[2025-11-16T04:49:55.205536] [INFO ] [MAG       ] Starting MAG operation...
[2025-11-16T04:49:55.375526] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-11-16T04:49:55.547023] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-11-16T04:49:55.717284] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-11-16T04:49:55.886130] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-11-16T04:49:55.886445] [WARN ] [STATE     ] State set to: WAITING
[2025-11-16T04:49:55.886502] [INFO ] [STATE     ] Checking service statuses...
[2025-11-16T04:49:55.957445] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-11-16T04:49:55.962215] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:49:55.997727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-11-16T04:49:56.001785] [WARN ] [sig-status] Service 'sig' is not running but has not completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:49:56.036637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-11-16T04:49:56.070190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-11-16T04:49:56.070307] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-11-16T04:49:59.075551] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-11-16T04:49:59.078997] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:49:59.083204] [WARN ] [sig-status] Service 'sig' is not running.
[2025-11-16T04:49:59.086972] [WARN ] [sig-status] Service 'sig' is not running but has not completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:49:59.090504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-11-16T04:49:59.094126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-11-16T04:49:59.094213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-11-16T04:50:02.100272] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-11-16T04:50:02.104954] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:50:02.109491] [WARN ] [sig-status] Service 'sig' is not running.
[2025-11-16T04:50:02.114524] [WARN ] [sig-status] Service 'sig' is not running but has not completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:50:02.119952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-11-16T04:50:02.125033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-11-16T04:50:02.125166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-11-16T04:50:05.131506] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-11-16T04:50:05.136088] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:50:05.141357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-11-16T04:50:05.146907] [WARN ] [sig-status] Service 'sig' is not running but has not completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:50:05.152817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-11-16T04:50:05.158108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-11-16T04:50:05.158285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-11-16T04:50:08.163974] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-11-16T04:50:08.168087] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:50:08.171547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-11-16T04:50:08.175075] [WARN ] [sig-status] Service 'sig' is not running but has not completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:50:08.178543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-11-16T04:50:08.181829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-11-16T04:50:08.181917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-11-16T04:50:11.186975] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-11-16T04:50:11.190655] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:50:11.194353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-11-16T04:50:11.197954] [WARN ] [sig-status] Service 'sig' is not running but has not completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:50:11.201489] [WARN ] [sap-status] Service 'sap' is not running.
[2025-11-16T04:50:11.205140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-11-16T04:50:11.205231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-11-16T04:50:14.211364] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-11-16T04:50:14.215870] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:50:14.220324] [WARN ] [sig-status] Service 'sig' is not running.
[2025-11-16T04:50:14.223775] [WARN ] [sig-status] Service 'sig' is not running but has not completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:50:14.227289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-11-16T04:50:14.231140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-11-16T04:50:14.231237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-11-16T04:50:17.128727] [WARN ] [STATE     ] Received SIGINT signal. Initiating graceful shutdown...
[2025-11-16T04:50:17.236937] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-11-16T04:50:17.240873] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:50:17.244755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-11-16T04:50:17.248476] [WARN ] [sig-status] Service 'sig' is not running but has not completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T04:50:17.251879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-11-16T04:50:17.256394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-11-16T04:50:17.256476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-11-16T04:50:17.972864] [WARN ] [STATE     ] Already shutting down, please wait...
[2025-11-16T05:00:32.111319] [INFO ] [MAG       ] Starting MAG operation...
[2025-11-16T05:00:32.285858] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-11-16T05:00:32.455758] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-11-16T05:00:32.622624] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-11-16T05:00:32.791898] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-11-16T05:00:32.792334] [WARN ] [STATE     ] State set to: WAITING
[2025-11-16T05:00:32.792397] [INFO ] [STATE     ] Checking service statuses...
[2025-11-16T05:00:32.891114] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-11-16T05:00:32.896424] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T05:00:32.932092] [WARN ] [sig-status] Service 'sig' is not running.
[2025-11-16T05:00:32.936129] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T05:00:32.970788] [WARN ] [sap-status] Service 'sap' is not running.
[2025-11-16T05:00:33.006833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-11-16T05:00:33.007184] [WARN ] [STATE     ] State set to: RUNNING
[2025-11-16T05:00:33.007263] [INFO ] [MODE      ] Using multithreaded
[2025-11-16T05:00:33.007321] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-11-16T05:00:33.013103] [DEBUG] [REMOTE    ] Found 25 available forecast dates.
[2025-11-16T05:00:33.013315] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-11-17.txt'.
[2025-11-16T05:00:33.018317] [DEBUG] [REMOTE    ] Fetched 1746 signal forecasts for 2025-11-17.
[2025-11-16T05:00:33.053327] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-11-16T05:00:33.054949] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-11-16T05:00:33.055044] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-11-16T05:00:33.055146] [DEBUG] [EMAIL     ] Email notifications are disabled, refusing to send email to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-11-16T05:00:33.069226] [INFO ] [MODE      ] Using multithreaded
[2025-11-16T05:00:33.069473] [INFO ] [main      ] Fetching signal forecasts...
[2025-11-16T05:00:33.069558] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-11-16T05:00:33.078107] [DEBUG] [REMOTE    ] Found 25 available forecast dates.
[2025-11-16T05:00:33.078436] [INFO ] [main      ] Found available forecast date (2025-11-17).
[2025-11-16T05:00:33.078528] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-11-17.txt'.
[2025-11-16T05:00:33.085259] [DEBUG] [REMOTE    ] Fetched 1746 signal forecasts for 2025-11-17.
[2025-11-16T05:00:33.085581] [INFO ] [main      ] Fetched 1746 forecasts.
[2025-11-16T05:00:33.085841] [INFO ] [main      ] Found 472 high-confidence bullish forecasts (>= 80.0%).
[2025-11-16T05:00:33.085936] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 472 symbols
[2025-11-16T05:00:33.129587] [INFO ] [main      ] Fetching symbol history for MVT...
[2025-11-16T05:00:33.130192] [DEBUG] [REMOTE    ] MVT: Fetching historical data.
[2025-11-16T05:00:33.130141] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-11-16T05:00:33.130206] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-11-16T05:00:33.130627] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-11-16T05:00:33.130792] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-11-16T05:00:33.131978] [INFO ] [main      ] Fetching symbol history for TS...
[2025-11-16T05:00:33.132379] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2025-11-16T05:00:33.163231] [DEBUG] [REMOTE    ] PCN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:33.163237] [DEBUG] [REMOTE    ] TS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:33.164544] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-11-16T05:00:33.164544] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2025-11-16T05:00:33.164625] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-11-16T05:00:33.164625] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2025-11-16T05:00:33.164724] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-11-16T05:00:33.164736] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2025-11-16T05:00:33.167045] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:33.167052] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:00:33.167179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:33.167187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:33.172613] [DEBUG] [REMOTE    ] BSX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:33.172613] [DEBUG] [REMOTE    ] MVT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:33.174026] [DEBUG] [LOCAL     ] Loaded configuration for MVT: 4 features, N/A% accuracy
[2025-11-16T05:00:33.174129] [INFO ] [LOCAL     ] MVT: Loaded 4 optimal features with 41.96% confidence from JSON config
[2025-11-16T05:00:33.174020] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-11-16T05:00:33.174208] [DEBUG] [MAG       ] Building data for symbol: MVT with lookback: 0
[2025-11-16T05:00:33.174312] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-11-16T05:00:33.174495] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:33.174498] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-11-16T05:00:33.174927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:33.177722] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:33.177720] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:00:33.177893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:33.177954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:33.177995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:33.179003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:33.180399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:33.182400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:33.183972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:33.185515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:33.188347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:33.190941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:33.191980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:33.192667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:33.193606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:00:33.195711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:00:33.198296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:00:33.200184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:33.232828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:33.547619] [DEBUG] [MAG       ] TS: Last date is validated at 2025-11-14
[2025-11-16T05:00:33.562208] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-11-14
[2025-11-16T05:00:33.569360] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-11-14
[2025-11-16T05:00:33.599728] [DEBUG] [MAG       ] MVT: Last date is validated at 2025-11-14
[2025-11-16T05:00:33.733028] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:33.745786] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:33.772242] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:33.783717] [DEBUG] [MAG       ] MVT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:33.828986] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-11-16T05:00:33.829116] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.21% (Conf=56.2675%)
[2025-11-16T05:00:33.829545] [INFO ] [main      ] Fetching symbol history for ANF...
[2025-11-16T05:00:33.829632] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2025-11-16T05:00:33.830230] [INFO ] [main      ] Progress: 1/472 forecasts completed (0.2%). PCN finished in 0.7s. ETA: 5m 51s. Rate: 80.63 forecasts/min
[2025-11-16T05:00:33.843617] [DEBUG] [REMOTE    ] ANF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:33.844896] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2025-11-16T05:00:33.844968] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2025-11-16T05:00:33.845009] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2025-11-16T05:00:33.845994] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:33.846084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:33.848005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:33.848717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:33.849238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:33.849762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:33.851904] [INFO ] [LOCAL     ] TS: Saved forecast.
[2025-11-16T05:00:33.852019] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=2.43% (Conf=63.9039%)
[2025-11-16T05:00:33.852394] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-11-16T05:00:33.852460] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-11-16T05:00:33.852978] [INFO ] [main      ] Progress: 2/472 forecasts completed (0.4%). TS finished in 0.7s. ETA: 3m 0s. Rate: 156.46 forecasts/min
[2025-11-16T05:00:33.866624] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:33.867891] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-11-16T05:00:33.867965] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-11-16T05:00:33.868002] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-11-16T05:00:33.869165] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:33.869269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:33.869400] [INFO ] [LOCAL     ] MVT: Saved forecast.
[2025-11-16T05:00:33.869580] [INFO ] [main      ] MVT: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=41.9609%)
[2025-11-16T05:00:33.870391] [INFO ] [main      ] Fetching symbol history for THR...
[2025-11-16T05:00:33.870481] [DEBUG] [REMOTE    ] THR: Fetching historical data.
[2025-11-16T05:00:33.871855] [INFO ] [main      ] Progress: 3/472 forecasts completed (0.6%). MVT finished in 0.7s. ETA: 2m 3s. Rate: 229.05 forecasts/min
[2025-11-16T05:00:33.874498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:33.876695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:33.877501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:33.886942] [DEBUG] [REMOTE    ] THR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:33.888680] [DEBUG] [LOCAL     ] Loaded configuration for THR: 6 features, N/A% accuracy
[2025-11-16T05:00:33.888812] [INFO ] [LOCAL     ] THR: Loaded 6 optimal features with 54.84% confidence from JSON config
[2025-11-16T05:00:33.888868] [DEBUG] [MAG       ] Building data for symbol: THR with lookback: 0
[2025-11-16T05:00:33.890711] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:33.890886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:33.893271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:33.894274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:33.894915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:33.895928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:00:33.899798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:00:33.901766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:33.911553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:00:33.913763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:33.925042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:33.928749] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-11-16T05:00:33.928994] [INFO ] [main      ] BSX: Signal=1 (Conf=100.0%), Magnitude=-0.63% (Conf=48.0086%)
[2025-11-16T05:00:33.929404] [INFO ] [main      ] Fetching symbol history for TFII...
[2025-11-16T05:00:33.929812] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2025-11-16T05:00:33.930720] [INFO ] [main      ] Progress: 4/472 forecasts completed (0.8%). BSX finished in 0.8s. ETA: 1m 39s. Rate: 284.12 forecasts/min
[2025-11-16T05:00:33.944132] [DEBUG] [REMOTE    ] TFII: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:33.945468] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2025-11-16T05:00:33.945622] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2025-11-16T05:00:33.945775] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2025-11-16T05:00:33.946833] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:00:33.946975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:33.948979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:33.949783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:33.950333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:34.082590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:34.084040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:00:34.084918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:00:34.105478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:00:34.107162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:00:34.109100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:34.110321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:00:34.111119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:34.267409] [DEBUG] [MAG       ] ANF: Last date is validated at 2025-11-14
[2025-11-16T05:00:34.273865] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-11-14
[2025-11-16T05:00:34.278054] [DEBUG] [MAG       ] THR: Last date is validated at 2025-11-14
[2025-11-16T05:00:34.447401] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:34.455043] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:34.458480] [DEBUG] [MAG       ] THR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:34.463969] [DEBUG] [MAG       ] TFII: Last date is validated at 2025-11-14
[2025-11-16T05:00:34.530130] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-11-16T05:00:34.530440] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.41% (Conf=51.3622%)
[2025-11-16T05:00:34.530739] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-11-16T05:00:34.531110] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-11-16T05:00:34.531392] [INFO ] [main      ] Progress: 5/472 forecasts completed (1.1%). SOJC finished in 0.7s. ETA: 2m 15s. Rate: 207.56 forecasts/min
[2025-11-16T05:00:34.544810] [DEBUG] [REMOTE    ] VALE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:34.545985] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-11-16T05:00:34.546055] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-11-16T05:00:34.546128] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-11-16T05:00:34.547166] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:34.547264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:34.552421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:34.554375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:34.555030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:34.555550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:34.556463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:34.564066] [INFO ] [LOCAL     ] THR: Saved forecast.
[2025-11-16T05:00:34.564313] [INFO ] [main      ] THR: Signal=1 (Conf=100.0%), Magnitude=-2.24% (Conf=54.8359%)
[2025-11-16T05:00:34.564623] [INFO ] [main      ] Fetching symbol history for ENOV...
[2025-11-16T05:00:34.565099] [DEBUG] [REMOTE    ] ENOV: Fetching historical data.
[2025-11-16T05:00:34.565101] [INFO ] [main      ] Progress: 6/472 forecasts completed (1.3%). THR finished in 0.7s. ETA: 1m 55s. Rate: 243.40 forecasts/min
[2025-11-16T05:00:34.578056] [DEBUG] [REMOTE    ] ENOV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:34.579484] [DEBUG] [LOCAL     ] Loaded configuration for ENOV: 2 features, N/A% accuracy
[2025-11-16T05:00:34.579557] [INFO ] [LOCAL     ] ENOV: Loaded 2 optimal features with 57.35% confidence from JSON config
[2025-11-16T05:00:34.579606] [DEBUG] [MAG       ] Building data for symbol: ENOV with lookback: 0
[2025-11-16T05:00:34.580531] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:34.580628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:34.581491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:00:34.584723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:34.609687] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2025-11-16T05:00:34.609989] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=-1.39% (Conf=52.596%)
[2025-11-16T05:00:34.610341] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-11-16T05:00:34.610702] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-11-16T05:00:34.611924] [INFO ] [main      ] Progress: 7/472 forecasts completed (1.5%). ANF finished in 0.8s. ETA: 1m 41s. Rate: 275.24 forecasts/min
[2025-11-16T05:00:34.624930] [DEBUG] [REMOTE    ] MSA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:34.626275] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-11-16T05:00:34.626403] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-11-16T05:00:34.626501] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-11-16T05:00:34.627464] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:00:34.627603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:34.629433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:34.630079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:34.640917] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:34.757768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:34.760217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:34.761430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:34.790108] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2025-11-16T05:00:34.790414] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=0.62% (Conf=54.7349%)
[2025-11-16T05:00:34.790967] [INFO ] [main      ] Fetching symbol history for SO...
[2025-11-16T05:00:34.791094] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-11-16T05:00:34.791144] [INFO ] [main      ] Progress: 8/472 forecasts completed (1.7%). TFII finished in 0.9s. ETA: 1m 39s. Rate: 281.50 forecasts/min
[2025-11-16T05:00:34.803904] [DEBUG] [REMOTE    ] SO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:34.805178] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-11-16T05:00:34.805309] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-11-16T05:00:34.805414] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-11-16T05:00:34.806424] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:34.806563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:34.808420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:00:34.809376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:34.818435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:00:34.823030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:00:34.824544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:34.903601] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-11-14
[2025-11-16T05:00:34.936928] [DEBUG] [MAG       ] ENOV: Last date is validated at 2025-11-14
[2025-11-16T05:00:35.073729] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:35.114773] [DEBUG] [MAG       ] ENOV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:35.145257] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-11-16T05:00:35.145533] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=-0.21% (Conf=53.6249%)
[2025-11-16T05:00:35.146088] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-11-16T05:00:35.146240] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-11-16T05:00:35.146773] [INFO ] [main      ] Progress: 9/472 forecasts completed (1.9%). VALE finished in 0.6s. ETA: 1m 46s. Rate: 262.04 forecasts/min
[2025-11-16T05:00:35.158439] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:35.158121] [DEBUG] [MAG       ] SO: Last date is validated at 2025-11-14
[2025-11-16T05:00:35.159631] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-11-16T05:00:35.159721] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-11-16T05:00:35.159759] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-11-16T05:00:35.160567] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:00:35.160633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:35.165450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:35.165874] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-11-14
[2025-11-16T05:00:35.219918] [INFO ] [LOCAL     ] ENOV: Saved forecast.
