[2026-01-08T20:30:02.780978] [INFO ] [MAG ] Starting MAG operation... [2026-01-08T20:30:02.960178] [DEBUG] [R-STATUS ] Registered 'tdm' as a dependent service. [2026-01-08T20:30:03.146594] [DEBUG] [R-STATUS ] Registered 'sig' as a dependent service. [2026-01-08T20:30:03.331301] [DEBUG] [R-STATUS ] Registered 'sap' as a dependent service. [2026-01-08T20:30:03.511753] [DEBUG] [R-STATUS ] Registered 'exp' as a dependent service. [2026-01-08T20:30:03.512022] [WARN ] [STATE ] State set to: WAITING [2026-01-08T20:30:03.512083] [INFO ] [STATE ] Checking service statuses... [2026-01-08T20:30:03.517992] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:03.521896] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:03.559532] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:03.594962] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:03.640100] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:03.640292] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:06.645892] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:06.650208] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:06.654155] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:06.658901] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:06.663157] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:06.663264] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:09.668219] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:09.672518] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:09.676627] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:09.680636] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:09.684562] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:09.684696] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:12.689860] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:12.694115] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:12.698191] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:12.702221] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:12.705960] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:12.706049] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:15.714378] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:15.718482] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:15.721822] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:15.725295] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:15.728795] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:15.728887] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:18.734035] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:18.738003] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:18.741946] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:18.745738] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:18.749242] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:18.749338] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:21.755385] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:21.760705] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:21.765646] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:21.771062] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:21.776281] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:21.776389] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:24.781514] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:24.785516] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:24.789393] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:24.793293] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:24.797278] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:24.797378] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:27.802689] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:27.806388] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:27.809921] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:27.813496] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:27.816981] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:27.817057] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:30.822132] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:30.825779] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:30.829408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:30.832790] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:30.836071] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:30.836144] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:33.841519] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:33.845368] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:33.849715] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:33.860176] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:33.864500] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:33.864593] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:36.869428] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:36.872997] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:36.876311] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:36.879548] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:36.882776] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:36.882842] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:39.889009] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:39.893504] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:39.897754] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:39.901762] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:39.906180] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:39.906254] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:42.911468] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:42.915469] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:42.919288] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:42.923430] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:42.927491] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:42.927636] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:45.932337] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:45.936248] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:45.940103] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:45.944525] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:45.948982] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:45.949054] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:48.954099] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:48.958109] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:48.961805] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:48.965038] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:48.968367] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:48.968435] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:51.974273] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:51.979451] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:51.983498] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:51.987887] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:51.992253] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:51.992323] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:54.996391] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:54.999908] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:55.003585] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:55.007163] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:55.011405] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:55.011532] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:30:58.017069] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:30:58.021638] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:30:58.027795] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:30:58.031648] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:30:58.035847] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:30:58.035961] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:01.041237] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:01.045819] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:01.049841] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:01.053959] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:01.058401] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:01.058521] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:04.063145] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:04.067045] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:04.103852] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:04.140628] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:04.181046] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:04.181158] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:07.186184] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:07.189556] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:07.192986] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:07.196544] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:07.200305] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:07.200375] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:10.205873] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:10.210329] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:10.213968] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:10.217500] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:10.221108] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:10.221191] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:13.226293] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:13.230160] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:13.233523] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:13.236897] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:13.240375] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:13.240442] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:16.245321] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:16.252253] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:16.255873] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:16.259261] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:16.262830] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:16.262908] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:19.267894] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:19.271885] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:19.275615] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:19.279371] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:19.283293] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:19.283392] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:22.288482] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:22.291914] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:22.295200] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:22.298608] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:22.301895] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:22.301969] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:25.308804] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:25.313291] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:25.317234] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:25.321434] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:25.325083] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:25.325165] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:28.329975] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:28.333655] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:28.337144] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:28.340645] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:28.344287] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:28.344387] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:31.350861] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:31.356399] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:31.360721] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:31.364468] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:31.368055] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:31.368159] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:34.373682] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:34.378692] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:34.383671] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:34.388465] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:34.393797] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:34.393886] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:37.398232] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:37.401945] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:37.405506] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:37.408919] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:37.412481] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:37.412587] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:40.417294] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:40.421803] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:40.426100] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:40.430076] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:40.434274] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:40.434367] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:43.439133] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:43.443985] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:43.448215] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:43.453205] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:43.457784] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:43.457898] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:46.462285] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:46.465798] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:46.469141] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:46.472359] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:46.475649] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:46.475723] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:49.481074] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:49.484431] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:49.487675] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:49.490959] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:49.494238] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:49.494311] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:52.499218] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:52.502710] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:52.505995] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:52.509321] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:52.512687] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:52.512785] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:55.517339] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:55.521081] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:55.524837] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:55.528492] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:55.532102] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:55.532190] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:31:58.537411] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:31:58.541200] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:31:58.544487] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:31:58.548022] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:31:58.552049] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:31:58.552193] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:01.557205] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:01.561456] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:01.565921] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:01.570399] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:01.574799] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:01.574915] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:04.580219] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:04.584777] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:04.590143] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:04.595091] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:04.599973] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:04.600069] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:07.604537] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:07.608329] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:07.611731] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:07.615122] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:07.618437] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:07.618513] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:10.623555] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:10.627887] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:10.631854] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:10.635317] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:10.638836] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:10.638903] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:13.644220] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:13.647866] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:13.651201] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:13.654532] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:13.659143] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:13.659281] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:16.664134] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:16.668051] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:16.671848] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:16.675174] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:16.678477] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:16.678547] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:19.683242] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:19.687055] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:19.690736] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:19.694152] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:19.698063] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:19.698141] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:22.703092] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:22.707419] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:22.712017] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:22.716742] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:22.720539] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:22.720648] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:25.725673] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:25.729419] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:25.732862] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:25.736283] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:25.740034] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:25.740115] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:28.745219] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:28.748619] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:28.751856] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:28.755067] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:28.758617] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:28.758702] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:31.768642] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:31.774954] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:31.780217] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:31.784917] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:31.790405] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:31.790556] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:34.795729] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:34.799469] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:34.803464] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:34.808721] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:34.812450] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:34.812525] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:37.817446] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:37.821261] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:37.825411] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:37.828751] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:37.832010] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:37.832082] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:40.836866] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:40.840323] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:40.843779] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:40.847473] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:40.851484] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:40.851590] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:43.856142] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:43.859797] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:43.863418] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:43.867371] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:43.871634] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:43.871751] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:46.876429] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:46.880142] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:46.883675] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:46.887594] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:46.891312] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:46.891401] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:49.896302] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:49.899842] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:49.903263] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:49.906619] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:49.909906] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:49.909979] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:52.914529] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:52.918155] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:52.921630] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:52.925527] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:52.929421] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:52.929528] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:55.934787] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:55.939373] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:55.943996] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:55.948356] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:55.952338] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:55.952453] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:32:58.957647] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:32:58.961437] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:32:58.964655] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:32:58.967852] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:32:58.971060] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:32:58.971128] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:01.976305] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:01.979780] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:01.983078] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:01.987238] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:01.991170] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:01.991251] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:04.996376] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:04.999844] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:05.003594] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:05.037256] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:05.070928] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:05.071002] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:08.076875] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:08.080935] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:08.084408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:08.087754] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:08.091154] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:08.091225] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:11.095954] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:11.100140] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:11.103535] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:11.106836] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:11.110442] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:11.110515] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:14.115928] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:14.121466] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:14.125903] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:14.130438] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:14.134606] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:14.134696] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:17.139680] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:17.143222] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:17.146763] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:17.150311] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:17.153714] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:17.153804] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:20.158731] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:20.162609] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:20.166275] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:20.169935] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:20.173855] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:20.173929] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:23.178854] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:23.182565] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:23.186244] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:23.189975] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:23.193555] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:23.193643] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:26.199498] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:26.204226] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:26.208376] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:26.212768] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:26.217747] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:26.217832] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:29.222407] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:29.226210] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:29.229875] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:29.233756] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:29.237432] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:29.237527] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:32.242685] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:32.246345] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:32.249929] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:32.253823] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:32.257626] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:32.257734] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:35.262962] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:35.266333] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:35.270318] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:35.274756] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:35.279173] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:35.279259] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:38.283718] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:38.287368] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:38.290792] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:38.293953] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:38.297121] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:38.297190] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:41.301895] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:41.305265] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:41.308763] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:41.312148] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:41.315362] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:41.315433] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:44.322414] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:44.328069] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:44.333063] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:44.338489] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:44.343761] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:44.343891] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:47.348661] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:47.351990] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:47.355442] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:47.358705] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:47.361885] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:47.361954] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:50.366663] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:50.370047] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:50.373425] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:50.377288] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:50.381421] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:50.381490] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:53.386422] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:53.389976] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:53.393328] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:53.397610] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:53.401810] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:53.401919] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:56.406488] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:56.410415] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:56.414086] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:56.417601] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:56.422094] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:56.422164] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:33:59.426981] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:33:59.430736] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:33:59.434057] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:33:59.438377] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:33:59.441965] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:33:59.442034] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:02.446929] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:02.451853] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:02.457945] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:02.464080] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:02.469796] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:02.469934] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:05.475182] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:05.478797] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:05.488479] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:05.500774] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:05.507386] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:05.507490] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:08.512462] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:08.516020] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:08.519565] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:08.522930] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:08.526482] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:08.526552] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:11.532498] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:11.536919] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:11.542269] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:11.547456] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:11.552475] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:11.552612] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:14.559021] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:14.563168] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:14.566685] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:14.570312] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:14.573537] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:14.573631] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:17.578245] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:17.581776] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:17.585280] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:17.588822] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:17.592230] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:17.592306] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:20.597183] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:20.601116] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:20.604831] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:20.608664] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:20.612643] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:20.612727] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:23.617595] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:23.621557] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:23.625520] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:23.629178] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:23.632931] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:23.633063] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:26.643109] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:26.651844] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:26.660403] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:26.668561] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:26.683019] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:26.683231] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:29.688622] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:29.692723] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:29.696817] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:29.700779] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:29.704362] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:29.704445] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:32.709333] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:32.712737] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:32.715988] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:32.719818] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:32.723533] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:32.723621] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:35.728776] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:35.732520] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:35.738112] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:35.742391] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:35.746270] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:35.746346] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:38.751429] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:38.755247] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:38.759051] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:38.762477] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:38.766015] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:38.766115] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:41.772222] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:41.778595] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:41.783777] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:41.788223] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:41.793470] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:41.793635] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:44.800014] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:44.804914] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:44.810003] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:44.815286] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:44.819666] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:44.819764] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:47.824773] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:47.828968] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:47.832802] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:47.836533] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:47.840482] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:47.840562] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:50.846114] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:50.850188] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:50.853938] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:50.857947] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:50.862420] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:50.862527] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:53.867120] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:53.870876] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:53.874318] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:53.877558] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:53.880937] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:53.881016] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:56.885875] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:56.889944] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:56.895151] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:56.900258] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:56.905122] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:56.905231] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:34:59.910508] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:34:59.914679] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:34:59.918915] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:34:59.922837] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:34:59.926792] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:34:59.926896] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:35:02.932264] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:35:02.936402] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:35:02.940599] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:35:02.944745] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:35:02.948376] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:35:02.948462] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:35:05.953936] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:35:05.957590] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:35:05.961487] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:35:05.965340] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:35:05.970190] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:35:05.970324] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:35:08.975428] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:35:08.979677] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:35:08.983863] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:35:08.988077] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:35:08.992404] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:35:08.992527] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:35:11.997924] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:35:12.001876] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:35:12.006169] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-08T20:35:12.010975] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:35:12.015469] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:35:12.015563] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-08T20:35:15.021028] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-08T20:35:15.025526] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:35:15.029499] [WARN ] [sig-status] Service 'sig' is not running. [2026-01-08T20:35:15.033311] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2026-01-08), and is a dependency of this service. [2026-01-08T20:35:15.036829] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-08T20:35:15.040889] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-08T20:35:15.041166] [WARN ] [STATE ] State set to: RUNNING [2026-01-08T20:35:15.041250] [INFO ] [MODE ] Using multithreaded [2026-01-08T20:35:15.041311] [DEBUG] [REMOTE ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'. [2026-01-08T20:35:15.047291] [DEBUG] [REMOTE ] Found 61 available forecast dates. [2026-01-08T20:35:15.047524] [DEBUG] [REMOTE ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-09.txt'. [2026-01-08T20:35:15.054303] [DEBUG] [REMOTE ] Fetched 3509 signal forecasts for 2026-01-09. [2026-01-08T20:35:15.081465] [INFO ] [main ] Starting parallel forecast configuration with 4 worker processes for 0 symbols [2026-01-08T20:35:15.082651] [INFO ] [main ] Parallel configuration completed in 0.0s. Processed 0 symbols. [2026-01-08T20:35:15.082711] [INFO ] [main ] Configuration success rate: 0.0% (0/0 symbols) [2026-01-08T20:35:15.657028] [DEBUG] [EMAIL ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)' [2026-01-08T20:35:15.669204] [INFO ] [MODE ] Using multithreaded [2026-01-08T20:35:15.669334] [INFO ] [main ] Fetching signal forecasts... [2026-01-08T20:35:15.669388] [DEBUG] [REMOTE ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'. [2026-01-08T20:35:15.676567] [DEBUG] [REMOTE ] Found 61 available forecast dates. [2026-01-08T20:35:15.676882] [INFO ] [main ] Found available forecast date (2026-01-09). [2026-01-08T20:35:15.676980] [DEBUG] [REMOTE ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-09.txt'. [2026-01-08T20:35:15.685926] [DEBUG] [REMOTE ] Fetched 3509 signal forecasts for 2026-01-09. [2026-01-08T20:35:15.686212] [INFO ] [main ] Fetched 3509 forecasts. [2026-01-08T20:35:15.686598] [INFO ] [main ] Found 392 high-confidence bullish forecasts (>= 90.0%). [2026-01-08T20:35:15.686687] [INFO ] [main ] Starting parallel forecast generation with 4 worker processes for 392 symbols [2026-01-08T20:35:15.733635] [INFO ] [main ] Fetching symbol history for SEDG... [2026-01-08T20:35:15.734016] [DEBUG] [REMOTE ] SEDG: Fetching historical data. [2026-01-08T20:35:15.734007] [INFO ] [main ] Fetching symbol history for PCN... [2026-01-08T20:35:15.734130] [INFO ] [main ] Fetching symbol history for OABI... [2026-01-08T20:35:15.734377] [DEBUG] [REMOTE ] PCN: Fetching historical data. [2026-01-08T20:35:15.734426] [DEBUG] [REMOTE ] OABI: Fetching historical data. [2026-01-08T20:35:15.734816] [INFO ] [main ] Fetching symbol history for GPRE... [2026-01-08T20:35:15.735059] [DEBUG] [REMOTE ] GPRE: Fetching historical data. [2026-01-08T20:35:15.761226] [DEBUG] [REMOTE ] SEDG: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:15.761226] [DEBUG] [REMOTE ] OABI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:15.762248] [DEBUG] [LOCAL ] Loaded configuration for OABI: 10 features, N/A% accuracy [2026-01-08T20:35:15.762308] [INFO ] [LOCAL ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config [2026-01-08T20:35:15.762345] [DEBUG] [MAG ] Building data for symbol: OABI with lookback: 0 [2026-01-08T20:35:15.762996] [DEBUG] [LOCAL ] Loaded configuration for SEDG: 1 features, N/A% accuracy [2026-01-08T20:35:15.763055] [INFO ] [LOCAL ] SEDG: Loaded 1 optimal features with 37.78% confidence from JSON config [2026-01-08T20:35:15.763092] [DEBUG] [MAG ] Building data for symbol: SEDG with lookback: 0 [2026-01-08T20:35:15.764622] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-08T20:35:15.764866] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:15.764858] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:15.764926] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:15.765057] [DEBUG] [REMOTE ] PCN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:15.765356] [DEBUG] [REMOTE ] GPRE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:15.766186] [DEBUG] [LOCAL ] Loaded configuration for PCN: 4 features, N/A% accuracy [2026-01-08T20:35:15.766234] [DEBUG] [LOCAL ] Loaded configuration for GPRE: 4 features, N/A% accuracy [2026-01-08T20:35:15.766281] [INFO ] [LOCAL ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config [2026-01-08T20:35:15.766309] [INFO ] [LOCAL ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config [2026-01-08T20:35:15.766338] [DEBUG] [MAG ] Building data for symbol: PCN with lookback: 0 [2026-01-08T20:35:15.766356] [DEBUG] [MAG ] Building data for symbol: GPRE with lookback: 0 [2026-01-08T20:35:15.769322] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:15.769327] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:15.769502] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:15.769502] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:15.771906] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:15.771889] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:15.774347] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:15.775267] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:15.775807] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:15.776285] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:15.778369] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:15.778640] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:15.782554] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:15.783730] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:15.784199] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:15.785137] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:15.789237] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:15.790250] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:15.888304] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:15.966493] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:15.967566] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:15.970003] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:15.971939] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:16.124050] [DEBUG] [MAG ] SEDG: Last date is validated at 2026-01-08 [2026-01-08T20:35:16.167129] [DEBUG] [MAG ] GPRE: Last date is validated at 2026-01-08 [2026-01-08T20:35:16.179353] [DEBUG] [MAG ] PCN: Last date is validated at 2026-01-08 [2026-01-08T20:35:16.291909] [DEBUG] [MAG ] SEDG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:16.318098] [DEBUG] [MAG ] OABI: Last date is validated at 2026-01-08 [2026-01-08T20:35:16.335204] [DEBUG] [MAG ] GPRE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:16.350229] [DEBUG] [MAG ] PCN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:16.395673] [INFO ] [LOCAL ] SEDG: Saved forecast. [2026-01-08T20:35:16.395752] [INFO ] [main ] SEDG: Signal=1 (Conf=100.0%), Magnitude=-2.10% (Conf=37.7786%) [2026-01-08T20:35:16.396056] [INFO ] [main ] Fetching symbol history for CNK... [2026-01-08T20:35:16.396107] [DEBUG] [REMOTE ] CNK: Fetching historical data. [2026-01-08T20:35:16.397177] [INFO ] [main ] Progress: 1/392 forecasts completed (0.3%). SEDG finished in 0.7s. ETA: 4m 38s. Rate: 84.46 forecasts/min [2026-01-08T20:35:16.407299] [DEBUG] [REMOTE ] CNK: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:16.408379] [DEBUG] [LOCAL ] Loaded configuration for CNK: 6 features, N/A% accuracy [2026-01-08T20:35:16.408436] [INFO ] [LOCAL ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config [2026-01-08T20:35:16.408468] [DEBUG] [MAG ] Building data for symbol: CNK with lookback: 0 [2026-01-08T20:35:16.409462] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:16.409547] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:16.411690] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:16.412390] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:16.412908] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:16.413343] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:16.421550] [INFO ] [LOCAL ] PCN: Saved forecast. [2026-01-08T20:35:16.421658] [INFO ] [main ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.14% (Conf=56.2675%) [2026-01-08T20:35:16.422164] [INFO ] [main ] Fetching symbol history for TS... [2026-01-08T20:35:16.422220] [DEBUG] [REMOTE ] TS: Fetching historical data. [2026-01-08T20:35:16.422658] [INFO ] [main ] Progress: 2/392 forecasts completed (0.5%). PCN finished in 0.7s. ETA: 2m 23s. Rate: 163.07 forecasts/min [2026-01-08T20:35:16.425091] [INFO ] [LOCAL ] GPRE: Saved forecast. [2026-01-08T20:35:16.425178] [INFO ] [main ] GPRE: Signal=1 (Conf=100.0%), Magnitude=-2.10% (Conf=72.8115%) [2026-01-08T20:35:16.425706] [INFO ] [main ] Fetching symbol history for SEM... [2026-01-08T20:35:16.425763] [DEBUG] [REMOTE ] SEM: Fetching historical data. [2026-01-08T20:35:16.426616] [INFO ] [main ] Progress: 3/392 forecasts completed (0.8%). GPRE finished in 0.7s. ETA: 1m 36s. Rate: 243.29 forecasts/min [2026-01-08T20:35:16.434627] [DEBUG] [REMOTE ] TS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:16.435933] [DEBUG] [LOCAL ] Loaded configuration for TS: 1 features, N/A% accuracy [2026-01-08T20:35:16.435996] [INFO ] [LOCAL ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config [2026-01-08T20:35:16.436028] [DEBUG] [MAG ] Building data for symbol: TS with lookback: 0 [2026-01-08T20:35:16.436850] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:16.436865] [DEBUG] [REMOTE ] SEM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:16.436915] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:16.437635] [DEBUG] [LOCAL ] Loaded configuration for SEM: 5 features, N/A% accuracy [2026-01-08T20:35:16.437699] [INFO ] [LOCAL ] SEM: Loaded 5 optimal features with 67.64% confidence from JSON config [2026-01-08T20:35:16.437732] [DEBUG] [MAG ] Building data for symbol: SEM with lookback: 0 [2026-01-08T20:35:16.438507] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:16.438589] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:16.442135] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:16.443990] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:16.446137] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:16.446730] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:16.447167] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:16.448739] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:16.464467] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:16.466276] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:16.491849] [DEBUG] [MAG ] OABI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:16.598093] [INFO ] [LOCAL ] OABI: Saved forecast. [2026-01-08T20:35:16.598167] [INFO ] [main ] OABI: Signal=1 (Conf=100.0%), Magnitude=0.79% (Conf=36.8497%) [2026-01-08T20:35:16.598629] [INFO ] [main ] Fetching symbol history for SOJC... [2026-01-08T20:35:16.598622] [INFO ] [main ] Progress: 4/392 forecasts completed (1.0%). OABI finished in 0.9s. ETA: 1m 28s. Rate: 263.20 forecasts/min [2026-01-08T20:35:16.598686] [DEBUG] [REMOTE ] SOJC: Fetching historical data. [2026-01-08T20:35:16.609186] [DEBUG] [REMOTE ] SOJC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:16.609993] [DEBUG] [LOCAL ] Loaded configuration for SOJC: 4 features, N/A% accuracy [2026-01-08T20:35:16.610045] [INFO ] [LOCAL ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config [2026-01-08T20:35:16.610077] [DEBUG] [MAG ] Building data for symbol: SOJC with lookback: 0 [2026-01-08T20:35:16.611035] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:16.611094] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:16.615828] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:16.617603] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:16.618073] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:16.655844] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:16.789878] [DEBUG] [MAG ] SEM: Last date is validated at 2026-01-08 [2026-01-08T20:35:16.794923] [DEBUG] [MAG ] TS: Last date is validated at 2026-01-08 [2026-01-08T20:35:16.807616] [DEBUG] [MAG ] CNK: Last date is validated at 2026-01-08 [2026-01-08T20:35:16.960035] [DEBUG] [MAG ] SEM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:16.967709] [DEBUG] [MAG ] TS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:16.972893] [DEBUG] [MAG ] CNK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:16.993040] [DEBUG] [MAG ] SOJC: Last date is validated at 2026-01-08 [2026-01-08T20:35:17.036848] [INFO ] [LOCAL ] SEM: Saved forecast. [2026-01-08T20:35:17.036918] [INFO ] [main ] SEM: Signal=1 (Conf=100.0%), Magnitude=1.14% (Conf=67.642%) [2026-01-08T20:35:17.037091] [INFO ] [main ] Fetching symbol history for NVO... [2026-01-08T20:35:17.037139] [DEBUG] [REMOTE ] NVO: Fetching historical data. [2026-01-08T20:35:17.037870] [INFO ] [main ] Progress: 5/392 forecasts completed (1.3%). SEM finished in 0.6s. ETA: 1m 45s. Rate: 222.04 forecasts/min [2026-01-08T20:35:17.048650] [DEBUG] [REMOTE ] NVO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:17.049781] [DEBUG] [LOCAL ] Loaded configuration for NVO: 6 features, N/A% accuracy [2026-01-08T20:35:17.049836] [INFO ] [LOCAL ] NVO: Loaded 6 optimal features with 56.02% confidence from JSON config [2026-01-08T20:35:17.049869] [DEBUG] [MAG ] Building data for symbol: NVO with lookback: 0 [2026-01-08T20:35:17.050670] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:17.050747] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:17.051065] [INFO ] [LOCAL ] TS: Saved forecast. [2026-01-08T20:35:17.051140] [INFO ] [main ] TS: Signal=1 (Conf=100.0%), Magnitude=2.27% (Conf=63.9039%) [2026-01-08T20:35:17.051511] [INFO ] [main ] Fetching symbol history for QLYS... [2026-01-08T20:35:17.051520] [INFO ] [main ] Progress: 6/392 forecasts completed (1.5%). TS finished in 0.6s. ETA: 1m 28s. Rate: 263.78 forecasts/min [2026-01-08T20:35:17.051565] [DEBUG] [REMOTE ] QLYS: Fetching historical data. [2026-01-08T20:35:17.052934] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:17.053448] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:17.054086] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:17.056423] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:17.057104] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:35:17.057985] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:17.062799] [INFO ] [LOCAL ] CNK: Saved forecast. [2026-01-08T20:35:17.062859] [INFO ] [main ] CNK: Signal=1 (Conf=100.0%), Magnitude=-1.45% (Conf=53.3928%) [2026-01-08T20:35:17.063191] [INFO ] [main ] Progress: 7/392 forecasts completed (1.8%). CNK finished in 0.7s. ETA: 1m 16s. Rate: 305.14 forecasts/min [2026-01-08T20:35:17.063354] [INFO ] [main ] Fetching symbol history for PAX... [2026-01-08T20:35:17.063401] [DEBUG] [REMOTE ] PAX: Fetching historical data. [2026-01-08T20:35:17.065111] [DEBUG] [REMOTE ] QLYS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:17.065877] [DEBUG] [LOCAL ] Loaded configuration for QLYS: 6 features, N/A% accuracy [2026-01-08T20:35:17.065936] [INFO ] [LOCAL ] QLYS: Loaded 6 optimal features with 56.44% confidence from JSON config [2026-01-08T20:35:17.065981] [DEBUG] [MAG ] Building data for symbol: QLYS with lookback: 0 [2026-01-08T20:35:17.066872] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:17.066937] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:17.068809] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:17.069431] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:17.069922] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:17.071214] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:17.072734] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:17.074178] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:17.075448] [DEBUG] [REMOTE ] PAX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:17.076334] [DEBUG] [LOCAL ] Loaded configuration for PAX: 3 features, N/A% accuracy [2026-01-08T20:35:17.076389] [INFO ] [LOCAL ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config [2026-01-08T20:35:17.076420] [DEBUG] [MAG ] Building data for symbol: PAX with lookback: 0 [2026-01-08T20:35:17.077181] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:17.077250] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:17.082133] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:17.082832] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:17.085468] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:17.165420] [DEBUG] [MAG ] SOJC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:17.225897] [INFO ] [LOCAL ] SOJC: Saved forecast. [2026-01-08T20:35:17.226120] [INFO ] [main ] SOJC: Signal=1 (Conf=100.0%), Magnitude=1.33% (Conf=51.3622%) [2026-01-08T20:35:17.226566] [INFO ] [main ] Fetching symbol history for DSX... [2026-01-08T20:35:17.226636] [DEBUG] [REMOTE ] DSX: Fetching historical data. [2026-01-08T20:35:17.226626] [INFO ] [main ] Progress: 8/392 forecasts completed (2.0%). SOJC finished in 0.6s. ETA: 1m 14s. Rate: 311.72 forecasts/min [2026-01-08T20:35:17.238631] [DEBUG] [REMOTE ] DSX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:17.239751] [DEBUG] [LOCAL ] Loaded configuration for DSX: 4 features, N/A% accuracy [2026-01-08T20:35:17.239805] [INFO ] [LOCAL ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config [2026-01-08T20:35:17.239837] [DEBUG] [MAG ] Building data for symbol: DSX with lookback: 0 [2026-01-08T20:35:17.240648] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:17.240708] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:17.242537] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:17.243066] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:17.243458] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:17.244357] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:17.414440] [DEBUG] [MAG ] NVO: Last date is validated at 2026-01-08 [2026-01-08T20:35:17.429866] [DEBUG] [MAG ] PAX: Last date is validated at 2026-01-08 [2026-01-08T20:35:17.435567] [DEBUG] [MAG ] QLYS: Last date is validated at 2026-01-08 [2026-01-08T20:35:17.583015] [DEBUG] [MAG ] NVO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:17.597311] [DEBUG] [MAG ] DSX: Last date is validated at 2026-01-08 [2026-01-08T20:35:17.604701] [DEBUG] [MAG ] QLYS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:17.604861] [DEBUG] [MAG ] PAX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:17.684320] [INFO ] [LOCAL ] PAX: Saved forecast. [2026-01-08T20:35:17.684411] [INFO ] [main ] PAX: Signal=1 (Conf=100.0%), Magnitude=1.27% (Conf=45.1008%) [2026-01-08T20:35:17.684877] [INFO ] [main ] Fetching symbol history for VALE... [2026-01-08T20:35:17.684947] [DEBUG] [REMOTE ] VALE: Fetching historical data. [2026-01-08T20:35:17.685975] [INFO ] [main ] Progress: 9/392 forecasts completed (2.3%). PAX finished in 0.6s. ETA: 1m 25s. Rate: 270.11 forecasts/min [2026-01-08T20:35:17.696928] [DEBUG] [REMOTE ] VALE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:17.698134] [DEBUG] [LOCAL ] Loaded configuration for VALE: 5 features, N/A% accuracy [2026-01-08T20:35:17.698194] [INFO ] [LOCAL ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config [2026-01-08T20:35:17.698237] [DEBUG] [MAG ] Building data for symbol: VALE with lookback: 0 [2026-01-08T20:35:17.699091] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:17.699153] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:17.703996] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:17.705925] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:17.706406] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:17.706867] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:17.707652] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:17.716042] [INFO ] [LOCAL ] NVO: Saved forecast. [2026-01-08T20:35:17.716131] [INFO ] [main ] NVO: Signal=1 (Conf=100.0%), Magnitude=2.78% (Conf=56.0234%) [2026-01-08T20:35:17.716334] [INFO ] [main ] Fetching symbol history for BBLG... [2026-01-08T20:35:17.716394] [DEBUG] [REMOTE ] BBLG: Fetching historical data. [2026-01-08T20:35:17.717649] [INFO ] [main ] Progress: 10/392 forecasts completed (2.6%). NVO finished in 0.7s. ETA: 1m 18s. Rate: 295.44 forecasts/min [2026-01-08T20:35:17.731210] [DEBUG] [REMOTE ] BBLG: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:17.732278] [DEBUG] [LOCAL ] Loaded configuration for BBLG: 6 features, N/A% accuracy [2026-01-08T20:35:17.732357] [INFO ] [LOCAL ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config [2026-01-08T20:35:17.732408] [DEBUG] [MAG ] Building data for symbol: BBLG with lookback: 0 [2026-01-08T20:35:17.733689] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:17.733775] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:17.740814] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:17.743615] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:17.744365] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:17.744961] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:17.775980] [DEBUG] [MAG ] DSX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:17.834058] [INFO ] [LOCAL ] DSX: Saved forecast. [2026-01-08T20:35:17.834121] [INFO ] [main ] DSX: Signal=1 (Conf=100.0%), Magnitude=1.41% (Conf=25.6488%) [2026-01-08T20:35:17.834441] [INFO ] [main ] Fetching symbol history for PSCH... [2026-01-08T20:35:17.834491] [DEBUG] [REMOTE ] PSCH: Fetching historical data. [2026-01-08T20:35:17.834620] [INFO ] [main ] Progress: 11/392 forecasts completed (2.8%). DSX finished in 0.6s. ETA: 1m 14s. Rate: 307.28 forecasts/min [2026-01-08T20:35:17.845606] [DEBUG] [REMOTE ] PSCH: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:17.846420] [DEBUG] [LOCAL ] Loaded configuration for PSCH: 0 features, N/A% accuracy [2026-01-08T20:35:17.846478] [INFO ] [LOCAL ] PSCH: Loaded 0 optimal features with 64.82% confidence from JSON config [2026-01-08T20:35:17.846510] [DEBUG] [MAG ] Building data for symbol: PSCH with lookback: 0 [2026-01-08T20:35:17.847302] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-08T20:35:17.879795] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:17.882753] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:17.886545] [INFO ] [LOCAL ] QLYS: Saved forecast. [2026-01-08T20:35:17.886627] [INFO ] [main ] QLYS: Signal=1 (Conf=100.0%), Magnitude=3.16% (Conf=56.4378%) [2026-01-08T20:35:17.886800] [INFO ] [main ] Fetching symbol history for XYL... [2026-01-08T20:35:17.886868] [DEBUG] [REMOTE ] XYL: Fetching historical data. [2026-01-08T20:35:17.888657] [INFO ] [main ] Progress: 12/392 forecasts completed (3.1%). QLYS finished in 0.8s. ETA: 1m 10s. Rate: 326.99 forecasts/min [2026-01-08T20:35:17.902000] [DEBUG] [REMOTE ] XYL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:17.903055] [DEBUG] [LOCAL ] Loaded configuration for XYL: 6 features, N/A% accuracy [2026-01-08T20:35:17.903119] [INFO ] [LOCAL ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config [2026-01-08T20:35:17.903152] [DEBUG] [MAG ] Building data for symbol: XYL with lookback: 0 [2026-01-08T20:35:17.904314] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:17.904429] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:17.910050] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:17.911006] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:17.913528] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:17.973185] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:17.974962] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:17.976694] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:18.058905] [DEBUG] [MAG ] VALE: Last date is validated at 2026-01-08 [2026-01-08T20:35:18.215205] [DEBUG] [MAG ] PSCH: Last date is validated at 2026-01-08 [2026-01-08T20:35:18.225128] [DEBUG] [MAG ] VALE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:18.258787] [DEBUG] [MAG ] BBLG: Last date is validated at 2026-01-08 [2026-01-08T20:35:18.286247] [INFO ] [LOCAL ] VALE: Saved forecast. [2026-01-08T20:35:18.286316] [INFO ] [main ] VALE: Signal=1 (Conf=100.0%), Magnitude=-1.87% (Conf=53.6249%) [2026-01-08T20:35:18.286727] [INFO ] [main ] Progress: 13/392 forecasts completed (3.3%). VALE finished in 0.6s. ETA: 1m 16s. Rate: 300.00 forecasts/min [2026-01-08T20:35:18.286889] [INFO ] [main ] Fetching symbol history for IBM... [2026-01-08T20:35:18.286938] [DEBUG] [REMOTE ] IBM: Fetching historical data. [2026-01-08T20:35:18.300106] [DEBUG] [REMOTE ] IBM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:18.301292] [DEBUG] [LOCAL ] Loaded configuration for IBM: 3 features, N/A% accuracy [2026-01-08T20:35:18.301343] [INFO ] [LOCAL ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config [2026-01-08T20:35:18.301374] [DEBUG] [MAG ] Building data for symbol: IBM with lookback: 0 [2026-01-08T20:35:18.302158] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:18.302227] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:18.302961] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:18.303966] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:18.305713] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:18.357304] [DEBUG] [MAG ] XYL: Last date is validated at 2026-01-08 [2026-01-08T20:35:18.387337] [DEBUG] [MAG ] PSCH: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:18.427563] [DEBUG] [MAG ] BBLG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:18.456916] [INFO ] [LOCAL ] PSCH: Saved forecast. [2026-01-08T20:35:18.456981] [INFO ] [main ] PSCH: Signal=1 (Conf=100.0%), Magnitude=-0.59% (Conf=64.8248%) [2026-01-08T20:35:18.457352] [INFO ] [main ] Fetching symbol history for RAIL... [2026-01-08T20:35:18.457405] [DEBUG] [REMOTE ] RAIL: Fetching historical data. [2026-01-08T20:35:18.457629] [INFO ] [main ] Progress: 14/392 forecasts completed (3.6%). PSCH finished in 0.6s. ETA: 1m 15s. Rate: 303.15 forecasts/min [2026-01-08T20:35:18.469444] [DEBUG] [REMOTE ] RAIL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:18.470353] [DEBUG] [LOCAL ] Loaded configuration for RAIL: 1 features, N/A% accuracy [2026-01-08T20:35:18.470418] [INFO ] [LOCAL ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config [2026-01-08T20:35:18.470450] [DEBUG] [MAG ] Building data for symbol: RAIL with lookback: 0 [2026-01-08T20:35:18.471241] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:18.471300] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:18.475803] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:18.493977] [INFO ] [LOCAL ] BBLG: Saved forecast. [2026-01-08T20:35:18.494043] [INFO ] [main ] BBLG: Signal=1 (Conf=100.0%), Magnitude=5.90% (Conf=55.629%) [2026-01-08T20:35:18.494425] [INFO ] [main ] Progress: 15/392 forecasts completed (3.8%). BBLG finished in 0.8s. ETA: 1m 11s. Rate: 320.55 forecasts/min [2026-01-08T20:35:18.494550] [INFO ] [main ] Fetching symbol history for MSA... [2026-01-08T20:35:18.494611] [DEBUG] [REMOTE ] MSA: Fetching historical data. [2026-01-08T20:35:18.505694] [DEBUG] [REMOTE ] MSA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:18.506455] [DEBUG] [LOCAL ] Loaded configuration for MSA: 8 features, N/A% accuracy [2026-01-08T20:35:18.506511] [INFO ] [LOCAL ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config [2026-01-08T20:35:18.506544] [DEBUG] [MAG ] Building data for symbol: MSA with lookback: 0 [2026-01-08T20:35:18.507374] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:18.507437] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:18.509150] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:18.510070] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:18.523407] [DEBUG] [MAG ] XYL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:18.632174] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:18.634255] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:18.635536] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:18.638123] [INFO ] [LOCAL ] XYL: Saved forecast. [2026-01-08T20:35:18.638187] [INFO ] [main ] XYL: Signal=1 (Conf=100.0%), Magnitude=1.15% (Conf=66.98%) [2026-01-08T20:35:18.638609] [INFO ] [main ] Fetching symbol history for IEF... [2026-01-08T20:35:18.638660] [DEBUG] [REMOTE ] IEF: Fetching historical data. [2026-01-08T20:35:18.640656] [INFO ] [main ] Progress: 16/392 forecasts completed (4.1%). XYL finished in 0.8s. ETA: 1m 9s. Rate: 324.99 forecasts/min [2026-01-08T20:35:18.649971] [DEBUG] [REMOTE ] IEF: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:18.651027] [DEBUG] [LOCAL ] Loaded configuration for IEF: 8 features, N/A% accuracy [2026-01-08T20:35:18.651079] [INFO ] [LOCAL ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config [2026-01-08T20:35:18.651111] [DEBUG] [MAG ] Building data for symbol: IEF with lookback: 0 [2026-01-08T20:35:18.651897] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:18.651959] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:18.653647] [DEBUG] [MAG ] IBM: Last date is validated at 2026-01-08 [2026-01-08T20:35:18.657168] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:18.659315] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:18.659806] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:18.660200] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:18.661119] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:18.661916] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:18.663200] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:18.665229] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:18.684657] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:35:18.688709] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-08T20:35:18.690081] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:18.824181] [DEBUG] [MAG ] RAIL: Last date is validated at 2026-01-08 [2026-01-08T20:35:18.826084] [DEBUG] [MAG ] IBM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:18.958206] [INFO ] [LOCAL ] IBM: Saved forecast. [2026-01-08T20:35:18.958271] [INFO ] [main ] IBM: Signal=1 (Conf=100.0%), Magnitude=2.10% (Conf=72.4875%) [2026-01-08T20:35:18.958987] [INFO ] [main ] Fetching symbol history for BPYPM... [2026-01-08T20:35:18.959040] [DEBUG] [REMOTE ] BPYPM: Fetching historical data. [2026-01-08T20:35:18.959660] [INFO ] [main ] Progress: 17/392 forecasts completed (4.3%). IBM finished in 0.7s. ETA: 1m 12s. Rate: 311.65 forecasts/min [2026-01-08T20:35:18.970249] [DEBUG] [REMOTE ] BPYPM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:18.971201] [DEBUG] [LOCAL ] Loaded configuration for BPYPM: 4 features, N/A% accuracy [2026-01-08T20:35:18.971251] [INFO ] [LOCAL ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config [2026-01-08T20:35:18.971282] [DEBUG] [MAG ] Building data for symbol: BPYPM with lookback: 0 [2026-01-08T20:35:18.972044] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:18.972104] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:18.976838] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:18.977687] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:18.979711] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:18.983976] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:18.994213] [DEBUG] [MAG ] RAIL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:19.003570] [DEBUG] [MAG ] IEF: Last date is validated at 2026-01-08 [2026-01-08T20:35:19.037160] [DEBUG] [MAG ] MSA: Last date is validated at 2026-01-08 [2026-01-08T20:35:19.069401] [INFO ] [LOCAL ] RAIL: Saved forecast. [2026-01-08T20:35:19.069464] [INFO ] [main ] RAIL: Signal=1 (Conf=100.0%), Magnitude=-2.05% (Conf=49.2043%) [2026-01-08T20:35:19.070441] [INFO ] [main ] Fetching symbol history for FEPI... [2026-01-08T20:35:19.070495] [DEBUG] [REMOTE ] FEPI: Fetching historical data. [2026-01-08T20:35:19.071651] [INFO ] [main ] Progress: 18/392 forecasts completed (4.6%). RAIL finished in 0.6s. ETA: 1m 10s. Rate: 319.07 forecasts/min [2026-01-08T20:35:19.085938] [DEBUG] [REMOTE ] FEPI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:19.087044] [DEBUG] [LOCAL ] Loaded configuration for FEPI: 4 features, N/A% accuracy [2026-01-08T20:35:19.087095] [INFO ] [LOCAL ] FEPI: Loaded 4 optimal features with 45.86% confidence from JSON config [2026-01-08T20:35:19.087126] [DEBUG] [MAG ] Building data for symbol: FEPI with lookback: 0 [2026-01-08T20:35:19.087911] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:19.087970] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:19.090017] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:19.090503] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:19.090952] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:19.091862] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:19.177612] [DEBUG] [MAG ] IEF: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:19.224084] [DEBUG] [MAG ] MSA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:19.253061] [INFO ] [LOCAL ] IEF: Saved forecast. [2026-01-08T20:35:19.253133] [INFO ] [main ] IEF: Signal=1 (Conf=100.0%), Magnitude=-0.17% (Conf=48.7917%) [2026-01-08T20:35:19.253557] [INFO ] [main ] Fetching symbol history for SO... [2026-01-08T20:35:19.253635] [DEBUG] [REMOTE ] SO: Fetching historical data. [2026-01-08T20:35:19.255117] [INFO ] [main ] Progress: 19/392 forecasts completed (4.8%). IEF finished in 0.6s. ETA: 1m 10s. Rate: 319.48 forecasts/min [2026-01-08T20:35:19.265823] [DEBUG] [REMOTE ] SO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:19.266726] [DEBUG] [LOCAL ] Loaded configuration for SO: 2 features, N/A% accuracy [2026-01-08T20:35:19.266787] [INFO ] [LOCAL ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config [2026-01-08T20:35:19.266821] [DEBUG] [MAG ] Building data for symbol: SO with lookback: 0 [2026-01-08T20:35:19.267678] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:19.267740] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:19.269880] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:35:19.270646] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:19.330081] [DEBUG] [MAG ] BPYPM: Last date is validated at 2026-01-08 [2026-01-08T20:35:19.340136] [INFO ] [LOCAL ] MSA: Saved forecast. [2026-01-08T20:35:19.340207] [INFO ] [main ] MSA: Signal=1 (Conf=100.0%), Magnitude=1.90% (Conf=44.6423%) [2026-01-08T20:35:19.340564] [INFO ] [main ] Fetching symbol history for FWRD... [2026-01-08T20:35:19.340634] [DEBUG] [REMOTE ] FWRD: Fetching historical data. [2026-01-08T20:35:19.341456] [INFO ] [main ] Progress: 20/392 forecasts completed (5.1%). MSA finished in 0.8s. ETA: 1m 8s. Rate: 328.34 forecasts/min [2026-01-08T20:35:19.354366] [DEBUG] [REMOTE ] FWRD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:19.355539] [DEBUG] [LOCAL ] Loaded configuration for FWRD: 3 features, N/A% accuracy [2026-01-08T20:35:19.355608] [INFO ] [LOCAL ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config [2026-01-08T20:35:19.355641] [DEBUG] [MAG ] Building data for symbol: FWRD with lookback: 0 [2026-01-08T20:35:19.356644] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:19.356889] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:19.357628] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:19.360015] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:19.361917] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:19.440131] [DEBUG] [MAG ] FEPI: Last date is validated at 2026-01-08 [2026-01-08T20:35:19.499714] [DEBUG] [MAG ] BPYPM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:19.564022] [INFO ] [LOCAL ] BPYPM: Saved forecast. [2026-01-08T20:35:19.564089] [INFO ] [main ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=0.22% (Conf=61.7618%) [2026-01-08T20:35:19.564446] [INFO ] [main ] Fetching symbol history for AZN... [2026-01-08T20:35:19.564495] [DEBUG] [REMOTE ] AZN: Fetching historical data. [2026-01-08T20:35:19.565646] [INFO ] [main ] Progress: 21/392 forecasts completed (5.4%). BPYPM finished in 0.6s. ETA: 1m 9s. Rate: 324.84 forecasts/min [2026-01-08T20:35:19.575925] [DEBUG] [REMOTE ] AZN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:19.577033] [DEBUG] [LOCAL ] Loaded configuration for AZN: 7 features, N/A% accuracy [2026-01-08T20:35:19.577085] [INFO ] [LOCAL ] AZN: Loaded 7 optimal features with 48.60% confidence from JSON config [2026-01-08T20:35:19.577117] [DEBUG] [MAG ] Building data for symbol: AZN with lookback: 0 [2026-01-08T20:35:19.578124] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:19.578194] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:19.583264] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:19.585063] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:19.585566] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:19.585983] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:19.586726] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:19.588630] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:35:19.589545] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:19.612802] [DEBUG] [MAG ] SO: Last date is validated at 2026-01-08 [2026-01-08T20:35:19.613962] [DEBUG] [MAG ] FEPI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:19.693370] [INFO ] [LOCAL ] FEPI: Saved forecast. [2026-01-08T20:35:19.693437] [INFO ] [main ] FEPI: Signal=1 (Conf=100.0%), Magnitude=-1.45% (Conf=45.8567%) [2026-01-08T20:35:19.693816] [INFO ] [main ] Fetching symbol history for CAH... [2026-01-08T20:35:19.693869] [DEBUG] [REMOTE ] CAH: Fetching historical data. [2026-01-08T20:35:19.695659] [INFO ] [main ] Progress: 22/392 forecasts completed (5.6%). FEPI finished in 0.6s. ETA: 1m 7s. Rate: 329.27 forecasts/min [2026-01-08T20:35:19.707911] [DEBUG] [REMOTE ] CAH: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:19.708948] [DEBUG] [LOCAL ] Loaded configuration for CAH: 10 features, N/A% accuracy [2026-01-08T20:35:19.709001] [INFO ] [LOCAL ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config [2026-01-08T20:35:19.709033] [DEBUG] [MAG ] Building data for symbol: CAH with lookback: 0 [2026-01-08T20:35:19.709860] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-08T20:35:19.709937] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:19.714296] [DEBUG] [MAG ] FWRD: Last date is validated at 2026-01-08 [2026-01-08T20:35:19.714932] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:19.716390] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:19.718180] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:19.718749] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:19.719987] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:19.721918] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:19.723101] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:19.723802] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:19.725235] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-08T20:35:19.727165] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:19.782998] [DEBUG] [MAG ] SO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:19.867243] [INFO ] [LOCAL ] SO: Saved forecast. [2026-01-08T20:35:19.867308] [INFO ] [main ] SO: Signal=1 (Conf=100.0%), Magnitude=0.30% (Conf=46.663%) [2026-01-08T20:35:19.867806] [INFO ] [main ] Fetching symbol history for FCTE... [2026-01-08T20:35:19.867858] [DEBUG] [REMOTE ] FCTE: Fetching historical data. [2026-01-08T20:35:19.868658] [INFO ] [main ] Progress: 23/392 forecasts completed (5.9%). SO finished in 0.6s. ETA: 1m 7s. Rate: 329.99 forecasts/min [2026-01-08T20:35:19.879733] [DEBUG] [REMOTE ] FCTE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:19.880864] [DEBUG] [LOCAL ] Loaded configuration for FCTE: 2 features, N/A% accuracy [2026-01-08T20:35:19.880921] [INFO ] [LOCAL ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config [2026-01-08T20:35:19.880972] [DEBUG] [MAG ] Building data for symbol: FCTE with lookback: 0 [2026-01-08T20:35:19.881787] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:19.881863] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:19.885038] [DEBUG] [MAG ] FWRD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:19.886689] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:19.888633] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:19.938046] [DEBUG] [MAG ] AZN: Last date is validated at 2026-01-08 [2026-01-08T20:35:19.973081] [INFO ] [LOCAL ] FWRD: Saved forecast. [2026-01-08T20:35:19.973147] [INFO ] [main ] FWRD: Signal=1 (Conf=100.0%), Magnitude=-2.36% (Conf=51.296%) [2026-01-08T20:35:19.973511] [INFO ] [main ] Fetching symbol history for NRDS... [2026-01-08T20:35:19.973561] [DEBUG] [REMOTE ] NRDS: Fetching historical data. [2026-01-08T20:35:19.973669] [INFO ] [main ] Progress: 24/392 forecasts completed (6.1%). FWRD finished in 0.6s. ETA: 1m 6s. Rate: 335.91 forecasts/min [2026-01-08T20:35:19.985096] [DEBUG] [REMOTE ] NRDS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:19.986187] [DEBUG] [LOCAL ] Loaded configuration for NRDS: 6 features, N/A% accuracy [2026-01-08T20:35:19.986239] [INFO ] [LOCAL ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config [2026-01-08T20:35:19.986270] [DEBUG] [MAG ] Building data for symbol: NRDS with lookback: 0 [2026-01-08T20:35:19.987094] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:19.987155] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:19.988904] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:19.989439] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:19.989860] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:19.990628] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:19.991771] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:19.993106] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:20.079553] [DEBUG] [MAG ] CAH: Last date is validated at 2026-01-08 [2026-01-08T20:35:20.103624] [DEBUG] [MAG ] AZN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:20.198794] [INFO ] [LOCAL ] AZN: Saved forecast. [2026-01-08T20:35:20.198859] [INFO ] [main ] AZN: Signal=1 (Conf=100.0%), Magnitude=-0.32% (Conf=48.6001%) [2026-01-08T20:35:20.199019] [INFO ] [main ] Fetching symbol history for IONS... [2026-01-08T20:35:20.199062] [DEBUG] [REMOTE ] IONS: Fetching historical data. [2026-01-08T20:35:20.200660] [INFO ] [main ] Progress: 25/392 forecasts completed (6.4%). AZN finished in 0.6s. ETA: 1m 6s. Rate: 332.31 forecasts/min [2026-01-08T20:35:20.213745] [DEBUG] [REMOTE ] IONS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:20.214879] [DEBUG] [LOCAL ] Loaded configuration for IONS: 9 features, N/A% accuracy [2026-01-08T20:35:20.214932] [INFO ] [LOCAL ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config [2026-01-08T20:35:20.214963] [DEBUG] [MAG ] Building data for symbol: IONS with lookback: 0 [2026-01-08T20:35:20.215759] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:20.215822] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:20.220810] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:20.222774] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:20.223265] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:20.223685] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:20.224477] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:20.240151] [DEBUG] [MAG ] FCTE: Last date is validated at 2026-01-08 [2026-01-08T20:35:20.251867] [DEBUG] [MAG ] CAH: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:20.332013] [DEBUG] [MAG ] NRDS: Last date is validated at 2026-01-08 [2026-01-08T20:35:20.341018] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:20.381735] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:20.383358] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:20.384568] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:20.425188] [DEBUG] [MAG ] FCTE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:20.488352] [INFO ] [LOCAL ] FCTE: Saved forecast. [2026-01-08T20:35:20.488418] [INFO ] [main ] FCTE: Signal=1 (Conf=100.0%), Magnitude=0.79% (Conf=48.3171%) [2026-01-08T20:35:20.488835] [INFO ] [main ] Fetching symbol history for VIRC... [2026-01-08T20:35:20.488895] [DEBUG] [REMOTE ] VIRC: Fetching historical data. [2026-01-08T20:35:20.488850] [INFO ] [main ] Progress: 26/392 forecasts completed (6.6%). FCTE finished in 0.6s. ETA: 1m 8s. Rate: 324.86 forecasts/min [2026-01-08T20:35:20.500216] [DEBUG] [REMOTE ] VIRC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:20.501169] [DEBUG] [MAG ] NRDS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:20.501425] [DEBUG] [LOCAL ] Loaded configuration for VIRC: 7 features, N/A% accuracy [2026-01-08T20:35:20.501494] [INFO ] [LOCAL ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config [2026-01-08T20:35:20.501538] [DEBUG] [MAG ] Building data for symbol: VIRC with lookback: 0 [2026-01-08T20:35:20.502468] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:20.502542] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:20.507357] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:20.509176] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:20.509713] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:20.510145] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:20.510551] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:20.511432] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:20.513796] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:20.546003] [INFO ] [LOCAL ] CAH: Saved forecast. [2026-01-08T20:35:20.546068] [INFO ] [main ] CAH: Signal=1 (Conf=100.0%), Magnitude=-1.65% (Conf=41.8755%) [2026-01-08T20:35:20.546449] [INFO ] [main ] Progress: 27/392 forecasts completed (6.9%). CAH finished in 0.9s. ETA: 1m 6s. Rate: 333.35 forecasts/min [2026-01-08T20:35:20.546596] [INFO ] [main ] Fetching symbol history for NAC... [2026-01-08T20:35:20.546644] [DEBUG] [REMOTE ] NAC: Fetching historical data. [2026-01-08T20:35:20.559457] [DEBUG] [REMOTE ] NAC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:20.560696] [DEBUG] [LOCAL ] Loaded configuration for NAC: 6 features, N/A% accuracy [2026-01-08T20:35:20.560754] [INFO ] [LOCAL ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config [2026-01-08T20:35:20.560785] [DEBUG] [MAG ] Building data for symbol: NAC with lookback: 0 [2026-01-08T20:35:20.561664] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:20.561729] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:20.566687] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:20.567528] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:20.569973] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:20.575165] [INFO ] [LOCAL ] NRDS: Saved forecast. [2026-01-08T20:35:20.575235] [INFO ] [main ] NRDS: Signal=1 (Conf=100.0%), Magnitude=1.47% (Conf=56.5781%) [2026-01-08T20:35:20.575391] [INFO ] [main ] Fetching symbol history for LXEO... [2026-01-08T20:35:20.575434] [DEBUG] [REMOTE ] LXEO: Fetching historical data. [2026-01-08T20:35:20.575820] [INFO ] [main ] Progress: 28/392 forecasts completed (7.1%). NRDS finished in 0.6s. ETA: 1m 4s. Rate: 343.62 forecasts/min [2026-01-08T20:35:20.586934] [DEBUG] [REMOTE ] LXEO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:20.588431] [DEBUG] [LOCAL ] Loaded configuration for LXEO: 3 features, N/A% accuracy [2026-01-08T20:35:20.588492] [INFO ] [LOCAL ] LXEO: Loaded 3 optimal features with 51.84% confidence from JSON config [2026-01-08T20:35:20.588524] [DEBUG] [MAG ] Building data for symbol: LXEO with lookback: 0 [2026-01-08T20:35:20.589311] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:20.589380] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:20.591785] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:20.592467] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:20.594059] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:20.610355] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:20.612692] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:20.613466] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:20.728346] [DEBUG] [MAG ] IONS: Last date is validated at 2026-01-08 [2026-01-08T20:35:20.879286] [DEBUG] [MAG ] VIRC: Last date is validated at 2026-01-08 [2026-01-08T20:35:20.902075] [DEBUG] [MAG ] IONS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:20.933645] [DEBUG] [MAG ] LXEO: Last date is validated at 2026-01-08 [2026-01-08T20:35:20.958982] [DEBUG] [MAG ] NAC: Last date is validated at 2026-01-08 [2026-01-08T20:35:21.037260] [INFO ] [LOCAL ] IONS: Saved forecast. [2026-01-08T20:35:21.037330] [INFO ] [main ] IONS: Signal=1 (Conf=100.0%), Magnitude=-3.21% (Conf=53.8161%) [2026-01-08T20:35:21.037717] [INFO ] [main ] Fetching symbol history for EWTX... [2026-01-08T20:35:21.037768] [DEBUG] [REMOTE ] EWTX: Fetching historical data. [2026-01-08T20:35:21.038665] [INFO ] [main ] Progress: 29/392 forecasts completed (7.4%). IONS finished in 0.8s. ETA: 1m 7s. Rate: 325.12 forecasts/min [2026-01-08T20:35:21.057747] [DEBUG] [REMOTE ] EWTX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:21.058857] [DEBUG] [LOCAL ] Loaded configuration for EWTX: 4 features, N/A% accuracy [2026-01-08T20:35:21.058924] [INFO ] [LOCAL ] EWTX: Loaded 4 optimal features with 57.73% confidence from JSON config [2026-01-08T20:35:21.058957] [DEBUG] [MAG ] Building data for symbol: EWTX with lookback: 0 [2026-01-08T20:35:21.060099] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:21.060178] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:21.065111] [DEBUG] [MAG ] VIRC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:21.065272] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:21.067876] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:21.105355] [DEBUG] [MAG ] LXEO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:21.106622] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:21.108752] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:21.137205] [DEBUG] [MAG ] NAC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:21.137299] [INFO ] [LOCAL ] VIRC: Saved forecast. [2026-01-08T20:35:21.137372] [INFO ] [main ] VIRC: Signal=1 (Conf=100.0%), Magnitude=0.37% (Conf=45.9051%) [2026-01-08T20:35:21.137540] [INFO ] [main ] Fetching symbol history for WEX... [2026-01-08T20:35:21.137805] [DEBUG] [REMOTE ] WEX: Fetching historical data. [2026-01-08T20:35:21.138716] [INFO ] [main ] Progress: 30/392 forecasts completed (7.7%). VIRC finished in 0.6s. ETA: 1m 6s. Rate: 330.16 forecasts/min [2026-01-08T20:35:21.150106] [DEBUG] [REMOTE ] WEX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:21.150995] [DEBUG] [LOCAL ] Loaded configuration for WEX: 3 features, N/A% accuracy [2026-01-08T20:35:21.151049] [INFO ] [LOCAL ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config [2026-01-08T20:35:21.151081] [DEBUG] [MAG ] Building data for symbol: WEX with lookback: 0 [2026-01-08T20:35:21.152091] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:21.152160] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:21.158057] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:21.158799] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:21.160943] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:21.179099] [INFO ] [LOCAL ] LXEO: Saved forecast. [2026-01-08T20:35:21.179166] [INFO ] [main ] LXEO: Signal=1 (Conf=100.0%), Magnitude=-6.25% (Conf=51.8446%) [2026-01-08T20:35:21.179521] [INFO ] [main ] Progress: 31/392 forecasts completed (7.9%). LXEO finished in 0.6s. ETA: 1m 4s. Rate: 338.63 forecasts/min [2026-01-08T20:35:21.179675] [INFO ] [main ] Fetching symbol history for VNQI... [2026-01-08T20:35:21.179906] [DEBUG] [REMOTE ] VNQI: Fetching historical data. [2026-01-08T20:35:21.195633] [DEBUG] [REMOTE ] VNQI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:21.197541] [DEBUG] [LOCAL ] Loaded configuration for VNQI: 2 features, N/A% accuracy [2026-01-08T20:35:21.197619] [INFO ] [LOCAL ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config [2026-01-08T20:35:21.197652] [DEBUG] [MAG ] Building data for symbol: VNQI with lookback: 0 [2026-01-08T20:35:21.198532] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:21.198615] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:21.200462] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:21.201682] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:21.206544] [INFO ] [LOCAL ] NAC: Saved forecast. [2026-01-08T20:35:21.206633] [INFO ] [main ] NAC: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=32.5736%) [2026-01-08T20:35:21.207083] [INFO ] [main ] Fetching symbol history for SPRX... [2026-01-08T20:35:21.207136] [DEBUG] [REMOTE ] SPRX: Fetching historical data. [2026-01-08T20:35:21.207654] [INFO ] [main ] Progress: 32/392 forecasts completed (8.2%). NAC finished in 0.7s. ETA: 1m 2s. Rate: 347.77 forecasts/min [2026-01-08T20:35:21.218805] [DEBUG] [REMOTE ] SPRX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:21.219833] [DEBUG] [LOCAL ] Loaded configuration for SPRX: 2 features, N/A% accuracy [2026-01-08T20:35:21.219886] [INFO ] [LOCAL ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config [2026-01-08T20:35:21.219917] [DEBUG] [MAG ] Building data for symbol: SPRX with lookback: 0 [2026-01-08T20:35:21.220732] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:21.220791] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:21.221786] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:21.223166] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:21.480191] [DEBUG] [MAG ] EWTX: Last date is validated at 2026-01-08 [2026-01-08T20:35:21.524690] [DEBUG] [MAG ] WEX: Last date is validated at 2026-01-08 [2026-01-08T20:35:21.551807] [DEBUG] [MAG ] VNQI: Last date is validated at 2026-01-08 [2026-01-08T20:35:21.575184] [DEBUG] [MAG ] SPRX: Last date is validated at 2026-01-08 [2026-01-08T20:35:21.654500] [DEBUG] [MAG ] EWTX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:21.694940] [DEBUG] [MAG ] WEX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:21.717637] [DEBUG] [MAG ] VNQI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:21.745888] [DEBUG] [MAG ] SPRX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:21.748660] [INFO ] [LOCAL ] EWTX: Saved forecast. [2026-01-08T20:35:21.748743] [INFO ] [main ] EWTX: Signal=1 (Conf=100.0%), Magnitude=3.32% (Conf=57.7345%) [2026-01-08T20:35:21.749144] [INFO ] [main ] Fetching symbol history for IEP... [2026-01-08T20:35:21.749199] [DEBUG] [REMOTE ] IEP: Fetching historical data. [2026-01-08T20:35:21.749213] [INFO ] [main ] Progress: 33/392 forecasts completed (8.4%). EWTX finished in 0.7s. ETA: 1m 6s. Rate: 326.60 forecasts/min [2026-01-08T20:35:21.762393] [DEBUG] [REMOTE ] IEP: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:21.763291] [DEBUG] [LOCAL ] Loaded configuration for IEP: 4 features, N/A% accuracy [2026-01-08T20:35:21.763344] [INFO ] [LOCAL ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config [2026-01-08T20:35:21.763759] [DEBUG] [MAG ] Building data for symbol: IEP with lookback: 0 [2026-01-08T20:35:21.764535] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:21.764619] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:21.766359] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:21.766891] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:21.767307] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:21.782442] [INFO ] [LOCAL ] VNQI: Saved forecast. [2026-01-08T20:35:21.782515] [INFO ] [main ] VNQI: Signal=1 (Conf=100.0%), Magnitude=0.60% (Conf=63.1963%) [2026-01-08T20:35:21.782840] [INFO ] [main ] Fetching symbol history for SPB... [2026-01-08T20:35:21.782892] [DEBUG] [REMOTE ] SPB: Fetching historical data. [2026-01-08T20:35:21.783806] [INFO ] [main ] Progress: 34/392 forecasts completed (8.7%). VNQI finished in 0.6s. ETA: 1m 4s. Rate: 334.59 forecasts/min [2026-01-08T20:35:21.796335] [DEBUG] [REMOTE ] SPB: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:21.797430] [DEBUG] [LOCAL ] Loaded configuration for SPB: 6 features, N/A% accuracy [2026-01-08T20:35:21.797480] [INFO ] [LOCAL ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config [2026-01-08T20:35:21.797535] [DEBUG] [MAG ] Building data for symbol: SPB with lookback: 0 [2026-01-08T20:35:21.798342] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:21.798404] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:21.800487] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:21.801036] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:21.801427] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:21.802336] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:21.803951] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-08T20:35:21.805357] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:21.830585] [INFO ] [LOCAL ] WEX: Saved forecast. [2026-01-08T20:35:21.830652] [INFO ] [main ] WEX: Signal=1 (Conf=100.0%), Magnitude=1.16% (Conf=53.2942%) [2026-01-08T20:35:21.830880] [INFO ] [LOCAL ] SPRX: Saved forecast. [2026-01-08T20:35:21.830934] [INFO ] [main ] SPRX: Signal=1 (Conf=100.0%), Magnitude=-0.15% (Conf=49.001%) [2026-01-08T20:35:21.831002] [INFO ] [main ] Fetching symbol history for HUM... [2026-01-08T20:35:21.831052] [DEBUG] [REMOTE ] HUM: Fetching historical data. [2026-01-08T20:35:21.831061] [INFO ] [main ] Fetching symbol history for ULCC... [2026-01-08T20:35:21.831103] [DEBUG] [REMOTE ] ULCC: Fetching historical data. [2026-01-08T20:35:21.831668] [INFO ] [main ] Progress: 35/392 forecasts completed (8.9%). WEX finished in 0.7s. ETA: 1m 3s. Rate: 341.75 forecasts/min [2026-01-08T20:35:21.832638] [INFO ] [main ] Progress: 36/392 forecasts completed (9.2%). SPRX finished in 0.6s. ETA: 1m 1s. Rate: 351.45 forecasts/min [2026-01-08T20:35:21.842112] [DEBUG] [REMOTE ] HUM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:21.842680] [DEBUG] [REMOTE ] ULCC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:21.843033] [DEBUG] [LOCAL ] Loaded configuration for HUM: 1 features, N/A% accuracy [2026-01-08T20:35:21.843087] [INFO ] [LOCAL ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config [2026-01-08T20:35:21.843119] [DEBUG] [MAG ] Building data for symbol: HUM with lookback: 0 [2026-01-08T20:35:21.843316] [DEBUG] [LOCAL ] Loaded configuration for ULCC: 1 features, N/A% accuracy [2026-01-08T20:35:21.843366] [INFO ] [LOCAL ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config [2026-01-08T20:35:21.843397] [DEBUG] [MAG ] Building data for symbol: ULCC with lookback: 0 [2026-01-08T20:35:21.843924] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:21.843987] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:21.846320] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:21.844192] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:21.848649] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:21.853602] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:21.880251] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:22.145443] [DEBUG] [MAG ] SPB: Last date is validated at 2026-01-08 [2026-01-08T20:35:22.189663] [DEBUG] [MAG ] HUM: Last date is validated at 2026-01-08 [2026-01-08T20:35:22.207586] [DEBUG] [MAG ] ULCC: Last date is validated at 2026-01-08 [2026-01-08T20:35:22.219533] [DEBUG] [MAG ] IEP: Last date is validated at 2026-01-08 [2026-01-08T20:35:22.311095] [DEBUG] [MAG ] SPB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:22.355595] [DEBUG] [MAG ] HUM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:22.374983] [DEBUG] [MAG ] ULCC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:22.384297] [DEBUG] [MAG ] IEP: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:22.407564] [INFO ] [LOCAL ] SPB: Saved forecast. [2026-01-08T20:35:22.407653] [INFO ] [main ] SPB: Signal=1 (Conf=100.0%), Magnitude=1.35% (Conf=40.5196%) [2026-01-08T20:35:22.408250] [INFO ] [main ] Progress: 37/392 forecasts completed (9.4%). SPB finished in 0.6s. ETA: 1m 4s. Rate: 330.28 forecasts/min [2026-01-08T20:35:22.408397] [INFO ] [main ] Fetching symbol history for AGNCM... [2026-01-08T20:35:22.408440] [DEBUG] [REMOTE ] AGNCM: Fetching historical data. [2026-01-08T20:35:22.421876] [DEBUG] [REMOTE ] AGNCM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:22.423092] [DEBUG] [LOCAL ] Loaded configuration for AGNCM: 1 features, N/A% accuracy [2026-01-08T20:35:22.423145] [INFO ] [LOCAL ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config [2026-01-08T20:35:22.423176] [DEBUG] [MAG ] Building data for symbol: AGNCM with lookback: 0 [2026-01-08T20:35:22.423997] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:22.424054] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-08T20:35:22.427224] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:22.439776] [INFO ] [LOCAL ] ULCC: Saved forecast. [2026-01-08T20:35:22.439846] [INFO ] [main ] ULCC: Signal=1 (Conf=100.0%), Magnitude=0.70% (Conf=50.5037%) [2026-01-08T20:35:22.440207] [INFO ] [main ] Fetching symbol history for AMG... [2026-01-08T20:35:22.440258] [DEBUG] [REMOTE ] AMG: Fetching historical data. [2026-01-08T20:35:22.441693] [INFO ] [LOCAL ] IEP: Saved forecast. [2026-01-08T20:35:22.441644] [INFO ] [main ] Progress: 38/392 forecasts completed (9.7%). ULCC finished in 0.6s. ETA: 1m 3s. Rate: 337.53 forecasts/min [2026-01-08T20:35:22.441758] [INFO ] [main ] IEP: Signal=1 (Conf=100.0%), Magnitude=3.00% (Conf=56.7485%) [2026-01-08T20:35:22.442096] [INFO ] [main ] Fetching symbol history for KMDA... [2026-01-08T20:35:22.442146] [DEBUG] [REMOTE ] KMDA: Fetching historical data. [2026-01-08T20:35:22.442640] [INFO ] [main ] Progress: 39/392 forecasts completed (9.9%). IEP finished in 0.7s. ETA: 1m 1s. Rate: 346.36 forecasts/min [2026-01-08T20:35:22.452388] [DEBUG] [REMOTE ] AMG: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:22.453665] [DEBUG] [LOCAL ] Loaded configuration for AMG: 5 features, N/A% accuracy [2026-01-08T20:35:22.453717] [INFO ] [LOCAL ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config [2026-01-08T20:35:22.453749] [DEBUG] [MAG ] Building data for symbol: AMG with lookback: 0 [2026-01-08T20:35:22.454518] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:22.454596] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:22.454861] [DEBUG] [REMOTE ] KMDA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:22.455442] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:22.455699] [DEBUG] [LOCAL ] Loaded configuration for KMDA: 5 features, N/A% accuracy [2026-01-08T20:35:22.455751] [INFO ] [LOCAL ] KMDA: Loaded 5 optimal features with 64.72% confidence from JSON config [2026-01-08T20:35:22.455782] [DEBUG] [MAG ] Building data for symbol: KMDA with lookback: 0 [2026-01-08T20:35:22.456530] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:22.456611] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:22.456626] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:22.457844] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:22.458490] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:22.458758] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:35:22.459188] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:22.459568] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:22.459679] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:22.495373] [INFO ] [LOCAL ] HUM: Saved forecast. [2026-01-08T20:35:22.495444] [INFO ] [main ] HUM: Signal=1 (Conf=100.0%), Magnitude=2.26% (Conf=52.7504%) [2026-01-08T20:35:22.495630] [INFO ] [main ] Fetching symbol history for RMBI... [2026-01-08T20:35:22.495677] [DEBUG] [REMOTE ] RMBI: Fetching historical data. [2026-01-08T20:35:22.496667] [INFO ] [main ] Progress: 40/392 forecasts completed (10.2%). HUM finished in 0.7s. ETA: 59.9s. Rate: 352.43 forecasts/min [2026-01-08T20:35:22.506364] [DEBUG] [REMOTE ] RMBI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:22.507843] [DEBUG] [LOCAL ] Loaded configuration for RMBI: 9 features, N/A% accuracy [2026-01-08T20:35:22.507894] [INFO ] [LOCAL ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config [2026-01-08T20:35:22.507935] [DEBUG] [MAG ] Building data for symbol: RMBI with lookback: 0 [2026-01-08T20:35:22.508744] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:22.508807] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:22.510466] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:22.510991] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:22.511416] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:22.512171] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:22.512984] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:22.553131] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:22.554345] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:22.555038] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:22.556665] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:22.567141] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:35:22.568079] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:22.772885] [DEBUG] [MAG ] AGNCM: Last date is validated at 2026-01-08 [2026-01-08T20:35:22.802700] [DEBUG] [MAG ] AMG: Last date is validated at 2026-01-08 [2026-01-08T20:35:22.899091] [DEBUG] [MAG ] RMBI: Last date is validated at 2026-01-08 [2026-01-08T20:35:22.905734] [DEBUG] [MAG ] KMDA: Last date is validated at 2026-01-08 [2026-01-08T20:35:22.938956] [DEBUG] [MAG ] AGNCM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:22.971852] [DEBUG] [MAG ] AMG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:22.991846] [INFO ] [LOCAL ] AGNCM: Saved forecast. [2026-01-08T20:35:22.991929] [INFO ] [main ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=-0.02% (Conf=42.0371%) [2026-01-08T20:35:22.992106] [INFO ] [main ] Fetching symbol history for MYN... [2026-01-08T20:35:22.992151] [DEBUG] [REMOTE ] MYN: Fetching historical data. [2026-01-08T20:35:22.992999] [INFO ] [main ] Progress: 41/392 forecasts completed (10.5%). AGNCM finished in 0.6s. ETA: 1m 3s. Rate: 336.70 forecasts/min [2026-01-08T20:35:23.005099] [DEBUG] [REMOTE ] MYN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:23.006279] [DEBUG] [LOCAL ] Loaded configuration for MYN: 6 features, N/A% accuracy [2026-01-08T20:35:23.006332] [INFO ] [LOCAL ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config [2026-01-08T20:35:23.006363] [DEBUG] [MAG ] Building data for symbol: MYN with lookback: 0 [2026-01-08T20:35:23.007189] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:23.007250] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:23.008985] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:23.009492] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:23.009903] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:23.010770] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:23.013091] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:23.014715] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:23.067392] [DEBUG] [MAG ] RMBI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:23.071830] [DEBUG] [MAG ] KMDA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:23.093824] [INFO ] [LOCAL ] AMG: Saved forecast. [2026-01-08T20:35:23.093900] [INFO ] [main ] AMG: Signal=1 (Conf=100.0%), Magnitude=1.57% (Conf=52.9908%) [2026-01-08T20:35:23.094250] [INFO ] [main ] Fetching symbol history for EMBC... [2026-01-08T20:35:23.094329] [DEBUG] [REMOTE ] EMBC: Fetching historical data. [2026-01-08T20:35:23.094658] [INFO ] [main ] Progress: 42/392 forecasts completed (10.7%). AMG finished in 0.7s. ETA: 1m 2s. Rate: 340.18 forecasts/min [2026-01-08T20:35:23.106012] [DEBUG] [REMOTE ] EMBC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:23.107204] [DEBUG] [LOCAL ] Loaded configuration for EMBC: 1 features, N/A% accuracy [2026-01-08T20:35:23.107264] [INFO ] [LOCAL ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config [2026-01-08T20:35:23.107298] [DEBUG] [MAG ] Building data for symbol: EMBC with lookback: 0 [2026-01-08T20:35:23.108321] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:23.108388] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:23.109994] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:23.130741] [INFO ] [LOCAL ] KMDA: Saved forecast. [2026-01-08T20:35:23.130808] [INFO ] [main ] KMDA: Signal=1 (Conf=100.0%), Magnitude=-0.00% (Conf=64.7246%) [2026-01-08T20:35:23.131188] [INFO ] [main ] Fetching symbol history for IZEA... [2026-01-08T20:35:23.131238] [DEBUG] [REMOTE ] IZEA: Fetching historical data. [2026-01-08T20:35:23.131646] [INFO ] [main ] Progress: 43/392 forecasts completed (11.0%). KMDA finished in 0.7s. ETA: 1m 0s. Rate: 346.55 forecasts/min [2026-01-08T20:35:23.135936] [INFO ] [LOCAL ] RMBI: Saved forecast. [2026-01-08T20:35:23.136002] [INFO ] [main ] RMBI: Signal=1 (Conf=100.0%), Magnitude=1.48% (Conf=60.8079%) [2026-01-08T20:35:23.136376] [INFO ] [main ] Fetching symbol history for TSCO... [2026-01-08T20:35:23.136427] [DEBUG] [REMOTE ] TSCO: Fetching historical data. [2026-01-08T20:35:23.136616] [INFO ] [main ] Progress: 44/392 forecasts completed (11.2%). RMBI finished in 0.6s. ETA: 58.9s. Rate: 354.37 forecasts/min [2026-01-08T20:35:23.145082] [DEBUG] [REMOTE ] IZEA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:23.146310] [DEBUG] [LOCAL ] Loaded configuration for IZEA: 0 features, N/A% accuracy [2026-01-08T20:35:23.146369] [INFO ] [LOCAL ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config [2026-01-08T20:35:23.146400] [DEBUG] [MAG ] Building data for symbol: IZEA with lookback: 0 [2026-01-08T20:35:23.147208] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-08T20:35:23.147182] [DEBUG] [REMOTE ] TSCO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:23.149268] [DEBUG] [LOCAL ] Loaded configuration for TSCO: 6 features, N/A% accuracy [2026-01-08T20:35:23.149322] [INFO ] [LOCAL ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config [2026-01-08T20:35:23.149353] [DEBUG] [MAG ] Building data for symbol: TSCO with lookback: 0 [2026-01-08T20:35:23.150121] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:23.150182] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:23.150898] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:23.152213] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:23.152889] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:35:23.153587] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:23.155158] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-08T20:35:23.157384] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:23.368718] [DEBUG] [MAG ] MYN: Last date is validated at 2026-01-08 [2026-01-08T20:35:23.460484] [DEBUG] [MAG ] EMBC: Last date is validated at 2026-01-08 [2026-01-08T20:35:23.483910] [DEBUG] [MAG ] IZEA: Last date is validated at 2026-01-08 [2026-01-08T20:35:23.507930] [DEBUG] [MAG ] TSCO: Last date is validated at 2026-01-08 [2026-01-08T20:35:23.559692] [DEBUG] [MAG ] MYN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:23.617084] [INFO ] [LOCAL ] MYN: Saved forecast. [2026-01-08T20:35:23.617157] [INFO ] [main ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.07% (Conf=48.6561%) [2026-01-08T20:35:23.617493] [INFO ] [main ] Fetching symbol history for ANDE... [2026-01-08T20:35:23.617549] [DEBUG] [REMOTE ] ANDE: Fetching historical data. [2026-01-08T20:35:23.618515] [INFO ] [main ] Progress: 45/392 forecasts completed (11.5%). MYN finished in 0.6s. ETA: 1m 1s. Rate: 340.40 forecasts/min [2026-01-08T20:35:23.630290] [DEBUG] [MAG ] EMBC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:23.630888] [DEBUG] [REMOTE ] ANDE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:23.632544] [DEBUG] [LOCAL ] Loaded configuration for ANDE: 6 features, N/A% accuracy [2026-01-08T20:35:23.632627] [INFO ] [LOCAL ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config [2026-01-08T20:35:23.632661] [DEBUG] [MAG ] Building data for symbol: ANDE with lookback: 0 [2026-01-08T20:35:23.633443] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:23.633507] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:23.634390] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:23.637050] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:23.638741] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:23.641538] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:23.642186] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-08T20:35:23.648228] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:23.649290] [DEBUG] [MAG ] IZEA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:23.680994] [DEBUG] [MAG ] TSCO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:23.699479] [INFO ] [LOCAL ] IZEA: Saved forecast. [2026-01-08T20:35:23.699547] [INFO ] [main ] IZEA: Signal=1 (Conf=100.0%), Magnitude=-6.52% (Conf=44.6694%) [2026-01-08T20:35:23.699899] [INFO ] [main ] Fetching symbol history for AMRX... [2026-01-08T20:35:23.699948] [DEBUG] [REMOTE ] AMRX: Fetching historical data. [2026-01-08T20:35:23.700653] [INFO ] [main ] Progress: 46/392 forecasts completed (11.7%). IZEA finished in 0.6s. ETA: 1m 0s. Rate: 344.40 forecasts/min [2026-01-08T20:35:23.701222] [INFO ] [LOCAL ] EMBC: Saved forecast. [2026-01-08T20:35:23.701297] [INFO ] [main ] EMBC: Signal=1 (Conf=100.0%), Magnitude=9.37% (Conf=57.2327%) [2026-01-08T20:35:23.701836] [INFO ] [main ] Fetching symbol history for KRG... [2026-01-08T20:35:23.701891] [DEBUG] [REMOTE ] KRG: Fetching historical data. [2026-01-08T20:35:23.702624] [INFO ] [main ] Progress: 47/392 forecasts completed (12.0%). EMBC finished in 0.6s. ETA: 58.8s. Rate: 351.80 forecasts/min [2026-01-08T20:35:23.712438] [DEBUG] [REMOTE ] AMRX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:23.713326] [DEBUG] [REMOTE ] KRG: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:23.713814] [DEBUG] [LOCAL ] Loaded configuration for AMRX: 6 features, N/A% accuracy [2026-01-08T20:35:23.713875] [INFO ] [LOCAL ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config [2026-01-08T20:35:23.713907] [DEBUG] [MAG ] Building data for symbol: AMRX with lookback: 0 [2026-01-08T20:35:23.714151] [DEBUG] [LOCAL ] Loaded configuration for KRG: 10 features, N/A% accuracy [2026-01-08T20:35:23.714217] [INFO ] [LOCAL ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config [2026-01-08T20:35:23.714259] [DEBUG] [MAG ] Building data for symbol: KRG with lookback: 0 [2026-01-08T20:35:23.714690] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:23.714754] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:23.715333] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-08T20:35:23.715417] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:23.716395] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:23.716905] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:23.718226] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:23.720226] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:23.758166] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:23.759218] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:23.760377] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:23.762323] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:23.768743] [INFO ] [LOCAL ] TSCO: Saved forecast. [2026-01-08T20:35:23.768817] [INFO ] [main ] TSCO: Signal=1 (Conf=100.0%), Magnitude=3.47% (Conf=57.798%) [2026-01-08T20:35:23.768980] [INFO ] [main ] Fetching symbol history for NVD... [2026-01-08T20:35:23.769030] [DEBUG] [REMOTE ] NVD: Fetching historical data. [2026-01-08T20:35:23.770251] [INFO ] [main ] Progress: 48/392 forecasts completed (12.2%). TSCO finished in 0.6s. ETA: 57.9s. Rate: 356.28 forecasts/min [2026-01-08T20:35:23.780013] [DEBUG] [REMOTE ] NVD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:23.781048] [DEBUG] [LOCAL ] Loaded configuration for NVD: 4 features, N/A% accuracy [2026-01-08T20:35:23.781100] [INFO ] [LOCAL ] NVD: Loaded 4 optimal features with 62.99% confidence from JSON config [2026-01-08T20:35:23.781131] [DEBUG] [MAG ] Building data for symbol: NVD with lookback: 0 [2026-01-08T20:35:23.781908] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:23.781967] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:23.786679] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:23.788428] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:23.788906] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:23.789655] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:23.800212] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:23.802621] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:23.803374] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:23.804030] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:23.805857] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:23.806330] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:23.807446] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:23.809568] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:23.994457] [DEBUG] [MAG ] ANDE: Last date is validated at 2026-01-08 [2026-01-08T20:35:24.097386] [DEBUG] [MAG ] AMRX: Last date is validated at 2026-01-08 [2026-01-08T20:35:24.129312] [DEBUG] [MAG ] NVD: Last date is validated at 2026-01-08 [2026-01-08T20:35:24.157241] [DEBUG] [MAG ] KRG: Last date is validated at 2026-01-08 [2026-01-08T20:35:24.163679] [DEBUG] [MAG ] ANDE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:24.264229] [DEBUG] [MAG ] AMRX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:24.271077] [INFO ] [LOCAL ] ANDE: Saved forecast. [2026-01-08T20:35:24.271145] [INFO ] [main ] ANDE: Signal=1 (Conf=100.0%), Magnitude=5.17% (Conf=64.9657%) [2026-01-08T20:35:24.271497] [INFO ] [main ] Fetching symbol history for KNTK... [2026-01-08T20:35:24.271547] [DEBUG] [REMOTE ] KNTK: Fetching historical data. [2026-01-08T20:35:24.271689] [INFO ] [main ] Progress: 49/392 forecasts completed (12.5%). ANDE finished in 0.7s. ETA: 1m 0s. Rate: 342.46 forecasts/min [2026-01-08T20:35:24.283387] [DEBUG] [REMOTE ] KNTK: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:24.284623] [DEBUG] [LOCAL ] Loaded configuration for KNTK: 5 features, N/A% accuracy [2026-01-08T20:35:24.284680] [INFO ] [LOCAL ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config [2026-01-08T20:35:24.284712] [DEBUG] [MAG ] Building data for symbol: KNTK with lookback: 0 [2026-01-08T20:35:24.285560] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:24.285644] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:24.286376] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:24.312992] [DEBUG] [MAG ] NVD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:24.330525] [DEBUG] [MAG ] KRG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:24.332453] [INFO ] [LOCAL ] AMRX: Saved forecast. [2026-01-08T20:35:24.332519] [INFO ] [main ] AMRX: Signal=1 (Conf=100.0%), Magnitude=-0.23% (Conf=52.9259%) [2026-01-08T20:35:24.332702] [INFO ] [main ] Fetching symbol history for ERO... [2026-01-08T20:35:24.332747] [DEBUG] [REMOTE ] ERO: Fetching historical data. [2026-01-08T20:35:24.334655] [INFO ] [main ] Progress: 50/392 forecasts completed (12.8%). AMRX finished in 0.6s. ETA: 59.2s. Rate: 346.91 forecasts/min [2026-01-08T20:35:24.345941] [DEBUG] [REMOTE ] ERO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:24.347155] [DEBUG] [LOCAL ] Loaded configuration for ERO: 6 features, N/A% accuracy [2026-01-08T20:35:24.347211] [INFO ] [LOCAL ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config [2026-01-08T20:35:24.347242] [DEBUG] [MAG ] Building data for symbol: ERO with lookback: 0 [2026-01-08T20:35:24.348114] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:24.348175] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:24.352905] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:24.354658] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:24.355122] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:24.355812] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:24.356794] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:24.359103] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:24.365205] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:24.367223] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:24.368402] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-08T20:35:24.374937] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:24.410097] [INFO ] [LOCAL ] NVD: Saved forecast. [2026-01-08T20:35:24.410164] [INFO ] [main ] NVD: Signal=1 (Conf=100.0%), Magnitude=2.82% (Conf=62.9905%) [2026-01-08T20:35:24.410521] [INFO ] [main ] Progress: 51/392 forecasts completed (13.0%). NVD finished in 0.6s. ETA: 58.3s. Rate: 350.77 forecasts/min [2026-01-08T20:35:24.410668] [INFO ] [main ] Fetching symbol history for UONE... [2026-01-08T20:35:24.410714] [DEBUG] [REMOTE ] UONE: Fetching historical data. [2026-01-08T20:35:24.410857] [INFO ] [LOCAL ] KRG: Saved forecast. [2026-01-08T20:35:24.410930] [INFO ] [main ] KRG: Signal=1 (Conf=100.0%), Magnitude=2.42% (Conf=66.0151%) [2026-01-08T20:35:24.411390] [INFO ] [main ] Progress: 52/392 forecasts completed (13.3%). KRG finished in 0.7s. ETA: 57.0s. Rate: 357.61 forecasts/min [2026-01-08T20:35:24.411413] [INFO ] [main ] Fetching symbol history for RMBS... [2026-01-08T20:35:24.411472] [DEBUG] [REMOTE ] RMBS: Fetching historical data. [2026-01-08T20:35:24.421777] [DEBUG] [REMOTE ] UONE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:24.422702] [DEBUG] [LOCAL ] Loaded configuration for UONE: 14 features, N/A% accuracy [2026-01-08T20:35:24.422754] [INFO ] [LOCAL ] UONE: Loaded 14 optimal features with 30.92% confidence from JSON config [2026-01-08T20:35:24.422788] [DEBUG] [MAG ] Building data for symbol: UONE with lookback: 0 [2026-01-08T20:35:24.423483] [DEBUG] [REMOTE ] RMBS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:24.423565] [DEBUG] [FEATURES ] DataBuilder: Executing 14 feature methods. [2026-01-08T20:35:24.423652] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:24.424219] [DEBUG] [LOCAL ] Loaded configuration for RMBS: 8 features, N/A% accuracy [2026-01-08T20:35:24.424272] [INFO ] [LOCAL ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config [2026-01-08T20:35:24.424304] [DEBUG] [MAG ] Building data for symbol: RMBS with lookback: 0 [2026-01-08T20:35:24.425125] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:24.425191] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:24.425406] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:24.425952] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:24.426402] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:24.426838] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:24.430055] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:24.431822] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:24.432300] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:24.432721] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:24.433443] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:24.434321] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:24.435563] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:24.440092] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:24.469691] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:24.470948] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:24.472997] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:24.475102] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:24.476234] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:35:24.479325] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:24.481272] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:24.484757] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:24.486563] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:24.487416] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:24.698481] [DEBUG] [MAG ] ERO: Last date is validated at 2026-01-08 [2026-01-08T20:35:24.724410] [DEBUG] [MAG ] KNTK: Last date is validated at 2026-01-08 [2026-01-08T20:35:24.787795] [DEBUG] [MAG ] RMBS: Last date is validated at 2026-01-08 [2026-01-08T20:35:24.835289] [DEBUG] [MAG ] UONE: Last date is validated at 2026-01-08 [2026-01-08T20:35:24.864951] [DEBUG] [MAG ] ERO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:24.896100] [DEBUG] [MAG ] KNTK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:24.945264] [INFO ] [LOCAL ] ERO: Saved forecast. [2026-01-08T20:35:24.945331] [INFO ] [main ] ERO: Signal=1 (Conf=100.0%), Magnitude=-1.81% (Conf=63.2%) [2026-01-08T20:35:24.945735] [INFO ] [main ] Fetching symbol history for DBX... [2026-01-08T20:35:24.945787] [DEBUG] [REMOTE ] DBX: Fetching historical data. [2026-01-08T20:35:24.946630] [INFO ] [main ] Progress: 53/392 forecasts completed (13.5%). ERO finished in 0.6s. ETA: 59.2s. Rate: 343.42 forecasts/min [2026-01-08T20:35:24.959237] [DEBUG] [MAG ] RMBS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:24.959372] [DEBUG] [REMOTE ] DBX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:24.960823] [DEBUG] [LOCAL ] Loaded configuration for DBX: 4 features, N/A% accuracy [2026-01-08T20:35:24.960878] [INFO ] [LOCAL ] DBX: Loaded 4 optimal features with 50.06% confidence from JSON config [2026-01-08T20:35:24.960909] [DEBUG] [MAG ] Building data for symbol: DBX with lookback: 0 [2026-01-08T20:35:24.961682] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:24.961741] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:24.962434] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:24.988222] [INFO ] [LOCAL ] KNTK: Saved forecast. [2026-01-08T20:35:24.988313] [INFO ] [main ] KNTK: Signal=1 (Conf=100.0%), Magnitude=0.34% (Conf=58.0805%) [2026-01-08T20:35:24.988509] [INFO ] [main ] Fetching symbol history for BUXX... [2026-01-08T20:35:24.988554] [DEBUG] [REMOTE ] BUXX: Fetching historical data. [2026-01-08T20:35:24.989644] [INFO ] [main ] Progress: 54/392 forecasts completed (13.8%). KNTK finished in 0.7s. ETA: 58.2s. Rate: 348.28 forecasts/min [2026-01-08T20:35:25.000856] [DEBUG] [REMOTE ] BUXX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:25.001716] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:25.002140] [DEBUG] [LOCAL ] Loaded configuration for BUXX: 29 features, N/A% accuracy [2026-01-08T20:35:25.002195] [INFO ] [LOCAL ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config [2026-01-08T20:35:25.002227] [DEBUG] [MAG ] Building data for symbol: BUXX with lookback: 0 [2026-01-08T20:35:25.003052] [DEBUG] [FEATURES ] DataBuilder: Executing 29 feature methods. [2026-01-08T20:35:25.003132] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:25.008602] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:25.010817] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:25.011305] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:25.011768] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:25.012167] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:25.012926] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:25.013733] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:25.016163] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:25.024224] [DEBUG] [MAG ] UONE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:25.049818] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:25.051597] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:25.072723] [INFO ] [LOCAL ] RMBS: Saved forecast. [2026-01-08T20:35:25.073125] [INFO ] [main ] RMBS: Signal=1 (Conf=100.0%), Magnitude=-1.43% (Conf=48.4655%) [2026-01-08T20:35:25.073468] [INFO ] [main ] Fetching symbol history for SITE... [2026-01-08T20:35:25.073519] [DEBUG] [REMOTE ] SITE: Fetching historical data. [2026-01-08T20:35:25.073656] [INFO ] [main ] Progress: 55/392 forecasts completed (14.0%). RMBS finished in 0.7s. ETA: 57.5s. Rate: 351.55 forecasts/min [2026-01-08T20:35:25.084957] [DEBUG] [REMOTE ] SITE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:25.086535] [DEBUG] [LOCAL ] Loaded configuration for SITE: 3 features, N/A% accuracy [2026-01-08T20:35:25.086601] [INFO ] [LOCAL ] SITE: Loaded 3 optimal features with 42.13% confidence from JSON config [2026-01-08T20:35:25.086634] [DEBUG] [MAG ] Building data for symbol: SITE with lookback: 0 [2026-01-08T20:35:25.087398] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:25.087457] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:25.089834] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:25.105877] [INFO ] [LOCAL ] UONE: Saved forecast. [2026-01-08T20:35:25.105959] [INFO ] [main ] UONE: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=30.9248%) [2026-01-08T20:35:25.106160] [INFO ] [main ] Fetching symbol history for CFG... [2026-01-08T20:35:25.106216] [DEBUG] [REMOTE ] CFG: Fetching historical data. [2026-01-08T20:35:25.107641] [INFO ] [main ] Progress: 56/392 forecasts completed (14.3%). UONE finished in 0.7s. ETA: 56.5s. Rate: 356.65 forecasts/min [2026-01-08T20:35:25.117649] [DEBUG] [REMOTE ] CFG: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:25.118652] [DEBUG] [LOCAL ] Loaded configuration for CFG: 5 features, N/A% accuracy [2026-01-08T20:35:25.118717] [INFO ] [LOCAL ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config [2026-01-08T20:35:25.118770] [DEBUG] [MAG ] Building data for symbol: CFG with lookback: 0 [2026-01-08T20:35:25.119817] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:25.119895] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:25.121872] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:25.122378] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:25.122839] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:25.123629] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:25.126171] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:25.128631] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:25.130747] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:25.169340] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:25.170619] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:25.199682] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:25.202657] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:25.215957] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:25.217194] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:25.218568] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:25.300862] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:25.301835] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:25.303734] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:25.306723] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:25.307836] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:25.309901] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:25.310725] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:25.315337] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:25.316674] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:25.318144] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:25.319762] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:25.322894] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:25.323629] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:35:25.324354] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:25.393296] [DEBUG] [MAG ] DBX: Last date is validated at 2026-01-08 [2026-01-08T20:35:25.478061] [DEBUG] [MAG ] CFG: Last date is validated at 2026-01-08 [2026-01-08T20:35:25.544650] [DEBUG] [MAG ] SITE: Last date is validated at 2026-01-08 [2026-01-08T20:35:25.581667] [DEBUG] [MAG ] DBX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:25.645270] [DEBUG] [MAG ] CFG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:25.664028] [INFO ] [LOCAL ] DBX: Saved forecast. [2026-01-08T20:35:25.664095] [INFO ] [main ] DBX: Signal=1 (Conf=100.0%), Magnitude=1.01% (Conf=50.0608%) [2026-01-08T20:35:25.664470] [INFO ] [main ] Progress: 57/392 forecasts completed (14.5%). DBX finished in 0.7s. ETA: 58.6s. Rate: 342.76 forecasts/min [2026-01-08T20:35:25.664634] [INFO ] [main ] Fetching symbol history for EDF... [2026-01-08T20:35:25.664691] [DEBUG] [REMOTE ] EDF: Fetching historical data. [2026-01-08T20:35:25.678406] [DEBUG] [REMOTE ] EDF: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:25.681338] [DEBUG] [LOCAL ] Loaded configuration for EDF: 7 features, N/A% accuracy [2026-01-08T20:35:25.681398] [INFO ] [LOCAL ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config [2026-01-08T20:35:25.681431] [DEBUG] [MAG ] Building data for symbol: EDF with lookback: 0 [2026-01-08T20:35:25.682303] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:25.682382] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:25.683746] [DEBUG] [MAG ] BUXX: Last date is validated at 2026-01-08 [2026-01-08T20:35:25.687762] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:25.690267] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:25.691718] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:25.693617] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:25.694158] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:25.695375] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:25.697514] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:25.712422] [DEBUG] [MAG ] SITE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:25.733013] [INFO ] [LOCAL ] CFG: Saved forecast. [2026-01-08T20:35:25.733087] [INFO ] [main ] CFG: Signal=1 (Conf=100.0%), Magnitude=-0.38% (Conf=60.823%) [2026-01-08T20:35:25.733255] [INFO ] [main ] Fetching symbol history for IMNN... [2026-01-08T20:35:25.733299] [DEBUG] [REMOTE ] IMNN: Fetching historical data. [2026-01-08T20:35:25.733922] [INFO ] [main ] Progress: 58/392 forecasts completed (14.8%). CFG finished in 0.6s. ETA: 57.9s. Rate: 346.37 forecasts/min [2026-01-08T20:35:25.744025] [DEBUG] [REMOTE ] IMNN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:25.744968] [DEBUG] [LOCAL ] Loaded configuration for IMNN: 5 features, N/A% accuracy [2026-01-08T20:35:25.745026] [INFO ] [LOCAL ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config [2026-01-08T20:35:25.745068] [DEBUG] [MAG ] Building data for symbol: IMNN with lookback: 0 [2026-01-08T20:35:25.745881] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:25.745941] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:25.750744] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:25.752511] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:25.752996] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:25.753741] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:25.755452] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:25.819040] [INFO ] [LOCAL ] SITE: Saved forecast. [2026-01-08T20:35:25.819105] [INFO ] [main ] SITE: Signal=1 (Conf=100.0%), Magnitude=7.39% (Conf=42.1265%) [2026-01-08T20:35:25.819473] [INFO ] [main ] Fetching symbol history for LEN... [2026-01-08T20:35:25.819527] [DEBUG] [REMOTE ] LEN: Fetching historical data. [2026-01-08T20:35:25.819660] [INFO ] [main ] Progress: 59/392 forecasts completed (15.1%). SITE finished in 0.7s. ETA: 57.2s. Rate: 349.36 forecasts/min [2026-01-08T20:35:25.831023] [DEBUG] [REMOTE ] LEN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:25.832029] [DEBUG] [LOCAL ] Loaded configuration for LEN: 7 features, N/A% accuracy [2026-01-08T20:35:25.832080] [INFO ] [LOCAL ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config [2026-01-08T20:35:25.832126] [DEBUG] [MAG ] Building data for symbol: LEN with lookback: 0 [2026-01-08T20:35:25.832900] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:25.832960] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:25.834638] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:25.835132] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:25.835512] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:25.837113] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:25.838330] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:25.859553] [DEBUG] [MAG ] BUXX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:25.913100] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:25.917373] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:25.945875] [INFO ] [LOCAL ] BUXX: Saved forecast. [2026-01-08T20:35:25.945941] [INFO ] [main ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%) [2026-01-08T20:35:25.946279] [INFO ] [main ] Fetching symbol history for AVAL... [2026-01-08T20:35:25.946329] [DEBUG] [REMOTE ] AVAL: Fetching historical data. [2026-01-08T20:35:25.947654] [INFO ] [main ] Progress: 60/392 forecasts completed (15.3%). BUXX finished in 1.0s. ETA: 56.8s. Rate: 350.85 forecasts/min [2026-01-08T20:35:25.957448] [DEBUG] [REMOTE ] AVAL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:25.958545] [DEBUG] [LOCAL ] Loaded configuration for AVAL: 4 features, N/A% accuracy [2026-01-08T20:35:25.958614] [INFO ] [LOCAL ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config [2026-01-08T20:35:25.958646] [DEBUG] [MAG ] Building data for symbol: AVAL with lookback: 0 [2026-01-08T20:35:25.959402] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:25.959463] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:25.960186] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:25.960758] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:35:25.961479] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:25.962991] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:26.059667] [DEBUG] [MAG ] EDF: Last date is validated at 2026-01-08 [2026-01-08T20:35:26.099293] [DEBUG] [MAG ] IMNN: Last date is validated at 2026-01-08 [2026-01-08T20:35:26.233615] [DEBUG] [MAG ] EDF: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:26.258409] [DEBUG] [MAG ] LEN: Last date is validated at 2026-01-08 [2026-01-08T20:35:26.264860] [DEBUG] [MAG ] IMNN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:26.308149] [DEBUG] [MAG ] AVAL: Last date is validated at 2026-01-08 [2026-01-08T20:35:26.363311] [INFO ] [LOCAL ] EDF: Saved forecast. [2026-01-08T20:35:26.363377] [INFO ] [main ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%) [2026-01-08T20:35:26.363800] [INFO ] [main ] Progress: 61/392 forecasts completed (15.6%). EDF finished in 0.7s. ETA: 57.9s. Rate: 342.79 forecasts/min [2026-01-08T20:35:26.363940] [INFO ] [main ] Fetching symbol history for INTZ... [2026-01-08T20:35:26.363985] [DEBUG] [REMOTE ] INTZ: Fetching historical data. [2026-01-08T20:35:26.378049] [DEBUG] [REMOTE ] INTZ: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:26.379114] [DEBUG] [LOCAL ] Loaded configuration for INTZ: 7 features, N/A% accuracy [2026-01-08T20:35:26.379171] [INFO ] [LOCAL ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config [2026-01-08T20:35:26.379203] [DEBUG] [MAG ] Building data for symbol: INTZ with lookback: 0 [2026-01-08T20:35:26.380084] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:26.380149] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:26.383460] [INFO ] [LOCAL ] IMNN: Saved forecast. [2026-01-08T20:35:26.383533] [INFO ] [main ] IMNN: Signal=1 (Conf=100.0%), Magnitude=-2.33% (Conf=51.5751%) [2026-01-08T20:35:26.383707] [INFO ] [main ] Fetching symbol history for NWSA... [2026-01-08T20:35:26.383755] [DEBUG] [REMOTE ] NWSA: Fetching historical data. [2026-01-08T20:35:26.384880] [INFO ] [main ] Progress: 62/392 forecasts completed (15.8%). IMNN finished in 0.7s. ETA: 56.9s. Rate: 347.72 forecasts/min [2026-01-08T20:35:26.385560] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:26.387625] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:26.388110] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:26.394497] [DEBUG] [REMOTE ] NWSA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:26.395371] [DEBUG] [LOCAL ] Loaded configuration for NWSA: 10 features, N/A% accuracy [2026-01-08T20:35:26.395426] [INFO ] [LOCAL ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config [2026-01-08T20:35:26.395459] [DEBUG] [MAG ] Building data for symbol: NWSA with lookback: 0 [2026-01-08T20:35:26.396449] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-08T20:35:26.396513] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:26.401965] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:26.403381] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:26.405343] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:26.409689] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:26.411369] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:35:26.412058] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:26.413704] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:26.414148] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:26.415245] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:26.417183] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:26.429690] [DEBUG] [MAG ] LEN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:26.431290] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:26.436347] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:26.437561] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:26.456035] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:26.483424] [DEBUG] [MAG ] AVAL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:26.536759] [INFO ] [LOCAL ] LEN: Saved forecast. [2026-01-08T20:35:26.536826] [INFO ] [main ] LEN: Signal=1 (Conf=100.0%), Magnitude=0.38% (Conf=62.5913%) [2026-01-08T20:35:26.537184] [INFO ] [main ] Fetching symbol history for KKRS... [2026-01-08T20:35:26.537246] [DEBUG] [REMOTE ] KKRS: Fetching historical data. [2026-01-08T20:35:26.537675] [INFO ] [main ] Progress: 63/392 forecasts completed (16.1%). LEN finished in 0.7s. ETA: 56.7s. Rate: 348.36 forecasts/min [2026-01-08T20:35:26.547931] [DEBUG] [REMOTE ] KKRS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:26.548937] [DEBUG] [LOCAL ] Loaded configuration for KKRS: 5 features, N/A% accuracy [2026-01-08T20:35:26.548992] [INFO ] [LOCAL ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config [2026-01-08T20:35:26.549023] [DEBUG] [MAG ] Building data for symbol: KKRS with lookback: 0 [2026-01-08T20:35:26.549805] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:26.549864] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:26.551520] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:26.552030] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:26.552412] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:26.556604] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:26.557774] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:26.605350] [INFO ] [LOCAL ] AVAL: Saved forecast. [2026-01-08T20:35:26.605425] [INFO ] [main ] AVAL: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=32.5049%) [2026-01-08T20:35:26.605869] [INFO ] [main ] Fetching symbol history for ALGM... [2026-01-08T20:35:26.605920] [DEBUG] [REMOTE ] ALGM: Fetching historical data. [2026-01-08T20:35:26.606673] [INFO ] [main ] Progress: 64/392 forecasts completed (16.3%). AVAL finished in 0.7s. ETA: 56.0s. Rate: 351.65 forecasts/min [2026-01-08T20:35:26.617569] [DEBUG] [REMOTE ] ALGM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:26.618464] [DEBUG] [LOCAL ] Loaded configuration for ALGM: 4 features, N/A% accuracy [2026-01-08T20:35:26.618522] [INFO ] [LOCAL ] ALGM: Loaded 4 optimal features with 64.57% confidence from JSON config [2026-01-08T20:35:26.618554] [DEBUG] [MAG ] Building data for symbol: ALGM with lookback: 0 [2026-01-08T20:35:26.619362] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:26.619422] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:26.624219] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:26.625084] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:26.663706] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:26.665378] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:26.759204] [DEBUG] [MAG ] NWSA: Last date is validated at 2026-01-08 [2026-01-08T20:35:26.820473] [DEBUG] [MAG ] INTZ: Last date is validated at 2026-01-08 [2026-01-08T20:35:26.899551] [DEBUG] [MAG ] KKRS: Last date is validated at 2026-01-08 [2026-01-08T20:35:26.926338] [DEBUG] [MAG ] NWSA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:26.999910] [DEBUG] [MAG ] INTZ: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:27.006087] [DEBUG] [MAG ] ALGM: Last date is validated at 2026-01-08 [2026-01-08T20:35:27.009428] [INFO ] [LOCAL ] NWSA: Saved forecast. [2026-01-08T20:35:27.009495] [INFO ] [main ] NWSA: Signal=1 (Conf=90.0%), Magnitude=-1.90% (Conf=43.0879%) [2026-01-08T20:35:27.009673] [INFO ] [main ] Fetching symbol history for CMRE... [2026-01-08T20:35:27.009718] [DEBUG] [REMOTE ] CMRE: Fetching historical data. [2026-01-08T20:35:27.011440] [INFO ] [main ] Progress: 65/392 forecasts completed (16.6%). NWSA finished in 0.6s. ETA: 57.0s. Rate: 344.38 forecasts/min [2026-01-08T20:35:27.021018] [DEBUG] [REMOTE ] CMRE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:27.022249] [DEBUG] [LOCAL ] Loaded configuration for CMRE: 7 features, N/A% accuracy [2026-01-08T20:35:27.022307] [INFO ] [LOCAL ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config [2026-01-08T20:35:27.022338] [DEBUG] [MAG ] Building data for symbol: CMRE with lookback: 0 [2026-01-08T20:35:27.023357] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:27.023418] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:27.028331] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:27.030801] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:27.068502] [DEBUG] [MAG ] KKRS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:27.080106] [INFO ] [LOCAL ] INTZ: Saved forecast. [2026-01-08T20:35:27.080171] [INFO ] [main ] INTZ: Signal=1 (Conf=90.0%), Magnitude=5.01% (Conf=39.4929%) [2026-01-08T20:35:27.080506] [INFO ] [main ] Fetching symbol history for BYRN... [2026-01-08T20:35:27.080558] [DEBUG] [REMOTE ] BYRN: Fetching historical data. [2026-01-08T20:35:27.080674] [INFO ] [main ] Progress: 66/392 forecasts completed (16.8%). INTZ finished in 0.7s. ETA: 56.3s. Rate: 347.55 forecasts/min [2026-01-08T20:35:27.093235] [DEBUG] [REMOTE ] BYRN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:27.094464] [DEBUG] [LOCAL ] Loaded configuration for BYRN: 5 features, N/A% accuracy [2026-01-08T20:35:27.094518] [INFO ] [LOCAL ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config [2026-01-08T20:35:27.094551] [DEBUG] [MAG ] Building data for symbol: BYRN with lookback: 0 [2026-01-08T20:35:27.095351] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:27.095422] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:27.100635] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:27.102483] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:27.102986] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:27.105347] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:27.126952] [INFO ] [LOCAL ] KKRS: Saved forecast. [2026-01-08T20:35:27.127018] [INFO ] [main ] KKRS: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=61.5009%) [2026-01-08T20:35:27.127471] [INFO ] [main ] Fetching symbol history for KURA... [2026-01-08T20:35:27.127523] [DEBUG] [REMOTE ] KURA: Fetching historical data. [2026-01-08T20:35:27.127664] [INFO ] [main ] Progress: 67/392 forecasts completed (17.1%). KKRS finished in 0.6s. ETA: 55.5s. Rate: 351.37 forecasts/min [2026-01-08T20:35:27.140429] [DEBUG] [REMOTE ] KURA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:27.141334] [DEBUG] [LOCAL ] Loaded configuration for KURA: 2 features, N/A% accuracy [2026-01-08T20:35:27.141386] [INFO ] [LOCAL ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config [2026-01-08T20:35:27.141427] [DEBUG] [MAG ] Building data for symbol: KURA with lookback: 0 [2026-01-08T20:35:27.142381] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:27.142438] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:27.144467] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:27.144909] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:27.146489] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:27.146684] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:27.161521] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:27.185364] [DEBUG] [MAG ] ALGM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:27.197316] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:27.200406] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:27.205265] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:27.275203] [INFO ] [LOCAL ] ALGM: Saved forecast. [2026-01-08T20:35:27.275279] [INFO ] [main ] ALGM: Signal=1 (Conf=90.0%), Magnitude=2.86% (Conf=64.5681%) [2026-01-08T20:35:27.275686] [INFO ] [main ] Fetching symbol history for AZO... [2026-01-08T20:35:27.275739] [DEBUG] [REMOTE ] AZO: Fetching historical data. [2026-01-08T20:35:27.278711] [INFO ] [main ] Progress: 68/392 forecasts completed (17.3%). ALGM finished in 0.7s. ETA: 55.2s. Rate: 351.97 forecasts/min [2026-01-08T20:35:27.291083] [DEBUG] [REMOTE ] AZO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:27.291930] [DEBUG] [LOCAL ] Loaded configuration for AZO: 6 features, N/A% accuracy [2026-01-08T20:35:27.291987] [INFO ] [LOCAL ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config [2026-01-08T20:35:27.292018] [DEBUG] [MAG ] Building data for symbol: AZO with lookback: 0 [2026-01-08T20:35:27.292793] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:27.292853] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:27.297479] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:27.299236] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:27.299722] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:27.300151] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:27.300531] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:27.301703] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:27.577100] [DEBUG] [MAG ] KURA: Last date is validated at 2026-01-08 [2026-01-08T20:35:27.623460] [DEBUG] [MAG ] BYRN: Last date is validated at 2026-01-08 [2026-01-08T20:35:27.645687] [DEBUG] [MAG ] CMRE: Last date is validated at 2026-01-08 [2026-01-08T20:35:27.747794] [DEBUG] [MAG ] KURA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:27.748119] [DEBUG] [MAG ] AZO: Last date is validated at 2026-01-08 [2026-01-08T20:35:27.798799] [DEBUG] [MAG ] BYRN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:27.816300] [INFO ] [LOCAL ] KURA: Saved forecast. [2026-01-08T20:35:27.816370] [INFO ] [main ] KURA: Signal=1 (Conf=90.0%), Magnitude=-2.42% (Conf=54.425%) [2026-01-08T20:35:27.816817] [INFO ] [main ] Fetching symbol history for PDP... [2026-01-08T20:35:27.816869] [DEBUG] [REMOTE ] PDP: Fetching historical data. [2026-01-08T20:35:27.817650] [INFO ] [main ] Progress: 69/392 forecasts completed (17.6%). KURA finished in 0.7s. ETA: 56.8s. Rate: 341.28 forecasts/min [2026-01-08T20:35:27.824137] [DEBUG] [MAG ] CMRE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:27.829265] [DEBUG] [REMOTE ] PDP: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:27.830017] [DEBUG] [LOCAL ] Loaded configuration for PDP: 5 features, N/A% accuracy [2026-01-08T20:35:27.830068] [INFO ] [LOCAL ] PDP: Loaded 5 optimal features with 63.96% confidence from JSON config [2026-01-08T20:35:27.830107] [DEBUG] [MAG ] Building data for symbol: PDP with lookback: 0 [2026-01-08T20:35:27.830895] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:27.830955] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:27.831671] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:27.833255] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:27.834099] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:27.835251] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:27.837595] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:27.895472] [INFO ] [LOCAL ] CMRE: Saved forecast. [2026-01-08T20:35:27.895548] [INFO ] [main ] CMRE: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=49.7533%) [2026-01-08T20:35:27.895733] [INFO ] [main ] Fetching symbol history for LINE... [2026-01-08T20:35:27.895779] [DEBUG] [REMOTE ] LINE: Fetching historical data. [2026-01-08T20:35:27.898199] [INFO ] [main ] Progress: 70/392 forecasts completed (17.9%). CMRE finished in 0.9s. ETA: 56.2s. Rate: 343.96 forecasts/min [2026-01-08T20:35:27.902154] [INFO ] [LOCAL ] BYRN: Saved forecast. [2026-01-08T20:35:27.902221] [INFO ] [main ] BYRN: Signal=1 (Conf=90.0%), Magnitude=8.76% (Conf=52.3208%) [2026-01-08T20:35:27.902567] [INFO ] [main ] Fetching symbol history for KDP... [2026-01-08T20:35:27.902635] [DEBUG] [REMOTE ] KDP: Fetching historical data. [2026-01-08T20:35:27.902637] [INFO ] [main ] Progress: 71/392 forecasts completed (18.1%). BYRN finished in 0.8s. ETA: 55.2s. Rate: 348.73 forecasts/min [2026-01-08T20:35:27.907111] [DEBUG] [REMOTE ] LINE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:27.907916] [DEBUG] [LOCAL ] Loaded configuration for LINE: 3 features, N/A% accuracy [2026-01-08T20:35:27.907967] [INFO ] [LOCAL ] LINE: Loaded 3 optimal features with 66.96% confidence from JSON config [2026-01-08T20:35:27.907999] [DEBUG] [MAG ] Building data for symbol: LINE with lookback: 0 [2026-01-08T20:35:27.908839] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:27.908899] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:27.914627] [DEBUG] [MAG ] AZO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:27.914766] [DEBUG] [REMOTE ] KDP: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:27.915529] [DEBUG] [LOCAL ] Loaded configuration for KDP: 6 features, N/A% accuracy [2026-01-08T20:35:27.915604] [INFO ] [LOCAL ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config [2026-01-08T20:35:27.915640] [DEBUG] [MAG ] Building data for symbol: KDP with lookback: 0 [2026-01-08T20:35:27.916407] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:27.916469] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:27.918186] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:27.918743] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:27.919458] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:27.958416] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:27.961638] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-08T20:35:27.963495] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:28.030098] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:28.079176] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-08T20:35:28.081165] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:28.118934] [INFO ] [LOCAL ] AZO: Saved forecast. [2026-01-08T20:35:28.118999] [INFO ] [main ] AZO: Signal=1 (Conf=90.0%), Magnitude=-2.95% (Conf=52.3278%) [2026-01-08T20:35:28.119156] [INFO ] [main ] Fetching symbol history for OGI... [2026-01-08T20:35:28.119199] [DEBUG] [REMOTE ] OGI: Fetching historical data. [2026-01-08T20:35:28.119846] [INFO ] [main ] Progress: 72/392 forecasts completed (18.4%). AZO finished in 0.8s. ETA: 55.3s. Rate: 347.46 forecasts/min [2026-01-08T20:35:28.132869] [DEBUG] [REMOTE ] OGI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:28.133999] [DEBUG] [LOCAL ] Loaded configuration for OGI: 11 features, N/A% accuracy [2026-01-08T20:35:28.134054] [INFO ] [LOCAL ] OGI: Loaded 11 optimal features with 41.87% confidence from JSON config [2026-01-08T20:35:28.134085] [DEBUG] [MAG ] Building data for symbol: OGI with lookback: 0 [2026-01-08T20:35:28.134905] [DEBUG] [FEATURES ] DataBuilder: Executing 11 feature methods. [2026-01-08T20:35:28.134985] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:28.136712] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:28.137238] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:28.137650] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:28.138554] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:28.156277] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:28.156809] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:28.157833] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:28.160216] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:28.161516] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:28.162227] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:28.163863] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:28.176787] [DEBUG] [MAG ] PDP: Last date is validated at 2026-01-08 [2026-01-08T20:35:28.319300] [DEBUG] [MAG ] LINE: Last date is validated at 2026-01-08 [2026-01-08T20:35:28.357166] [DEBUG] [MAG ] PDP: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:28.432723] [DEBUG] [MAG ] KDP: Last date is validated at 2026-01-08 [2026-01-08T20:35:28.460323] [INFO ] [LOCAL ] PDP: Saved forecast. [2026-01-08T20:35:28.460392] [INFO ] [main ] PDP: Signal=1 (Conf=90.0%), Magnitude=-1.61% (Conf=63.9644%) [2026-01-08T20:35:28.460761] [INFO ] [main ] Fetching symbol history for GPIX... [2026-01-08T20:35:28.460813] [DEBUG] [REMOTE ] GPIX: Fetching historical data. [2026-01-08T20:35:28.461654] [INFO ] [main ] Progress: 73/392 forecasts completed (18.6%). PDP finished in 0.6s. ETA: 55.8s. Rate: 342.86 forecasts/min [2026-01-08T20:35:28.471908] [DEBUG] [REMOTE ] GPIX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:28.472840] [DEBUG] [LOCAL ] Loaded configuration for GPIX: 7 features, N/A% accuracy [2026-01-08T20:35:28.472893] [INFO ] [LOCAL ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config [2026-01-08T20:35:28.472923] [DEBUG] [MAG ] Building data for symbol: GPIX with lookback: 0 [2026-01-08T20:35:28.473743] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:28.473810] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:28.478664] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:28.480534] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:28.481078] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:28.481459] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:28.482342] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:28.484790] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:28.485451] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:28.488885] [DEBUG] [MAG ] LINE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:28.517136] [DEBUG] [MAG ] OGI: Last date is validated at 2026-01-08 [2026-01-08T20:35:28.586932] [INFO ] [LOCAL ] LINE: Saved forecast. [2026-01-08T20:35:28.587000] [INFO ] [main ] LINE: Signal=1 (Conf=90.0%), Magnitude=2.62% (Conf=66.9571%) [2026-01-08T20:35:28.587354] [INFO ] [main ] Fetching symbol history for OBK... [2026-01-08T20:35:28.587405] [DEBUG] [REMOTE ] OBK: Fetching historical data. [2026-01-08T20:35:28.587644] [INFO ] [main ] Progress: 74/392 forecasts completed (18.9%). LINE finished in 0.7s. ETA: 55.4s. Rate: 344.16 forecasts/min [2026-01-08T20:35:28.598190] [DEBUG] [REMOTE ] OBK: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:28.599091] [DEBUG] [LOCAL ] Loaded configuration for OBK: 8 features, N/A% accuracy [2026-01-08T20:35:28.599143] [INFO ] [LOCAL ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config [2026-01-08T20:35:28.599174] [DEBUG] [MAG ] Building data for symbol: OBK with lookback: 0 [2026-01-08T20:35:28.599972] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:28.600034] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:28.604766] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:28.606537] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:28.607033] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:28.607463] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:28.607870] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:28.608802] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:28.611163] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:28.612051] [DEBUG] [MAG ] KDP: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:28.613171] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:28.682488] [DEBUG] [MAG ] OGI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:28.691532] [INFO ] [LOCAL ] KDP: Saved forecast. [2026-01-08T20:35:28.691619] [INFO ] [main ] KDP: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=60.414%) [2026-01-08T20:35:28.691795] [INFO ] [main ] Fetching symbol history for LASE... [2026-01-08T20:35:28.691841] [DEBUG] [REMOTE ] LASE: Fetching historical data. [2026-01-08T20:35:28.693655] [INFO ] [main ] Progress: 75/392 forecasts completed (19.1%). KDP finished in 0.8s. ETA: 55.0s. Rate: 345.97 forecasts/min [2026-01-08T20:35:28.706176] [DEBUG] [REMOTE ] LASE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:28.707264] [DEBUG] [LOCAL ] Loaded configuration for LASE: 2 features, N/A% accuracy [2026-01-08T20:35:28.707330] [INFO ] [LOCAL ] LASE: Loaded 2 optimal features with 59.73% confidence from JSON config [2026-01-08T20:35:28.707370] [DEBUG] [MAG ] Building data for symbol: LASE with lookback: 0 [2026-01-08T20:35:28.708418] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:28.708488] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:28.711619] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:28.757758] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:28.823138] [INFO ] [LOCAL ] OGI: Saved forecast. [2026-01-08T20:35:28.823207] [INFO ] [main ] OGI: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=41.8721%) [2026-01-08T20:35:28.823550] [INFO ] [main ] Progress: 76/392 forecasts completed (19.4%). OGI finished in 0.7s. ETA: 54.6s. Rate: 347.12 forecasts/min [2026-01-08T20:35:28.823708] [INFO ] [main ] Fetching symbol history for CTRA... [2026-01-08T20:35:28.823752] [DEBUG] [REMOTE ] CTRA: Fetching historical data. [2026-01-08T20:35:28.837330] [DEBUG] [MAG ] GPIX: Last date is validated at 2026-01-08 [2026-01-08T20:35:28.838102] [DEBUG] [REMOTE ] CTRA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:28.839122] [DEBUG] [LOCAL ] Loaded configuration for CTRA: 9 features, N/A% accuracy [2026-01-08T20:35:28.839174] [INFO ] [LOCAL ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config [2026-01-08T20:35:28.839205] [DEBUG] [MAG ] Building data for symbol: CTRA with lookback: 0 [2026-01-08T20:35:28.839986] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:28.840050] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:28.844699] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:28.846434] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:28.846923] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:28.847303] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:28.848202] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:28.848891] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:28.856147] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:28.857442] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:35:28.858267] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:28.960992] [DEBUG] [MAG ] OBK: Last date is validated at 2026-01-08 [2026-01-08T20:35:29.016833] [DEBUG] [MAG ] GPIX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:29.099432] [INFO ] [LOCAL ] GPIX: Saved forecast. [2026-01-08T20:35:29.099502] [INFO ] [main ] GPIX: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=73.6211%) [2026-01-08T20:35:29.099971] [INFO ] [main ] Fetching symbol history for BHC... [2026-01-08T20:35:29.100025] [DEBUG] [REMOTE ] BHC: Fetching historical data. [2026-01-08T20:35:29.100657] [INFO ] [main ] Progress: 77/392 forecasts completed (19.6%). GPIX finished in 0.6s. ETA: 54.9s. Rate: 344.42 forecasts/min [2026-01-08T20:35:29.111322] [DEBUG] [REMOTE ] BHC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:29.112555] [DEBUG] [LOCAL ] Loaded configuration for BHC: 7 features, N/A% accuracy [2026-01-08T20:35:29.112637] [INFO ] [LOCAL ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config [2026-01-08T20:35:29.112671] [DEBUG] [MAG ] Building data for symbol: BHC with lookback: 0 [2026-01-08T20:35:29.113548] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:29.113633] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:29.114371] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:29.115506] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:29.116840] [DEBUG] [MAG ] LASE: Last date is validated at 2026-01-08 [2026-01-08T20:35:29.117999] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:29.119855] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:29.120352] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:29.121506] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:29.123697] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:29.127206] [DEBUG] [MAG ] OBK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:29.191608] [DEBUG] [MAG ] CTRA: Last date is validated at 2026-01-08 [2026-01-08T20:35:29.215099] [INFO ] [LOCAL ] OBK: Saved forecast. [2026-01-08T20:35:29.215170] [INFO ] [main ] OBK: Signal=1 (Conf=90.0%), Magnitude=2.18% (Conf=43.6654%) [2026-01-08T20:35:29.215528] [INFO ] [main ] Fetching symbol history for WHD... [2026-01-08T20:35:29.215596] [DEBUG] [REMOTE ] WHD: Fetching historical data. [2026-01-08T20:35:29.215640] [INFO ] [main ] Progress: 78/392 forecasts completed (19.9%). OBK finished in 0.6s. ETA: 54.5s. Rate: 345.93 forecasts/min [2026-01-08T20:35:29.226138] [DEBUG] [REMOTE ] WHD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:29.226937] [DEBUG] [LOCAL ] Loaded configuration for WHD: 9 features, N/A% accuracy [2026-01-08T20:35:29.226992] [INFO ] [LOCAL ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config [2026-01-08T20:35:29.227024] [DEBUG] [MAG ] Building data for symbol: WHD with lookback: 0 [2026-01-08T20:35:29.227791] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:29.227856] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:29.232626] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:29.235013] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:35:29.237686] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:29.239373] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:29.239843] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:29.240857] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:29.242449] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:29.243451] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:29.244126] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:29.292202] [DEBUG] [MAG ] LASE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:29.356400] [DEBUG] [MAG ] CTRA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:29.359338] [INFO ] [LOCAL ] LASE: Saved forecast. [2026-01-08T20:35:29.359407] [INFO ] [main ] LASE: Signal=1 (Conf=90.0%), Magnitude=6.14% (Conf=59.7292%) [2026-01-08T20:35:29.359794] [INFO ] [main ] Fetching symbol history for LQDA... [2026-01-08T20:35:29.359851] [DEBUG] [REMOTE ] LQDA: Fetching historical data. [2026-01-08T20:35:29.360651] [INFO ] [main ] Progress: 79/392 forecasts completed (20.2%). LASE finished in 0.7s. ETA: 54.2s. Rate: 346.65 forecasts/min [2026-01-08T20:35:29.371821] [DEBUG] [REMOTE ] LQDA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:29.372673] [DEBUG] [LOCAL ] Loaded configuration for LQDA: 4 features, N/A% accuracy [2026-01-08T20:35:29.372731] [INFO ] [LOCAL ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config [2026-01-08T20:35:29.372770] [DEBUG] [MAG ] Building data for symbol: LQDA with lookback: 0 [2026-01-08T20:35:29.373558] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:29.373642] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:29.376039] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:29.376897] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:29.378771] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:29.381205] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:29.437848] [INFO ] [LOCAL ] CTRA: Saved forecast. [2026-01-08T20:35:29.437936] [INFO ] [main ] CTRA: Signal=1 (Conf=90.0%), Magnitude=1.65% (Conf=46.8873%) [2026-01-08T20:35:29.438093] [INFO ] [main ] Fetching symbol history for ISSC... [2026-01-08T20:35:29.438136] [DEBUG] [REMOTE ] ISSC: Fetching historical data. [2026-01-08T20:35:29.438973] [INFO ] [main ] Progress: 80/392 forecasts completed (20.4%). CTRA finished in 0.6s. ETA: 53.6s. Rate: 349.03 forecasts/min [2026-01-08T20:35:29.450124] [DEBUG] [REMOTE ] ISSC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:29.451133] [DEBUG] [LOCAL ] Loaded configuration for ISSC: 3 features, N/A% accuracy [2026-01-08T20:35:29.451184] [INFO ] [LOCAL ] ISSC: Loaded 3 optimal features with 70.26% confidence from JSON config [2026-01-08T20:35:29.451215] [DEBUG] [MAG ] Building data for symbol: ISSC with lookback: 0 [2026-01-08T20:35:29.451996] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:29.452055] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:29.456775] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:29.480183] [DEBUG] [MAG ] BHC: Last date is validated at 2026-01-08 [2026-01-08T20:35:29.494036] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:29.497211] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:29.582629] [DEBUG] [MAG ] WHD: Last date is validated at 2026-01-08 [2026-01-08T20:35:29.662781] [DEBUG] [MAG ] BHC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:29.724904] [DEBUG] [MAG ] LQDA: Last date is validated at 2026-01-08 [2026-01-08T20:35:29.731433] [INFO ] [LOCAL ] BHC: Saved forecast. [2026-01-08T20:35:29.731505] [INFO ] [main ] BHC: Signal=1 (Conf=90.0%), Magnitude=3.24% (Conf=49.0143%) [2026-01-08T20:35:29.731856] [INFO ] [main ] Fetching symbol history for FUND... [2026-01-08T20:35:29.731908] [DEBUG] [REMOTE ] FUND: Fetching historical data. [2026-01-08T20:35:29.732679] [INFO ] [main ] Progress: 81/392 forecasts completed (20.7%). BHC finished in 0.6s. ETA: 53.9s. Rate: 346.01 forecasts/min [2026-01-08T20:35:29.742215] [DEBUG] [REMOTE ] FUND: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:29.743477] [DEBUG] [LOCAL ] Loaded configuration for FUND: 0 features, N/A% accuracy [2026-01-08T20:35:29.743530] [INFO ] [LOCAL ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config [2026-01-08T20:35:29.743561] [DEBUG] [MAG ] Building data for symbol: FUND with lookback: 0 [2026-01-08T20:35:29.744453] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-08T20:35:29.754781] [DEBUG] [MAG ] WHD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:29.845674] [DEBUG] [MAG ] ISSC: Last date is validated at 2026-01-08 [2026-01-08T20:35:29.860126] [INFO ] [LOCAL ] WHD: Saved forecast. [2026-01-08T20:35:29.860194] [INFO ] [main ] WHD: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=56.3482%) [2026-01-08T20:35:29.860542] [INFO ] [main ] Fetching symbol history for TMCI... [2026-01-08T20:35:29.860609] [DEBUG] [REMOTE ] TMCI: Fetching historical data. [2026-01-08T20:35:29.861651] [INFO ] [main ] Progress: 82/392 forecasts completed (20.9%). WHD finished in 0.6s. ETA: 53.6s. Rate: 347.09 forecasts/min [2026-01-08T20:35:29.871799] [DEBUG] [REMOTE ] TMCI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:29.872655] [DEBUG] [LOCAL ] Loaded configuration for TMCI: 4 features, N/A% accuracy [2026-01-08T20:35:29.872713] [INFO ] [LOCAL ] TMCI: Loaded 4 optimal features with 49.26% confidence from JSON config [2026-01-08T20:35:29.872745] [DEBUG] [MAG ] Building data for symbol: TMCI with lookback: 0 [2026-01-08T20:35:29.873537] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:29.873618] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:29.878698] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:29.880485] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:29.881002] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:29.881394] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:29.896723] [DEBUG] [MAG ] LQDA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:29.980541] [INFO ] [LOCAL ] LQDA: Saved forecast. [2026-01-08T20:35:29.980633] [INFO ] [main ] LQDA: Signal=1 (Conf=90.0%), Magnitude=-0.57% (Conf=56.2886%) [2026-01-08T20:35:29.980978] [INFO ] [main ] Fetching symbol history for DVAX... [2026-01-08T20:35:29.981028] [DEBUG] [REMOTE ] DVAX: Fetching historical data. [2026-01-08T20:35:29.982662] [INFO ] [main ] Progress: 83/392 forecasts completed (21.2%). LQDA finished in 0.6s. ETA: 53.2s. Rate: 348.35 forecasts/min [2026-01-08T20:35:29.994978] [DEBUG] [REMOTE ] DVAX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:29.995989] [DEBUG] [LOCAL ] Loaded configuration for DVAX: 5 features, N/A% accuracy [2026-01-08T20:35:29.996246] [INFO ] [LOCAL ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config [2026-01-08T20:35:29.996280] [DEBUG] [MAG ] Building data for symbol: DVAX with lookback: 0 [2026-01-08T20:35:29.997387] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:29.997456] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:30.002673] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:30.004732] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:30.005261] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:30.005742] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:30.006182] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:30.030708] [DEBUG] [MAG ] ISSC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:30.100524] [DEBUG] [MAG ] FUND: Last date is validated at 2026-01-08 [2026-01-08T20:35:30.112526] [INFO ] [LOCAL ] ISSC: Saved forecast. [2026-01-08T20:35:30.112617] [INFO ] [main ] ISSC: Signal=1 (Conf=90.0%), Magnitude=-6.27% (Conf=70.2555%) [2026-01-08T20:35:30.112775] [INFO ] [main ] Fetching symbol history for CECO... [2026-01-08T20:35:30.112822] [DEBUG] [REMOTE ] CECO: Fetching historical data. [2026-01-08T20:35:30.113958] [INFO ] [main ] Progress: 84/392 forecasts completed (21.4%). ISSC finished in 0.7s. ETA: 52.9s. Rate: 349.34 forecasts/min [2026-01-08T20:35:30.124512] [DEBUG] [REMOTE ] CECO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:30.128529] [DEBUG] [LOCAL ] Loaded configuration for CECO: 7 features, N/A% accuracy [2026-01-08T20:35:30.128605] [INFO ] [LOCAL ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config [2026-01-08T20:35:30.128641] [DEBUG] [MAG ] Building data for symbol: CECO with lookback: 0 [2026-01-08T20:35:30.129490] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:30.129554] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:30.134298] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:30.136070] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:30.136544] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:30.136948] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:30.139234] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:30.140163] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:30.141136] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:30.232171] [DEBUG] [MAG ] TMCI: Last date is validated at 2026-01-08 [2026-01-08T20:35:30.271972] [DEBUG] [MAG ] FUND: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:30.321652] [INFO ] [LOCAL ] FUND: Saved forecast. [2026-01-08T20:35:30.321720] [INFO ] [main ] FUND: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=39.6219%) [2026-01-08T20:35:30.322051] [INFO ] [main ] Fetching symbol history for CADL... [2026-01-08T20:35:30.322101] [DEBUG] [REMOTE ] CADL: Fetching historical data. [2026-01-08T20:35:30.322660] [INFO ] [main ] Progress: 85/392 forecasts completed (21.7%). FUND finished in 0.6s. ETA: 52.9s. Rate: 348.46 forecasts/min [2026-01-08T20:35:30.333500] [DEBUG] [REMOTE ] CADL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:30.334250] [DEBUG] [LOCAL ] Loaded configuration for CADL: 5 features, N/A% accuracy [2026-01-08T20:35:30.334300] [INFO ] [LOCAL ] CADL: Loaded 5 optimal features with 55.01% confidence from JSON config [2026-01-08T20:35:30.334331] [DEBUG] [MAG ] Building data for symbol: CADL with lookback: 0 [2026-01-08T20:35:30.335103] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:30.335163] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:30.336832] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:30.337334] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:30.339728] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:30.340681] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:30.357895] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:30.362614] [DEBUG] [MAG ] DVAX: Last date is validated at 2026-01-08 [2026-01-08T20:35:30.400089] [DEBUG] [MAG ] TMCI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:30.468538] [INFO ] [LOCAL ] TMCI: Saved forecast. [2026-01-08T20:35:30.468626] [INFO ] [main ] TMCI: Signal=1 (Conf=90.0%), Magnitude=1.36% (Conf=49.2561%) [2026-01-08T20:35:30.468980] [INFO ] [main ] Fetching symbol history for DKNG... [2026-01-08T20:35:30.469388] [DEBUG] [REMOTE ] DKNG: Fetching historical data. [2026-01-08T20:35:30.471657] [INFO ] [main ] Progress: 86/392 forecasts completed (21.9%). TMCI finished in 0.6s. ETA: 52.6s. Rate: 349.00 forecasts/min [2026-01-08T20:35:30.482410] [DEBUG] [REMOTE ] DKNG: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:30.483348] [DEBUG] [LOCAL ] Loaded configuration for DKNG: 5 features, N/A% accuracy [2026-01-08T20:35:30.483405] [INFO ] [LOCAL ] DKNG: Loaded 5 optimal features with 53.89% confidence from JSON config [2026-01-08T20:35:30.483438] [DEBUG] [MAG ] Building data for symbol: DKNG with lookback: 0 [2026-01-08T20:35:30.484273] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:30.484335] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:30.489287] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:30.491391] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:30.491869] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:30.492255] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:30.493357] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:30.496333] [DEBUG] [MAG ] CECO: Last date is validated at 2026-01-08 [2026-01-08T20:35:30.536774] [DEBUG] [MAG ] DVAX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:30.616392] [INFO ] [LOCAL ] DVAX: Saved forecast. [2026-01-08T20:35:30.616462] [INFO ] [main ] DVAX: Signal=1 (Conf=90.0%), Magnitude=2.56% (Conf=44.465%) [2026-01-08T20:35:30.616640] [INFO ] [main ] Fetching symbol history for TTEC... [2026-01-08T20:35:30.616685] [DEBUG] [REMOTE ] TTEC: Fetching historical data. [2026-01-08T20:35:30.617866] [INFO ] [main ] Progress: 87/392 forecasts completed (22.2%). DVAX finished in 0.6s. ETA: 52.3s. Rate: 349.61 forecasts/min [2026-01-08T20:35:30.629589] [DEBUG] [REMOTE ] TTEC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:30.630737] [DEBUG] [LOCAL ] Loaded configuration for TTEC: 9 features, N/A% accuracy [2026-01-08T20:35:30.630797] [INFO ] [LOCAL ] TTEC: Loaded 9 optimal features with 54.91% confidence from JSON config [2026-01-08T20:35:30.630830] [DEBUG] [MAG ] Building data for symbol: TTEC with lookback: 0 [2026-01-08T20:35:30.631674] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:30.631737] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:30.633461] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:30.634054] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:30.634462] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:30.636493] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:30.637642] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:30.638307] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:30.640363] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:30.643497] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:30.644558] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:30.671033] [DEBUG] [MAG ] CECO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:30.702321] [DEBUG] [MAG ] CADL: Last date is validated at 2026-01-08 [2026-01-08T20:35:30.760987] [INFO ] [LOCAL ] CECO: Saved forecast. [2026-01-08T20:35:30.761065] [INFO ] [main ] CECO: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=56.334%) [2026-01-08T20:35:30.761404] [INFO ] [main ] Progress: 88/392 forecasts completed (22.4%). CECO finished in 0.6s. ETA: 52.1s. Rate: 350.26 forecasts/min [2026-01-08T20:35:30.761530] [INFO ] [main ] Fetching symbol history for HIFS... [2026-01-08T20:35:30.761591] [DEBUG] [REMOTE ] HIFS: Fetching historical data. [2026-01-08T20:35:30.772597] [DEBUG] [REMOTE ] HIFS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:30.773488] [DEBUG] [LOCAL ] Loaded configuration for HIFS: 9 features, N/A% accuracy [2026-01-08T20:35:30.773544] [INFO ] [LOCAL ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config [2026-01-08T20:35:30.773594] [DEBUG] [MAG ] Building data for symbol: HIFS with lookback: 0 [2026-01-08T20:35:30.774367] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:30.774431] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:30.779196] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:30.780943] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:30.781415] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:30.781820] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:30.782528] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:30.783329] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:30.833947] [DEBUG] [MAG ] DKNG: Last date is validated at 2026-01-08 [2026-01-08T20:35:30.868771] [DEBUG] [MAG ] CADL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:30.895895] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:30.936660] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:30.939604] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:30.955242] [INFO ] [LOCAL ] CADL: Saved forecast. [2026-01-08T20:35:30.955322] [INFO ] [main ] CADL: Signal=1 (Conf=90.0%), Magnitude=2.56% (Conf=55.0055%) [2026-01-08T20:35:30.955789] [INFO ] [main ] Fetching symbol history for HPE... [2026-01-08T20:35:30.955843] [DEBUG] [REMOTE ] HPE: Fetching historical data. [2026-01-08T20:35:30.956660] [INFO ] [main ] Progress: 89/392 forecasts completed (22.7%). CADL finished in 0.6s. ETA: 52.0s. Rate: 349.71 forecasts/min [2026-01-08T20:35:30.967393] [DEBUG] [REMOTE ] HPE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:30.968418] [DEBUG] [LOCAL ] Loaded configuration for HPE: 2 features, N/A% accuracy [2026-01-08T20:35:30.968476] [INFO ] [LOCAL ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config [2026-01-08T20:35:30.968506] [DEBUG] [MAG ] Building data for symbol: HPE with lookback: 0 [2026-01-08T20:35:30.969293] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:30.969691] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:30.992994] [DEBUG] [MAG ] TTEC: Last date is validated at 2026-01-08 [2026-01-08T20:35:31.004741] [DEBUG] [MAG ] DKNG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:31.079076] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:31.080123] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:31.169924] [DEBUG] [MAG ] TTEC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:31.184555] [INFO ] [LOCAL ] DKNG: Saved forecast. [2026-01-08T20:35:31.184639] [INFO ] [main ] DKNG: Signal=1 (Conf=90.0%), Magnitude=7.63% (Conf=53.8869%) [2026-01-08T20:35:31.184982] [INFO ] [main ] Fetching symbol history for MSGS... [2026-01-08T20:35:31.185031] [DEBUG] [REMOTE ] MSGS: Fetching historical data. [2026-01-08T20:35:31.186645] [INFO ] [main ] Progress: 90/392 forecasts completed (23.0%). DKNG finished in 0.7s. ETA: 52.0s. Rate: 348.39 forecasts/min [2026-01-08T20:35:31.195658] [DEBUG] [REMOTE ] MSGS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:31.196626] [DEBUG] [LOCAL ] Loaded configuration for MSGS: 7 features, N/A% accuracy [2026-01-08T20:35:31.196678] [INFO ] [LOCAL ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config [2026-01-08T20:35:31.196709] [DEBUG] [MAG ] Building data for symbol: MSGS with lookback: 0 [2026-01-08T20:35:31.197469] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:31.197530] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:31.202224] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:31.203984] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:31.204446] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:31.204906] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:31.207210] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:31.208827] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:31.209833] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:31.235892] [INFO ] [LOCAL ] TTEC: Saved forecast. [2026-01-08T20:35:31.235957] [INFO ] [main ] TTEC: Signal=1 (Conf=90.0%), Magnitude=2.08% (Conf=54.9101%) [2026-01-08T20:35:31.236108] [INFO ] [main ] Fetching symbol history for BJ... [2026-01-08T20:35:31.236151] [DEBUG] [REMOTE ] BJ: Fetching historical data. [2026-01-08T20:35:31.239397] [INFO ] [main ] Progress: 91/392 forecasts completed (23.2%). TTEC finished in 0.6s. ETA: 51.4s. Rate: 351.07 forecasts/min [2026-01-08T20:35:31.249905] [DEBUG] [REMOTE ] BJ: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:31.250984] [DEBUG] [LOCAL ] Loaded configuration for BJ: 3 features, N/A% accuracy [2026-01-08T20:35:31.251046] [INFO ] [LOCAL ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config [2026-01-08T20:35:31.251078] [DEBUG] [MAG ] Building data for symbol: BJ with lookback: 0 [2026-01-08T20:35:31.252066] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:31.252125] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:31.257303] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:31.258533] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:31.259516] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:31.295587] [DEBUG] [MAG ] HIFS: Last date is validated at 2026-01-08 [2026-01-08T20:35:31.429593] [DEBUG] [MAG ] HPE: Last date is validated at 2026-01-08 [2026-01-08T20:35:31.470595] [DEBUG] [MAG ] HIFS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:31.557942] [DEBUG] [MAG ] MSGS: Last date is validated at 2026-01-08 [2026-01-08T20:35:31.609007] [DEBUG] [MAG ] HPE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:31.620316] [DEBUG] [MAG ] BJ: Last date is validated at 2026-01-08 [2026-01-08T20:35:31.623658] [INFO ] [LOCAL ] HIFS: Saved forecast. [2026-01-08T20:35:31.623726] [INFO ] [main ] HIFS: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=58.5888%) [2026-01-08T20:35:31.624062] [INFO ] [main ] Progress: 92/392 forecasts completed (23.5%). HIFS finished in 0.9s. ETA: 52.0s. Rate: 346.36 forecasts/min [2026-01-08T20:35:31.624184] [INFO ] [main ] Fetching symbol history for SQNS... [2026-01-08T20:35:31.624227] [DEBUG] [REMOTE ] SQNS: Fetching historical data. [2026-01-08T20:35:31.636886] [DEBUG] [REMOTE ] SQNS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:31.637910] [DEBUG] [LOCAL ] Loaded configuration for SQNS: 9 features, N/A% accuracy [2026-01-08T20:35:31.637968] [INFO ] [LOCAL ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config [2026-01-08T20:35:31.638001] [DEBUG] [MAG ] Building data for symbol: SQNS with lookback: 0 [2026-01-08T20:35:31.638935] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:31.639003] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:31.644182] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:31.645999] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:31.646701] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:31.647282] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:31.648147] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:31.650633] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:31.687813] [INFO ] [LOCAL ] HPE: Saved forecast. [2026-01-08T20:35:31.687886] [INFO ] [main ] HPE: Signal=1 (Conf=90.0%), Magnitude=-7.57% (Conf=58.6856%) [2026-01-08T20:35:31.688334] [INFO ] [main ] Fetching symbol history for BDN... [2026-01-08T20:35:31.688387] [DEBUG] [REMOTE ] BDN: Fetching historical data. [2026-01-08T20:35:31.688658] [INFO ] [main ] Progress: 93/392 forecasts completed (23.7%). HPE finished in 0.7s. ETA: 51.4s. Rate: 348.71 forecasts/min [2026-01-08T20:35:31.699874] [DEBUG] [REMOTE ] BDN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:31.700833] [DEBUG] [LOCAL ] Loaded configuration for BDN: 4 features, N/A% accuracy [2026-01-08T20:35:31.700897] [INFO ] [LOCAL ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config [2026-01-08T20:35:31.700934] [DEBUG] [MAG ] Building data for symbol: BDN with lookback: 0 [2026-01-08T20:35:31.701764] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:31.701833] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:31.731825] [DEBUG] [MAG ] MSGS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:31.743434] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:31.764226] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:31.765430] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:31.766843] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:31.794418] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:31.795732] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:31.796605] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:31.796924] [DEBUG] [MAG ] BJ: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:31.853818] [INFO ] [LOCAL ] MSGS: Saved forecast. [2026-01-08T20:35:31.853893] [INFO ] [main ] MSGS: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=39.2888%) [2026-01-08T20:35:31.854242] [INFO ] [main ] Fetching symbol history for KBWY... [2026-01-08T20:35:31.854293] [DEBUG] [REMOTE ] KBWY: Fetching historical data. [2026-01-08T20:35:31.854659] [INFO ] [main ] Progress: 94/392 forecasts completed (24.0%). MSGS finished in 0.7s. ETA: 51.3s. Rate: 348.84 forecasts/min [2026-01-08T20:35:31.865034] [DEBUG] [REMOTE ] KBWY: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:31.865909] [DEBUG] [LOCAL ] Loaded configuration for KBWY: 1 features, N/A% accuracy [2026-01-08T20:35:31.865961] [INFO ] [LOCAL ] KBWY: Loaded 1 optimal features with 53.29% confidence from JSON config [2026-01-08T20:35:31.865993] [DEBUG] [MAG ] Building data for symbol: KBWY with lookback: 0 [2026-01-08T20:35:31.866766] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:31.866824] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-08T20:35:31.868889] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:31.893802] [INFO ] [LOCAL ] BJ: Saved forecast. [2026-01-08T20:35:31.893870] [INFO ] [main ] BJ: Signal=1 (Conf=90.0%), Magnitude=-0.57% (Conf=46.2187%) [2026-01-08T20:35:31.894228] [INFO ] [main ] Fetching symbol history for ARES... [2026-01-08T20:35:31.894277] [DEBUG] [REMOTE ] ARES: Fetching historical data. [2026-01-08T20:35:31.895644] [INFO ] [main ] Progress: 95/392 forecasts completed (24.2%). BJ finished in 0.7s. ETA: 50.7s. Rate: 351.66 forecasts/min [2026-01-08T20:35:31.906810] [DEBUG] [REMOTE ] ARES: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:31.907649] [DEBUG] [LOCAL ] Loaded configuration for ARES: 4 features, N/A% accuracy [2026-01-08T20:35:31.907706] [INFO ] [LOCAL ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config [2026-01-08T20:35:31.907737] [DEBUG] [MAG ] Building data for symbol: ARES with lookback: 0 [2026-01-08T20:35:31.908529] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:31.908606] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:31.910247] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:31.910763] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:31.911504] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:32.018324] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:32.111548] [DEBUG] [MAG ] SQNS: Last date is validated at 2026-01-08 [2026-01-08T20:35:32.159315] [DEBUG] [MAG ] BDN: Last date is validated at 2026-01-08 [2026-01-08T20:35:32.223692] [DEBUG] [MAG ] KBWY: Last date is validated at 2026-01-08 [2026-01-08T20:35:32.285847] [DEBUG] [MAG ] SQNS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:32.337743] [DEBUG] [MAG ] BDN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:32.352716] [DEBUG] [MAG ] ARES: Last date is validated at 2026-01-08 [2026-01-08T20:35:32.389434] [DEBUG] [MAG ] KBWY: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:32.395728] [INFO ] [LOCAL ] BDN: Saved forecast. [2026-01-08T20:35:32.395800] [INFO ] [main ] BDN: Signal=1 (Conf=90.0%), Magnitude=3.23% (Conf=54.6938%) [2026-01-08T20:35:32.396136] [INFO ] [main ] Fetching symbol history for ESTA... [2026-01-08T20:35:32.396186] [DEBUG] [REMOTE ] ESTA: Fetching historical data. [2026-01-08T20:35:32.397191] [INFO ] [main ] Progress: 96/392 forecasts completed (24.5%). BDN finished in 0.7s. ETA: 51.5s. Rate: 344.70 forecasts/min [2026-01-08T20:35:32.408181] [DEBUG] [REMOTE ] ESTA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:32.409194] [DEBUG] [LOCAL ] Loaded configuration for ESTA: 5 features, N/A% accuracy [2026-01-08T20:35:32.409246] [INFO ] [LOCAL ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config [2026-01-08T20:35:32.409277] [DEBUG] [MAG ] Building data for symbol: ESTA with lookback: 0 [2026-01-08T20:35:32.410126] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:32.410187] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:32.411886] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:32.412388] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:32.412795] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:32.413707] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:32.437234] [INFO ] [LOCAL ] SQNS: Saved forecast. [2026-01-08T20:35:32.437301] [INFO ] [main ] SQNS: Signal=1 (Conf=90.0%), Magnitude=-3.05% (Conf=41.0619%) [2026-01-08T20:35:32.437654] [INFO ] [main ] Progress: 97/392 forecasts completed (24.7%). SQNS finished in 0.8s. ETA: 50.9s. Rate: 347.44 forecasts/min [2026-01-08T20:35:32.437788] [INFO ] [main ] Fetching symbol history for ATRO... [2026-01-08T20:35:32.437838] [DEBUG] [REMOTE ] ATRO: Fetching historical data. [2026-01-08T20:35:32.446017] [INFO ] [LOCAL ] KBWY: Saved forecast. [2026-01-08T20:35:32.446088] [INFO ] [main ] KBWY: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=53.2943%) [2026-01-08T20:35:32.446454] [INFO ] [main ] Progress: 98/392 forecasts completed (25.0%). KBWY finished in 0.6s. ETA: 50.3s. Rate: 350.84 forecasts/min [2026-01-08T20:35:32.446652] [INFO ] [main ] Fetching symbol history for TBIL... [2026-01-08T20:35:32.446699] [DEBUG] [REMOTE ] TBIL: Fetching historical data. [2026-01-08T20:35:32.451035] [DEBUG] [REMOTE ] ATRO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:32.452039] [DEBUG] [LOCAL ] Loaded configuration for ATRO: 2 features, N/A% accuracy [2026-01-08T20:35:32.452097] [INFO ] [LOCAL ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config [2026-01-08T20:35:32.452128] [DEBUG] [MAG ] Building data for symbol: ATRO with lookback: 0 [2026-01-08T20:35:32.452941] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:32.453001] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:32.457332] [DEBUG] [REMOTE ] TBIL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:32.457926] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:32.458172] [DEBUG] [LOCAL ] Loaded configuration for TBIL: 50 features, N/A% accuracy [2026-01-08T20:35:32.458224] [INFO ] [LOCAL ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config [2026-01-08T20:35:32.458255] [DEBUG] [MAG ] Building data for symbol: TBIL with lookback: 0 [2026-01-08T20:35:32.458970] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:32.459050] [DEBUG] [FEATURES ] DataBuilder: Executing 50 feature methods. [2026-01-08T20:35:32.459155] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:32.462858] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:32.463856] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:32.465607] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:32.466097] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:32.466526] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:32.466926] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:32.467669] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:32.468467] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:32.470857] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:32.518869] [DEBUG] [MAG ] ARES: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:32.579836] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:32.581805] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:32.620259] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:32.621486] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:32.649312] [INFO ] [LOCAL ] ARES: Saved forecast. [2026-01-08T20:35:32.649379] [INFO ] [main ] ARES: Signal=1 (Conf=90.0%), Magnitude=4.63% (Conf=55.416%) [2026-01-08T20:35:32.649744] [INFO ] [main ] Fetching symbol history for ABG... [2026-01-08T20:35:32.649795] [DEBUG] [REMOTE ] ABG: Fetching historical data. [2026-01-08T20:35:32.650762] [INFO ] [main ] Progress: 99/392 forecasts completed (25.3%). ARES finished in 0.8s. ETA: 50.2s. Rate: 350.15 forecasts/min [2026-01-08T20:35:32.661822] [DEBUG] [REMOTE ] ABG: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:32.662533] [DEBUG] [LOCAL ] Loaded configuration for ABG: 3 features, N/A% accuracy [2026-01-08T20:35:32.662602] [INFO ] [LOCAL ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config [2026-01-08T20:35:32.662635] [DEBUG] [MAG ] Building data for symbol: ABG with lookback: 0 [2026-01-08T20:35:32.663128] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:32.663394] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:32.663453] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:32.664068] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:32.665292] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:32.668126] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:32.707317] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:32.708084] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:32.739733] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:32.740427] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:32.742195] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:32.744916] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:32.746002] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:32.747945] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:32.748702] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:32.753644] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:32.754798] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:32.756107] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:32.757604] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:32.760454] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:32.761116] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:35:32.761826] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:32.764169] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:32.765231] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:35:32.765932] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:35:32.766623] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_open [2026-01-08T20:35:32.767301] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:35:32.770019] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:32.771565] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:32.773977] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-08T20:35:32.776135] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:35:32.779981] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:32.799087] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:32.800446] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:32.802130] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:32.802890] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:32.804535] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-08T20:35:32.806156] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:35:32.807070] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:32.808239] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:32.810413] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:35:32.811614] [DEBUG] [MAG ] ATRO: Last date is validated at 2026-01-08 [2026-01-08T20:35:32.812340] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-08T20:35:32.814133] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:32.823778] [DEBUG] [MAG ] ESTA: Last date is validated at 2026-01-08 [2026-01-08T20:35:32.982084] [DEBUG] [MAG ] ATRO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:32.998605] [DEBUG] [MAG ] ESTA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:33.046550] [DEBUG] [MAG ] ABG: Last date is validated at 2026-01-08 [2026-01-08T20:35:33.073862] [INFO ] [LOCAL ] ATRO: Saved forecast. [2026-01-08T20:35:33.073930] [INFO ] [main ] ATRO: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=61.5086%) [2026-01-08T20:35:33.074085] [INFO ] [main ] Fetching symbol history for FIGS... [2026-01-08T20:35:33.074129] [DEBUG] [REMOTE ] FIGS: Fetching historical data. [2026-01-08T20:35:33.075652] [INFO ] [main ] Progress: 100/392 forecasts completed (25.5%). ATRO finished in 0.6s. ETA: 50.8s. Rate: 345.05 forecasts/min [2026-01-08T20:35:33.087353] [DEBUG] [REMOTE ] FIGS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:33.088350] [DEBUG] [LOCAL ] Loaded configuration for FIGS: 5 features, N/A% accuracy [2026-01-08T20:35:33.088407] [INFO ] [LOCAL ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config [2026-01-08T20:35:33.090883] [DEBUG] [MAG ] Building data for symbol: FIGS with lookback: 0 [2026-01-08T20:35:33.091701] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:33.091770] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:33.093415] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:33.093959] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:33.094349] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:33.097600] [INFO ] [LOCAL ] ESTA: Saved forecast. [2026-01-08T20:35:33.097677] [INFO ] [main ] ESTA: Signal=1 (Conf=90.0%), Magnitude=1.84% (Conf=49.9198%) [2026-01-08T20:35:33.098055] [INFO ] [main ] Progress: 101/392 forecasts completed (25.8%). ESTA finished in 0.7s. ETA: 50.2s. Rate: 348.05 forecasts/min [2026-01-08T20:35:33.098189] [INFO ] [main ] Fetching symbol history for KPRX... [2026-01-08T20:35:33.098232] [DEBUG] [REMOTE ] KPRX: Fetching historical data. [2026-01-08T20:35:33.098472] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:33.100489] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:33.108367] [DEBUG] [REMOTE ] KPRX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:33.109421] [DEBUG] [LOCAL ] Loaded configuration for KPRX: 3 features, N/A% accuracy [2026-01-08T20:35:33.109472] [INFO ] [LOCAL ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config [2026-01-08T20:35:33.109503] [DEBUG] [MAG ] Building data for symbol: KPRX with lookback: 0 [2026-01-08T20:35:33.110279] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:33.110338] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:33.111052] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:33.148916] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:35:33.149735] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:33.151671] [DEBUG] [MAG ] TBIL: Last date is validated at 2026-01-08 [2026-01-08T20:35:33.212043] [DEBUG] [MAG ] ABG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:33.317869] [DEBUG] [MAG ] TBIL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:33.341014] [INFO ] [LOCAL ] ABG: Saved forecast. [2026-01-08T20:35:33.341081] [INFO ] [main ] ABG: Signal=1 (Conf=90.0%), Magnitude=3.21% (Conf=65.5309%) [2026-01-08T20:35:33.341442] [INFO ] [main ] Fetching symbol history for AFYA... [2026-01-08T20:35:33.341491] [DEBUG] [REMOTE ] AFYA: Fetching historical data. [2026-01-08T20:35:33.342648] [INFO ] [main ] Progress: 102/392 forecasts completed (26.0%). ABG finished in 0.7s. ETA: 50.2s. Rate: 346.63 forecasts/min [2026-01-08T20:35:33.356517] [DEBUG] [REMOTE ] AFYA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:33.357679] [DEBUG] [LOCAL ] Loaded configuration for AFYA: 0 features, N/A% accuracy [2026-01-08T20:35:33.357737] [INFO ] [LOCAL ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config [2026-01-08T20:35:33.357768] [DEBUG] [MAG ] Building data for symbol: AFYA with lookback: 0 [2026-01-08T20:35:33.358558] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-08T20:35:33.443085] [DEBUG] [MAG ] FIGS: Last date is validated at 2026-01-08 [2026-01-08T20:35:33.495806] [DEBUG] [MAG ] KPRX: Last date is validated at 2026-01-08 [2026-01-08T20:35:33.581700] [INFO ] [LOCAL ] TBIL: Saved forecast. [2026-01-08T20:35:33.581779] [INFO ] [main ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%) [2026-01-08T20:35:33.582183] [INFO ] [main ] Fetching symbol history for QVAL... [2026-01-08T20:35:33.582234] [DEBUG] [REMOTE ] QVAL: Fetching historical data. [2026-01-08T20:35:33.582710] [INFO ] [main ] Progress: 103/392 forecasts completed (26.3%). TBIL finished in 1.1s. ETA: 50.2s. Rate: 345.33 forecasts/min [2026-01-08T20:35:33.593519] [DEBUG] [REMOTE ] QVAL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:33.594415] [DEBUG] [LOCAL ] Loaded configuration for QVAL: 4 features, N/A% accuracy [2026-01-08T20:35:33.594471] [INFO ] [LOCAL ] QVAL: Loaded 4 optimal features with 53.96% confidence from JSON config [2026-01-08T20:35:33.594503] [DEBUG] [MAG ] Building data for symbol: QVAL with lookback: 0 [2026-01-08T20:35:33.595270] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:33.595329] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:33.600151] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:33.601995] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:33.602478] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:33.603241] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:33.614852] [DEBUG] [MAG ] FIGS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:33.669390] [DEBUG] [MAG ] KPRX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:33.684008] [INFO ] [LOCAL ] FIGS: Saved forecast. [2026-01-08T20:35:33.684099] [INFO ] [main ] FIGS: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=47.8543%) [2026-01-08T20:35:33.684299] [INFO ] [main ] Fetching symbol history for WKSP... [2026-01-08T20:35:33.684346] [DEBUG] [REMOTE ] WKSP: Fetching historical data. [2026-01-08T20:35:33.685662] [INFO ] [main ] Progress: 104/392 forecasts completed (26.5%). FIGS finished in 0.6s. ETA: 49.8s. Rate: 346.69 forecasts/min [2026-01-08T20:35:33.695944] [DEBUG] [REMOTE ] WKSP: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:33.697130] [DEBUG] [MAG ] AFYA: Last date is validated at 2026-01-08 [2026-01-08T20:35:33.698038] [DEBUG] [LOCAL ] Loaded configuration for WKSP: 6 features, N/A% accuracy [2026-01-08T20:35:33.698101] [INFO ] [LOCAL ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config [2026-01-08T20:35:33.698133] [DEBUG] [MAG ] Building data for symbol: WKSP with lookback: 0 [2026-01-08T20:35:33.699072] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:33.699136] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:33.705063] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:33.707122] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:33.707636] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:33.708470] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:33.709168] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:33.710984] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:33.727982] [INFO ] [LOCAL ] KPRX: Saved forecast. [2026-01-08T20:35:33.728062] [INFO ] [main ] KPRX: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=49.4114%) [2026-01-08T20:35:33.728476] [INFO ] [main ] Progress: 105/392 forecasts completed (26.8%). KPRX finished in 0.6s. ETA: 49.3s. Rate: 349.19 forecasts/min [2026-01-08T20:35:33.728635] [INFO ] [main ] Fetching symbol history for GBAB... [2026-01-08T20:35:33.728682] [DEBUG] [REMOTE ] GBAB: Fetching historical data. [2026-01-08T20:35:33.742545] [DEBUG] [REMOTE ] GBAB: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:33.743386] [DEBUG] [LOCAL ] Loaded configuration for GBAB: 5 features, N/A% accuracy [2026-01-08T20:35:33.743463] [INFO ] [LOCAL ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config [2026-01-08T20:35:33.743522] [DEBUG] [MAG ] Building data for symbol: GBAB with lookback: 0 [2026-01-08T20:35:33.744644] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:33.744716] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:33.746777] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:33.747301] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:33.747710] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:33.749250] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:33.788046] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:33.880170] [DEBUG] [MAG ] AFYA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:33.944195] [INFO ] [LOCAL ] AFYA: Saved forecast. [2026-01-08T20:35:33.944264] [INFO ] [main ] AFYA: Signal=1 (Conf=90.0%), Magnitude=0.69% (Conf=44.9433%) [2026-01-08T20:35:33.944661] [INFO ] [main ] Fetching symbol history for CELZ... [2026-01-08T20:35:33.944714] [DEBUG] [REMOTE ] CELZ: Fetching historical data. [2026-01-08T20:35:33.945649] [INFO ] [main ] Progress: 106/392 forecasts completed (27.0%). AFYA finished in 0.6s. ETA: 49.3s. Rate: 348.32 forecasts/min [2026-01-08T20:35:33.949000] [DEBUG] [MAG ] QVAL: Last date is validated at 2026-01-08 [2026-01-08T20:35:33.956343] [DEBUG] [REMOTE ] CELZ: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:33.957514] [DEBUG] [LOCAL ] Loaded configuration for CELZ: 6 features, N/A% accuracy [2026-01-08T20:35:33.957567] [INFO ] [LOCAL ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config [2026-01-08T20:35:33.957621] [DEBUG] [MAG ] Building data for symbol: CELZ with lookback: 0 [2026-01-08T20:35:33.958449] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:33.958513] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:33.963550] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:33.965451] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:33.965955] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:33.966346] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:33.969382] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:33.970043] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:34.058753] [DEBUG] [MAG ] WKSP: Last date is validated at 2026-01-08 [2026-01-08T20:35:34.115392] [DEBUG] [MAG ] QVAL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:34.122906] [DEBUG] [MAG ] GBAB: Last date is validated at 2026-01-08 [2026-01-08T20:35:34.190298] [INFO ] [LOCAL ] QVAL: Saved forecast. [2026-01-08T20:35:34.190364] [INFO ] [main ] QVAL: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=53.9553%) [2026-01-08T20:35:34.190521] [INFO ] [main ] Fetching symbol history for WCLD... [2026-01-08T20:35:34.190564] [DEBUG] [REMOTE ] WCLD: Fetching historical data. [2026-01-08T20:35:34.191664] [INFO ] [main ] Progress: 107/392 forecasts completed (27.3%). QVAL finished in 0.6s. ETA: 49.3s. Rate: 346.94 forecasts/min [2026-01-08T20:35:34.201129] [DEBUG] [REMOTE ] WCLD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:34.201990] [DEBUG] [LOCAL ] Loaded configuration for WCLD: 5 features, N/A% accuracy [2026-01-08T20:35:34.202041] [INFO ] [LOCAL ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config [2026-01-08T20:35:34.202072] [DEBUG] [MAG ] Building data for symbol: WCLD with lookback: 0 [2026-01-08T20:35:34.202828] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:34.202887] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:34.204529] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:34.205047] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:34.205938] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:34.208326] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:34.226381] [DEBUG] [MAG ] WKSP: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:34.282285] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:34.288143] [DEBUG] [MAG ] GBAB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:34.300203] [INFO ] [LOCAL ] WKSP: Saved forecast. [2026-01-08T20:35:34.300270] [INFO ] [main ] WKSP: Signal=1 (Conf=90.0%), Magnitude=5.29% (Conf=55.7376%) [2026-01-08T20:35:34.300632] [INFO ] [main ] Fetching symbol history for TRNS... [2026-01-08T20:35:34.300684] [DEBUG] [REMOTE ] TRNS: Fetching historical data. [2026-01-08T20:35:34.300641] [INFO ] [main ] Progress: 108/392 forecasts completed (27.6%). WKSP finished in 0.6s. ETA: 48.9s. Rate: 348.13 forecasts/min [2026-01-08T20:35:34.312216] [DEBUG] [REMOTE ] TRNS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:34.315213] [DEBUG] [LOCAL ] Loaded configuration for TRNS: 2 features, N/A% accuracy [2026-01-08T20:35:34.315267] [INFO ] [LOCAL ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config [2026-01-08T20:35:34.315298] [DEBUG] [MAG ] Building data for symbol: TRNS with lookback: 0 [2026-01-08T20:35:34.316079] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:34.316139] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:34.321004] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:34.336155] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:34.336958] [DEBUG] [MAG ] CELZ: Last date is validated at 2026-01-08 [2026-01-08T20:35:34.345049] [INFO ] [LOCAL ] GBAB: Saved forecast. [2026-01-08T20:35:34.345117] [INFO ] [main ] GBAB: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=55.8641%) [2026-01-08T20:35:34.345275] [INFO ] [main ] Fetching symbol history for AAP... [2026-01-08T20:35:34.345320] [DEBUG] [REMOTE ] AAP: Fetching historical data. [2026-01-08T20:35:34.345824] [INFO ] [main ] Progress: 109/392 forecasts completed (27.8%). GBAB finished in 0.6s. ETA: 48.4s. Rate: 350.50 forecasts/min [2026-01-08T20:35:34.356508] [DEBUG] [REMOTE ] AAP: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:34.357483] [DEBUG] [LOCAL ] Loaded configuration for AAP: 5 features, N/A% accuracy [2026-01-08T20:35:34.357543] [INFO ] [LOCAL ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config [2026-01-08T20:35:34.357595] [DEBUG] [MAG ] Building data for symbol: AAP with lookback: 0 [2026-01-08T20:35:34.358748] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:34.358810] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:34.359693] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:34.360700] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:34.410662] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:34.414877] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:34.416190] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:34.521013] [DEBUG] [MAG ] CELZ: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:34.588482] [INFO ] [LOCAL ] CELZ: Saved forecast. [2026-01-08T20:35:34.588564] [INFO ] [main ] CELZ: Signal=1 (Conf=90.0%), Magnitude=-5.41% (Conf=68.7642%) [2026-01-08T20:35:34.588942] [INFO ] [main ] Fetching symbol history for ENTX... [2026-01-08T20:35:34.588998] [DEBUG] [REMOTE ] ENTX: Fetching historical data. [2026-01-08T20:35:34.589656] [INFO ] [main ] Progress: 110/392 forecasts completed (28.1%). CELZ finished in 0.6s. ETA: 48.5s. Rate: 349.15 forecasts/min [2026-01-08T20:35:34.600780] [DEBUG] [REMOTE ] ENTX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:34.602014] [DEBUG] [LOCAL ] Loaded configuration for ENTX: 1 features, N/A% accuracy [2026-01-08T20:35:34.602452] [INFO ] [LOCAL ] ENTX: Loaded 1 optimal features with 61.18% confidence from JSON config [2026-01-08T20:35:34.602493] [DEBUG] [MAG ] Building data for symbol: ENTX with lookback: 0 [2026-01-08T20:35:34.603318] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:34.603379] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:34.606007] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:34.622134] [DEBUG] [MAG ] WCLD: Last date is validated at 2026-01-08 [2026-01-08T20:35:34.709026] [DEBUG] [MAG ] TRNS: Last date is validated at 2026-01-08 [2026-01-08T20:35:34.759433] [DEBUG] [MAG ] AAP: Last date is validated at 2026-01-08 [2026-01-08T20:35:34.789123] [DEBUG] [MAG ] WCLD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:34.870913] [INFO ] [LOCAL ] WCLD: Saved forecast. [2026-01-08T20:35:34.870981] [INFO ] [main ] WCLD: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=53.3077%) [2026-01-08T20:35:34.871138] [INFO ] [main ] Fetching symbol history for AM... [2026-01-08T20:35:34.871180] [DEBUG] [REMOTE ] AM: Fetching historical data. [2026-01-08T20:35:34.872663] [INFO ] [main ] Progress: 111/392 forecasts completed (28.3%). WCLD finished in 0.7s. ETA: 48.6s. Rate: 347.13 forecasts/min [2026-01-08T20:35:34.881346] [DEBUG] [MAG ] TRNS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:34.882483] [DEBUG] [REMOTE ] AM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:34.883658] [DEBUG] [LOCAL ] Loaded configuration for AM: 5 features, N/A% accuracy [2026-01-08T20:35:34.883712] [INFO ] [LOCAL ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config [2026-01-08T20:35:34.883743] [DEBUG] [MAG ] Building data for symbol: AM with lookback: 0 [2026-01-08T20:35:34.884498] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:34.884559] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:34.889314] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:34.891018] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:34.892788] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:34.893901] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:34.896032] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:34.932683] [DEBUG] [MAG ] AAP: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:34.968178] [DEBUG] [MAG ] ENTX: Last date is validated at 2026-01-08 [2026-01-08T20:35:34.990160] [INFO ] [LOCAL ] TRNS: Saved forecast. [2026-01-08T20:35:34.990234] [INFO ] [main ] TRNS: Signal=1 (Conf=90.0%), Magnitude=-2.20% (Conf=53.6793%) [2026-01-08T20:35:34.990404] [INFO ] [main ] Fetching symbol history for BSJS... [2026-01-08T20:35:34.990450] [DEBUG] [REMOTE ] BSJS: Fetching historical data. [2026-01-08T20:35:34.990907] [INFO ] [main ] Progress: 112/392 forecasts completed (28.6%). TRNS finished in 0.7s. ETA: 48.3s. Rate: 348.11 forecasts/min [2026-01-08T20:35:35.002006] [DEBUG] [REMOTE ] BSJS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:35.003093] [DEBUG] [LOCAL ] Loaded configuration for BSJS: 8 features, N/A% accuracy [2026-01-08T20:35:35.003149] [INFO ] [LOCAL ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config [2026-01-08T20:35:35.003182] [DEBUG] [MAG ] Building data for symbol: BSJS with lookback: 0 [2026-01-08T20:35:35.003993] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:35.004057] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:35.009006] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:35.010811] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:35.011304] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:35.011778] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:35.012176] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:35.013334] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:35.015400] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:35:35.016870] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:35.043992] [INFO ] [LOCAL ] AAP: Saved forecast. [2026-01-08T20:35:35.044064] [INFO ] [main ] AAP: Signal=1 (Conf=90.0%), Magnitude=1.97% (Conf=47.8253%) [2026-01-08T20:35:35.044217] [INFO ] [main ] Fetching symbol history for SRAD... [2026-01-08T20:35:35.044260] [DEBUG] [REMOTE ] SRAD: Fetching historical data. [2026-01-08T20:35:35.044913] [INFO ] [main ] Progress: 113/392 forecasts completed (28.8%). AAP finished in 0.7s. ETA: 47.8s. Rate: 350.24 forecasts/min [2026-01-08T20:35:35.055785] [DEBUG] [REMOTE ] SRAD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:35.056734] [DEBUG] [LOCAL ] Loaded configuration for SRAD: 4 features, N/A% accuracy [2026-01-08T20:35:35.056794] [INFO ] [LOCAL ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config [2026-01-08T20:35:35.056825] [DEBUG] [MAG ] Building data for symbol: SRAD with lookback: 0 [2026-01-08T20:35:35.057594] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:35.057653] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:35.058537] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:35.059826] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:35.061682] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:35:35.062385] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:35.145696] [DEBUG] [MAG ] ENTX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:35.199494] [INFO ] [LOCAL ] ENTX: Saved forecast. [2026-01-08T20:35:35.199565] [INFO ] [main ] ENTX: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=61.1758%) [2026-01-08T20:35:35.199942] [INFO ] [main ] Fetching symbol history for FELE... [2026-01-08T20:35:35.199995] [DEBUG] [REMOTE ] FELE: Fetching historical data. [2026-01-08T20:35:35.200646] [INFO ] [main ] Progress: 114/392 forecasts completed (29.1%). ENTX finished in 0.6s. ETA: 47.6s. Rate: 350.52 forecasts/min [2026-01-08T20:35:35.212922] [DEBUG] [REMOTE ] FELE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:35.214025] [DEBUG] [LOCAL ] Loaded configuration for FELE: 7 features, N/A% accuracy [2026-01-08T20:35:35.214089] [INFO ] [LOCAL ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config [2026-01-08T20:35:35.214122] [DEBUG] [MAG ] Building data for symbol: FELE with lookback: 0 [2026-01-08T20:35:35.214940] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:35.215006] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:35.215913] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:35.217822] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:35.218317] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:35.219361] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:35.221035] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:35.222080] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:35.222809] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:35.233414] [DEBUG] [MAG ] AM: Last date is validated at 2026-01-08 [2026-01-08T20:35:35.360964] [DEBUG] [MAG ] BSJS: Last date is validated at 2026-01-08 [2026-01-08T20:35:35.402502] [DEBUG] [MAG ] SRAD: Last date is validated at 2026-01-08 [2026-01-08T20:35:35.404848] [DEBUG] [MAG ] AM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:35.531875] [INFO ] [LOCAL ] AM: Saved forecast. [2026-01-08T20:35:35.531941] [INFO ] [main ] AM: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=44.9206%) [2026-01-08T20:35:35.532371] [INFO ] [main ] Fetching symbol history for TEX... [2026-01-08T20:35:35.532422] [DEBUG] [REMOTE ] TEX: Fetching historical data. [2026-01-08T20:35:35.532649] [INFO ] [main ] Progress: 115/392 forecasts completed (29.3%). AM finished in 0.7s. ETA: 47.8s. Rate: 347.68 forecasts/min [2026-01-08T20:35:35.534753] [DEBUG] [MAG ] BSJS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:35.544063] [DEBUG] [REMOTE ] TEX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:35.545003] [DEBUG] [LOCAL ] Loaded configuration for TEX: 5 features, N/A% accuracy [2026-01-08T20:35:35.545054] [INFO ] [LOCAL ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config [2026-01-08T20:35:35.545084] [DEBUG] [MAG ] Building data for symbol: TEX with lookback: 0 [2026-01-08T20:35:35.545862] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:35.545922] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:35.550777] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:35.552621] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:35.553117] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:35.553586] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:35.554770] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:35.570309] [DEBUG] [MAG ] SRAD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:35.589453] [DEBUG] [MAG ] FELE: Last date is validated at 2026-01-08 [2026-01-08T20:35:35.596890] [INFO ] [LOCAL ] BSJS: Saved forecast. [2026-01-08T20:35:35.596956] [INFO ] [main ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%) [2026-01-08T20:35:35.597306] [INFO ] [main ] Fetching symbol history for BIVI... [2026-01-08T20:35:35.597357] [DEBUG] [REMOTE ] BIVI: Fetching historical data. [2026-01-08T20:35:35.597333] [INFO ] [main ] Progress: 116/392 forecasts completed (29.6%). BSJS finished in 0.6s. ETA: 47.4s. Rate: 349.56 forecasts/min [2026-01-08T20:35:35.613079] [DEBUG] [REMOTE ] BIVI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:35.614025] [DEBUG] [LOCAL ] Loaded configuration for BIVI: 8 features, N/A% accuracy [2026-01-08T20:35:35.614077] [INFO ] [LOCAL ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config [2026-01-08T20:35:35.614109] [DEBUG] [MAG ] Building data for symbol: BIVI with lookback: 0 [2026-01-08T20:35:35.614938] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:35.615000] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:35.619823] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:35.621731] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:35.622210] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:35.622657] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:35.623037] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:35.651426] [INFO ] [LOCAL ] SRAD: Saved forecast. [2026-01-08T20:35:35.651501] [INFO ] [main ] SRAD: Signal=1 (Conf=90.0%), Magnitude=-2.62% (Conf=45.4979%) [2026-01-08T20:35:35.651679] [INFO ] [main ] Fetching symbol history for IESC... [2026-01-08T20:35:35.651725] [DEBUG] [REMOTE ] IESC: Fetching historical data. [2026-01-08T20:35:35.654651] [INFO ] [main ] Progress: 117/392 forecasts completed (29.8%). SRAD finished in 0.6s. ETA: 46.9s. Rate: 351.56 forecasts/min [2026-01-08T20:35:35.661310] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:35.662003] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:35.663359] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:35.662846] [DEBUG] [REMOTE ] IESC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:35.666538] [DEBUG] [LOCAL ] Loaded configuration for IESC: 3 features, N/A% accuracy [2026-01-08T20:35:35.666609] [INFO ] [LOCAL ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config [2026-01-08T20:35:35.666642] [DEBUG] [MAG ] Building data for symbol: IESC with lookback: 0 [2026-01-08T20:35:35.667457] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:35.667516] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:35.669922] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:35.671104] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:35:35.673823] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:35.776766] [DEBUG] [MAG ] FELE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:35.882797] [INFO ] [LOCAL ] FELE: Saved forecast. [2026-01-08T20:35:35.882866] [INFO ] [main ] FELE: Signal=1 (Conf=90.0%), Magnitude=3.50% (Conf=50.0096%) [2026-01-08T20:35:35.883217] [INFO ] [main ] Fetching symbol history for PLTK... [2026-01-08T20:35:35.883270] [DEBUG] [REMOTE ] PLTK: Fetching historical data. [2026-01-08T20:35:35.883642] [INFO ] [main ] Progress: 118/392 forecasts completed (30.1%). FELE finished in 0.7s. ETA: 46.9s. Rate: 350.55 forecasts/min [2026-01-08T20:35:35.895858] [DEBUG] [REMOTE ] PLTK: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:35.896733] [DEBUG] [LOCAL ] Loaded configuration for PLTK: 6 features, N/A% accuracy [2026-01-08T20:35:35.896799] [INFO ] [LOCAL ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config [2026-01-08T20:35:35.896834] [DEBUG] [MAG ] Building data for symbol: PLTK with lookback: 0 [2026-01-08T20:35:35.897647] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:35.897709] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:35.903019] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:35.904863] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:35.905383] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:35.906339] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:35.906487] [DEBUG] [MAG ] TEX: Last date is validated at 2026-01-08 [2026-01-08T20:35:35.999227] [DEBUG] [MAG ] BIVI: Last date is validated at 2026-01-08 [2026-01-08T20:35:36.019997] [DEBUG] [MAG ] IESC: Last date is validated at 2026-01-08 [2026-01-08T20:35:36.021212] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:36.022712] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:36.075147] [DEBUG] [MAG ] TEX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:36.163420] [DEBUG] [MAG ] BIVI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:36.171686] [INFO ] [LOCAL ] TEX: Saved forecast. [2026-01-08T20:35:36.171752] [INFO ] [main ] TEX: Signal=1 (Conf=90.0%), Magnitude=-8.26% (Conf=38.0518%) [2026-01-08T20:35:36.171912] [INFO ] [main ] Fetching symbol history for IRTC... [2026-01-08T20:35:36.171956] [DEBUG] [REMOTE ] IRTC: Fetching historical data. [2026-01-08T20:35:36.173646] [INFO ] [main ] Progress: 119/392 forecasts completed (30.4%). TEX finished in 0.6s. ETA: 47.0s. Rate: 348.52 forecasts/min [2026-01-08T20:35:36.182726] [DEBUG] [REMOTE ] IRTC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:36.183658] [DEBUG] [LOCAL ] Loaded configuration for IRTC: 3 features, N/A% accuracy [2026-01-08T20:35:36.183712] [INFO ] [LOCAL ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config [2026-01-08T20:35:36.183743] [DEBUG] [MAG ] Building data for symbol: IRTC with lookback: 0 [2026-01-08T20:35:36.184507] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:36.184569] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:36.185442] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:36.187178] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:36.189086] [DEBUG] [MAG ] IESC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:36.189227] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:36.253178] [INFO ] [LOCAL ] BIVI: Saved forecast. [2026-01-08T20:35:36.253245] [INFO ] [main ] BIVI: Signal=1 (Conf=90.0%), Magnitude=10.30% (Conf=26.6091%) [2026-01-08T20:35:36.253591] [INFO ] [main ] Progress: 120/392 forecasts completed (30.6%). BIVI finished in 0.7s. ETA: 46.6s. Rate: 350.08 forecasts/min [2026-01-08T20:35:36.253718] [INFO ] [main ] Fetching symbol history for AAPL... [2026-01-08T20:35:36.253761] [DEBUG] [REMOTE ] AAPL: Fetching historical data. [2026-01-08T20:35:36.266661] [DEBUG] [REMOTE ] AAPL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:36.267780] [DEBUG] [LOCAL ] Loaded configuration for AAPL: 0 features, N/A% accuracy [2026-01-08T20:35:36.267831] [INFO ] [LOCAL ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config [2026-01-08T20:35:36.267862] [DEBUG] [MAG ] Building data for symbol: AAPL with lookback: 0 [2026-01-08T20:35:36.268886] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-08T20:35:36.362290] [INFO ] [LOCAL ] IESC: Saved forecast. [2026-01-08T20:35:36.362357] [INFO ] [main ] IESC: Signal=1 (Conf=90.0%), Magnitude=-5.72% (Conf=54.6362%) [2026-01-08T20:35:36.362719] [INFO ] [main ] Fetching symbol history for MCRB... [2026-01-08T20:35:36.362771] [DEBUG] [REMOTE ] MCRB: Fetching historical data. [2026-01-08T20:35:36.364648] [INFO ] [main ] Progress: 121/392 forecasts completed (30.9%). IESC finished in 0.7s. ETA: 46.3s. Rate: 351.10 forecasts/min [2026-01-08T20:35:36.373609] [DEBUG] [REMOTE ] MCRB: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:36.374618] [DEBUG] [LOCAL ] Loaded configuration for MCRB: 3 features, N/A% accuracy [2026-01-08T20:35:36.374675] [INFO ] [LOCAL ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config [2026-01-08T20:35:36.374708] [DEBUG] [MAG ] Building data for symbol: MCRB with lookback: 0 [2026-01-08T20:35:36.375470] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:36.375528] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:36.391632] [DEBUG] [MAG ] PLTK: Last date is validated at 2026-01-08 [2026-01-08T20:35:36.485191] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:36.486202] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:35:36.486929] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:36.535728] [DEBUG] [MAG ] IRTC: Last date is validated at 2026-01-08 [2026-01-08T20:35:36.575014] [DEBUG] [MAG ] PLTK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:36.605677] [DEBUG] [MAG ] AAPL: Last date is validated at 2026-01-08 [2026-01-08T20:35:36.639048] [INFO ] [LOCAL ] PLTK: Saved forecast. [2026-01-08T20:35:36.639115] [INFO ] [main ] PLTK: Signal=1 (Conf=90.0%), Magnitude=3.73% (Conf=56.6456%) [2026-01-08T20:35:36.639479] [INFO ] [main ] Fetching symbol history for EVN... [2026-01-08T20:35:36.639530] [DEBUG] [REMOTE ] EVN: Fetching historical data. [2026-01-08T20:35:36.640642] [INFO ] [main ] Progress: 122/392 forecasts completed (31.1%). PLTK finished in 0.8s. ETA: 46.4s. Rate: 349.34 forecasts/min [2026-01-08T20:35:36.651234] [DEBUG] [REMOTE ] EVN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:36.652290] [DEBUG] [LOCAL ] Loaded configuration for EVN: 8 features, N/A% accuracy [2026-01-08T20:35:36.652354] [INFO ] [LOCAL ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config [2026-01-08T20:35:36.652395] [DEBUG] [MAG ] Building data for symbol: EVN with lookback: 0 [2026-01-08T20:35:36.653241] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:36.653306] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:36.655891] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:36.710740] [DEBUG] [MAG ] IRTC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:36.770782] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:36.772811] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:36.775914] [DEBUG] [MAG ] AAPL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:36.826258] [DEBUG] [MAG ] MCRB: Last date is validated at 2026-01-08 [2026-01-08T20:35:36.835875] [INFO ] [LOCAL ] IRTC: Saved forecast. [2026-01-08T20:35:36.835943] [INFO ] [main ] IRTC: Signal=1 (Conf=90.0%), Magnitude=1.54% (Conf=46.9018%) [2026-01-08T20:35:36.836102] [INFO ] [main ] Fetching symbol history for CDE... [2026-01-08T20:35:36.836147] [DEBUG] [REMOTE ] CDE: Fetching historical data. [2026-01-08T20:35:36.836964] [INFO ] [main ] Progress: 123/392 forecasts completed (31.4%). IRTC finished in 0.7s. ETA: 46.3s. Rate: 348.93 forecasts/min [2026-01-08T20:35:36.847418] [DEBUG] [REMOTE ] CDE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:36.848326] [DEBUG] [LOCAL ] Loaded configuration for CDE: 6 features, N/A% accuracy [2026-01-08T20:35:36.848386] [INFO ] [LOCAL ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config [2026-01-08T20:35:36.848424] [DEBUG] [MAG ] Building data for symbol: CDE with lookback: 0 [2026-01-08T20:35:36.849223] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:36.849287] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:36.853041] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:36.854144] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:36.855132] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:36.855671] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:36.855964] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:36.856450] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:36.856852] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:36.856915] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:36.857695] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-08T20:35:36.858904] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:36.859047] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:36.905347] [INFO ] [LOCAL ] AAPL: Saved forecast. [2026-01-08T20:35:36.905415] [INFO ] [main ] AAPL: Signal=1 (Conf=90.0%), Magnitude=-3.43% (Conf=50.4091%) [2026-01-08T20:35:36.905584] [INFO ] [main ] Fetching symbol history for STLD... [2026-01-08T20:35:36.905629] [DEBUG] [REMOTE ] STLD: Fetching historical data. [2026-01-08T20:35:36.906255] [INFO ] [main ] Progress: 124/392 forecasts completed (31.6%). AAPL finished in 0.7s. ETA: 45.9s. Rate: 350.62 forecasts/min [2026-01-08T20:35:36.917826] [DEBUG] [REMOTE ] STLD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:36.918871] [DEBUG] [LOCAL ] Loaded configuration for STLD: 9 features, N/A% accuracy [2026-01-08T20:35:36.918929] [INFO ] [LOCAL ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config [2026-01-08T20:35:36.918962] [DEBUG] [MAG ] Building data for symbol: STLD with lookback: 0 [2026-01-08T20:35:36.919760] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:36.919825] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:36.924708] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:36.926483] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:36.926986] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:36.927379] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:36.928128] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:36.966813] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:36.968823] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:36.973019] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:36.974073] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:36.998053] [DEBUG] [MAG ] MCRB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:37.094353] [INFO ] [LOCAL ] MCRB: Saved forecast. [2026-01-08T20:35:37.094439] [INFO ] [main ] MCRB: Signal=1 (Conf=90.0%), Magnitude=-2.01% (Conf=46.8559%) [2026-01-08T20:35:37.094662] [INFO ] [main ] Fetching symbol history for ALZN... [2026-01-08T20:35:37.094721] [DEBUG] [REMOTE ] ALZN: Fetching historical data. [2026-01-08T20:35:37.096643] [INFO ] [main ] Progress: 125/392 forecasts completed (31.9%). MCRB finished in 0.7s. ETA: 45.7s. Rate: 350.31 forecasts/min [2026-01-08T20:35:37.108646] [DEBUG] [REMOTE ] ALZN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:37.109972] [DEBUG] [LOCAL ] Loaded configuration for ALZN: 7 features, N/A% accuracy [2026-01-08T20:35:37.110040] [INFO ] [LOCAL ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config [2026-01-08T20:35:37.110083] [DEBUG] [MAG ] Building data for symbol: ALZN with lookback: 0 [2026-01-08T20:35:37.111164] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:37.111242] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:37.113502] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:37.114176] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:37.114702] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:37.208280] [DEBUG] [MAG ] CDE: Last date is validated at 2026-01-08 [2026-01-08T20:35:37.227901] [DEBUG] [MAG ] EVN: Last date is validated at 2026-01-08 [2026-01-08T20:35:37.235067] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:37.274612] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:37.275743] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:37.276383] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:37.313149] [DEBUG] [MAG ] STLD: Last date is validated at 2026-01-08 [2026-01-08T20:35:37.381047] [DEBUG] [MAG ] CDE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:37.405999] [DEBUG] [MAG ] EVN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:37.460711] [INFO ] [LOCAL ] CDE: Saved forecast. [2026-01-08T20:35:37.460777] [INFO ] [main ] CDE: Signal=1 (Conf=90.0%), Magnitude=-1.93% (Conf=48.4988%) [2026-01-08T20:35:37.461110] [INFO ] [main ] Fetching symbol history for AIPI... [2026-01-08T20:35:37.461159] [DEBUG] [REMOTE ] AIPI: Fetching historical data. [2026-01-08T20:35:37.461644] [INFO ] [main ] Progress: 126/392 forecasts completed (32.1%). CDE finished in 0.6s. ETA: 46.0s. Rate: 347.19 forecasts/min [2026-01-08T20:35:37.467750] [INFO ] [LOCAL ] EVN: Saved forecast. [2026-01-08T20:35:37.467819] [INFO ] [main ] EVN: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=58.914%) [2026-01-08T20:35:37.468156] [INFO ] [main ] Fetching symbol history for COLL... [2026-01-08T20:35:37.468205] [DEBUG] [REMOTE ] COLL: Fetching historical data. [2026-01-08T20:35:37.468619] [INFO ] [main ] Progress: 127/392 forecasts completed (32.4%). EVN finished in 0.8s. ETA: 45.5s. Rate: 349.83 forecasts/min [2026-01-08T20:35:37.471841] [DEBUG] [REMOTE ] AIPI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:37.472677] [DEBUG] [LOCAL ] Loaded configuration for AIPI: 1 features, N/A% accuracy [2026-01-08T20:35:37.472728] [INFO ] [LOCAL ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config [2026-01-08T20:35:37.472759] [DEBUG] [MAG ] Building data for symbol: AIPI with lookback: 0 [2026-01-08T20:35:37.473717] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:37.473775] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:37.474654] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:37.480564] [DEBUG] [REMOTE ] COLL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:37.480656] [DEBUG] [MAG ] STLD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:37.481628] [DEBUG] [LOCAL ] Loaded configuration for COLL: 5 features, N/A% accuracy [2026-01-08T20:35:37.481681] [INFO ] [LOCAL ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config [2026-01-08T20:35:37.481712] [DEBUG] [MAG ] Building data for symbol: COLL with lookback: 0 [2026-01-08T20:35:37.482465] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:37.482525] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:37.487489] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:35:37.488224] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:35:37.488921] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:37.490349] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-08T20:35:37.491450] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:37.606891] [INFO ] [LOCAL ] STLD: Saved forecast. [2026-01-08T20:35:37.606958] [INFO ] [main ] STLD: Signal=1 (Conf=90.0%), Magnitude=1.07% (Conf=60.1177%) [2026-01-08T20:35:37.607305] [INFO ] [main ] Progress: 128/392 forecasts completed (32.7%). STLD finished in 0.7s. ETA: 45.2s. Rate: 350.36 forecasts/min [2026-01-08T20:35:37.607424] [INFO ] [main ] Fetching symbol history for OHI... [2026-01-08T20:35:37.607465] [DEBUG] [REMOTE ] OHI: Fetching historical data. [2026-01-08T20:35:37.619435] [DEBUG] [REMOTE ] OHI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:37.620388] [DEBUG] [LOCAL ] Loaded configuration for OHI: 6 features, N/A% accuracy [2026-01-08T20:35:37.620452] [INFO ] [LOCAL ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config [2026-01-08T20:35:37.620484] [DEBUG] [MAG ] Building data for symbol: OHI with lookback: 0 [2026-01-08T20:35:37.621265] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:37.621326] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:37.624243] [DEBUG] [MAG ] ALZN: Last date is validated at 2026-01-08 [2026-01-08T20:35:37.626046] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:37.627819] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:37.628453] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:37.628852] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:37.666478] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:37.667309] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:37.795009] [DEBUG] [MAG ] ALZN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:37.815219] [DEBUG] [MAG ] AIPI: Last date is validated at 2026-01-08 [2026-01-08T20:35:37.827039] [DEBUG] [MAG ] COLL: Last date is validated at 2026-01-08 [2026-01-08T20:35:37.864381] [INFO ] [LOCAL ] ALZN: Saved forecast. [2026-01-08T20:35:37.864449] [INFO ] [main ] ALZN: Signal=1 (Conf=90.0%), Magnitude=8.21% (Conf=67.6387%) [2026-01-08T20:35:37.864832] [INFO ] [main ] Fetching symbol history for BNS... [2026-01-08T20:35:37.864886] [DEBUG] [REMOTE ] BNS: Fetching historical data. [2026-01-08T20:35:37.866650] [INFO ] [main ] Progress: 129/392 forecasts completed (32.9%). ALZN finished in 0.8s. ETA: 45.2s. Rate: 348.96 forecasts/min [2026-01-08T20:35:37.879520] [DEBUG] [REMOTE ] BNS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:37.880554] [DEBUG] [LOCAL ] Loaded configuration for BNS: 2 features, N/A% accuracy [2026-01-08T20:35:37.880628] [INFO ] [LOCAL ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config [2026-01-08T20:35:37.880661] [DEBUG] [MAG ] Building data for symbol: BNS with lookback: 0 [2026-01-08T20:35:37.881442] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:37.881502] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:37.886412] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:37.889077] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:37.984240] [DEBUG] [MAG ] AIPI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:37.995487] [DEBUG] [MAG ] COLL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:38.011799] [DEBUG] [MAG ] OHI: Last date is validated at 2026-01-08 [2026-01-08T20:35:38.048542] [INFO ] [LOCAL ] AIPI: Saved forecast. [2026-01-08T20:35:38.048624] [INFO ] [main ] AIPI: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=55.5928%) [2026-01-08T20:35:38.048780] [INFO ] [main ] Fetching symbol history for REYN... [2026-01-08T20:35:38.048822] [DEBUG] [REMOTE ] REYN: Fetching historical data. [2026-01-08T20:35:38.050649] [INFO ] [main ] Progress: 130/392 forecasts completed (33.2%). AIPI finished in 0.6s. ETA: 45.1s. Rate: 348.78 forecasts/min [2026-01-08T20:35:38.060033] [DEBUG] [REMOTE ] REYN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:38.060894] [DEBUG] [LOCAL ] Loaded configuration for REYN: 5 features, N/A% accuracy [2026-01-08T20:35:38.060944] [INFO ] [LOCAL ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config [2026-01-08T20:35:38.060975] [DEBUG] [MAG ] Building data for symbol: REYN with lookback: 0 [2026-01-08T20:35:38.061736] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:38.061795] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:38.066515] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:38.068303] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:38.069150] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:38.069536] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:38.072125] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:38.078799] [INFO ] [LOCAL ] COLL: Saved forecast. [2026-01-08T20:35:38.078865] [INFO ] [main ] COLL: Signal=1 (Conf=90.0%), Magnitude=2.94% (Conf=57.4254%) [2026-01-08T20:35:38.079239] [INFO ] [main ] Fetching symbol history for PD... [2026-01-08T20:35:38.079290] [DEBUG] [REMOTE ] PD: Fetching historical data. [2026-01-08T20:35:38.079628] [INFO ] [main ] Progress: 131/392 forecasts completed (33.4%). COLL finished in 0.6s. ETA: 44.6s. Rate: 351.00 forecasts/min [2026-01-08T20:35:38.091343] [DEBUG] [REMOTE ] PD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:38.092170] [DEBUG] [LOCAL ] Loaded configuration for PD: 4 features, N/A% accuracy [2026-01-08T20:35:38.092227] [INFO ] [LOCAL ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config [2026-01-08T20:35:38.092259] [DEBUG] [MAG ] Building data for symbol: PD with lookback: 0 [2026-01-08T20:35:38.093053] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:38.093114] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:38.097795] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:38.098625] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:38.099843] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:38.100453] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:38.182767] [DEBUG] [MAG ] OHI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:38.237101] [DEBUG] [MAG ] BNS: Last date is validated at 2026-01-08 [2026-01-08T20:35:38.260010] [INFO ] [LOCAL ] OHI: Saved forecast. [2026-01-08T20:35:38.260076] [INFO ] [main ] OHI: Signal=1 (Conf=90.0%), Magnitude=-2.04% (Conf=57.6911%) [2026-01-08T20:35:38.260430] [INFO ] [main ] Progress: 132/392 forecasts completed (33.7%). OHI finished in 0.7s. ETA: 44.5s. Rate: 350.85 forecasts/min [2026-01-08T20:35:38.260554] [INFO ] [main ] Fetching symbol history for JHX... [2026-01-08T20:35:38.260615] [DEBUG] [REMOTE ] JHX: Fetching historical data. [2026-01-08T20:35:38.272693] [DEBUG] [REMOTE ] JHX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:38.275362] [DEBUG] [LOCAL ] Loaded configuration for JHX: 2 features, N/A% accuracy [2026-01-08T20:35:38.275420] [INFO ] [LOCAL ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config [2026-01-08T20:35:38.275450] [DEBUG] [MAG ] Building data for symbol: JHX with lookback: 0 [2026-01-08T20:35:38.276230] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:38.276288] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:38.277162] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:38.278155] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:38.409510] [DEBUG] [MAG ] BNS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:38.417458] [DEBUG] [MAG ] REYN: Last date is validated at 2026-01-08 [2026-01-08T20:35:38.436458] [DEBUG] [MAG ] PD: Last date is validated at 2026-01-08 [2026-01-08T20:35:38.487088] [INFO ] [LOCAL ] BNS: Saved forecast. [2026-01-08T20:35:38.487158] [INFO ] [main ] BNS: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=61.9645%) [2026-01-08T20:35:38.487510] [INFO ] [main ] Fetching symbol history for PNQI... [2026-01-08T20:35:38.487561] [DEBUG] [REMOTE ] PNQI: Fetching historical data. [2026-01-08T20:35:38.487666] [INFO ] [main ] Progress: 133/392 forecasts completed (33.9%). BNS finished in 0.6s. ETA: 44.4s. Rate: 349.99 forecasts/min [2026-01-08T20:35:38.498785] [DEBUG] [REMOTE ] PNQI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:38.499659] [DEBUG] [LOCAL ] Loaded configuration for PNQI: 5 features, N/A% accuracy [2026-01-08T20:35:38.499717] [INFO ] [LOCAL ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config [2026-01-08T20:35:38.499748] [DEBUG] [MAG ] Building data for symbol: PNQI with lookback: 0 [2026-01-08T20:35:38.500530] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:38.500611] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:38.505293] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:38.506107] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:35:38.509911] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:38.511043] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-08T20:35:38.512156] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:38.600161] [DEBUG] [MAG ] REYN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:38.605932] [DEBUG] [MAG ] PD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:38.619041] [DEBUG] [MAG ] JHX: Last date is validated at 2026-01-08 [2026-01-08T20:35:38.670774] [INFO ] [LOCAL ] REYN: Saved forecast. [2026-01-08T20:35:38.670842] [INFO ] [main ] REYN: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=56.029%) [2026-01-08T20:35:38.671266] [INFO ] [main ] Fetching symbol history for COP... [2026-01-08T20:35:38.671318] [DEBUG] [REMOTE ] COP: Fetching historical data. [2026-01-08T20:35:38.671650] [INFO ] [main ] Progress: 134/392 forecasts completed (34.2%). REYN finished in 0.6s. ETA: 44.3s. Rate: 349.80 forecasts/min [2026-01-08T20:35:38.682141] [INFO ] [LOCAL ] PD: Saved forecast. [2026-01-08T20:35:38.682211] [INFO ] [main ] PD: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=47.277%) [2026-01-08T20:35:38.682611] [INFO ] [main ] Progress: 135/392 forecasts completed (34.4%). PD finished in 0.6s. ETA: 43.8s. Rate: 352.24 forecasts/min [2026-01-08T20:35:38.682746] [INFO ] [main ] Fetching symbol history for BEPI... [2026-01-08T20:35:38.682789] [DEBUG] [REMOTE ] BEPI: Fetching historical data. [2026-01-08T20:35:38.682640] [DEBUG] [REMOTE ] COP: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:38.683958] [DEBUG] [LOCAL ] Loaded configuration for COP: 5 features, N/A% accuracy [2026-01-08T20:35:38.684020] [INFO ] [LOCAL ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config [2026-01-08T20:35:38.684055] [DEBUG] [MAG ] Building data for symbol: COP with lookback: 0 [2026-01-08T20:35:38.684975] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:38.685038] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:38.690065] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:38.691893] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:38.692388] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:38.692861] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:38.693766] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:38.693999] [DEBUG] [REMOTE ] BEPI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:38.694940] [DEBUG] [LOCAL ] Loaded configuration for BEPI: 6 features, N/A% accuracy [2026-01-08T20:35:38.694991] [INFO ] [LOCAL ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config [2026-01-08T20:35:38.695021] [DEBUG] [MAG ] Building data for symbol: BEPI with lookback: 0 [2026-01-08T20:35:38.695829] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:38.695899] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:38.769470] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:38.770668] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:38.773492] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:38.775808] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:35:38.779623] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:35:38.780341] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:38.784756] [DEBUG] [MAG ] JHX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:38.879647] [DEBUG] [MAG ] PNQI: Last date is validated at 2026-01-08 [2026-01-08T20:35:38.880038] [INFO ] [LOCAL ] JHX: Saved forecast. [2026-01-08T20:35:38.880130] [INFO ] [main ] JHX: Signal=1 (Conf=90.0%), Magnitude=2.90% (Conf=49.3991%) [2026-01-08T20:35:38.880603] [INFO ] [main ] Fetching symbol history for SF... [2026-01-08T20:35:38.880673] [DEBUG] [REMOTE ] SF: Fetching historical data. [2026-01-08T20:35:38.880660] [INFO ] [main ] Progress: 136/392 forecasts completed (34.7%). JHX finished in 0.6s. ETA: 43.7s. Rate: 351.82 forecasts/min [2026-01-08T20:35:38.892916] [DEBUG] [REMOTE ] SF: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:38.893856] [DEBUG] [LOCAL ] Loaded configuration for SF: 9 features, N/A% accuracy [2026-01-08T20:35:38.893913] [INFO ] [LOCAL ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config [2026-01-08T20:35:38.893946] [DEBUG] [MAG ] Building data for symbol: SF with lookback: 0 [2026-01-08T20:35:38.894777] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:38.894845] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:38.899754] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:38.955677] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:38.958475] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:38.959016] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:38.960104] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:38.961788] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:38.962854] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:38.963539] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-08T20:35:38.966368] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:39.050631] [DEBUG] [MAG ] PNQI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:39.069428] [DEBUG] [MAG ] COP: Last date is validated at 2026-01-08 [2026-01-08T20:35:39.121772] [DEBUG] [MAG ] BEPI: Last date is validated at 2026-01-08 [2026-01-08T20:35:39.130124] [INFO ] [LOCAL ] PNQI: Saved forecast. [2026-01-08T20:35:39.130192] [INFO ] [main ] PNQI: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=51.2772%) [2026-01-08T20:35:39.130348] [INFO ] [main ] Fetching symbol history for HNRG... [2026-01-08T20:35:39.130391] [DEBUG] [REMOTE ] HNRG: Fetching historical data. [2026-01-08T20:35:39.131664] [INFO ] [main ] Progress: 137/392 forecasts completed (34.9%). PNQI finished in 0.6s. ETA: 43.6s. Rate: 350.61 forecasts/min [2026-01-08T20:35:39.141012] [DEBUG] [REMOTE ] HNRG: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:39.142078] [DEBUG] [LOCAL ] Loaded configuration for HNRG: 10 features, N/A% accuracy [2026-01-08T20:35:39.142130] [INFO ] [LOCAL ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config [2026-01-08T20:35:39.142178] [DEBUG] [MAG ] Building data for symbol: HNRG with lookback: 0 [2026-01-08T20:35:39.143011] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-08T20:35:39.143074] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:39.147740] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:39.149492] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:39.149985] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:39.150417] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:39.154496] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:39.156052] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:39.157219] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-08T20:35:39.158703] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:35:39.159475] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-08T20:35:39.160663] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:39.236694] [DEBUG] [MAG ] COP: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:39.290484] [DEBUG] [MAG ] BEPI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:39.308642] [DEBUG] [MAG ] SF: Last date is validated at 2026-01-08 [2026-01-08T20:35:39.348864] [INFO ] [LOCAL ] COP: Saved forecast. [2026-01-08T20:35:39.348932] [INFO ] [main ] COP: Signal=1 (Conf=90.0%), Magnitude=4.38% (Conf=63.2958%) [2026-01-08T20:35:39.349272] [INFO ] [main ] Fetching symbol history for VMD... [2026-01-08T20:35:39.349324] [DEBUG] [REMOTE ] VMD: Fetching historical data. [2026-01-08T20:35:39.349655] [INFO ] [main ] Progress: 138/392 forecasts completed (35.2%). COP finished in 0.7s. ETA: 43.6s. Rate: 349.91 forecasts/min [2026-01-08T20:35:39.350680] [INFO ] [LOCAL ] BEPI: Saved forecast. [2026-01-08T20:35:39.350734] [INFO ] [main ] BEPI: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=69.7114%) [2026-01-08T20:35:39.350889] [INFO ] [main ] Fetching symbol history for AFCG... [2026-01-08T20:35:39.351103] [DEBUG] [REMOTE ] AFCG: Fetching historical data. [2026-01-08T20:35:39.351682] [INFO ] [main ] Progress: 139/392 forecasts completed (35.5%). BEPI finished in 0.7s. ETA: 43.1s. Rate: 352.42 forecasts/min [2026-01-08T20:35:39.360887] [DEBUG] [REMOTE ] VMD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:39.362409] [DEBUG] [LOCAL ] Loaded configuration for VMD: 13 features, N/A% accuracy [2026-01-08T20:35:39.362462] [INFO ] [LOCAL ] VMD: Loaded 13 optimal features with 66.03% confidence from JSON config [2026-01-08T20:35:39.362494] [DEBUG] [MAG ] Building data for symbol: VMD with lookback: 0 [2026-01-08T20:35:39.363382] [DEBUG] [FEATURES ] DataBuilder: Executing 13 feature methods. [2026-01-08T20:35:39.363458] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:39.363443] [DEBUG] [REMOTE ] AFCG: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:39.364136] [DEBUG] [LOCAL ] Loaded configuration for AFCG: 8 features, N/A% accuracy [2026-01-08T20:35:39.364188] [INFO ] [LOCAL ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config [2026-01-08T20:35:39.364219] [DEBUG] [MAG ] Building data for symbol: AFCG with lookback: 0 [2026-01-08T20:35:39.364999] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:39.365060] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:39.368622] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:39.369813] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:39.370382] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:39.370905] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:39.371303] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:39.371615] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:39.372084] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:39.372466] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:39.373317] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:39.375716] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:39.447918] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:39.448825] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:39.451601] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:39.452265] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:39.452766] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:39.453807] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:39.455452] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:39.456516] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:39.457220] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:39.476361] [DEBUG] [MAG ] SF: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:39.483307] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:35:39.484203] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:39.500741] [DEBUG] [MAG ] HNRG: Last date is validated at 2026-01-08 [2026-01-08T20:35:39.590190] [INFO ] [LOCAL ] SF: Saved forecast. [2026-01-08T20:35:39.590265] [INFO ] [main ] SF: Signal=1 (Conf=90.0%), Magnitude=-1.99% (Conf=56.2098%) [2026-01-08T20:35:39.590611] [INFO ] [main ] Fetching symbol history for UDMY... [2026-01-08T20:35:39.590666] [DEBUG] [REMOTE ] UDMY: Fetching historical data. [2026-01-08T20:35:39.590651] [INFO ] [main ] Progress: 140/392 forecasts completed (35.7%). SF finished in 0.7s. ETA: 43.0s. Rate: 351.41 forecasts/min [2026-01-08T20:35:39.602173] [DEBUG] [REMOTE ] UDMY: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:39.603430] [DEBUG] [LOCAL ] Loaded configuration for UDMY: 3 features, N/A% accuracy [2026-01-08T20:35:39.603487] [INFO ] [LOCAL ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config [2026-01-08T20:35:39.603518] [DEBUG] [MAG ] Building data for symbol: UDMY with lookback: 0 [2026-01-08T20:35:39.604294] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:39.604353] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:39.609943] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:39.610889] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:39.612494] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:39.671188] [DEBUG] [MAG ] HNRG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:39.810819] [DEBUG] [MAG ] VMD: Last date is validated at 2026-01-08 [2026-01-08T20:35:39.828153] [DEBUG] [MAG ] AFCG: Last date is validated at 2026-01-08 [2026-01-08T20:35:39.848901] [INFO ] [LOCAL ] HNRG: Saved forecast. [2026-01-08T20:35:39.848971] [INFO ] [main ] HNRG: Signal=1 (Conf=90.0%), Magnitude=3.63% (Conf=51.9627%) [2026-01-08T20:35:39.849142] [INFO ] [main ] Fetching symbol history for MTRX... [2026-01-08T20:35:39.849189] [DEBUG] [REMOTE ] MTRX: Fetching historical data. [2026-01-08T20:35:39.850656] [INFO ] [main ] Progress: 141/392 forecasts completed (36.0%). HNRG finished in 0.7s. ETA: 43.0s. Rate: 350.11 forecasts/min [2026-01-08T20:35:39.861815] [DEBUG] [REMOTE ] MTRX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:39.862720] [DEBUG] [LOCAL ] Loaded configuration for MTRX: 5 features, N/A% accuracy [2026-01-08T20:35:39.862774] [INFO ] [LOCAL ] MTRX: Loaded 5 optimal features with 55.50% confidence from JSON config [2026-01-08T20:35:39.862806] [DEBUG] [MAG ] Building data for symbol: MTRX with lookback: 0 [2026-01-08T20:35:39.863607] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:39.863669] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:39.868784] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:39.871195] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:39.871900] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:39.872464] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:39.874476] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:39.955057] [DEBUG] [MAG ] UDMY: Last date is validated at 2026-01-08 [2026-01-08T20:35:39.995777] [DEBUG] [MAG ] AFCG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:40.001105] [DEBUG] [MAG ] VMD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:40.060486] [INFO ] [LOCAL ] AFCG: Saved forecast. [2026-01-08T20:35:40.060551] [INFO ] [main ] AFCG: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=65.1725%) [2026-01-08T20:35:40.060896] [INFO ] [main ] Fetching symbol history for AMN... [2026-01-08T20:35:40.060944] [DEBUG] [REMOTE ] AMN: Fetching historical data. [2026-01-08T20:35:40.060938] [INFO ] [main ] Progress: 142/392 forecasts completed (36.2%). AFCG finished in 0.7s. ETA: 42.9s. Rate: 349.55 forecasts/min [2026-01-08T20:35:40.072119] [DEBUG] [REMOTE ] AMN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:40.072946] [INFO ] [LOCAL ] VMD: Saved forecast. [2026-01-08T20:35:40.073013] [INFO ] [main ] VMD: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=66.0284%) [2026-01-08T20:35:40.073178] [INFO ] [main ] Fetching symbol history for SSRM... [2026-01-08T20:35:40.073224] [DEBUG] [REMOTE ] SSRM: Fetching historical data. [2026-01-08T20:35:40.073387] [DEBUG] [LOCAL ] Loaded configuration for AMN: 4 features, N/A% accuracy [2026-01-08T20:35:40.073456] [INFO ] [LOCAL ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config [2026-01-08T20:35:40.073440] [INFO ] [main ] Progress: 143/392 forecasts completed (36.5%). VMD finished in 0.7s. ETA: 42.5s. Rate: 351.83 forecasts/min [2026-01-08T20:35:40.073634] [DEBUG] [MAG ] Building data for symbol: AMN with lookback: 0 [2026-01-08T20:35:40.074389] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:40.074449] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:40.075164] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:40.084717] [DEBUG] [REMOTE ] SSRM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:40.085437] [DEBUG] [LOCAL ] Loaded configuration for SSRM: 5 features, N/A% accuracy [2026-01-08T20:35:40.085489] [INFO ] [LOCAL ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config [2026-01-08T20:35:40.085521] [DEBUG] [MAG ] Building data for symbol: SSRM with lookback: 0 [2026-01-08T20:35:40.086319] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:40.086382] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:40.088131] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:40.088700] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:40.089153] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:40.089594] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:40.092077] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:40.127479] [DEBUG] [MAG ] UDMY: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:40.151554] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:40.153822] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:40.155188] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:40.197744] [INFO ] [LOCAL ] UDMY: Saved forecast. [2026-01-08T20:35:40.197822] [INFO ] [main ] UDMY: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=38.3415%) [2026-01-08T20:35:40.197984] [INFO ] [main ] Fetching symbol history for CIB... [2026-01-08T20:35:40.198030] [DEBUG] [REMOTE ] CIB: Fetching historical data. [2026-01-08T20:35:40.199662] [INFO ] [main ] Progress: 144/392 forecasts completed (36.7%). UDMY finished in 0.6s. ETA: 42.2s. Rate: 352.47 forecasts/min [2026-01-08T20:35:40.209957] [DEBUG] [REMOTE ] CIB: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:40.210884] [DEBUG] [LOCAL ] Loaded configuration for CIB: 2 features, N/A% accuracy [2026-01-08T20:35:40.210941] [INFO ] [LOCAL ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config [2026-01-08T20:35:40.210973] [DEBUG] [MAG ] Building data for symbol: CIB with lookback: 0 [2026-01-08T20:35:40.211769] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:40.211827] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:40.213779] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:40.215358] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:40.219858] [DEBUG] [MAG ] MTRX: Last date is validated at 2026-01-08 [2026-01-08T20:35:40.386115] [DEBUG] [MAG ] MTRX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:40.443023] [DEBUG] [MAG ] SSRM: Last date is validated at 2026-01-08 [2026-01-08T20:35:40.457174] [INFO ] [LOCAL ] MTRX: Saved forecast. [2026-01-08T20:35:40.457242] [INFO ] [main ] MTRX: Signal=1 (Conf=90.0%), Magnitude=5.86% (Conf=55.5046%) [2026-01-08T20:35:40.457396] [INFO ] [main ] Fetching symbol history for VONE... [2026-01-08T20:35:40.457439] [DEBUG] [REMOTE ] VONE: Fetching historical data. [2026-01-08T20:35:40.458651] [INFO ] [main ] Progress: 145/392 forecasts completed (37.0%). MTRX finished in 0.6s. ETA: 42.2s. Rate: 351.20 forecasts/min [2026-01-08T20:35:40.467832] [DEBUG] [REMOTE ] VONE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:40.468687] [DEBUG] [LOCAL ] Loaded configuration for VONE: 5 features, N/A% accuracy [2026-01-08T20:35:40.468739] [INFO ] [LOCAL ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config [2026-01-08T20:35:40.468770] [DEBUG] [MAG ] Building data for symbol: VONE with lookback: 0 [2026-01-08T20:35:40.469542] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:40.469621] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:40.471260] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:40.472227] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:40.472646] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:40.496002] [DEBUG] [MAG ] AMN: Last date is validated at 2026-01-08 [2026-01-08T20:35:40.548987] [DEBUG] [MAG ] CIB: Last date is validated at 2026-01-08 [2026-01-08T20:35:40.549676] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:40.551669] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:40.617473] [DEBUG] [MAG ] SSRM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:40.664454] [DEBUG] [MAG ] AMN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:40.695352] [INFO ] [LOCAL ] SSRM: Saved forecast. [2026-01-08T20:35:40.695419] [INFO ] [main ] SSRM: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=50.2712%) [2026-01-08T20:35:40.695597] [INFO ] [main ] Fetching symbol history for NDAQ... [2026-01-08T20:35:40.695644] [DEBUG] [REMOTE ] NDAQ: Fetching historical data. [2026-01-08T20:35:40.696317] [INFO ] [main ] Progress: 146/392 forecasts completed (37.2%). SSRM finished in 0.6s. ETA: 42.1s. Rate: 350.27 forecasts/min [2026-01-08T20:35:40.706613] [DEBUG] [REMOTE ] NDAQ: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:40.707433] [DEBUG] [LOCAL ] Loaded configuration for NDAQ: 3 features, N/A% accuracy [2026-01-08T20:35:40.707484] [INFO ] [LOCAL ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config [2026-01-08T20:35:40.707515] [DEBUG] [MAG ] Building data for symbol: NDAQ with lookback: 0 [2026-01-08T20:35:40.708274] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:40.708355] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:40.709285] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:40.710438] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:35:40.711873] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:40.715798] [DEBUG] [MAG ] CIB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:40.764052] [INFO ] [LOCAL ] AMN: Saved forecast. [2026-01-08T20:35:40.764120] [INFO ] [main ] AMN: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=46.496%) [2026-01-08T20:35:40.764665] [INFO ] [main ] Progress: 147/392 forecasts completed (37.5%). AMN finished in 0.7s. ETA: 41.8s. Rate: 351.70 forecasts/min [2026-01-08T20:35:40.764450] [INFO ] [main ] Fetching symbol history for CFFN... [2026-01-08T20:35:40.764840] [DEBUG] [REMOTE ] CFFN: Fetching historical data. [2026-01-08T20:35:40.775987] [DEBUG] [REMOTE ] CFFN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:40.776996] [DEBUG] [LOCAL ] Loaded configuration for CFFN: 6 features, N/A% accuracy [2026-01-08T20:35:40.777048] [INFO ] [LOCAL ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config [2026-01-08T20:35:40.777078] [DEBUG] [MAG ] Building data for symbol: CFFN with lookback: 0 [2026-01-08T20:35:40.777852] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:40.777914] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:40.782607] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:40.784349] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:40.784845] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:40.785559] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:40.786354] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:40.787540] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:40.803612] [INFO ] [LOCAL ] CIB: Saved forecast. [2026-01-08T20:35:40.803678] [INFO ] [main ] CIB: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=46.2185%) [2026-01-08T20:35:40.804016] [INFO ] [main ] Fetching symbol history for SOXX... [2026-01-08T20:35:40.804067] [DEBUG] [REMOTE ] SOXX: Fetching historical data. [2026-01-08T20:35:40.805654] [INFO ] [main ] Progress: 148/392 forecasts completed (37.8%). CIB finished in 0.6s. ETA: 41.4s. Rate: 353.52 forecasts/min [2026-01-08T20:35:40.815296] [DEBUG] [REMOTE ] SOXX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:40.816288] [DEBUG] [LOCAL ] Loaded configuration for SOXX: 4 features, N/A% accuracy [2026-01-08T20:35:40.816348] [INFO ] [LOCAL ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config [2026-01-08T20:35:40.816381] [DEBUG] [MAG ] Building data for symbol: SOXX with lookback: 0 [2026-01-08T20:35:40.817173] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:40.817233] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:40.818082] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:40.820521] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:40.858771] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:40.860783] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:40.906152] [DEBUG] [MAG ] VONE: Last date is validated at 2026-01-08 [2026-01-08T20:35:41.066683] [DEBUG] [MAG ] NDAQ: Last date is validated at 2026-01-08 [2026-01-08T20:35:41.077601] [DEBUG] [MAG ] VONE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:41.128619] [DEBUG] [MAG ] CFFN: Last date is validated at 2026-01-08 [2026-01-08T20:35:41.193670] [INFO ] [LOCAL ] VONE: Saved forecast. [2026-01-08T20:35:41.193737] [INFO ] [main ] VONE: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=50.3961%) [2026-01-08T20:35:41.193895] [INFO ] [main ] Fetching symbol history for PSX... [2026-01-08T20:35:41.193939] [DEBUG] [REMOTE ] PSX: Fetching historical data. [2026-01-08T20:35:41.196687] [INFO ] [main ] Progress: 149/392 forecasts completed (38.0%). VONE finished in 0.7s. ETA: 41.6s. Rate: 350.45 forecasts/min [2026-01-08T20:35:41.200268] [DEBUG] [MAG ] SOXX: Last date is validated at 2026-01-08 [2026-01-08T20:35:41.207064] [DEBUG] [REMOTE ] PSX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:41.207796] [DEBUG] [LOCAL ] Loaded configuration for PSX: 5 features, N/A% accuracy [2026-01-08T20:35:41.207848] [INFO ] [LOCAL ] PSX: Loaded 5 optimal features with 59.94% confidence from JSON config [2026-01-08T20:35:41.207879] [DEBUG] [MAG ] Building data for symbol: PSX with lookback: 0 [2026-01-08T20:35:41.208691] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:41.208752] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:41.210406] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:41.210932] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:41.211705] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:41.213951] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:41.249495] [DEBUG] [MAG ] NDAQ: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:41.288634] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:41.297476] [DEBUG] [MAG ] CFFN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:41.356378] [INFO ] [LOCAL ] CFFN: Saved forecast. [2026-01-08T20:35:41.356444] [INFO ] [main ] CFFN: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=50.5708%) [2026-01-08T20:35:41.356796] [INFO ] [main ] Fetching symbol history for TSLX... [2026-01-08T20:35:41.356847] [DEBUG] [REMOTE ] TSLX: Fetching historical data. [2026-01-08T20:35:41.356865] [INFO ] [main ] Progress: 150/392 forecasts completed (38.3%). CFFN finished in 0.6s. ETA: 41.4s. Rate: 350.60 forecasts/min [2026-01-08T20:35:41.367025] [DEBUG] [MAG ] SOXX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:41.368426] [DEBUG] [REMOTE ] TSLX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:41.369500] [DEBUG] [LOCAL ] Loaded configuration for TSLX: 7 features, N/A% accuracy [2026-01-08T20:35:41.369553] [INFO ] [LOCAL ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config [2026-01-08T20:35:41.369608] [DEBUG] [MAG ] Building data for symbol: TSLX with lookback: 0 [2026-01-08T20:35:41.370393] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:41.370454] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:41.375164] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:41.376946] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:41.377423] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:41.377834] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:41.425630] [INFO ] [LOCAL ] NDAQ: Saved forecast. [2026-01-08T20:35:41.425699] [INFO ] [main ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=76.025%) [2026-01-08T20:35:41.425853] [INFO ] [main ] Fetching symbol history for BSCQ... [2026-01-08T20:35:41.425896] [DEBUG] [REMOTE ] BSCQ: Fetching historical data. [2026-01-08T20:35:41.427181] [INFO ] [main ] Progress: 151/392 forecasts completed (38.5%). NDAQ finished in 0.7s. ETA: 41.1s. Rate: 351.98 forecasts/min [2026-01-08T20:35:41.428824] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:41.429842] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:41.437168] [DEBUG] [REMOTE ] BSCQ: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:41.438179] [DEBUG] [LOCAL ] Loaded configuration for BSCQ: 53 features, N/A% accuracy [2026-01-08T20:35:41.438229] [INFO ] [LOCAL ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config [2026-01-08T20:35:41.438260] [DEBUG] [MAG ] Building data for symbol: BSCQ with lookback: 0 [2026-01-08T20:35:41.439045] [DEBUG] [FEATURES ] DataBuilder: Executing 53 feature methods. [2026-01-08T20:35:41.439142] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:41.444237] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:41.446002] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:41.446697] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:41.447130] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:41.447765] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:41.448540] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:41.449341] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:41.451699] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:41.500953] [INFO ] [LOCAL ] SOXX: Saved forecast. [2026-01-08T20:35:41.501021] [INFO ] [main ] SOXX: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=56.9366%) [2026-01-08T20:35:41.501344] [INFO ] [main ] Fetching symbol history for HMC... [2026-01-08T20:35:41.501394] [DEBUG] [REMOTE ] HMC: Fetching historical data. [2026-01-08T20:35:41.501673] [INFO ] [main ] Progress: 152/392 forecasts completed (38.8%). SOXX finished in 0.7s. ETA: 40.8s. Rate: 353.28 forecasts/min [2026-01-08T20:35:41.505619] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:41.512454] [DEBUG] [REMOTE ] HMC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:41.513519] [DEBUG] [LOCAL ] Loaded configuration for HMC: 4 features, N/A% accuracy [2026-01-08T20:35:41.513599] [INFO ] [LOCAL ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config [2026-01-08T20:35:41.513634] [DEBUG] [MAG ] Building data for symbol: HMC with lookback: 0 [2026-01-08T20:35:41.514412] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:41.514474] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:41.516867] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:41.519691] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:41.521050] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:41.522078] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:41.566698] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:41.568845] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:41.618191] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:41.619540] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:41.629037] [DEBUG] [MAG ] PSX: Last date is validated at 2026-01-08 [2026-01-08T20:35:41.662946] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:41.664072] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:41.665391] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:41.744178] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:41.745205] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:41.747264] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:41.750272] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:41.751434] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:41.753547] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:41.754357] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:41.758899] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:41.760188] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:41.761558] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:41.763198] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:41.766317] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:41.767054] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:35:41.767831] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:41.769909] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:41.771032] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:35:41.771862] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:35:41.772732] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_open [2026-01-08T20:35:41.773515] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:35:41.776665] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:41.778550] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:41.781433] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-08T20:35:41.784080] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:35:41.788416] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:41.795876] [DEBUG] [MAG ] PSX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:41.806950] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:41.808308] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:41.810153] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:41.810933] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:41.812970] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-08T20:35:41.814759] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:35:41.815682] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:41.816892] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-08T20:35:41.818145] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:41.820307] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:35:41.822054] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-08T20:35:41.825873] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-08T20:35:41.829393] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-08T20:35:41.835795] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:41.846122] [DEBUG] [MAG ] TSLX: Last date is validated at 2026-01-08 [2026-01-08T20:35:41.859692] [DEBUG] [MAG ] HMC: Last date is validated at 2026-01-08 [2026-01-08T20:35:41.920223] [INFO ] [LOCAL ] PSX: Saved forecast. [2026-01-08T20:35:41.920290] [INFO ] [main ] PSX: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=59.9376%) [2026-01-08T20:35:41.920447] [INFO ] [main ] Fetching symbol history for FDUS... [2026-01-08T20:35:41.920492] [DEBUG] [REMOTE ] FDUS: Fetching historical data. [2026-01-08T20:35:41.922672] [INFO ] [main ] Progress: 153/392 forecasts completed (39.0%). PSX finished in 0.7s. ETA: 41.0s. Rate: 349.90 forecasts/min [2026-01-08T20:35:41.931591] [DEBUG] [REMOTE ] FDUS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:41.932639] [DEBUG] [LOCAL ] Loaded configuration for FDUS: 3 features, N/A% accuracy [2026-01-08T20:35:41.932692] [INFO ] [LOCAL ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config [2026-01-08T20:35:41.932723] [DEBUG] [MAG ] Building data for symbol: FDUS with lookback: 0 [2026-01-08T20:35:41.933541] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:41.933625] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:41.935310] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:41.935842] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:41.937097] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:42.018566] [DEBUG] [MAG ] TSLX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:42.029284] [DEBUG] [MAG ] HMC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:42.086018] [INFO ] [LOCAL ] TSLX: Saved forecast. [2026-01-08T20:35:42.086086] [INFO ] [main ] TSLX: Signal=1 (Conf=90.0%), Magnitude=2.67% (Conf=48.3251%) [2026-01-08T20:35:42.086422] [INFO ] [main ] Fetching symbol history for ASH... [2026-01-08T20:35:42.086471] [DEBUG] [REMOTE ] ASH: Fetching historical data. [2026-01-08T20:35:42.086661] [INFO ] [main ] Progress: 154/392 forecasts completed (39.3%). TSLX finished in 0.7s. ETA: 40.8s. Rate: 350.00 forecasts/min [2026-01-08T20:35:42.098501] [DEBUG] [REMOTE ] ASH: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:42.099676] [DEBUG] [LOCAL ] Loaded configuration for ASH: 1 features, N/A% accuracy [2026-01-08T20:35:42.099729] [INFO ] [LOCAL ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config [2026-01-08T20:35:42.099760] [DEBUG] [MAG ] Building data for symbol: ASH with lookback: 0 [2026-01-08T20:35:42.100510] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:42.100566] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-08T20:35:42.102619] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:42.110032] [INFO ] [LOCAL ] HMC: Saved forecast. [2026-01-08T20:35:42.110098] [INFO ] [main ] HMC: Signal=1 (Conf=90.0%), Magnitude=2.37% (Conf=56.8453%) [2026-01-08T20:35:42.110467] [INFO ] [main ] Fetching symbol history for LEA... [2026-01-08T20:35:42.110519] [DEBUG] [REMOTE ] LEA: Fetching historical data. [2026-01-08T20:35:42.110642] [INFO ] [main ] Progress: 155/392 forecasts completed (39.5%). HMC finished in 0.6s. ETA: 40.4s. Rate: 351.95 forecasts/min [2026-01-08T20:35:42.121831] [DEBUG] [REMOTE ] LEA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:42.123019] [DEBUG] [LOCAL ] Loaded configuration for LEA: 5 features, N/A% accuracy [2026-01-08T20:35:42.123400] [INFO ] [LOCAL ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config [2026-01-08T20:35:42.123435] [DEBUG] [MAG ] Building data for symbol: LEA with lookback: 0 [2026-01-08T20:35:42.124262] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:42.124323] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:42.125301] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:42.126667] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:42.129519] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:35:42.130247] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:42.131777] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:42.197569] [DEBUG] [MAG ] BSCQ: Last date is validated at 2026-01-08 [2026-01-08T20:35:42.282560] [DEBUG] [MAG ] FDUS: Last date is validated at 2026-01-08 [2026-01-08T20:35:42.375905] [DEBUG] [MAG ] BSCQ: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:42.444427] [DEBUG] [MAG ] ASH: Last date is validated at 2026-01-08 [2026-01-08T20:35:42.452899] [DEBUG] [MAG ] FDUS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:42.468783] [DEBUG] [MAG ] LEA: Last date is validated at 2026-01-08 [2026-01-08T20:35:42.515045] [INFO ] [LOCAL ] FDUS: Saved forecast. [2026-01-08T20:35:42.515112] [INFO ] [main ] FDUS: Signal=1 (Conf=90.0%), Magnitude=2.35% (Conf=56.3299%) [2026-01-08T20:35:42.515477] [INFO ] [main ] Fetching symbol history for EXP... [2026-01-08T20:35:42.515528] [DEBUG] [REMOTE ] EXP: Fetching historical data. [2026-01-08T20:35:42.515677] [INFO ] [main ] Progress: 156/392 forecasts completed (39.8%). FDUS finished in 0.6s. ETA: 40.6s. Rate: 348.88 forecasts/min [2026-01-08T20:35:42.526225] [DEBUG] [REMOTE ] EXP: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:42.527148] [DEBUG] [LOCAL ] Loaded configuration for EXP: 0 features, N/A% accuracy [2026-01-08T20:35:42.527199] [INFO ] [LOCAL ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config [2026-01-08T20:35:42.527230] [DEBUG] [MAG ] Building data for symbol: EXP with lookback: 0 [2026-01-08T20:35:42.528029] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-08T20:35:42.612549] [DEBUG] [MAG ] ASH: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:42.638378] [DEBUG] [MAG ] LEA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:42.647860] [INFO ] [LOCAL ] BSCQ: Saved forecast. [2026-01-08T20:35:42.647931] [INFO ] [main ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%) [2026-01-08T20:35:42.648087] [INFO ] [main ] Fetching symbol history for SHEL... [2026-01-08T20:35:42.648129] [DEBUG] [REMOTE ] SHEL: Fetching historical data. [2026-01-08T20:35:42.648923] [INFO ] [main ] Progress: 157/392 forecasts completed (40.1%). BSCQ finished in 1.2s. ETA: 40.4s. Rate: 349.38 forecasts/min [2026-01-08T20:35:42.658965] [DEBUG] [REMOTE ] SHEL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:42.660025] [DEBUG] [LOCAL ] Loaded configuration for SHEL: 4 features, N/A% accuracy [2026-01-08T20:35:42.660076] [INFO ] [LOCAL ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config [2026-01-08T20:35:42.660107] [DEBUG] [MAG ] Building data for symbol: SHEL with lookback: 0 [2026-01-08T20:35:42.660884] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:42.660952] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:42.665605] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:42.668428] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:42.709320] [INFO ] [LOCAL ] ASH: Saved forecast. [2026-01-08T20:35:42.709386] [INFO ] [main ] ASH: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=39.9818%) [2026-01-08T20:35:42.709740] [INFO ] [main ] Fetching symbol history for MGNI... [2026-01-08T20:35:42.709790] [DEBUG] [REMOTE ] MGNI: Fetching historical data. [2026-01-08T20:35:42.710659] [INFO ] [main ] Progress: 158/392 forecasts completed (40.3%). ASH finished in 0.6s. ETA: 40.0s. Rate: 350.80 forecasts/min [2026-01-08T20:35:42.721331] [DEBUG] [REMOTE ] MGNI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:42.722510] [DEBUG] [LOCAL ] Loaded configuration for MGNI: 2 features, N/A% accuracy [2026-01-08T20:35:42.722562] [INFO ] [LOCAL ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config [2026-01-08T20:35:42.722619] [DEBUG] [MAG ] Building data for symbol: MGNI with lookback: 0 [2026-01-08T20:35:42.723380] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:42.723438] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:42.728141] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:42.729091] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:42.745322] [INFO ] [LOCAL ] LEA: Saved forecast. [2026-01-08T20:35:42.745398] [INFO ] [main ] LEA: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=37.2419%) [2026-01-08T20:35:42.745771] [INFO ] [main ] Fetching symbol history for FTSM... [2026-01-08T20:35:42.745824] [DEBUG] [REMOTE ] FTSM: Fetching historical data. [2026-01-08T20:35:42.745922] [INFO ] [main ] Progress: 159/392 forecasts completed (40.6%). LEA finished in 0.6s. ETA: 39.7s. Rate: 352.56 forecasts/min [2026-01-08T20:35:42.757879] [DEBUG] [REMOTE ] FTSM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:42.758909] [DEBUG] [LOCAL ] Loaded configuration for FTSM: 50 features, N/A% accuracy [2026-01-08T20:35:42.758971] [INFO ] [LOCAL ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config [2026-01-08T20:35:42.759004] [DEBUG] [MAG ] Building data for symbol: FTSM with lookback: 0 [2026-01-08T20:35:42.759847] [DEBUG] [FEATURES ] DataBuilder: Executing 50 feature methods. [2026-01-08T20:35:42.759945] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:42.764999] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:42.766831] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:42.767319] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:42.767823] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:42.768231] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:42.769078] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:42.769944] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:42.772523] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:42.777765] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:42.780389] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:42.882764] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:42.884540] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:42.899052] [DEBUG] [MAG ] EXP: Last date is validated at 2026-01-08 [2026-01-08T20:35:42.921801] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:42.922859] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:42.966821] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:42.967645] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:42.968880] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:43.041390] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:43.042103] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:43.043878] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:43.046484] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:43.047541] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:43.049501] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:43.050234] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:43.054441] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:43.055687] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:43.056967] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:43.058485] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:43.061273] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:43.061927] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:35:43.062620] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:43.064525] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:43.065594] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:35:43.066276] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:35:43.066982] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_open [2026-01-08T20:35:43.067599] [DEBUG] [MAG ] MGNI: Last date is validated at 2026-01-08 [2026-01-08T20:35:43.067670] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:35:43.067780] [DEBUG] [MAG ] EXP: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:43.070354] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:43.071911] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:43.074546] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-08T20:35:43.076711] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:35:43.080429] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:43.097361] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:43.098513] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:43.100153] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:43.100876] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:43.102452] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-08T20:35:43.104018] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:35:43.104941] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:43.106106] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-08T20:35:43.107312] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:43.109400] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:35:43.110933] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:43.119766] [DEBUG] [MAG ] SHEL: Last date is validated at 2026-01-08 [2026-01-08T20:35:43.186021] [INFO ] [LOCAL ] EXP: Saved forecast. [2026-01-08T20:35:43.186088] [INFO ] [main ] EXP: Signal=1 (Conf=90.0%), Magnitude=4.03% (Conf=51.9851%) [2026-01-08T20:35:43.186438] [INFO ] [main ] Fetching symbol history for CM... [2026-01-08T20:35:43.186488] [DEBUG] [REMOTE ] CM: Fetching historical data. [2026-01-08T20:35:43.187658] [INFO ] [main ] Progress: 160/392 forecasts completed (40.8%). EXP finished in 0.7s. ETA: 39.9s. Rate: 349.08 forecasts/min [2026-01-08T20:35:43.196900] [DEBUG] [REMOTE ] CM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:43.197794] [DEBUG] [LOCAL ] Loaded configuration for CM: 5 features, N/A% accuracy [2026-01-08T20:35:43.197847] [INFO ] [LOCAL ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config [2026-01-08T20:35:43.197878] [DEBUG] [MAG ] Building data for symbol: CM with lookback: 0 [2026-01-08T20:35:43.198690] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:43.198750] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:43.200394] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:43.200936] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:43.201378] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:43.201790] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:43.202529] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:43.234882] [DEBUG] [MAG ] MGNI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:43.290003] [DEBUG] [MAG ] SHEL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:43.312107] [INFO ] [LOCAL ] MGNI: Saved forecast. [2026-01-08T20:35:43.312173] [INFO ] [main ] MGNI: Signal=1 (Conf=90.0%), Magnitude=2.08% (Conf=58.053%) [2026-01-08T20:35:43.312498] [INFO ] [main ] Fetching symbol history for CETX... [2026-01-08T20:35:43.312549] [DEBUG] [REMOTE ] CETX: Fetching historical data. [2026-01-08T20:35:43.314533] [INFO ] [main ] Progress: 161/392 forecasts completed (41.1%). MGNI finished in 0.6s. ETA: 39.6s. Rate: 349.65 forecasts/min [2026-01-08T20:35:43.324136] [DEBUG] [REMOTE ] CETX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:43.325192] [DEBUG] [LOCAL ] Loaded configuration for CETX: 9 features, N/A% accuracy [2026-01-08T20:35:43.325242] [INFO ] [LOCAL ] CETX: Loaded 9 optimal features with 30.17% confidence from JSON config [2026-01-08T20:35:43.325273] [DEBUG] [MAG ] Building data for symbol: CETX with lookback: 0 [2026-01-08T20:35:43.326045] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:43.326107] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:43.327776] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:43.328271] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:43.328875] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:43.376550] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:43.377357] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:43.378678] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:43.379819] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:43.380668] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:43.382856] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:43.388170] [INFO ] [LOCAL ] SHEL: Saved forecast. [2026-01-08T20:35:43.388237] [INFO ] [main ] SHEL: Signal=1 (Conf=90.0%), Magnitude=-3.90% (Conf=58.1507%) [2026-01-08T20:35:43.388609] [INFO ] [main ] Progress: 162/392 forecasts completed (41.3%). SHEL finished in 0.7s. ETA: 39.3s. Rate: 350.88 forecasts/min [2026-01-08T20:35:43.388744] [INFO ] [main ] Fetching symbol history for CIF... [2026-01-08T20:35:43.388787] [DEBUG] [REMOTE ] CIF: Fetching historical data. [2026-01-08T20:35:43.399248] [DEBUG] [REMOTE ] CIF: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:43.400173] [DEBUG] [LOCAL ] Loaded configuration for CIF: 0 features, N/A% accuracy [2026-01-08T20:35:43.400229] [INFO ] [LOCAL ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config [2026-01-08T20:35:43.400261] [DEBUG] [MAG ] Building data for symbol: CIF with lookback: 0 [2026-01-08T20:35:43.401040] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-08T20:35:43.447628] [DEBUG] [MAG ] FTSM: Last date is validated at 2026-01-08 [2026-01-08T20:35:43.615961] [DEBUG] [MAG ] CM: Last date is validated at 2026-01-08 [2026-01-08T20:35:43.629198] [DEBUG] [MAG ] FTSM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:43.728814] [DEBUG] [MAG ] CETX: Last date is validated at 2026-01-08 [2026-01-08T20:35:43.771382] [DEBUG] [MAG ] CIF: Last date is validated at 2026-01-08 [2026-01-08T20:35:43.784345] [DEBUG] [MAG ] CM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:43.865783] [INFO ] [LOCAL ] CM: Saved forecast. [2026-01-08T20:35:43.865865] [INFO ] [main ] CM: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=64.9339%) [2026-01-08T20:35:43.866275] [INFO ] [main ] Fetching symbol history for VC... [2026-01-08T20:35:43.866337] [DEBUG] [REMOTE ] VC: Fetching historical data. [2026-01-08T20:35:43.867652] [INFO ] [main ] Progress: 163/392 forecasts completed (41.6%). CM finished in 0.7s. ETA: 39.6s. Rate: 347.04 forecasts/min [2026-01-08T20:35:43.877334] [DEBUG] [REMOTE ] VC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:43.878666] [DEBUG] [LOCAL ] Loaded configuration for VC: 3 features, N/A% accuracy [2026-01-08T20:35:43.878732] [INFO ] [LOCAL ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config [2026-01-08T20:35:43.878776] [DEBUG] [MAG ] Building data for symbol: VC with lookback: 0 [2026-01-08T20:35:43.879678] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:43.879741] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:43.884770] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:43.896979] [DEBUG] [MAG ] CETX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:43.909783] [INFO ] [LOCAL ] FTSM: Saved forecast. [2026-01-08T20:35:43.909860] [INFO ] [main ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%) [2026-01-08T20:35:43.910226] [INFO ] [main ] Fetching symbol history for PRGO... [2026-01-08T20:35:43.910819] [INFO ] [main ] Progress: 164/392 forecasts completed (41.8%). FTSM finished in 1.2s. ETA: 39.2s. Rate: 348.64 forecasts/min [2026-01-08T20:35:43.910279] [DEBUG] [REMOTE ] PRGO: Fetching historical data. [2026-01-08T20:35:43.929547] [DEBUG] [REMOTE ] PRGO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:43.930419] [DEBUG] [LOCAL ] Loaded configuration for PRGO: 6 features, N/A% accuracy [2026-01-08T20:35:43.930474] [INFO ] [LOCAL ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config [2026-01-08T20:35:43.930506] [DEBUG] [MAG ] Building data for symbol: PRGO with lookback: 0 [2026-01-08T20:35:43.931279] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:43.931339] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:43.936053] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:43.937826] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:43.938319] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:43.938801] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:43.939196] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:43.966371] [DEBUG] [MAG ] CIF: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:44.003592] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:35:44.008561] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:44.014765] [INFO ] [LOCAL ] CIF: Saved forecast. [2026-01-08T20:35:44.014833] [INFO ] [main ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%) [2026-01-08T20:35:44.014993] [INFO ] [main ] Fetching symbol history for CHSCN... [2026-01-08T20:35:44.015038] [DEBUG] [REMOTE ] CHSCN: Fetching historical data. [2026-01-08T20:35:44.015916] [INFO ] [main ] Progress: 165/392 forecasts completed (42.1%). CIF finished in 0.6s. ETA: 39.0s. Rate: 349.46 forecasts/min [2026-01-08T20:35:44.025989] [DEBUG] [REMOTE ] CHSCN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:44.026930] [DEBUG] [LOCAL ] Loaded configuration for CHSCN: 6 features, N/A% accuracy [2026-01-08T20:35:44.026988] [INFO ] [LOCAL ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config [2026-01-08T20:35:44.027020] [DEBUG] [MAG ] Building data for symbol: CHSCN with lookback: 0 [2026-01-08T20:35:44.027972] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:44.028035] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:44.029803] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:44.030339] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:44.030763] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:44.031876] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:44.052707] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:44.144559] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:44.145872] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:44.181050] [INFO ] [LOCAL ] CETX: Saved forecast. [2026-01-08T20:35:44.181115] [INFO ] [main ] CETX: Signal=1 (Conf=90.0%), Magnitude=318.09% (Conf=30.1695%) [2026-01-08T20:35:44.181471] [INFO ] [main ] Progress: 166/392 forecasts completed (42.3%). CETX finished in 0.9s. ETA: 38.8s. Rate: 349.54 forecasts/min [2026-01-08T20:35:44.181608] [INFO ] [main ] Fetching symbol history for CPK... [2026-01-08T20:35:44.181652] [DEBUG] [REMOTE ] CPK: Fetching historical data. [2026-01-08T20:35:44.193850] [DEBUG] [REMOTE ] CPK: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:44.194731] [DEBUG] [LOCAL ] Loaded configuration for CPK: 9 features, N/A% accuracy [2026-01-08T20:35:44.194782] [INFO ] [LOCAL ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config [2026-01-08T20:35:44.194814] [DEBUG] [MAG ] Building data for symbol: CPK with lookback: 0 [2026-01-08T20:35:44.195563] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:44.195643] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:44.200327] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:44.202082] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:44.202552] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:44.202956] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:44.203862] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:44.205060] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:44.206055] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:44.207084] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:44.208532] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:44.364223] [DEBUG] [MAG ] VC: Last date is validated at 2026-01-08 [2026-01-08T20:35:44.463494] [DEBUG] [MAG ] PRGO: Last date is validated at 2026-01-08 [2026-01-08T20:35:44.497227] [DEBUG] [MAG ] CHSCN: Last date is validated at 2026-01-08 [2026-01-08T20:35:44.533390] [DEBUG] [MAG ] VC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:44.548984] [DEBUG] [MAG ] CPK: Last date is validated at 2026-01-08 [2026-01-08T20:35:44.632430] [INFO ] [LOCAL ] VC: Saved forecast. [2026-01-08T20:35:44.632510] [INFO ] [main ] VC: Signal=1 (Conf=90.0%), Magnitude=2.83% (Conf=52.5462%) [2026-01-08T20:35:44.632712] [INFO ] [main ] Fetching symbol history for NRC... [2026-01-08T20:35:44.632777] [DEBUG] [REMOTE ] NRC: Fetching historical data. [2026-01-08T20:35:44.633844] [INFO ] [main ] Progress: 167/392 forecasts completed (42.6%). VC finished in 0.8s. ETA: 39.0s. Rate: 346.15 forecasts/min [2026-01-08T20:35:44.637919] [DEBUG] [MAG ] PRGO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:44.645049] [DEBUG] [REMOTE ] NRC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:44.646037] [DEBUG] [LOCAL ] Loaded configuration for NRC: 8 features, N/A% accuracy [2026-01-08T20:35:44.646091] [INFO ] [LOCAL ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config [2026-01-08T20:35:44.646123] [DEBUG] [MAG ] Building data for symbol: NRC with lookback: 0 [2026-01-08T20:35:44.646972] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:44.647038] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:44.648948] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:44.649697] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:44.650351] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:44.650849] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:44.653456] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:44.674195] [DEBUG] [MAG ] CHSCN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:44.693633] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:44.695465] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:44.696682] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:44.719088] [INFO ] [LOCAL ] PRGO: Saved forecast. [2026-01-08T20:35:44.719155] [INFO ] [main ] PRGO: Signal=1 (Conf=90.0%), Magnitude=-2.97% (Conf=44.8836%) [2026-01-08T20:35:44.719507] [INFO ] [main ] Fetching symbol history for INGN... [2026-01-08T20:35:44.719558] [DEBUG] [REMOTE ] INGN: Fetching historical data. [2026-01-08T20:35:44.719644] [INFO ] [main ] Progress: 168/392 forecasts completed (42.9%). PRGO finished in 0.8s. ETA: 38.7s. Rate: 347.19 forecasts/min [2026-01-08T20:35:44.720705] [DEBUG] [MAG ] CPK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:44.730912] [INFO ] [LOCAL ] CHSCN: Saved forecast. [2026-01-08T20:35:44.730986] [INFO ] [main ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=33.6073%) [2026-01-08T20:35:44.731171] [INFO ] [main ] Fetching symbol history for MCK... [2026-01-08T20:35:44.731221] [DEBUG] [REMOTE ] MCK: Fetching historical data. [2026-01-08T20:35:44.731887] [INFO ] [main ] Progress: 169/392 forecasts completed (43.1%). CHSCN finished in 0.7s. ETA: 38.3s. Rate: 349.11 forecasts/min [2026-01-08T20:35:44.732122] [DEBUG] [REMOTE ] INGN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:44.733000] [DEBUG] [LOCAL ] Loaded configuration for INGN: 3 features, N/A% accuracy [2026-01-08T20:35:44.733056] [INFO ] [LOCAL ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config [2026-01-08T20:35:44.733098] [DEBUG] [MAG ] Building data for symbol: INGN with lookback: 0 [2026-01-08T20:35:44.734596] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:44.734658] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:44.736177] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:44.738360] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-08T20:35:44.741272] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:44.742623] [DEBUG] [REMOTE ] MCK: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:44.743542] [DEBUG] [LOCAL ] Loaded configuration for MCK: 5 features, N/A% accuracy [2026-01-08T20:35:44.743632] [INFO ] [LOCAL ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config [2026-01-08T20:35:44.743667] [DEBUG] [MAG ] Building data for symbol: MCK with lookback: 0 [2026-01-08T20:35:44.744468] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:44.744530] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:44.749698] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:44.750650] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:44.752610] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:44.753339] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:44.754706] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:44.819398] [INFO ] [LOCAL ] CPK: Saved forecast. [2026-01-08T20:35:44.819464] [INFO ] [main ] CPK: Signal=1 (Conf=90.0%), Magnitude=2.90% (Conf=69.7337%) [2026-01-08T20:35:44.819815] [INFO ] [main ] Fetching symbol history for RGCO... [2026-01-08T20:35:44.819865] [DEBUG] [REMOTE ] RGCO: Fetching historical data. [2026-01-08T20:35:44.820668] [INFO ] [main ] Progress: 170/392 forecasts completed (43.4%). CPK finished in 0.6s. ETA: 38.0s. Rate: 350.11 forecasts/min [2026-01-08T20:35:44.830650] [DEBUG] [REMOTE ] RGCO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:44.831843] [DEBUG] [LOCAL ] Loaded configuration for RGCO: 9 features, N/A% accuracy [2026-01-08T20:35:44.831896] [INFO ] [LOCAL ] RGCO: Loaded 9 optimal features with 64.83% confidence from JSON config [2026-01-08T20:35:44.831927] [DEBUG] [MAG ] Building data for symbol: RGCO with lookback: 0 [2026-01-08T20:35:44.832709] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:44.832773] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:44.837612] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:44.840217] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:44.878415] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:44.879628] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:44.880388] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:44.884712] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:44.885343] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:35:44.889260] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:44.907600] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:45.042969] [DEBUG] [MAG ] NRC: Last date is validated at 2026-01-08 [2026-01-08T20:35:45.092998] [DEBUG] [MAG ] INGN: Last date is validated at 2026-01-08 [2026-01-08T20:35:45.105958] [DEBUG] [MAG ] MCK: Last date is validated at 2026-01-08 [2026-01-08T20:35:45.215853] [DEBUG] [MAG ] NRC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:45.250613] [DEBUG] [MAG ] RGCO: Last date is validated at 2026-01-08 [2026-01-08T20:35:45.263659] [DEBUG] [MAG ] INGN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:45.284021] [DEBUG] [MAG ] MCK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:45.336516] [INFO ] [LOCAL ] INGN: Saved forecast. [2026-01-08T20:35:45.336598] [INFO ] [main ] INGN: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=49.4291%) [2026-01-08T20:35:45.336956] [INFO ] [main ] Progress: 171/392 forecasts completed (43.6%). INGN finished in 0.6s. ETA: 38.3s. Rate: 346.03 forecasts/min [2026-01-08T20:35:45.337132] [INFO ] [main ] Fetching symbol history for ODFL... [2026-01-08T20:35:45.337179] [DEBUG] [REMOTE ] ODFL: Fetching historical data. [2026-01-08T20:35:45.350231] [DEBUG] [REMOTE ] ODFL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:45.351398] [DEBUG] [LOCAL ] Loaded configuration for ODFL: 5 features, N/A% accuracy [2026-01-08T20:35:45.351454] [INFO ] [LOCAL ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config [2026-01-08T20:35:45.351487] [DEBUG] [MAG ] Building data for symbol: ODFL with lookback: 0 [2026-01-08T20:35:45.352268] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:45.352329] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:45.353999] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:45.354500] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:45.354947] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:45.363058] [INFO ] [LOCAL ] NRC: Saved forecast. [2026-01-08T20:35:45.363143] [INFO ] [main ] NRC: Signal=1 (Conf=90.0%), Magnitude=2.47% (Conf=52.0521%) [2026-01-08T20:35:45.363342] [INFO ] [main ] Fetching symbol history for CTBB... [2026-01-08T20:35:45.363406] [DEBUG] [REMOTE ] CTBB: Fetching historical data. [2026-01-08T20:35:45.363862] [INFO ] [main ] Progress: 172/392 forecasts completed (43.9%). NRC finished in 0.7s. ETA: 38.0s. Rate: 347.74 forecasts/min [2026-01-08T20:35:45.372923] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:35:45.373749] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:45.374233] [DEBUG] [REMOTE ] CTBB: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:45.375448] [DEBUG] [LOCAL ] Loaded configuration for CTBB: 4 features, N/A% accuracy [2026-01-08T20:35:45.375506] [INFO ] [LOCAL ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config [2026-01-08T20:35:45.375538] [DEBUG] [MAG ] Building data for symbol: CTBB with lookback: 0 [2026-01-08T20:35:45.376355] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:45.376416] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:45.381222] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:45.382480] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:45.384028] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:45.386405] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:45.423247] [DEBUG] [MAG ] RGCO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:45.469433] [INFO ] [LOCAL ] MCK: Saved forecast. [2026-01-08T20:35:45.469500] [INFO ] [main ] MCK: Signal=1 (Conf=90.0%), Magnitude=-3.29% (Conf=50.1135%) [2026-01-08T20:35:45.469675] [INFO ] [main ] Fetching symbol history for EVTC... [2026-01-08T20:35:45.469722] [DEBUG] [REMOTE ] EVTC: Fetching historical data. [2026-01-08T20:35:45.470956] [INFO ] [main ] Progress: 173/392 forecasts completed (44.1%). MCK finished in 0.7s. ETA: 37.7s. Rate: 348.51 forecasts/min [2026-01-08T20:35:45.480435] [DEBUG] [REMOTE ] EVTC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:45.481488] [DEBUG] [LOCAL ] Loaded configuration for EVTC: 2 features, N/A% accuracy [2026-01-08T20:35:45.481545] [INFO ] [LOCAL ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config [2026-01-08T20:35:45.481598] [DEBUG] [MAG ] Building data for symbol: EVTC with lookback: 0 [2026-01-08T20:35:45.482374] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:45.482433] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:45.487300] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:45.488116] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:45.508440] [INFO ] [LOCAL ] RGCO: Saved forecast. [2026-01-08T20:35:45.508507] [INFO ] [main ] RGCO: Signal=1 (Conf=90.0%), Magnitude=0.99% (Conf=64.8285%) [2026-01-08T20:35:45.508856] [INFO ] [main ] Fetching symbol history for BHFAO... [2026-01-08T20:35:45.508932] [DEBUG] [REMOTE ] BHFAO: Fetching historical data. [2026-01-08T20:35:45.509667] [INFO ] [main ] Progress: 174/392 forecasts completed (44.4%). RGCO finished in 0.7s. ETA: 37.4s. Rate: 350.07 forecasts/min [2026-01-08T20:35:45.520825] [DEBUG] [REMOTE ] BHFAO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:45.521842] [DEBUG] [LOCAL ] Loaded configuration for BHFAO: 4 features, N/A% accuracy [2026-01-08T20:35:45.521895] [INFO ] [LOCAL ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config [2026-01-08T20:35:45.521925] [DEBUG] [MAG ] Building data for symbol: BHFAO with lookback: 0 [2026-01-08T20:35:45.522853] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:45.522913] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:45.528073] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:45.529919] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:35:45.530601] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:35:45.532092] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:45.716060] [DEBUG] [MAG ] ODFL: Last date is validated at 2026-01-08 [2026-01-08T20:35:45.734943] [DEBUG] [MAG ] CTBB: Last date is validated at 2026-01-08 [2026-01-08T20:35:45.836449] [DEBUG] [MAG ] EVTC: Last date is validated at 2026-01-08 [2026-01-08T20:35:45.878734] [DEBUG] [MAG ] BHFAO: Last date is validated at 2026-01-08 [2026-01-08T20:35:45.890951] [DEBUG] [MAG ] ODFL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:45.914473] [DEBUG] [MAG ] CTBB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:45.982548] [INFO ] [LOCAL ] CTBB: Saved forecast. [2026-01-08T20:35:45.982637] [INFO ] [main ] CTBB: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=65.0245%) [2026-01-08T20:35:45.982810] [INFO ] [main ] Fetching symbol history for RMM... [2026-01-08T20:35:45.982858] [DEBUG] [REMOTE ] RMM: Fetching historical data. [2026-01-08T20:35:45.983984] [INFO ] [main ] Progress: 175/392 forecasts completed (44.6%). CTBB finished in 0.6s. ETA: 37.6s. Rate: 346.57 forecasts/min [2026-01-08T20:35:45.994850] [DEBUG] [REMOTE ] RMM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:45.995720] [DEBUG] [LOCAL ] Loaded configuration for RMM: 4 features, N/A% accuracy [2026-01-08T20:35:45.995774] [INFO ] [LOCAL ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config [2026-01-08T20:35:45.995807] [DEBUG] [MAG ] Building data for symbol: RMM with lookback: 0 [2026-01-08T20:35:45.996672] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:45.996734] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:35:45.999551] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:46.001173] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:46.003539] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:46.004633] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:46.007793] [DEBUG] [MAG ] EVTC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:46.024386] [INFO ] [LOCAL ] ODFL: Saved forecast. [2026-01-08T20:35:46.024454] [INFO ] [main ] ODFL: Signal=1 (Conf=90.0%), Magnitude=4.54% (Conf=61.2614%) [2026-01-08T20:35:46.024816] [INFO ] [main ] Progress: 176/392 forecasts completed (44.9%). ODFL finished in 0.7s. ETA: 37.2s. Rate: 348.08 forecasts/min [2026-01-08T20:35:46.024953] [INFO ] [main ] Fetching symbol history for MCRI... [2026-01-08T20:35:46.024995] [DEBUG] [REMOTE ] MCRI: Fetching historical data. [2026-01-08T20:35:46.036672] [DEBUG] [REMOTE ] MCRI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:46.037663] [DEBUG] [LOCAL ] Loaded configuration for MCRI: 8 features, N/A% accuracy [2026-01-08T20:35:46.037715] [INFO ] [LOCAL ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config [2026-01-08T20:35:46.037746] [DEBUG] [MAG ] Building data for symbol: MCRI with lookback: 0 [2026-01-08T20:35:46.038531] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:46.038610] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:46.040270] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:46.040776] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:46.041214] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:46.041625] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:46.042241] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:46.044214] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:35:46.046907] [DEBUG] [MAG ] BHFAO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:46.048080] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:46.049155] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:46.083101] [INFO ] [LOCAL ] EVTC: Saved forecast. [2026-01-08T20:35:46.083177] [INFO ] [main ] EVTC: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=59.9078%) [2026-01-08T20:35:46.083335] [INFO ] [main ] Fetching symbol history for BHFAL... [2026-01-08T20:35:46.083378] [DEBUG] [REMOTE ] BHFAL: Fetching historical data. [2026-01-08T20:35:46.083965] [INFO ] [main ] Progress: 177/392 forecasts completed (45.2%). EVTC finished in 0.6s. ETA: 36.9s. Rate: 349.37 forecasts/min [2026-01-08T20:35:46.094214] [DEBUG] [REMOTE ] BHFAL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:46.095214] [DEBUG] [LOCAL ] Loaded configuration for BHFAL: 4 features, N/A% accuracy [2026-01-08T20:35:46.095268] [INFO ] [LOCAL ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config [2026-01-08T20:35:46.095299] [DEBUG] [MAG ] Building data for symbol: BHFAL with lookback: 0 [2026-01-08T20:35:46.096125] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:46.096187] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:46.097980] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:46.098522] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:46.102913] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:46.105702] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:46.114886] [INFO ] [LOCAL ] BHFAO: Saved forecast. [2026-01-08T20:35:46.114957] [INFO ] [main ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=2.88% (Conf=50.639%) [2026-01-08T20:35:46.115287] [INFO ] [main ] Fetching symbol history for MHK... [2026-01-08T20:35:46.115336] [DEBUG] [REMOTE ] MHK: Fetching historical data. [2026-01-08T20:35:46.115658] [INFO ] [main ] Progress: 178/392 forecasts completed (45.4%). BHFAO finished in 0.6s. ETA: 36.6s. Rate: 350.98 forecasts/min [2026-01-08T20:35:46.126651] [DEBUG] [REMOTE ] MHK: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:46.127640] [DEBUG] [LOCAL ] Loaded configuration for MHK: 4 features, N/A% accuracy [2026-01-08T20:35:46.127691] [INFO ] [LOCAL ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config [2026-01-08T20:35:46.127722] [DEBUG] [MAG ] Building data for symbol: MHK with lookback: 0 [2026-01-08T20:35:46.128501] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:46.128561] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:46.130138] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:46.130803] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:46.131896] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-08T20:35:46.134652] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:46.350284] [DEBUG] [MAG ] RMM: Last date is validated at 2026-01-08 [2026-01-08T20:35:46.394759] [DEBUG] [MAG ] MCRI: Last date is validated at 2026-01-08 [2026-01-08T20:35:46.450126] [DEBUG] [MAG ] BHFAL: Last date is validated at 2026-01-08 [2026-01-08T20:35:46.487649] [DEBUG] [MAG ] MHK: Last date is validated at 2026-01-08 [2026-01-08T20:35:46.521083] [DEBUG] [MAG ] RMM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:46.581676] [INFO ] [LOCAL ] RMM: Saved forecast. [2026-01-08T20:35:46.581741] [INFO ] [main ] RMM: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=60.7163%) [2026-01-08T20:35:46.582166] [INFO ] [main ] Fetching symbol history for AOD... [2026-01-08T20:35:46.582218] [DEBUG] [REMOTE ] AOD: Fetching historical data. [2026-01-08T20:35:46.582662] [INFO ] [main ] Progress: 179/392 forecasts completed (45.7%). RMM finished in 0.6s. ETA: 36.8s. Rate: 347.62 forecasts/min [2026-01-08T20:35:46.592174] [DEBUG] [MAG ] MCRI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:46.593910] [DEBUG] [REMOTE ] AOD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:46.594850] [DEBUG] [LOCAL ] Loaded configuration for AOD: 5 features, N/A% accuracy [2026-01-08T20:35:46.594904] [INFO ] [LOCAL ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config [2026-01-08T20:35:46.594935] [DEBUG] [MAG ] Building data for symbol: AOD with lookback: 0 [2026-01-08T20:35:46.595707] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:46.595767] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:46.598439] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:46.600890] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:46.601923] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:46.603305] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-08T20:35:46.606118] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:46.624906] [DEBUG] [MAG ] BHFAL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:46.669740] [DEBUG] [MAG ] MHK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:46.690906] [INFO ] [LOCAL ] BHFAL: Saved forecast. [2026-01-08T20:35:46.690973] [INFO ] [main ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=62.8078%) [2026-01-08T20:35:46.691135] [INFO ] [main ] Fetching symbol history for MRK... [2026-01-08T20:35:46.691186] [DEBUG] [REMOTE ] MRK: Fetching historical data. [2026-01-08T20:35:46.691923] [INFO ] [main ] Progress: 180/392 forecasts completed (45.9%). BHFAL finished in 0.6s. ETA: 36.5s. Rate: 348.33 forecasts/min [2026-01-08T20:35:46.702241] [DEBUG] [REMOTE ] MRK: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:46.703644] [DEBUG] [LOCAL ] Loaded configuration for MRK: 6 features, N/A% accuracy [2026-01-08T20:35:46.703699] [INFO ] [LOCAL ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config [2026-01-08T20:35:46.703731] [DEBUG] [MAG ] Building data for symbol: MRK with lookback: 0 [2026-01-08T20:35:46.704531] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:46.704612] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:46.706340] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:46.706901] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:46.707391] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:46.707819] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:46.709098] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:46.711965] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:46.713001] [INFO ] [LOCAL ] MCRI: Saved forecast. [2026-01-08T20:35:46.713068] [INFO ] [main ] MCRI: Signal=1 (Conf=90.0%), Magnitude=2.82% (Conf=51.7198%) [2026-01-08T20:35:46.713440] [INFO ] [main ] Progress: 181/392 forecasts completed (46.2%). MCRI finished in 