[2025-11-16T05:00:35.220021] [INFO ] [main      ] ENOV: Signal=1 (Conf=100.0%), Magnitude=-4.92% (Conf=57.3453%)
[2025-11-16T05:00:35.220436] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-11-16T05:00:35.220495] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-11-16T05:00:35.220755] [INFO ] [main      ] Progress: 10/472 forecasts completed (2.1%). ENOV finished in 0.7s. ETA: 1m 39s. Rate: 281.06 forecasts/min
[2025-11-16T05:00:35.232387] [DEBUG] [REMOTE    ] HLI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:35.233493] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-11-16T05:00:35.233582] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-11-16T05:00:35.233634] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-11-16T05:00:35.234477] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:00:35.234546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:00:35.236233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:35.333902] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:35.338049] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:35.437519] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-11-16T05:00:35.437849] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-2.04% (Conf=46.663%)
[2025-11-16T05:00:35.438394] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-11-16T05:00:35.438512] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-11-16T05:00:35.438521] [INFO ] [main      ] Progress: 11/472 forecasts completed (2.3%). SO finished in 0.6s. ETA: 1m 39s. Rate: 280.55 forecasts/min
[2025-11-16T05:00:35.451468] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:35.452676] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-11-16T05:00:35.452801] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-11-16T05:00:35.452902] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-11-16T05:00:35.453927] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:00:35.454064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:35.455205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:00:35.459592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:35.461583] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:35.462149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:00:35.463378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:00:35.465276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:35.466460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:00:35.467287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:35.492491] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-11-16T05:00:35.492660] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-0.51% (Conf=44.6423%)
[2025-11-16T05:00:35.492960] [INFO ] [main      ] Fetching symbol history for DSMC...
[2025-11-16T05:00:35.493038] [DEBUG] [REMOTE    ] DSMC: Fetching historical data.
[2025-11-16T05:00:35.494114] [INFO ] [main      ] Progress: 12/472 forecasts completed (2.5%). MSA finished in 0.9s. ETA: 1m 32s. Rate: 298.99 forecasts/min
[2025-11-16T05:00:35.500942] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-11-14
[2025-11-16T05:00:35.511042] [DEBUG] [REMOTE    ] DSMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:35.512622] [DEBUG] [LOCAL     ] Loaded configuration for DSMC: 5 features, N/A% accuracy
[2025-11-16T05:00:35.512735] [INFO ] [LOCAL     ] DSMC: Loaded 5 optimal features with 49.76% confidence from JSON config
[2025-11-16T05:00:35.512789] [DEBUG] [MAG       ] Building data for symbol: DSMC with lookback: 0
[2025-11-16T05:00:35.513921] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:35.514017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:35.516474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:35.517245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:35.517899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:35.518441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:35.519683] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:35.569686] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-11-14
[2025-11-16T05:00:35.666064] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:35.742924] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:35.816866] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-11-14
[2025-11-16T05:00:35.836503] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-11-16T05:00:35.836612] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=4.33% (Conf=55.0682%)
[2025-11-16T05:00:35.837027] [INFO ] [main      ] Fetching symbol history for DSU...
[2025-11-16T05:00:35.837092] [DEBUG] [REMOTE    ] DSU: Fetching historical data.
[2025-11-16T05:00:35.837773] [INFO ] [main      ] Progress: 13/472 forecasts completed (2.8%). ONTO finished in 0.7s. ETA: 1m 37s. Rate: 283.46 forecasts/min
[2025-11-16T05:00:35.848567] [DEBUG] [REMOTE    ] DSU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:35.849604] [DEBUG] [LOCAL     ] Loaded configuration for DSU: 4 features, N/A% accuracy
[2025-11-16T05:00:35.849695] [INFO ] [LOCAL     ] DSU: Loaded 4 optimal features with 39.86% confidence from JSON config
[2025-11-16T05:00:35.849741] [DEBUG] [MAG       ] Building data for symbol: DSU with lookback: 0
[2025-11-16T05:00:35.850568] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:35.850695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:35.851754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:00:35.852978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:00:35.853715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:00:35.854414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:35.889246] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-11-16T05:00:35.889348] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=1.17% (Conf=40.2026%)
[2025-11-16T05:00:35.889771] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-11-16T05:00:35.889836] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-11-16T05:00:35.890033] [INFO ] [main      ] Progress: 14/472 forecasts completed (3.0%). HLI finished in 0.7s. ETA: 1m 32s. Rate: 299.57 forecasts/min
[2025-11-16T05:00:35.902254] [DEBUG] [REMOTE    ] TKO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:35.903604] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-11-16T05:00:35.903703] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-11-16T05:00:35.903751] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-11-16T05:00:35.904679] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:35.904759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:35.910256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:35.911235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:35.912004] [DEBUG] [MAG       ] DSMC: Last date is validated at 2025-11-14
[2025-11-16T05:00:36.000116] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:36.085204] [DEBUG] [MAG       ] DSMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:36.119179] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-11-16T05:00:36.119498] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=-18.96% (Conf=61.3435%)
[2025-11-16T05:00:36.119816] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-11-16T05:00:36.120242] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-11-16T05:00:36.120288] [INFO ] [main      ] Progress: 15/472 forecasts completed (3.2%). QBTS finished in 0.7s. ETA: 1m 32s. Rate: 296.61 forecasts/min
[2025-11-16T05:00:36.134013] [DEBUG] [REMOTE    ] WEX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:36.135272] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-11-16T05:00:36.135400] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-11-16T05:00:36.135502] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-11-16T05:00:36.136482] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:36.136617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:36.142008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:36.142900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:36.144784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:36.177829] [INFO ] [LOCAL     ] DSMC: Saved forecast.
[2025-11-16T05:00:36.177978] [INFO ] [main      ] DSMC: Signal=1 (Conf=100.0%), Magnitude=-0.25% (Conf=49.7587%)
[2025-11-16T05:00:36.178235] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-11-16T05:00:36.178294] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-11-16T05:00:36.178975] [INFO ] [main      ] Progress: 16/472 forecasts completed (3.4%). DSMC finished in 0.7s. ETA: 1m 28s. Rate: 310.38 forecasts/min
[2025-11-16T05:00:36.192347] [DEBUG] [REMOTE    ] SPB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:36.193722] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-11-16T05:00:36.193793] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-11-16T05:00:36.193832] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-11-16T05:00:36.194845] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:36.194953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:36.196815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:36.197414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:36.197880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:36.199107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:00:36.200742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:00:36.202258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:36.205333] [DEBUG] [MAG       ] DSU: Last date is validated at 2025-11-14
[2025-11-16T05:00:36.252938] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-11-14
[2025-11-16T05:00:36.372218] [DEBUG] [MAG       ] DSU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:36.423781] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:36.432221] [INFO ] [LOCAL     ] DSU: Saved forecast.
[2025-11-16T05:00:36.432387] [INFO ] [main      ] DSU: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=39.8626%)
[2025-11-16T05:00:36.432846] [INFO ] [main      ] Fetching symbol history for FDP...
[2025-11-16T05:00:36.432919] [DEBUG] [REMOTE    ] FDP: Fetching historical data.
[2025-11-16T05:00:36.433771] [INFO ] [main      ] Progress: 17/472 forecasts completed (3.6%). DSU finished in 0.6s. ETA: 1m 30s. Rate: 304.68 forecasts/min
[2025-11-16T05:00:36.444981] [DEBUG] [REMOTE    ] FDP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:36.445877] [DEBUG] [LOCAL     ] Loaded configuration for FDP: 6 features, N/A% accuracy
[2025-11-16T05:00:36.445961] [INFO ] [LOCAL     ] FDP: Loaded 6 optimal features with 61.64% confidence from JSON config
[2025-11-16T05:00:36.446020] [DEBUG] [MAG       ] Building data for symbol: FDP with lookback: 0
[2025-11-16T05:00:36.446930] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:36.447035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:36.448005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:00:36.450353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:00:36.453155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:00:36.453925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:00:36.455319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:00:36.458236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:36.492140] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-11-14
[2025-11-16T05:00:36.557862] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-11-16T05:00:36.558009] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=2.11% (Conf=46.5912%)
[2025-11-16T05:00:36.558197] [INFO ] [main      ] Fetching symbol history for BSAC...
[2025-11-16T05:00:36.558485] [DEBUG] [REMOTE    ] BSAC: Fetching historical data.
[2025-11-16T05:00:36.558501] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-11-14
[2025-11-16T05:00:36.558988] [INFO ] [main      ] Progress: 18/472 forecasts completed (3.8%). TKO finished in 0.7s. ETA: 1m 28s. Rate: 310.97 forecasts/min
[2025-11-16T05:00:36.570858] [DEBUG] [REMOTE    ] BSAC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:36.571980] [DEBUG] [LOCAL     ] Loaded configuration for BSAC: 3 features, N/A% accuracy
[2025-11-16T05:00:36.572051] [INFO ] [LOCAL     ] BSAC: Loaded 3 optimal features with 50.65% confidence from JSON config
[2025-11-16T05:00:36.572090] [DEBUG] [MAG       ] Building data for symbol: BSAC with lookback: 0
[2025-11-16T05:00:36.572949] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:36.573020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:36.578076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:36.580120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:36.580785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:36.662494] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:36.730892] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:36.788121] [DEBUG] [MAG       ] FDP: Last date is validated at 2025-11-14
[2025-11-16T05:00:36.816419] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-11-16T05:00:36.816696] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=-7.25% (Conf=53.2942%)
[2025-11-16T05:00:36.816980] [INFO ] [main      ] Fetching symbol history for HUM...
[2025-11-16T05:00:36.817374] [DEBUG] [REMOTE    ] HUM: Fetching historical data.
[2025-11-16T05:00:36.817427] [INFO ] [main      ] Progress: 19/472 forecasts completed (4.0%). WEX finished in 0.7s. ETA: 1m 29s. Rate: 305.52 forecasts/min
[2025-11-16T05:00:36.832386] [DEBUG] [REMOTE    ] HUM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:36.833569] [DEBUG] [LOCAL     ] Loaded configuration for HUM: 1 features, N/A% accuracy
[2025-11-16T05:00:36.833659] [INFO ] [LOCAL     ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config
[2025-11-16T05:00:36.833710] [DEBUG] [MAG       ] Building data for symbol: HUM with lookback: 0
[2025-11-16T05:00:36.834803] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:00:36.834887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:36.837502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:36.857704] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-11-16T05:00:36.857931] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=-6.78% (Conf=40.5196%)
[2025-11-16T05:00:36.858219] [INFO ] [main      ] Fetching symbol history for TEL...
[2025-11-16T05:00:36.858570] [DEBUG] [REMOTE    ] TEL: Fetching historical data.
[2025-11-16T05:00:36.859873] [INFO ] [main      ] Progress: 20/472 forecasts completed (4.2%). SPB finished in 0.7s. ETA: 1m 25s. Rate: 317.98 forecasts/min
[2025-11-16T05:00:36.873415] [DEBUG] [REMOTE    ] TEL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:36.874983] [DEBUG] [LOCAL     ] Loaded configuration for TEL: 3 features, N/A% accuracy
[2025-11-16T05:00:36.875114] [INFO ] [LOCAL     ] TEL: Loaded 3 optimal features with 62.06% confidence from JSON config
[2025-11-16T05:00:36.875215] [DEBUG] [MAG       ] Building data for symbol: TEL with lookback: 0
[2025-11-16T05:00:36.876308] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:36.876471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:36.881909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:36.883212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:00:36.885020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:36.929537] [DEBUG] [MAG       ] BSAC: Last date is validated at 2025-11-14
[2025-11-16T05:00:36.961529] [DEBUG] [MAG       ] FDP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:37.055456] [INFO ] [LOCAL     ] FDP: Saved forecast.
[2025-11-16T05:00:37.055724] [INFO ] [main      ] FDP: Signal=1 (Conf=100.0%), Magnitude=0.06% (Conf=61.644%)
[2025-11-16T05:00:37.056164] [INFO ] [main      ] Fetching symbol history for DELL...
[2025-11-16T05:00:37.056301] [DEBUG] [REMOTE    ] DELL: Fetching historical data.
[2025-11-16T05:00:37.056807] [INFO ] [main      ] Progress: 21/472 forecasts completed (4.4%). FDP finished in 0.6s. ETA: 1m 25s. Rate: 317.32 forecasts/min
[2025-11-16T05:00:37.068486] [DEBUG] [REMOTE    ] DELL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:37.070513] [DEBUG] [LOCAL     ] Loaded configuration for DELL: 3 features, N/A% accuracy
[2025-11-16T05:00:37.070589] [INFO ] [LOCAL     ] DELL: Loaded 3 optimal features with 63.60% confidence from JSON config
[2025-11-16T05:00:37.070628] [DEBUG] [MAG       ] Building data for symbol: DELL with lookback: 0
[2025-11-16T05:00:37.071550] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:37.071633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:37.076718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:37.077611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:37.094508] [DEBUG] [MAG       ] BSAC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:37.171951] [INFO ] [LOCAL     ] BSAC: Saved forecast.
[2025-11-16T05:00:37.172201] [INFO ] [main      ] BSAC: Signal=1 (Conf=100.0%), Magnitude=3.28% (Conf=50.652%)
[2025-11-16T05:00:37.172680] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-11-16T05:00:37.172798] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-11-16T05:00:37.172762] [INFO ] [main      ] Progress: 22/472 forecasts completed (4.7%). BSAC finished in 0.6s. ETA: 1m 24s. Rate: 323.00 forecasts/min
[2025-11-16T05:00:37.184777] [DEBUG] [REMOTE    ] BUD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:37.187514] [DEBUG] [MAG       ] HUM: Last date is validated at 2025-11-14
[2025-11-16T05:00:37.190880] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-11-16T05:00:37.190953] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-11-16T05:00:37.190991] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-11-16T05:00:37.191805] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:37.191873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:37.196825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:00:37.199661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:00:37.207740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:37.215417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:37.235421] [DEBUG] [MAG       ] TEL: Last date is validated at 2025-11-14
[2025-11-16T05:00:37.390356] [DEBUG] [MAG       ] HUM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:37.406964] [DEBUG] [MAG       ] TEL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:37.543401] [INFO ] [LOCAL     ] TEL: Saved forecast.
[2025-11-16T05:00:37.543760] [INFO ] [main      ] TEL: Signal=1 (Conf=100.0%), Magnitude=0.66% (Conf=62.0592%)
[2025-11-16T05:00:37.544092] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-11-16T05:00:37.544473] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-11-16T05:00:37.546226] [INFO ] [main      ] Progress: 23/472 forecasts completed (4.9%). TEL finished in 0.7s. ETA: 1m 27s. Rate: 309.40 forecasts/min
[2025-11-16T05:00:37.550025] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-11-14
[2025-11-16T05:00:37.553430] [DEBUG] [MAG       ] DELL: Last date is validated at 2025-11-14
[2025-11-16T05:00:37.560394] [DEBUG] [REMOTE    ] BYD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:37.562338] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-11-16T05:00:37.562412] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-11-16T05:00:37.562453] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-11-16T05:00:37.563387] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:37.563470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:37.568625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:37.570707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:37.571224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:37.571680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:37.582973] [INFO ] [LOCAL     ] HUM: Saved forecast.
[2025-11-16T05:00:37.583096] [INFO ] [main      ] HUM: Signal=1 (Conf=100.0%), Magnitude=3.45% (Conf=52.7504%)
[2025-11-16T05:00:37.583593] [INFO ] [main      ] Progress: 24/472 forecasts completed (5.1%). HUM finished in 0.8s. ETA: 1m 24s. Rate: 320.17 forecasts/min
[2025-11-16T05:00:37.583793] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-11-16T05:00:37.583852] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-11-16T05:00:37.599896] [DEBUG] [REMOTE    ] WMS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:37.601233] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-11-16T05:00:37.601302] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-11-16T05:00:37.601339] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-11-16T05:00:37.602241] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:00:37.602318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:00:37.605512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:37.715834] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:37.723208] [DEBUG] [MAG       ] DELL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:37.824662] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-11-16T05:00:37.824792] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=0.01% (Conf=57.7443%)
[2025-11-16T05:00:37.825172] [INFO ] [main      ] Fetching symbol history for CMC...
[2025-11-16T05:00:37.825341] [DEBUG] [REMOTE    ] CMC: Fetching historical data.
[2025-11-16T05:00:37.825419] [INFO ] [main      ] Progress: 25/472 forecasts completed (5.3%). BUD finished in 0.7s. ETA: 1m 25s. Rate: 316.49 forecasts/min
[2025-11-16T05:00:37.837896] [DEBUG] [REMOTE    ] CMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:37.838942] [DEBUG] [LOCAL     ] Loaded configuration for CMC: 4 features, N/A% accuracy
[2025-11-16T05:00:37.839023] [INFO ] [LOCAL     ] CMC: Loaded 4 optimal features with 49.98% confidence from JSON config
[2025-11-16T05:00:37.839093] [DEBUG] [MAG       ] Building data for symbol: CMC with lookback: 0
[2025-11-16T05:00:37.839927] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:37.840015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:37.844774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:37.845596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:37.848005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:00:37.848762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:37.871947] [INFO ] [LOCAL     ] DELL: Saved forecast.
[2025-11-16T05:00:37.872048] [INFO ] [main      ] DELL: Signal=1 (Conf=100.0%), Magnitude=2.74% (Conf=63.5955%)
[2025-11-16T05:00:37.872413] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-11-16T05:00:37.872470] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-11-16T05:00:37.872746] [INFO ] [main      ] Progress: 26/472 forecasts completed (5.5%). DELL finished in 0.8s. ETA: 1m 22s. Rate: 325.90 forecasts/min
[2025-11-16T05:00:37.885480] [DEBUG] [REMOTE    ] GEL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:37.886551] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-11-16T05:00:37.886621] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-11-16T05:00:37.886682] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-11-16T05:00:37.887472] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-11-16T05:00:37.887554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:37.892340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:37.894123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:37.894624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:37.895060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:37.895802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:37.916370] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-11-14
[2025-11-16T05:00:37.948389] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-11-14
[2025-11-16T05:00:37.949585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:00:38.040068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:38.040823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:00:38.041939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:00:38.043723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:38.044797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:00:38.045493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:38.088099] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:38.120234] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:38.180766] [DEBUG] [MAG       ] CMC: Last date is validated at 2025-11-14
[2025-11-16T05:00:38.205757] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-11-16T05:00:38.206089] [INFO ] [main      ] BYD: Signal=1 (Conf=100.0%), Magnitude=-0.87% (Conf=41.621%)
[2025-11-16T05:00:38.206412] [INFO ] [main      ] Fetching symbol history for PNW...
[2025-11-16T05:00:38.206855] [DEBUG] [REMOTE    ] PNW: Fetching historical data.
[2025-11-16T05:00:38.207745] [INFO ] [main      ] Progress: 27/472 forecasts completed (5.7%). BYD finished in 0.7s. ETA: 1m 24s. Rate: 316.30 forecasts/min
[2025-11-16T05:00:38.223311] [DEBUG] [REMOTE    ] PNW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:38.224793] [DEBUG] [LOCAL     ] Loaded configuration for PNW: 3 features, N/A% accuracy
[2025-11-16T05:00:38.224959] [INFO ] [LOCAL     ] PNW: Loaded 3 optimal features with 57.10% confidence from JSON config
[2025-11-16T05:00:38.225087] [DEBUG] [MAG       ] Building data for symbol: PNW with lookback: 0
[2025-11-16T05:00:38.226340] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:38.226491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:38.232181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:38.233565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:38.234420] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:38.264875] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-11-16T05:00:38.264984] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=-4.40% (Conf=49.9748%)
[2025-11-16T05:00:38.265169] [INFO ] [main      ] Fetching symbol history for VIST...
[2025-11-16T05:00:38.265220] [DEBUG] [REMOTE    ] VIST: Fetching historical data.
[2025-11-16T05:00:38.266695] [INFO ] [main      ] Progress: 28/472 forecasts completed (5.9%). WMS finished in 0.7s. ETA: 1m 22s. Rate: 324.28 forecasts/min
[2025-11-16T05:00:38.278942] [DEBUG] [REMOTE    ] VIST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:38.280161] [DEBUG] [LOCAL     ] Loaded configuration for VIST: 2 features, N/A% accuracy
[2025-11-16T05:00:38.280287] [INFO ] [LOCAL     ] VIST: Loaded 2 optimal features with 55.20% confidence from JSON config
[2025-11-16T05:00:38.280383] [DEBUG] [MAG       ] Building data for symbol: VIST with lookback: 0
[2025-11-16T05:00:38.281290] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:38.281424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:38.342223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:38.343497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:38.348450] [DEBUG] [MAG       ] CMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:38.385469] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-11-14
[2025-11-16T05:00:38.458312] [INFO ] [LOCAL     ] CMC: Saved forecast.
[2025-11-16T05:00:38.458583] [INFO ] [main      ] CMC: Signal=1 (Conf=100.0%), Magnitude=-2.03% (Conf=49.975%)
[2025-11-16T05:00:38.459047] [INFO ] [main      ] Progress: 29/472 forecasts completed (6.1%). CMC finished in 0.6s. ETA: 1m 22s. Rate: 323.84 forecasts/min
[2025-11-16T05:00:38.459239] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-11-16T05:00:38.459346] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-11-16T05:00:38.471855] [DEBUG] [REMOTE    ] AZO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:38.473116] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-11-16T05:00:38.473239] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-11-16T05:00:38.473338] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-11-16T05:00:38.474216] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:38.474362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:38.479365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:38.481225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:38.481807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:38.482328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:38.482836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:00:38.484165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:38.554857] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:38.588916] [DEBUG] [MAG       ] PNW: Last date is validated at 2025-11-14
[2025-11-16T05:00:38.639694] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-11-16T05:00:38.639965] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=2.75% (Conf=36.1082%)
[2025-11-16T05:00:38.640443] [INFO ] [main      ] Fetching symbol history for MA...
[2025-11-16T05:00:38.640573] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-11-16T05:00:38.642754] [INFO ] [main      ] Progress: 30/472 forecasts completed (6.4%). GEL finished in 0.8s. ETA: 1m 22s. Rate: 323.93 forecasts/min
[2025-11-16T05:00:38.652516] [DEBUG] [REMOTE    ] MA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:38.653566] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-11-16T05:00:38.653631] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-11-16T05:00:38.653723] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-11-16T05:00:38.654539] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:38.654748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:38.659910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:00:38.662863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:38.686745] [DEBUG] [MAG       ] VIST: Last date is validated at 2025-11-14
[2025-11-16T05:00:38.761956] [DEBUG] [MAG       ] PNW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:38.813411] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-11-14
[2025-11-16T05:00:38.852991] [DEBUG] [MAG       ] VIST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:38.873202] [INFO ] [LOCAL     ] PNW: Saved forecast.
[2025-11-16T05:00:38.873584] [INFO ] [main      ] PNW: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=57.1009%)
[2025-11-16T05:00:38.873907] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-11-16T05:00:38.874033] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-11-16T05:00:38.876777] [INFO ] [main      ] Progress: 31/472 forecasts completed (6.6%). PNW finished in 0.7s. ETA: 1m 22s. Rate: 321.20 forecasts/min
[2025-11-16T05:00:38.888304] [DEBUG] [REMOTE    ] PHK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:38.889899] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-11-16T05:00:38.890036] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-11-16T05:00:38.890145] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-11-16T05:00:38.891140] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:38.891281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:38.896413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:38.897384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:38.899861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:38.975292] [INFO ] [LOCAL     ] VIST: Saved forecast.
[2025-11-16T05:00:38.975570] [INFO ] [main      ] VIST: Signal=1 (Conf=90.0%), Magnitude=5.15% (Conf=55.1952%)
[2025-11-16T05:00:38.975820] [INFO ] [main      ] Fetching symbol history for WTTR...
[2025-11-16T05:00:38.975936] [DEBUG] [REMOTE    ] WTTR: Fetching historical data.
[2025-11-16T05:00:38.977779] [INFO ] [main      ] Progress: 32/472 forecasts completed (6.8%). VIST finished in 0.7s. ETA: 1m 21s. Rate: 325.88 forecasts/min
[2025-11-16T05:00:38.978716] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:38.992913] [DEBUG] [REMOTE    ] WTTR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:38.994197] [DEBUG] [LOCAL     ] Loaded configuration for WTTR: 4 features, N/A% accuracy
[2025-11-16T05:00:38.994272] [INFO ] [LOCAL     ] WTTR: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-11-16T05:00:38.994311] [DEBUG] [MAG       ] Building data for symbol: WTTR with lookback: 0
[2025-11-16T05:00:38.995287] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:38.995365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:39.000313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:39.001401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:39.010920] [DEBUG] [MAG       ] MA: Last date is validated at 2025-11-14
[2025-11-16T05:00:39.046143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:00:39.047660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:39.175010] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:39.220616] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-11-16T05:00:39.220894] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-2.67% (Conf=52.3278%)
[2025-11-16T05:00:39.221125] [INFO ] [main      ] Fetching symbol history for HYT...
[2025-11-16T05:00:39.221239] [DEBUG] [REMOTE    ] HYT: Fetching historical data.
[2025-11-16T05:00:39.221771] [INFO ] [main      ] Progress: 33/472 forecasts completed (7.0%). AZO finished in 0.8s. ETA: 1m 22s. Rate: 322.70 forecasts/min
[2025-11-16T05:00:39.234018] [DEBUG] [REMOTE    ] HYT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:39.235156] [DEBUG] [LOCAL     ] Loaded configuration for HYT: 8 features, N/A% accuracy
[2025-11-16T05:00:39.235277] [INFO ] [LOCAL     ] HYT: Loaded 8 optimal features with 52.78% confidence from JSON config
[2025-11-16T05:00:39.235331] [DEBUG] [MAG       ] Building data for symbol: HYT with lookback: 0
[2025-11-16T05:00:39.236218] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:00:39.236357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:39.239030] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-11-14
[2025-11-16T05:00:39.241185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:39.242058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:39.244360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:00:39.245592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:00:39.330222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:39.331080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:00:39.332236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:00:39.336704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:39.348453] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-11-16T05:00:39.348741] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=-0.76% (Conf=57.4444%)
[2025-11-16T05:00:39.349177] [INFO ] [main      ] Fetching symbol history for BIT...
[2025-11-16T05:00:39.349300] [DEBUG] [REMOTE    ] BIT: Fetching historical data.
[2025-11-16T05:00:39.349761] [INFO ] [main      ] Progress: 34/472 forecasts completed (7.2%). MA finished in 0.7s. ETA: 1m 21s. Rate: 325.68 forecasts/min
[2025-11-16T05:00:39.362598] [DEBUG] [REMOTE    ] BIT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:39.364139] [DEBUG] [LOCAL     ] Loaded configuration for BIT: 2 features, N/A% accuracy
[2025-11-16T05:00:39.364274] [INFO ] [LOCAL     ] BIT: Loaded 2 optimal features with 56.32% confidence from JSON config
[2025-11-16T05:00:39.364389] [DEBUG] [MAG       ] Building data for symbol: BIT with lookback: 0
[2025-11-16T05:00:39.365420] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:39.365559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:39.370545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:39.371879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:39.392104] [DEBUG] [MAG       ] WTTR: Last date is validated at 2025-11-14
[2025-11-16T05:00:39.408492] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:39.470068] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-11-16T05:00:39.470355] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=26.5154%)
[2025-11-16T05:00:39.470593] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-11-16T05:00:39.470940] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-11-16T05:00:39.471150] [INFO ] [main      ] Progress: 35/472 forecasts completed (7.4%). PHK finished in 0.6s. ETA: 1m 20s. Rate: 328.89 forecasts/min
[2025-11-16T05:00:39.483469] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:39.484518] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-11-16T05:00:39.484589] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-11-16T05:00:39.484628] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-11-16T05:00:39.485464] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:39.485544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:39.491681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:39.493734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:39.494245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:39.494663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:00:39.500960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:00:39.502409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:39.571796] [DEBUG] [MAG       ] WTTR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:39.660793] [INFO ] [LOCAL     ] WTTR: Saved forecast.
[2025-11-16T05:00:39.661051] [INFO ] [main      ] WTTR: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=58.5027%)
[2025-11-16T05:00:39.661344] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-11-16T05:00:39.661703] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-11-16T05:00:39.661964] [INFO ] [main      ] Progress: 36/472 forecasts completed (7.6%). WTTR finished in 0.7s. ETA: 1m 20s. Rate: 328.47 forecasts/min
[2025-11-16T05:00:39.676561] [DEBUG] [MAG       ] HYT: Last date is validated at 2025-11-14
[2025-11-16T05:00:39.677203] [DEBUG] [REMOTE    ] NXE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:39.678801] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-11-16T05:00:39.678875] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-11-16T05:00:39.678915] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-11-16T05:00:39.679907] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:39.679987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:39.685051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:39.710107] [DEBUG] [MAG       ] BIT: Last date is validated at 2025-11-14
[2025-11-16T05:00:39.728897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:39.841415] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-11-14
[2025-11-16T05:00:39.841738] [DEBUG] [MAG       ] HYT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:39.881140] [DEBUG] [MAG       ] BIT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:39.912792] [INFO ] [LOCAL     ] HYT: Saved forecast.
[2025-11-16T05:00:39.913052] [INFO ] [main      ] HYT: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=52.7845%)
[2025-11-16T05:00:39.913359] [INFO ] [main      ] Fetching symbol history for SOR...
[2025-11-16T05:00:39.913473] [DEBUG] [REMOTE    ] SOR: Fetching historical data.
[2025-11-16T05:00:39.914114] [INFO ] [main      ] Progress: 37/472 forecasts completed (7.8%). HYT finished in 0.7s. ETA: 1m 20s. Rate: 325.13 forecasts/min
[2025-11-16T05:00:39.926191] [DEBUG] [REMOTE    ] SOR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:39.927492] [DEBUG] [LOCAL     ] Loaded configuration for SOR: 8 features, N/A% accuracy
[2025-11-16T05:00:39.927559] [INFO ] [LOCAL     ] SOR: Loaded 8 optimal features with 62.63% confidence from JSON config
[2025-11-16T05:00:39.927656] [DEBUG] [MAG       ] Building data for symbol: SOR with lookback: 0
[2025-11-16T05:00:39.928484] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:00:39.928590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:39.929367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:39.931802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:00:39.933912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:00:39.936876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:00:39.937973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:00:39.939442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:00:39.940591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:00:39.942262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:39.944485] [INFO ] [LOCAL     ] BIT: Saved forecast.
[2025-11-16T05:00:39.944631] [INFO ] [main      ] BIT: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=56.3163%)
[2025-11-16T05:00:39.945101] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-11-16T05:00:39.945236] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-11-16T05:00:39.946357] [INFO ] [main      ] Progress: 38/472 forecasts completed (8.1%). BIT finished in 0.6s. ETA: 1m 18s. Rate: 332.34 forecasts/min
[2025-11-16T05:00:39.957539] [DEBUG] [REMOTE    ] NATL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:39.958898] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-11-16T05:00:39.959022] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-11-16T05:00:39.959120] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-11-16T05:00:39.959988] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:39.960123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:39.960929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:39.963479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:39.964253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:00:39.967373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:00:39.969073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:40.008313] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:40.075980] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-11-16T05:00:40.076258] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=2.65% (Conf=42.0612%)
[2025-11-16T05:00:40.076709] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-11-16T05:00:40.076738] [INFO ] [main      ] Progress: 39/472 forecasts completed (8.3%). DOUG finished in 0.6s. ETA: 1m 18s. Rate: 334.73 forecasts/min
[2025-11-16T05:00:40.076871] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-11-16T05:00:40.077945] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-11-14
[2025-11-16T05:00:40.088587] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:40.089780] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-11-16T05:00:40.089859] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-11-16T05:00:40.089966] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-11-16T05:00:40.090850] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:40.090933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:40.095824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:40.097690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:40.098187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:40.098663] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:40.249168] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:40.274521] [DEBUG] [MAG       ] SOR: Last date is validated at 2025-11-14
[2025-11-16T05:00:40.306972] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-11-14
[2025-11-16T05:00:40.330563] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-11-16T05:00:40.330908] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=53.3323%)
[2025-11-16T05:00:40.331572] [INFO ] [main      ] Fetching symbol history for IDE...
[2025-11-16T05:00:40.331712] [DEBUG] [REMOTE    ] IDE: Fetching historical data.
[2025-11-16T05:00:40.331773] [INFO ] [main      ] Progress: 40/472 forecasts completed (8.5%). NXE finished in 0.7s. ETA: 1m 18s. Rate: 331.23 forecasts/min
[2025-11-16T05:00:40.349549] [DEBUG] [REMOTE    ] IDE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:40.351238] [DEBUG] [LOCAL     ] Loaded configuration for IDE: 8 features, N/A% accuracy
[2025-11-16T05:00:40.351333] [INFO ] [LOCAL     ] IDE: Loaded 8 optimal features with 42.90% confidence from JSON config
[2025-11-16T05:00:40.351384] [DEBUG] [MAG       ] Building data for symbol: IDE with lookback: 0
[2025-11-16T05:00:40.352414] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:00:40.352626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:40.354594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:40.355265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:40.356305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:40.357310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:40.430597] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-11-14
[2025-11-16T05:00:40.440475] [DEBUG] [MAG       ] SOR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:40.486428] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:40.489220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:00:40.493157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:00:40.495035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:00:40.496615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:40.527372] [INFO ] [LOCAL     ] SOR: Saved forecast.