0.7s. ETA: 36.2s. Rate: 350.02 forecasts/min [2026-01-08T20:35:46.713589] [INFO ] [main ] Fetching symbol history for HL... [2026-01-08T20:35:46.713636] [DEBUG] [REMOTE ] HL: Fetching historical data. [2026-01-08T20:35:46.725817] [DEBUG] [REMOTE ] HL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:46.726915] [DEBUG] [LOCAL ] Loaded configuration for HL: 4 features, N/A% accuracy [2026-01-08T20:35:46.726970] [INFO ] [LOCAL ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config [2026-01-08T20:35:46.727002] [DEBUG] [MAG ] Building data for symbol: HL with lookback: 0 [2026-01-08T20:35:46.727826] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:46.727889] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:46.732850] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:46.733530] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:35:46.734626] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:35:46.738735] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:46.877826] [INFO ] [LOCAL ] MHK: Saved forecast. [2026-01-08T20:35:46.877903] [INFO ] [main ] MHK: Signal=1 (Conf=90.0%), Magnitude=11.68% (Conf=52.596%) [2026-01-08T20:35:46.878310] [INFO ] [main ] Fetching symbol history for ERNA... [2026-01-08T20:35:46.878367] [DEBUG] [REMOTE ] ERNA: Fetching historical data. [2026-01-08T20:35:46.879683] [INFO ] [main ] Progress: 182/392 forecasts completed (46.4%). MHK finished in 0.8s. ETA: 36.0s. Rate: 350.08 forecasts/min [2026-01-08T20:35:46.890690] [DEBUG] [REMOTE ] ERNA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:46.891999] [DEBUG] [LOCAL ] Loaded configuration for ERNA: 2 features, N/A% accuracy [2026-01-08T20:35:46.892055] [INFO ] [LOCAL ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config [2026-01-08T20:35:46.892088] [DEBUG] [MAG ] Building data for symbol: ERNA with lookback: 0 [2026-01-08T20:35:46.893000] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:46.893062] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:46.895769] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:46.898537] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:46.962798] [DEBUG] [MAG ] AOD: Last date is validated at 2026-01-08 [2026-01-08T20:35:47.078398] [DEBUG] [MAG ] MRK: Last date is validated at 2026-01-08 [2026-01-08T20:35:47.108042] [DEBUG] [MAG ] HL: Last date is validated at 2026-01-08 [2026-01-08T20:35:47.132227] [DEBUG] [MAG ] AOD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:47.244262] [INFO ] [LOCAL ] AOD: Saved forecast. [2026-01-08T20:35:47.244327] [INFO ] [main ] AOD: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=36.281%) [2026-01-08T20:35:47.244768] [INFO ] [main ] Fetching symbol history for RSI... [2026-01-08T20:35:47.244820] [DEBUG] [REMOTE ] RSI: Fetching historical data. [2026-01-08T20:35:47.245667] [INFO ] [main ] Progress: 183/392 forecasts completed (46.7%). AOD finished in 0.7s. ETA: 36.0s. Rate: 347.92 forecasts/min [2026-01-08T20:35:47.255754] [DEBUG] [MAG ] ERNA: Last date is validated at 2026-01-08 [2026-01-08T20:35:47.256489] [DEBUG] [REMOTE ] RSI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:47.257250] [DEBUG] [LOCAL ] Loaded configuration for RSI: 6 features, N/A% accuracy [2026-01-08T20:35:47.257856] [INFO ] [LOCAL ] RSI: Loaded 6 optimal features with 59.91% confidence from JSON config [2026-01-08T20:35:47.257892] [DEBUG] [MAG ] Building data for symbol: RSI with lookback: 0 [2026-01-08T20:35:47.258902] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:47.258966] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:47.260762] [DEBUG] [MAG ] MRK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:47.264798] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:47.266648] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:47.267140] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:47.267637] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:47.268040] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:47.268729] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:47.281737] [DEBUG] [MAG ] HL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:47.355930] [INFO ] [LOCAL ] HL: Saved forecast. [2026-01-08T20:35:47.355997] [INFO ] [main ] HL: Signal=1 (Conf=90.0%), Magnitude=2.81% (Conf=51.1404%) [2026-01-08T20:35:47.356367] [INFO ] [main ] Progress: 184/392 forecasts completed (46.9%). HL finished in 0.6s. ETA: 35.8s. Rate: 348.60 forecasts/min [2026-01-08T20:35:47.356509] [INFO ] [main ] Fetching symbol history for SREA... [2026-01-08T20:35:47.356554] [DEBUG] [REMOTE ] SREA: Fetching historical data. [2026-01-08T20:35:47.361921] [INFO ] [LOCAL ] MRK: Saved forecast. [2026-01-08T20:35:47.361995] [INFO ] [main ] MRK: Signal=1 (Conf=90.0%), Magnitude=-1.64% (Conf=53.4824%) [2026-01-08T20:35:47.362380] [INFO ] [main ] Fetching symbol history for CMCSA... [2026-01-08T20:35:47.362432] [DEBUG] [REMOTE ] CMCSA: Fetching historical data. [2026-01-08T20:35:47.362627] [INFO ] [main ] Progress: 185/392 forecasts completed (47.2%). MRK finished in 0.7s. ETA: 35.4s. Rate: 350.42 forecasts/min [2026-01-08T20:35:47.369020] [DEBUG] [REMOTE ] SREA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:47.370123] [DEBUG] [LOCAL ] Loaded configuration for SREA: 1 features, N/A% accuracy [2026-01-08T20:35:47.370185] [INFO ] [LOCAL ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config [2026-01-08T20:35:47.370216] [DEBUG] [MAG ] Building data for symbol: SREA with lookback: 0 [2026-01-08T20:35:47.371014] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:47.371081] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:47.374217] [DEBUG] [REMOTE ] CMCSA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:47.375039] [DEBUG] [LOCAL ] Loaded configuration for CMCSA: 1 features, N/A% accuracy [2026-01-08T20:35:47.375095] [INFO ] [LOCAL ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config [2026-01-08T20:35:47.375127] [DEBUG] [MAG ] Building data for symbol: CMCSA with lookback: 0 [2026-01-08T20:35:47.375908] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:47.375967] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:47.376247] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:47.378764] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:47.438660] [DEBUG] [MAG ] ERNA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:47.526440] [INFO ] [LOCAL ] ERNA: Saved forecast. [2026-01-08T20:35:47.526508] [INFO ] [main ] ERNA: Signal=1 (Conf=90.0%), Magnitude=-5.97% (Conf=45.3251%) [2026-01-08T20:35:47.526876] [INFO ] [main ] Fetching symbol history for OPAL... [2026-01-08T20:35:47.526927] [DEBUG] [REMOTE ] OPAL: Fetching historical data. [2026-01-08T20:35:47.527658] [INFO ] [main ] Progress: 186/392 forecasts completed (47.4%). ERNA finished in 0.6s. ETA: 35.3s. Rate: 350.49 forecasts/min [2026-01-08T20:35:47.538186] [DEBUG] [REMOTE ] OPAL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:47.539177] [DEBUG] [LOCAL ] Loaded configuration for OPAL: 5 features, N/A% accuracy [2026-01-08T20:35:47.539230] [INFO ] [LOCAL ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config [2026-01-08T20:35:47.539267] [DEBUG] [MAG ] Building data for symbol: OPAL with lookback: 0 [2026-01-08T20:35:47.540063] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:47.540124] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:47.544926] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:47.546779] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:47.547260] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:47.547679] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:35:47.548339] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:47.614401] [DEBUG] [MAG ] RSI: Last date is validated at 2026-01-08 [2026-01-08T20:35:47.719300] [DEBUG] [MAG ] SREA: Last date is validated at 2026-01-08 [2026-01-08T20:35:47.727662] [DEBUG] [MAG ] CMCSA: Last date is validated at 2026-01-08 [2026-01-08T20:35:47.797344] [DEBUG] [MAG ] RSI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:47.872368] [INFO ] [LOCAL ] RSI: Saved forecast. [2026-01-08T20:35:47.872435] [INFO ] [main ] RSI: Signal=1 (Conf=90.0%), Magnitude=4.24% (Conf=59.9138%) [2026-01-08T20:35:47.872787] [INFO ] [main ] Fetching symbol history for PEN... [2026-01-08T20:35:47.872839] [DEBUG] [REMOTE ] PEN: Fetching historical data. [2026-01-08T20:35:47.874651] [INFO ] [main ] Progress: 187/392 forecasts completed (47.7%). RSI finished in 0.6s. ETA: 35.3s. Rate: 348.58 forecasts/min [2026-01-08T20:35:47.883818] [DEBUG] [REMOTE ] PEN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:47.885380] [DEBUG] [LOCAL ] Loaded configuration for PEN: 5 features, N/A% accuracy [2026-01-08T20:35:47.885433] [INFO ] [LOCAL ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config [2026-01-08T20:35:47.885463] [DEBUG] [MAG ] Building data for symbol: PEN with lookback: 0 [2026-01-08T20:35:47.886240] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:47.886300] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:47.888850] [DEBUG] [MAG ] SREA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:47.891173] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:47.893830] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:47.894647] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:47.895698] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-08T20:35:47.898154] [DEBUG] [MAG ] CMCSA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:47.898517] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:47.899251] [DEBUG] [MAG ] OPAL: Last date is validated at 2026-01-08 [2026-01-08T20:35:47.947171] [INFO ] [LOCAL ] SREA: Saved forecast. [2026-01-08T20:35:47.947239] [INFO ] [main ] SREA: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=48.6559%) [2026-01-08T20:35:47.947594] [INFO ] [main ] Progress: 188/392 forecasts completed (48.0%). SREA finished in 0.6s. ETA: 35.0s. Rate: 349.65 forecasts/min [2026-01-08T20:35:47.947723] [INFO ] [main ] Fetching symbol history for BFS... [2026-01-08T20:35:47.947766] [DEBUG] [REMOTE ] BFS: Fetching historical data. [2026-01-08T20:35:47.959198] [DEBUG] [REMOTE ] BFS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:47.960098] [DEBUG] [LOCAL ] Loaded configuration for BFS: 3 features, N/A% accuracy [2026-01-08T20:35:47.960153] [INFO ] [LOCAL ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config [2026-01-08T20:35:47.960184] [DEBUG] [MAG ] Building data for symbol: BFS with lookback: 0 [2026-01-08T20:35:47.960969] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:47.961046] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:47.965903] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:47.967178] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:47.967835] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:47.974777] [INFO ] [LOCAL ] CMCSA: Saved forecast. [2026-01-08T20:35:47.974842] [INFO ] [main ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=55.1091%) [2026-01-08T20:35:47.974997] [INFO ] [main ] Fetching symbol history for PTGX... [2026-01-08T20:35:47.975041] [DEBUG] [REMOTE ] PTGX: Fetching historical data. [2026-01-08T20:35:47.975837] [INFO ] [main ] Progress: 189/392 forecasts completed (48.2%). CMCSA finished in 0.6s. ETA: 34.7s. Rate: 351.20 forecasts/min [2026-01-08T20:35:47.985649] [DEBUG] [REMOTE ] PTGX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:47.986660] [DEBUG] [LOCAL ] Loaded configuration for PTGX: 4 features, N/A% accuracy [2026-01-08T20:35:47.986717] [INFO ] [LOCAL ] PTGX: Loaded 4 optimal features with 56.85% confidence from JSON config [2026-01-08T20:35:47.986748] [DEBUG] [MAG ] Building data for symbol: PTGX with lookback: 0 [2026-01-08T20:35:47.987527] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:47.987607] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:47.995952] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:47.997811] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:47.998320] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:47.998746] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:48.068418] [DEBUG] [MAG ] OPAL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:48.126375] [INFO ] [LOCAL ] OPAL: Saved forecast. [2026-01-08T20:35:48.126440] [INFO ] [main ] OPAL: Signal=1 (Conf=90.0%), Magnitude=19.90% (Conf=45.3159%) [2026-01-08T20:35:48.126825] [INFO ] [main ] Fetching symbol history for PEB... [2026-01-08T20:35:48.126876] [DEBUG] [REMOTE ] PEB: Fetching historical data. [2026-01-08T20:35:48.127653] [INFO ] [main ] Progress: 190/392 forecasts completed (48.5%). OPAL finished in 0.6s. ETA: 34.5s. Rate: 351.41 forecasts/min [2026-01-08T20:35:48.139064] [DEBUG] [REMOTE ] PEB: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:48.139906] [DEBUG] [LOCAL ] Loaded configuration for PEB: 5 features, N/A% accuracy [2026-01-08T20:35:48.139964] [INFO ] [LOCAL ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config [2026-01-08T20:35:48.139995] [DEBUG] [MAG ] Building data for symbol: PEB with lookback: 0 [2026-01-08T20:35:48.140765] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:48.140824] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:48.141713] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:48.143547] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:48.146125] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:48.148109] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:35:48.148851] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:48.246495] [DEBUG] [MAG ] PEN: Last date is validated at 2026-01-08 [2026-01-08T20:35:48.312432] [DEBUG] [MAG ] BFS: Last date is validated at 2026-01-08 [2026-01-08T20:35:48.343367] [DEBUG] [MAG ] PTGX: Last date is validated at 2026-01-08 [2026-01-08T20:35:48.419645] [DEBUG] [MAG ] PEN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:48.480393] [DEBUG] [MAG ] BFS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:48.491922] [DEBUG] [MAG ] PEB: Last date is validated at 2026-01-08 [2026-01-08T20:35:48.519723] [DEBUG] [MAG ] PTGX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:48.550239] [INFO ] [LOCAL ] BFS: Saved forecast. [2026-01-08T20:35:48.550304] [INFO ] [main ] BFS: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=62.6656%) [2026-01-08T20:35:48.550760] [INFO ] [main ] Fetching symbol history for VRTX... [2026-01-08T20:35:48.550806] [DEBUG] [REMOTE ] VRTX: Fetching historical data. [2026-01-08T20:35:48.550676] [INFO ] [main ] Progress: 191/392 forecasts completed (48.7%). BFS finished in 0.6s. ETA: 34.6s. Rate: 348.71 forecasts/min [2026-01-08T20:35:48.562833] [DEBUG] [REMOTE ] VRTX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:48.563969] [DEBUG] [LOCAL ] Loaded configuration for VRTX: 6 features, N/A% accuracy [2026-01-08T20:35:48.564030] [INFO ] [LOCAL ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config [2026-01-08T20:35:48.564061] [DEBUG] [MAG ] Building data for symbol: VRTX with lookback: 0 [2026-01-08T20:35:48.564833] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:48.564904] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:48.566554] [INFO ] [LOCAL ] PEN: Saved forecast. [2026-01-08T20:35:48.566565] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:48.566642] [INFO ] [main ] PEN: Signal=1 (Conf=90.0%), Magnitude=-3.32% (Conf=60.6254%) [2026-01-08T20:35:48.567081] [INFO ] [main ] Fetching symbol history for AEHL... [2026-01-08T20:35:48.567135] [DEBUG] [REMOTE ] AEHL: Fetching historical data. [2026-01-08T20:35:48.567206] [INFO ] [main ] Progress: 192/392 forecasts completed (49.0%). PEN finished in 0.7s. ETA: 34.3s. Rate: 350.36 forecasts/min [2026-01-08T20:35:48.567123] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:48.567681] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:48.568422] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:48.570744] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:48.572370] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:48.578225] [DEBUG] [REMOTE ] AEHL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:48.579401] [DEBUG] [LOCAL ] Loaded configuration for AEHL: 5 features, N/A% accuracy [2026-01-08T20:35:48.579456] [INFO ] [LOCAL ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config [2026-01-08T20:35:48.579487] [DEBUG] [MAG ] Building data for symbol: AEHL with lookback: 0 [2026-01-08T20:35:48.580346] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:48.580410] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:48.585779] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:48.587774] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:48.588273] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:48.588719] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:48.589448] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:48.632415] [INFO ] [LOCAL ] PTGX: Saved forecast. [2026-01-08T20:35:48.632481] [INFO ] [main ] PTGX: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=56.8534%) [2026-01-08T20:35:48.632857] [INFO ] [main ] Fetching symbol history for LEVI... [2026-01-08T20:35:48.632909] [DEBUG] [REMOTE ] LEVI: Fetching historical data. [2026-01-08T20:35:48.633635] [INFO ] [main ] Progress: 193/392 forecasts completed (49.2%). PTGX finished in 0.7s. ETA: 34.0s. Rate: 351.47 forecasts/min [2026-01-08T20:35:48.644040] [DEBUG] [REMOTE ] LEVI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:48.645151] [DEBUG] [LOCAL ] Loaded configuration for LEVI: 14 features, N/A% accuracy [2026-01-08T20:35:48.645203] [INFO ] [LOCAL ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config [2026-01-08T20:35:48.645234] [DEBUG] [MAG ] Building data for symbol: LEVI with lookback: 0 [2026-01-08T20:35:48.646025] [DEBUG] [FEATURES ] DataBuilder: Executing 14 feature methods. [2026-01-08T20:35:48.646092] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:48.650898] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:48.652677] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:48.653156] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:48.653547] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:48.654295] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:48.654929] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:48.656127] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:48.656801] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:48.657821] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:48.659423] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:48.660550] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:48.661226] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:48.662275] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:48.664210] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:48.666435] [DEBUG] [MAG ] PEB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:48.737928] [INFO ] [LOCAL ] PEB: Saved forecast. [2026-01-08T20:35:48.737994] [INFO ] [main ] PEB: Signal=1 (Conf=90.0%), Magnitude=4.00% (Conf=47.6917%) [2026-01-08T20:35:48.738364] [INFO ] [main ] Fetching symbol history for QQQI... [2026-01-08T20:35:48.738425] [DEBUG] [REMOTE ] QQQI: Fetching historical data. [2026-01-08T20:35:48.738647] [INFO ] [main ] Progress: 194/392 forecasts completed (49.5%). PEB finished in 0.6s. ETA: 33.7s. Rate: 352.17 forecasts/min [2026-01-08T20:35:48.750068] [DEBUG] [REMOTE ] QQQI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:48.751169] [DEBUG] [LOCAL ] Loaded configuration for QQQI: 6 features, N/A% accuracy [2026-01-08T20:35:48.751223] [INFO ] [LOCAL ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config [2026-01-08T20:35:48.751255] [DEBUG] [MAG ] Building data for symbol: QQQI with lookback: 0 [2026-01-08T20:35:48.752075] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:48.752137] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:48.756989] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:48.758823] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:48.759312] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:48.759730] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:48.762099] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:48.763147] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:48.909026] [DEBUG] [MAG ] VRTX: Last date is validated at 2026-01-08 [2026-01-08T20:35:48.931511] [DEBUG] [MAG ] AEHL: Last date is validated at 2026-01-08 [2026-01-08T20:35:49.011920] [DEBUG] [MAG ] LEVI: Last date is validated at 2026-01-08 [2026-01-08T20:35:49.089288] [DEBUG] [MAG ] VRTX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:49.099869] [DEBUG] [MAG ] AEHL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:49.132155] [DEBUG] [MAG ] QQQI: Last date is validated at 2026-01-08 [2026-01-08T20:35:49.180981] [INFO ] [LOCAL ] AEHL: Saved forecast. [2026-01-08T20:35:49.181057] [INFO ] [main ] AEHL: Signal=1 (Conf=90.0%), Magnitude=18.90% (Conf=38.1053%) [2026-01-08T20:35:49.181426] [INFO ] [main ] Fetching symbol history for WTBA... [2026-01-08T20:35:49.181479] [DEBUG] [REMOTE ] WTBA: Fetching historical data. [2026-01-08T20:35:49.182399] [INFO ] [main ] Progress: 195/392 forecasts completed (49.7%). AEHL finished in 0.6s. ETA: 33.8s. Rate: 349.30 forecasts/min [2026-01-08T20:35:49.192602] [DEBUG] [REMOTE ] WTBA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:49.193651] [DEBUG] [LOCAL ] Loaded configuration for WTBA: 9 features, N/A% accuracy [2026-01-08T20:35:49.193705] [INFO ] [LOCAL ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config [2026-01-08T20:35:49.193737] [DEBUG] [MAG ] Building data for symbol: WTBA with lookback: 0 [2026-01-08T20:35:49.193788] [DEBUG] [MAG ] LEVI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:49.194512] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:49.194598] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:49.196364] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:49.196910] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:49.197315] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:49.198386] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:49.201335] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:49.202408] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:49.207107] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:35:49.208630] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-08T20:35:49.211615] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:49.252256] [INFO ] [LOCAL ] VRTX: Saved forecast. [2026-01-08T20:35:49.252326] [INFO ] [main ] VRTX: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=51.7231%) [2026-01-08T20:35:49.252694] [INFO ] [main ] Progress: 196/392 forecasts completed (50.0%). VRTX finished in 0.7s. ETA: 33.6s. Rate: 350.36 forecasts/min [2026-01-08T20:35:49.252821] [INFO ] [main ] Fetching symbol history for MBIN... [2026-01-08T20:35:49.252864] [DEBUG] [REMOTE ] MBIN: Fetching historical data. [2026-01-08T20:35:49.265315] [DEBUG] [REMOTE ] MBIN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:49.266378] [DEBUG] [LOCAL ] Loaded configuration for MBIN: 2 features, N/A% accuracy [2026-01-08T20:35:49.266430] [INFO ] [LOCAL ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config [2026-01-08T20:35:49.266460] [DEBUG] [MAG ] Building data for symbol: MBIN with lookback: 0 [2026-01-08T20:35:49.267248] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:49.267310] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:49.268027] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:49.279654] [INFO ] [LOCAL ] LEVI: Saved forecast. [2026-01-08T20:35:49.283603] [INFO ] [main ] LEVI: Signal=1 (Conf=90.0%), Magnitude=4.53% (Conf=60.3632%) [2026-01-08T20:35:49.283961] [INFO ] [main ] Fetching symbol history for NXGL... [2026-01-08T20:35:49.284011] [DEBUG] [REMOTE ] NXGL: Fetching historical data. [2026-01-08T20:35:49.284628] [INFO ] [main ] Progress: 197/392 forecasts completed (50.3%). LEVI finished in 0.6s. ETA: 33.3s. Rate: 351.81 forecasts/min [2026-01-08T20:35:49.295735] [DEBUG] [REMOTE ] NXGL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:49.298680] [DEBUG] [LOCAL ] Loaded configuration for NXGL: 3 features, N/A% accuracy [2026-01-08T20:35:49.298751] [INFO ] [LOCAL ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config [2026-01-08T20:35:49.298783] [DEBUG] [MAG ] Building data for symbol: NXGL with lookback: 0 [2026-01-08T20:35:49.299690] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:49.299756] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:49.304871] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:49.307337] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:49.309623] [DEBUG] [MAG ] QQQI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:49.310506] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:49.311742] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:49.390737] [INFO ] [LOCAL ] QQQI: Saved forecast. [2026-01-08T20:35:49.390815] [INFO ] [main ] QQQI: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=48.2582%) [2026-01-08T20:35:49.391182] [INFO ] [main ] Fetching symbol history for ARCO... [2026-01-08T20:35:49.391235] [DEBUG] [REMOTE ] ARCO: Fetching historical data. [2026-01-08T20:35:49.391658] [INFO ] [main ] Progress: 198/392 forecasts completed (50.5%). QQQI finished in 0.7s. ETA: 33.0s. Rate: 352.47 forecasts/min [2026-01-08T20:35:49.406014] [DEBUG] [REMOTE ] ARCO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:49.406908] [DEBUG] [LOCAL ] Loaded configuration for ARCO: 7 features, N/A% accuracy [2026-01-08T20:35:49.406966] [INFO ] [LOCAL ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config [2026-01-08T20:35:49.406999] [DEBUG] [MAG ] Building data for symbol: ARCO with lookback: 0 [2026-01-08T20:35:49.407813] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:49.407877] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:49.415709] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:49.417415] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:49.455608] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:49.456984] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:49.459750] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:49.461714] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:49.463090] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:49.562184] [DEBUG] [MAG ] WTBA: Last date is validated at 2026-01-08 [2026-01-08T20:35:49.655109] [DEBUG] [MAG ] NXGL: Last date is validated at 2026-01-08 [2026-01-08T20:35:49.656037] [DEBUG] [MAG ] MBIN: Last date is validated at 2026-01-08 [2026-01-08T20:35:49.735790] [DEBUG] [MAG ] WTBA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:49.803859] [DEBUG] [MAG ] ARCO: Last date is validated at 2026-01-08 [2026-01-08T20:35:49.811103] [INFO ] [LOCAL ] WTBA: Saved forecast. [2026-01-08T20:35:49.811170] [INFO ] [main ] WTBA: Signal=1 (Conf=90.0%), Magnitude=3.48% (Conf=64.3834%) [2026-01-08T20:35:49.811327] [INFO ] [main ] Fetching symbol history for ONDS... [2026-01-08T20:35:49.811370] [DEBUG] [REMOTE ] ONDS: Fetching historical data. [2026-01-08T20:35:49.812668] [INFO ] [main ] Progress: 199/392 forecasts completed (50.8%). WTBA finished in 0.6s. ETA: 33.1s. Rate: 349.88 forecasts/min [2026-01-08T20:35:49.822358] [DEBUG] [REMOTE ] ONDS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:49.823187] [DEBUG] [MAG ] NXGL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:49.823685] [DEBUG] [LOCAL ] Loaded configuration for ONDS: 5 features, N/A% accuracy [2026-01-08T20:35:49.823738] [INFO ] [LOCAL ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config [2026-01-08T20:35:49.823770] [DEBUG] [MAG ] Building data for symbol: ONDS with lookback: 0 [2026-01-08T20:35:49.824546] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:49.824626] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:49.829628] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:49.830836] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:49.832225] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:49.833557] [DEBUG] [MAG ] MBIN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:49.834318] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:49.836137] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:49.882695] [INFO ] [LOCAL ] NXGL: Saved forecast. [2026-01-08T20:35:49.882797] [INFO ] [main ] NXGL: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=49.2825%) [2026-01-08T20:35:49.883276] [INFO ] [main ] Fetching symbol history for IGSB... [2026-01-08T20:35:49.883347] [DEBUG] [REMOTE ] IGSB: Fetching historical data. [2026-01-08T20:35:49.883320] [INFO ] [main ] Progress: 200/392 forecasts completed (51.0%). NXGL finished in 0.6s. ETA: 32.8s. Rate: 350.91 forecasts/min [2026-01-08T20:35:49.894306] [DEBUG] [REMOTE ] IGSB: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:49.895101] [DEBUG] [LOCAL ] Loaded configuration for IGSB: 5 features, N/A% accuracy [2026-01-08T20:35:49.895152] [INFO ] [LOCAL ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config [2026-01-08T20:35:49.895186] [DEBUG] [MAG ] Building data for symbol: IGSB with lookback: 0 [2026-01-08T20:35:49.895959] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:49.896019] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:49.897704] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:49.898208] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:49.898668] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:49.918733] [INFO ] [LOCAL ] MBIN: Saved forecast. [2026-01-08T20:35:49.918815] [INFO ] [main ] MBIN: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=55.1157%) [2026-01-08T20:35:49.919004] [INFO ] [main ] Fetching symbol history for PHIN... [2026-01-08T20:35:49.919065] [DEBUG] [REMOTE ] PHIN: Fetching historical data. [2026-01-08T20:35:49.919855] [INFO ] [main ] Progress: 201/392 forecasts completed (51.3%). MBIN finished in 0.7s. ETA: 32.5s. Rate: 352.29 forecasts/min [2026-01-08T20:35:49.932531] [DEBUG] [REMOTE ] PHIN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:49.933378] [DEBUG] [LOCAL ] Loaded configuration for PHIN: 5 features, N/A% accuracy [2026-01-08T20:35:49.933431] [INFO ] [LOCAL ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config [2026-01-08T20:35:49.933484] [DEBUG] [MAG ] Building data for symbol: PHIN with lookback: 0 [2026-01-08T20:35:49.934294] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:49.934358] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:49.937195] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:49.938070] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:49.939268] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:49.941882] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:49.942840] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:35:49.946395] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-08T20:35:49.952620] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:49.975795] [DEBUG] [MAG ] ARCO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:50.045003] [INFO ] [LOCAL ] ARCO: Saved forecast. [2026-01-08T20:35:50.045071] [INFO ] [main ] ARCO: Signal=1 (Conf=90.0%), Magnitude=2.43% (Conf=55.7169%) [2026-01-08T20:35:50.045425] [INFO ] [main ] Fetching symbol history for DKS... [2026-01-08T20:35:50.045487] [DEBUG] [REMOTE ] DKS: Fetching historical data. [2026-01-08T20:35:50.045661] [INFO ] [main ] Progress: 202/392 forecasts completed (51.5%). ARCO finished in 0.7s. ETA: 32.3s. Rate: 352.75 forecasts/min [2026-01-08T20:35:50.057184] [DEBUG] [REMOTE ] DKS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:50.058811] [DEBUG] [LOCAL ] Loaded configuration for DKS: 4 features, N/A% accuracy [2026-01-08T20:35:50.058868] [INFO ] [LOCAL ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config [2026-01-08T20:35:50.058900] [DEBUG] [MAG ] Building data for symbol: DKS with lookback: 0 [2026-01-08T20:35:50.059745] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:50.059807] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:50.060554] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:50.061675] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:50.063475] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:50.065221] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:50.191728] [DEBUG] [MAG ] ONDS: Last date is validated at 2026-01-08 [2026-01-08T20:35:50.297379] [DEBUG] [MAG ] IGSB: Last date is validated at 2026-01-08 [2026-01-08T20:35:50.311612] [DEBUG] [MAG ] PHIN: Last date is validated at 2026-01-08 [2026-01-08T20:35:50.370403] [DEBUG] [MAG ] ONDS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:50.418205] [DEBUG] [MAG ] DKS: Last date is validated at 2026-01-08 [2026-01-08T20:35:50.450376] [INFO ] [LOCAL ] ONDS: Saved forecast. [2026-01-08T20:35:50.450448] [INFO ] [main ] ONDS: Signal=1 (Conf=90.0%), Magnitude=8.40% (Conf=54.0059%) [2026-01-08T20:35:50.450921] [INFO ] [main ] Fetching symbol history for SRFM... [2026-01-08T20:35:50.450975] [DEBUG] [REMOTE ] SRFM: Fetching historical data. [2026-01-08T20:35:50.451617] [INFO ] [main ] Progress: 203/392 forecasts completed (51.8%). ONDS finished in 0.6s. ETA: 32.4s. Rate: 350.35 forecasts/min [2026-01-08T20:35:50.461975] [DEBUG] [REMOTE ] SRFM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:50.462916] [DEBUG] [LOCAL ] Loaded configuration for SRFM: 6 features, N/A% accuracy [2026-01-08T20:35:50.462969] [INFO ] [LOCAL ] SRFM: Loaded 6 optimal features with 54.02% confidence from JSON config [2026-01-08T20:35:50.463000] [DEBUG] [MAG ] Building data for symbol: SRFM with lookback: 0 [2026-01-08T20:35:50.463801] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:50.463869] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:50.465514] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:50.466046] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:50.466456] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:50.467364] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:50.469110] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:50.470053] [DEBUG] [MAG ] IGSB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:50.471267] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:50.485503] [DEBUG] [MAG ] PHIN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:50.524685] [INFO ] [LOCAL ] IGSB: Saved forecast. [2026-01-08T20:35:50.524754] [INFO ] [main ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.7641%) [2026-01-08T20:35:50.525112] [INFO ] [main ] Fetching symbol history for MRVL... [2026-01-08T20:35:50.525163] [DEBUG] [REMOTE ] MRVL: Fetching historical data. [2026-01-08T20:35:50.525136] [INFO ] [main ] Progress: 204/392 forecasts completed (52.0%). IGSB finished in 0.6s. ETA: 32.1s. Rate: 351.34 forecasts/min [2026-01-08T20:35:50.535857] [DEBUG] [REMOTE ] MRVL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:50.536943] [DEBUG] [LOCAL ] Loaded configuration for MRVL: 4 features, N/A% accuracy [2026-01-08T20:35:50.536995] [INFO ] [LOCAL ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config [2026-01-08T20:35:50.537027] [DEBUG] [MAG ] Building data for symbol: MRVL with lookback: 0 [2026-01-08T20:35:50.537793] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:50.537853] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:50.575455] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:50.576855] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:50.578646] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:50.581254] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:50.584906] [INFO ] [LOCAL ] PHIN: Saved forecast. [2026-01-08T20:35:50.584977] [INFO ] [main ] PHIN: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=72.3159%) [2026-01-08T20:35:50.585132] [INFO ] [main ] Fetching symbol history for SMTC... [2026-01-08T20:35:50.585175] [DEBUG] [REMOTE ] SMTC: Fetching historical data. [2026-01-08T20:35:50.585818] [INFO ] [main ] Progress: 205/392 forecasts completed (52.3%). PHIN finished in 0.7s. ETA: 31.8s. Rate: 352.45 forecasts/min [2026-01-08T20:35:50.597134] [DEBUG] [REMOTE ] SMTC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:50.597938] [DEBUG] [LOCAL ] Loaded configuration for SMTC: 4 features, N/A% accuracy [2026-01-08T20:35:50.597991] [INFO ] [LOCAL ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config [2026-01-08T20:35:50.598023] [DEBUG] [MAG ] Building data for symbol: SMTC with lookback: 0 [2026-01-08T20:35:50.598864] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:50.598925] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:50.598969] [DEBUG] [MAG ] DKS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:50.603705] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:50.605482] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:50.605975] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:50.606361] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:50.734802] [INFO ] [LOCAL ] DKS: Saved forecast. [2026-01-08T20:35:50.734881] [INFO ] [main ] DKS: Signal=1 (Conf=90.0%), Magnitude=2.64% (Conf=59.4912%) [2026-01-08T20:35:50.735215] [INFO ] [main ] Fetching symbol history for EVSD... [2026-01-08T20:35:50.735266] [DEBUG] [REMOTE ] EVSD: Fetching historical data. [2026-01-08T20:35:50.735648] [INFO ] [main ] Progress: 206/392 forecasts completed (52.6%). DKS finished in 0.7s. ETA: 31.6s. Rate: 352.65 forecasts/min [2026-01-08T20:35:50.746984] [DEBUG] [REMOTE ] EVSD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:50.758273] [DEBUG] [LOCAL ] Loaded configuration for EVSD: 7 features, N/A% accuracy [2026-01-08T20:35:50.758377] [INFO ] [LOCAL ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config [2026-01-08T20:35:50.758411] [DEBUG] [MAG ] Building data for symbol: EVSD with lookback: 0 [2026-01-08T20:35:50.759345] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:50.759410] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:50.761930] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:50.763719] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:50.811184] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:50.815994] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:50.820342] [DEBUG] [MAG ] SRFM: Last date is validated at 2026-01-08 [2026-01-08T20:35:50.830678] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:50.832218] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:35:50.833849] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:50.947601] [DEBUG] [MAG ] SMTC: Last date is validated at 2026-01-08 [2026-01-08T20:35:50.987365] [DEBUG] [MAG ] SRFM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:50.989540] [DEBUG] [MAG ] MRVL: Last date is validated at 2026-01-08 [2026-01-08T20:35:51.068941] [INFO ] [LOCAL ] SRFM: Saved forecast. [2026-01-08T20:35:51.069009] [INFO ] [main ] SRFM: Signal=1 (Conf=90.0%), Magnitude=6.45% (Conf=54.0217%) [2026-01-08T20:35:51.069168] [INFO ] [main ] Fetching symbol history for STE... [2026-01-08T20:35:51.069213] [DEBUG] [REMOTE ] STE: Fetching historical data. [2026-01-08T20:35:51.070625] [INFO ] [main ] Progress: 207/392 forecasts completed (52.8%). SRFM finished in 0.6s. ETA: 31.6s. Rate: 351.01 forecasts/min [2026-01-08T20:35:51.081459] [DEBUG] [REMOTE ] STE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:51.082725] [DEBUG] [LOCAL ] Loaded configuration for STE: 5 features, N/A% accuracy [2026-01-08T20:35:51.082783] [INFO ] [LOCAL ] STE: Loaded 5 optimal features with 48.81% confidence from JSON config [2026-01-08T20:35:51.082817] [DEBUG] [MAG ] Building data for symbol: STE with lookback: 0 [2026-01-08T20:35:51.083850] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:51.083913] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:51.085672] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:51.086276] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:51.086746] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:51.087879] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:35:51.090916] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:51.119692] [DEBUG] [MAG ] SMTC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:51.164295] [DEBUG] [MAG ] MRVL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:51.195405] [DEBUG] [MAG ] EVSD: Last date is validated at 2026-01-08 [2026-01-08T20:35:51.245478] [INFO ] [LOCAL ] SMTC: Saved forecast. [2026-01-08T20:35:51.245545] [INFO ] [main ] SMTC: Signal=1 (Conf=90.0%), Magnitude=-5.69% (Conf=56.7246%) [2026-01-08T20:35:51.245914] [INFO ] [main ] Progress: 208/392 forecasts completed (53.1%). SMTC finished in 0.7s. ETA: 31.5s. Rate: 350.96 forecasts/min [2026-01-08T20:35:51.246037] [INFO ] [main ] Fetching symbol history for PRFZ... [2026-01-08T20:35:51.246079] [DEBUG] [REMOTE ] PRFZ: Fetching historical data. [2026-01-08T20:35:51.259800] [DEBUG] [REMOTE ] PRFZ: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:51.260778] [DEBUG] [LOCAL ] Loaded configuration for PRFZ: 5 features, N/A% accuracy [2026-01-08T20:35:51.260839] [INFO ] [LOCAL ] PRFZ: Loaded 5 optimal features with 64.03% confidence from JSON config [2026-01-08T20:35:51.260871] [DEBUG] [MAG ] Building data for symbol: PRFZ with lookback: 0 [2026-01-08T20:35:51.261739] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:51.261803] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:51.262920] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:51.288804] [INFO ] [LOCAL ] MRVL: Saved forecast. [2026-01-08T20:35:51.288868] [INFO ] [main ] MRVL: Signal=1 (Conf=90.0%), Magnitude=1.79% (Conf=62.3143%) [2026-01-08T20:35:51.289219] [INFO ] [main ] Fetching symbol history for ULTA... [2026-01-08T20:35:51.289274] [DEBUG] [REMOTE ] ULTA: Fetching historical data. [2026-01-08T20:35:51.289650] [INFO ] [main ] Progress: 209/392 forecasts completed (53.3%). MRVL finished in 0.8s. ETA: 31.2s. Rate: 352.22 forecasts/min [2026-01-08T20:35:51.300670] [DEBUG] [REMOTE ] ULTA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:51.301605] [DEBUG] [LOCAL ] Loaded configuration for ULTA: 7 features, N/A% accuracy [2026-01-08T20:35:51.301657] [INFO ] [LOCAL ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config [2026-01-08T20:35:51.301690] [DEBUG] [MAG ] Building data for symbol: ULTA with lookback: 0 [2026-01-08T20:35:51.302447] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:51.302510] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:51.307374] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:51.309305] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:51.309804] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:51.310197] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:51.311055] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:51.311997] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:51.312612] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:51.314705] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:35:51.316134] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:51.318080] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:35:51.320809] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:51.375040] [DEBUG] [MAG ] EVSD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:51.446688] [DEBUG] [MAG ] STE: Last date is validated at 2026-01-08 [2026-01-08T20:35:51.512226] [INFO ] [LOCAL ] EVSD: Saved forecast. [2026-01-08T20:35:51.512293] [INFO ] [main ] EVSD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=27.7051%) [2026-01-08T20:35:51.512779] [INFO ] [main ] Fetching symbol history for VLRS... [2026-01-08T20:35:51.512832] [DEBUG] [REMOTE ] VLRS: Fetching historical data. [2026-01-08T20:35:51.514635] [INFO ] [main ] Progress: 210/392 forecasts completed (53.6%). EVSD finished in 0.8s. ETA: 31.1s. Rate: 351.68 forecasts/min [2026-01-08T20:35:51.524712] [DEBUG] [REMOTE ] VLRS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:51.525665] [DEBUG] [LOCAL ] Loaded configuration for VLRS: 9 features, N/A% accuracy [2026-01-08T20:35:51.525724] [INFO ] [LOCAL ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config [2026-01-08T20:35:51.525757] [DEBUG] [MAG ] Building data for symbol: VLRS with lookback: 0 [2026-01-08T20:35:51.526561] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:51.526645] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:51.531479] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:51.533317] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:51.533825] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:51.534215] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:51.535080] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:51.536032] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:51.610682] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:51.612298] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:51.614956] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:51.624648] [DEBUG] [MAG ] STE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:51.663506] [DEBUG] [MAG ] ULTA: Last date is validated at 2026-01-08 [2026-01-08T20:35:51.670920] [DEBUG] [MAG ] PRFZ: Last date is validated at 2026-01-08 [2026-01-08T20:35:51.737603] [INFO ] [LOCAL ] STE: Saved forecast. [2026-01-08T20:35:51.737678] [INFO ] [main ] STE: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=48.8129%) [2026-01-08T20:35:51.737831] [INFO ] [main ] Fetching symbol history for TRI... [2026-01-08T20:35:51.737874] [DEBUG] [REMOTE ] TRI: Fetching historical data. [2026-01-08T20:35:51.739662] [INFO ] [main ] Progress: 211/392 forecasts completed (53.8%). STE finished in 0.7s. ETA: 30.9s. Rate: 351.15 forecasts/min [2026-01-08T20:35:51.749743] [DEBUG] [REMOTE ] TRI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:51.752294] [DEBUG] [LOCAL ] Loaded configuration for TRI: 4 features, N/A% accuracy [2026-01-08T20:35:51.752346] [INFO ] [LOCAL ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config [2026-01-08T20:35:51.752376] [DEBUG] [MAG ] Building data for symbol: TRI with lookback: 0 [2026-01-08T20:35:51.753161] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:51.753223] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:51.754906] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:51.755406] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:51.756441] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:51.758444] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:51.836114] [DEBUG] [MAG ] ULTA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:51.840483] [DEBUG] [MAG ] PRFZ: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:51.922497] [INFO ] [LOCAL ] PRFZ: Saved forecast. [2026-01-08T20:35:51.922562] [INFO ] [main ] PRFZ: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=64.0327%) [2026-01-08T20:35:51.922914] [INFO ] [main ] Progress: 212/392 forecasts completed (54.1%). PRFZ finished in 0.7s. ETA: 30.8s. Rate: 351.03 forecasts/min [2026-01-08T20:35:51.923036] [INFO ] [main ] Fetching symbol history for HBNC... [2026-01-08T20:35:51.923079] [DEBUG] [REMOTE ] HBNC: Fetching historical data. [2026-01-08T20:35:51.934598] [DEBUG] [REMOTE ] HBNC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:51.935482] [DEBUG] [LOCAL ] Loaded configuration for HBNC: 6 features, N/A% accuracy [2026-01-08T20:35:51.935532] [INFO ] [LOCAL ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config [2026-01-08T20:35:51.935563] [DEBUG] [MAG ] Building data for symbol: HBNC with lookback: 0 [2026-01-08T20:35:51.936346] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:51.936407] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:51.938098] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:51.938642] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:51.939022] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:51.939898] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:51.960520] [DEBUG] [MAG ] VLRS: Last date is validated at 2026-01-08 [2026-01-08T20:35:51.994779] [INFO ] [LOCAL ] ULTA: Saved forecast. [2026-01-08T20:35:51.994845] [INFO ] [main ] ULTA: Signal=1 (Conf=90.0%), Magnitude=1.29% (Conf=63.5582%) [2026-01-08T20:35:51.995208] [INFO ] [main ] Fetching symbol history for LKQ... [2026-01-08T20:35:51.995259] [DEBUG] [REMOTE ] LKQ: Fetching historical data. [2026-01-08T20:35:51.996650] [INFO ] [main ] Progress: 213/392 forecasts completed (54.3%). ULTA finished in 0.7s. ETA: 30.5s. Rate: 351.97 forecasts/min [2026-01-08T20:35:52.005822] [DEBUG] [REMOTE ] LKQ: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:52.007221] [DEBUG] [LOCAL ] Loaded configuration for LKQ: 8 features, N/A% accuracy [2026-01-08T20:35:52.007277] [INFO ] [LOCAL ] LKQ: Loaded 8 optimal features with 57.66% confidence from JSON config [2026-01-08T20:35:52.007307] [DEBUG] [MAG ] Building data for symbol: LKQ with lookback: 0 [2026-01-08T20:35:52.008125] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:52.008188] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:52.012982] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:52.015108] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:52.015674] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:52.016111] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:52.016518] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:52.017387] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:52.019760] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:52.046030] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:52.048695] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:52.057816] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:52.098012] [DEBUG] [MAG ] TRI: Last date is validated at 2026-01-08 [2026-01-08T20:35:52.130377] [DEBUG] [MAG ] VLRS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:52.197919] [INFO ] [LOCAL ] VLRS: Saved forecast. [2026-01-08T20:35:52.197992] [INFO ] [main ] VLRS: Signal=1 (Conf=90.0%), Magnitude=3.67% (Conf=55.0169%) [2026-01-08T20:35:52.198361] [INFO ] [main ] Fetching symbol history for GTY... [2026-01-08T20:35:52.198412] [DEBUG] [REMOTE ] GTY: Fetching historical data. [2026-01-08T20:35:52.199666] [INFO ] [main ] Progress: 214/392 forecasts completed (54.6%). VLRS finished in 0.7s. ETA: 30.4s. Rate: 351.66 forecasts/min [2026-01-08T20:35:52.209679] [DEBUG] [REMOTE ] GTY: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:52.210718] [DEBUG] [LOCAL ] Loaded configuration for GTY: 4 features, N/A% accuracy [2026-01-08T20:35:52.210770] [INFO ] [LOCAL ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config [2026-01-08T20:35:52.210800] [DEBUG] [MAG ] Building data for symbol: GTY with lookback: 0 [2026-01-08T20:35:52.211557] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:52.211636] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:52.216363] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:52.218151] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:52.218683] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:52.221958] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:52.266967] [DEBUG] [MAG ] TRI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:52.383546] [DEBUG] [MAG ] HBNC: Last date is validated at 2026-01-08 [2026-01-08T20:35:52.394186] [INFO ] [LOCAL ] TRI: Saved forecast. [2026-01-08T20:35:52.394256] [INFO ] [main ] TRI: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=57.2798%) [2026-01-08T20:35:52.394650] [INFO ] [main ] Fetching symbol history for PEG... [2026-01-08T20:35:52.394718] [DEBUG] [REMOTE ] PEG: Fetching historical data. [2026-01-08T20:35:52.396644] [INFO ] [main ] Progress: 215/392 forecasts completed (54.8%). TRI finished in 0.7s. ETA: 30.2s. Rate: 351.40 forecasts/min [2026-01-08T20:35:52.400835] [DEBUG] [MAG ] LKQ: Last date is validated at 2026-01-08 [2026-01-08T20:35:52.406515] [DEBUG] [REMOTE ] PEG: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:52.407470] [DEBUG] [LOCAL ] Loaded configuration for PEG: 4 features, N/A% accuracy [2026-01-08T20:35:52.407529] [INFO ] [LOCAL ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config [2026-01-08T20:35:52.407562] [DEBUG] [MAG ] Building data for symbol: PEG with lookback: 0 [2026-01-08T20:35:52.408406] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:52.408466] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:52.413267] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:52.415799] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:52.416620] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:52.419312] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:52.557124] [DEBUG] [MAG ] HBNC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:52.564567] [DEBUG] [MAG ] GTY: Last date is validated at 2026-01-08 [2026-01-08T20:35:52.577878] [DEBUG] [MAG ] LKQ: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:52.623496] [INFO ] [LOCAL ] HBNC: Saved forecast. [2026-01-08T20:35:52.623560] [INFO ] [main ] HBNC: Signal=1 (Conf=90.0%), Magnitude=3.21% (Conf=53.0749%) [2026-01-08T20:35:52.623957] [INFO ] [main ] Progress: 216/392 forecasts completed (55.1%). HBNC finished in 0.7s. ETA: 30.1s. Rate: 350.87 forecasts/min [2026-01-08T20:35:52.624102] [INFO ] [main ] Fetching symbol history for MGA... [2026-01-08T20:35:52.624146] [DEBUG] [REMOTE ] MGA: Fetching historical data. [2026-01-08T20:35:52.635987] [DEBUG] [REMOTE ] MGA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:52.636980] [DEBUG] [LOCAL ] Loaded configuration for MGA: 4 features, N/A% accuracy [2026-01-08T20:35:52.637033] [INFO ] [LOCAL ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config [2026-01-08T20:35:52.637064] [DEBUG] [MAG ] Building data for symbol: MGA with lookback: 0 [2026-01-08T20:35:52.637852] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:52.637913] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:52.674882] [INFO ] [LOCAL ] LKQ: Saved forecast. [2026-01-08T20:35:52.674950] [INFO ] [main ] LKQ: Signal=1 (Conf=90.0%), Magnitude=3.55% (Conf=57.6575%) [2026-01-08T20:35:52.675112] [INFO ] [main ] Fetching symbol history for VCSH... [2026-01-08T20:35:52.675167] [DEBUG] [REMOTE ] VCSH: Fetching historical data. [2026-01-08T20:35:52.675878] [INFO ] [main ] Progress: 217/392 forecasts completed (55.4%). LKQ finished in 0.7s. ETA: 29.8s. Rate: 352.00 forecasts/min [2026-01-08T20:35:52.686278] [DEBUG] [REMOTE ] VCSH: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:52.687172] [DEBUG] [LOCAL ] Loaded configuration for VCSH: 5 features, N/A% accuracy [2026-01-08T20:35:52.687142] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:52.687225] [INFO ] [LOCAL ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config [2026-01-08T20:35:52.687258] [DEBUG] [MAG ] Building data for symbol: VCSH with lookback: 0 [2026-01-08T20:35:52.688052] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:52.688115] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:52.690304] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-08T20:35:52.691698] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-08T20:35:52.692820] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:52.693105] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:52.694876] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:52.695363] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:52.695772] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:52.696485] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:52.735150] [DEBUG] [MAG ] GTY: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:52.793123] [DEBUG] [MAG ] PEG: Last date is validated at 2026-01-08 [2026-01-08T20:35:52.804180] [INFO ] [LOCAL ] GTY: Saved forecast. [2026-01-08T20:35:52.804252] [INFO ] [main ] GTY: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=59.6899%) [2026-01-08T20:35:52.804608] [INFO ] [main ] Fetching symbol history for FNKO... [2026-01-08T20:35:52.804659] [DEBUG] [REMOTE ] FNKO: Fetching historical data. [2026-01-08T20:35:52.804645] [INFO ] [main ] Progress: 218/392 forecasts completed (55.6%). GTY finished in 0.6s. ETA: 29.6s. Rate: 352.39 forecasts/min [2026-01-08T20:35:52.816212] [DEBUG] [REMOTE ] FNKO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:52.817152] [DEBUG] [LOCAL ] Loaded configuration for FNKO: 4 features, N/A% accuracy [2026-01-08T20:35:52.817203] [INFO ] [LOCAL ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config [2026-01-08T20:35:52.817234] [DEBUG] [MAG ] Building data for symbol: FNKO with lookback: 0 [2026-01-08T20:35:52.818013] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:52.818081] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:52.934588] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:52.935517] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:52.936182] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:35:52.940220] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:52.980480] [DEBUG] [MAG ] PEG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:53.034673] [DEBUG] [MAG ] MGA: Last date is validated at 2026-01-08 [2026-01-08T20:35:53.044911] [DEBUG] [MAG ] VCSH: Last date is validated at 2026-01-08 [2026-01-08T20:35:53.079289] [INFO ] [LOCAL ] PEG: Saved forecast. [2026-01-08T20:35:53.079358] [INFO ] [main ] PEG: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=58.5019%) [2026-01-08T20:35:53.079530] [INFO ] [main ] Fetching symbol history for PUBM... [2026-01-08T20:35:53.079600] [DEBUG] [REMOTE ] PUBM: Fetching historical data. [2026-01-08T20:35:53.080798] [INFO ] [main ] Progress: 219/392 forecasts completed (55.9%). PEG finished in 0.7s. ETA: 29.5s. Rate: 351.39 forecasts/min [2026-01-08T20:35:53.093604] [DEBUG] [REMOTE ] PUBM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:53.094629] [DEBUG] [LOCAL ] Loaded configuration for PUBM: 4 features, N/A% accuracy [2026-01-08T20:35:53.095059] [INFO ] [LOCAL ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config [2026-01-08T20:35:53.095112] [DEBUG] [MAG ] Building data for symbol: PUBM with lookback: 0 [2026-01-08T20:35:53.095964] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:53.096026] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:53.098158] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:53.098767] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:53.099222] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:53.206053] [DEBUG] [MAG ] MGA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:53.219184] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:53.219722] [DEBUG] [MAG ] VCSH: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:53.276864] [INFO ] [LOCAL ] VCSH: Saved forecast. [2026-01-08T20:35:53.276932] [INFO ] [main ] VCSH: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=54.9399%) [2026-01-08T20:35:53.277305] [INFO ] [main ] Fetching symbol history for NXC... [2026-01-08T20:35:53.277360] [DEBUG] [REMOTE ] NXC: Fetching historical data. [2026-01-08T20:35:53.277335] [INFO ] [main ] Progress: 220/392 forecasts completed (56.1%). VCSH finished in 0.6s. ETA: 29.4s. Rate: 351.15 forecasts/min [2026-01-08T20:35:53.283907] [DEBUG] [MAG ] FNKO: Last date is validated at 2026-01-08 [2026-01-08T20:35:53.287734] [DEBUG] [REMOTE ] NXC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:53.288879] [DEBUG] [LOCAL ] Loaded configuration for NXC: 9 features, N/A% accuracy [2026-01-08T20:35:53.288944] [INFO ] [LOCAL ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config [2026-01-08T20:35:53.288985] [DEBUG] [MAG ] Building data for symbol: NXC with lookback: 0 [2026-01-08T20:35:53.289950] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:53.290027] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:53.292963] [INFO ] [LOCAL ] MGA: Saved forecast. [2026-01-08T20:35:53.293029] [INFO ] [main ] MGA: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=64.553%) [2026-01-08T20:35:53.293391] [INFO ] [main ] Progress: 221/392 forecasts completed (56.4%). MGA finished in 0.7s. ETA: 29.1s. Rate: 352.60 forecasts/min [2026-01-08T20:35:53.293518] [INFO ] [main ] Fetching symbol history for HOMB... [2026-01-08T20:35:53.293583] [DEBUG] [REMOTE ] HOMB: Fetching historical data. [2026-01-08T20:35:53.294995] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:53.295871] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:53.296438] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:53.298197] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:53.298770] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:53.299801] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:53.301478] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:53.302519] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:53.303205] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:53.304918] [DEBUG] [REMOTE ] HOMB: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:53.305929] [DEBUG] [LOCAL ] Loaded configuration for HOMB: 10 features, N/A% accuracy [2026-01-08T20:35:53.305981] [INFO ] [LOCAL ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config [2026-01-08T20:35:53.306348] [DEBUG] [MAG ] Building data for symbol: HOMB with lookback: 0 [2026-01-08T20:35:53.307141] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-08T20:35:53.307205] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:53.308006] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:53.417634] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:53.419654] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:53.420878] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-08T20:35:53.422066] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:53.423789] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:53.424255] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:53.425402] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:53.427489] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-08T20:35:53.429202] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:53.452126] [DEBUG] [MAG ] FNKO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:53.518117] [INFO ] [LOCAL ] FNKO: Saved forecast. [2026-01-08T20:35:53.518182] [INFO ] [main ] FNKO: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=51.7373%) [2026-01-08T20:35:53.518368] [INFO ] [main ] Fetching symbol history for LCII... [2026-01-08T20:35:53.518415] [DEBUG] [REMOTE ] LCII: Fetching historical data. [2026-01-08T20:35:53.518995] [INFO ] [main ] Progress: 222/392 forecasts completed (56.6%). FNKO finished in 0.7s. ETA: 29.0s. Rate: 352.08 forecasts/min [2026-01-08T20:35:53.530083] [DEBUG] [REMOTE ] LCII: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:53.531214] [DEBUG] [LOCAL ] Loaded configuration for LCII: 7 features, N/A% accuracy [2026-01-08T20:35:53.531266] [INFO ] [LOCAL ] LCII: Loaded 7 optimal features with 43.66% confidence from JSON config [2026-01-08T20:35:53.531297] [DEBUG] [MAG ] Building data for symbol: LCII with lookback: 0 [2026-01-08T20:35:53.532275] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:53.532336] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:53.537799] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:53.539543] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:53.540048] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:53.540450] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:53.542762] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:53.544726] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:53.547877] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:53.589018] [DEBUG] [MAG ] PUBM: Last date is validated at 2026-01-08 [2026-01-08T20:35:53.654490] [DEBUG] [MAG ] NXC: Last date is validated at 2026-01-08 [2026-01-08T20:35:53.773109] [DEBUG] [MAG ] HOMB: Last date is validated at 2026-01-08 [2026-01-08T20:35:53.775351] [DEBUG] [MAG ] PUBM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:53.828408] [DEBUG] [MAG ] NXC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:53.854053] [INFO ] [LOCAL ] PUBM: Saved forecast. [2026-01-08T20:35:53.854135] [INFO ] [main ] PUBM: Signal=1 (Conf=90.0%), Magnitude=-5.16% (Conf=44.1431%) [2026-01-08T20:35:53.854540] [INFO ] [main ] Fetching symbol history for NAAS... [2026-01-08T20:35:53.854618] [DEBUG] [REMOTE ] NAAS: Fetching historical data. [2026-01-08T20:35:53.854654] [INFO ] [main ] Progress: 223/392 forecasts completed (56.9%). PUBM finished in 0.8s. ETA: 28.9s. Rate: 350.56 forecasts/min [2026-01-08T20:35:53.866117] [DEBUG] [REMOTE ] NAAS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:53.867097] [DEBUG] [LOCAL ] Loaded configuration for NAAS: 5 features, N/A% accuracy [2026-01-08T20:35:53.867151] [INFO ] [LOCAL ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config [2026-01-08T20:35:53.867183] [DEBUG] [MAG ] Building data for symbol: NAAS with lookback: 0 [2026-01-08T20:35:53.868035] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:53.868099] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:53.873186] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:53.875148] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:53.875661] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:53.876061] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:53.877003] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:53.889284] [INFO ] [LOCAL ] NXC: Saved forecast. [2026-01-08T20:35:53.889352] [INFO ] [main ] NXC: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=38.2694%) [2026-01-08T20:35:53.889534] [INFO ] [main ] Fetching symbol history for LCNB... [2026-01-08T20:35:53.889753] [DEBUG] [REMOTE ] LCNB: Fetching historical data. [2026-01-08T20:35:53.890703] [INFO ] [main ] Progress: 224/392 forecasts completed (57.1%). NXC finished in 0.6s. ETA: 28.7s. Rate: 351.80 forecasts/min [2026-01-08T20:35:53.900358] [DEBUG] [REMOTE ] LCNB: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:53.902012] [DEBUG] [LOCAL ] Loaded configuration for LCNB: 8 features, N/A% accuracy [2026-01-08T20:35:53.902064] [INFO ] [LOCAL ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config [2026-01-08T20:35:53.902097] [DEBUG] [MAG ] Building data for symbol: LCNB with lookback: 0 [2026-01-08T20:35:53.902876] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:53.902940] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:53.907676] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:53.909468] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:53.909970] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:53.910416] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:53.910830] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:53.912806] [DEBUG] [MAG ] LCII: Last date is validated at 2026-01-08 [2026-01-08T20:35:53.913354] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:35:53.944232] [DEBUG] [MAG ] HOMB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:54.022043] [INFO ] [LOCAL ] HOMB: Saved forecast. [2026-01-08T20:35:54.022110] [INFO ] [main ] HOMB: Signal=1 (Conf=90.0%), Magnitude=2.04% (Conf=56.0922%) [2026-01-08T20:35:54.022476] [INFO ] [main ] Fetching symbol history for SUNS... [2026-01-08T20:35:54.022530] [DEBUG] [REMOTE ] SUNS: Fetching historical data. [2026-01-08T20:35:54.022669] [INFO ] [main ] Progress: 225/392 forecasts completed (57.4%). HOMB finished in 0.7s. ETA: 28.5s. Rate: 352.15 forecasts/min [2026-01-08T20:35:54.024364] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:54.026010] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:54.036220] [DEBUG] [REMOTE ] SUNS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:54.037168] [DEBUG] [LOCAL ] Loaded configuration for SUNS: 3 features, N/A% accuracy [2026-01-08T20:35:54.037219] [INFO ] [LOCAL ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config [2026-01-08T20:35:54.037250] [DEBUG] [MAG ] Building data for symbol: SUNS with lookback: 0 [2026-01-08T20:35:54.038048] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:54.038107] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:54.042889] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:54.043689] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:54.044231] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:54.080674] [DEBUG] [MAG ] LCII: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:54.192742] [INFO ] [LOCAL ] LCII: Saved forecast. [2026-01-08T20:35:54.192809] [INFO ] [main ] LCII: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=43.6611%) [2026-01-08T20:35:54.192973] [INFO ] [main ] Fetching symbol history for WBX... [2026-01-08T20:35:54.193016] [DEBUG] [REMOTE ] WBX: Fetching historical data. [2026-01-08T20:35:54.195185] [INFO ] [main ] Progress: 226/392 forecasts completed (57.7%). LCII finished in 0.7s. ETA: 28.3s. Rate: 352.13 forecasts/min [2026-01-08T20:35:54.205414] [DEBUG] [REMOTE ] WBX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:54.207257] [DEBUG] [LOCAL ] Loaded configuration for WBX: 2 features, N/A% accuracy [2026-01-08T20:35:54.207309] [INFO ] [LOCAL ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config [2026-01-08T20:35:54.207340] [DEBUG] [MAG ] Building data for symbol: WBX with lookback: 0 [2026-01-08T20:35:54.208355] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:54.208421] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:54.213778] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:54.214477] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:54.244696] [DEBUG] [MAG ] NAAS: Last date is validated at 2026-01-08 [2026-01-08T20:35:54.373237] [DEBUG] [MAG ] LCNB: Last date is validated at 2026-01-08 [2026-01-08T20:35:54.382653] [DEBUG] [MAG ] SUNS: Last date is validated at 2026-01-08 [2026-01-08T20:35:54.430007] [DEBUG] [MAG ] NAAS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:54.518806] [INFO ] [LOCAL ] NAAS: Saved forecast. [2026-01-08T20:35:54.518875] [INFO ] [main ] NAAS: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=43.6884%) [2026-01-08T20:35:54.519042] [INFO ] [main ] Fetching symbol history for QYLG... [2026-01-08T20:35:54.519088] [DEBUG] [REMOTE ] QYLG: Fetching historical data. [2026-01-08T20:35:54.520660] [INFO ] [main ] Progress: 227/392 forecasts completed (57.9%). NAAS finished in 0.7s. ETA: 28.2s. Rate: 350.72 forecasts/min [2026-01-08T20:35:54.531209] [DEBUG] [REMOTE ] QYLG: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:54.532192] [DEBUG] [LOCAL ] Loaded configuration for QYLG: 8 features, N/A% accuracy [2026-01-08T20:35:54.532244] [INFO ] [LOCAL ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config [2026-01-08T20:35:54.532275] [DEBUG] [MAG ] Building data for symbol: QYLG with lookback: 0 [2026-01-08T20:35:54.533135] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:54.533200] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:54.538542] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:54.540783] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:54.541302] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:54.541917] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:54.544371] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:54.550397] [DEBUG] [MAG ] LCNB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:54.555789] [DEBUG] [MAG ] SUNS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:54.562940] [DEBUG] [MAG ] WBX: Last date is validated at 2026-01-08 [2026-01-08T20:35:54.601256] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:54.602197] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:54.603259] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:54.620552] [INFO ] [LOCAL ] SUNS: Saved forecast. [2026-01-08T20:35:54.620828] [INFO ] [main ] SUNS: Signal=1 (Conf=90.0%), Magnitude=2.00% (Conf=62.9295%) [2026-01-08T20:35:54.621162] [INFO ] [main ] Fetching symbol history for NABL... [2026-01-08T20:35:54.621211] [DEBUG] [REMOTE ] NABL: Fetching historical data. [2026-01-08T20:35:54.621843] [INFO ] [main ] Progress: 228/392 forecasts completed (58.2%). SUNS finished in 0.6s. ETA: 28.0s. Rate: 351.35 forecasts/min [2026-01-08T20:35:54.621943] [INFO ] [LOCAL ] LCNB: Saved forecast. [2026-01-08T20:35:54.622017] [INFO ] [main ] LCNB: Signal=1 (Conf=90.0%), Magnitude=1.82% (Conf=60.5229%) [2026-01-08T20:35:54.622451] [INFO ] [main ] Fetching symbol history for TSDD... [2026-01-08T20:35:54.622516] [DEBUG] [REMOTE ] TSDD: Fetching historical data. [2026-01-08T20:35:54.622613] [INFO ] [main ] Progress: 229/392 forecasts completed (58.4%). LCNB finished in 0.7s. ETA: 27.7s. Rate: 352.89 forecasts/min [2026-01-08T20:35:54.634537] [DEBUG] [REMOTE ] NABL: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:54.635489] [DEBUG] [REMOTE ] TSDD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:54.636134] [DEBUG] [LOCAL ] Loaded configuration for NABL: 6 features, N/A% accuracy [2026-01-08T20:35:54.636192] [INFO ] [LOCAL ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config [2026-01-08T20:35:54.636224] [DEBUG] [MAG ] Building data for symbol: NABL with lookback: 0 [2026-01-08T20:35:54.637005] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:54.637065] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:54.637924] [DEBUG] [LOCAL ] Loaded configuration for TSDD: 6 features, N/A% accuracy [2026-01-08T20:35:54.637978] [INFO ] [LOCAL ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config [2026-01-08T20:35:54.638011] [DEBUG] [MAG ] Building data for symbol: TSDD with lookback: 0 [2026-01-08T20:35:54.638770] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:54.638837] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:54.638911] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:54.639260] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:54.639667] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:54.643904] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:54.646168] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:54.646682] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:54.647083] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:54.649518] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:35:54.653492] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:54.689673] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:54.690909] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:35:54.691563] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:54.738599] [DEBUG] [MAG ] WBX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:54.820212] [INFO ] [LOCAL ] WBX: Saved forecast. [2026-01-08T20:35:54.820286] [INFO ] [main ] WBX: Signal=1 (Conf=90.0%), Magnitude=3.18% (Conf=65.8947%) [2026-01-08T20:35:54.820863] [INFO ] [main ] Progress: 230/392 forecasts completed (58.7%). WBX finished in 0.6s. ETA: 27.6s. Rate: 352.63 forecasts/min [2026-01-08T20:35:54.820994] [INFO ] [main ] Fetching symbol history for ARBB... [2026-01-08T20:35:54.821036] [DEBUG] [REMOTE ] ARBB: Fetching historical data. [2026-01-08T20:35:54.834292] [DEBUG] [REMOTE ] ARBB: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:54.835555] [DEBUG] [LOCAL ] Loaded configuration for ARBB: 10 features, N/A% accuracy [2026-01-08T20:35:54.835637] [INFO ] [LOCAL ] ARBB: Loaded 10 optimal features with 40.52% confidence from JSON config [2026-01-08T20:35:54.835671] [DEBUG] [MAG ] Building data for symbol: ARBB with lookback: 0 [2026-01-08T20:35:54.836505] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-08T20:35:54.836569] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:54.841395] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:54.843153] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:54.843654] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:54.844088] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:54.844473] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:54.921127] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:54.922249] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:35:54.924316] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:35:54.925106] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:35:54.929089] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:54.980475] [DEBUG] [MAG ] QYLG: Last date is validated at 2026-01-08 [2026-01-08T20:35:55.009773] [DEBUG] [MAG ] TSDD: Last date is validated at 2026-01-08 [2026-01-08T20:35:55.034068] [DEBUG] [MAG ] NABL: Last date is validated at 2026-01-08 [2026-01-08T20:35:55.159002] [DEBUG] [MAG ] QYLG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:55.181439] [DEBUG] [MAG ] TSDD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:55.201542] [DEBUG] [MAG ] NABL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:55.230036] [INFO ] [LOCAL ] QYLG: Saved forecast. [2026-01-08T20:35:55.230107] [INFO ] [main ] QYLG: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=51.1181%) [2026-01-08T20:35:55.230480] [INFO ] [main ] Fetching symbol history for SHY... [2026-01-08T20:35:55.230532] [DEBUG] [REMOTE ] SHY: Fetching historical data. [2026-01-08T20:35:55.231658] [INFO ] [main ] Progress: 231/392 forecasts completed (58.9%). QYLG finished in 0.7s. ETA: 27.6s. Rate: 350.49 forecasts/min [2026-01-08T20:35:55.243284] [DEBUG] [REMOTE ] SHY: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:55.244225] [DEBUG] [LOCAL ] Loaded configuration for SHY: 9 features, N/A% accuracy [2026-01-08T20:35:55.244277] [INFO ] [LOCAL ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config [2026-01-08T20:35:55.244310] [DEBUG] [MAG ] Building data for symbol: SHY with lookback: 0 [2026-01-08T20:35:55.245124] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:35:55.245190] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:55.247332] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:55.248088] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:55.249210] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:55.253914] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:55.254983] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:35:55.255680] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:35:55.256411] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:55.257534] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:55.259632] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:55.269407] [INFO ] [LOCAL ] NABL: Saved forecast. [2026-01-08T20:35:55.269476] [INFO ] [main ] NABL: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=50.1663%) [2026-01-08T20:35:55.270004] [INFO ] [main ] Fetching symbol history for VEEE... [2026-01-08T20:35:55.270056] [DEBUG] [REMOTE ] VEEE: Fetching historical data. [2026-01-08T20:35:55.270664] [INFO ] [main ] Progress: 232/392 forecasts completed (59.2%). NABL finished in 0.6s. ETA: 27.3s. Rate: 351.66 forecasts/min [2026-01-08T20:35:55.278217] [DEBUG] [MAG ] ARBB: Last date is validated at 2026-01-08 [2026-01-08T20:35:55.282404] [DEBUG] [REMOTE ] VEEE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:55.283624] [DEBUG] [LOCAL ] Loaded configuration for VEEE: 5 features, N/A% accuracy [2026-01-08T20:35:55.283678] [INFO ] [LOCAL ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config [2026-01-08T20:35:55.283710] [DEBUG] [MAG ] Building data for symbol: VEEE with lookback: 0 [2026-01-08T20:35:55.284505] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:55.284592] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:55.287041] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:55.345646] [INFO ] [LOCAL ] TSDD: Saved forecast. [2026-01-08T20:35:55.345716] [INFO ] [main ] TSDD: Signal=1 (Conf=90.0%), Magnitude=4.71% (Conf=58.5843%) [2026-01-08T20:35:55.346273] [INFO ] [main ] Fetching symbol history for INTC... [2026-01-08T20:35:55.346323] [DEBUG] [REMOTE ] INTC: Fetching historical data. [2026-01-08T20:35:55.347654] [INFO ] [main ] Progress: 233/392 forecasts completed (59.4%). TSDD finished in 0.7s. ETA: 27.1s. Rate: 352.49 forecasts/min [2026-01-08T20:35:55.358239] [DEBUG] [REMOTE ] INTC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:55.359125] [DEBUG] [LOCAL ] Loaded configuration for INTC: 7 features, N/A% accuracy [2026-01-08T20:35:55.359182] [INFO ] [LOCAL ] INTC: Loaded 7 optimal features with 55.10% confidence from JSON config [2026-01-08T20:35:55.359213] [DEBUG] [MAG ] Building data for symbol: INTC with lookback: 0 [2026-01-08T20:35:55.360042] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:55.360104] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:55.365320] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:55.366494] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:55.368054] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:35:55.369002] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:35:55.371884] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:55.406538] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:55.408017] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:55.408759] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:55.410651] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:35:55.411395] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-08T20:35:55.413143] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:55.455715] [DEBUG] [MAG ] ARBB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:55.555018] [INFO ] [LOCAL ] ARBB: Saved forecast. [2026-01-08T20:35:55.555085] [INFO ] [main ] ARBB: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=40.5193%) [2026-01-08T20:35:55.555928] [INFO ] [main ] Progress: 234/392 forecasts completed (59.7%). ARBB finished in 0.7s. ETA: 26.9s. Rate: 352.15 forecasts/min [2026-01-08T20:35:55.555244] [INFO ] [main ] Fetching symbol history for OCGN... [2026-01-08T20:35:55.558786] [DEBUG] [REMOTE ] OCGN: Fetching historical data. [2026-01-08T20:35:55.570275] [DEBUG] [REMOTE ] OCGN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:55.571276] [DEBUG] [LOCAL ] Loaded configuration for OCGN: 4 features, N/A% accuracy [2026-01-08T20:35:55.571332] [INFO ] [LOCAL ] OCGN: Loaded 4 optimal features with 42.01% confidence from JSON