[2025-11-16T05:00:40.527629] [INFO ] [main      ] SOR: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=62.6293%)
[2025-11-16T05:00:40.528098] [INFO ] [main      ] Fetching symbol history for ECC...
[2025-11-16T05:00:40.528221] [DEBUG] [REMOTE    ] ECC: Fetching historical data.
[2025-11-16T05:00:40.528167] [INFO ] [main      ] Progress: 41/472 forecasts completed (8.7%). SOR finished in 0.6s. ETA: 1m 18s. Rate: 330.55 forecasts/min
[2025-11-16T05:00:40.541129] [DEBUG] [REMOTE    ] ECC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:40.542291] [DEBUG] [LOCAL     ] Loaded configuration for ECC: 6 features, N/A% accuracy
[2025-11-16T05:00:40.542369] [INFO ] [LOCAL     ] ECC: Loaded 6 optimal features with 60.37% confidence from JSON config
[2025-11-16T05:00:40.542437] [DEBUG] [MAG       ] Building data for symbol: ECC with lookback: 0
[2025-11-16T05:00:40.543253] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:40.543343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:40.548252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:40.550063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:40.550593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:40.551043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:40.551846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:40.595109] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-11-16T05:00:40.595310] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=57.2769%)
[2025-11-16T05:00:40.595547] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-11-16T05:00:40.595803] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-11-16T05:00:40.596688] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:40.596929] [INFO ] [main      ] Progress: 42/472 forecasts completed (8.9%). NATL finished in 0.6s. ETA: 1m 17s. Rate: 335.51 forecasts/min
[2025-11-16T05:00:40.609012] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:40.609804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:40.610335] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-11-16T05:00:40.610408] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-11-16T05:00:40.610457] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-11-16T05:00:40.611287] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:40.611466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:40.616387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:40.618256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:40.618847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:40.619361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:40.621809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:40.623555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:40.624666] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:40.664969] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-11-16T05:00:40.665275] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=-3.34% (Conf=62.9904%)
[2025-11-16T05:00:40.665724] [INFO ] [main      ] Fetching symbol history for SQNS...
[2025-11-16T05:00:40.665840] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2025-11-16T05:00:40.665768] [INFO ] [main      ] Progress: 43/472 forecasts completed (9.1%). VTEX finished in 0.6s. ETA: 1m 16s. Rate: 340.38 forecasts/min
[2025-11-16T05:00:40.677913] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:40.678933] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2025-11-16T05:00:40.679001] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2025-11-16T05:00:40.679038] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2025-11-16T05:00:40.679841] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:00:40.679913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:40.684784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:40.686609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:40.687184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:40.687660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:40.688587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:40.691022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:40.815873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:40.817269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:00:40.818569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:40.858989] [DEBUG] [MAG       ] IDE: Last date is validated at 2025-11-14
[2025-11-16T05:00:40.944308] [DEBUG] [MAG       ] ECC: Last date is validated at 2025-11-14
[2025-11-16T05:00:40.959108] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-11-14
[2025-11-16T05:00:41.033481] [DEBUG] [MAG       ] IDE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:41.116002] [DEBUG] [MAG       ] ECC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:41.127162] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:41.153120] [DEBUG] [MAG       ] SQNS: Last date is validated at 2025-11-14
[2025-11-16T05:00:41.179801] [INFO ] [LOCAL     ] ECC: Saved forecast.
[2025-11-16T05:00:41.180069] [INFO ] [main      ] ECC: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=60.3684%)
[2025-11-16T05:00:41.180314] [INFO ] [main      ] Fetching symbol history for FVRR...
[2025-11-16T05:00:41.180429] [DEBUG] [REMOTE    ] FVRR: Fetching historical data.
[2025-11-16T05:00:41.181274] [INFO ] [main      ] Progress: 44/472 forecasts completed (9.3%). ECC finished in 0.7s. ETA: 1m 19s. Rate: 326.12 forecasts/min
[2025-11-16T05:00:41.181538] [INFO ] [LOCAL     ] IDE: Saved forecast.
[2025-11-16T05:00:41.181817] [INFO ] [main      ] IDE: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=42.9049%)
[2025-11-16T05:00:41.182071] [INFO ] [main      ] Fetching symbol history for PHR...
[2025-11-16T05:00:41.182185] [DEBUG] [REMOTE    ] PHR: Fetching historical data.
[2025-11-16T05:00:41.183196] [INFO ] [main      ] Progress: 45/472 forecasts completed (9.5%). IDE finished in 0.8s. ETA: 1m 17s. Rate: 333.45 forecasts/min
[2025-11-16T05:00:41.193663] [DEBUG] [REMOTE    ] FVRR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:41.194886] [DEBUG] [LOCAL     ] Loaded configuration for FVRR: 5 features, N/A% accuracy
[2025-11-16T05:00:41.195007] [INFO ] [LOCAL     ] FVRR: Loaded 5 optimal features with 48.07% confidence from JSON config
[2025-11-16T05:00:41.195104] [DEBUG] [MAG       ] Building data for symbol: FVRR with lookback: 0
[2025-11-16T05:00:41.195964] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:41.196095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:41.197875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:41.198456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:41.198202] [DEBUG] [REMOTE    ] PHR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:41.198969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:41.199765] [DEBUG] [LOCAL     ] Loaded configuration for PHR: 6 features, N/A% accuracy
[2025-11-16T05:00:41.199935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:00:41.199933] [INFO ] [LOCAL     ] PHR: Loaded 6 optimal features with 60.79% confidence from JSON config
[2025-11-16T05:00:41.200058] [DEBUG] [MAG       ] Building data for symbol: PHR with lookback: 0
[2025-11-16T05:00:41.201285] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:41.201424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:41.201889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:41.203343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:41.203988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:41.206569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:41.272217] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-11-16T05:00:41.272465] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=39.2888%)
[2025-11-16T05:00:41.272959] [INFO ] [main      ] Fetching symbol history for ZETA...
[2025-11-16T05:00:41.273078] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2025-11-16T05:00:41.273774] [INFO ] [main      ] Progress: 46/472 forecasts completed (9.7%). MSGS finished in 0.7s. ETA: 1m 16s. Rate: 337.09 forecasts/min
[2025-11-16T05:00:41.287759] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:41.288694] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2025-11-16T05:00:41.288777] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2025-11-16T05:00:41.288827] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2025-11-16T05:00:41.289686] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:41.289775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:41.290692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:41.320997] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:41.339454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:00:41.341304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:00:41.344401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:41.414615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:41.458813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:41.459760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:00:41.501753] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2025-11-16T05:00:41.502013] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=-7.84% (Conf=41.0619%)
[2025-11-16T05:00:41.502273] [INFO ] [main      ] Fetching symbol history for CTRE...
[2025-11-16T05:00:41.502591] [DEBUG] [REMOTE    ] CTRE: Fetching historical data.
[2025-11-16T05:00:41.503806] [INFO ] [main      ] Progress: 47/472 forecasts completed (10.0%). SQNS finished in 0.8s. ETA: 1m 16s. Rate: 335.00 forecasts/min
[2025-11-16T05:00:41.514757] [DEBUG] [REMOTE    ] CTRE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:41.515859] [DEBUG] [LOCAL     ] Loaded configuration for CTRE: 5 features, N/A% accuracy
[2025-11-16T05:00:41.515927] [INFO ] [LOCAL     ] CTRE: Loaded 5 optimal features with 54.19% confidence from JSON config
[2025-11-16T05:00:41.515975] [DEBUG] [MAG       ] Building data for symbol: CTRE with lookback: 0
[2025-11-16T05:00:41.516811] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:41.516879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:41.518598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:41.519195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:41.519744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:41.520215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:41.522665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:41.530951] [DEBUG] [MAG       ] FVRR: Last date is validated at 2025-11-14
[2025-11-16T05:00:41.545381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:41.698223] [DEBUG] [MAG       ] FVRR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:41.707033] [DEBUG] [MAG       ] PHR: Last date is validated at 2025-11-14
[2025-11-16T05:00:41.809327] [INFO ] [LOCAL     ] FVRR: Saved forecast.
[2025-11-16T05:00:41.810049] [INFO ] [main      ] FVRR: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=48.0739%)
[2025-11-16T05:00:41.810290] [INFO ] [main      ] Fetching symbol history for EIG...
[2025-11-16T05:00:41.810406] [DEBUG] [REMOTE    ] EIG: Fetching historical data.
[2025-11-16T05:00:41.813783] [INFO ] [main      ] Progress: 48/472 forecasts completed (10.2%). FVRR finished in 0.6s. ETA: 1m 17s. Rate: 329.98 forecasts/min
[2025-11-16T05:00:41.827824] [DEBUG] [REMOTE    ] EIG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:41.829538] [DEBUG] [LOCAL     ] Loaded configuration for EIG: 2 features, N/A% accuracy
[2025-11-16T05:00:41.829675] [INFO ] [LOCAL     ] EIG: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-11-16T05:00:41.829773] [DEBUG] [MAG       ] Building data for symbol: EIG with lookback: 0
[2025-11-16T05:00:41.830856] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:41.830985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:41.835985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:41.837029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:41.859947] [DEBUG] [MAG       ] CTRE: Last date is validated at 2025-11-14
[2025-11-16T05:00:41.897626] [DEBUG] [MAG       ] PHR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:41.899277] [DEBUG] [MAG       ] ZETA: Last date is validated at 2025-11-14
[2025-11-16T05:00:41.999151] [INFO ] [LOCAL     ] PHR: Saved forecast.
[2025-11-16T05:00:41.999250] [INFO ] [main      ] PHR: Signal=1 (Conf=90.0%), Magnitude=2.53% (Conf=60.793%)
[2025-11-16T05:00:41.999424] [INFO ] [main      ] Fetching symbol history for KIO...
[2025-11-16T05:00:41.999476] [DEBUG] [REMOTE    ] KIO: Fetching historical data.
[2025-11-16T05:00:42.000192] [INFO ] [main      ] Progress: 49/472 forecasts completed (10.4%). PHR finished in 0.8s. ETA: 1m 17s. Rate: 329.81 forecasts/min
[2025-11-16T05:00:42.013522] [DEBUG] [REMOTE    ] KIO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:42.014784] [DEBUG] [LOCAL     ] Loaded configuration for KIO: 8 features, N/A% accuracy
[2025-11-16T05:00:42.014854] [INFO ] [LOCAL     ] KIO: Loaded 8 optimal features with 53.93% confidence from JSON config
[2025-11-16T05:00:42.014892] [DEBUG] [MAG       ] Building data for symbol: KIO with lookback: 0
[2025-11-16T05:00:42.015744] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:00:42.015822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:42.017587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:42.018161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:42.018635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:42.021091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:42.027382] [DEBUG] [MAG       ] CTRE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:42.065105] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:42.078129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:00:42.080074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:00:42.080822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:00:42.083961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:42.110988] [INFO ] [LOCAL     ] CTRE: Saved forecast.
[2025-11-16T05:00:42.111091] [INFO ] [main      ] CTRE: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=54.1858%)
[2025-11-16T05:00:42.111472] [INFO ] [main      ] Progress: 50/472 forecasts completed (10.6%). CTRE finished in 0.6s. ETA: 1m 16s. Rate: 332.39 forecasts/min
[2025-11-16T05:00:42.111610] [INFO ] [main      ] Fetching symbol history for BFH...
[2025-11-16T05:00:42.111678] [DEBUG] [REMOTE    ] BFH: Fetching historical data.
[2025-11-16T05:00:42.124543] [DEBUG] [REMOTE    ] BFH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:42.125780] [DEBUG] [LOCAL     ] Loaded configuration for BFH: 7 features, N/A% accuracy
[2025-11-16T05:00:42.125847] [INFO ] [LOCAL     ] BFH: Loaded 7 optimal features with 48.42% confidence from JSON config
[2025-11-16T05:00:42.125885] [DEBUG] [MAG       ] Building data for symbol: BFH with lookback: 0
[2025-11-16T05:00:42.126705] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:42.126818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:42.131690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:42.134183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:42.135141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:42.136949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:42.137424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:00:42.138623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:00:42.140715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:42.170185] [DEBUG] [MAG       ] EIG: Last date is validated at 2025-11-14
[2025-11-16T05:00:42.184839] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2025-11-16T05:00:42.184960] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=4.41% (Conf=46.0024%)
[2025-11-16T05:00:42.185430] [INFO ] [main      ] Fetching symbol history for OBDC...
[2025-11-16T05:00:42.185490] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2025-11-16T05:00:42.185727] [INFO ] [main      ] Progress: 51/472 forecasts completed (10.8%). ZETA finished in 0.9s. ETA: 1m 15s. Rate: 336.27 forecasts/min
[2025-11-16T05:00:42.198669] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:42.199908] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2025-11-16T05:00:42.199975] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2025-11-16T05:00:42.200012] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2025-11-16T05:00:42.200832] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:42.200906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:42.201842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:42.202725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:00:42.205030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:00:42.205785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:42.334811] [DEBUG] [MAG       ] EIG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:42.424050] [DEBUG] [MAG       ] KIO: Last date is validated at 2025-11-14
[2025-11-16T05:00:42.430836] [INFO ] [LOCAL     ] EIG: Saved forecast.
[2025-11-16T05:00:42.431077] [INFO ] [main      ] EIG: Signal=1 (Conf=90.0%), Magnitude=3.15% (Conf=50.6952%)
[2025-11-16T05:00:42.431310] [INFO ] [main      ] Fetching symbol history for PPT...
[2025-11-16T05:00:42.431424] [DEBUG] [REMOTE    ] PPT: Fetching historical data.
[2025-11-16T05:00:42.432761] [INFO ] [main      ] Progress: 52/472 forecasts completed (11.0%). EIG finished in 0.6s. ETA: 1m 15s. Rate: 333.81 forecasts/min
[2025-11-16T05:00:42.444719] [DEBUG] [REMOTE    ] PPT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:42.446024] [DEBUG] [LOCAL     ] Loaded configuration for PPT: 3 features, N/A% accuracy
[2025-11-16T05:00:42.446152] [INFO ] [LOCAL     ] PPT: Loaded 3 optimal features with 22.98% confidence from JSON config
[2025-11-16T05:00:42.446276] [DEBUG] [MAG       ] Building data for symbol: PPT with lookback: 0
[2025-11-16T05:00:42.447227] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:42.447360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:42.474209] [DEBUG] [MAG       ] BFH: Last date is validated at 2025-11-14
[2025-11-16T05:00:42.491346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:00:42.493727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:00:42.496410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:42.537716] [DEBUG] [MAG       ] OBDC: Last date is validated at 2025-11-14
[2025-11-16T05:00:42.591697] [DEBUG] [MAG       ] KIO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:42.645882] [DEBUG] [MAG       ] BFH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:42.660096] [INFO ] [LOCAL     ] KIO: Saved forecast.
[2025-11-16T05:00:42.660213] [INFO ] [main      ] KIO: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=53.9316%)
[2025-11-16T05:00:42.660626] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-11-16T05:00:42.660812] [INFO ] [main      ] Progress: 53/472 forecasts completed (11.2%). KIO finished in 0.7s. ETA: 1m 16s. Rate: 332.12 forecasts/min
[2025-11-16T05:00:42.660734] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-11-16T05:00:42.674921] [DEBUG] [REMOTE    ] AAP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:42.676068] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-11-16T05:00:42.676188] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-11-16T05:00:42.676304] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-11-16T05:00:42.677168] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:42.677302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:42.678255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:42.679458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:42.704416] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:42.736700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:00:42.741295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:00:42.742778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:42.770969] [INFO ] [LOCAL     ] BFH: Saved forecast.
[2025-11-16T05:00:42.771249] [INFO ] [main      ] BFH: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=48.4212%)
[2025-11-16T05:00:42.771753] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-11-16T05:00:42.771880] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-11-16T05:00:42.772030] [INFO ] [main      ] Progress: 54/472 forecasts completed (11.4%). BFH finished in 0.7s. ETA: 1m 15s. Rate: 334.50 forecasts/min
[2025-11-16T05:00:42.778025] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2025-11-16T05:00:42.778278] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=48.7647%)
[2025-11-16T05:00:42.778496] [INFO ] [main      ] Fetching symbol history for REVG...
[2025-11-16T05:00:42.778813] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2025-11-16T05:00:42.780680] [INFO ] [main      ] Progress: 55/472 forecasts completed (11.7%). OBDC finished in 0.6s. ETA: 1m 14s. Rate: 340.39 forecasts/min
[2025-11-16T05:00:42.784255] [DEBUG] [REMOTE    ] LHX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:42.785232] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-11-16T05:00:42.785301] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-11-16T05:00:42.785340] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-11-16T05:00:42.786367] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:42.786465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:42.787479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:42.788694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:00:42.789518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:00:42.790589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:00:42.792181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:42.794815] [DEBUG] [REMOTE    ] REVG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:42.795846] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2025-11-16T05:00:42.795924] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2025-11-16T05:00:42.795973] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2025-11-16T05:00:42.796808] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:00:42.796916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:42.801752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:42.803520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:42.804048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:42.804521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:42.804964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:42.805741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:42.806715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:00:42.807414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:00:42.808514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:00:42.810555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:42.831308] [DEBUG] [MAG       ] PPT: Last date is validated at 2025-11-14
[2025-11-16T05:00:43.012020] [DEBUG] [MAG       ] PPT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:43.075900] [INFO ] [LOCAL     ] PPT: Saved forecast.
[2025-11-16T05:00:43.076147] [INFO ] [main      ] PPT: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=22.9759%)
[2025-11-16T05:00:43.076417] [INFO ] [main      ] Fetching symbol history for IGR...
[2025-11-16T05:00:43.076544] [DEBUG] [REMOTE    ] IGR: Fetching historical data.
[2025-11-16T05:00:43.077351] [INFO ] [main      ] Progress: 56/472 forecasts completed (11.9%). PPT finished in 0.6s. ETA: 1m 14s. Rate: 336.29 forecasts/min
[2025-11-16T05:00:43.084688] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-11-14
[2025-11-16T05:00:43.088873] [DEBUG] [REMOTE    ] IGR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:43.089916] [DEBUG] [LOCAL     ] Loaded configuration for IGR: 3 features, N/A% accuracy
[2025-11-16T05:00:43.089985] [INFO ] [LOCAL     ] IGR: Loaded 3 optimal features with 49.39% confidence from JSON config
[2025-11-16T05:00:43.090023] [DEBUG] [MAG       ] Building data for symbol: IGR with lookback: 0
[2025-11-16T05:00:43.090881] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:43.090956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:43.092669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:43.093199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:43.093597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:43.128466] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-11-14
[2025-11-16T05:00:43.142310] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-11-14
[2025-11-16T05:00:43.254034] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:43.293992] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:43.308902] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:43.392151] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-11-16T05:00:43.392403] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=1.17% (Conf=47.8253%)
[2025-11-16T05:00:43.392657] [INFO ] [main      ] Fetching symbol history for BCS...
[2025-11-16T05:00:43.392772] [DEBUG] [REMOTE    ] BCS: Fetching historical data.
[2025-11-16T05:00:43.396721] [INFO ] [main      ] Progress: 57/472 forecasts completed (12.1%). AAP finished in 0.7s. ETA: 1m 15s. Rate: 331.69 forecasts/min
[2025-11-16T05:00:43.406941] [DEBUG] [REMOTE    ] BCS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:43.408346] [DEBUG] [LOCAL     ] Loaded configuration for BCS: 3 features, N/A% accuracy
[2025-11-16T05:00:43.408471] [INFO ] [LOCAL     ] BCS: Loaded 3 optimal features with 61.09% confidence from JSON config
[2025-11-16T05:00:43.408572] [DEBUG] [MAG       ] Building data for symbol: BCS with lookback: 0
[2025-11-16T05:00:43.409494] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:43.409628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:43.414835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:43.416195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:43.418341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:43.430940] [DEBUG] [MAG       ] IGR: Last date is validated at 2025-11-14
[2025-11-16T05:00:43.432936] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2025-11-16T05:00:43.433033] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=46.1566%)
[2025-11-16T05:00:43.433400] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-11-16T05:00:43.433458] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-11-16T05:00:43.433711] [INFO ] [main      ] Progress: 58/472 forecasts completed (12.3%). REVG finished in 0.7s. ETA: 1m 14s. Rate: 336.31 forecasts/min
[2025-11-16T05:00:43.438567] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-11-16T05:00:43.438693] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=57.9642%)
[2025-11-16T05:00:43.439082] [INFO ] [main      ] Fetching symbol history for TSE...
[2025-11-16T05:00:43.439145] [DEBUG] [REMOTE    ] TSE: Fetching historical data.
[2025-11-16T05:00:43.439696] [INFO ] [main      ] Progress: 59/472 forecasts completed (12.5%). LHX finished in 0.7s. ETA: 1m 12s. Rate: 341.91 forecasts/min
[2025-11-16T05:00:43.446358] [DEBUG] [REMOTE    ] TNL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:43.447402] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-11-16T05:00:43.447467] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-11-16T05:00:43.447504] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-11-16T05:00:43.448311] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:43.448385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:43.452302] [DEBUG] [REMOTE    ] TSE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:43.453196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:43.453208] [DEBUG] [LOCAL     ] Loaded configuration for TSE: 2 features, N/A% accuracy
[2025-11-16T05:00:43.453274] [INFO ] [LOCAL     ] TSE: Loaded 2 optimal features with 58.30% confidence from JSON config
[2025-11-16T05:00:43.453315] [DEBUG] [MAG       ] Building data for symbol: TSE with lookback: 0
[2025-11-16T05:00:43.454052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:43.454124] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:43.454196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:43.455937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:43.456488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:43.600904] [DEBUG] [MAG       ] IGR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:43.660478] [INFO ] [LOCAL     ] IGR: Saved forecast.
[2025-11-16T05:00:43.660575] [INFO ] [main      ] IGR: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=49.391%)
[2025-11-16T05:00:43.660999] [INFO ] [main      ] Progress: 60/472 forecasts completed (12.7%). IGR finished in 0.6s. ETA: 1m 13s. Rate: 340.43 forecasts/min
[2025-11-16T05:00:43.661140] [INFO ] [main      ] Fetching symbol history for PRM...
[2025-11-16T05:00:43.661189] [DEBUG] [REMOTE    ] PRM: Fetching historical data.
[2025-11-16T05:00:43.673852] [DEBUG] [REMOTE    ] PRM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:43.675013] [DEBUG] [LOCAL     ] Loaded configuration for PRM: 7 features, N/A% accuracy
[2025-11-16T05:00:43.675080] [INFO ] [LOCAL     ] PRM: Loaded 7 optimal features with 52.39% confidence from JSON config
[2025-11-16T05:00:43.675117] [DEBUG] [MAG       ] Building data for symbol: PRM with lookback: 0
[2025-11-16T05:00:43.675916] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:43.675992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:43.680826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:43.682622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:43.683135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:43.683580] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:43.683998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:43.685688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:00:43.687226] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:43.760436] [DEBUG] [MAG       ] BCS: Last date is validated at 2025-11-14
[2025-11-16T05:00:43.793588] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-11-14
[2025-11-16T05:00:43.803555] [DEBUG] [MAG       ] TSE: Last date is validated at 2025-11-14
[2025-11-16T05:00:43.925229] [DEBUG] [MAG       ] BCS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:43.960534] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:43.976012] [DEBUG] [MAG       ] TSE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:44.000946] [INFO ] [LOCAL     ] BCS: Saved forecast.
[2025-11-16T05:00:44.001201] [INFO ] [main      ] BCS: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=61.0931%)
[2025-11-16T05:00:44.001432] [INFO ] [main      ] Fetching symbol history for PARR...
[2025-11-16T05:00:44.001540] [DEBUG] [REMOTE    ] PARR: Fetching historical data.
[2025-11-16T05:00:44.001985] [INFO ] [main      ] Progress: 61/472 forecasts completed (12.9%). BCS finished in 0.6s. ETA: 1m 14s. Rate: 335.29 forecasts/min
[2025-11-16T05:00:44.014886] [DEBUG] [REMOTE    ] PARR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:44.015858] [DEBUG] [LOCAL     ] Loaded configuration for PARR: 4 features, N/A% accuracy
[2025-11-16T05:00:44.015983] [INFO ] [LOCAL     ] PARR: Loaded 4 optimal features with 64.50% confidence from JSON config
[2025-11-16T05:00:44.016078] [DEBUG] [MAG       ] Building data for symbol: PARR with lookback: 0
[2025-11-16T05:00:44.016943] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:44.017074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:44.021950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:44.025002] [DEBUG] [MAG       ] PRM: Last date is validated at 2025-11-14
[2025-11-16T05:00:44.046702] [INFO ] [LOCAL     ] TSE: Saved forecast.
[2025-11-16T05:00:44.046974] [INFO ] [main      ] TSE: Signal=1 (Conf=90.0%), Magnitude=11.34% (Conf=58.3041%)
[2025-11-16T05:00:44.047212] [INFO ] [main      ] Fetching symbol history for VSTS...
[2025-11-16T05:00:44.047321] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2025-11-16T05:00:44.047669] [INFO ] [main      ] Progress: 62/472 forecasts completed (13.1%). TSE finished in 0.6s. ETA: 1m 12s. Rate: 339.37 forecasts/min
[2025-11-16T05:00:44.059841] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:44.061042] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2025-11-16T05:00:44.061169] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2025-11-16T05:00:44.061274] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2025-11-16T05:00:44.062269] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:44.062416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:44.065837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:44.066756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:00:44.067540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:00:44.068326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:44.068784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:44.069539] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-11-16T05:00:44.069791] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=60.697%)
[2025-11-16T05:00:44.070173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:44.070217] [INFO ] [main      ] Progress: 63/472 forecasts completed (13.3%). TNL finished in 0.6s. ETA: 1m 11s. Rate: 344.13 forecasts/min
[2025-11-16T05:00:44.070474] [INFO ] [main      ] Fetching symbol history for OLN...
[2025-11-16T05:00:44.070579] [DEBUG] [REMOTE    ] OLN: Fetching historical data.
[2025-11-16T05:00:44.070752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:00:44.071921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:00:44.074083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:00:44.076976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:44.083678] [DEBUG] [REMOTE    ] OLN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:44.084797] [DEBUG] [LOCAL     ] Loaded configuration for OLN: 7 features, N/A% accuracy
[2025-11-16T05:00:44.084928] [INFO ] [LOCAL     ] OLN: Loaded 7 optimal features with 63.29% confidence from JSON config
[2025-11-16T05:00:44.085026] [DEBUG] [MAG       ] Building data for symbol: OLN with lookback: 0
[2025-11-16T05:00:44.085879] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:44.086012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:44.090935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:44.092820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:44.093373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:44.093863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:44.094800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:44.097411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:44.142493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:44.195324] [DEBUG] [MAG       ] PRM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:44.291486] [INFO ] [LOCAL     ] PRM: Saved forecast.
[2025-11-16T05:00:44.291775] [INFO ] [main      ] PRM: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=52.3889%)
[2025-11-16T05:00:44.292327] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-11-16T05:00:44.292451] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-11-16T05:00:44.292751] [INFO ] [main      ] Progress: 64/472 forecasts completed (13.6%). PRM finished in 0.6s. ETA: 1m 11s. Rate: 342.65 forecasts/min
[2025-11-16T05:00:44.304317] [DEBUG] [REMOTE    ] BFK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:44.305450] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-11-16T05:00:44.305589] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-11-16T05:00:44.305717] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-11-16T05:00:44.306626] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:44.306776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:44.307611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:44.309349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:00:44.310181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:44.417373] [DEBUG] [MAG       ] PARR: Last date is validated at 2025-11-14
[2025-11-16T05:00:44.421862] [DEBUG] [MAG       ] VSTS: Last date is validated at 2025-11-14
[2025-11-16T05:00:44.490243] [DEBUG] [MAG       ] OLN: Last date is validated at 2025-11-14
[2025-11-16T05:00:44.585813] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:44.590869] [DEBUG] [MAG       ] PARR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:44.661363] [DEBUG] [MAG       ] OLN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:44.672474] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2025-11-16T05:00:44.672774] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=-3.78% (Conf=54.9689%)
[2025-11-16T05:00:44.673010] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-11-16T05:00:44.673124] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-11-16T05:00:44.673749] [INFO ] [main      ] Progress: 65/472 forecasts completed (13.8%). VSTS finished in 0.6s. ETA: 1m 13s. Rate: 336.56 forecasts/min
[2025-11-16T05:00:44.686155] [DEBUG] [REMOTE    ] MBC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:44.687194] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-11-16T05:00:44.687316] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-11-16T05:00:44.687421] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-11-16T05:00:44.688292] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:44.688429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:44.689227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:00:44.694841] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:44.697623] [INFO ] [LOCAL     ] PARR: Saved forecast.
[2025-11-16T05:00:44.697888] [INFO ] [main      ] PARR: Signal=1 (Conf=90.0%), Magnitude=0.94% (Conf=64.5044%)
[2025-11-16T05:00:44.698117] [INFO ] [main      ] Fetching symbol history for GWW...
[2025-11-16T05:00:44.698234] [DEBUG] [REMOTE    ] GWW: Fetching historical data.
[2025-11-16T05:00:44.698594] [INFO ] [main      ] Progress: 66/472 forecasts completed (14.0%). PARR finished in 0.7s. ETA: 1m 11s. Rate: 341.01 forecasts/min
[2025-11-16T05:00:44.711165] [DEBUG] [REMOTE    ] GWW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:44.712400] [DEBUG] [LOCAL     ] Loaded configuration for GWW: 3 features, N/A% accuracy
[2025-11-16T05:00:44.712520] [INFO ] [LOCAL     ] GWW: Loaded 3 optimal features with 50.02% confidence from JSON config
[2025-11-16T05:00:44.712617] [DEBUG] [MAG       ] Building data for symbol: GWW with lookback: 0
[2025-11-16T05:00:44.713462] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:44.713594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:44.718447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:44.719484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:00:44.721182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:44.743090] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-11-14
[2025-11-16T05:00:44.767982] [INFO ] [LOCAL     ] OLN: Saved forecast.
[2025-11-16T05:00:44.768113] [INFO ] [main      ] OLN: Signal=1 (Conf=90.0%), Magnitude=-4.17% (Conf=63.2857%)
[2025-11-16T05:00:44.768504] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-11-16T05:00:44.768574] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-11-16T05:00:44.768736] [INFO ] [main      ] Progress: 67/472 forecasts completed (14.2%). OLN finished in 0.7s. ETA: 1m 11s. Rate: 344.10 forecasts/min
[2025-11-16T05:00:44.781069] [DEBUG] [REMOTE    ] JHX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:44.782288] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-11-16T05:00:44.782409] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-11-16T05:00:44.782504] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-11-16T05:00:44.783363] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:44.783494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:44.784441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:44.785525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:44.910135] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:44.969168] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-11-16T05:00:44.969419] [INFO ] [main      ] BFK: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=46.1078%)
[2025-11-16T05:00:44.969664] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-11-16T05:00:44.969931] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-11-16T05:00:44.970914] [INFO ] [main      ] Progress: 68/472 forecasts completed (14.4%). BFK finished in 0.7s. ETA: 1m 11s. Rate: 343.29 forecasts/min
[2025-11-16T05:00:44.984607] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:44.985720] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-11-16T05:00:44.985841] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-11-16T05:00:44.985939] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-11-16T05:00:44.986864] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:44.986996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:00:45.031010] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-11-14
[2025-11-16T05:00:45.060127] [DEBUG] [MAG       ] GWW: Last date is validated at 2025-11-14
[2025-11-16T05:00:45.072044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:00:45.073542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:00:45.076605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:00:45.079031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:00:45.083037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:00:45.083881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:45.128098] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-11-14
[2025-11-16T05:00:45.201087] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:45.228004] [DEBUG] [MAG       ] GWW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:45.282355] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-11-16T05:00:45.282620] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-4.11% (Conf=59.3782%)
[2025-11-16T05:00:45.282906] [INFO ] [main      ] Fetching symbol history for SF...
[2025-11-16T05:00:45.283018] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2025-11-16T05:00:45.284044] [INFO ] [main      ] Progress: 69/472 forecasts completed (14.6%). MBC finished in 0.6s. ETA: 1m 11s. Rate: 339.40 forecasts/min
[2025-11-16T05:00:45.295838] [DEBUG] [REMOTE    ] SF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:45.295671] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:45.296680] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2025-11-16T05:00:45.296749] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2025-11-16T05:00:45.296787] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2025-11-16T05:00:45.297563] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:00:45.297636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:45.302605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:45.352472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:45.354614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:45.355310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:00:45.356505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:00:45.358301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:45.359439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:00:45.360252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:00:45.363097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:45.405884] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-11-16T05:00:45.406109] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=5.50% (Conf=49.3991%)
[2025-11-16T05:00:45.406585] [INFO ] [main      ] Fetching symbol history for DGX...
[2025-11-16T05:00:45.406721] [DEBUG] [REMOTE    ] DGX: Fetching historical data.