config [2026-01-08T20:35:55.571365] [DEBUG] [MAG ] Building data for symbol: OCGN with lookback: 0 [2026-01-08T20:35:55.572169] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:55.572230] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:55.586352] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:55.587925] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-08T20:35:55.589436] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:55.590629] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:55.621810] [DEBUG] [MAG ] SHY: Last date is validated at 2026-01-08 [2026-01-08T20:35:55.716274] [DEBUG] [MAG ] VEEE: Last date is validated at 2026-01-08 [2026-01-08T20:35:55.766160] [DEBUG] [MAG ] INTC: Last date is validated at 2026-01-08 [2026-01-08T20:35:55.803938] [DEBUG] [MAG ] SHY: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:55.867315] [INFO ] [LOCAL ] SHY: Saved forecast. [2026-01-08T20:35:55.867387] [INFO ] [main ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=44.8688%) [2026-01-08T20:35:55.867548] [INFO ] [main ] Fetching symbol history for HOLO... [2026-01-08T20:35:55.867614] [DEBUG] [REMOTE ] HOLO: Fetching historical data. [2026-01-08T20:35:55.867857] [INFO ] [main ] Progress: 235/392 forecasts completed (59.9%). SHY finished in 0.6s. ETA: 26.8s. Rate: 350.91 forecasts/min [2026-01-08T20:35:55.882662] [DEBUG] [REMOTE ] HOLO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:55.883730] [DEBUG] [LOCAL ] Loaded configuration for HOLO: 5 features, N/A% accuracy [2026-01-08T20:35:55.883784] [INFO ] [LOCAL ] HOLO: Loaded 5 optimal features with 37.88% confidence from JSON config [2026-01-08T20:35:55.883825] [DEBUG] [MAG ] Building data for symbol: HOLO with lookback: 0 [2026-01-08T20:35:55.884836] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:55.884899] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:55.887011] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:55.887544] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:55.887964] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:55.888933] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:55.888882] [DEBUG] [MAG ] VEEE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:55.890547] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:55.942615] [DEBUG] [MAG ] INTC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:55.961477] [INFO ] [LOCAL ] VEEE: Saved forecast. [2026-01-08T20:35:55.961542] [INFO ] [main ] VEEE: Signal=1 (Conf=90.0%), Magnitude=1.78% (Conf=59.5977%) [2026-01-08T20:35:55.961911] [INFO ] [main ] Fetching symbol history for BGLC... [2026-01-08T20:35:55.961961] [DEBUG] [REMOTE ] BGLC: Fetching historical data. [2026-01-08T20:35:55.962658] [INFO ] [main ] Progress: 236/392 forecasts completed (60.2%). VEEE finished in 0.7s. ETA: 26.6s. Rate: 351.58 forecasts/min [2026-01-08T20:35:55.973147] [DEBUG] [REMOTE ] BGLC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:55.974165] [DEBUG] [LOCAL ] Loaded configuration for BGLC: 11 features, N/A% accuracy [2026-01-08T20:35:55.974216] [INFO ] [LOCAL ] BGLC: Loaded 11 optimal features with 56.40% confidence from JSON config [2026-01-08T20:35:55.974247] [DEBUG] [MAG ] Building data for symbol: BGLC with lookback: 0 [2026-01-08T20:35:55.975064] [DEBUG] [FEATURES ] DataBuilder: Executing 11 feature methods. [2026-01-08T20:35:55.975129] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:55.979958] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:55.981759] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:55.982545] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:55.982991] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:55.983374] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:55.984125] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:55.986398] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:55.987209] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:55.988433] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:55.989090] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:55.990477] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:56.022138] [DEBUG] [MAG ] OCGN: Last date is validated at 2026-01-08 [2026-01-08T20:35:56.037434] [INFO ] [LOCAL ] INTC: Saved forecast. [2026-01-08T20:35:56.037500] [INFO ] [main ] INTC: Signal=1 (Conf=90.0%), Magnitude=-2.21% (Conf=55.1025%) [2026-01-08T20:35:56.037848] [INFO ] [main ] Fetching symbol history for REFI... [2026-01-08T20:35:56.037901] [DEBUG] [REMOTE ] REFI: Fetching historical data. [2026-01-08T20:35:56.038693] [INFO ] [main ] Progress: 237/392 forecasts completed (60.5%). INTC finished in 0.7s. ETA: 26.4s. Rate: 352.40 forecasts/min [2026-01-08T20:35:56.049106] [DEBUG] [REMOTE ] REFI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:56.049972] [DEBUG] [LOCAL ] Loaded configuration for REFI: 10 features, N/A% accuracy [2026-01-08T20:35:56.050024] [INFO ] [LOCAL ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config [2026-01-08T20:35:56.050066] [DEBUG] [MAG ] Building data for symbol: REFI with lookback: 0 [2026-01-08T20:35:56.050873] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-08T20:35:56.050938] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:56.055681] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:56.057447] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:56.057958] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:56.058382] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:56.060041] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:56.100107] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:56.101758] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:35:56.102466] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:35:56.105595] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:56.107327] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:56.193492] [DEBUG] [MAG ] OCGN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:56.250925] [DEBUG] [MAG ] HOLO: Last date is validated at 2026-01-08 [2026-01-08T20:35:56.319020] [INFO ] [LOCAL ] OCGN: Saved forecast. [2026-01-08T20:35:56.319087] [INFO ] [main ] OCGN: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=42.0134%) [2026-01-08T20:35:56.319418] [INFO ] [main ] Fetching symbol history for FLYE... [2026-01-08T20:35:56.319474] [DEBUG] [REMOTE ] FLYE: Fetching historical data. [2026-01-08T20:35:56.319674] [INFO ] [main ] Progress: 238/392 forecasts completed (60.7%). OCGN finished in 0.8s. ETA: 26.3s. Rate: 351.44 forecasts/min [2026-01-08T20:35:56.331799] [DEBUG] [REMOTE ] FLYE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:56.333297] [DEBUG] [LOCAL ] Loaded configuration for FLYE: 4 features, N/A% accuracy [2026-01-08T20:35:56.333359] [INFO ] [LOCAL ] FLYE: Loaded 4 optimal features with 34.76% confidence from JSON config [2026-01-08T20:35:56.333390] [DEBUG] [MAG ] Building data for symbol: FLYE with lookback: 0 [2026-01-08T20:35:56.334438] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:56.334499] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:56.339517] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:56.340405] [DEBUG] [MAG ] BGLC: Last date is validated at 2026-01-08 [2026-01-08T20:35:56.341728] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:56.342209] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:56.342620] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:56.440247] [DEBUG] [MAG ] HOLO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:56.457011] [DEBUG] [MAG ] REFI: Last date is validated at 2026-01-08 [2026-01-08T20:35:56.524191] [DEBUG] [MAG ] BGLC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:56.622913] [INFO ] [LOCAL ] HOLO: Saved forecast. [2026-01-08T20:35:56.622983] [INFO ] [main ] HOLO: Signal=1 (Conf=90.0%), Magnitude=-44.39% (Conf=37.878%) [2026-01-08T20:35:56.623153] [INFO ] [main ] Fetching symbol history for VAC... [2026-01-08T20:35:56.623200] [DEBUG] [REMOTE ] VAC: Fetching historical data. [2026-01-08T20:35:56.624668] [INFO ] [main ] Progress: 239/392 forecasts completed (61.0%). HOLO finished in 0.8s. ETA: 26.2s. Rate: 350.29 forecasts/min [2026-01-08T20:35:56.634698] [DEBUG] [MAG ] REFI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:56.634848] [DEBUG] [REMOTE ] VAC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:56.636024] [DEBUG] [LOCAL ] Loaded configuration for VAC: 4 features, N/A% accuracy [2026-01-08T20:35:56.636079] [INFO ] [LOCAL ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config [2026-01-08T20:35:56.636111] [DEBUG] [MAG ] Building data for symbol: VAC with lookback: 0 [2026-01-08T20:35:56.636933] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:56.636998] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:35:56.637888] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:35:56.638728] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:35:56.639413] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:56.641150] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:56.689503] [DEBUG] [MAG ] FLYE: Last date is validated at 2026-01-08 [2026-01-08T20:35:56.705668] [INFO ] [LOCAL ] REFI: Saved forecast. [2026-01-08T20:35:56.705735] [INFO ] [main ] REFI: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=49.3732%) [2026-01-08T20:35:56.706091] [INFO ] [main ] Progress: 240/392 forecasts completed (61.2%). REFI finished in 0.7s. ETA: 26.0s. Rate: 351.05 forecasts/min [2026-01-08T20:35:56.706220] [INFO ] [main ] Fetching symbol history for BANX... [2026-01-08T20:35:56.706261] [DEBUG] [REMOTE ] BANX: Fetching historical data. [2026-01-08T20:35:56.716802] [DEBUG] [REMOTE ] BANX: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:56.717724] [DEBUG] [LOCAL ] Loaded configuration for BANX: 8 features, N/A% accuracy [2026-01-08T20:35:56.717781] [INFO ] [LOCAL ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config [2026-01-08T20:35:56.717813] [DEBUG] [MAG ] Building data for symbol: BANX with lookback: 0 [2026-01-08T20:35:56.718646] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:35:56.718711] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:56.720482] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:56.721117] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:56.721524] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:56.722326] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:56.723079] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:56.725854] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:56.730402] [INFO ] [LOCAL ] BGLC: Saved forecast. [2026-01-08T20:35:56.730474] [INFO ] [main ] BGLC: Signal=1 (Conf=90.0%), Magnitude=-11.96% (Conf=56.3977%) [2026-01-08T20:35:56.730634] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:35:56.730871] [INFO ] [main ] Progress: 241/392 forecasts completed (61.5%). BGLC finished in 0.8s. ETA: 25.7s. Rate: 352.30 forecasts/min [2026-01-08T20:35:56.731000] [INFO ] [main ] Fetching symbol history for NVTS... [2026-01-08T20:35:56.731043] [DEBUG] [REMOTE ] NVTS: Fetching historical data. [2026-01-08T20:35:56.732247] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:56.743503] [DEBUG] [REMOTE ] NVTS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:56.745069] [DEBUG] [LOCAL ] Loaded configuration for NVTS: 4 features, N/A% accuracy [2026-01-08T20:35:56.745129] [INFO ] [LOCAL ] NVTS: Loaded 4 optimal features with 53.50% confidence from JSON config [2026-01-08T20:35:56.745159] [DEBUG] [MAG ] Building data for symbol: NVTS with lookback: 0 [2026-01-08T20:35:56.746034] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:56.746096] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:56.753150] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:56.756356] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:56.799495] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:56.804027] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:56.858276] [DEBUG] [MAG ] FLYE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:57.020011] [DEBUG] [MAG ] VAC: Last date is validated at 2026-01-08 [2026-01-08T20:35:57.053990] [INFO ] [LOCAL ] FLYE: Saved forecast. [2026-01-08T20:35:57.054057] [INFO ] [main ] FLYE: Signal=1 (Conf=90.0%), Magnitude=-19.82% (Conf=34.7569%) [2026-01-08T20:35:57.054452] [INFO ] [main ] Fetching symbol history for BHFAM... [2026-01-08T20:35:57.054512] [DEBUG] [REMOTE ] BHFAM: Fetching historical data. [2026-01-08T20:35:57.055654] [INFO ] [main ] Progress: 242/392 forecasts completed (61.7%). FLYE finished in 0.7s. ETA: 25.6s. Rate: 350.99 forecasts/min [2026-01-08T20:35:57.065914] [DEBUG] [REMOTE ] BHFAM: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:57.066887] [DEBUG] [LOCAL ] Loaded configuration for BHFAM: 7 features, N/A% accuracy [2026-01-08T20:35:57.066940] [INFO ] [LOCAL ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config [2026-01-08T20:35:57.066971] [DEBUG] [MAG ] Building data for symbol: BHFAM with lookback: 0 [2026-01-08T20:35:57.067739] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:35:57.067802] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:57.069458] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:57.069989] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:57.070428] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:57.070873] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:57.081236] [DEBUG] [MAG ] BANX: Last date is validated at 2026-01-08 [2026-01-08T20:35:57.117433] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:35:57.118817] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:35:57.120475] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:57.162211] [DEBUG] [MAG ] NVTS: Last date is validated at 2026-01-08 [2026-01-08T20:35:57.195016] [DEBUG] [MAG ] VAC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:57.248997] [DEBUG] [MAG ] BANX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:57.313605] [INFO ] [LOCAL ] BANX: Saved forecast. [2026-01-08T20:35:57.313671] [INFO ] [main ] BANX: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=56.8894%) [2026-01-08T20:35:57.314047] [INFO ] [main ] Fetching symbol history for PFGC... [2026-01-08T20:35:57.314097] [DEBUG] [REMOTE ] PFGC: Fetching historical data. [2026-01-08T20:35:57.314521] [INFO ] [LOCAL ] VAC: Saved forecast. [2026-01-08T20:35:57.314619] [INFO ] [main ] VAC: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=49.6509%) [2026-01-08T20:35:57.314768] [INFO ] [main ] Fetching symbol history for LNZA... [2026-01-08T20:35:57.314833] [DEBUG] [REMOTE ] LNZA: Fetching historical data. [2026-01-08T20:35:57.314680] [INFO ] [main ] Progress: 243/392 forecasts completed (62.0%). BANX finished in 0.6s. ETA: 25.5s. Rate: 350.25 forecasts/min [2026-01-08T20:35:57.315698] [INFO ] [main ] Progress: 244/392 forecasts completed (62.2%). VAC finished in 0.7s. ETA: 25.3s. Rate: 351.68 forecasts/min [2026-01-08T20:35:57.325855] [DEBUG] [REMOTE ] PFGC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:57.326450] [DEBUG] [REMOTE ] LNZA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:57.326656] [DEBUG] [LOCAL ] Loaded configuration for PFGC: 2 features, N/A% accuracy [2026-01-08T20:35:57.326714] [INFO ] [LOCAL ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config [2026-01-08T20:35:57.326756] [DEBUG] [MAG ] Building data for symbol: PFGC with lookback: 0 [2026-01-08T20:35:57.327326] [DEBUG] [LOCAL ] Loaded configuration for LNZA: 5 features, N/A% accuracy [2026-01-08T20:35:57.327381] [INFO ] [LOCAL ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config [2026-01-08T20:35:57.327413] [DEBUG] [MAG ] Building data for symbol: LNZA with lookback: 0 [2026-01-08T20:35:57.327501] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:57.327561] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:35:57.328215] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:57.328278] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:57.329069] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:35:57.329741] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:57.333399] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:35:57.334426] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:57.336283] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:57.337394] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:57.338228] [DEBUG] [MAG ] NVTS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:57.338641] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:57.426985] [INFO ] [LOCAL ] NVTS: Saved forecast. [2026-01-08T20:35:57.427054] [INFO ] [main ] NVTS: Signal=1 (Conf=90.0%), Magnitude=0.80% (Conf=53.5025%) [2026-01-08T20:35:57.427437] [INFO ] [main ] Fetching symbol history for TRMK... [2026-01-08T20:35:57.427508] [DEBUG] [REMOTE ] TRMK: Fetching historical data. [2026-01-08T20:35:57.428495] [INFO ] [main ] Progress: 245/392 forecasts completed (62.5%). NVTS finished in 0.7s. ETA: 25.0s. Rate: 352.17 forecasts/min [2026-01-08T20:35:57.441566] [DEBUG] [REMOTE ] TRMK: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:57.444309] [DEBUG] [LOCAL ] Loaded configuration for TRMK: 3 features, N/A% accuracy [2026-01-08T20:35:57.444368] [INFO ] [LOCAL ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config [2026-01-08T20:35:57.444401] [DEBUG] [MAG ] Building data for symbol: TRMK with lookback: 0 [2026-01-08T20:35:57.445223] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:57.445285] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:57.446036] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:35:57.450377] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:35:57.452825] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:57.460489] [DEBUG] [MAG ] BHFAM: Last date is validated at 2026-01-08 [2026-01-08T20:35:57.627738] [DEBUG] [MAG ] BHFAM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:57.675227] [DEBUG] [MAG ] PFGC: Last date is validated at 2026-01-08 [2026-01-08T20:35:57.691172] [INFO ] [LOCAL ] BHFAM: Saved forecast. [2026-01-08T20:35:57.691237] [INFO ] [main ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=60.7176%) [2026-01-08T20:35:57.691561] [INFO ] [main ] Fetching symbol history for METCB... [2026-01-08T20:35:57.691631] [DEBUG] [REMOTE ] METCB: Fetching historical data. [2026-01-08T20:35:57.691696] [INFO ] [main ] Progress: 246/392 forecasts completed (62.8%). BHFAM finished in 0.6s. ETA: 24.9s. Rate: 351.39 forecasts/min [2026-01-08T20:35:57.696369] [DEBUG] [MAG ] LNZA: Last date is validated at 2026-01-08 [2026-01-08T20:35:57.704137] [DEBUG] [REMOTE ] METCB: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:57.705215] [DEBUG] [LOCAL ] Loaded configuration for METCB: 2 features, N/A% accuracy [2026-01-08T20:35:57.705266] [INFO ] [LOCAL ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config [2026-01-08T20:35:57.705298] [DEBUG] [MAG ] Building data for symbol: METCB with lookback: 0 [2026-01-08T20:35:57.706066] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:57.706124] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:57.706851] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:35:57.707543] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:57.840108] [DEBUG] [MAG ] TRMK: Last date is validated at 2026-01-08 [2026-01-08T20:35:57.872344] [DEBUG] [MAG ] PFGC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:57.900131] [DEBUG] [MAG ] LNZA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:57.967191] [INFO ] [LOCAL ] PFGC: Saved forecast. [2026-01-08T20:35:57.967257] [INFO ] [main ] PFGC: Signal=1 (Conf=90.0%), Magnitude=4.30% (Conf=55.1071%) [2026-01-08T20:35:57.967635] [INFO ] [main ] Fetching symbol history for INDI... [2026-01-08T20:35:57.967687] [DEBUG] [REMOTE ] INDI: Fetching historical data. [2026-01-08T20:35:57.967938] [INFO ] [main ] Progress: 247/392 forecasts completed (63.0%). PFGC finished in 0.7s. ETA: 24.8s. Rate: 350.51 forecasts/min [2026-01-08T20:35:57.978806] [DEBUG] [REMOTE ] INDI: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:57.979716] [DEBUG] [LOCAL ] Loaded configuration for INDI: 3 features, N/A% accuracy [2026-01-08T20:35:57.979781] [INFO ] [LOCAL ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config [2026-01-08T20:35:57.979819] [DEBUG] [MAG ] Building data for symbol: INDI with lookback: 0 [2026-01-08T20:35:57.980684] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:35:57.980747] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:57.982719] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:57.983237] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:57.983734] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:58.016919] [DEBUG] [MAG ] TRMK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:58.065415] [DEBUG] [MAG ] METCB: Last date is validated at 2026-01-08 [2026-01-08T20:35:58.094011] [INFO ] [LOCAL ] TRMK: Saved forecast. [2026-01-08T20:35:58.094076] [INFO ] [main ] TRMK: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=59.9373%) [2026-01-08T20:35:58.094438] [INFO ] [main ] Fetching symbol history for CDC... [2026-01-08T20:35:58.094493] [DEBUG] [REMOTE ] CDC: Fetching historical data. [2026-01-08T20:35:58.094660] [INFO ] [main ] Progress: 248/392 forecasts completed (63.3%). TRMK finished in 0.7s. ETA: 24.6s. Rate: 350.88 forecasts/min [2026-01-08T20:35:58.107205] [DEBUG] [REMOTE ] CDC: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:58.108148] [DEBUG] [LOCAL ] Loaded configuration for CDC: 1 features, N/A% accuracy [2026-01-08T20:35:58.108200] [INFO ] [LOCAL ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config [2026-01-08T20:35:58.108232] [DEBUG] [MAG ] Building data for symbol: CDC with lookback: 0 [2026-01-08T20:35:58.109064] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:35:58.109130] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:35:58.109880] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:58.216911] [INFO ] [LOCAL ] LNZA: Saved forecast. [2026-01-08T20:35:58.216980] [INFO ] [main ] LNZA: Signal=1 (Conf=90.0%), Magnitude=21.38% (Conf=47.7651%) [2026-01-08T20:35:58.217318] [INFO ] [main ] Fetching symbol history for WOOD... [2026-01-08T20:35:58.217377] [DEBUG] [REMOTE ] WOOD: Fetching historical data. [2026-01-08T20:35:58.218424] [INFO ] [main ] Progress: 249/392 forecasts completed (63.5%). LNZA finished in 0.9s. ETA: 24.4s. Rate: 351.27 forecasts/min [2026-01-08T20:35:58.228157] [DEBUG] [REMOTE ] WOOD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:58.229105] [DEBUG] [LOCAL ] Loaded configuration for WOOD: 10 features, N/A% accuracy [2026-01-08T20:35:58.229160] [INFO ] [LOCAL ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config [2026-01-08T20:35:58.229192] [DEBUG] [MAG ] Building data for symbol: WOOD with lookback: 0 [2026-01-08T20:35:58.229997] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-08T20:35:58.230063] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:35:58.231798] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:58.233982] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:58.239320] [DEBUG] [MAG ] METCB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:58.250008] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:58.252031] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:58.252625] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:58.253828] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:58.255548] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:58.256905] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:58.257768] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:58.259377] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:58.318351] [INFO ] [LOCAL ] METCB: Saved forecast. [2026-01-08T20:35:58.318416] [INFO ] [main ] METCB: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=57.4076%) [2026-01-08T20:35:58.318770] [INFO ] [main ] Fetching symbol history for CELH... [2026-01-08T20:35:58.318821] [DEBUG] [REMOTE ] CELH: Fetching historical data. [2026-01-08T20:35:58.319670] [INFO ] [main ] Progress: 250/392 forecasts completed (63.8%). METCB finished in 0.6s. ETA: 24.2s. Rate: 351.84 forecasts/min [2026-01-08T20:35:58.331387] [DEBUG] [REMOTE ] CELH: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:58.332474] [DEBUG] [LOCAL ] Loaded configuration for CELH: 6 features, N/A% accuracy [2026-01-08T20:35:58.332535] [INFO ] [LOCAL ] CELH: Loaded 6 optimal features with 65.32% confidence from JSON config [2026-01-08T20:35:58.332599] [DEBUG] [MAG ] Building data for symbol: CELH with lookback: 0 [2026-01-08T20:35:58.333366] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:58.333426] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:58.334316] [DEBUG] [MAG ] INDI: Last date is validated at 2026-01-08 [2026-01-08T20:35:58.335149] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:58.335672] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:58.336062] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:35:58.337929] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:35:58.340536] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:35:58.342096] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:58.466523] [DEBUG] [MAG ] CDC: Last date is validated at 2026-01-08 [2026-01-08T20:35:58.506148] [DEBUG] [MAG ] INDI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:58.568733] [INFO ] [LOCAL ] INDI: Saved forecast. [2026-01-08T20:35:58.568807] [INFO ] [main ] INDI: Signal=1 (Conf=90.0%), Magnitude=-5.53% (Conf=58.4762%) [2026-01-08T20:35:58.569214] [INFO ] [main ] Fetching symbol history for DVN... [2026-01-08T20:35:58.569271] [DEBUG] [REMOTE ] DVN: Fetching historical data. [2026-01-08T20:35:58.570281] [INFO ] [main ] Progress: 251/392 forecasts completed (64.0%). INDI finished in 0.6s. ETA: 24.1s. Rate: 351.18 forecasts/min [2026-01-08T20:35:58.580341] [DEBUG] [REMOTE ] DVN: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:58.581388] [DEBUG] [LOCAL ] Loaded configuration for DVN: 2 features, N/A% accuracy [2026-01-08T20:35:58.581440] [INFO ] [LOCAL ] DVN: Loaded 2 optimal features with 51.89% confidence from JSON config [2026-01-08T20:35:58.581472] [DEBUG] [MAG ] Building data for symbol: DVN with lookback: 0 [2026-01-08T20:35:58.582285] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:35:58.582344] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:58.584095] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:58.584629] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:58.624504] [DEBUG] [MAG ] WOOD: Last date is validated at 2026-01-08 [2026-01-08T20:35:58.641694] [DEBUG] [MAG ] CDC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:58.685564] [DEBUG] [MAG ] CELH: Last date is validated at 2026-01-08 [2026-01-08T20:35:58.715554] [INFO ] [LOCAL ] CDC: Saved forecast. [2026-01-08T20:35:58.715792] [INFO ] [main ] CDC: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=46.1732%) [2026-01-08T20:35:58.715955] [INFO ] [main ] Fetching symbol history for PAYO... [2026-01-08T20:35:58.716000] [DEBUG] [REMOTE ] PAYO: Fetching historical data. [2026-01-08T20:35:58.717679] [INFO ] [main ] Progress: 252/392 forecasts completed (64.3%). CDC finished in 0.6s. ETA: 23.9s. Rate: 351.38 forecasts/min [2026-01-08T20:35:58.730246] [DEBUG] [REMOTE ] PAYO: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:58.730982] [DEBUG] [LOCAL ] Loaded configuration for PAYO: 5 features, N/A% accuracy [2026-01-08T20:35:58.731036] [INFO ] [LOCAL ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config [2026-01-08T20:35:58.731068] [DEBUG] [MAG ] Building data for symbol: PAYO with lookback: 0 [2026-01-08T20:35:58.731882] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:58.731945] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:58.733689] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:58.734269] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:58.734687] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:58.736029] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:35:58.736738] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:58.821338] [DEBUG] [MAG ] WOOD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:58.856113] [DEBUG] [MAG ] CELH: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:58.937788] [DEBUG] [MAG ] DVN: Last date is validated at 2026-01-08 [2026-01-08T20:35:58.975933] [INFO ] [LOCAL ] CELH: Saved forecast. [2026-01-08T20:35:58.976000] [INFO ] [main ] CELH: Signal=1 (Conf=90.0%), Magnitude=-2.68% (Conf=65.3179%) [2026-01-08T20:35:58.976160] [INFO ] [main ] Fetching symbol history for XENE... [2026-01-08T20:35:58.976206] [DEBUG] [REMOTE ] XENE: Fetching historical data. [2026-01-08T20:35:58.976918] [INFO ] [main ] Progress: 253/392 forecasts completed (64.5%). CELH finished in 0.7s. ETA: 23.8s. Rate: 350.66 forecasts/min [2026-01-08T20:35:58.989893] [DEBUG] [REMOTE ] XENE: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:58.990875] [DEBUG] [LOCAL ] Loaded configuration for XENE: 4 features, N/A% accuracy [2026-01-08T20:35:58.990930] [INFO ] [LOCAL ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config [2026-01-08T20:35:58.990973] [DEBUG] [MAG ] Building data for symbol: XENE with lookback: 0 [2026-01-08T20:35:58.991875] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:58.991940] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:58.993771] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:58.994312] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:58.994741] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:35:58.997202] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:59.010081] [INFO ] [LOCAL ] WOOD: Saved forecast. [2026-01-08T20:35:59.010146] [INFO ] [main ] WOOD: Signal=1 (Conf=90.0%), Magnitude=0.99% (Conf=54.9979%) [2026-01-08T20:35:59.010304] [INFO ] [main ] Fetching symbol history for OPAD... [2026-01-08T20:35:59.010348] [DEBUG] [REMOTE ] OPAD: Fetching historical data. [2026-01-08T20:35:59.010995] [INFO ] [main ] Progress: 254/392 forecasts completed (64.8%). WOOD finished in 0.8s. ETA: 23.5s. Rate: 351.77 forecasts/min [2026-01-08T20:35:59.022194] [DEBUG] [REMOTE ] OPAD: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:59.023275] [DEBUG] [LOCAL ] Loaded configuration for OPAD: 5 features, N/A% accuracy [2026-01-08T20:35:59.023326] [INFO ] [LOCAL ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config [2026-01-08T20:35:59.023357] [DEBUG] [MAG ] Building data for symbol: OPAD with lookback: 0 [2026-01-08T20:35:59.024301] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:35:59.024361] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:59.029308] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:59.031112] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:59.031605] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:59.031997] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:35:59.079707] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:59.096443] [DEBUG] [MAG ] PAYO: Last date is validated at 2026-01-08 [2026-01-08T20:35:59.110776] [DEBUG] [MAG ] DVN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:59.195695] [INFO ] [LOCAL ] DVN: Saved forecast. [2026-01-08T20:35:59.195761] [INFO ] [main ] DVN: Signal=1 (Conf=90.0%), Magnitude=3.82% (Conf=51.8864%) [2026-01-08T20:35:59.196105] [INFO ] [main ] Fetching symbol history for UNMA... [2026-01-08T20:35:59.196157] [DEBUG] [REMOTE ] UNMA: Fetching historical data. [2026-01-08T20:35:59.196623] [INFO ] [main ] Progress: 255/392 forecasts completed (65.1%). DVN finished in 0.6s. ETA: 23.4s. Rate: 351.64 forecasts/min [2026-01-08T20:35:59.206497] [DEBUG] [REMOTE ] UNMA: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:59.207425] [DEBUG] [LOCAL ] Loaded configuration for UNMA: 6 features, N/A% accuracy [2026-01-08T20:35:59.207485] [INFO ] [LOCAL ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config [2026-01-08T20:35:59.207524] [DEBUG] [MAG ] Building data for symbol: UNMA with lookback: 0 [2026-01-08T20:35:59.208358] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:35:59.208422] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:59.210149] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:59.210688] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:59.211084] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:35:59.212438] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:35:59.214515] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-08T20:35:59.216718] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:59.285368] [DEBUG] [MAG ] PAYO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:59.349730] [DEBUG] [MAG ] XENE: Last date is validated at 2026-01-08 [2026-01-08T20:35:59.354857] [INFO ] [LOCAL ] PAYO: Saved forecast. [2026-01-08T20:35:59.354944] [INFO ] [main ] PAYO: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=67.1164%) [2026-01-08T20:35:59.355485] [INFO ] [main ] Fetching symbol history for GIS... [2026-01-08T20:35:59.355556] [DEBUG] [REMOTE ] GIS: Fetching historical data. [2026-01-08T20:35:59.355652] [INFO ] [main ] Progress: 256/392 forecasts completed (65.3%). PAYO finished in 0.6s. ETA: 23.2s. Rate: 351.74 forecasts/min [2026-01-08T20:35:59.369853] [DEBUG] [REMOTE ] GIS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:59.370933] [DEBUG] [LOCAL ] Loaded configuration for GIS: 0 features, N/A% accuracy [2026-01-08T20:35:59.371330] [INFO ] [LOCAL ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config [2026-01-08T20:35:59.371369] [DEBUG] [MAG ] Building data for symbol: GIS with lookback: 0 [2026-01-08T20:35:59.372426] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-08T20:35:59.426892] [DEBUG] [MAG ] OPAD: Last date is validated at 2026-01-08 [2026-01-08T20:35:59.522905] [DEBUG] [MAG ] XENE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:59.563496] [DEBUG] [MAG ] UNMA: Last date is validated at 2026-01-08 [2026-01-08T20:35:59.598080] [DEBUG] [MAG ] OPAD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:59.614008] [INFO ] [LOCAL ] XENE: Saved forecast. [2026-01-08T20:35:59.614076] [INFO ] [main ] XENE: Signal=1 (Conf=90.0%), Magnitude=-5.39% (Conf=60.9251%) [2026-01-08T20:35:59.614237] [INFO ] [main ] Fetching symbol history for SWZ... [2026-01-08T20:35:59.614282] [DEBUG] [REMOTE ] SWZ: Fetching historical data. [2026-01-08T20:35:59.615644] [INFO ] [main ] Progress: 257/392 forecasts completed (65.6%). XENE finished in 0.6s. ETA: 23.1s. Rate: 351.02 forecasts/min [2026-01-08T20:35:59.626887] [DEBUG] [REMOTE ] SWZ: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:59.628753] [DEBUG] [LOCAL ] Loaded configuration for SWZ: 13 features, N/A% accuracy [2026-01-08T20:35:59.628809] [INFO ] [LOCAL ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config [2026-01-08T20:35:59.628842] [DEBUG] [MAG ] Building data for symbol: SWZ with lookback: 0 [2026-01-08T20:35:59.629653] [DEBUG] [FEATURES ] DataBuilder: Executing 13 feature methods. [2026-01-08T20:35:59.629721] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:59.634740] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:59.636590] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:59.637082] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:59.637486] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:35:59.655936] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:35:59.657045] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:35:59.657547] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:35:59.659255] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:35:59.660314] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:35:59.661218] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:35:59.662227] [INFO ] [LOCAL ] OPAD: Saved forecast. [2026-01-08T20:35:59.662292] [INFO ] [main ] OPAD: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=48.7343%) [2026-01-08T20:35:59.662459] [INFO ] [main ] Fetching symbol history for DBRG... [2026-01-08T20:35:59.662505] [DEBUG] [REMOTE ] DBRG: Fetching historical data. [2026-01-08T20:35:59.662679] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:35:59.663189] [INFO ] [main ] Progress: 258/392 forecasts completed (65.8%). OPAD finished in 0.7s. ETA: 22.8s. Rate: 352.01 forecasts/min [2026-01-08T20:35:59.663876] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:35:59.666045] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:59.673325] [DEBUG] [REMOTE ] DBRG: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:59.674173] [DEBUG] [LOCAL ] Loaded configuration for DBRG: 4 features, N/A% accuracy [2026-01-08T20:35:59.674223] [INFO ] [LOCAL ] DBRG: Loaded 4 optimal features with 56.62% confidence from JSON config [2026-01-08T20:35:59.674296] [DEBUG] [MAG ] Building data for symbol: DBRG with lookback: 0 [2026-01-08T20:35:59.675061] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:59.675121] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:35:59.715079] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:35:59.738513] [DEBUG] [MAG ] UNMA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:35:59.752426] [DEBUG] [MAG ] GIS: Last date is validated at 2026-01-08 [2026-01-08T20:35:59.793855] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-08T20:35:59.796266] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-08T20:35:59.800210] [INFO ] [LOCAL ] UNMA: Saved forecast. [2026-01-08T20:35:59.800274] [INFO ] [main ] UNMA: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=64.7029%) [2026-01-08T20:35:59.800627] [INFO ] [main ] Progress: 259/392 forecasts completed (66.1%). UNMA finished in 0.6s. ETA: 22.7s. Rate: 352.27 forecasts/min [2026-01-08T20:35:59.800659] [INFO ] [main ] Fetching symbol history for VTS... [2026-01-08T20:35:59.800710] [DEBUG] [REMOTE ] VTS: Fetching historical data. [2026-01-08T20:35:59.802300] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:59.812206] [DEBUG] [REMOTE ] VTS: Successfully parsed 300 rows of historical data. [2026-01-08T20:35:59.813312] [DEBUG] [LOCAL ] Loaded configuration for VTS: 4 features, N/A% accuracy [2026-01-08T20:35:59.813365] [INFO ] [LOCAL ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config [2026-01-08T20:35:59.813396] [DEBUG] [MAG ] Building data for symbol: VTS with lookback: 0 [2026-01-08T20:35:59.814180] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:35:59.814240] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:35:59.818994] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:35:59.820811] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:35:59.821288] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:35:59.821694] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:35:59.930222] [DEBUG] [MAG ] GIS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:00.016696] [INFO ] [LOCAL ] GIS: Saved forecast. [2026-01-08T20:36:00.016773] [INFO ] [main ] GIS: Signal=1 (Conf=90.0%), Magnitude=-2.80% (Conf=54.4664%) [2026-01-08T20:36:00.016963] [INFO ] [main ] Fetching symbol history for ARM... [2026-01-08T20:36:00.017011] [DEBUG] [REMOTE ] ARM: Fetching historical data. [2026-01-08T20:36:00.018631] [INFO ] [main ] Progress: 260/392 forecasts completed (66.3%). GIS finished in 0.7s. ETA: 22.5s. Rate: 351.89 forecasts/min [2026-01-08T20:36:00.030805] [DEBUG] [REMOTE ] ARM: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:00.030877] [DEBUG] [MAG ] SWZ: Last date is validated at 2026-01-08 [2026-01-08T20:36:00.031734] [DEBUG] [LOCAL ] Loaded configuration for ARM: 8 features, N/A% accuracy [2026-01-08T20:36:00.031803] [INFO ] [LOCAL ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config [2026-01-08T20:36:00.031838] [DEBUG] [MAG ] Building data for symbol: ARM with lookback: 0 [2026-01-08T20:36:00.032674] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:36:00.032738] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:00.037627] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:00.039737] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:00.040229] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:00.040691] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:00.041095] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:00.042053] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:00.044634] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:36:00.045657] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:00.148777] [DEBUG] [MAG ] DBRG: Last date is validated at 2026-01-08 [2026-01-08T20:36:00.183404] [DEBUG] [MAG ] VTS: Last date is validated at 2026-01-08 [2026-01-08T20:36:00.223474] [DEBUG] [MAG ] SWZ: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:00.316914] [DEBUG] [MAG ] DBRG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:00.352552] [DEBUG] [MAG ] VTS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:00.365312] [INFO ] [LOCAL ] SWZ: Saved forecast. [2026-01-08T20:36:00.365377] [INFO ] [main ] SWZ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.5386%) [2026-01-08T20:36:00.365531] [INFO ] [main ] Fetching symbol history for CBUS... [2026-01-08T20:36:00.365601] [DEBUG] [REMOTE ] CBUS: Fetching historical data. [2026-01-08T20:36:00.365883] [INFO ] [main ] Progress: 261/392 forecasts completed (66.6%). SWZ finished in 0.8s. ETA: 22.4s. Rate: 350.50 forecasts/min [2026-01-08T20:36:00.377713] [DEBUG] [REMOTE ] CBUS: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:00.378773] [DEBUG] [LOCAL ] Loaded configuration for CBUS: 9 features, N/A% accuracy [2026-01-08T20:36:00.378827] [INFO ] [LOCAL ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config [2026-01-08T20:36:00.378857] [DEBUG] [MAG ] Building data for symbol: CBUS with lookback: 0 [2026-01-08T20:36:00.379656] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:36:00.379720] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:00.384490] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:00.386293] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:00.386803] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:00.387198] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:00.389797] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:00.391562] [INFO ] [LOCAL ] DBRG: Saved forecast. [2026-01-08T20:36:00.391646] [INFO ] [main ] DBRG: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=56.6191%) [2026-01-08T20:36:00.391643] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:36:00.391987] [INFO ] [main ] Progress: 262/392 forecasts completed (66.8%). DBRG finished in 0.7s. ETA: 22.2s. Rate: 351.64 forecasts/min [2026-01-08T20:36:00.392112] [INFO ] [main ] Fetching symbol history for DNTH... [2026-01-08T20:36:00.392154] [DEBUG] [REMOTE ] DNTH: Fetching historical data. [2026-01-08T20:36:00.393456] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:36:00.397816] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:36:00.406723] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:00.412021] [DEBUG] [REMOTE ] DNTH: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:00.413495] [DEBUG] [LOCAL ] Loaded configuration for DNTH: 3 features, N/A% accuracy [2026-01-08T20:36:00.413553] [INFO ] [LOCAL ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config [2026-01-08T20:36:00.413609] [DEBUG] [MAG ] Building data for symbol: DNTH with lookback: 0 [2026-01-08T20:36:00.414531] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:00.414611] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:00.415437] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:00.416387] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:36:00.426202] [DEBUG] [MAG ] ARM: Last date is validated at 2026-01-08 [2026-01-08T20:36:00.431216] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:00.440058] [INFO ] [LOCAL ] VTS: Saved forecast. [2026-01-08T20:36:00.440161] [INFO ] [main ] VTS: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=64.626%) [2026-01-08T20:36:00.440842] [INFO ] [main ] Fetching symbol history for ARDX... [2026-01-08T20:36:00.440921] [DEBUG] [REMOTE ] ARDX: Fetching historical data. [2026-01-08T20:36:00.441674] [INFO ] [main ] Progress: 263/392 forecasts completed (67.1%). VTS finished in 0.6s. ETA: 22.0s. Rate: 352.59 forecasts/min [2026-01-08T20:36:00.456731] [DEBUG] [REMOTE ] ARDX: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:00.457709] [DEBUG] [LOCAL ] Loaded configuration for ARDX: 6 features, N/A% accuracy [2026-01-08T20:36:00.457935] [INFO ] [LOCAL ] ARDX: Loaded 6 optimal features with 52.98% confidence from JSON config [2026-01-08T20:36:00.457987] [DEBUG] [MAG ] Building data for symbol: ARDX with lookback: 0 [2026-01-08T20:36:00.458977] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:00.459052] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:00.464477] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:00.470312] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:00.470913] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:00.471333] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:36:00.472312] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:36:00.473451] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:00.616127] [DEBUG] [MAG ] ARM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:00.782413] [INFO ] [LOCAL ] ARM: Saved forecast. [2026-01-08T20:36:00.782479] [INFO ] [main ] ARM: Signal=1 (Conf=90.0%), Magnitude=2.94% (Conf=45.9161%) [2026-01-08T20:36:00.782697] [INFO ] [main ] Fetching symbol history for NAMS... [2026-01-08T20:36:00.782751] [DEBUG] [REMOTE ] NAMS: Fetching historical data. [2026-01-08T20:36:00.787819] [INFO ] [main ] Progress: 264/392 forecasts completed (67.3%). ARM finished in 0.8s. ETA: 21.9s. Rate: 351.21 forecasts/min [2026-01-08T20:36:00.790439] [DEBUG] [MAG ] DNTH: Last date is validated at 2026-01-08 [2026-01-08T20:36:00.812610] [DEBUG] [REMOTE ] NAMS: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:00.813666] [DEBUG] [LOCAL ] Loaded configuration for NAMS: 6 features, N/A% accuracy [2026-01-08T20:36:00.813743] [INFO ] [LOCAL ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config [2026-01-08T20:36:00.813787] [DEBUG] [MAG ] Building data for symbol: NAMS with lookback: 0 [2026-01-08T20:36:00.814861] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:00.814935] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:00.827513] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:00.832972] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:00.833552] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:00.834029] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:00.834433] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:36:00.840203] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:00.848119] [DEBUG] [MAG ] CBUS: Last date is validated at 2026-01-08 [2026-01-08T20:36:00.879398] [DEBUG] [MAG ] ARDX: Last date is validated at 2026-01-08 [2026-01-08T20:36:01.017664] [DEBUG] [MAG ] DNTH: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:01.061890] [DEBUG] [MAG ] CBUS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:01.089223] [DEBUG] [MAG ] ARDX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:01.122694] [INFO ] [LOCAL ] DNTH: Saved forecast. [2026-01-08T20:36:01.122772] [INFO ] [main ] DNTH: Signal=1 (Conf=90.0%), Magnitude=2.68% (Conf=51.2955%) [2026-01-08T20:36:01.122986] [INFO ] [main ] Fetching symbol history for MSTX... [2026-01-08T20:36:01.123034] [DEBUG] [REMOTE ] MSTX: Fetching historical data. [2026-01-08T20:36:01.123260] [INFO ] [main ] Progress: 265/392 forecasts completed (67.6%). DNTH finished in 0.7s. ETA: 21.8s. Rate: 349.94 forecasts/min [2026-01-08T20:36:01.132134] [INFO ] [LOCAL ] CBUS: Saved forecast. [2026-01-08T20:36:01.132193] [INFO ] [main ] CBUS: Signal=1 (Conf=90.0%), Magnitude=-6.25% (Conf=60.5144%) [2026-01-08T20:36:01.132394] [INFO ] [main ] Fetching symbol history for RCI... [2026-01-08T20:36:01.132439] [DEBUG] [REMOTE ] RCI: Fetching historical data. [2026-01-08T20:36:01.132633] [INFO ] [main ] Progress: 266/392 forecasts completed (67.9%). CBUS finished in 0.8s. ETA: 21.5s. Rate: 351.19 forecasts/min [2026-01-08T20:36:01.140663] [DEBUG] [REMOTE ] MSTX: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:01.142619] [DEBUG] [LOCAL ] Loaded configuration for MSTX: 3 features, N/A% accuracy [2026-01-08T20:36:01.142676] [INFO ] [LOCAL ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config [2026-01-08T20:36:01.142708] [DEBUG] [MAG ] Building data for symbol: MSTX with lookback: 0 [2026-01-08T20:36:01.143452] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:01.143513] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:01.145369] [DEBUG] [REMOTE ] RCI: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:01.148624] [DEBUG] [LOCAL ] Loaded configuration for RCI: 2 features, N/A% accuracy [2026-01-08T20:36:01.148683] [INFO ] [LOCAL ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config [2026-01-08T20:36:01.148713] [DEBUG] [MAG ] Building data for symbol: RCI with lookback: 0 [2026-01-08T20:36:01.149491] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:01.149556] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:01.154288] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:01.156707] [INFO ] [LOCAL ] ARDX: Saved forecast. [2026-01-08T20:36:01.156776] [INFO ] [main ] ARDX: Signal=1 (Conf=90.0%), Magnitude=5.03% (Conf=52.9801%) [2026-01-08T20:36:01.157108] [INFO ] [main ] Progress: 267/392 forecasts completed (68.1%). ARDX finished in 0.7s. ETA: 21.3s. Rate: 352.32 forecasts/min [2026-01-08T20:36:01.157238] [INFO ] [main ] Fetching symbol history for DHX... [2026-01-08T20:36:01.157281] [DEBUG] [REMOTE ] DHX: Fetching historical data. [2026-01-08T20:36:01.157330] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:36:01.160681] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:01.169484] [DEBUG] [REMOTE ] DHX: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:01.170709] [DEBUG] [LOCAL ] Loaded configuration for DHX: 6 features, N/A% accuracy [2026-01-08T20:36:01.170764] [INFO ] [LOCAL ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config [2026-01-08T20:36:01.170797] [DEBUG] [MAG ] Building data for symbol: DHX with lookback: 0 [2026-01-08T20:36:01.171690] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:01.171754] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:01.173558] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:01.174130] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:36:01.176875] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:36:01.179742] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:36:01.198547] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-08T20:36:01.201948] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:01.381368] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:36:01.385652] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:01.395694] [DEBUG] [MAG ] NAMS: Last date is validated at 2026-01-08 [2026-01-08T20:36:01.567200] [DEBUG] [MAG ] NAMS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:01.602272] [DEBUG] [MAG ] RCI: Last date is validated at 2026-01-08 [2026-01-08T20:36:01.661540] [INFO ] [LOCAL ] NAMS: Saved forecast. [2026-01-08T20:36:01.661624] [INFO ] [main ] NAMS: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=51.7627%) [2026-01-08T20:36:01.661981] [INFO ] [main ] Fetching symbol history for GAB... [2026-01-08T20:36:01.662033] [DEBUG] [REMOTE ] GAB: Fetching historical data. [2026-01-08T20:36:01.662625] [INFO ] [main ] Progress: 268/392 forecasts completed (68.4%). NAMS finished in 0.9s. ETA: 21.3s. Rate: 349.75 forecasts/min [2026-01-08T20:36:01.674263] [DEBUG] [REMOTE ] GAB: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:01.675388] [DEBUG] [LOCAL ] Loaded configuration for GAB: 4 features, N/A% accuracy [2026-01-08T20:36:01.675441] [INFO ] [LOCAL ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config [2026-01-08T20:36:01.675473] [DEBUG] [MAG ] Building data for symbol: GAB with lookback: 0 [2026-01-08T20:36:01.676251] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:01.676312] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:01.677210] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:01.725632] [DEBUG] [MAG ] DHX: Last date is validated at 2026-01-08 [2026-01-08T20:36:01.736142] [DEBUG] [MAG ] MSTX: Last date is validated at 2026-01-08 [2026-01-08T20:36:01.791388] [DEBUG] [MAG ] RCI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:01.799551] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:36:01.802106] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:36:01.803482] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:01.867795] [INFO ] [LOCAL ] RCI: Saved forecast. [2026-01-08T20:36:01.867868] [INFO ] [main ] RCI: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=50.0943%) [2026-01-08T20:36:01.868348] [INFO ] [main ] Fetching symbol history for PSCE... [2026-01-08T20:36:01.868402] [DEBUG] [REMOTE ] PSCE: Fetching historical data. [2026-01-08T20:36:01.868667] [INFO ] [main ] Progress: 269/392 forecasts completed (68.6%). RCI finished in 0.7s. ETA: 21.1s. Rate: 349.49 forecasts/min [2026-01-08T20:36:01.884059] [DEBUG] [REMOTE ] PSCE: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:01.884987] [DEBUG] [LOCAL ] Loaded configuration for PSCE: 4 features, N/A% accuracy [2026-01-08T20:36:01.885040] [INFO ] [LOCAL ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config [2026-01-08T20:36:01.885070] [DEBUG] [MAG ] Building data for symbol: PSCE with lookback: 0 [2026-01-08T20:36:01.886053] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:01.886113] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:01.887964] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:01.888556] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:01.888968] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:36:01.890182] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:01.901887] [DEBUG] [MAG ] DHX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:01.915882] [DEBUG] [MAG ] MSTX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:01.966477] [INFO ] [LOCAL ] DHX: Saved forecast. [2026-01-08T20:36:01.966544] [INFO ] [main ] DHX: Signal=1 (Conf=90.0%), Magnitude=5.98% (Conf=44.3582%) [2026-01-08T20:36:01.966722] [INFO ] [main ] Fetching symbol history for BSVO... [2026-01-08T20:36:01.966768] [DEBUG] [REMOTE ] BSVO: Fetching historical data. [2026-01-08T20:36:01.968025] [INFO ] [main ] Progress: 270/392 forecasts completed (68.9%). DHX finished in 0.8s. ETA: 20.9s. Rate: 350.03 forecasts/min [2026-01-08T20:36:01.978464] [DEBUG] [REMOTE ] BSVO: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:01.979630] [DEBUG] [LOCAL ] Loaded configuration for BSVO: 5 features, N/A% accuracy [2026-01-08T20:36:01.979690] [INFO ] [LOCAL ] BSVO: Loaded 5 optimal features with 56.58% confidence from JSON config [2026-01-08T20:36:01.979722] [DEBUG] [MAG ] Building data for symbol: BSVO with lookback: 0 [2026-01-08T20:36:01.980645] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:01.980715] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:01.982472] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:01.983055] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:36:01.983876] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:36:01.985216] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:36:01.987019] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:02.056503] [INFO ] [LOCAL ] MSTX: Saved forecast. [2026-01-08T20:36:02.056589] [INFO ] [main ] MSTX: Signal=1 (Conf=90.0%), Magnitude=55.60% (Conf=51.6204%) [2026-01-08T20:36:02.056912] [INFO ] [main ] Progress: 271/392 forecasts completed (69.1%). MSTX finished in 0.9s. ETA: 20.7s. Rate: 350.66 forecasts/min [2026-01-08T20:36:02.057032] [INFO ] [main ] Fetching symbol history for MEI... [2026-01-08T20:36:02.057075] [DEBUG] [REMOTE ] MEI: Fetching historical data. [2026-01-08T20:36:02.068482] [DEBUG] [REMOTE ] MEI: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:02.070279] [DEBUG] [LOCAL ] Loaded configuration for MEI: 5 features, N/A% accuracy [2026-01-08T20:36:02.070337] [INFO ] [LOCAL ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config [2026-01-08T20:36:02.070371] [DEBUG] [MAG ] Building data for symbol: MEI with lookback: 0 [2026-01-08T20:36:02.071193] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:02.071265] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:36:02.073326] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:02.075199] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:02.075769] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:36:02.076931] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:36:02.079008] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:02.202103] [DEBUG] [MAG ] GAB: Last date is validated at 2026-01-08 [2026-01-08T20:36:02.254452] [DEBUG] [MAG ] PSCE: Last date is validated at 2026-01-08 [2026-01-08T20:36:02.371458] [DEBUG] [MAG ] GAB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:02.373233] [DEBUG] [MAG ] BSVO: Last date is validated at 2026-01-08 [2026-01-08T20:36:02.425426] [DEBUG] [MAG ] PSCE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:02.440272] [DEBUG] [MAG ] MEI: Last date is validated at 2026-01-08 [2026-01-08T20:36:02.496269] [INFO ] [LOCAL ] GAB: Saved forecast. [2026-01-08T20:36:02.496336] [INFO ] [main ] GAB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=35.7574%) [2026-01-08T20:36:02.496785] [INFO ] [main ] Fetching symbol history for NMRA... [2026-01-08T20:36:02.496837] [DEBUG] [REMOTE ] NMRA: Fetching historical data. [2026-01-08T20:36:02.497666] [INFO ] [main ] Progress: 272/392 forecasts completed (69.4%). GAB finished in 0.8s. ETA: 20.7s. Rate: 348.64 forecasts/min [2026-01-08T20:36:02.509476] [INFO ] [LOCAL ] PSCE: Saved forecast. [2026-01-08T20:36:02.509548] [INFO ] [main ] PSCE: Signal=1 (Conf=90.0%), Magnitude=3.56% (Conf=59.1306%) [2026-01-08T20:36:02.509735] [INFO ] [main ] Fetching symbol history for NVDL... [2026-01-08T20:36:02.509781] [DEBUG] [REMOTE ] NVDL: Fetching historical data. [2026-01-08T20:36:02.510039] [INFO ] [main ] Progress: 273/392 forecasts completed (69.6%). PSCE finished in 0.6s. ETA: 20.4s. Rate: 349.83 forecasts/min [2026-01-08T20:36:02.509714] [DEBUG] [REMOTE ] NMRA: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:02.511099] [DEBUG] [LOCAL ] Loaded configuration for NMRA: 5 features, N/A% accuracy [2026-01-08T20:36:02.511149] [INFO ] [LOCAL ] NMRA: Loaded 5 optimal features with 49.76% confidence from JSON config [2026-01-08T20:36:02.511179] [DEBUG] [MAG ] Building data for symbol: NMRA with lookback: 0 [2026-01-08T20:36:02.511978] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:02.512038] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:02.513726] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:02.514218] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:36:02.523939] [DEBUG] [REMOTE ] NVDL: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:02.525023] [DEBUG] [LOCAL ] Loaded configuration for NVDL: 11 features, N/A% accuracy [2026-01-08T20:36:02.525085] [INFO ] [LOCAL ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config [2026-01-08T20:36:02.525118] [DEBUG] [MAG ] Building data for symbol: NVDL with lookback: 0 [2026-01-08T20:36:02.526159] [DEBUG] [FEATURES ] DataBuilder: Executing 11 feature methods. [2026-01-08T20:36:02.526236] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:02.531592] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:02.533465] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:02.533982] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:02.534437] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:02.554329] [DEBUG] [MAG ] BSVO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:02.588834] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:36:02.591016] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:36:02.593128] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:02.612142] [DEBUG] [MAG ] MEI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:02.624691] [INFO ] [LOCAL ] BSVO: Saved forecast. [2026-01-08T20:36:02.624758] [INFO ] [main ] BSVO: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=56.5804%) [2026-01-08T20:36:02.625103] [INFO ] [main ] Fetching symbol history for CLCO... [2026-01-08T20:36:02.625152] [DEBUG] [REMOTE ] CLCO: Fetching historical data. [2026-01-08T20:36:02.625662] [INFO ] [main ] Progress: 274/392 forecasts completed (69.9%). BSVO finished in 0.7s. ETA: 20.2s. Rate: 350.24 forecasts/min [2026-01-08T20:36:02.636683] [DEBUG] [REMOTE ] CLCO: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:02.637617] [DEBUG] [LOCAL ] Loaded configuration for CLCO: 1 features, N/A% accuracy [2026-01-08T20:36:02.637675] [INFO ] [LOCAL ] CLCO: Loaded 1 optimal features with 22.57% confidence from JSON config [2026-01-08T20:36:02.637708] [DEBUG] [MAG ] Building data for symbol: CLCO with lookback: 0 [2026-01-08T20:36:02.638568] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:36:02.638648] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:36:02.639340] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:02.653237] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:02.655260] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:36:02.656264] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:36:02.656922] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:36:02.657626] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:36:02.676224] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-08T20:36:02.678145] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:02.691604] [INFO ] [LOCAL ] MEI: Saved forecast. [2026-01-08T20:36:02.691675] [INFO ] [main ] MEI: Signal=1 (Conf=90.0%), Magnitude=4.89% (Conf=64.7936%) [2026-01-08T20:36:02.692142] [INFO ] [main ] Fetching symbol history for TDF... [2026-01-08T20:36:02.692195] [DEBUG] [REMOTE ] TDF: Fetching historical data. [2026-01-08T20:36:02.692681] [INFO ] [main ] Progress: 275/392 forecasts completed (70.2%). MEI finished in 0.6s. ETA: 20.0s. Rate: 351.02 forecasts/min [2026-01-08T20:36:02.703444] [DEBUG] [REMOTE ] TDF: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:02.704426] [DEBUG] [LOCAL ] Loaded configuration for TDF: 6 features, N/A% accuracy [2026-01-08T20:36:02.704477] [INFO ] [LOCAL ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config [2026-01-08T20:36:02.704507] [DEBUG] [MAG ] Building data for symbol: TDF with lookback: 0 [2026-01-08T20:36:02.705296] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:02.705358] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:02.710087] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:02.711857] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:02.712341] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:02.712747] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:36:02.720413] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:36:02.723188] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:02.953106] [DEBUG] [MAG ] NMRA: Last date is validated at 2026-01-08 [2026-01-08T20:36:03.013614] [DEBUG] [MAG ] CLCO: Last date is validated at 2026-01-08 [2026-01-08T20:36:03.040827] [DEBUG] [MAG ] NVDL: Last date is validated at 2026-01-08 [2026-01-08T20:36:03.069756] [DEBUG] [MAG ] TDF: Last date is validated at 2026-01-08 [2026-01-08T20:36:03.126646] [DEBUG] [MAG ] NMRA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:03.187345] [DEBUG] [MAG ] CLCO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:03.203096] [INFO ] [LOCAL ] NMRA: Saved forecast. [2026-01-08T20:36:03.203166] [INFO ] [main ] NMRA: Signal=1 (Conf=90.0%), Magnitude=-6.81% (Conf=49.7621%) [2026-01-08T20:36:03.203903] [INFO ] [main ] Progress: 276/392 forecasts completed (70.4%). NMRA finished in 0.7s. ETA: 20.0s. Rate: 348.51 forecasts/min [2026-01-08T20:36:03.204028] [INFO ] [main ] Fetching symbol history for PPL... [2026-01-08T20:36:03.204071] [DEBUG] [REMOTE ] PPL: Fetching historical data. [2026-01-08T20:36:03.218010] [DEBUG] [REMOTE ] PPL: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:03.218871] [DEBUG] [LOCAL ] Loaded configuration for PPL: 8 features, N/A% accuracy [2026-01-08T20:36:03.218927] [INFO ] [LOCAL ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config [2026-01-08T20:36:03.218958] [DEBUG] [MAG ] Building data for symbol: PPL with lookback: 0 [2026-01-08T20:36:03.219740] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:36:03.219802] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:03.223589] [DEBUG] [MAG ] NVDL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:03.224478] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:03.226229] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:03.226727] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:03.227107] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:03.227969] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:03.230359] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:03.242032] [DEBUG] [MAG ] TDF: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:03.246512] [INFO ] [LOCAL ] CLCO: Saved forecast. [2026-01-08T20:36:03.246608] [INFO ] [main ] CLCO: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=22.5727%) [2026-01-08T20:36:03.246796] [INFO ] [main ] Fetching symbol history for COLM... [2026-01-08T20:36:03.246842] [DEBUG] [REMOTE ] COLM: Fetching historical data. [2026-01-08T20:36:03.247889] [INFO ] [main ] Progress: 277/392 forecasts completed (70.7%). CLCO finished in 0.6s. ETA: 19.7s. Rate: 349.45 forecasts/min [2026-01-08T20:36:03.258948] [DEBUG] [REMOTE ] COLM: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:03.260258] [DEBUG] [LOCAL ] Loaded configuration for COLM: 8 features, N/A% accuracy [2026-01-08T20:36:03.260330] [INFO ] [LOCAL ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config [2026-01-08T20:36:03.260381] [DEBUG] [MAG ] Building data for symbol: COLM with lookback: 0 [2026-01-08T20:36:03.261508] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:36:03.261636] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:03.304538] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:36:03.305606] [INFO ] [LOCAL ] TDF: Saved forecast. [2026-01-08T20:36:03.305673] [INFO ] [main ] TDF: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=67.98%) [2026-01-08T20:36:03.306042] [INFO ] [main ] Fetching symbol history for JPEF... [2026-01-08T20:36:03.306094] [DEBUG] [REMOTE ] JPEF: Fetching historical data. [2026-01-08T20:36:03.306375] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:36:03.306646] [INFO ] [main ] Progress: 278/392 forecasts completed (70.9%). TDF finished in 0.6s. ETA: 19.5s. Rate: 350.27 forecasts/min [2026-01-08T20:36:03.307473] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:03.309600] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:03.310282] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:36:03.311930] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:36:03.313014] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:36:03.313696] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:03.316814] [DEBUG] [REMOTE ] JPEF: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:03.317805] [DEBUG] [LOCAL ] Loaded configuration for JPEF: 6 features, N/A% accuracy [2026-01-08T20:36:03.317859] [INFO ] [LOCAL ] JPEF: Loaded 6 optimal features with 66.15% confidence from JSON config [2026-01-08T20:36:03.317890] [DEBUG] [MAG ] Building data for symbol: JPEF with lookback: 0 [2026-01-08T20:36:03.318697] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:03.318759] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:03.320448] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:03.320991] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:03.321390] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:03.322165] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:03.344529] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:36:03.345767] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:03.354715] [INFO ] [LOCAL ] NVDL: Saved forecast. [2026-01-08T20:36:03.354979] [INFO ] [main ] NVDL: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=55.6602%) [2026-01-08T20:36:03.355168] [INFO ] [main ] Fetching symbol history for APLE... [2026-01-08T20:36:03.355213] [DEBUG] [REMOTE ] APLE: Fetching historical data. [2026-01-08T20:36:03.356633] [INFO ] [main ] Progress: 279/392 forecasts completed (71.2%). NVDL finished in 0.8s. ETA: 19.3s. Rate: 351.17 forecasts/min [2026-01-08T20:36:03.362769] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:36:03.363643] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:03.369636] [DEBUG] [REMOTE ] APLE: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:03.370718] [DEBUG] [LOCAL ] Loaded configuration for APLE: 6 features, N/A% accuracy [2026-01-08T20:36:03.370771] [INFO ] [LOCAL ] APLE: Loaded 6 optimal features with 45.07% confidence from JSON config [2026-01-08T20:36:03.370803] [DEBUG] [MAG ] Building data for symbol: APLE with lookback: 0 [2026-01-08T20:36:03.371617] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:03.371678] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:03.373414] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:03.374009] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:03.374461] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:03.374889] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:03.375705] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:36:03.380095] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:03.666466] [DEBUG] [MAG ] COLM: Last date is validated at 2026-01-08 [2026-01-08T20:36:03.696681] [DEBUG] [MAG ] PPL: Last date is validated at 2026-01-08 [2026-01-08T20:36:03.712871] [DEBUG] [MAG ] JPEF: Last date is validated at 2026-01-08 [2026-01-08T20:36:03.732276] [DEBUG] [MAG ] APLE: Last date is validated at 2026-01-08 [2026-01-08T20:36:03.838802] [DEBUG] [MAG ] COLM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:03.869673] [DEBUG] [MAG ] PPL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:03.883135] [DEBUG] [MAG ] JPEF: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:03.907560] [DEBUG] [MAG ] APLE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:03.942363] [INFO ] [LOCAL ] COLM: Saved forecast. [2026-01-08T20:36:03.942429] [INFO ] [main ] COLM: Signal=1 (Conf=90.0%), Magnitude=3.05% (Conf=54.8989%) [2026-01-08T20:36:03.942801] [INFO ] [main ] Fetching symbol history for ADC... [2026-01-08T20:36:03.943186] [DEBUG] [REMOTE ] ADC: Fetching historical data. [2026-01-08T20:36:03.943217] [INFO ] [main ] Progress: 280/392 forecasts completed (71.4%). COLM finished in 0.7s. ETA: 19.3s. Rate: 348.14 forecasts/min [2026-01-08T20:36:03.946103] [INFO ] [LOCAL ] PPL: Saved forecast. [2026-01-08T20:36:03.946169] [INFO ] [main ] PPL: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=51.1453%) [2026-01-08T20:36:03.946547] [INFO ] [main ] Progress: 281/392 forecasts completed (71.7%). PPL finished in 0.7s. ETA: 19.1s. Rate: 349.36 forecasts/min [2026-01-08T20:36:03.946699] [INFO ] [main ] Fetching symbol history for FIXD... [2026-01-08T20:36:03.946744] [DEBUG] [REMOTE ] FIXD: Fetching historical data. [2026-01-08T20:36:03.954074] [DEBUG] [REMOTE ] ADC: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:03.955712] [DEBUG] [LOCAL ] Loaded configuration for ADC: 7 features, N/A% accuracy [2026-01-08T20:36:03.955769] [INFO ] [LOCAL ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config [2026-01-08T20:36:03.955802] [DEBUG] [MAG ] Building data for symbol: ADC with lookback: 0 [2026-01-08T20:36:03.956567] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:36:03.956650] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:03.960761] [DEBUG] [REMOTE ] FIXD: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:03.961557] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:03.961621] [DEBUG] [LOCAL ] Loaded configuration for FIXD: 4 features, N/A% accuracy [2026-01-08T20:36:03.961677] [INFO ] [LOCAL ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config [2026-01-08T20:36:03.961709] [DEBUG] [MAG ] Building data for symbol: FIXD with lookback: 0 [2026-01-08T20:36:03.962510] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:03.962590] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:03.963419] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:03.963935] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:03.964332] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:03.964346] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:03.964902] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:03.965462] [INFO ] [LOCAL ] JPEF: Saved forecast. [2026-01-08T20:36:03.965532] [INFO ] [main ] JPEF: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=66.153%) [2026-01-08T20:36:03.965732] [INFO ] [main ] Fetching symbol history for PRME... [2026-01-08T20:36:03.965732] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:36:03.965788] [DEBUG] [REMOTE ] PRME: Fetching historical data. [2026-01-08T20:36:03.966727] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:36:03.967657] [INFO ] [main ] Progress: 282/392 forecasts completed (71.9%). JPEF finished in 0.7s. ETA: 18.8s. Rate: 350.45 forecasts/min [2026-01-08T20:36:03.968728] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:03.972729] [INFO ] [LOCAL ] APLE: Saved forecast. [2026-01-08T20:36:03.972804] [INFO ] [main ] APLE: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=45.0714%) [2026-01-08T20:36:03.973149] [INFO ] [main ] Fetching symbol history for UNP... [2026-01-08T20:36:03.973200] [DEBUG] [REMOTE ] UNP: Fetching historical data. [2026-01-08T20:36:03.973618] [INFO ] [main ] Progress: 283/392 forecasts completed (72.2%). APLE finished in 0.6s. ETA: 18.6s. Rate: 351.65 forecasts/min [2026-01-08T20:36:03.978510] [DEBUG] [REMOTE ] PRME: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:03.979334] [DEBUG] [LOCAL ] Loaded configuration for PRME: 2 features, N/A% accuracy [2026-01-08T20:36:03.979388] [INFO ] [LOCAL ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config [2026-01-08T20:36:03.979420] [DEBUG] [MAG ] Building data for symbol: PRME with lookback: 0 [2026-01-08T20:36:03.980318] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:03.980383] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:36:03.983221] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:36:03.984092] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:03.986498] [DEBUG] [REMOTE ] UNP: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:03.999928] [DEBUG] [LOCAL ] Loaded configuration for UNP: 9 features, N/A% accuracy [2026-01-08T20:36:04.000052] [INFO ] [LOCAL ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config [2026-01-08T20:36:04.000088] [DEBUG] [MAG ] Building data for symbol: UNP with lookback: 0 [2026-01-08T20:36:04.001236] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:36:04.001308] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:04.006194] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:04.008036] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:04.008542] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:04.009009] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:04.009406] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:04.011784] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:36:04.013003] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:36:04.015739] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:36:04.017135] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:04.042235] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:36:04.044243] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:04.316160] [DEBUG] [MAG ] FIXD: Last date is validated at 2026-01-08 [2026-01-08T20:36:04.327791] [DEBUG] [MAG ] PRME: Last date is validated at 2026-01-08 [2026-01-08T20:36:04.388392] [DEBUG] [MAG ] ADC: Last date is validated at 2026-01-08 [2026-01-08T20:36:04.392968] [DEBUG] [MAG ] UNP: Last date is validated at 2026-01-08 [2026-01-08T20:36:04.488779] [DEBUG] [MAG ] FIXD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:04.497792] [DEBUG] [MAG ] PRME: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:04.548274] [INFO ] [LOCAL ] FIXD: Saved forecast. [2026-01-08T20:36:04.548360] [INFO ] [main ] FIXD: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=63.3698%) [2026-01-08T20:36:04.548856] [INFO ] [main ] Fetching symbol history for BIAF... [2026-01-08T20:36:04.548905] [DEBUG] [REMOTE ] BIAF: Fetching historical data. [2026-01-08T20:36:04.548765] [INFO ] [main ] Progress: 284/392 forecasts completed (72.4%). FIXD finished in 0.6s. ETA: 18.6s. Rate: 348.74 forecasts/min [2026-01-08T20:36:04.557194] [DEBUG] [MAG ] ADC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:04.558629] [INFO ] [LOCAL ] PRME: Saved forecast. [2026-01-08T20:36:04.558698] [INFO ] [main ] PRME: Signal=1 (Conf=90.0%), Magnitude=-5.97% (Conf=57.584%) [2026-01-08T20:36:04.559106] [INFO ] [main ] Fetching symbol history for GSK... [2026-01-08T20:36:04.559157] [DEBUG] [REMOTE ] GSK: Fetching historical data. [2026-01-08T20:36:04.559126] [INFO ] [main ] Progress: 285/392 forecasts completed (72.7%). PRME finished in 0.6s. ETA: 18.3s. Rate: 349.89 forecasts/min [2026-01-08T20:36:04.561618] [DEBUG] [REMOTE ] BIAF: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:04.562411] [DEBUG] [LOCAL ] Loaded configuration for BIAF: 6 features, N/A% accuracy [2026-01-08T20:36:04.562460] [INFO ] [LOCAL ] BIAF: Loaded 6 optimal features with 49.21% confidence from JSON config [2026-01-08T20:36:04.562490] [DEBUG] [MAG ] Building data for symbol: BIAF with lookback: 0 [2026-01-08T20:36:04.563265] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:04.563326] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:04.564502] [DEBUG] [MAG ] UNP: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:04.565016] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:04.565508] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:04.565964] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:04.566357] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:04.570852] [DEBUG] [REMOTE ] GSK: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:04.571610] [DEBUG] [LOCAL ] Loaded configuration for GSK: 4 features, N/A% accuracy [2026-01-08T20:36:04.571665] [INFO ] [LOCAL ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config [2026-01-08T20:36:04.571695] [DEBUG] [MAG ] Building data for symbol: GSK with lookback: 0 [2026-01-08T20:36:04.572452] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:04.572513] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:04.574195] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:04.574729] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:04.575171] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:04.613642] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:04.644125] [INFO ] [LOCAL ] ADC: Saved forecast. [2026-01-08T20:36:04.644191] [INFO ] [main ] ADC: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=61.4393%) [2026-01-08T20:36:04.644553] [INFO ] [main ] Fetching symbol history for WNEB... [2026-01-08T20:36:04.644619] [DEBUG] [REMOTE ] WNEB: Fetching historical data. [2026-01-08T20:36:04.645652] [INFO ] [main ] Progress: 286/392 forecasts completed (73.0%). ADC finished in 0.7s. ETA: 18.1s. Rate: 350.50 forecasts/min [2026-01-08T20:36:04.655039] [DEBUG] [REMOTE ] WNEB: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:04.655918] [DEBUG] [LOCAL ] Loaded configuration for WNEB: 4 features, N/A% accuracy [2026-01-08T20:36:04.655969] [INFO ] [LOCAL ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config [2026-01-08T20:36:04.655999] [DEBUG] [MAG ] Building data for symbol: WNEB with lookback: 0 [2026-01-08T20:36:04.656791] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:04.656851] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:04.658560] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:04.659085] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:04.659515] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:04.660303] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:04.677217] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:04.679295] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:04.691224] [INFO ] [LOCAL ] UNP: Saved forecast. [2026-01-08T20:36:04.691652] [INFO ] [main ] UNP: Signal=1 (Conf=90.0%), Magnitude=1.42% (Conf=69.8631%) [2026-01-08T20:36:04.691817] [INFO ] [main ] Fetching symbol history for SSNC... [2026-01-08T20:36:04.691861] [DEBUG] [REMOTE ] SSNC: Fetching historical data. [2026-01-08T20:36:04.693692] [INFO ] [main ] Progress: 287/392 forecasts completed (73.2%). UNP finished in 0.7s. ETA: 17.9s. Rate: 351.38 forecasts/min [2026-01-08T20:36:04.705429] [DEBUG] [REMOTE ] SSNC: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:04.706556] [DEBUG] [LOCAL ] Loaded configuration for SSNC: 8 features, N/A% accuracy [2026-01-08T20:36:04.706630] [INFO ] [LOCAL ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config [2026-01-08T20:36:04.706663] [DEBUG] [MAG ] Building data for symbol: SSNC with lookback: 0 [2026-01-08T20:36:04.707474] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:36:04.707539] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:04.712873] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:04.713882] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:04.716402] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:04.718146] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:36:04.719209] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:36:04.719941] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:36:04.720660] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:36:04.721691] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:04.968169] [DEBUG] [MAG ] GSK: Last date is validated at 2026-01-08 [2026-01-08T20:36:05.007851] [DEBUG] [MAG ] WNEB: Last date is validated at 2026-01-08 [2026-01-08T20:36:05.043811] [DEBUG] [MAG ] BIAF: Last date is validated at 2026-01-08 [2026-01-08T20:36:05.078789] [DEBUG] [MAG ] SSNC: Last date is validated at 2026-01-08 [2026-01-08T20:36:05.163689] [DEBUG] [MAG ] GSK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:05.197155] [DEBUG] [MAG ] WNEB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:05.213722] [DEBUG] [MAG ] BIAF: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:05.247238] [INFO ] [LOCAL ] GSK: Saved forecast. [2026-01-08T20:36:05.247305] [INFO ] [main ] GSK: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=61.5832%) [2026-01-08T20:36:05.247723] [INFO ] [main ] Fetching symbol history for WB... [2026-01-08T20:36:05.247776] [DEBUG] [REMOTE ] WB: Fetching historical data. [2026-01-08T20:36:05.247746] [INFO ] [main ] Progress: 288/392 forecasts completed (73.5%). GSK finished in 0.7s. ETA: 17.9s. Rate: 348.66 forecasts/min [2026-01-08T20:36:05.253866] [DEBUG] [MAG ] SSNC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:05.258539] [DEBUG] [REMOTE ] WB: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:05.259039] [INFO ] [LOCAL ] WNEB: Saved forecast. [2026-01-08T20:36:05.259104] [INFO ] [main ] WNEB: Signal=1 (Conf=90.0%), Magnitude=2.37% (Conf=43.1452%) [2026-01-08T20:36:05.259265] [INFO ] [main ] Fetching symbol history for SMFG... [2026-01-08T20:36:05.259308] [DEBUG] [REMOTE ] SMFG: Fetching historical data. [2026-01-08T20:36:05.259516] [DEBUG] [LOCAL ] Loaded configuration for WB: 5 features, N/A% accuracy [2026-01-08T20:36:05.259598] [INFO ] [LOCAL ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config [2026-01-08T20:36:05.259633] [DEBUG] [MAG ] Building data for symbol: WB with lookback: 0 [2026-01-08T20:36:05.259516] [INFO ] [main ] Progress: 289/392 forecasts completed (73.7%). WNEB finished in 0.6s. ETA: 17.7s. Rate: 349.79 forecasts/min [2026-01-08T20:36:05.260406] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:05.260479] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:05.262207] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:05.262751] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:05.263679] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:36:05.265203] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:36:05.266335] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:05.270452] [DEBUG] [REMOTE ] SMFG: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:05.273056] [DEBUG] [LOCAL ] Loaded configuration for SMFG: 10 features, N/A% accuracy [2026-01-08T20:36:05.273109] [INFO ] [LOCAL ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config [2026-01-08T20:36:05.273141] [DEBUG] [MAG ] Building data for symbol: SMFG with lookback: 0 [2026-01-08T20:36:05.273961] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-08T20:36:05.274026] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:05.279452] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:05.281434] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:05.282157] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:05.282544] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:05.283464] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:05.284276] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:05.323687] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:36:05.326343] [INFO ] [LOCAL ] BIAF: Saved forecast. [2026-01-08T20:36:05.326407] [INFO ] [main ] BIAF: Signal=1 (Conf=90.0%), Magnitude=-90.95% (Conf=49.213%) [2026-01-08T20:36:05.326750] [INFO ] [main ] Fetching symbol history for BGX... [2026-01-08T20:36:05.326803] [DEBUG] [REMOTE ] BGX: Fetching historical data. [2026-01-08T20:36:05.327685] [INFO ] [main ] Progress: 290/392 forecasts completed (74.0%). BIAF finished in 0.8s. ETA: 17.5s. Rate: 350.52 forecasts/min [2026-01-08T20:36:05.328148] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:36:05.328960] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:36:05.329725] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:05.340720] [DEBUG] [REMOTE ] BGX: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:05.341785] [DEBUG] [LOCAL ] Loaded configuration for BGX: 8 features, N/A% accuracy [2026-01-08T20:36:05.341840] [INFO ] [LOCAL ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config [2026-01-08T20:36:05.341879] [DEBUG] [MAG ] Building data for symbol: BGX with lookback: 0 [2026-01-08T20:36:05.342669] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:36:05.342730] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:05.347798] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:05.350129] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:05.350629] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:05.351181] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:05.353461] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:05.354894] [INFO ] [LOCAL ] SSNC: Saved forecast. [2026-01-08T20:36:05.354959] [INFO ] [main ] SSNC: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=55.4964%) [2026-01-08T20:36:05.355303] [INFO ] [main ] Progress: 291/392 forecasts completed (74.2%). SSNC finished in 0.7s. ETA: 17.2s. Rate: 351.53 forecasts/min [2026-01-08T20:36:05.355436] [INFO ] [main ] Fetching symbol history for ASML... [2026-01-08T20:36:05.355481] [DEBUG] [REMOTE ] ASML: Fetching historical data. [2026-01-08T20:36:05.369250] [DEBUG] [REMOTE ] ASML: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:05.370340] [DEBUG] [LOCAL ] Loaded configuration for ASML: 4 features, N/A% accuracy [2026-01-08T20:36:05.370414] [INFO ] [LOCAL ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config [2026-01-08T20:36:05.370452] [DEBUG] [MAG ] Building data for symbol: ASML with lookback: 0 [2026-01-08T20:36:05.371500] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:05.371562] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:05.376512] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:05.391462] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:05.392264] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:36:05.393872] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:05.489200] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:36:05.492229] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:36:05.493369] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:05.623566] [DEBUG] [MAG ] WB: Last date is validated at 2026-01-08 [2026-01-08T20:36:05.678310] [DEBUG] [MAG ] SMFG: Last date is validated at 2026-01-08 [2026-01-08T20:36:05.744767] [DEBUG] [MAG ] BGX: Last date is validated at 2026-01-08 [2026-01-08T20:36:05.790690] [DEBUG] [MAG ] WB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:05.838821] [DEBUG] [MAG ] ASML: Last date is validated at 2026-01-08 [2026-01-08T20:36:05.844292] [DEBUG] [MAG ] SMFG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:05.911545] [DEBUG] [MAG ] BGX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:05.913525] [INFO ] [LOCAL ] WB: Saved forecast. [2026-01-08T20:36:05.913612] [INFO ] [main ] WB: Signal=1 (Conf=90.0%), Magnitude=-3.03% (Conf=61.3405%) [2026-01-08T20:36:05.913985] [INFO ] [main ] Fetching symbol history for STKL... [2026-01-08T20:36:05.914036] [DEBUG] [REMOTE ] STKL: Fetching historical data. [2026-01-08T20:36:05.914659] [INFO ] [main ] Progress: 292/392 forecasts completed (74.5%). WB finished in 0.7s. ETA: 17.2s. Rate: 348.81 forecasts/min [2026-01-08T20:36:05.921173] [INFO ] [LOCAL ] SMFG: Saved forecast. [2026-01-08T20:36:05.921262] [INFO ] [main ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=48.6359%) [2026-01-08T20:36:05.921435] [INFO ] [main ] Fetching symbol history for KTB... [2026-01-08T20:36:05.921480] [DEBUG] [REMOTE ] KTB: Fetching historical data. [2026-01-08T20:36:05.922619] [INFO ] [main ] Progress: 293/392 forecasts completed (74.7%). SMFG finished in 0.7s. ETA: 17.0s. Rate: 349.95 forecasts/min [2026-01-08T20:36:05.926127] [DEBUG] [REMOTE ] STKL: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:05.927025] [DEBUG] [LOCAL ] Loaded configuration for STKL: 8 features, N/A% accuracy [2026-01-08T20:36:05.927076] [INFO ] [LOCAL ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config [2026-01-08T20:36:05.927107] [DEBUG] [MAG ] Building data for symbol: STKL with lookback: 0 [2026-01-08T20:36:05.928085] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:36:05.933130] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:05.934293] [DEBUG] [REMOTE ] KTB: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:05.935283] [DEBUG] [LOCAL ] Loaded configuration for KTB: 7 features, N/A% accuracy [2026-01-08T20:36:05.935336] [INFO ] [LOCAL ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config [2026-01-08T20:36:05.935378] [DEBUG] [MAG ] Building data for symbol: KTB with lookback: 0 [2026-01-08T20:36:05.936179] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:36:05.936246] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:05.937977] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:05.938430] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:05.938517] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:05.939442] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:05.940273] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:05.940774] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:05.941221] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:05.942022] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:05.977612] [INFO ] [LOCAL ] BGX: Saved forecast. [2026-01-08T20:36:05.977684] [INFO ] [main ] BGX: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=39.5106%) [2026-01-08T20:36:05.978038] [INFO ] [main ] Fetching symbol history for JLL... [2026-01-08T20:36:05.978084] [DEBUG] [REMOTE ] JLL: Fetching historical data. [2026-01-08T20:36:05.979621] [INFO ] [main ] Progress: 294/392 forecasts completed (75.0%). BGX finished in 0.7s. ETA: 16.8s. Rate: 350.75 forecasts/min [2026-01-08T20:36:05.992982] [DEBUG] [REMOTE ] JLL: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:05.993967] [DEBUG] [LOCAL ] Loaded configuration for JLL: 3 features, N/A% accuracy [2026-01-08T20:36:05.994030] [INFO ] [LOCAL ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config [2026-01-08T20:36:05.994393] [DEBUG] [MAG ] Building data for symbol: JLL with lookback: 0 [2026-01-08T20:36:05.995213] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:05.995274] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:06.000131] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:06.000980] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:36:06.003592] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:06.011128] [DEBUG] [MAG ] ASML: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:06.060231] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:06.061442] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:36:06.062101] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:06.065172] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:06.067234] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:36:06.121110] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:36:06.200142] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:06.218872] [INFO ] [LOCAL ] ASML: Saved forecast. [2026-01-08T20:36:06.218948] [INFO ] [main ] ASML: Signal=1 (Conf=90.0%), Magnitude=1.66% (Conf=48.3918%) [2026-01-08T20:36:06.219319] [INFO ] [main ] Progress: 295/392 forecasts completed (75.3%). ASML finished in 0.9s. ETA: 16.6s. Rate: 350.27 forecasts/min [2026-01-08T20:36:06.219448] [INFO ] [main ] Fetching symbol history for HPQ... [2026-01-08T20:36:06.219494] [DEBUG] [REMOTE ] HPQ: Fetching historical data. [2026-01-08T20:36:06.233485] [DEBUG] [REMOTE ] HPQ: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:06.234531] [DEBUG] [LOCAL ] Loaded configuration for HPQ: 1 features, N/A% accuracy [2026-01-08T20:36:06.234606] [INFO ] [LOCAL ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config [2026-01-08T20:36:06.234651] [DEBUG] [MAG ] Building data for symbol: HPQ with lookback: 0 [2026-01-08T20:36:06.235477] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:36:06.235536] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:06.276610] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:06.348301] [DEBUG] [MAG ] JLL: Last date is validated at 2026-01-08 [2026-01-08T20:36:06.417280] [DEBUG] [MAG ] KTB: Last date is validated at 2026-01-08 [2026-01-08T20:36:06.521210] [DEBUG] [MAG ] JLL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:06.554191] [DEBUG] [MAG ] STKL: Last date is validated at 2026-01-08 [2026-01-08T20:36:06.594670] [DEBUG] [MAG ] KTB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:06.629284] [DEBUG] [MAG ] HPQ: Last date is validated at 2026-01-08 [2026-01-08T20:36:06.675863] [INFO ] [LOCAL ] JLL: Saved forecast. [2026-01-08T20:36:06.675937] [INFO ] [main ] JLL: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=45.2981%) [2026-01-08T20:36:06.676334] [INFO ] [main ] Fetching symbol history for CHCO... [2026-01-08T20:36:06.676387] [DEBUG] [REMOTE ] CHCO: Fetching historical data. [2026-01-08T20:36:06.676668] [INFO ] [main ] Progress: 296/392 forecasts completed (75.5%). JLL finished in 0.7s. ETA: 16.5s. Rate: 348.30 forecasts/min [2026-01-08T20:36:06.690709] [DEBUG] [REMOTE ] CHCO: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:06.691759] [DEBUG] [LOCAL ] Loaded configuration for CHCO: 5 features, N/A% accuracy [2026-01-08T20:36:06.691835] [INFO ] [LOCAL ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config [2026-01-08T20:36:06.691888] [DEBUG] [MAG ] Building data for symbol: CHCO with lookback: 0 [2026-01-08T20:36:06.693046] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:06.693144] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:06.694213] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:36:06.694959] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:36:06.695811] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:36:06.700959] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:36:06.702637] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:06.731207] [INFO ] [LOCAL ] KTB: Saved forecast. [2026-01-08T20:36:06.731286] [INFO ] [main ] KTB: Signal=1 (Conf=90.0%), Magnitude=8.39% (Conf=48.3931%) [2026-01-08T20:36:06.731488] [INFO ] [main ] Fetching symbol history for NCLH... [2026-01-08T20:36:06.731534] [DEBUG] [REMOTE ] NCLH: Fetching historical data. [2026-01-08T20:36:06.732163] [DEBUG] [MAG ] STKL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:06.733653] [INFO ] [main ] Progress: 297/392 forecasts completed (75.8%). KTB finished in 0.8s. ETA: 16.3s. Rate: 349.09 forecasts/min [2026-01-08T20:36:06.744516] [DEBUG] [REMOTE ] NCLH: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:06.745953] [DEBUG] [LOCAL ] Loaded configuration for NCLH: 10 features, N/A% accuracy [2026-01-08T20:36:06.746016] [INFO ] [LOCAL ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config [2026-01-08T20:36:06.746050] [DEBUG] [MAG ] Building data for symbol: NCLH with lookback: 0 [2026-01-08T20:36:06.747112] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-08T20:36:06.747200] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:06.749518] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:06.750202] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:06.750739] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:06.751771] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:36:06.752689] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:06.753260] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:36:06.754633] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:36:06.756853] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:36:06.758193] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:36:06.759091] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:06.806710] [INFO ] [LOCAL ] STKL: Saved forecast. [2026-01-08T20:36:06.806800] [INFO ] [main ] STKL: Signal=1 (Conf=90.0%), Magnitude=-3.88% (Conf=52.909%) [2026-01-08T20:36:06.807253] [INFO ] [main ] Fetching symbol history for PSNL... [2026-01-08T20:36:06.807319] [DEBUG] [REMOTE ] PSNL: Fetching historical data. [2026-01-08T20:36:06.807689] [INFO ] [main ] Progress: 298/392 forecasts completed (76.0%). STKL finished in 0.9s. ETA: 16.1s. Rate: 349.76 forecasts/min [2026-01-08T20:36:06.819806] [DEBUG] [REMOTE ] PSNL: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:06.820427] [DEBUG] [MAG ] HPQ: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:06.820808] [DEBUG] [LOCAL ] Loaded configuration for PSNL: 1 features, N/A% accuracy [2026-01-08T20:36:06.820879] [INFO ] [LOCAL ] PSNL: Loaded 1 optimal features with 49.94% confidence from JSON config [2026-01-08T20:36:06.820919] [DEBUG] [MAG ] Building data for symbol: PSNL with lookback: 0 [2026-01-08T20:36:06.821996] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:36:06.822066] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:06.827953] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:06.920278] [INFO ] [LOCAL ] HPQ: Saved forecast. [2026-01-08T20:36:06.920360] [INFO ] [main ] HPQ: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=48.7735%) [2026-01-08T20:36:06.920859] [INFO ] [main ] Progress: 299/392 forecasts completed (76.3%). HPQ finished in 0.7s. ETA: 15.9s. Rate: 350.16 forecasts/min [2026-01-08T20:36:06.921017] [INFO ] [main ] Fetching symbol history for QCOM... [2026-01-08T20:36:06.921065] [DEBUG] [REMOTE ] QCOM: Fetching historical data. [2026-01-08T20:36:06.936979] [DEBUG] [REMOTE ] QCOM: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:06.938124] [DEBUG] [LOCAL ] Loaded configuration for QCOM: 8 features, N/A% accuracy [2026-01-08T20:36:06.938195] [INFO ] [LOCAL ] QCOM: Loaded 8 optimal features with 52.55% confidence from JSON config [2026-01-08T20:36:06.938231] [DEBUG] [MAG ] Building data for symbol: QCOM with lookback: 0 [2026-01-08T20:36:06.939377] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:36:06.939454] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:06.945119] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:06.947176] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:06.947763] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:06.948273] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:06.948729] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:06.949790] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:07.100661] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:36:07.103351] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:07.162838] [DEBUG] [MAG ] CHCO: Last date is validated at 2026-01-08 [2026-01-08T20:36:07.362436] [DEBUG] [MAG ] PSNL: Last date is validated at 2026-01-08 [2026-01-08T20:36:07.441379] [DEBUG] [MAG ] NCLH: Last date is validated at 2026-01-08 [2026-01-08T20:36:07.442511] [DEBUG] [MAG ] CHCO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:07.583015] [INFO ] [LOCAL ] CHCO: Saved forecast. [2026-01-08T20:36:07.583112] [INFO ] [main ] CHCO: Signal=1 (Conf=90.0%), Magnitude=2.27% (Conf=56.1825%) [2026-01-08T20:36:07.583618] [INFO ] [main ] Fetching symbol history for ERIE... [2026-01-08T20:36:07.583685] [DEBUG] [REMOTE ] ERIE: Fetching historical data. [2026-01-08T20:36:07.584156] [INFO ] [main ] Progress: 300/392 forecasts completed (76.5%). CHCO finished in 0.9s. ETA: 15.9s. Rate: 346.84 forecasts/min [2026-01-08T20:36:07.595352] [DEBUG] [MAG ] PSNL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:07.601100] [DEBUG] [REMOTE ] ERIE: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:07.602477] [DEBUG] [LOCAL ] Loaded configuration for ERIE: 3 features, N/A% accuracy [2026-01-08T20:36:07.602544] [INFO ] [LOCAL ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config [2026-01-08T20:36:07.602614] [DEBUG] [MAG ] Building data for symbol: ERIE with lookback: 0 [2026-01-08T20:36:07.603732] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:07.603808] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:07.604790] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:36:07.618637] [DEBUG] [MAG ] QCOM: Last date is validated at 2026-01-08 [2026-01-08T20:36:07.669604] [DEBUG] [MAG ] NCLH: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:07.674949] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:36:07.676942] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:07.695685] [INFO ] [LOCAL ] PSNL: Saved forecast. [2026-01-08T20:36:07.695786] [INFO ] [main ] PSNL: Signal=1 (Conf=90.0%), Magnitude=-7.85% (Conf=49.9389%) [2026-01-08T20:36:07.696305] [INFO ] [main ] Fetching symbol history for SENEA... [2026-01-08T20:36:07.696379] [DEBUG] [REMOTE ] SENEA: Fetching historical data. [2026-01-08T20:36:07.697662] [INFO ] [main ] Progress: 301/392 forecasts completed (76.8%). PSNL finished in 0.9s. ETA: 15.7s. Rate: 347.23 forecasts/min [2026-01-08T20:36:07.709899] [DEBUG] [REMOTE ] SENEA: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:07.710893] [DEBUG] [LOCAL ] Loaded configuration for SENEA: 1 features, N/A% accuracy [2026-01-08T20:36:07.710949] [INFO ] [LOCAL ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config [2026-01-08T20:36:07.710982] [DEBUG] [MAG ] Building data for symbol: SENEA with lookback: 0 [2026-01-08T20:36:07.711870] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:36:07.711932] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:07.716984] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:07.759325] [INFO ] [LOCAL ] NCLH: Saved forecast. [2026-01-08T20:36:07.759398] [INFO ] [main ] NCLH: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=46.1699%) [2026-01-08T20:36:07.759804] [INFO ] [main ] Fetching symbol history for TAYD... [2026-01-08T20:36:07.759859] [DEBUG] [REMOTE ] TAYD: Fetching historical data. [2026-01-08T20:36:07.761664] [INFO ] [main ] Progress: 302/392 forecasts completed (77.0%). NCLH finished in 1.0s. ETA: 15.5s. Rate: 347.96 forecasts/min [2026-01-08T20:36:07.772254] [DEBUG] [REMOTE ] TAYD: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:07.773675] [DEBUG] [LOCAL ] Loaded configuration for TAYD: 6 features, N/A% accuracy [2026-01-08T20:36:07.773742] [INFO ] [LOCAL ] TAYD: Loaded 6 optimal features with 48.53% confidence from JSON config [2026-01-08T20:36:07.773786] [DEBUG] [MAG ] Building data for symbol: TAYD with lookback: 0 [2026-01-08T20:36:07.774758] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:07.774834] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:07.776640] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:07.777189] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:07.777617] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:07.780257] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:36:07.781359] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:36:07.785899] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:07.801273] [DEBUG] [MAG ] QCOM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:07.937984] [INFO ] [LOCAL ] QCOM: Saved forecast. [2026-01-08T20:36:07.938051] [INFO ] [main ] QCOM: Signal=1 (Conf=90.0%), Magnitude=3.71% (Conf=52.5477%) [2026-01-08T20:36:07.938444] [INFO ] [main ] Progress: 303/392 forecasts completed (77.3%). QCOM finished in 1.0s. ETA: 15.3s. Rate: 347.93 forecasts/min [2026-01-08T20:36:07.938611] [INFO ] [main ] Fetching symbol history for AMBA... [2026-01-08T20:36:07.938666] [DEBUG] [REMOTE ] AMBA: Fetching historical data. [2026-01-08T20:36:07.953018] [DEBUG] [REMOTE ] AMBA: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:07.954309] [DEBUG] [LOCAL ] Loaded configuration for AMBA: 8 features, N/A% accuracy [2026-01-08T20:36:07.954365] [INFO ] [LOCAL ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config [2026-01-08T20:36:07.954396] [DEBUG] [MAG ] Building data for symbol: AMBA with lookback: 0 [2026-01-08T20:36:07.955237] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:36:07.955859] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:07.961544] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:07.963698] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:07.964204] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:07.964693] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:36:08.016021] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:36:08.018207] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:36:08.021373] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-08T20:36:08.023230] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:08.087022] [DEBUG] [MAG ] SENEA: Last date is validated at 2026-01-08 [2026-01-08T20:36:08.096134] [DEBUG] [MAG ] ERIE: Last date is validated at 2026-01-08 [2026-01-08T20:36:08.152486] [DEBUG] [MAG ] TAYD: Last date is validated at 2026-01-08 [2026-01-08T20:36:08.269208] [DEBUG] [MAG ] ERIE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:08.277145] [DEBUG] [MAG ] SENEA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:08.351617] [DEBUG] [MAG ] TAYD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:08.378310] [INFO ] [LOCAL ] SENEA: Saved forecast. [2026-01-08T20:36:08.378382] [INFO ] [main ] SENEA: Signal=1 (Conf=90.0%), Magnitude=-1.11% (Conf=47.06%) [2026-01-08T20:36:08.378810] [INFO ] [main ] Fetching symbol history for DEA... [2026-01-08T20:36:08.378868] [DEBUG] [REMOTE ] DEA: Fetching historical data. [2026-01-08T20:36:08.379668] [INFO ] [main ] Progress: 304/392 forecasts completed (77.6%). SENEA finished in 0.7s. ETA: 15.3s. Rate: 346.16 forecasts/min [2026-01-08T20:36:08.389699] [DEBUG] [MAG ] AMBA: Last date is validated at 2026-01-08 [2026-01-08T20:36:08.390540] [DEBUG] [REMOTE ] DEA: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:08.391664] [DEBUG] [LOCAL ] Loaded configuration for DEA: 3 features, N/A% accuracy [2026-01-08T20:36:08.391720] [INFO ] [LOCAL ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config [2026-01-08T20:36:08.391752] [DEBUG] [MAG ] Building data for symbol: DEA with lookback: 0 [2026-01-08T20:36:08.392562] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:08.392644] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:08.394399] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:08.394942] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:08.395347] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:08.402812] [INFO ] [LOCAL ] ERIE: Saved forecast. [2026-01-08T20:36:08.402880] [INFO ] [main ] ERIE: Signal=1 (Conf=90.0%), Magnitude=-0.97% (Conf=63.0898%) [2026-01-08T20:36:08.403261] [INFO ] [main ] Fetching symbol history for HSBC... [2026-01-08T20:36:08.403311] [DEBUG] [REMOTE ] HSBC: Fetching historical data. [2026-01-08T20:36:08.404150] [INFO ] [main ] Progress: 305/392 forecasts completed (77.8%). ERIE finished in 0.8s. ETA: 15.0s. Rate: 347.13 forecasts/min [2026-01-08T20:36:08.416434] [DEBUG] [REMOTE ] HSBC: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:08.417394] [DEBUG] [LOCAL ] Loaded configuration for HSBC: 2 features, N/A% accuracy [2026-01-08T20:36:08.417447] [INFO ] [LOCAL ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config [2026-01-08T20:36:08.417477] [DEBUG] [MAG ] Building data for symbol: HSBC with lookback: 0 [2026-01-08T20:36:08.418311] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:08.418371] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:08.423131] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:36:08.450688] [INFO ] [LOCAL ] TAYD: Saved forecast. [2026-01-08T20:36:08.450766] [INFO ] [main ] TAYD: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=48.5296%) [2026-01-08T20:36:08.451143] [INFO ] [main ] Progress: 306/392 forecasts completed (78.1%). TAYD finished in 0.7s. ETA: 14.8s. Rate: 347.96 forecasts/min [2026-01-08T20:36:08.451341] [INFO ] [main ] Fetching symbol history for NATH... [2026-01-08T20:36:08.451389] [DEBUG] [REMOTE ] NATH: Fetching historical data. [2026-01-08T20:36:08.462139] [DEBUG] [REMOTE ] NATH: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:08.463110] [DEBUG] [LOCAL ] Loaded configuration for NATH: 3 features, N/A% accuracy [2026-01-08T20:36:08.463164] [INFO ] [LOCAL ] NATH: Loaded 3 optimal features with 58.58% confidence from JSON config [2026-01-08T20:36:08.463196] [DEBUG] [MAG ] Building data for symbol: NATH with lookback: 0 [2026-01-08T20:36:08.464141] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:08.464211] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:08.474601] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:08.564544] [DEBUG] [MAG ] AMBA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:08.577046] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:08.578090] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:36:08.654995] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:08.685791] [INFO ] [LOCAL ] AMBA: Saved forecast. [2026-01-08T20:36:08.685860] [INFO ] [main ] AMBA: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=55.1466%) [2026-01-08T20:36:08.686320] [INFO ] [main ] Fetching symbol history for CCNE... [2026-01-08T20:36:08.686374] [DEBUG] [REMOTE ] CCNE: Fetching historical data. [2026-01-08T20:36:08.686662] [INFO ] [main ] Progress: 307/392 forecasts completed (78.3%). AMBA finished in 0.7s. ETA: 14.7s. Rate: 347.55 forecasts/min [2026-01-08T20:36:08.700043] [DEBUG] [REMOTE ] CCNE: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:08.701250] [DEBUG] [LOCAL ] Loaded configuration for CCNE: 3 features, N/A% accuracy [2026-01-08T20:36:08.701307] [INFO ] [LOCAL ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config [2026-01-08T20:36:08.701338] [DEBUG] [MAG ] Building data for symbol: CCNE with lookback: 0 [2026-01-08T20:36:08.702219] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:08.702284] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:08.704047] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:08.704640] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:08.705125] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:08.741481] [DEBUG] [MAG ] DEA: Last date is validated at 2026-01-08 [2026-01-08T20:36:08.816740] [DEBUG] [MAG ] HSBC: Last date is validated at 2026-01-08 [2026-01-08T20:36:08.915370] [DEBUG] [MAG ] DEA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:08.985621] [INFO ] [LOCAL ] DEA: Saved forecast. [2026-01-08T20:36:08.985695] [INFO ] [main ] DEA: Signal=1 (Conf=90.0%), Magnitude=4.15% (Conf=47.7839%) [2026-01-08T20:36:08.986101] [INFO ] [main ] Fetching symbol history for BUSE... [2026-01-08T20:36:08.986156] [DEBUG] [REMOTE ] BUSE: Fetching historical data. [2026-01-08T20:36:08.986668] [INFO ] [main ] Progress: 308/392 forecasts completed (78.6%). DEA finished in 0.6s. ETA: 14.5s. Rate: 346.72 forecasts/min [2026-01-08T20:36:08.988951] [DEBUG] [MAG ] HSBC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:08.997717] [DEBUG] [REMOTE ] BUSE: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:08.998948] [DEBUG] [LOCAL ] Loaded configuration for BUSE: 3 features, N/A% accuracy [2026-01-08T20:36:08.999009] [INFO ] [LOCAL ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config [2026-01-08T20:36:08.999041] [DEBUG] [MAG ] Building data for symbol: BUSE with lookback: 0 [2026-01-08T20:36:08.999927] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:08.999988] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:09.005409] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:09.006515] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:36:09.014163] [DEBUG] [MAG ] NATH: Last date is validated at 2026-01-08 [2026-01-08T20:36:09.059630] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:09.073304] [DEBUG] [MAG ] CCNE: Last date is validated at 2026-01-08 [2026-01-08T20:36:09.081468] [INFO ] [LOCAL ] HSBC: Saved forecast. [2026-01-08T20:36:09.081536] [INFO ] [main ] HSBC: Signal=1 (Conf=90.0%), Magnitude=2.02% (Conf=66.3005%) [2026-01-08T20:36:09.081711] [INFO ] [main ] Fetching symbol history for PEGA... [2026-01-08T20:36:09.081756] [DEBUG] [REMOTE ] PEGA: Fetching historical data. [2026-01-08T20:36:09.083658] [INFO ] [main ] Progress: 309/392 forecasts completed (78.8%). HSBC finished in 0.7s. ETA: 14.3s. Rate: 347.21 forecasts/min [2026-01-08T20:36:09.095713] [DEBUG] [REMOTE ] PEGA: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:09.096781] [DEBUG] [LOCAL ] Loaded configuration for PEGA: 1 features, N/A% accuracy [2026-01-08T20:36:09.096835] [INFO ] [LOCAL ] PEGA: Loaded 1 optimal features with 55.45% confidence from JSON config [2026-01-08T20:36:09.096867] [DEBUG] [MAG ] Building data for symbol: PEGA with lookback: 0 [2026-01-08T20:36:09.097701] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:36:09.097759] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:36:09.175461] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:09.180944] [DEBUG] [MAG ] NATH: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:09.250534] [DEBUG] [MAG ] CCNE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:09.280696] [INFO ] [LOCAL ] NATH: Saved forecast. [2026-01-08T20:36:09.280765] [INFO ] [main ] NATH: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=58.5755%) [2026-01-08T20:36:09.281277] [INFO ] [main ] Progress: 310/392 forecasts completed (79.1%). NATH finished in 0.8s. ETA: 14.2s. Rate: 347.05 forecasts/min [2026-01-08T20:36:09.281406] [INFO ] [main ] Fetching symbol history for PMVP... [2026-01-08T20:36:09.281448] [DEBUG] [REMOTE ] PMVP: Fetching historical data. [2026-01-08T20:36:09.293447] [DEBUG] [REMOTE ] PMVP: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:09.294161] [DEBUG] [LOCAL ] Loaded configuration for PMVP: 7 features, N/A% accuracy [2026-01-08T20:36:09.294212] [INFO ] [LOCAL ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config [2026-01-08T20:36:09.294243] [DEBUG] [MAG ] Building data for symbol: PMVP with lookback: 0 [2026-01-08T20:36:09.295018] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:36:09.295080] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:09.300259] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:09.302522] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:09.303194] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:09.303596] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:09.304331] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:36:09.305157] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:36:09.308262] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:09.323602] [INFO ] [LOCAL ] CCNE: Saved forecast. [2026-01-08T20:36:09.323670] [INFO ] [main ] CCNE: Signal=1 (Conf=90.0%), Magnitude=4.38% (Conf=54.3409%) [2026-01-08T20:36:09.323828] [INFO ] [main ] Fetching symbol history for MRX... [2026-01-08T20:36:09.323870] [DEBUG] [REMOTE ] MRX: Fetching historical data. [2026-01-08T20:36:09.324853] [INFO ] [main ] Progress: 311/392 forecasts completed (79.3%). CCNE finished in 0.6s. ETA: 14.0s. Rate: 347.89 forecasts/min [2026-01-08T20:36:09.338682] [DEBUG] [REMOTE ] MRX: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:09.340214] [DEBUG] [LOCAL ] Loaded configuration for MRX: 1 features, N/A% accuracy [2026-01-08T20:36:09.340268] [INFO ] [LOCAL ] MRX: Loaded 1 optimal features with 62.06% confidence from JSON config [2026-01-08T20:36:09.340300] [DEBUG] [MAG ] Building data for symbol: MRX with lookback: 0 [2026-01-08T20:36:09.341284] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:36:09.341349] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:09.342562] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:09.422946] [DEBUG] [MAG ] BUSE: Last date is validated at 2026-01-08 [2026-01-08T20:36:09.537748] [DEBUG] [MAG ] PEGA: Last date is validated at 2026-01-08 [2026-01-08T20:36:09.609954] [DEBUG] [MAG ] BUSE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:09.653250] [DEBUG] [MAG ] PMVP: Last date is validated at 2026-01-08 [2026-01-08T20:36:09.684334] [INFO ] [LOCAL ] BUSE: Saved forecast. [2026-01-08T20:36:09.684405] [INFO ] [main ] BUSE: Signal=1 (Conf=90.0%), Magnitude=3.01% (Conf=46.8929%) [2026-01-08T20:36:09.684771] [INFO ] [main ] Fetching symbol history for MNSO... [2026-01-08T20:36:09.684831] [DEBUG] [REMOTE ] MNSO: Fetching historical data. [2026-01-08T20:36:09.685656] [INFO ] [main ] Progress: 312/392 forecasts completed (79.6%). BUSE finished in 0.7s. ETA: 13.8s. Rate: 346.67 forecasts/min [2026-01-08T20:36:09.696893] [DEBUG] [REMOTE ] MNSO: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:09.697729] [DEBUG] [MAG ] MRX: Last date is validated at 2026-01-08 [2026-01-08T20:36:09.697898] [DEBUG] [LOCAL ] Loaded configuration for MNSO: 4 features, N/A% accuracy [2026-01-08T20:36:09.697956] [INFO ] [LOCAL ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config [2026-01-08T20:36:09.698183] [DEBUG] [MAG ] Building data for symbol: MNSO with lookback: 0 [2026-01-08T20:36:09.699287] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:09.699351] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:09.708860] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-08T20:36:09.710339] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-08T20:36:09.713334] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-08T20:36:09.713465] [DEBUG] [MAG ] PEGA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:09.719465] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:09.815550] [INFO ] [LOCAL ] PEGA: Saved forecast. [2026-01-08T20:36:09.815636] [INFO ] [main ] PEGA: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=55.4483%) [2026-01-08T20:36:09.816001] [INFO ] [main ] Fetching symbol history for VUZI... [2026-01-08T20:36:09.816051] [DEBUG] [REMOTE ] VUZI: Fetching historical data. [2026-01-08T20:36:09.817655] [INFO ] [main ] Progress: 313/392 forecasts completed (79.8%). PEGA finished in 0.7s. ETA: 13.7s. Rate: 346.94 forecasts/min [2026-01-08T20:36:09.823081] [DEBUG] [MAG ] PMVP: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:09.829265] [DEBUG] [REMOTE ] VUZI: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:09.830459] [DEBUG] [LOCAL ] Loaded configuration for VUZI: 4 features, N/A% accuracy [2026-01-08T20:36:09.830513] [INFO ] [LOCAL ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config [2026-01-08T20:36:09.830546] [DEBUG] [MAG ] Building data for symbol: VUZI with lookback: 0 [2026-01-08T20:36:09.831423] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:09.831495] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:09.833619] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:09.834140] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:36:09.836198] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:36:09.837038] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:09.881456] [DEBUG] [MAG ] MRX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:09.882053] [INFO ] [LOCAL ] PMVP: Saved forecast. [2026-01-08T20:36:09.882120] [INFO ] [main ] PMVP: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=34.0092%) [2026-01-08T20:36:09.882497] [INFO ] [main ] Progress: 314/392 forecasts completed (80.1%). PMVP finished in 0.6s. ETA: 13.5s. Rate: 347.63 forecasts/min [2026-01-08T20:36:09.882638] [INFO ] [main ] Fetching symbol history for CPNG... [2026-01-08T20:36:09.882682] [DEBUG] [REMOTE ] CPNG: Fetching historical data. [2026-01-08T20:36:09.893738] [DEBUG] [REMOTE ] CPNG: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:09.894555] [DEBUG] [LOCAL ] Loaded configuration for CPNG: 5 features, N/A% accuracy [2026-01-08T20:36:09.894633] [INFO ] [LOCAL ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config [2026-01-08T20:36:09.894665] [DEBUG] [MAG ] Building data for symbol: CPNG with lookback: 0 [2026-01-08T20:36:09.895416] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:09.895815] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:09.900489] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:09.902258] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:09.902740] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:09.903479] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:36:09.904158] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:09.966169] [INFO ] [LOCAL ] MRX: Saved forecast. [2026-01-08T20:36:09.966250] [INFO ] [main ] MRX: Signal=1 (Conf=90.0%), Magnitude=-2.66% (Conf=62.0649%) [2026-01-08T20:36:09.966687] [INFO ] [main ] Fetching symbol history for LPTH... [2026-01-08T20:36:09.966744] [DEBUG] [REMOTE ] LPTH: Fetching historical data. [2026-01-08T20:36:09.967681] [INFO ] [main ] Progress: 315/392 forecasts completed (80.4%). MRX finished in 0.6s. ETA: 13.3s. Rate: 348.19 forecasts/min [2026-01-08T20:36:09.981502] [DEBUG] [REMOTE ] LPTH: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:09.982409] [DEBUG] [LOCAL ] Loaded configuration for LPTH: 4 features, N/A% accuracy [2026-01-08T20:36:09.982469] [INFO ] [LOCAL ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config [2026-01-08T20:36:09.982501] [DEBUG] [MAG ] Building data for symbol: LPTH with lookback: 0 [2026-01-08T20:36:09.983463] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:09.983530] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:09.989490] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:09.992439] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:09.993861] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:36:09.996172] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:10.082646] [DEBUG] [MAG ] MNSO: Last date is validated at 2026-01-08 [2026-01-08T20:36:10.176663] [DEBUG] [MAG ] VUZI: Last date is validated at 2026-01-08 [2026-01-08T20:36:10.243613] [DEBUG] [MAG ] CPNG: Last date is validated at 2026-01-08 [2026-01-08T20:36:10.257680] [DEBUG] [MAG ] MNSO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:10.350811] [INFO ] [LOCAL ] MNSO: Saved forecast. [2026-01-08T20:36:10.350883] [INFO ] [main ] MNSO: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=48.4808%) [2026-01-08T20:36:10.351266] [INFO ] [main ] Fetching symbol history for TPL... [2026-01-08T20:36:10.351318] [DEBUG] [REMOTE ] TPL: Fetching historical data. [2026-01-08T20:36:10.351661] [INFO ] [main ] Progress: 316/392 forecasts completed (80.6%). MNSO finished in 0.7s. ETA: 13.1s. Rate: 346.84 forecasts/min [2026-01-08T20:36:10.353907] [DEBUG] [MAG ] VUZI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:10.362714] [DEBUG] [REMOTE ] TPL: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:10.363829] [DEBUG] [LOCAL ] Loaded configuration for TPL: 4 features, N/A% accuracy [2026-01-08T20:36:10.363887] [INFO ] [LOCAL ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config [2026-01-08T20:36:10.363919] [DEBUG] [MAG ] Building data for symbol: TPL with lookback: 0 [2026-01-08T20:36:10.364810] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:10.364875] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:10.366672] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:10.367201] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:10.367666] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:10.368490] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:10.371692] [DEBUG] [MAG ] LPTH: Last date is validated at 2026-01-08 [2026-01-08T20:36:10.420667] [INFO ] [LOCAL ] VUZI: Saved forecast. [2026-01-08T20:36:10.420732] [INFO ] [main ] VUZI: Signal=1 (Conf=90.0%), Magnitude=6.97% (Conf=58.5395%) [2026-01-08T20:36:10.421099] [INFO ] [main ] Fetching symbol history for EB... [2026-01-08T20:36:10.421149] [DEBUG] [REMOTE ] EB: Fetching historical data. [2026-01-08T20:36:10.422654] [INFO ] [main ] Progress: 317/392 forecasts completed (80.9%). VUZI finished in 0.6s. ETA: 13.0s. Rate: 347.49 forecasts/min [2026-01-08T20:36:10.430880] [DEBUG] [MAG ] CPNG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:10.434078] [DEBUG] [REMOTE ] EB: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:10.435208] [DEBUG] [LOCAL ] Loaded configuration for EB: 2 features, N/A% accuracy [2026-01-08T20:36:10.435261] [INFO ] [LOCAL ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config [2026-01-08T20:36:10.435292] [DEBUG] [MAG ] Building data for symbol: EB with lookback: 0 [2026-01-08T20:36:10.436129] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:10.436189] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:10.474530] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:36:10.511557] [INFO ] [LOCAL ] CPNG: Saved forecast. [2026-01-08T20:36:10.511642] [INFO ] [main ] CPNG: Signal=1 (Conf=90.0%), Magnitude=-4.52% (Conf=59.3556%) [2026-01-08T20:36:10.511960] [INFO ] [main ] Fetching symbol history for LTC... [2026-01-08T20:36:10.512009] [DEBUG] [REMOTE ] LTC: Fetching historical data. [2026-01-08T20:36:10.512900] [INFO ] [main ] Progress: 318/392 forecasts completed (81.1%). CPNG finished in 0.6s. ETA: 12.8s. Rate: 348.01 forecasts/min [2026-01-08T20:36:10.523882] [DEBUG] [REMOTE ] LTC: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:10.524720] [DEBUG] [LOCAL ] Loaded configuration for LTC: 6 features, N/A% accuracy [2026-01-08T20:36:10.524783] [INFO ] [LOCAL ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config [2026-01-08T20:36:10.524824] [DEBUG] [MAG ] Building data for symbol: LTC with lookback: 0 [2026-01-08T20:36:10.525611] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:10.525672] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:10.530434] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:10.532274] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:10.532757] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:10.535080] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:10.544313] [DEBUG] [MAG ] LPTH: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:10.549099] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:10.624432] [INFO ] [LOCAL ] LPTH: Saved forecast. [2026-01-08T20:36:10.624540] [INFO ] [main ] LPTH: Signal=1 (Conf=90.0%), Magnitude=-3.60% (Conf=67.2233%) [2026-01-08T20:36:10.624819] [INFO ] [main ] Fetching symbol history for FLWS... [2026-01-08T20:36:10.624874] [DEBUG] [REMOTE ] FLWS: Fetching historical data. [2026-01-08T20:36:10.625878] [INFO ] [main ] Progress: 319/392 forecasts completed (81.4%). LPTH finished in 0.7s. ETA: 12.6s. Rate: 348.39 forecasts/min [2026-01-08T20:36:10.639873] [DEBUG] [REMOTE ] FLWS: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:10.640855] [DEBUG] [LOCAL ] Loaded configuration for FLWS: 5 features, N/A% accuracy [2026-01-08T20:36:10.640916] [INFO ] [LOCAL ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config [2026-01-08T20:36:10.640950] [DEBUG] [MAG ] Building data for symbol: FLWS with lookback: 0 [2026-01-08T20:36:10.641905] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:10.641974] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:10.644203] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-08T20:36:10.646662] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:10.647248] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:10.649189] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:10.649796] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:36:10.652656] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:36:10.654268] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:10.732244] [DEBUG] [MAG ] TPL: Last date is validated at 2026-01-08 [2026-01-08T20:36:10.892982] [DEBUG] [MAG ] EB: Last date is validated at 2026-01-08 [2026-01-08T20:36:10.917444] [DEBUG] [MAG ] TPL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:11.006349] [DEBUG] [MAG ] LTC: Last date is validated at 2026-01-08 [2026-01-08T20:36:11.046030] [DEBUG] [MAG ] FLWS: Last date is validated at 2026-01-08 [2026-01-08T20:36:11.084624] [DEBUG] [MAG ] EB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:11.145899] [INFO ] [LOCAL ] EB: Saved forecast. [2026-01-08T20:36:11.145969] [INFO ] [main ] EB: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=56.4107%) [2026-01-08T20:36:11.146322] [INFO ] [main ] Fetching symbol history for OFS... [2026-01-08T20:36:11.146376] [DEBUG] [REMOTE ] OFS: Fetching historical data. [2026-01-08T20:36:11.146864] [INFO ] [main ] Progress: 320/392 forecasts completed (81.6%). EB finished in 0.7s. ETA: 12.5s. Rate: 346.19 forecasts/min [2026-01-08T20:36:11.160199] [INFO ] [LOCAL ] TPL: Saved forecast. [2026-01-08T20:36:11.160269] [INFO ] [main ] TPL: Signal=1 (Conf=90.0%), Magnitude=-3.86% (Conf=56.96%) [2026-01-08T20:36:11.160730] [INFO ] [main ] Fetching symbol history for CSX... [2026-01-08T20:36:11.160797] [DEBUG] [REMOTE ] CSX: Fetching historical data. [2026-01-08T20:36:11.160713] [DEBUG] [REMOTE ] OFS: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:11.161934] [DEBUG] [LOCAL ] Loaded configuration for OFS: 6 features, N/A% accuracy [2026-01-08T20:36:11.162192] [INFO ] [LOCAL ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config [2026-01-08T20:36:11.162225] [DEBUG] [MAG ] Building data for symbol: OFS with lookback: 0 [2026-01-08T20:36:11.162639] [INFO ] [main ] Progress: 321/392 forecasts completed (81.9%). TPL finished in 0.8s. ETA: 12.3s. Rate: 347.18 forecasts/min [2026-01-08T20:36:11.163248] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:11.163310] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:11.165397] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:11.165916] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:11.166510] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:11.167118] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:11.173988] [DEBUG] [REMOTE ] CSX: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:11.174972] [DEBUG] [LOCAL ] Loaded configuration for CSX: 10 features, N/A% accuracy [2026-01-08T20:36:11.175042] [INFO ] [LOCAL ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config [2026-01-08T20:36:11.175089] [DEBUG] [MAG ] Building data for symbol: CSX with lookback: 0 [2026-01-08T20:36:11.176023] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-08T20:36:11.176089] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:11.177850] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:11.178895] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:11.179786] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:11.180230] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:11.181068] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:36:11.181700] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:36:11.183032] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:36:11.186065] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:36:11.188039] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:36:11.190304] [DEBUG] [MAG ] LTC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:11.190516] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:11.206363] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:36:11.207367] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:11.253227] [DEBUG] [MAG ] FLWS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:11.271440] [INFO ] [LOCAL ] LTC: Saved forecast. [2026-01-08T20:36:11.271507] [INFO ] [main ] LTC: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=50.7224%) [2026-01-08T20:36:11.271887] [INFO ] [main ] Progress: 322/392 forecasts completed (82.1%). LTC finished in 0.8s. ETA: 12.1s. Rate: 347.57 forecasts/min [2026-01-08T20:36:11.272017] [INFO ] [main ] Fetching symbol history for PAGS... [2026-01-08T20:36:11.272059] [DEBUG] [REMOTE ] PAGS: Fetching historical data. [2026-01-08T20:36:11.283005] [DEBUG] [REMOTE ] PAGS: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:11.283731] [DEBUG] [LOCAL ] Loaded configuration for PAGS: 3 features, N/A% accuracy [2026-01-08T20:36:11.283788] [INFO ] [LOCAL ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config [2026-01-08T20:36:11.283819] [DEBUG] [MAG ] Building data for symbol: PAGS with lookback: 0 [2026-01-08T20:36:11.284565] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:11.284645] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:11.286288] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:11.286807] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:11.394360] [INFO ] [LOCAL ] FLWS: Saved forecast. [2026-01-08T20:36:11.394425] [INFO ] [main ] FLWS: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=51.6714%) [2026-01-08T20:36:11.394858] [INFO ] [main ] Fetching symbol history for AGX... [2026-01-08T20:36:11.394908] [DEBUG] [REMOTE ] AGX: Fetching historical data. [2026-01-08T20:36:11.395624] [INFO ] [main ] Progress: 323/392 forecasts completed (82.4%). FLWS finished in 0.8s. ETA: 11.9s. Rate: 347.88 forecasts/min [2026-01-08T20:36:11.398051] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:11.409314] [DEBUG] [REMOTE ] AGX: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:11.410234] [DEBUG] [LOCAL ] Loaded configuration for AGX: 6 features, N/A% accuracy [2026-01-08T20:36:11.410621] [INFO ] [LOCAL ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config [2026-01-08T20:36:11.410656] [DEBUG] [MAG ] Building data for symbol: AGX with lookback: 0 [2026-01-08T20:36:11.411414] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:11.411475] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:11.413357] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:11.413883] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:11.414450] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:11.416237] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:36:11.417355] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:36:11.418041] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:11.546241] [DEBUG] [MAG ] CSX: Last date is validated at 2026-01-08 [2026-01-08T20:36:11.566664] [DEBUG] [MAG ] OFS: Last date is validated at 2026-01-08 [2026-01-08T20:36:11.715820] [DEBUG] [MAG ] CSX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:11.741521] [DEBUG] [MAG ] PAGS: Last date is validated at 2026-01-08 [2026-01-08T20:36:11.751701] [DEBUG] [MAG ] OFS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:11.760928] [DEBUG] [MAG ] AGX: Last date is validated at 2026-01-08 [2026-01-08T20:36:11.799862] [INFO ] [LOCAL ] CSX: Saved forecast. [2026-01-08T20:36:11.799931] [INFO ] [main ] CSX: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=64.5468%) [2026-01-08T20:36:11.800293] [INFO ] [main ] Fetching symbol history for GDC... [2026-01-08T20:36:11.800345] [DEBUG] [REMOTE ] GDC: Fetching historical data. [2026-01-08T20:36:11.800654] [INFO ] [main ] Progress: 324/392 forecasts completed (82.7%). CSX finished in 0.6s. ETA: 11.8s. Rate: 346.44 forecasts/min [2026-01-08T20:36:11.811168] [DEBUG] [REMOTE ] GDC: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:11.812359] [DEBUG] [LOCAL ] Loaded configuration for GDC: 3 features, N/A% accuracy [2026-01-08T20:36:11.812412] [INFO ] [LOCAL ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config [2026-01-08T20:36:11.812444] [DEBUG] [MAG ] Building data for symbol: GDC with lookback: 0 [2026-01-08T20:36:11.813274] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:11.813336] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:11.815639] [INFO ] [LOCAL ] OFS: Saved forecast. [2026-01-08T20:36:11.815718] [INFO ] [main ] OFS: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=48.8237%) [2026-01-08T20:36:11.816046] [INFO ] [main ] Fetching symbol history for SY... [2026-01-08T20:36:11.816096] [DEBUG] [REMOTE ] SY: Fetching historical data. [2026-01-08T20:36:11.817041] [INFO ] [main ] Progress: 325/392 forecasts completed (82.9%). OFS finished in 0.7s. ETA: 11.6s. Rate: 347.41 forecasts/min [2026-01-08T20:36:11.818142] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:11.819739] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:11.830291] [DEBUG] [REMOTE ] SY: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:11.831569] [DEBUG] [LOCAL ] Loaded configuration for SY: 7 features, N/A% accuracy [2026-01-08T20:36:11.831643] [INFO ] [LOCAL ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config [2026-01-08T20:36:11.831674] [DEBUG] [MAG ] Building data for symbol: SY with lookback: 0 [2026-01-08T20:36:11.832488] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:36:11.832551] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:11.837739] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:11.838712] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:36:11.841748] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:11.843560] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:11.844077] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-08T20:36:11.845214] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-08T20:36:11.847474] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:11.858853] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:11.909981] [DEBUG] [MAG ] PAGS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:11.930672] [DEBUG] [MAG ] AGX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:11.970756] [INFO ] [LOCAL ] PAGS: Saved forecast. [2026-01-08T20:36:11.970829] [INFO ] [main ] PAGS: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=47.3066%) [2026-01-08T20:36:11.971179] [INFO ] [main ] Fetching symbol history for FIZZ... [2026-01-08T20:36:11.971231] [DEBUG] [REMOTE ] FIZZ: Fetching historical data. [2026-01-08T20:36:11.971681] [INFO ] [main ] Progress: 326/392 forecasts completed (83.2%). PAGS finished in 0.7s. ETA: 11.4s. Rate: 347.52 forecasts/min [2026-01-08T20:36:11.983072] [DEBUG] [REMOTE ] FIZZ: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:11.984080] [DEBUG] [LOCAL ] Loaded configuration for FIZZ: 7 features, N/A% accuracy [2026-01-08T20:36:11.984149] [INFO ] [LOCAL ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config [2026-01-08T20:36:11.984183] [DEBUG] [MAG ] Building data for symbol: FIZZ with lookback: 0 [2026-01-08T20:36:11.985012] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:36:11.985078] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:11.985832] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:11.987521] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:11.988072] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:36:11.989306] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:36:11.991043] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:36:11.992129] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:36:11.992848] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:12.079044] [INFO ] [LOCAL ] AGX: Saved forecast. [2026-01-08T20:36:12.079111] [INFO ] [main ] AGX: Signal=1 (Conf=90.0%), Magnitude=3.43% (Conf=59.7344%) [2026-01-08T20:36:12.079541] [INFO ] [main ] Fetching symbol history for PHUN... [2026-01-08T20:36:12.079609] [DEBUG] [REMOTE ] PHUN: Fetching historical data. [2026-01-08T20:36:12.079662] [INFO ] [main ] Progress: 327/392 forecasts completed (83.4%). AGX finished in 0.7s. ETA: 11.2s. Rate: 347.92 forecasts/min [2026-01-08T20:36:12.093437] [DEBUG] [REMOTE ] PHUN: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:12.094346] [DEBUG] [LOCAL ] Loaded configuration for PHUN: 6 features, N/A% accuracy [2026-01-08T20:36:12.094398] [INFO ] [LOCAL ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config [2026-01-08T20:36:12.094430] [DEBUG] [MAG ] Building data for symbol: PHUN with lookback: 0 [2026-01-08T20:36:12.095218] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:12.095280] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:12.100112] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:12.100953] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:36:12.102181] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:36:12.104227] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:36:12.104991] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-08T20:36:12.106703] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:12.206876] [DEBUG] [MAG ] GDC: Last date is validated at 2026-01-08 [2026-01-08T20:36:12.212264] [DEBUG] [MAG ] SY: Last date is validated at 2026-01-08 [2026-01-08T20:36:12.332478] [DEBUG] [MAG ] FIZZ: Last date is validated at 2026-01-08 [2026-01-08T20:36:12.379311] [DEBUG] [MAG ] GDC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:12.381815] [DEBUG] [MAG ] SY: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:12.446686] [DEBUG] [MAG ] PHUN: Last date is validated at 2026-01-08 [2026-01-08T20:36:12.447041] [INFO ] [LOCAL ] SY: Saved forecast. [2026-01-08T20:36:12.447112] [INFO ] [main ] SY: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=42.6868%) [2026-01-08T20:36:12.447496] [INFO ] [main ] Progress: 328/392 forecasts completed (83.7%). SY finished in 0.6s. ETA: 11.1s. Rate: 346.72 forecasts/min [2026-01-08T20:36:12.447650] [INFO ] [main ] Fetching symbol history for BGRN... [2026-01-08T20:36:12.447695] [DEBUG] [REMOTE ] BGRN: Fetching historical data. [2026-01-08T20:36:12.448012] [INFO ] [LOCAL ] GDC: Saved forecast. [2026-01-08T20:36:12.448078] [INFO ] [main ] GDC: Signal=1 (Conf=90.0%), Magnitude=-3.17% (Conf=65.0909%) [2026-01-08T20:36:12.448459] [INFO ] [main ] Fetching symbol history for AVA... [2026-01-08T20:36:12.448512] [DEBUG] [REMOTE ] AVA: Fetching historical data. [2026-01-08T20:36:12.448562] [INFO ] [main ] Progress: 329/392 forecasts completed (83.9%). GDC finished in 0.6s. ETA: 10.9s. Rate: 347.77 forecasts/min [2026-01-08T20:36:12.459470] [DEBUG] [REMOTE ] AVA: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:12.460463] [DEBUG] [LOCAL ] Loaded configuration for AVA: 7 features, N/A% accuracy [2026-01-08T20:36:12.460521] [INFO ] [LOCAL ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config [2026-01-08T20:36:12.460553] [DEBUG] [MAG ] Building data for symbol: AVA with lookback: 0 [2026-01-08T20:36:12.461327] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:36:12.461389] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:12.462777] [DEBUG] [REMOTE ] BGRN: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:12.463651] [DEBUG] [LOCAL ] Loaded configuration for BGRN: 3 features, N/A% accuracy [2026-01-08T20:36:12.463714] [INFO ] [LOCAL ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config [2026-01-08T20:36:12.463748] [DEBUG] [MAG ] Building data for symbol: BGRN with lookback: 0 [2026-01-08T20:36:12.464690] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:12.464759] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:12.465497] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:36:12.466166] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:36:12.467436] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:36:12.467498] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:36:12.469451] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:36:12.473961] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:36:12.475161] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:36:12.478028] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:36:12.478745] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:12.482609] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:12.500773] [DEBUG] [MAG ] FIZZ: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:12.581610] [INFO ] [LOCAL ] FIZZ: Saved forecast. [2026-01-08T20:36:12.581675] [INFO ] [main ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=52.4799%) [2026-01-08T20:36:12.581837] [INFO ] [main ] Fetching symbol history for IGIC... [2026-01-08T20:36:12.581881] [DEBUG] [REMOTE ] IGIC: Fetching historical data. [2026-01-08T20:36:12.584659] [INFO ] [main ] Progress: 330/392 forecasts completed (84.2%). FIZZ finished in 0.6s. ETA: 10.7s. Rate: 347.99 forecasts/min [2026-01-08T20:36:12.593071] [DEBUG] [REMOTE ] IGIC: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:12.593975] [DEBUG] [LOCAL ] Loaded configuration for IGIC: 5 features, N/A% accuracy [2026-01-08T20:36:12.594028] [INFO ] [LOCAL ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config [2026-01-08T20:36:12.594061] [DEBUG] [MAG ] Building data for symbol: IGIC with lookback: 0 [2026-01-08T20:36:12.594858] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:12.594920] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:12.599906] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:12.601749] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:12.602260] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:12.603924] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:12.618952] [DEBUG] [MAG ] PHUN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:12.644275] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:12.688956] [INFO ] [LOCAL ] PHUN: Saved forecast. [2026-01-08T20:36:12.689027] [INFO ] [main ] PHUN: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=61.9557%) [2026-01-08T20:36:12.689375] [INFO ] [main ] Fetching symbol history for UPWK... [2026-01-08T20:36:12.689419] [DEBUG] [REMOTE ] UPWK: Fetching historical data. [2026-01-08T20:36:12.690668] [INFO ] [main ] Progress: 331/392 forecasts completed (84.4%). PHUN finished in 0.6s. ETA: 10.5s. Rate: 348.40 forecasts/min [2026-01-08T20:36:12.703381] [DEBUG] [REMOTE ] UPWK: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:12.704632] [DEBUG] [LOCAL ] Loaded configuration for UPWK: 4 features, N/A% accuracy [2026-01-08T20:36:12.704687] [INFO ] [LOCAL ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config [2026-01-08T20:36:12.704719] [DEBUG] [MAG ] Building data for symbol: UPWK with lookback: 0 [2026-01-08T20:36:12.705493] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:12.705555] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:12.706472] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:36:12.709076] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:36:12.709827] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:36:12.711477] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:12.837288] [DEBUG] [MAG ] BGRN: Last date is validated at 2026-01-08 [2026-01-08T20:36:12.842067] [DEBUG] [MAG ] AVA: Last date is validated at 2026-01-08 [2026-01-08T20:36:12.987766] [DEBUG] [MAG ] IGIC: Last date is validated at 2026-01-08 [2026-01-08T20:36:13.006431] [DEBUG] [MAG ] BGRN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:13.017348] [DEBUG] [MAG ] AVA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:13.050608] [DEBUG] [MAG ] UPWK: Last date is validated at 2026-01-08 [2026-01-08T20:36:13.068472] [INFO ] [LOCAL ] BGRN: Saved forecast. [2026-01-08T20:36:13.068543] [INFO ] [main ] BGRN: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=54.9535%) [2026-01-08T20:36:13.068906] [INFO ] [main ] Progress: 332/392 forecasts completed (84.7%). BGRN finished in 0.6s. ETA: 10.4s. Rate: 347.15 forecasts/min [2026-01-08T20:36:13.069035] [INFO ] [main ] Fetching symbol history for MOH... [2026-01-08T20:36:13.069078] [DEBUG] [REMOTE ] MOH: Fetching historical data. [2026-01-08T20:36:13.082028] [DEBUG] [REMOTE ] MOH: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:13.083773] [DEBUG] [LOCAL ] Loaded configuration for MOH: 2 features, N/A% accuracy [2026-01-08T20:36:13.083826] [INFO ] [LOCAL ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config [2026-01-08T20:36:13.086348] [DEBUG] [MAG ] Building data for symbol: MOH with lookback: 0 [2026-01-08T20:36:13.087180] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:13.087239] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:13.092046] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:36:13.100638] [INFO ] [LOCAL ] AVA: Saved forecast. [2026-01-08T20:36:13.100706] [INFO ] [main ] AVA: Signal=1 (Conf=90.0%), Magnitude=2.55% (Conf=57.1347%) [2026-01-08T20:36:13.101071] [INFO ] [main ] Progress: 333/392 forecasts completed (84.9%). AVA finished in 0.7s. ETA: 10.2s. Rate: 348.00 forecasts/min [2026-01-08T20:36:13.101272] [INFO ] [main ] Fetching symbol history for SHEN... [2026-01-08T20:36:13.101321] [DEBUG] [REMOTE ] SHEN: Fetching historical data. [2026-01-08T20:36:13.111943] [DEBUG] [REMOTE ] SHEN: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:13.113714] [DEBUG] [LOCAL ] Loaded configuration for SHEN: 3 features, N/A% accuracy [2026-01-08T20:36:13.113771] [INFO ] [LOCAL ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config [2026-01-08T20:36:13.113803] [DEBUG] [MAG ] Building data for symbol: SHEN with lookback: 0 [2026-01-08T20:36:13.114559] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:13.114636] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:13.116279] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:13.116802] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:13.118449] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:13.140978] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:13.156953] [DEBUG] [MAG ] IGIC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:13.221105] [DEBUG] [MAG ] UPWK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:13.230701] [INFO ] [LOCAL ] IGIC: Saved forecast. [2026-01-08T20:36:13.231252] [INFO ] [main ] IGIC: Signal=1 (Conf=90.0%), Magnitude=-1.00% (Conf=65.4739%) [2026-01-08T20:36:13.231727] [INFO ] [main ] Fetching symbol history for TD... [2026-01-08T20:36:13.231782] [DEBUG] [REMOTE ] TD: Fetching historical data. [2026-01-08T20:36:13.232661] [INFO ] [main ] Progress: 334/392 forecasts completed (85.2%). IGIC finished in 0.6s. ETA: 10.0s. Rate: 348.24 forecasts/min [2026-01-08T20:36:13.242511] [DEBUG] [REMOTE ] TD: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:13.243351] [DEBUG] [LOCAL ] Loaded configuration for TD: 5 features, N/A% accuracy [2026-01-08T20:36:13.243401] [INFO ] [LOCAL ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config [2026-01-08T20:36:13.243432] [DEBUG] [MAG ] Building data for symbol: TD with lookback: 0 [2026-01-08T20:36:13.244215] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:13.244276] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:13.249015] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:13.288066] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:36:13.290227] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:36:13.292311] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-08T20:36:13.293528] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:13.298271] [INFO ] [LOCAL ] UPWK: Saved forecast. [2026-01-08T20:36:13.298364] [INFO ] [main ] UPWK: Signal=1 (Conf=90.0%), Magnitude=-2.46% (Conf=49.3574%) [2026-01-08T20:36:13.298746] [INFO ] [main ] Fetching symbol history for SANM... [2026-01-08T20:36:13.298806] [DEBUG] [REMOTE ] SANM: Fetching historical data. [2026-01-08T20:36:13.299651] [INFO ] [main ] Progress: 335/392 forecasts completed (85.5%). UPWK finished in 0.6s. ETA: 9.8s. Rate: 348.88 forecasts/min [2026-01-08T20:36:13.312063] [DEBUG] [REMOTE ] SANM: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:13.313025] [DEBUG] [LOCAL ] Loaded configuration for SANM: 6 features, N/A% accuracy [2026-01-08T20:36:13.313081] [INFO ] [LOCAL ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config [2026-01-08T20:36:13.313115] [DEBUG] [MAG ] Building data for symbol: SANM with lookback: 0 [2026-01-08T20:36:13.314038] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:13.314109] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:13.316095] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:13.316677] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:13.317076] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:13.361653] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:13.362783] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:36:13.364056] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:13.456175] [DEBUG] [MAG ] SHEN: Last date is validated at 2026-01-08 [2026-01-08T20:36:13.478840] [DEBUG] [MAG ] MOH: Last date is validated at 2026-01-08 [2026-01-08T20:36:13.626811] [DEBUG] [MAG ] SHEN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:13.639737] [DEBUG] [MAG ] TD: Last date is validated at 2026-01-08 [2026-01-08T20:36:13.664368] [DEBUG] [MAG ] MOH: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:13.694056] [INFO ] [LOCAL ] SHEN: Saved forecast. [2026-01-08T20:36:13.694124] [INFO ] [main ] SHEN: Signal=1 (Conf=90.0%), Magnitude=4.10% (Conf=67.6768%) [2026-01-08T20:36:13.694283] [INFO ] [main ] Fetching symbol history for BYD... [2026-01-08T20:36:13.694329] [DEBUG] [REMOTE ] BYD: Fetching historical data. [2026-01-08T20:36:13.694834] [INFO ] [main ] Progress: 336/392 forecasts completed (85.7%). SHEN finished in 0.6s. ETA: 9.7s. Rate: 347.54 forecasts/min [2026-01-08T20:36:13.706470] [DEBUG] [REMOTE ] BYD: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:13.707528] [DEBUG] [LOCAL ] Loaded configuration for BYD: 4 features, N/A% accuracy [2026-01-08T20:36:13.707608] [INFO ] [LOCAL ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config [2026-01-08T20:36:13.707643] [DEBUG] [MAG ] Building data for symbol: BYD with lookback: 0 [2026-01-08T20:36:13.708507] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:13.708568] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:13.713967] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:13.715786] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:13.716273] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:13.716693] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:13.737847] [DEBUG] [MAG ] SANM: Last date is validated at 2026-01-08 [2026-01-08T20:36:13.810769] [DEBUG] [MAG ] TD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:13.815962] [INFO ] [LOCAL ] MOH: Saved forecast. [2026-01-08T20:36:13.816031] [INFO ] [main ] MOH: Signal=1 (Conf=90.0%), Magnitude=3.40% (Conf=49.4823%) [2026-01-08T20:36:13.816393] [INFO ] [main ] Fetching symbol history for DTIL... [2026-01-08T20:36:13.816445] [DEBUG] [REMOTE ] DTIL: Fetching historical data. [2026-01-08T20:36:13.816666] [INFO ] [main ] Progress: 337/392 forecasts completed (86.0%). MOH finished in 0.7s. ETA: 9.5s. Rate: 347.84 forecasts/min [2026-01-08T20:36:13.830280] [DEBUG] [REMOTE ] DTIL: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:13.831439] [DEBUG] [LOCAL ] Loaded configuration for DTIL: 2 features, N/A% accuracy [2026-01-08T20:36:13.831499] [INFO ] [LOCAL ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config [2026-01-08T20:36:13.831531] [DEBUG] [MAG ] Building data for symbol: DTIL with lookback: 0 [2026-01-08T20:36:13.832647] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:13.832711] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:13.838266] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:36:13.839627] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:13.904814] [INFO ] [LOCAL ] TD: Saved forecast. [2026-01-08T20:36:13.904880] [INFO ] [main ] TD: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=45.1902%) [2026-01-08T20:36:13.905228] [INFO ] [main ] Fetching symbol history for GRND... [2026-01-08T20:36:13.905278] [DEBUG] [REMOTE ] GRND: Fetching historical data. [2026-01-08T20:36:13.906664] [INFO ] [main ] Progress: 338/392 forecasts completed (86.2%). TD finished in 0.7s. ETA: 9.3s. Rate: 348.33 forecasts/min [2026-01-08T20:36:13.914746] [DEBUG] [MAG ] SANM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:13.916851] [DEBUG] [REMOTE ] GRND: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:13.917795] [DEBUG] [LOCAL ] Loaded configuration for GRND: 2 features, N/A% accuracy [2026-01-08T20:36:13.917849] [INFO ] [LOCAL ] GRND: Loaded 2 optimal features with 53.74% confidence from JSON config [2026-01-08T20:36:13.917886] [DEBUG] [MAG ] Building data for symbol: GRND with lookback: 0 [2026-01-08T20:36:13.918708] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:13.918768] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:13.923808] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:36:13.924939] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:14.069867] [INFO ] [LOCAL ] SANM: Saved forecast. [2026-01-08T20:36:14.069934] [INFO ] [main ] SANM: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=46.8081%) [2026-01-08T20:36:14.070269] [INFO ] [main ] Fetching symbol history for AVB... [2026-01-08T20:36:14.070319] [DEBUG] [REMOTE ] AVB: Fetching historical data. [2026-01-08T20:36:14.070660] [INFO ] [main ] Progress: 339/392 forecasts completed (86.5%). SANM finished in 0.8s. ETA: 9.1s. Rate: 348.38 forecasts/min [2026-01-08T20:36:14.071443] [DEBUG] [MAG ] BYD: Last date is validated at 2026-01-08 [2026-01-08T20:36:14.084023] [DEBUG] [REMOTE ] AVB: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:14.085167] [DEBUG] [LOCAL ] Loaded configuration for AVB: 5 features, N/A% accuracy [2026-01-08T20:36:14.085223] [INFO ] [LOCAL ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config [2026-01-08T20:36:14.085255] [DEBUG] [MAG ] Building data for symbol: AVB with lookback: 0 [2026-01-08T20:36:14.086066] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:14.086127] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:14.090955] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:14.092746] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:14.093211] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:14.093612] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:14.094862] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:14.196423] [DEBUG] [MAG ] DTIL: Last date is validated at 2026-01-08 [2026-01-08T20:36:14.250654] [DEBUG] [MAG ] BYD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:14.265811] [DEBUG] [MAG ] GRND: Last date is validated at 2026-01-08 [2026-01-08T20:36:14.346789] [INFO ] [LOCAL ] BYD: Saved forecast. [2026-01-08T20:36:14.346856] [INFO ] [main ] BYD: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=41.621%) [2026-01-08T20:36:14.347426] [INFO ] [main ] Progress: 340/392 forecasts completed (86.7%). BYD finished in 0.7s. ETA: 9.0s. Rate: 347.76 forecasts/min [2026-01-08T20:36:14.347557] [INFO ] [main ] Fetching symbol history for VECO... [2026-01-08T20:36:14.347617] [DEBUG] [REMOTE ] VECO: Fetching historical data. [2026-01-08T20:36:14.359495] [DEBUG] [REMOTE ] VECO: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:14.360457] [DEBUG] [LOCAL ] Loaded configuration for VECO: 2 features, N/A% accuracy [2026-01-08T20:36:14.360508] [INFO ] [LOCAL ] VECO: Loaded 2 optimal features with 50.93% confidence from JSON config [2026-01-08T20:36:14.360541] [DEBUG] [MAG ] Building data for symbol: VECO with lookback: 0 [2026-01-08T20:36:14.361527] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:14.361605] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:14.363410] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:14.364284] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:14.377450] [DEBUG] [MAG ] DTIL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:14.438382] [DEBUG] [MAG ] GRND: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:14.443920] [INFO ] [LOCAL ] DTIL: Saved forecast. [2026-01-08T20:36:14.443989] [INFO ] [main ] DTIL: Signal=1 (Conf=90.0%), Magnitude=-2.02% (Conf=55.7434%) [2026-01-08T20:36:14.444359] [INFO ] [main ] Fetching symbol history for DASH... [2026-01-08T20:36:14.444411] [DEBUG] [REMOTE ] DASH: Fetching historical data. [2026-01-08T20:36:14.444659] [INFO ] [main ] Progress: 341/392 forecasts completed (87.0%). DTIL finished in 0.6s. ETA: 8.8s. Rate: 348.21 forecasts/min [2026-01-08T20:36:14.452565] [DEBUG] [MAG ] AVB: Last date is validated at 2026-01-08 [2026-01-08T20:36:14.458798] [DEBUG] [REMOTE ] DASH: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:14.459843] [DEBUG] [LOCAL ] Loaded configuration for DASH: 3 features, N/A% accuracy [2026-01-08T20:36:14.459896] [INFO ] [LOCAL ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config [2026-01-08T20:36:14.459926] [DEBUG] [MAG ] Building data for symbol: DASH with lookback: 0 [2026-01-08T20:36:14.460721] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:14.460781] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:14.465444] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:36:14.466554] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:36:14.468459] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:14.513024] [INFO ] [LOCAL ] GRND: Saved forecast. [2026-01-08T20:36:14.513090] [INFO ] [main ] GRND: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=53.7369%) [2026-01-08T20:36:14.513244] [INFO ] [main ] Fetching symbol history for ARHS... [2026-01-08T20:36:14.513287] [DEBUG] [REMOTE ] ARHS: Fetching historical data. [2026-01-08T20:36:14.514659] [INFO ] [main ] Progress: 342/392 forecasts completed (87.2%). GRND finished in 0.6s. ETA: 8.6s. Rate: 348.81 forecasts/min [2026-01-08T20:36:14.524118] [DEBUG] [REMOTE ] ARHS: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:14.525090] [DEBUG] [LOCAL ] Loaded configuration for ARHS: 2 features, N/A% accuracy [2026-01-08T20:36:14.525292] [INFO ] [LOCAL ] ARHS: Loaded 2 optimal features with 54.17% confidence from JSON config [2026-01-08T20:36:14.525324] [DEBUG] [MAG ] Building data for symbol: ARHS with lookback: 0 [2026-01-08T20:36:14.526097] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:14.526156] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:14.527824] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:14.528332] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:14.626764] [DEBUG] [MAG ] AVB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:14.710954] [DEBUG] [MAG ] VECO: Last date is validated at 2026-01-08 [2026-01-08T20:36:14.736487] [INFO ] [LOCAL ] AVB: Saved forecast. [2026-01-08T20:36:14.736559] [INFO ] [main ] AVB: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=64.1105%) [2026-01-08T20:36:14.736936] [INFO ] [main ] Fetching symbol history for CWCO... [2026-01-08T20:36:14.736987] [DEBUG] [REMOTE ] CWCO: Fetching historical