[2025-11-16T05:00:45.406749] [INFO ] [main      ] Progress: 70/472 forecasts completed (14.8%). JHX finished in 0.6s. ETA: 1m 11s. Rate: 340.89 forecasts/min
[2025-11-16T05:00:45.406929] [INFO ] [LOCAL     ] GWW: Saved forecast.
[2025-11-16T05:00:45.407190] [INFO ] [main      ] GWW: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=50.0244%)
[2025-11-16T05:00:45.407418] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-11-16T05:00:45.407527] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-11-16T05:00:45.407695] [INFO ] [main      ] Progress: 71/472 forecasts completed (15.0%). GWW finished in 0.7s. ETA: 1m 10s. Rate: 345.73 forecasts/min
[2025-11-16T05:00:45.420050] [DEBUG] [REMOTE    ] JKS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:45.420205] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-11-14
[2025-11-16T05:00:45.420484] [DEBUG] [REMOTE    ] DGX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:45.421204] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-11-16T05:00:45.421345] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-11-16T05:00:45.421443] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-11-16T05:00:45.421713] [DEBUG] [LOCAL     ] Loaded configuration for DGX: 6 features, N/A% accuracy
[2025-11-16T05:00:45.421881] [INFO ] [LOCAL     ] DGX: Loaded 6 optimal features with 49.68% confidence from JSON config
[2025-11-16T05:00:45.421936] [DEBUG] [MAG       ] Building data for symbol: DGX with lookback: 0
[2025-11-16T05:00:45.422338] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:45.422482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:45.422814] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:45.422904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:45.424702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:45.425309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:45.426431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:00:45.427441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:45.428498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:00:45.428571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:00:45.430284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:00:45.431310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:00:45.431825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:45.434187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:00:45.435811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:00:45.437526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:45.586966] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:45.656155] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-11-16T05:00:45.656469] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=69.7114%)
[2025-11-16T05:00:45.656927] [INFO ] [main      ] Progress: 72/472 forecasts completed (15.3%). BEPI finished in 0.7s. ETA: 1m 10s. Rate: 343.65 forecasts/min
[2025-11-16T05:00:45.657128] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-11-16T05:00:45.657247] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-11-16T05:00:45.671675] [DEBUG] [REMOTE    ] RMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:45.672702] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-11-16T05:00:45.672824] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-11-16T05:00:45.672936] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-11-16T05:00:45.673847] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:45.673983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:45.674959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:00:45.676370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:45.678335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:45.678975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:00:45.680312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:00:45.682571] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:45.711164] [DEBUG] [MAG       ] SF: Last date is validated at 2025-11-14
[2025-11-16T05:00:45.776425] [DEBUG] [MAG       ] DGX: Last date is validated at 2025-11-14
[2025-11-16T05:00:45.866803] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-11-14
[2025-11-16T05:00:45.881264] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:45.946635] [DEBUG] [MAG       ] DGX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:46.017892] [INFO ] [LOCAL     ] SF: Saved forecast.
[2025-11-16T05:00:46.018161] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=56.2098%)
[2025-11-16T05:00:46.018413] [INFO ] [main      ] Fetching symbol history for BIRK...
[2025-11-16T05:00:46.018531] [DEBUG] [REMOTE    ] BIRK: Fetching historical data.
[2025-11-16T05:00:46.018971] [INFO ] [main      ] Progress: 73/472 forecasts completed (15.5%). SF finished in 0.7s. ETA: 1m 11s. Rate: 338.67 forecasts/min
[2025-11-16T05:00:46.020247] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-11-14
[2025-11-16T05:00:46.032385] [DEBUG] [REMOTE    ] BIRK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:46.033426] [DEBUG] [LOCAL     ] Loaded configuration for BIRK: 8 features, N/A% accuracy
[2025-11-16T05:00:46.033515] [INFO ] [LOCAL     ] BIRK: Loaded 8 optimal features with 46.93% confidence from JSON config
[2025-11-16T05:00:46.033567] [DEBUG] [MAG       ] Building data for symbol: BIRK with lookback: 0
[2025-11-16T05:00:46.034395] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:00:46.034500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:46.036283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:46.036973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:46.037505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:46.038004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:46.038013] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:46.077037] [INFO ] [LOCAL     ] DGX: Saved forecast.
[2025-11-16T05:00:46.077308] [INFO ] [main      ] DGX: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=49.6792%)
[2025-11-16T05:00:46.077829] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-11-16T05:00:46.077983] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-11-16T05:00:46.078742] [INFO ] [main      ] Progress: 74/472 forecasts completed (15.7%). DGX finished in 0.7s. ETA: 1m 10s. Rate: 341.73 forecasts/min
[2025-11-16T05:00:46.091333] [DEBUG] [REMOTE    ] INVH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:46.092373] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-11-16T05:00:46.092440] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-11-16T05:00:46.092477] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-11-16T05:00:46.093301] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:46.093377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:46.095145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:46.095725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:46.096150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:46.098585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:46.144410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:46.148848] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-11-16T05:00:46.148947] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=-4.84% (Conf=57.1141%)
[2025-11-16T05:00:46.149114] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-11-16T05:00:46.149164] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-11-16T05:00:46.150735] [INFO ] [main      ] Progress: 75/472 forecasts completed (15.9%). JKS finished in 0.7s. ETA: 1m 9s. Rate: 344.44 forecasts/min
[2025-11-16T05:00:46.161168] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:46.163525] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-11-16T05:00:46.163593] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-11-16T05:00:46.163631] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-11-16T05:00:46.164419] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:46.164496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:46.169337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:46.171130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:46.171622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:46.172034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:46.183076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:46.191438] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:46.228728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:46.229599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:00:46.229809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:46.230347] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:46.230898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:00:46.317373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:46.320379] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-11-16T05:00:46.320575] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=51.9606%)
[2025-11-16T05:00:46.321112] [INFO ] [main      ] Progress: 76/472 forecasts completed (16.1%). RMI finished in 0.7s. ETA: 1m 9s. Rate: 344.54 forecasts/min
[2025-11-16T05:00:46.321320] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-11-16T05:00:46.321435] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-11-16T05:00:46.335196] [DEBUG] [REMOTE    ] HMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:46.336330] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-11-16T05:00:46.336457] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-11-16T05:00:46.336557] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-11-16T05:00:46.337431] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:46.337568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:46.340014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:00:46.342813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:00:46.344231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:46.345322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:46.495919] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-11-14
[2025-11-16T05:00:46.579151] [DEBUG] [MAG       ] BIRK: Last date is validated at 2025-11-14
[2025-11-16T05:00:46.658293] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-11-14
[2025-11-16T05:00:46.690699] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-11-14
[2025-11-16T05:00:46.745324] [DEBUG] [MAG       ] BIRK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:46.760531] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:46.826877] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:46.847483] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-11-16T05:00:46.847781] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=2.24% (Conf=49.4506%)
[2025-11-16T05:00:46.848209] [INFO ] [main      ] Fetching symbol history for OWLT...
[2025-11-16T05:00:46.848329] [DEBUG] [REMOTE    ] OWLT: Fetching historical data.
[2025-11-16T05:00:46.848777] [INFO ] [main      ] Progress: 77/472 forecasts completed (16.3%). INVH finished in 0.8s. ETA: 1m 11s. Rate: 335.69 forecasts/min
[2025-11-16T05:00:46.861247] [DEBUG] [REMOTE    ] OWLT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:46.862423] [DEBUG] [LOCAL     ] Loaded configuration for OWLT: 1 features, N/A% accuracy
[2025-11-16T05:00:46.862550] [INFO ] [LOCAL     ] OWLT: Loaded 1 optimal features with 60.01% confidence from JSON config
[2025-11-16T05:00:46.862686] [DEBUG] [MAG       ] Building data for symbol: OWLT with lookback: 0
[2025-11-16T05:00:46.863567] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:00:46.863720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:46.864810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:46.865805] [INFO ] [LOCAL     ] BIRK: Saved forecast.
[2025-11-16T05:00:46.865914] [INFO ] [main      ] BIRK: Signal=1 (Conf=90.0%), Magnitude=-5.58% (Conf=46.9259%)
[2025-11-16T05:00:46.866082] [INFO ] [main      ] Fetching symbol history for MDT...
[2025-11-16T05:00:46.866133] [DEBUG] [REMOTE    ] MDT: Fetching historical data.
[2025-11-16T05:00:46.867156] [INFO ] [main      ] Progress: 78/472 forecasts completed (16.5%). BIRK finished in 0.8s. ETA: 1m 10s. Rate: 339.59 forecasts/min
[2025-11-16T05:00:46.872707] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:46.878509] [DEBUG] [REMOTE    ] MDT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:46.879446] [DEBUG] [LOCAL     ] Loaded configuration for MDT: 9 features, N/A% accuracy
[2025-11-16T05:00:46.879511] [INFO ] [LOCAL     ] MDT: Loaded 9 optimal features with 56.64% confidence from JSON config
[2025-11-16T05:00:46.879548] [DEBUG] [MAG       ] Building data for symbol: MDT with lookback: 0
[2025-11-16T05:00:46.880356] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:00:46.880434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:46.885179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:46.887118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:46.887598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:46.888035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:46.888913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:46.891290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:46.906931] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-11-16T05:00:46.907025] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=48.3251%)
[2025-11-16T05:00:46.907191] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-11-16T05:00:46.907248] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-11-16T05:00:46.908096] [INFO ] [main      ] Progress: 79/472 forecasts completed (16.7%). TSLX finished in 0.8s. ETA: 1m 9s. Rate: 342.93 forecasts/min
[2025-11-16T05:00:46.920576] [DEBUG] [REMOTE    ] LEA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:46.921868] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-11-16T05:00:46.921937] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-11-16T05:00:46.921975] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-11-16T05:00:46.922827] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:46.922903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:00:46.923977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:00:46.925372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:00:46.928418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:00:46.929199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:00:46.930798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:46.935771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:46.936667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:00:46.937394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:46.978356] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-11-16T05:00:46.978664] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-3.30% (Conf=56.8453%)
[2025-11-16T05:00:46.978956] [INFO ] [main      ] Fetching symbol history for BLD...
[2025-11-16T05:00:46.979033] [DEBUG] [REMOTE    ] BLD: Fetching historical data.
[2025-11-16T05:00:46.980183] [INFO ] [main      ] Progress: 80/472 forecasts completed (16.9%). HMC finished in 0.7s. ETA: 1m 8s. Rate: 345.47 forecasts/min
[2025-11-16T05:00:46.995525] [DEBUG] [REMOTE    ] BLD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:46.997241] [DEBUG] [LOCAL     ] Loaded configuration for BLD: 10 features, N/A% accuracy
[2025-11-16T05:00:46.997381] [INFO ] [LOCAL     ] BLD: Loaded 10 optimal features with 65.00% confidence from JSON config
[2025-11-16T05:00:46.997439] [DEBUG] [MAG       ] Building data for symbol: BLD with lookback: 0
[2025-11-16T05:00:46.998734] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:00:46.998891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:47.001476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:47.002294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:47.002903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:47.003447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:47.004817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:47.005861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:00:47.007150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:00:47.009220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:47.010420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:00:47.011296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:47.211606] [DEBUG] [MAG       ] OWLT: Last date is validated at 2025-11-14
[2025-11-16T05:00:47.284855] [DEBUG] [MAG       ] MDT: Last date is validated at 2025-11-14
[2025-11-16T05:00:47.297517] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-11-14
[2025-11-16T05:00:47.375978] [DEBUG] [MAG       ] BLD: Last date is validated at 2025-11-14
[2025-11-16T05:00:47.380868] [DEBUG] [MAG       ] OWLT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:47.451100] [INFO ] [LOCAL     ] OWLT: Saved forecast.
[2025-11-16T05:00:47.451334] [INFO ] [main      ] OWLT: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=60.0071%)
[2025-11-16T05:00:47.451762] [INFO ] [main      ] Fetching symbol history for CLDT...
[2025-11-16T05:00:47.451876] [DEBUG] [REMOTE    ] CLDT: Fetching historical data.
[2025-11-16T05:00:47.452768] [INFO ] [main      ] Progress: 81/472 forecasts completed (17.2%). OWLT finished in 0.6s. ETA: 1m 9s. Rate: 338.28 forecasts/min
[2025-11-16T05:00:47.454201] [DEBUG] [MAG       ] MDT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:47.464750] [DEBUG] [REMOTE    ] CLDT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:47.465607] [DEBUG] [LOCAL     ] Loaded configuration for CLDT: 11 features, N/A% accuracy
[2025-11-16T05:00:47.465703] [INFO ] [LOCAL     ] CLDT: Loaded 11 optimal features with 58.27% confidence from JSON config
[2025-11-16T05:00:47.465755] [DEBUG] [MAG       ] Building data for symbol: CLDT with lookback: 0
[2025-11-16T05:00:47.466583] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:00:47.466724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:47.467811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:00:47.468930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:00:47.468753] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:47.470496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:00:47.471169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:47.472908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:47.473406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:00:47.474459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:00:47.476179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:47.477310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:00:47.478067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:00:47.479532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:47.558064] [DEBUG] [MAG       ] BLD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:47.570497] [INFO ] [LOCAL     ] MDT: Saved forecast.
[2025-11-16T05:00:47.570800] [INFO ] [main      ] MDT: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=56.6434%)
[2025-11-16T05:00:47.571331] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-11-16T05:00:47.571449] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-11-16T05:00:47.571823] [INFO ] [main      ] Progress: 82/472 forecasts completed (17.4%). MDT finished in 0.7s. ETA: 1m 9s. Rate: 339.64 forecasts/min
[2025-11-16T05:00:47.583504] [DEBUG] [REMOTE    ] KFY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:47.585055] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-11-16T05:00:47.585178] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-11-16T05:00:47.585273] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-11-16T05:00:47.586189] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:47.586359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:47.588152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:47.588784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:47.589247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:00:47.592165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:00:47.592123] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-11-16T05:00:47.592398] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=37.2419%)
[2025-11-16T05:00:47.592638] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-11-16T05:00:47.592772] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-11-16T05:00:47.593789] [INFO ] [main      ] Progress: 83/472 forecasts completed (17.6%). LEA finished in 0.7s. ETA: 1m 8s. Rate: 343.26 forecasts/min
[2025-11-16T05:00:47.594872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:47.605740] [DEBUG] [REMOTE    ] MCK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:47.607056] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-11-16T05:00:47.607180] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-11-16T05:00:47.607278] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-11-16T05:00:47.608392] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:47.608524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:47.613543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:47.614442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:00:47.616317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:00:47.617113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:00:47.618448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:47.745027] [INFO ] [LOCAL     ] BLD: Saved forecast.
[2025-11-16T05:00:47.745187] [INFO ] [main      ] BLD: Signal=1 (Conf=90.0%), Magnitude=-3.02% (Conf=64.9987%)
[2025-11-16T05:00:47.745677] [INFO ] [main      ] Fetching symbol history for KWR...
[2025-11-16T05:00:47.745755] [DEBUG] [REMOTE    ] KWR: Fetching historical data.
[2025-11-16T05:00:47.745765] [INFO ] [main      ] Progress: 84/472 forecasts completed (17.8%). BLD finished in 0.8s. ETA: 1m 8s. Rate: 343.80 forecasts/min
[2025-11-16T05:00:47.762120] [DEBUG] [REMOTE    ] KWR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:47.763859] [DEBUG] [LOCAL     ] Loaded configuration for KWR: 11 features, N/A% accuracy
[2025-11-16T05:00:47.763988] [INFO ] [LOCAL     ] KWR: Loaded 11 optimal features with 52.21% confidence from JSON config
[2025-11-16T05:00:47.764091] [DEBUG] [MAG       ] Building data for symbol: KWR with lookback: 0
[2025-11-16T05:00:47.765170] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:00:47.765319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:47.770504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:47.772571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:47.773172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:47.773807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:00:47.811568] [DEBUG] [MAG       ] CLDT: Last date is validated at 2025-11-14
[2025-11-16T05:00:47.863240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:47.864589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:00:47.869463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:00:47.890315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:00:47.892366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:00:47.893313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:00:47.894677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:47.929832] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-11-14
[2025-11-16T05:00:47.958714] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-11-14
[2025-11-16T05:00:47.981397] [DEBUG] [MAG       ] CLDT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:48.064041] [INFO ] [LOCAL     ] CLDT: Saved forecast.
[2025-11-16T05:00:48.064249] [INFO ] [main      ] CLDT: Signal=1 (Conf=90.0%), Magnitude=2.42% (Conf=58.2685%)
[2025-11-16T05:00:48.064477] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-11-16T05:00:48.064796] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-11-16T05:00:48.066181] [INFO ] [main      ] Progress: 85/472 forecasts completed (18.0%). CLDT finished in 0.6s. ETA: 1m 8s. Rate: 340.45 forecasts/min
[2025-11-16T05:00:48.077808] [DEBUG] [REMOTE    ] TROX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:48.078966] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-11-16T05:00:48.079095] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-11-16T05:00:48.079203] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-11-16T05:00:48.080073] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:48.080202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:48.081914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:48.083019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:48.130420] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:48.139617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:48.186034] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:48.253209] [DEBUG] [MAG       ] KWR: Last date is validated at 2025-11-14
[2025-11-16T05:00:48.293454] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-11-16T05:00:48.293748] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=3.32% (Conf=55.4778%)
[2025-11-16T05:00:48.293998] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-11-16T05:00:48.294111] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-11-16T05:00:48.294438] [INFO ] [main      ] Progress: 86/472 forecasts completed (18.2%). KFY finished in 0.7s. ETA: 1m 8s. Rate: 339.29 forecasts/min
[2025-11-16T05:00:48.307129] [DEBUG] [REMOTE    ] SREA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:48.308655] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-11-16T05:00:48.308781] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-11-16T05:00:48.308885] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-11-16T05:00:48.309780] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:00:48.309914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:48.314951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:48.323846] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-11-16T05:00:48.324103] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=50.1135%)
[2025-11-16T05:00:48.324560] [INFO ] [main      ] Fetching symbol history for VET...
[2025-11-16T05:00:48.324691] [DEBUG] [REMOTE    ] VET: Fetching historical data.
[2025-11-16T05:00:48.324732] [INFO ] [main      ] Progress: 87/472 forecasts completed (18.4%). MCK finished in 0.7s. ETA: 1m 7s. Rate: 342.55 forecasts/min
[2025-11-16T05:00:48.338566] [DEBUG] [REMOTE    ] VET: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:48.339513] [DEBUG] [LOCAL     ] Loaded configuration for VET: 3 features, N/A% accuracy
[2025-11-16T05:00:48.339585] [INFO ] [LOCAL     ] VET: Loaded 3 optimal features with 58.63% confidence from JSON config
[2025-11-16T05:00:48.339634] [DEBUG] [MAG       ] Building data for symbol: VET with lookback: 0
[2025-11-16T05:00:48.340511] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:48.340588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:48.345612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:48.404493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:00:48.407116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:48.433054] [DEBUG] [MAG       ] KWR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:48.474547] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-11-14
[2025-11-16T05:00:48.601067] [INFO ] [LOCAL     ] KWR: Saved forecast.
[2025-11-16T05:00:48.601194] [INFO ] [main      ] KWR: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=52.2112%)
[2025-11-16T05:00:48.601718] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-11-16T05:00:48.601791] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-11-16T05:00:48.601755] [INFO ] [main      ] Progress: 88/472 forecasts completed (18.6%). KWR finished in 0.9s. ETA: 1m 8s. Rate: 340.30 forecasts/min
[2025-11-16T05:00:48.616525] [DEBUG] [REMOTE    ] NEM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:48.618175] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-11-16T05:00:48.618247] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-11-16T05:00:48.618287] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-11-16T05:00:48.619500] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:00:48.619584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:48.621435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:48.622088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:48.622533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:48.623407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:00:48.624103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:00:48.625813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:00:48.627286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:00:48.628528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:48.642137] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:48.660261] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-11-14
[2025-11-16T05:00:48.718769] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-11-16T05:00:48.718975] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=52.6574%)
[2025-11-16T05:00:48.719210] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-11-16T05:00:48.719529] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-11-16T05:00:48.720734] [INFO ] [main      ] Progress: 89/472 forecasts completed (18.9%). TROX finished in 0.7s. ETA: 1m 7s. Rate: 341.55 forecasts/min
[2025-11-16T05:00:48.732930] [DEBUG] [REMOTE    ] BLK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:48.733865] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-11-16T05:00:48.733931] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-11-16T05:00:48.733970] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-11-16T05:00:48.734804] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:00:48.734876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:48.739778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:48.747608] [DEBUG] [MAG       ] VET: Last date is validated at 2025-11-14
[2025-11-16T05:00:48.839134] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:48.904432] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-11-16T05:00:48.904712] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=48.6559%)
[2025-11-16T05:00:48.905177] [INFO ] [main      ] Progress: 90/472 forecasts completed (19.1%). SREA finished in 0.6s. ETA: 1m 7s. Rate: 341.36 forecasts/min
[2025-11-16T05:00:48.905375] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-11-16T05:00:48.905482] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-11-16T05:00:48.917936] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:48.919164] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-11-16T05:00:48.919289] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-11-16T05:00:48.919391] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-11-16T05:00:48.919907] [DEBUG] [MAG       ] VET: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:48.920324] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:48.920463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:48.925567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:48.927530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:48.972534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:00:48.974154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:00:48.977123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:00:48.977886] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-11-14
[2025-11-16T05:00:48.979310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:00:48.980868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:48.990678] [INFO ] [LOCAL     ] VET: Saved forecast.
[2025-11-16T05:00:48.990781] [INFO ] [main      ] VET: Signal=1 (Conf=90.0%), Magnitude=3.19% (Conf=58.6278%)
[2025-11-16T05:00:48.990953] [INFO ] [main      ] Fetching symbol history for PKX...
[2025-11-16T05:00:48.991003] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2025-11-16T05:00:48.991993] [INFO ] [main      ] Progress: 91/472 forecasts completed (19.3%). VET finished in 0.7s. ETA: 1m 7s. Rate: 343.27 forecasts/min
[2025-11-16T05:00:49.003460] [DEBUG] [REMOTE    ] PKX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:49.004729] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2025-11-16T05:00:49.004797] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2025-11-16T05:00:49.004834] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2025-11-16T05:00:49.005622] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:49.005719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:49.049367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:00:49.050925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:00:49.052327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:49.078545] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-11-14
[2025-11-16T05:00:49.151840] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:49.246520] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:49.296582] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-11-16T05:00:49.296739] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=60.7726%)
[2025-11-16T05:00:49.297256] [INFO ] [main      ] Fetching symbol history for SBI...
[2025-11-16T05:00:49.297326] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2025-11-16T05:00:49.297812] [INFO ] [main      ] Progress: 92/472 forecasts completed (19.5%). NEM finished in 0.7s. ETA: 1m 7s. Rate: 340.49 forecasts/min
[2025-11-16T05:00:49.311432] [DEBUG] [REMOTE    ] SBI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:49.312618] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2025-11-16T05:00:49.312717] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2025-11-16T05:00:49.312766] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2025-11-16T05:00:49.313700] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-11-16T05:00:49.313790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:49.319048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:49.321012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:49.321551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:49.322030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:49.322452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:49.323279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:49.324154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:49.326133] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-11-14
[2025-11-16T05:00:49.326718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:49.393836] [DEBUG] [MAG       ] PKX: Last date is validated at 2025-11-14
[2025-11-16T05:00:49.437880] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-11-16T05:00:49.438164] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=57.9848%)
[2025-11-16T05:00:49.438722] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-11-16T05:00:49.438841] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-11-16T05:00:49.438774] [INFO ] [main      ] Progress: 93/472 forecasts completed (19.7%). BLK finished in 0.7s. ETA: 1m 7s. Rate: 341.23 forecasts/min
[2025-11-16T05:00:49.452076] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:49.453020] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-11-16T05:00:49.453143] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-11-16T05:00:49.453241] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-11-16T05:00:49.454100] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:00:49.454234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:49.458040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:49.459267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:49.460307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:49.461218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:49.461808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:49.462280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:49.463220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:49.464240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:00:49.506387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:49.507879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:49.512731] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:49.549595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:00:49.551129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:00:49.553843] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:49.562733] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:49.566604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:49.570483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:00:49.571918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:00:49.602097] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-11-16T05:00:49.602218] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=55.7169%)
[2025-11-16T05:00:49.602672] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-11-16T05:00:49.602753] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-11-16T05:00:49.604085] [INFO ] [main      ] Progress: 94/472 forecasts completed (19.9%). ARCO finished in 0.7s. ETA: 1m 6s. Rate: 341.44 forecasts/min
[2025-11-16T05:00:49.617750] [DEBUG] [REMOTE    ] MGA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:49.619055] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-11-16T05:00:49.619262] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-11-16T05:00:49.619372] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-11-16T05:00:49.620428] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:49.620565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:49.663697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:49.681900] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2025-11-16T05:00:49.682162] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=48.5815%)
[2025-11-16T05:00:49.682436] [INFO ] [main      ] Fetching symbol history for HWM...
[2025-11-16T05:00:49.682558] [DEBUG] [REMOTE    ] HWM: Fetching historical data.
[2025-11-16T05:00:49.683092] [INFO ] [main      ] Progress: 95/472 forecasts completed (20.1%). PKX finished in 0.7s. ETA: 1m 6s. Rate: 343.43 forecasts/min
[2025-11-16T05:00:49.684581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:00:49.688932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:00:49.690487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:00:49.691811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:49.695007] [DEBUG] [REMOTE    ] HWM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:49.696173] [DEBUG] [LOCAL     ] Loaded configuration for HWM: 2 features, N/A% accuracy
[2025-11-16T05:00:49.696325] [INFO ] [LOCAL     ] HWM: Loaded 2 optimal features with 48.20% confidence from JSON config
[2025-11-16T05:00:49.696428] [DEBUG] [MAG       ] Building data for symbol: HWM with lookback: 0
[2025-11-16T05:00:49.697318] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:49.697466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:49.698518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:00:49.701633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:49.890546] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-11-14
[2025-11-16T05:00:50.011391] [DEBUG] [MAG       ] SBI: Last date is validated at 2025-11-14
[2025-11-16T05:00:50.034930] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-11-14
[2025-11-16T05:00:50.040463] [DEBUG] [MAG       ] HWM: Last date is validated at 2025-11-14
[2025-11-16T05:00:50.057636] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:50.132197] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-11-16T05:00:50.132432] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=55.0169%)
[2025-11-16T05:00:50.132892] [INFO ] [main      ] Fetching symbol history for NXC...
[2025-11-16T05:00:50.133011] [DEBUG] [REMOTE    ] NXC: Fetching historical data.
[2025-11-16T05:00:50.133774] [INFO ] [main      ] Progress: 96/472 forecasts completed (20.3%). VLRS finished in 0.7s. ETA: 1m 7s. Rate: 337.87 forecasts/min
[2025-11-16T05:00:50.146140] [DEBUG] [REMOTE    ] NXC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:50.147302] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 9 features, N/A% accuracy
[2025-11-16T05:00:50.147452] [INFO ] [LOCAL     ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config
[2025-11-16T05:00:50.147559] [DEBUG] [MAG       ] Building data for symbol: NXC with lookback: 0
[2025-11-16T05:00:50.148435] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:00:50.148571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:50.153466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:50.154350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:50.155004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:50.156845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:50.157430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:00:50.158544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:00:50.160353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:50.161621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:00:50.162511] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:50.187462] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:50.211550] [DEBUG] [MAG       ] HWM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:50.223229] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:50.268717] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2025-11-16T05:00:50.269013] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2025-11-16T05:00:50.269532] [INFO ] [main      ] Fetching symbol history for ATR...
[2025-11-16T05:00:50.269673] [DEBUG] [REMOTE    ] ATR: Fetching historical data.
[2025-11-16T05:00:50.269620] [INFO ] [main      ] Progress: 97/472 forecasts completed (20.6%). SBI finished in 1.0s. ETA: 1m 6s. Rate: 338.70 forecasts/min
[2025-11-16T05:00:50.285345] [DEBUG] [REMOTE    ] ATR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:50.286815] [DEBUG] [LOCAL     ] Loaded configuration for ATR: 10 features, N/A% accuracy
[2025-11-16T05:00:50.286945] [INFO ] [LOCAL     ] ATR: Loaded 10 optimal features with 55.83% confidence from JSON config
[2025-11-16T05:00:50.287045] [DEBUG] [MAG       ] Building data for symbol: ATR with lookback: 0
[2025-11-16T05:00:50.288051] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:00:50.288191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:50.293295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:50.295431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:50.296236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:50.296806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:50.297308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:50.298368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:50.299325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:00:50.301405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:00:50.302280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:00:50.305932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:50.337924] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-11-16T05:00:50.338236] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=64.553%)
[2025-11-16T05:00:50.338544] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-11-16T05:00:50.338684] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-11-16T05:00:50.339636] [INFO ] [main      ] Progress: 98/472 forecasts completed (20.8%). MGA finished in 0.7s. ETA: 1m 6s. Rate: 340.80 forecasts/min
[2025-11-16T05:00:50.352679] [INFO ] [LOCAL     ] HWM: Saved forecast.
[2025-11-16T05:00:50.352919] [INFO ] [main      ] HWM: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=48.1999%)
[2025-11-16T05:00:50.353165] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-11-16T05:00:50.353276] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-11-16T05:00:50.354728] [INFO ] [main      ] Progress: 99/472 forecasts completed (21.0%). HWM finished in 0.7s. ETA: 1m 5s. Rate: 343.97 forecasts/min
[2025-11-16T05:00:50.354548] [DEBUG] [REMOTE    ] MCI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:50.356300] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-11-16T05:00:50.356367] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-11-16T05:00:50.356407] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-11-16T05:00:50.357452] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:50.357535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:50.362926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:50.364078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:00:50.366267] [DEBUG] [REMOTE    ] WBX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:50.367057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:00:50.367668] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-11-16T05:00:50.367840] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-11-16T05:00:50.367980] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-11-16T05:00:50.369187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:50.369346] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:50.369522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:50.370358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:50.375372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:50.376323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:50.499743] [DEBUG] [MAG       ] NXC: Last date is validated at 2025-11-14
[2025-11-16T05:00:50.659832] [DEBUG] [MAG       ] ATR: Last date is validated at 2025-11-14
[2025-11-16T05:00:50.666025] [DEBUG] [MAG       ] NXC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:50.717842] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-11-14
[2025-11-16T05:00:50.731736] [INFO ] [LOCAL     ] NXC: Saved forecast.
[2025-11-16T05:00:50.731980] [INFO ] [main      ] NXC: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=38.2694%)
[2025-11-16T05:00:50.732211] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-11-16T05:00:50.732517] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-11-16T05:00:50.733754] [INFO ] [main      ] Progress: 100/472 forecasts completed (21.2%). NXC finished in 0.6s. ETA: 1m 6s. Rate: 339.99 forecasts/min
[2025-11-16T05:00:50.744698] [DEBUG] [REMOTE    ] NABL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:50.746001] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-11-16T05:00:50.746126] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-11-16T05:00:50.746240] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-11-16T05:00:50.747142] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:50.747274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:50.749053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:50.749665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:50.750181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:50.761673] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-11-14
[2025-11-16T05:00:50.807579] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:50.808741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:00:50.809433] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:50.840489] [DEBUG] [MAG       ] ATR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:50.889027] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:50.942582] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:50.977276] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-11-16T05:00:50.977516] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=7.68% (Conf=65.8947%)
[2025-11-16T05:00:50.977770] [INFO ] [main      ] Fetching symbol history for NLOP...
[2025-11-16T05:00:50.977886] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2025-11-16T05:00:50.979180] [INFO ] [main      ] Progress: 101/472 forecasts completed (21.4%). WBX finished in 0.6s. ETA: 1m 6s. Rate: 338.68 forecasts/min
[2025-11-16T05:00:50.989912] [INFO ] [LOCAL     ] ATR: Saved forecast.
[2025-11-16T05:00:50.990185] [INFO ] [main      ] ATR: Signal=1 (Conf=90.0%), Magnitude=3.15% (Conf=55.8342%)
[2025-11-16T05:00:50.990788] [INFO ] [main      ] Progress: 102/472 forecasts completed (21.6%). ATR finished in 0.7s. ETA: 1m 5s. Rate: 341.81 forecasts/min
[2025-11-16T05:00:50.990786] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:50.990811] [INFO ] [main      ] Fetching symbol history for TM...
[2025-11-16T05:00:50.990949] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-11-16T05:00:50.992551] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2025-11-16T05:00:50.992680] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-11-16T05:00:50.992765] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2025-11-16T05:00:50.993584] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:50.993756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:50.995598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:50.996162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:50.996629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:50.997476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:50.998482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:00:51.006302] [DEBUG] [REMOTE    ] TM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:51.007551] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-11-16T05:00:51.007796] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-11-16T05:00:51.007902] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-11-16T05:00:51.008869] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:51.009007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:51.014161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:51.015384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:51.030004] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-11-16T05:00:51.030278] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=2.15% (Conf=52.4144%)
[2025-11-16T05:00:51.030856] [INFO ] [main      ] Progress: 103/472 forecasts completed (21.8%). MCI finished in 0.7s. ETA: 1m 4s. Rate: 344.39 forecasts/min
[2025-11-16T05:00:51.031079] [INFO ] [main      ] Fetching symbol history for TOST...