data. [2026-01-08T20:36:14.737673] [INFO ] [main ] Progress: 343/392 forecasts completed (87.5%). AVB finished in 0.7s. ETA: 8.4s. Rate: 348.51 forecasts/min [2026-01-08T20:36:14.750174] [DEBUG] [REMOTE ] CWCO: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:14.751360] [DEBUG] [LOCAL ] Loaded configuration for CWCO: 1 features, N/A% accuracy [2026-01-08T20:36:14.751413] [INFO ] [LOCAL ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config [2026-01-08T20:36:14.751445] [DEBUG] [MAG ] Building data for symbol: CWCO with lookback: 0 [2026-01-08T20:36:14.752458] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:36:14.752520] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:14.814941] [DEBUG] [MAG ] DASH: Last date is validated at 2026-01-08 [2026-01-08T20:36:14.867665] [DEBUG] [MAG ] ARHS: Last date is validated at 2026-01-08 [2026-01-08T20:36:14.868759] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:14.894456] [DEBUG] [MAG ] VECO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:14.980160] [INFO ] [LOCAL ] VECO: Saved forecast. [2026-01-08T20:36:14.980237] [INFO ] [main ] VECO: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=50.9345%) [2026-01-08T20:36:14.980560] [INFO ] [main ] Fetching symbol history for AMWL... [2026-01-08T20:36:14.980626] [DEBUG] [REMOTE ] AMWL: Fetching historical data. [2026-01-08T20:36:14.981589] [INFO ] [main ] Progress: 344/392 forecasts completed (87.8%). VECO finished in 0.6s. ETA: 8.3s. Rate: 348.09 forecasts/min [2026-01-08T20:36:14.991907] [DEBUG] [REMOTE ] AMWL: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:14.992816] [DEBUG] [LOCAL ] Loaded configuration for AMWL: 5 features, N/A% accuracy [2026-01-08T20:36:14.992877] [INFO ] [LOCAL ] AMWL: Loaded 5 optimal features with 55.29% confidence from JSON config [2026-01-08T20:36:14.992813] [DEBUG] [MAG ] DASH: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:14.992911] [DEBUG] [MAG ] Building data for symbol: AMWL with lookback: 0 [2026-01-08T20:36:14.993742] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:14.993806] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:14.998660] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:14.999528] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:15.001892] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:15.037826] [DEBUG] [MAG ] ARHS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:15.105043] [INFO ] [LOCAL ] ARHS: Saved forecast. [2026-01-08T20:36:15.105106] [INFO ] [main ] ARHS: Signal=1 (Conf=90.0%), Magnitude=1.33% (Conf=54.1669%) [2026-01-08T20:36:15.105430] [INFO ] [main ] Fetching symbol history for NKTX... [2026-01-08T20:36:15.105480] [DEBUG] [REMOTE ] NKTX: Fetching historical data. [2026-01-08T20:36:15.105666] [INFO ] [main ] Progress: 345/392 forecasts completed (88.0%). ARHS finished in 0.6s. ETA: 8.1s. Rate: 348.37 forecasts/min [2026-01-08T20:36:15.116658] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:36:15.117530] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:15.118443] [DEBUG] [REMOTE ] NKTX: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:15.119427] [DEBUG] [LOCAL ] Loaded configuration for NKTX: 7 features, N/A% accuracy [2026-01-08T20:36:15.119481] [INFO ] [LOCAL ] NKTX: Loaded 7 optimal features with 63.97% confidence from JSON config [2026-01-08T20:36:15.119512] [DEBUG] [MAG ] Building data for symbol: NKTX with lookback: 0 [2026-01-08T20:36:15.120367] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:36:15.120430] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:15.120843] [INFO ] [LOCAL ] DASH: Saved forecast. [2026-01-08T20:36:15.120910] [INFO ] [main ] DASH: Signal=1 (Conf=90.0%), Magnitude=-4.55% (Conf=68.0828%) [2026-01-08T20:36:15.121257] [INFO ] [main ] Progress: 346/392 forecasts completed (88.3%). DASH finished in 0.7s. ETA: 7.9s. Rate: 349.29 forecasts/min [2026-01-08T20:36:15.121437] [INFO ] [main ] Fetching symbol history for AMZD... [2026-01-08T20:36:15.121488] [DEBUG] [REMOTE ] AMZD: Fetching historical data. [2026-01-08T20:36:15.122128] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:15.122657] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:15.123117] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:15.124058] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:15.134523] [DEBUG] [REMOTE ] AMZD: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:15.135724] [DEBUG] [LOCAL ] Loaded configuration for AMZD: 9 features, N/A% accuracy [2026-01-08T20:36:15.135776] [INFO ] [LOCAL ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config [2026-01-08T20:36:15.135807] [DEBUG] [MAG ] Building data for symbol: AMZD with lookback: 0 [2026-01-08T20:36:15.136755] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:36:15.136817] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:15.141743] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:15.143511] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:15.144198] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:15.144652] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:15.145041] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:15.145965] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:15.146930] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:15.214594] [DEBUG] [MAG ] CWCO: Last date is validated at 2026-01-08 [2026-01-08T20:36:15.231707] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:36:15.236235] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-08T20:36:15.238961] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:15.254596] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:36:15.256769] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:15.381767] [DEBUG] [MAG ] CWCO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:15.454158] [INFO ] [LOCAL ] CWCO: Saved forecast. [2026-01-08T20:36:15.454222] [INFO ] [main ] CWCO: Signal=1 (Conf=90.0%), Magnitude=-0.76% (Conf=47.3983%) [2026-01-08T20:36:15.454378] [INFO ] [main ] Fetching symbol history for SAFE... [2026-01-08T20:36:15.454421] [DEBUG] [REMOTE ] SAFE: Fetching historical data. [2026-01-08T20:36:15.454831] [INFO ] [main ] Progress: 347/392 forecasts completed (88.5%). CWCO finished in 0.7s. ETA: 7.8s. Rate: 348.35 forecasts/min [2026-01-08T20:36:15.458696] [DEBUG] [MAG ] AMWL: Last date is validated at 2026-01-08 [2026-01-08T20:36:15.468541] [DEBUG] [REMOTE ] SAFE: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:15.469281] [DEBUG] [LOCAL ] Loaded configuration for SAFE: 3 features, N/A% accuracy [2026-01-08T20:36:15.469333] [INFO ] [LOCAL ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config [2026-01-08T20:36:15.469364] [DEBUG] [MAG ] Building data for symbol: SAFE with lookback: 0 [2026-01-08T20:36:15.470138] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:15.470197] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:15.475310] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:36:15.476751] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:36:15.479251] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:15.595120] [DEBUG] [MAG ] NKTX: Last date is validated at 2026-01-08 [2026-01-08T20:36:15.598381] [DEBUG] [MAG ] AMZD: Last date is validated at 2026-01-08 [2026-01-08T20:36:15.629189] [DEBUG] [MAG ] AMWL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:15.699340] [INFO ] [LOCAL ] AMWL: Saved forecast. [2026-01-08T20:36:15.699405] [INFO ] [main ] AMWL: Signal=1 (Conf=90.0%), Magnitude=-7.03% (Conf=55.2857%) [2026-01-08T20:36:15.699761] [INFO ] [main ] Fetching symbol history for HSAI... [2026-01-08T20:36:15.699812] [DEBUG] [REMOTE ] HSAI: Fetching historical data. [2026-01-08T20:36:15.700649] [INFO ] [main ] Progress: 348/392 forecasts completed (88.8%). AMWL finished in 0.7s. ETA: 7.6s. Rate: 347.92 forecasts/min [2026-01-08T20:36:15.712322] [DEBUG] [REMOTE ] HSAI: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:15.713647] [DEBUG] [LOCAL ] Loaded configuration for HSAI: 2 features, N/A% accuracy [2026-01-08T20:36:15.713701] [INFO ] [LOCAL ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config [2026-01-08T20:36:15.713734] [DEBUG] [MAG ] Building data for symbol: HSAI with lookback: 0 [2026-01-08T20:36:15.714515] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:15.714592] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:15.715677] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:15.765085] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:15.770501] [DEBUG] [MAG ] AMZD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:15.776003] [DEBUG] [MAG ] NKTX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:15.831336] [DEBUG] [MAG ] SAFE: Last date is validated at 2026-01-08 [2026-01-08T20:36:15.838996] [INFO ] [LOCAL ] NKTX: Saved forecast. [2026-01-08T20:36:15.839067] [INFO ] [main ] NKTX: Signal=1 (Conf=90.0%), Magnitude=6.50% (Conf=63.9722%) [2026-01-08T20:36:15.839443] [INFO ] [main ] Fetching symbol history for AMPL... [2026-01-08T20:36:15.839508] [DEBUG] [REMOTE ] AMPL: Fetching historical data. [2026-01-08T20:36:15.840644] [INFO ] [main ] Progress: 349/392 forecasts completed (89.0%). NKTX finished in 0.7s. ETA: 7.4s. Rate: 348.11 forecasts/min [2026-01-08T20:36:15.843916] [INFO ] [LOCAL ] AMZD: Saved forecast. [2026-01-08T20:36:15.843973] [INFO ] [main ] AMZD: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=56.9688%) [2026-01-08T20:36:15.844126] [INFO ] [main ] Fetching symbol history for DUKB... [2026-01-08T20:36:15.844170] [DEBUG] [REMOTE ] DUKB: Fetching historical data. [2026-01-08T20:36:15.844862] [INFO ] [main ] Progress: 350/392 forecasts completed (89.3%). AMZD finished in 0.7s. ETA: 7.2s. Rate: 349.08 forecasts/min [2026-01-08T20:36:15.851870] [DEBUG] [REMOTE ] AMPL: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:15.852939] [DEBUG] [LOCAL ] Loaded configuration for AMPL: 3 features, N/A% accuracy [2026-01-08T20:36:15.852998] [INFO ] [LOCAL ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config [2026-01-08T20:36:15.853041] [DEBUG] [MAG ] Building data for symbol: AMPL with lookback: 0 [2026-01-08T20:36:15.853909] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:15.853972] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:15.857046] [DEBUG] [REMOTE ] DUKB: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:15.857848] [DEBUG] [LOCAL ] Loaded configuration for DUKB: 2 features, N/A% accuracy [2026-01-08T20:36:15.857904] [INFO ] [LOCAL ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config [2026-01-08T20:36:15.857937] [DEBUG] [MAG ] Building data for symbol: DUKB with lookback: 0 [2026-01-08T20:36:15.858760] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:15.858819] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:36:15.859080] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:15.860774] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:36:15.861156] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:36:15.875301] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:15.877693] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:16.003786] [DEBUG] [MAG ] SAFE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:16.072882] [INFO ] [LOCAL ] SAFE: Saved forecast. [2026-01-08T20:36:16.072959] [INFO ] [main ] SAFE: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=54.6429%) [2026-01-08T20:36:16.073113] [INFO ] [main ] Fetching symbol history for BRZE... [2026-01-08T20:36:16.073156] [DEBUG] [REMOTE ] BRZE: Fetching historical data. [2026-01-08T20:36:16.074651] [INFO ] [main ] Progress: 351/392 forecasts completed (89.5%). SAFE finished in 0.6s. ETA: 7.1s. Rate: 348.75 forecasts/min [2026-01-08T20:36:16.088068] [DEBUG] [REMOTE ] BRZE: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:16.089053] [DEBUG] [LOCAL ] Loaded configuration for BRZE: 6 features, N/A% accuracy [2026-01-08T20:36:16.089110] [INFO ] [LOCAL ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config [2026-01-08T20:36:16.089142] [DEBUG] [MAG ] Building data for symbol: BRZE with lookback: 0 [2026-01-08T20:36:16.089938] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:16.089999] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:16.094733] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:16.096416] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:16.097247] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:36:16.098558] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-08T20:36:16.100866] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:36:16.102188] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:16.163029] [DEBUG] [MAG ] HSAI: Last date is validated at 2026-01-08 [2026-01-08T20:36:16.217669] [DEBUG] [MAG ] DUKB: Last date is validated at 2026-01-08 [2026-01-08T20:36:16.244309] [DEBUG] [MAG ] AMPL: Last date is validated at 2026-01-08 [2026-01-08T20:36:16.352772] [DEBUG] [MAG ] HSAI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:16.386169] [DEBUG] [MAG ] DUKB: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:16.434551] [DEBUG] [MAG ] AMPL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:16.445520] [DEBUG] [MAG ] BRZE: Last date is validated at 2026-01-08 [2026-01-08T20:36:16.449219] [INFO ] [LOCAL ] DUKB: Saved forecast. [2026-01-08T20:36:16.449281] [INFO ] [main ] DUKB: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=44.2832%) [2026-01-08T20:36:16.449550] [INFO ] [LOCAL ] HSAI: Saved forecast. [2026-01-08T20:36:16.449665] [INFO ] [main ] Progress: 352/392 forecasts completed (89.8%). DUKB finished in 0.6s. ETA: 6.9s. Rate: 347.58 forecasts/min [2026-01-08T20:36:16.449792] [INFO ] [main ] Fetching symbol history for EG... [2026-01-08T20:36:16.449835] [DEBUG] [REMOTE ] EG: Fetching historical data. [2026-01-08T20:36:16.449639] [INFO ] [main ] HSAI: Signal=1 (Conf=90.0%), Magnitude=-2.58% (Conf=63.9359%) [2026-01-08T20:36:16.450346] [INFO ] [main ] Progress: 353/392 forecasts completed (90.1%). HSAI finished in 0.7s. ETA: 6.7s. Rate: 348.56 forecasts/min [2026-01-08T20:36:16.450562] [INFO ] [main ] Fetching symbol history for STKH... [2026-01-08T20:36:16.450628] [DEBUG] [REMOTE ] STKH: Fetching historical data. [2026-01-08T20:36:16.462159] [DEBUG] [REMOTE ] STKH: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:16.462773] [DEBUG] [REMOTE ] EG: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:16.463266] [DEBUG] [LOCAL ] Loaded configuration for STKH: 5 features, N/A% accuracy [2026-01-08T20:36:16.463321] [INFO ] [LOCAL ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config [2026-01-08T20:36:16.463352] [DEBUG] [MAG ] Building data for symbol: STKH with lookback: 0 [2026-01-08T20:36:16.464151] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:16.464212] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:16.463914] [DEBUG] [LOCAL ] Loaded configuration for EG: 3 features, N/A% accuracy [2026-01-08T20:36:16.464317] [INFO ] [LOCAL ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config [2026-01-08T20:36:16.464351] [DEBUG] [MAG ] Building data for symbol: EG with lookback: 0 [2026-01-08T20:36:16.465132] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:16.465193] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:16.469022] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:16.469960] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:16.470773] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:16.470908] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:16.471414] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:16.471870] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:16.472325] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:16.472690] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:16.518205] [INFO ] [LOCAL ] AMPL: Saved forecast. [2026-01-08T20:36:16.518275] [INFO ] [main ] AMPL: Signal=1 (Conf=90.0%), Magnitude=-2.70% (Conf=54.2686%) [2026-01-08T20:36:16.518820] [INFO ] [main ] Fetching symbol history for XRX... [2026-01-08T20:36:16.518876] [DEBUG] [REMOTE ] XRX: Fetching historical data. [2026-01-08T20:36:16.518850] [INFO ] [main ] Progress: 354/392 forecasts completed (90.3%). AMPL finished in 0.7s. ETA: 6.5s. Rate: 349.16 forecasts/min [2026-01-08T20:36:16.530627] [DEBUG] [REMOTE ] XRX: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:16.531934] [DEBUG] [LOCAL ] Loaded configuration for XRX: 6 features, N/A% accuracy [2026-01-08T20:36:16.532002] [INFO ] [LOCAL ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config [2026-01-08T20:36:16.532036] [DEBUG] [MAG ] Building data for symbol: XRX with lookback: 0 [2026-01-08T20:36:16.533355] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:16.533432] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:16.535418] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:16.535997] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:16.536495] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:16.536970] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:16.538400] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-08T20:36:16.539366] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:16.615008] [DEBUG] [MAG ] BRZE: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:16.710838] [INFO ] [LOCAL ] BRZE: Saved forecast. [2026-01-08T20:36:16.710903] [INFO ] [main ] BRZE: Signal=1 (Conf=90.0%), Magnitude=4.39% (Conf=56.3953%) [2026-01-08T20:36:16.711319] [INFO ] [main ] Fetching symbol history for DHI... [2026-01-08T20:36:16.711371] [DEBUG] [REMOTE ] DHI: Fetching historical data. [2026-01-08T20:36:16.711671] [INFO ] [main ] Progress: 355/392 forecasts completed (90.6%). BRZE finished in 0.6s. ETA: 6.4s. Rate: 349.04 forecasts/min [2026-01-08T20:36:16.724895] [DEBUG] [REMOTE ] DHI: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:16.725956] [DEBUG] [LOCAL ] Loaded configuration for DHI: 5 features, N/A% accuracy [2026-01-08T20:36:16.726013] [INFO ] [LOCAL ] DHI: Loaded 5 optimal features with 50.77% confidence from JSON config [2026-01-08T20:36:16.726045] [DEBUG] [MAG ] Building data for symbol: DHI with lookback: 0 [2026-01-08T20:36:16.726834] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:16.726898] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:16.731613] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:16.733366] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:16.733852] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:16.812282] [DEBUG] [MAG ] EG: Last date is validated at 2026-01-08 [2026-01-08T20:36:16.826117] [DEBUG] [MAG ] STKH: Last date is validated at 2026-01-08 [2026-01-08T20:36:16.842637] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:36:16.845490] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:16.910716] [DEBUG] [MAG ] XRX: Last date is validated at 2026-01-08 [2026-01-08T20:36:16.981134] [DEBUG] [MAG ] EG: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:17.005607] [DEBUG] [MAG ] STKH: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:17.092820] [DEBUG] [MAG ] XRX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:17.109172] [INFO ] [LOCAL ] STKH: Saved forecast. [2026-01-08T20:36:17.109249] [INFO ] [main ] STKH: Signal=1 (Conf=90.0%), Magnitude=50.96% (Conf=33.4887%) [2026-01-08T20:36:17.109634] [INFO ] [main ] Fetching symbol history for ARVN... [2026-01-08T20:36:17.109701] [DEBUG] [REMOTE ] ARVN: Fetching historical data. [2026-01-08T20:36:17.110823] [INFO ] [main ] Progress: 356/392 forecasts completed (90.8%). STKH finished in 0.7s. ETA: 6.2s. Rate: 347.75 forecasts/min [2026-01-08T20:36:17.119960] [INFO ] [LOCAL ] EG: Saved forecast. [2026-01-08T20:36:17.120026] [INFO ] [main ] EG: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=56.4812%) [2026-01-08T20:36:17.120352] [INFO ] [main ] Fetching symbol history for CGON... [2026-01-08T20:36:17.120400] [DEBUG] [REMOTE ] CGON: Fetching historical data. [2026-01-08T20:36:17.120668] [INFO ] [main ] Progress: 357/392 forecasts completed (91.1%). EG finished in 0.7s. ETA: 6.0s. Rate: 348.67 forecasts/min [2026-01-08T20:36:17.123463] [DEBUG] [REMOTE ] ARVN: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:17.124675] [DEBUG] [LOCAL ] Loaded configuration for ARVN: 4 features, N/A% accuracy [2026-01-08T20:36:17.124746] [INFO ] [LOCAL ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config [2026-01-08T20:36:17.124788] [DEBUG] [MAG ] Building data for symbol: ARVN with lookback: 0 [2026-01-08T20:36:17.125821] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:17.125893] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:17.131443] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:17.132444] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:36:17.133308] [DEBUG] [REMOTE ] CGON: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:17.133488] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-08T20:36:17.134164] [DEBUG] [LOCAL ] Loaded configuration for CGON: 1 features, N/A% accuracy [2026-01-08T20:36:17.134213] [INFO ] [LOCAL ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config [2026-01-08T20:36:17.134243] [DEBUG] [MAG ] Building data for symbol: CGON with lookback: 0 [2026-01-08T20:36:17.134454] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:17.135021] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:36:17.135078] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:17.137386] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:17.170451] [INFO ] [LOCAL ] XRX: Saved forecast. [2026-01-08T20:36:17.170541] [INFO ] [main ] XRX: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=67.991%) [2026-01-08T20:36:17.170776] [INFO ] [main ] Fetching symbol history for ED... [2026-01-08T20:36:17.170842] [DEBUG] [REMOTE ] ED: Fetching historical data. [2026-01-08T20:36:17.173665] [INFO ] [main ] Progress: 358/392 forecasts completed (91.3%). XRX finished in 0.7s. ETA: 5.8s. Rate: 349.34 forecasts/min [2026-01-08T20:36:17.186609] [DEBUG] [REMOTE ] ED: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:17.186882] [DEBUG] [MAG ] DHI: Last date is validated at 2026-01-08 [2026-01-08T20:36:17.187905] [DEBUG] [LOCAL ] Loaded configuration for ED: 3 features, N/A% accuracy [2026-01-08T20:36:17.187981] [INFO ] [LOCAL ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config [2026-01-08T20:36:17.188038] [DEBUG] [MAG ] Building data for symbol: ED with lookback: 0 [2026-01-08T20:36:17.189002] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:17.189065] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:17.193872] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-08T20:36:17.195731] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-08T20:36:17.196900] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:17.357774] [DEBUG] [MAG ] DHI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:17.476421] [INFO ] [LOCAL ] DHI: Saved forecast. [2026-01-08T20:36:17.476496] [INFO ] [main ] DHI: Signal=1 (Conf=90.0%), Magnitude=3.81% (Conf=50.7726%) [2026-01-08T20:36:17.476670] [INFO ] [main ] Fetching symbol history for SLN... [2026-01-08T20:36:17.476717] [DEBUG] [REMOTE ] SLN: Fetching historical data. [2026-01-08T20:36:17.478652] [INFO ] [main ] Progress: 359/392 forecasts completed (91.6%). DHI finished in 0.8s. ETA: 5.7s. Rate: 348.59 forecasts/min [2026-01-08T20:36:17.480872] [DEBUG] [MAG ] CGON: Last date is validated at 2026-01-08 [2026-01-08T20:36:17.490107] [DEBUG] [REMOTE ] SLN: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:17.490868] [DEBUG] [LOCAL ] Loaded configuration for SLN: 4 features, N/A% accuracy [2026-01-08T20:36:17.490925] [INFO ] [LOCAL ] SLN: Loaded 4 optimal features with 48.35% confidence from JSON config [2026-01-08T20:36:17.490958] [DEBUG] [MAG ] Building data for symbol: SLN with lookback: 0 [2026-01-08T20:36:17.491747] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:17.491808] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:17.493508] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:17.494360] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:17.494860] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:17.494898] [DEBUG] [MAG ] ARVN: Last date is validated at 2026-01-08 [2026-01-08T20:36:17.497314] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:17.549734] [DEBUG] [MAG ] ED: Last date is validated at 2026-01-08 [2026-01-08T20:36:17.650534] [DEBUG] [MAG ] CGON: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:17.676015] [DEBUG] [MAG ] ARVN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:17.733284] [DEBUG] [MAG ] ED: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:17.746898] [INFO ] [LOCAL ] CGON: Saved forecast. [2026-01-08T20:36:17.746964] [INFO ] [main ] CGON: Signal=1 (Conf=90.0%), Magnitude=-2.94% (Conf=49.7247%) [2026-01-08T20:36:17.747295] [INFO ] [main ] Fetching symbol history for HPI... [2026-01-08T20:36:17.747344] [DEBUG] [REMOTE ] HPI: Fetching historical data. [2026-01-08T20:36:17.747621] [INFO ] [main ] Progress: 360/392 forecasts completed (91.8%). CGON finished in 0.6s. ETA: 5.5s. Rate: 348.05 forecasts/min [2026-01-08T20:36:17.761056] [DEBUG] [REMOTE ] HPI: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:17.764629] [DEBUG] [LOCAL ] Loaded configuration for HPI: 3 features, N/A% accuracy [2026-01-08T20:36:17.764711] [INFO ] [LOCAL ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config [2026-01-08T20:36:17.764743] [DEBUG] [MAG ] Building data for symbol: HPI with lookback: 0 [2026-01-08T20:36:17.765818] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:17.765880] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:17.768922] [INFO ] [LOCAL ] ARVN: Saved forecast. [2026-01-08T20:36:17.768992] [INFO ] [main ] ARVN: Signal=1 (Conf=90.0%), Magnitude=5.78% (Conf=52.0271%) [2026-01-08T20:36:17.769423] [INFO ] [main ] Fetching symbol history for CXDO... [2026-01-08T20:36:17.769475] [DEBUG] [REMOTE ] CXDO: Fetching historical data. [2026-01-08T20:36:17.769654] [INFO ] [main ] Progress: 361/392 forecasts completed (92.1%). ARVN finished in 0.7s. ETA: 5.3s. Rate: 348.89 forecasts/min [2026-01-08T20:36:17.771398] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:36:17.772701] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:36:17.776831] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:17.781637] [DEBUG] [REMOTE ] CXDO: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:17.785628] [DEBUG] [LOCAL ] Loaded configuration for CXDO: 8 features, N/A% accuracy [2026-01-08T20:36:17.785700] [INFO ] [LOCAL ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config [2026-01-08T20:36:17.785736] [DEBUG] [MAG ] Building data for symbol: CXDO with lookback: 0 [2026-01-08T20:36:17.786712] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:36:17.786781] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:17.791886] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:17.792515] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:17.792964] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:17.843183] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:17.844284] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:36:17.848809] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:36:17.850283] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-08T20:36:17.850971] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:17.851349] [DEBUG] [MAG ] SLN: Last date is validated at 2026-01-08 [2026-01-08T20:36:17.861550] [INFO ] [LOCAL ] ED: Saved forecast. [2026-01-08T20:36:17.861634] [INFO ] [main ] ED: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=64.9168%) [2026-01-08T20:36:17.861980] [INFO ] [main ] Progress: 362/392 forecasts completed (92.3%). ED finished in 0.7s. ETA: 5.2s. Rate: 349.34 forecasts/min [2026-01-08T20:36:17.862102] [INFO ] [main ] Fetching symbol history for SCM... [2026-01-08T20:36:17.862342] [DEBUG] [REMOTE ] SCM: Fetching historical data. [2026-01-08T20:36:17.878163] [DEBUG] [REMOTE ] SCM: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:17.879630] [DEBUG] [LOCAL ] Loaded configuration for SCM: 7 features, N/A% accuracy [2026-01-08T20:36:17.879704] [INFO ] [LOCAL ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config [2026-01-08T20:36:17.879735] [DEBUG] [MAG ] Building data for symbol: SCM with lookback: 0 [2026-01-08T20:36:17.880712] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:36:17.880780] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:17.882476] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:17.883016] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:17.883407] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:36:17.960288] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:36:17.964995] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-08T20:36:17.967340] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:36:17.968605] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:18.031962] [DEBUG] [MAG ] SLN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:18.113090] [INFO ] [LOCAL ] SLN: Saved forecast. [2026-01-08T20:36:18.113158] [INFO ] [main ] SLN: Signal=1 (Conf=90.0%), Magnitude=-0.49% (Conf=48.352%) [2026-01-08T20:36:18.113534] [INFO ] [main ] Fetching symbol history for ASTL... [2026-01-08T20:36:18.113601] [DEBUG] [REMOTE ] ASTL: Fetching historical data. [2026-01-08T20:36:18.114648] [INFO ] [main ] Progress: 363/392 forecasts completed (92.6%). SLN finished in 0.6s. ETA: 5.0s. Rate: 348.88 forecasts/min [2026-01-08T20:36:18.127417] [DEBUG] [REMOTE ] ASTL: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:18.128643] [DEBUG] [LOCAL ] Loaded configuration for ASTL: 2 features, N/A% accuracy [2026-01-08T20:36:18.128710] [INFO ] [LOCAL ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config [2026-01-08T20:36:18.128742] [DEBUG] [MAG ] Building data for symbol: ASTL with lookback: 0 [2026-01-08T20:36:18.129661] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:18.129724] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:18.130437] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-08T20:36:18.131112] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:18.139470] [DEBUG] [MAG ] HPI: Last date is validated at 2026-01-08 [2026-01-08T20:36:18.215029] [DEBUG] [MAG ] CXDO: Last date is validated at 2026-01-08 [2026-01-08T20:36:18.318236] [DEBUG] [MAG ] SCM: Last date is validated at 2026-01-08 [2026-01-08T20:36:18.322900] [DEBUG] [MAG ] HPI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:18.380965] [INFO ] [LOCAL ] HPI: Saved forecast. [2026-01-08T20:36:18.381031] [INFO ] [main ] HPI: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=47.1354%) [2026-01-08T20:36:18.381185] [INFO ] [main ] Fetching symbol history for KBWD... [2026-01-08T20:36:18.381229] [DEBUG] [REMOTE ] KBWD: Fetching historical data. [2026-01-08T20:36:18.382659] [INFO ] [main ] Progress: 364/392 forecasts completed (92.9%). HPI finished in 0.6s. ETA: 4.8s. Rate: 348.35 forecasts/min [2026-01-08T20:36:18.389513] [DEBUG] [MAG ] CXDO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:18.394264] [DEBUG] [REMOTE ] KBWD: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:18.395186] [DEBUG] [LOCAL ] Loaded configuration for KBWD: 3 features, N/A% accuracy [2026-01-08T20:36:18.395236] [INFO ] [LOCAL ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config [2026-01-08T20:36:18.395267] [DEBUG] [MAG ] Building data for symbol: KBWD with lookback: 0 [2026-01-08T20:36:18.396051] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:18.396111] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:18.396824] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:18.397660] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:18.400103] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:18.455299] [INFO ] [LOCAL ] CXDO: Saved forecast. [2026-01-08T20:36:18.455366] [INFO ] [main ] CXDO: Signal=1 (Conf=90.0%), Magnitude=4.47% (Conf=38.3656%) [2026-01-08T20:36:18.455762] [INFO ] [main ] Fetching symbol history for FOXA... [2026-01-08T20:36:18.455816] [DEBUG] [REMOTE ] FOXA: Fetching historical data. [2026-01-08T20:36:18.456650] [INFO ] [main ] Progress: 365/392 forecasts completed (93.1%). CXDO finished in 0.7s. ETA: 4.6s. Rate: 348.89 forecasts/min [2026-01-08T20:36:18.466551] [DEBUG] [REMOTE ] FOXA: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:18.467398] [DEBUG] [LOCAL ] Loaded configuration for FOXA: 9 features, N/A% accuracy [2026-01-08T20:36:18.467451] [INFO ] [LOCAL ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config [2026-01-08T20:36:18.467482] [DEBUG] [MAG ] Building data for symbol: FOXA with lookback: 0 [2026-01-08T20:36:18.468260] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:36:18.468342] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:18.473054] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:18.474819] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:18.475076] [DEBUG] [MAG ] ASTL: Last date is validated at 2026-01-08 [2026-01-08T20:36:18.475290] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:18.475750] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:18.476136] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:18.478478] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:18.479255] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:36:18.480731] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-08T20:36:18.484529] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:18.488005] [DEBUG] [MAG ] SCM: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:18.549395] [INFO ] [LOCAL ] SCM: Saved forecast. [2026-01-08T20:36:18.549462] [INFO ] [main ] SCM: Signal=1 (Conf=90.0%), Magnitude=5.50% (Conf=59.7414%) [2026-01-08T20:36:18.549833] [INFO ] [main ] Progress: 366/392 forecasts completed (93.4%). SCM finished in 0.7s. ETA: 4.5s. Rate: 349.33 forecasts/min [2026-01-08T20:36:18.549957] [INFO ] [main ] Fetching symbol history for DIN... [2026-01-08T20:36:18.550001] [DEBUG] [REMOTE ] DIN: Fetching historical data. [2026-01-08T20:36:18.560895] [DEBUG] [REMOTE ] DIN: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:18.561730] [DEBUG] [LOCAL ] Loaded configuration for DIN: 7 features, N/A% accuracy [2026-01-08T20:36:18.561787] [INFO ] [LOCAL ] DIN: Loaded 7 optimal features with 54.31% confidence from JSON config [2026-01-08T20:36:18.561819] [DEBUG] [MAG ] Building data for symbol: DIN with lookback: 0 [2026-01-08T20:36:18.562770] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:36:18.562832] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:18.567524] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:18.569310] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:18.569793] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:18.570365] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:18.642420] [DEBUG] [MAG ] ASTL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:18.676388] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-08T20:36:18.679237] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:36:18.696510] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:18.701030] [INFO ] [LOCAL ] ASTL: Saved forecast. [2026-01-08T20:36:18.701097] [INFO ] [main ] ASTL: Signal=1 (Conf=90.0%), Magnitude=2.68% (Conf=56.3068%) [2026-01-08T20:36:18.701442] [INFO ] [main ] Fetching symbol history for GLTO... [2026-01-08T20:36:18.701491] [DEBUG] [REMOTE ] GLTO: Fetching historical data. [2026-01-08T20:36:18.701648] [INFO ] [main ] Progress: 367/392 forecasts completed (93.6%). ASTL finished in 0.6s. ETA: 4.3s. Rate: 349.44 forecasts/min [2026-01-08T20:36:18.713550] [DEBUG] [REMOTE ] GLTO: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:18.714704] [DEBUG] [LOCAL ] Loaded configuration for GLTO: 9 features, N/A% accuracy [2026-01-08T20:36:18.714762] [INFO ] [LOCAL ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config [2026-01-08T20:36:18.714793] [DEBUG] [MAG ] Building data for symbol: GLTO with lookback: 0 [2026-01-08T20:36:18.715558] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-08T20:36:18.715646] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:18.720414] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:18.721228] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:18.722059] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:36:18.738887] [DEBUG] [MAG ] KBWD: Last date is validated at 2026-01-08 [2026-01-08T20:36:18.770346] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:36:18.771834] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:36:18.773857] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-08T20:36:18.775563] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-08T20:36:18.776860] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-08T20:36:18.779680] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:18.820597] [DEBUG] [MAG ] FOXA: Last date is validated at 2026-01-08 [2026-01-08T20:36:18.906153] [DEBUG] [MAG ] KBWD: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:18.964530] [INFO ] [LOCAL ] KBWD: Saved forecast. [2026-01-08T20:36:18.964617] [INFO ] [main ] KBWD: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=61.7668%) [2026-01-08T20:36:18.964979] [INFO ] [main ] Fetching symbol history for HYXF... [2026-01-08T20:36:18.965030] [DEBUG] [REMOTE ] HYXF: Fetching historical data. [2026-01-08T20:36:18.965641] [INFO ] [main ] Progress: 368/392 forecasts completed (93.9%). KBWD finished in 0.6s. ETA: 4.1s. Rate: 348.93 forecasts/min [2026-01-08T20:36:18.977299] [DEBUG] [REMOTE ] HYXF: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:18.978203] [DEBUG] [LOCAL ] Loaded configuration for HYXF: 4 features, N/A% accuracy [2026-01-08T20:36:18.978254] [INFO ] [LOCAL ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config [2026-01-08T20:36:18.978312] [DEBUG] [MAG ] Building data for symbol: HYXF with lookback: 0 [2026-01-08T20:36:18.979091] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:18.979150] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:18.983900] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:18.984719] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:36:18.986377] [DEBUG] [MAG ] FOXA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:18.986699] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:18.988478] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:19.029138] [DEBUG] [MAG ] DIN: Last date is validated at 2026-01-08 [2026-01-08T20:36:19.079664] [INFO ] [LOCAL ] FOXA: Saved forecast. [2026-01-08T20:36:19.079730] [INFO ] [main ] FOXA: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=53.3053%) [2026-01-08T20:36:19.080167] [INFO ] [main ] Fetching symbol history for CMI... [2026-01-08T20:36:19.080219] [DEBUG] [REMOTE ] CMI: Fetching historical data. [2026-01-08T20:36:19.080642] [INFO ] [main ] Progress: 369/392 forecasts completed (94.1%). FOXA finished in 0.6s. ETA: 4.0s. Rate: 349.25 forecasts/min [2026-01-08T20:36:19.091731] [DEBUG] [REMOTE ] CMI: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:19.092622] [DEBUG] [LOCAL ] Loaded configuration for CMI: 5 features, N/A% accuracy [2026-01-08T20:36:19.093030] [INFO ] [LOCAL ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config [2026-01-08T20:36:19.093065] [DEBUG] [MAG ] Building data for symbol: CMI with lookback: 0 [2026-01-08T20:36:19.093850] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:19.093909] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:19.098705] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:19.100446] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:19.100940] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-08T20:36:19.101650] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-08T20:36:19.103720] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:19.133483] [DEBUG] [MAG ] GLTO: Last date is validated at 2026-01-08 [2026-01-08T20:36:19.194428] [DEBUG] [MAG ] DIN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:19.282401] [INFO ] [LOCAL ] DIN: Saved forecast. [2026-01-08T20:36:19.282473] [INFO ] [main ] DIN: Signal=1 (Conf=90.0%), Magnitude=3.50% (Conf=54.3098%) [2026-01-08T20:36:19.282849] [INFO ] [main ] Fetching symbol history for DRLL... [2026-01-08T20:36:19.282901] [DEBUG] [REMOTE ] DRLL: Fetching historical data. [2026-01-08T20:36:19.283717] [INFO ] [main ] Progress: 370/392 forecasts completed (94.4%). DIN finished in 0.7s. ETA: 3.8s. Rate: 349.07 forecasts/min [2026-01-08T20:36:19.293333] [DEBUG] [REMOTE ] DRLL: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:19.294245] [DEBUG] [LOCAL ] Loaded configuration for DRLL: 3 features, N/A% accuracy [2026-01-08T20:36:19.294299] [INFO ] [LOCAL ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config [2026-01-08T20:36:19.294689] [DEBUG] [MAG ] Building data for symbol: DRLL with lookback: 0 [2026-01-08T20:36:19.295459] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-08T20:36:19.295519] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:19.296260] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:36:19.298305] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-08T20:36:19.299512] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:19.310628] [DEBUG] [MAG ] GLTO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:19.326215] [DEBUG] [MAG ] HYXF: Last date is validated at 2026-01-08 [2026-01-08T20:36:19.439375] [DEBUG] [MAG ] CMI: Last date is validated at 2026-01-08 [2026-01-08T20:36:19.441568] [INFO ] [LOCAL ] GLTO: Saved forecast. [2026-01-08T20:36:19.441657] [INFO ] [main ] GLTO: Signal=1 (Conf=90.0%), Magnitude=4.03% (Conf=61.9164%) [2026-01-08T20:36:19.441824] [INFO ] [main ] Fetching symbol history for ENVX... [2026-01-08T20:36:19.441869] [DEBUG] [REMOTE ] ENVX: Fetching historical data. [2026-01-08T20:36:19.442860] [INFO ] [main ] Progress: 371/392 forecasts completed (94.6%). GLTO finished in 0.7s. ETA: 3.6s. Rate: 349.14 forecasts/min [2026-01-08T20:36:19.455380] [DEBUG] [REMOTE ] ENVX: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:19.456408] [DEBUG] [LOCAL ] Loaded configuration for ENVX: 5 features, N/A% accuracy [2026-01-08T20:36:19.456468] [INFO ] [LOCAL ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config [2026-01-08T20:36:19.456501] [DEBUG] [MAG ] Building data for symbol: ENVX with lookback: 0 [2026-01-08T20:36:19.457378] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:19.457441] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:19.459305] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:19.459857] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:19.462332] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:19.463168] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:36:19.464058] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:19.493954] [DEBUG] [MAG ] HYXF: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:19.556856] [INFO ] [LOCAL ] HYXF: Saved forecast. [2026-01-08T20:36:19.556924] [INFO ] [main ] HYXF: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=41.5907%) [2026-01-08T20:36:19.557276] [INFO ] [main ] Fetching symbol history for BDSX... [2026-01-08T20:36:19.557326] [DEBUG] [REMOTE ] BDSX: Fetching historical data. [2026-01-08T20:36:19.557655] [INFO ] [main ] Progress: 372/392 forecasts completed (94.9%). HYXF finished in 0.6s. ETA: 3.4s. Rate: 349.45 forecasts/min [2026-01-08T20:36:19.569901] [DEBUG] [REMOTE ] BDSX: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:19.570929] [DEBUG] [LOCAL ] Loaded configuration for BDSX: 6 features, N/A% accuracy [2026-01-08T20:36:19.570984] [INFO ] [LOCAL ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config [2026-01-08T20:36:19.571015] [DEBUG] [MAG ] Building data for symbol: BDSX with lookback: 0 [2026-01-08T20:36:19.571787] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:19.572163] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:19.576895] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:19.578686] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:19.579162] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:19.579613] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:19.580001] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:36:19.582555] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:19.606029] [DEBUG] [MAG ] CMI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:19.633276] [DEBUG] [MAG ] DRLL: Last date is validated at 2026-01-08 [2026-01-08T20:36:19.730053] [INFO ] [LOCAL ] CMI: Saved forecast. [2026-01-08T20:36:19.730121] [INFO ] [main ] CMI: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=57.3855%) [2026-01-08T20:36:19.730559] [INFO ] [main ] Fetching symbol history for ALVO... [2026-01-08T20:36:19.730626] [DEBUG] [REMOTE ] ALVO: Fetching historical data. [2026-01-08T20:36:19.730679] [INFO ] [main ] Progress: 373/392 forecasts completed (95.2%). CMI finished in 0.6s. ETA: 3.3s. Rate: 349.45 forecasts/min [2026-01-08T20:36:19.741695] [DEBUG] [REMOTE ] ALVO: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:19.743590] [DEBUG] [LOCAL ] Loaded configuration for ALVO: 2 features, N/A% accuracy [2026-01-08T20:36:19.743642] [INFO ] [LOCAL ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config [2026-01-08T20:36:19.743674] [DEBUG] [MAG ] Building data for symbol: ALVO with lookback: 0 [2026-01-08T20:36:19.744428] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:19.744485] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:19.749239] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-08T20:36:19.750022] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:19.808906] [DEBUG] [MAG ] DRLL: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:19.825016] [DEBUG] [MAG ] ENVX: Last date is validated at 2026-01-08 [2026-01-08T20:36:19.917425] [DEBUG] [MAG ] BDSX: Last date is validated at 2026-01-08 [2026-01-08T20:36:19.953616] [INFO ] [LOCAL ] DRLL: Saved forecast. [2026-01-08T20:36:19.953684] [INFO ] [main ] DRLL: Signal=1 (Conf=90.0%), Magnitude=3.63% (Conf=55.3794%) [2026-01-08T20:36:19.953839] [INFO ] [main ] Fetching symbol history for GEN... [2026-01-08T20:36:19.953881] [DEBUG] [REMOTE ] GEN: Fetching historical data. [2026-01-08T20:36:19.954998] [INFO ] [main ] Progress: 374/392 forecasts completed (95.4%). DRLL finished in 0.7s. ETA: 3.1s. Rate: 349.16 forecasts/min [2026-01-08T20:36:19.965549] [DEBUG] [REMOTE ] GEN: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:19.966460] [DEBUG] [LOCAL ] Loaded configuration for GEN: 6 features, N/A% accuracy [2026-01-08T20:36:19.966516] [INFO ] [LOCAL ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config [2026-01-08T20:36:19.966548] [DEBUG] [MAG ] Building data for symbol: GEN with lookback: 0 [2026-01-08T20:36:19.967333] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:19.967394] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:19.972290] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:19.994743] [DEBUG] [MAG ] ENVX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:20.075655] [INFO ] [LOCAL ] ENVX: Saved forecast. [2026-01-08T20:36:20.075725] [INFO ] [main ] ENVX: Signal=1 (Conf=90.0%), Magnitude=-5.79% (Conf=61.8475%) [2026-01-08T20:36:20.076099] [INFO ] [main ] Fetching symbol history for SATS... [2026-01-08T20:36:20.076149] [DEBUG] [REMOTE ] SATS: Fetching historical data. [2026-01-08T20:36:20.076657] [INFO ] [main ] Progress: 375/392 forecasts completed (95.7%). ENVX finished in 0.6s. ETA: 2.9s. Rate: 349.43 forecasts/min [2026-01-08T20:36:20.078339] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-08T20:36:20.079263] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:36:20.079917] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-08T20:36:20.082638] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:36:20.084969] [DEBUG] [MAG ] ALVO: Last date is validated at 2026-01-08 [2026-01-08T20:36:20.089830] [DEBUG] [REMOTE ] SATS: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:20.090626] [DEBUG] [LOCAL ] Loaded configuration for SATS: 6 features, N/A% accuracy [2026-01-08T20:36:20.090683] [INFO ] [LOCAL ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config [2026-01-08T20:36:20.090715] [DEBUG] [MAG ] Building data for symbol: SATS with lookback: 0 [2026-01-08T20:36:20.091524] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:20.091605] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:20.096395] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-08T20:36:20.097307] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:20.097352] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:20.098160] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:20.100674] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:36:20.101965] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-08T20:36:20.103926] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:20.154508] [DEBUG] [MAG ] BDSX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:20.239224] [INFO ] [LOCAL ] BDSX: Saved forecast. [2026-01-08T20:36:20.239293] [INFO ] [main ] BDSX: Signal=1 (Conf=90.0%), Magnitude=-4.64% (Conf=50.1219%) [2026-01-08T20:36:20.239692] [INFO ] [main ] Fetching symbol history for PUK... [2026-01-08T20:36:20.239744] [DEBUG] [REMOTE ] PUK: Fetching historical data. [2026-01-08T20:36:20.240625] [INFO ] [main ] Progress: 376/392 forecasts completed (95.9%). BDSX finished in 0.7s. ETA: 2.7s. Rate: 349.48 forecasts/min [2026-01-08T20:36:20.249989] [DEBUG] [MAG ] ALVO: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:20.253318] [DEBUG] [REMOTE ] PUK: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:20.254543] [DEBUG] [LOCAL ] Loaded configuration for PUK: 4 features, N/A% accuracy [2026-01-08T20:36:20.254621] [INFO ] [LOCAL ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config [2026-01-08T20:36:20.254654] [DEBUG] [MAG ] Building data for symbol: PUK with lookback: 0 [2026-01-08T20:36:20.255625] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-08T20:36:20.255684] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:20.257547] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:20.258088] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:20.258520] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-08T20:36:20.316612] [INFO ] [LOCAL ] ALVO: Saved forecast. [2026-01-08T20:36:20.316679] [INFO ] [main ] ALVO: Signal=1 (Conf=90.0%), Magnitude=-3.85% (Conf=47.8626%) [2026-01-08T20:36:20.317029] [INFO ] [main ] Fetching symbol history for ARMK... [2026-01-08T20:36:20.317080] [DEBUG] [REMOTE ] ARMK: Fetching historical data. [2026-01-08T20:36:20.317645] [INFO ] [main ] Progress: 377/392 forecasts completed (96.2%). ALVO finished in 0.6s. ETA: 2.6s. Rate: 349.99 forecasts/min [2026-01-08T20:36:20.327506] [DEBUG] [REMOTE ] ARMK: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:20.328385] [DEBUG] [LOCAL ] Loaded configuration for ARMK: 5 features, N/A% accuracy [2026-01-08T20:36:20.328441] [INFO ] [LOCAL ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config [2026-01-08T20:36:20.328473] [DEBUG] [MAG ] Building data for symbol: ARMK with lookback: 0 [2026-01-08T20:36:20.329250] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:20.329311] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:20.330990] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:20.331479] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:20.331883] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:20.334228] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-08T20:36:20.335864] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:20.336775] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:20.440494] [DEBUG] [MAG ] GEN: Last date is validated at 2026-01-08 [2026-01-08T20:36:20.456535] [DEBUG] [MAG ] SATS: Last date is validated at 2026-01-08 [2026-01-08T20:36:20.607337] [DEBUG] [MAG ] GEN: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:20.627140] [DEBUG] [MAG ] SATS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:20.669875] [DEBUG] [MAG ] ARMK: Last date is validated at 2026-01-08 [2026-01-08T20:36:20.688829] [INFO ] [LOCAL ] GEN: Saved forecast. [2026-01-08T20:36:20.688897] [INFO ] [main ] GEN: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=51.32%) [2026-01-08T20:36:20.689056] [INFO ] [main ] Fetching symbol history for RCS... [2026-01-08T20:36:20.689101] [DEBUG] [REMOTE ] RCS: Fetching historical data. [2026-01-08T20:36:20.689857] [INFO ] [main ] Progress: 378/392 forecasts completed (96.4%). GEN finished in 0.7s. ETA: 2.4s. Rate: 348.91 forecasts/min [2026-01-08T20:36:20.689919] [DEBUG] [MAG ] PUK: Last date is validated at 2026-01-08 [2026-01-08T20:36:20.699891] [DEBUG] [REMOTE ] RCS: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:20.700813] [DEBUG] [LOCAL ] Loaded configuration for RCS: 8 features, N/A% accuracy [2026-01-08T20:36:20.700870] [INFO ] [LOCAL ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config [2026-01-08T20:36:20.700901] [DEBUG] [MAG ] Building data for symbol: RCS with lookback: 0 [2026-01-08T20:36:20.701681] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-08T20:36:20.701744] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:20.706547] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:20.708310] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:20.708810] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:20.709195] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-08T20:36:20.746488] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:36:20.747483] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-08T20:36:20.773286] [INFO ] [LOCAL ] SATS: Saved forecast. [2026-01-08T20:36:20.773363] [INFO ] [main ] SATS: Signal=1 (Conf=90.0%), Magnitude=-1.95% (Conf=65.5803%) [2026-01-08T20:36:20.774676] [INFO ] [main ] Fetching symbol history for XOMA... [2026-01-08T20:36:20.774648] [INFO ] [main ] Progress: 379/392 forecasts completed (96.7%). SATS finished in 0.7s. ETA: 2.2s. Rate: 349.37 forecasts/min [2026-01-08T20:36:20.774731] [DEBUG] [REMOTE ] XOMA: Fetching historical data. [2026-01-08T20:36:20.790850] [DEBUG] [REMOTE ] XOMA: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:20.791913] [DEBUG] [LOCAL ] Loaded configuration for XOMA: 6 features, N/A% accuracy [2026-01-08T20:36:20.791974] [INFO ] [LOCAL ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config [2026-01-08T20:36:20.792016] [DEBUG] [MAG ] Building data for symbol: XOMA with lookback: 0 [2026-01-08T20:36:20.792910] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:20.792973] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:20.794354] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-08T20:36:20.794689] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:20.795193] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-08T20:36:20.797098] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:20.866326] [DEBUG] [MAG ] PUK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:20.898163] [DEBUG] [MAG ] ARMK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:20.904082] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:36:20.905278] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:36:20.906275] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:36:20.923643] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:20.938649] [INFO ] [LOCAL ] PUK: Saved forecast. [2026-01-08T20:36:20.938740] [INFO ] [main ] PUK: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=47.5106%) [2026-01-08T20:36:20.939214] [INFO ] [main ] Fetching symbol history for CZWI... [2026-01-08T20:36:20.939284] [DEBUG] [REMOTE ] CZWI: Fetching historical data. [2026-01-08T20:36:20.939662] [INFO ] [main ] Progress: 380/392 forecasts completed (96.9%). PUK finished in 0.7s. ETA: 2.1s. Rate: 349.41 forecasts/min [2026-01-08T20:36:20.952833] [DEBUG] [REMOTE ] CZWI: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:20.953783] [DEBUG] [LOCAL ] Loaded configuration for CZWI: 5 features, N/A% accuracy [2026-01-08T20:36:20.953840] [INFO ] [LOCAL ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config [2026-01-08T20:36:20.953873] [DEBUG] [MAG ] Building data for symbol: CZWI with lookback: 0 [2026-01-08T20:36:20.954756] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:20.954819] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:20.956607] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:20.957195] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:20.957628] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:36:20.958678] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:36:20.959996] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:20.978251] [INFO ] [LOCAL ] ARMK: Saved forecast. [2026-01-08T20:36:20.978329] [INFO ] [main ] ARMK: Signal=1 (Conf=90.0%), Magnitude=3.80% (Conf=51.7312%) [2026-01-08T20:36:20.978686] [INFO ] [main ] Fetching symbol history for STTK... [2026-01-08T20:36:20.978737] [DEBUG] [REMOTE ] STTK: Fetching historical data. [2026-01-08T20:36:20.980648] [INFO ] [main ] Progress: 381/392 forecasts completed (97.2%). ARMK finished in 0.7s. ETA: 1.9s. Rate: 350.11 forecasts/min [2026-01-08T20:36:20.989210] [DEBUG] [REMOTE ] STTK: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:20.990083] [DEBUG] [LOCAL ] Loaded configuration for STTK: 7 features, N/A% accuracy [2026-01-08T20:36:20.990134] [INFO ] [LOCAL ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config [2026-01-08T20:36:20.990165] [DEBUG] [MAG ] Building data for symbol: STTK with lookback: 0 [2026-01-08T20:36:20.990940] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-08T20:36:20.991002] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:20.995745] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:20.997477] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:20.997959] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:20.998418] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-08T20:36:21.000762] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:36:21.001388] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-08T20:36:21.002730] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:21.132862] [DEBUG] [MAG ] RCS: Last date is validated at 2026-01-08 [2026-01-08T20:36:21.266741] [DEBUG] [MAG ] XOMA: Last date is validated at 2026-01-08 [2026-01-08T20:36:21.297725] [DEBUG] [MAG ] RCS: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:21.306751] [DEBUG] [MAG ] CZWI: Last date is validated at 2026-01-08 [2026-01-08T20:36:21.336723] [DEBUG] [MAG ] STTK: Last date is validated at 2026-01-08 [2026-01-08T20:36:21.360770] [INFO ] [LOCAL ] RCS: Saved forecast. [2026-01-08T20:36:21.360837] [INFO ] [main ] RCS: Signal=1 (Conf=90.0%), Magnitude=-1.92% (Conf=42.3952%) [2026-01-08T20:36:21.360990] [INFO ] [main ] Fetching symbol history for VLY... [2026-01-08T20:36:21.361034] [DEBUG] [REMOTE ] VLY: Fetching historical data. [2026-01-08T20:36:21.362189] [INFO ] [main ] Progress: 382/392 forecasts completed (97.4%). RCS finished in 0.7s. ETA: 1.7s. Rate: 348.99 forecasts/min [2026-01-08T20:36:21.372692] [DEBUG] [REMOTE ] VLY: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:21.373629] [DEBUG] [LOCAL ] Loaded configuration for VLY: 12 features, N/A% accuracy [2026-01-08T20:36:21.373678] [INFO ] [LOCAL ] VLY: Loaded 12 optimal features with 55.92% confidence from JSON config [2026-01-08T20:36:21.373710] [DEBUG] [MAG ] Building data for symbol: VLY with lookback: 0 [2026-01-08T20:36:21.374464] [DEBUG] [FEATURES ] DataBuilder: Executing 12 feature methods. [2026-01-08T20:36:21.374531] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:21.376193] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:21.376717] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:21.377157] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:21.378045] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:21.379687] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:36:21.380852] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-08T20:36:21.381845] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-08T20:36:21.383325] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-08T20:36:21.384325] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-08T20:36:21.385922] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-08T20:36:21.386956] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-08T20:36:21.387624] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:21.436714] [DEBUG] [MAG ] XOMA: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:21.475243] [DEBUG] [MAG ] CZWI: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:21.503860] [DEBUG] [MAG ] STTK: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:21.526471] [INFO ] [LOCAL ] XOMA: Saved forecast. [2026-01-08T20:36:21.526539] [INFO ] [main ] XOMA: Signal=1 (Conf=90.0%), Magnitude=1.78% (Conf=41.1081%) [2026-01-08T20:36:21.526718] [INFO ] [main ] Fetching symbol history for ETSY... [2026-01-08T20:36:21.526762] [DEBUG] [REMOTE ] ETSY: Fetching historical data. [2026-01-08T20:36:21.528710] [INFO ] [main ] Progress: 383/392 forecasts completed (97.7%). XOMA finished in 0.8s. ETA: 1.5s. Rate: 349.02 forecasts/min [2026-01-08T20:36:21.536642] [INFO ] [LOCAL ] CZWI: Saved forecast. [2026-01-08T20:36:21.536722] [INFO ] [main ] CZWI: Signal=1 (Conf=90.0%), Magnitude=1.34% (Conf=52.4915%) [2026-01-08T20:36:21.537075] [INFO ] [main ] Fetching symbol history for RF... [2026-01-08T20:36:21.537136] [DEBUG] [REMOTE ] RF: Fetching historical data. [2026-01-08T20:36:21.537625] [INFO ] [main ] Progress: 384/392 forecasts completed (98.0%). CZWI finished in 0.6s. ETA: 1.4s. Rate: 349.88 forecasts/min [2026-01-08T20:36:21.541416] [DEBUG] [REMOTE ] ETSY: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:21.542496] [DEBUG] [LOCAL ] Loaded configuration for ETSY: 2 features, N/A% accuracy [2026-01-08T20:36:21.542554] [INFO ] [LOCAL ] ETSY: Loaded 2 optimal features with 56.70% confidence from JSON config [2026-01-08T20:36:21.542606] [DEBUG] [MAG ] Building data for symbol: ETSY with lookback: 0 [2026-01-08T20:36:21.543698] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:21.543763] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:36:21.544362] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-08T20:36:21.545987] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:21.551564] [DEBUG] [REMOTE ] RF: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:21.552382] [DEBUG] [LOCAL ] Loaded configuration for RF: 6 features, N/A% accuracy [2026-01-08T20:36:21.552434] [INFO ] [LOCAL ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config [2026-01-08T20:36:21.552465] [DEBUG] [MAG ] Building data for symbol: RF with lookback: 0 [2026-01-08T20:36:21.553492] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-08T20:36:21.553602] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:21.558721] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:21.560661] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:21.561162] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:21.561560] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-08T20:36:21.563514] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:36:21.565513] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:21.569879] [INFO ] [LOCAL ] STTK: Saved forecast. [2026-01-08T20:36:21.569944] [INFO ] [main ] STTK: Signal=1 (Conf=90.0%), Magnitude=1.83% (Conf=58.6258%) [2026-01-08T20:36:21.570509] [INFO ] [main ] Fetching symbol history for OCFC... [2026-01-08T20:36:21.570562] [DEBUG] [REMOTE ] OCFC: Fetching historical data. [2026-01-08T20:36:21.570634] [INFO ] [main ] Progress: 385/392 forecasts completed (98.2%). STTK finished in 0.6s. ETA: 1.2s. Rate: 350.62 forecasts/min [2026-01-08T20:36:21.581294] [DEBUG] [REMOTE ] OCFC: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:21.582271] [DEBUG] [LOCAL ] Loaded configuration for OCFC: 2 features, N/A% accuracy [2026-01-08T20:36:21.582323] [INFO ] [LOCAL ] OCFC: Loaded 2 optimal features with 54.75% confidence from JSON config [2026-01-08T20:36:21.582354] [DEBUG] [MAG ] Building data for symbol: OCFC with lookback: 0 [2026-01-08T20:36:21.583124] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-08T20:36:21.583185] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-08T20:36:21.583776] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-08T20:36:21.585173] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:21.725560] [DEBUG] [MAG ] VLY: Last date is validated at 2026-01-08 [2026-01-08T20:36:21.893235] [DEBUG] [MAG ] VLY: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:21.900014] [DEBUG] [MAG ] ETSY: Last date is validated at 2026-01-08 [2026-01-08T20:36:21.906673] [DEBUG] [MAG ] RF: Last date is validated at 2026-01-08 [2026-01-08T20:36:21.919750] [DEBUG] [MAG ] OCFC: Last date is validated at 2026-01-08 [2026-01-08T20:36:21.963799] [INFO ] [LOCAL ] VLY: Saved forecast. [2026-01-08T20:36:21.963864] [INFO ] [main ] VLY: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=55.9151%) [2026-01-08T20:36:21.964019] [INFO ] [main ] Fetching symbol history for REAX... [2026-01-08T20:36:21.964068] [DEBUG] [REMOTE ] REAX: Fetching historical data. [2026-01-08T20:36:21.964907] [INFO ] [main ] Progress: 386/392 forecasts completed (98.5%). VLY finished in 0.6s. ETA: 1.0s. Rate: 349.44 forecasts/min [2026-01-08T20:36:21.975672] [DEBUG] [REMOTE ] REAX: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:21.976506] [DEBUG] [LOCAL ] Loaded configuration for REAX: 5 features, N/A% accuracy [2026-01-08T20:36:21.976561] [INFO ] [LOCAL ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config [2026-01-08T20:36:21.976625] [DEBUG] [MAG ] Building data for symbol: REAX with lookback: 0 [2026-01-08T20:36:21.977716] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:21.977777] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-08T20:36:21.978872] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-08T20:36:21.980092] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-08T20:36:21.984310] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-08T20:36:21.986302] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-08T20:36:22.000386] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:22.075683] [DEBUG] [MAG ] RF: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:22.076797] [DEBUG] [MAG ] ETSY: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:22.085924] [DEBUG] [MAG ] OCFC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:22.151493] [INFO ] [LOCAL ] OCFC: Saved forecast. [2026-01-08T20:36:22.151558] [INFO ] [main ] OCFC: Signal=1 (Conf=90.0%), Magnitude=2.53% (Conf=54.7481%) [2026-01-08T20:36:22.151748] [INFO ] [LOCAL ] RF: Saved forecast. [2026-01-08T20:36:22.151818] [INFO ] [main ] RF: Signal=1 (Conf=90.0%), Magnitude=-1.30% (Conf=51.3729%) [2026-01-08T20:36:22.151926] [INFO ] [main ] Fetching symbol history for EFC... [2026-01-08T20:36:22.151999] [DEBUG] [REMOTE ] EFC: Fetching historical data. [2026-01-08T20:36:22.152181] [INFO ] [main ] Fetching symbol history for GBDC... [2026-01-08T20:36:22.152235] [DEBUG] [REMOTE ] GBDC: Fetching historical data. [2026-01-08T20:36:22.152662] [INFO ] [main ] Progress: 387/392 forecasts completed (98.7%). OCFC finished in 0.6s. ETA: 0.9s. Rate: 349.35 forecasts/min [2026-01-08T20:36:22.152808] [INFO ] [main ] Progress: 388/392 forecasts completed (99.0%). RF finished in 0.6s. ETA: 0.7s. Rate: 350.25 forecasts/min [2026-01-08T20:36:22.163154] [DEBUG] [REMOTE ] EFC: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:22.164167] [DEBUG] [LOCAL ] Loaded configuration for EFC: 5 features, N/A% accuracy [2026-01-08T20:36:22.164218] [INFO ] [LOCAL ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config [2026-01-08T20:36:22.164250] [DEBUG] [MAG ] Building data for symbol: EFC with lookback: 0 [2026-01-08T20:36:22.165039] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-08T20:36:22.165099] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-08T20:36:22.165950] [DEBUG] [REMOTE ] GBDC: Successfully parsed 300 rows of historical data. [2026-01-08T20:36:22.166765] [DEBUG] [LOCAL ] Loaded configuration for GBDC: 1 features, N/A% accuracy [2026-01-08T20:36:22.166828] [INFO ] [LOCAL ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config [2026-01-08T20:36:22.166862] [DEBUG] [MAG ] Building data for symbol: GBDC with lookback: 0 [2026-01-08T20:36:22.167666] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-08T20:36:22.167725] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-08T20:36:22.168617] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:22.170042] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-08T20:36:22.171809] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-08T20:36:22.172275] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-08T20:36:22.172739] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-08T20:36:22.173125] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-08T20:36:22.176632] [INFO ] [LOCAL ] ETSY: Saved forecast. [2026-01-08T20:36:22.176700] [INFO ] [main ] ETSY: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=56.7039%) [2026-01-08T20:36:22.177084] [INFO ] [main ] Progress: 389/392 forecasts completed (99.2%). ETSY finished in 0.6s. ETA: 0.5s. Rate: 351.03 forecasts/min [2026-01-08T20:36:22.335029] [DEBUG] [MAG ] REAX: Last date is validated at 2026-01-08 [2026-01-08T20:36:22.501306] [DEBUG] [MAG ] REAX: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:22.510593] [DEBUG] [MAG ] GBDC: Last date is validated at 2026-01-08 [2026-01-08T20:36:22.513138] [DEBUG] [MAG ] EFC: Last date is validated at 2026-01-08 [2026-01-08T20:36:22.568922] [INFO ] [LOCAL ] REAX: Saved forecast. [2026-01-08T20:36:22.568989] [INFO ] [main ] REAX: Signal=1 (Conf=90.0%), Magnitude=3.68% (Conf=53.2527%) [2026-01-08T20:36:22.569544] [INFO ] [main ] Progress: 390/392 forecasts completed (99.5%). REAX finished in 0.6s. ETA: 0.3s. Rate: 349.87 forecasts/min [2026-01-08T20:36:22.678093] [DEBUG] [MAG ] GBDC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:22.679661] [DEBUG] [MAG ] EFC: Forecast date (T1) determined as 2026-01-09 [2026-01-08T20:36:22.735239] [INFO ] [LOCAL ] GBDC: Saved forecast. [2026-01-08T20:36:22.735310] [INFO ] [main ] GBDC: Signal=1 (Conf=90.0%), Magnitude=3.65% (Conf=55.9223%) [2026-01-08T20:36:22.735898] [INFO ] [main ] Progress: 391/392 forecasts completed (99.7%). GBDC finished in 0.6s. ETA: 0.2s. Rate: 349.89 forecasts/min [2026-01-08T20:36:22.738408] [INFO ] [LOCAL ] EFC: Saved forecast. [2026-01-08T20:36:22.738477] [INFO ] [main ] EFC: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=52.416%) [2026-01-08T20:36:22.738782] [INFO ] [main ] Progress: 392/392 forecasts completed (100.0%). EFC finished in 0.6s. ETA: 0.0s. Rate: 350.77 forecasts/min [2026-01-08T20:36:22.768892] [INFO ] [main ] Parallel forecast generation completed in 1m 7s. Processed 392 forecasts. [2026-01-08T20:36:22.769058] [INFO ] [main ] Generated and saved 392 forecast pairs. [2026-01-08T20:36:23.588119] [DEBUG] [EMAIL ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (392/392 @ 100.00%)' [2026-01-08T20:36:23.589811] [INFO ] [MODE ] Ignoring multithreaded flag for report generation [2026-01-08T20:36:23.589876] [INFO ] [main ] Fetching available MAG forecast dates... [2026-01-08T20:36:23.590198] [INFO ] [main ] Found 37 forecast dates [2026-01-08T20:36:23.590238] [INFO ] [main ] Processing forecast date: 2025-11-17 [2026-01-08T20:36:23.710725] [INFO ] [main ] Overwriting existing report for 2025-11-17 [2026-01-08T20:36:23.714620] [INFO ] [main ] Generated forecast report for 2025-11-17: 472 forecasts [2026-01-08T20:36:23.714779] [INFO ] [main ] Processing forecast date: 2025-11-18 [2026-01-08T20:36:23.809969] [INFO ] [main ] Overwriting existing report for 2025-11-18 [2026-01-08T20:36:23.811543] [INFO ] [main ] Generated forecast report for 2025-11-18: 421 forecasts [2026-01-08T20:36:23.811669] [INFO ] [main ] Processing forecast date: 2025-11-19 [2026-01-08T20:36:23.935912] [INFO ] [main ] Overwriting existing report for 2025-11-19 [2026-01-08T20:36:23.937623] [INFO ] [main ] Generated forecast report for 2025-11-19: 480 forecasts [2026-01-08T20:36:23.937724] [INFO ] [main ] Processing forecast date: 2025-11-20 [2026-01-08T20:36:24.033415] [INFO ] [main ] Overwriting existing report for 2025-11-20 [2026-01-08T20:36:24.034985] [INFO ] [main ] Generated forecast report for 2025-11-20: 423 forecasts [2026-01-08T20:36:24.035089] [INFO ] [main ] Processing forecast date: 2025-11-21 [2026-01-08T20:36:24.160557] [INFO ] [main ] Overwriting existing report for 2025-11-21 [2026-01-08T20:36:24.181858] [INFO ] [main ] Generated forecast report for 2025-11-21: 368 forecasts [2026-01-08T20:36:24.181976] [INFO ] [main ] Processing forecast date: 2025-11-24 [2026-01-08T20:36:24.304003] [INFO ] [main ] Overwriting existing report for 2025-11-24 [2026-01-08T20:36:24.305901] [INFO ] [main ] Generated forecast report for 2025-11-24: 527 forecasts [2026-01-08T20:36:24.306009] [INFO ] [main ] Processing forecast date: 2025-11-25 [2026-01-08T20:36:24.418958] [INFO ] [main ] Overwriting existing report for 2025-11-25 [2026-01-08T20:36:24.422252] [INFO ] [main ] Generated forecast report for 2025-11-25: 524 forecasts [2026-01-08T20:36:24.422438] [INFO ] [main ] Processing forecast date: 2025-11-26 [2026-01-08T20:36:24.533155] [INFO ] [main ] Overwriting existing report for 2025-11-26 [2026-01-08T20:36:24.534824] [INFO ] [main ] Generated forecast report for 2025-11-26: 452 forecasts [2026-01-08T20:36:24.534934] [INFO ] [main ] Processing forecast date: 2025-11-28 [2026-01-08T20:36:24.739696] [INFO ] [main ] Overwriting existing report for 2025-11-28 [2026-01-08T20:36:24.743399] [INFO ] [main ] Generated forecast report for 2025-11-28: 1002 forecasts [2026-01-08T20:36:24.743564] [INFO ] [main ] Processing forecast date: 2025-12-01 [2026-01-08T20:36:24.908506] [INFO ] [main ] Overwriting existing report for 2025-12-01 [2026-01-08T20:36:24.911362] [INFO ] [main ] Generated forecast report for 2025-12-01: 835 forecasts [2026-01-08T20:36:24.911502] [INFO ] [main ] Processing forecast date: 2025-12-02 [2026-01-08T20:36:25.095039] [INFO ] [main ] Overwriting existing report for 2025-12-02 [2026-01-08T20:36:25.098386] [INFO ] [main ] Generated forecast report for 2025-12-02: 769 forecasts [2026-01-08T20:36:25.098524] [INFO ] [main ] Processing forecast date: 2025-12-03 [2026-01-08T20:36:25.319406] [INFO ] [main ] Overwriting existing report for 2025-12-03 [2026-01-08T20:36:25.322667] [INFO ] [main ] Generated forecast report for 2025-12-03: 965 forecasts [2026-01-08T20:36:25.322820] [INFO ] [main ] Processing forecast date: 2025-12-04 [2026-01-08T20:36:25.589025] [INFO ] [main ] Overwriting existing report for 2025-12-04 [2026-01-08T20:36:25.592248] [INFO ] [main ] Generated forecast report for 2025-12-04: 965 forecasts [2026-01-08T20:36:25.592405] [INFO ] [main ] Processing forecast date: 2025-12-05 [2026-01-08T20:36:25.821550] [INFO ] [main ] Overwriting existing report for 2025-12-05 [2026-01-08T20:36:25.824839] [INFO ] [main ] Generated forecast report for 2025-12-05: 970 forecasts [2026-01-08T20:36:25.824996] [INFO ] [main ] Processing forecast date: 2025-12-08 [2026-01-08T20:36:26.036771] [INFO ] [main ] Overwriting existing report for 2025-12-08 [2026-01-08T20:36:26.040095] [INFO ] [main ] Generated forecast report for 2025-12-08: 935 forecasts [2026-01-08T20:36:26.040251] [INFO ] [main ] Processing forecast date: 2025-12-09 [2026-01-08T20:36:26.251109] [INFO ] [main ] Overwriting existing report for 2025-12-09 [2026-01-08T20:36:26.254426] [INFO ] [main ] Generated forecast report for 2025-12-09: 970 forecasts [2026-01-08T20:36:26.254598] [INFO ] [main ] Processing forecast date: 2025-12-10 [2026-01-08T20:36:26.345286] [INFO ] [main ] Overwriting existing report for 2025-12-10 [2026-01-08T20:36:26.346857] [INFO ] [main ] Generated forecast report for 2025-12-10: 438 forecasts [2026-01-08T20:36:26.346953] [INFO ] [main ] Processing forecast date: 2025-12-11 [2026-01-08T20:36:26.431040] [INFO ] [main ] Overwriting existing report for 2025-12-11 [2026-01-08T20:36:26.432548] [INFO ] [main ] Generated forecast report for 2025-12-11: 430 forecasts [2026-01-08T20:36:26.432649] [INFO ] [main ] Processing forecast date: 2025-12-12 [2026-01-08T20:36:26.518862] [INFO ] [main ] Overwriting existing report for 2025-12-12 [2026-01-08T20:36:26.520356] [INFO ] [main ] Generated forecast report for 2025-12-12: 412 forecasts [2026-01-08T20:36:26.520455] [INFO ] [main ] Processing forecast date: 2025-12-15 [2026-01-08T20:36:26.606822] [INFO ] [main ] Overwriting existing report for 2025-12-15 [2026-01-08T20:36:26.608371] [INFO ] [main ] Generated forecast report for 2025-12-15: 415 forecasts [2026-01-08T20:36:26.608475] [INFO ] [main ] Processing forecast date: 2025-12-16 [2026-01-08T20:36:26.689844] [INFO ] [main ] Overwriting existing report for 2025-12-16 [2026-01-08T20:36:26.691434] [INFO ] [main ] Generated forecast report for 2025-12-16: 429 forecasts [2026-01-08T20:36:26.691532] [INFO ] [main ] Processing forecast date: 2025-12-17 [2026-01-08T20:36:26.796997] [INFO ] [main ] Overwriting existing report for 2025-12-17 [2026-01-08T20:36:26.798595] [INFO ] [main ] Generated forecast report for 2025-12-17: 434 forecasts [2026-01-08T20:36:26.798697] [INFO ] [main ] Processing forecast date: 2025-12-18 [2026-01-08T20:36:26.906968] [INFO ] [main ] Overwriting existing report for 2025-12-18 [2026-01-08T20:36:26.908679] [INFO ] [main ] Generated forecast report for 2025-12-18: 430 forecasts [2026-01-08T20:36:26.908799] [INFO ] [main ] Processing forecast date: 2025-12-19 [2026-01-08T20:36:26.993337] [INFO ] [main ] Overwriting existing report for 2025-12-19 [2026-01-08T20:36:26.994956] [INFO ] [main ] Generated forecast report for 2025-12-19: 421 forecasts [2026-01-08T20:36:26.995056] [INFO ] [main ] Processing forecast date: 2025-12-22 [2026-01-08T20:36:27.100795] [INFO ] [main ] Overwriting existing report for 2025-12-22 [2026-01-08T20:36:27.102681] [INFO ] [main ] Generated forecast report for 2025-12-22: 455 forecasts [2026-01-08T20:36:27.102794] [INFO ] [main ] Processing forecast date: 2025-12-23 [2026-01-08T20:36:27.189493] [INFO ] [main ] Overwriting existing report for 2025-12-23 [2026-01-08T20:36:27.191088] [INFO ] [main ] Generated forecast report for 2025-12-23: 426 forecasts [2026-01-08T20:36:27.191192] [INFO ] [main ] Processing forecast date: 2025-12-24 [2026-01-08T20:36:27.278104] [INFO ] [main ] Overwriting existing report for 2025-12-24 [2026-01-08T20:36:27.279589] [INFO ] [main ] Generated forecast report for 2025-12-24: 403 forecasts [2026-01-08T20:36:27.279681] [INFO ] [main ] Processing forecast date: 2025-12-26 [2026-01-08T20:36:27.369008] [INFO ] [main ] Overwriting existing report for 2025-12-26 [2026-01-08T20:36:27.370399] [INFO ] [main ] Generated forecast report for 2025-12-26: 364 forecasts [2026-01-08T20:36:27.370492] [INFO ] [main ] Processing forecast date: 2025-12-29 [2026-01-08T20:36:27.459035] [INFO ] [main ] Overwriting existing report for 2025-12-29 [2026-01-08T20:36:27.460555] [INFO ] [main ] Generated forecast report for 2025-12-29: 409 forecasts [2026-01-08T20:36:27.460672] [INFO ] [main ] Processing forecast date: 2025-12-30 [2026-01-08T20:36:27.560936] [INFO ] [main ] Overwriting existing report for 2025-12-30 [2026-01-08T20:36:27.562442] [INFO ] [main ] Generated forecast report for 2025-12-30: 403 forecasts [2026-01-08T20:36:27.562538] [INFO ] [main ] Processing forecast date: 2025-12-31 [2026-01-08T20:36:27.659076] [INFO ] [main ] Overwriting existing report for 2025-12-31 [2026-01-08T20:36:27.660822] [INFO ] [main ] Generated forecast report for 2025-12-31: 412 forecasts [2026-01-08T20:36:27.660923] [INFO ] [main ] Processing forecast date: 2026-01-02 [2026-01-08T20:36:27.752820] [INFO ] [main ] Overwriting existing report for 2026-01-02 [2026-01-08T20:36:27.754344] [INFO ] [main ] Generated forecast report for 2026-01-02: 409 forecasts [2026-01-08T20:36:27.754443] [INFO ] [main ] Processing forecast date: 2026-01-05 [2026-01-08T20:36:27.845959] [INFO ] [main ] Overwriting existing report for 2026-01-05 [2026-01-08T20:36:27.847506] [INFO ] [main ] Generated forecast report for 2026-01-05: 420 forecasts [2026-01-08T20:36:27.847615] [INFO ] [main ] Processing forecast date: 2026-01-06 [2026-01-08T20:36:27.942738] [INFO ] [main ] Overwriting existing report for 2026-01-06 [2026-01-08T20:36:27.944476] [INFO ] [main ] Generated forecast report for 2026-01-06: 429 forecasts [2026-01-08T20:36:27.944632] [INFO ] [main ] Processing forecast date: 2026-01-07 [2026-01-08T20:36:28.044074] [INFO ] [main ] Overwriting existing report for 2026-01-07 [2026-01-08T20:36:28.045659] [INFO ] [main ] Generated forecast report for 2026-01-07: 407 forecasts [2026-01-08T20:36:28.045767] [INFO ] [main ] Processing forecast date: 2026-01-08 [2026-01-08T20:36:28.133244] [INFO ] [main ] Overwriting existing report for 2026-01-08 [2026-01-08T20:36:28.134917] [INFO ] [main ] Generated forecast report for 2026-01-08: 391 forecasts [2026-01-08T20:36:28.135037] [INFO ] [main ] Processing forecast date: 2026-01-09 [2026-01-08T20:36:28.144257] [INFO ] [main ] Generated forecast report for 2026-01-09: 392 forecasts [2026-01-08T20:36:28.144354] [INFO ] [main ] Generated 37/37 forecast reports [2026-01-08T20:36:28.144406] [INFO ] [main ] Reading forecast report for email: ./output/forecasts/full/2026-01-09.txt [2026-01-08T20:36:28.726912] [DEBUG] [EMAIL ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2026-01-09' [2026-01-08T20:36:28.727127] [INFO ] [main ] Forecast report email sent for 2026-01-09 [2026-01-08T20:36:28.727214] [INFO ] [MAG ] MAG operation completed successfully [2026-01-08T20:36:28.727505] [WARN ] [STATE ] State set to: COMPLETED_OK [2026-01-08T20:36:28.727780] [INFO ] [STATE ] Last completion updated: 2026-01-08T20:36:28.727628