[2025-11-16T05:00:51.031196] [DEBUG] [REMOTE    ] TOST: Fetching historical data.
[2025-11-16T05:00:51.047172] [DEBUG] [REMOTE    ] TOST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:51.048391] [DEBUG] [LOCAL     ] Loaded configuration for TOST: 3 features, N/A% accuracy
[2025-11-16T05:00:51.048516] [INFO ] [LOCAL     ] TOST: Loaded 3 optimal features with 51.80% confidence from JSON config
[2025-11-16T05:00:51.048615] [DEBUG] [MAG       ] Building data for symbol: TOST with lookback: 0
[2025-11-16T05:00:51.049570] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:51.049720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:51.086470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:51.096612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:51.145695] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-11-14
[2025-11-16T05:00:51.150088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:51.153086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:00:51.155205] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:51.313469] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:51.386517] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-11-16T05:00:51.386801] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=-4.32% (Conf=50.1663%)
[2025-11-16T05:00:51.387233] [INFO ] [main      ] Fetching symbol history for NVS...
[2025-11-16T05:00:51.387369] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2025-11-16T05:00:51.388782] [INFO ] [main      ] Progress: 104/472 forecasts completed (22.0%). NABL finished in 0.7s. ETA: 1m 5s. Rate: 340.93 forecasts/min
[2025-11-16T05:00:51.400531] [DEBUG] [REMOTE    ] NVS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:51.401927] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2025-11-16T05:00:51.402055] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2025-11-16T05:00:51.402153] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2025-11-16T05:00:51.403080] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:51.403213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:51.408148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:51.409043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:51.409961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:00:51.411341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:00:51.414220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:51.415305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:51.421449] [DEBUG] [MAG       ] NLOP: Last date is validated at 2025-11-14
[2025-11-16T05:00:51.496752] [DEBUG] [MAG       ] TM: Last date is validated at 2025-11-14
[2025-11-16T05:00:51.500138] [DEBUG] [MAG       ] TOST: Last date is validated at 2025-11-14
[2025-11-16T05:00:51.589923] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:51.670893] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:51.675540] [DEBUG] [MAG       ] TOST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:51.676733] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2025-11-16T05:00:51.677003] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=51.7626%)
[2025-11-16T05:00:51.677244] [INFO ] [main      ] Fetching symbol history for INGR...
[2025-11-16T05:00:51.677367] [DEBUG] [REMOTE    ] INGR: Fetching historical data.
[2025-11-16T05:00:51.678762] [INFO ] [main      ] Progress: 105/472 forecasts completed (22.2%). NLOP finished in 0.7s. ETA: 1m 5s. Rate: 338.84 forecasts/min
[2025-11-16T05:00:51.690455] [DEBUG] [REMOTE    ] INGR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:51.691862] [DEBUG] [LOCAL     ] Loaded configuration for INGR: 7 features, N/A% accuracy
[2025-11-16T05:00:51.691988] [INFO ] [LOCAL     ] INGR: Loaded 7 optimal features with 48.07% confidence from JSON config
[2025-11-16T05:00:51.692088] [DEBUG] [MAG       ] Building data for symbol: INGR with lookback: 0
[2025-11-16T05:00:51.693001] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:51.693137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:51.695054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:51.695719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:51.696229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:51.697095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:00:51.699982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:00:51.701133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:00:51.702783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:51.754980] [DEBUG] [MAG       ] NVS: Last date is validated at 2025-11-14
[2025-11-16T05:00:51.787781] [INFO ] [LOCAL     ] TOST: Saved forecast.
[2025-11-16T05:00:51.788099] [INFO ] [main      ] TOST: Signal=1 (Conf=90.0%), Magnitude=3.42% (Conf=51.8015%)
[2025-11-16T05:00:51.788617] [INFO ] [main      ] Progress: 106/472 forecasts completed (22.5%). TOST finished in 0.8s. ETA: 1m 5s. Rate: 340.06 forecasts/min
[2025-11-16T05:00:51.788856] [INFO ] [main      ] Fetching symbol history for FINV...
[2025-11-16T05:00:51.788962] [DEBUG] [REMOTE    ] FINV: Fetching historical data.
[2025-11-16T05:00:51.806404] [DEBUG] [REMOTE    ] FINV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:51.808280] [DEBUG] [LOCAL     ] Loaded configuration for FINV: 8 features, N/A% accuracy
[2025-11-16T05:00:51.808411] [INFO ] [LOCAL     ] FINV: Loaded 8 optimal features with 56.06% confidence from JSON config
[2025-11-16T05:00:51.808513] [DEBUG] [MAG       ] Building data for symbol: FINV with lookback: 0
[2025-11-16T05:00:51.808474] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-11-16T05:00:51.808758] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=57.2026%)
[2025-11-16T05:00:51.809353] [INFO ] [main      ] Fetching symbol history for ENO...
[2025-11-16T05:00:51.809489] [DEBUG] [REMOTE    ] ENO: Fetching historical data.
[2025-11-16T05:00:51.809552] [INFO ] [main      ] Progress: 107/472 forecasts completed (22.7%). TM finished in 0.8s. ETA: 1m 4s. Rate: 342.88 forecasts/min
[2025-11-16T05:00:51.809930] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:00:51.810097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:51.816476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:51.818577] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:51.819195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:51.819705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:51.822954] [DEBUG] [REMOTE    ] ENO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:51.824090] [DEBUG] [LOCAL     ] Loaded configuration for ENO: 7 features, N/A% accuracy
[2025-11-16T05:00:51.824212] [INFO ] [LOCAL     ] ENO: Loaded 7 optimal features with 42.75% confidence from JSON config
[2025-11-16T05:00:51.824311] [DEBUG] [MAG       ] Building data for symbol: ENO with lookback: 0
[2025-11-16T05:00:51.825140] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:51.825246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:51.830206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:51.927927] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:51.956069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:00:51.957382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:00:51.957552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:00:51.958306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:00:51.958745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:51.959696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:51.960718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:51.961311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:00:51.962481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:00:51.964571] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:52.050152] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2025-11-16T05:00:52.050395] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=47.2228%)
[2025-11-16T05:00:52.050896] [INFO ] [main      ] Fetching symbol history for C...
[2025-11-16T05:00:52.051017] [DEBUG] [REMOTE    ] C: Fetching historical data.
[2025-11-16T05:00:52.051511] [DEBUG] [MAG       ] INGR: Last date is validated at 2025-11-14
[2025-11-16T05:00:52.052754] [INFO ] [main      ] Progress: 108/472 forecasts completed (22.9%). NVS finished in 0.7s. ETA: 1m 4s. Rate: 341.65 forecasts/min
[2025-11-16T05:00:52.063475] [DEBUG] [REMOTE    ] C: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:52.064783] [DEBUG] [LOCAL     ] Loaded configuration for C: 6 features, N/A% accuracy
[2025-11-16T05:00:52.064854] [INFO ] [LOCAL     ] C: Loaded 6 optimal features with 65.80% confidence from JSON config
[2025-11-16T05:00:52.064893] [DEBUG] [MAG       ] Building data for symbol: C with lookback: 0
[2025-11-16T05:00:52.065753] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:52.065825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:52.070847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:52.072755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:52.073280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:52.073726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:52.202823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:52.220183] [DEBUG] [MAG       ] INGR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:52.259068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:52.294891] [DEBUG] [MAG       ] ENO: Last date is validated at 2025-11-14
[2025-11-16T05:00:52.311537] [DEBUG] [MAG       ] FINV: Last date is validated at 2025-11-14
[2025-11-16T05:00:52.355971] [INFO ] [LOCAL     ] INGR: Saved forecast.
[2025-11-16T05:00:52.356242] [INFO ] [main      ] INGR: Signal=1 (Conf=90.0%), Magnitude=1.12% (Conf=48.0741%)
[2025-11-16T05:00:52.356743] [INFO ] [main      ] Fetching symbol history for GD...
[2025-11-16T05:00:52.356862] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-11-16T05:00:52.357757] [INFO ] [main      ] Progress: 109/472 forecasts completed (23.1%). INGR finished in 0.7s. ETA: 1m 4s. Rate: 339.36 forecasts/min
[2025-11-16T05:00:52.370014] [DEBUG] [REMOTE    ] GD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:52.371006] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-11-16T05:00:52.371124] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-11-16T05:00:52.371222] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-11-16T05:00:52.372087] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:00:52.372215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:52.373219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:52.462119] [DEBUG] [MAG       ] ENO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:52.489570] [DEBUG] [MAG       ] FINV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:52.531414] [INFO ] [LOCAL     ] ENO: Saved forecast.
[2025-11-16T05:00:52.531684] [INFO ] [main      ] ENO: Signal=1 (Conf=90.0%), Magnitude=-1.34% (Conf=42.7527%)
[2025-11-16T05:00:52.531922] [INFO ] [main      ] Fetching symbol history for THQ...
[2025-11-16T05:00:52.532230] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2025-11-16T05:00:52.533428] [INFO ] [main      ] Progress: 110/472 forecasts completed (23.3%). ENO finished in 0.7s. ETA: 1m 4s. Rate: 339.38 forecasts/min
[2025-11-16T05:00:52.544776] [DEBUG] [REMOTE    ] THQ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:52.545905] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2025-11-16T05:00:52.545975] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2025-11-16T05:00:52.546036] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2025-11-16T05:00:52.546871] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:52.546961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:52.551728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:52.569709] [INFO ] [LOCAL     ] FINV: Saved forecast.
[2025-11-16T05:00:52.569979] [INFO ] [main      ] FINV: Signal=1 (Conf=90.0%), Magnitude=3.28% (Conf=56.0608%)
[2025-11-16T05:00:52.570263] [INFO ] [main      ] Fetching symbol history for CLW...
[2025-11-16T05:00:52.570383] [DEBUG] [REMOTE    ] CLW: Fetching historical data.
[2025-11-16T05:00:52.571329] [INFO ] [main      ] Progress: 111/472 forecasts completed (23.5%). FINV finished in 0.8s. ETA: 1m 3s. Rate: 341.80 forecasts/min
[2025-11-16T05:00:52.586631] [DEBUG] [REMOTE    ] CLW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:52.588022] [DEBUG] [LOCAL     ] Loaded configuration for CLW: 4 features, N/A% accuracy
[2025-11-16T05:00:52.588113] [INFO ] [LOCAL     ] CLW: Loaded 4 optimal features with 60.30% confidence from JSON config
[2025-11-16T05:00:52.588178] [DEBUG] [MAG       ] Building data for symbol: CLW with lookback: 0
[2025-11-16T05:00:52.589118] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:52.589218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:52.593518] [DEBUG] [MAG       ] C: Last date is validated at 2025-11-14
[2025-11-16T05:00:52.594618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:52.655894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:00:52.657793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:00:52.659825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:52.679855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:52.682082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:52.682990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:52.716948] [DEBUG] [MAG       ] GD: Last date is validated at 2025-11-14
[2025-11-16T05:00:52.762046] [DEBUG] [MAG       ] C: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:52.881102] [INFO ] [LOCAL     ] C: Saved forecast.
[2025-11-16T05:00:52.881346] [INFO ] [main      ] C: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=65.7997%)
[2025-11-16T05:00:52.881774] [INFO ] [main      ] Fetching symbol history for BRT...
[2025-11-16T05:00:52.881887] [DEBUG] [REMOTE    ] BRT: Fetching historical data.
[2025-11-16T05:00:52.882764] [INFO ] [main      ] Progress: 112/472 forecasts completed (23.7%). C finished in 0.8s. ETA: 1m 4s. Rate: 339.45 forecasts/min
[2025-11-16T05:00:52.887071] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:52.895115] [DEBUG] [REMOTE    ] BRT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:52.896304] [DEBUG] [LOCAL     ] Loaded configuration for BRT: 3 features, N/A% accuracy
[2025-11-16T05:00:52.896429] [INFO ] [LOCAL     ] BRT: Loaded 3 optimal features with 48.94% confidence from JSON config
[2025-11-16T05:00:52.896526] [DEBUG] [MAG       ] Building data for symbol: BRT with lookback: 0
[2025-11-16T05:00:52.897405] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:52.897537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:52.902397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:00:52.903682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:52.905449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:53.001327] [DEBUG] [MAG       ] CLW: Last date is validated at 2025-11-14
[2025-11-16T05:00:53.019714] [DEBUG] [MAG       ] THQ: Last date is validated at 2025-11-14
[2025-11-16T05:00:53.036894] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-11-16T05:00:53.037177] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=61.7785%)
[2025-11-16T05:00:53.037419] [INFO ] [main      ] Fetching symbol history for OPAD...
[2025-11-16T05:00:53.037532] [DEBUG] [REMOTE    ] OPAD: Fetching historical data.
[2025-11-16T05:00:53.039773] [INFO ] [main      ] Progress: 113/472 forecasts completed (23.9%). GD finished in 0.7s. ETA: 1m 3s. Rate: 339.79 forecasts/min
[2025-11-16T05:00:53.050169] [DEBUG] [REMOTE    ] OPAD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:53.051388] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 5 features, N/A% accuracy
[2025-11-16T05:00:53.051514] [INFO ] [LOCAL     ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config
[2025-11-16T05:00:53.051669] [DEBUG] [MAG       ] Building data for symbol: OPAD with lookback: 0
[2025-11-16T05:00:53.052635] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:53.052798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:53.057957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:53.059891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:53.060492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:53.060998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:53.118257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:53.175433] [DEBUG] [MAG       ] CLW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:53.191222] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:53.240510] [DEBUG] [MAG       ] BRT: Last date is validated at 2025-11-14
[2025-11-16T05:00:53.265131] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2025-11-16T05:00:53.265404] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=55.025%)
[2025-11-16T05:00:53.265891] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-11-16T05:00:53.266031] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-11-16T05:00:53.266769] [INFO ] [main      ] Progress: 114/472 forecasts completed (24.2%). THQ finished in 0.7s. ETA: 1m 3s. Rate: 338.94 forecasts/min
[2025-11-16T05:00:53.279576] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:53.280669] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-11-16T05:00:53.280797] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-11-16T05:00:53.280897] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-11-16T05:00:53.281896] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:53.282010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:53.283909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:53.284513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:53.285011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:00:53.286520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:00:53.288886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:00:53.291306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:53.309540] [INFO ] [LOCAL     ] CLW: Saved forecast.
[2025-11-16T05:00:53.309909] [INFO ] [main      ] CLW: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=60.2981%)
[2025-11-16T05:00:53.310224] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-11-16T05:00:53.310355] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-11-16T05:00:53.311754] [INFO ] [main      ] Progress: 115/472 forecasts completed (24.4%). CLW finished in 0.7s. ETA: 1m 3s. Rate: 341.15 forecasts/min
[2025-11-16T05:00:53.324868] [DEBUG] [REMOTE    ] GIS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:53.326350] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-11-16T05:00:53.326479] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-11-16T05:00:53.326577] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-11-16T05:00:53.327525] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:00:53.409287] [DEBUG] [MAG       ] BRT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:53.479523] [DEBUG] [MAG       ] OPAD: Last date is validated at 2025-11-14
[2025-11-16T05:00:53.480164] [INFO ] [LOCAL     ] BRT: Saved forecast.
[2025-11-16T05:00:53.480301] [INFO ] [main      ] BRT: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=48.9371%)
[2025-11-16T05:00:53.480721] [INFO ] [main      ] Progress: 116/472 forecasts completed (24.6%). BRT finished in 0.6s. ETA: 1m 3s. Rate: 341.26 forecasts/min
[2025-11-16T05:00:53.480879] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-11-16T05:00:53.480941] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-11-16T05:00:53.494984] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:53.495964] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-11-16T05:00:53.496063] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-11-16T05:00:53.496116] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-11-16T05:00:53.497038] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-11-16T05:00:53.497136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:53.502463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:53.504355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:53.504944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:53.505379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:00:53.525679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:00:53.527095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:53.527849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:00:53.529696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:00:53.530853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:00:53.531751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:00:53.533505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:00:53.534887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:00:53.537210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:53.647752] [DEBUG] [MAG       ] OPAD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:53.654595] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-11-14
[2025-11-16T05:00:53.721807] [INFO ] [LOCAL     ] OPAD: Saved forecast.
[2025-11-16T05:00:53.722070] [INFO ] [main      ] OPAD: Signal=1 (Conf=90.0%), Magnitude=-5.09% (Conf=48.7343%)
[2025-11-16T05:00:53.722303] [INFO ] [main      ] Fetching symbol history for S...
[2025-11-16T05:00:53.722413] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-11-16T05:00:53.722976] [INFO ] [main      ] Progress: 117/472 forecasts completed (24.8%). OPAD finished in 0.7s. ETA: 1m 3s. Rate: 340.17 forecasts/min
[2025-11-16T05:00:53.734097] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-11-14
[2025-11-16T05:00:53.735492] [DEBUG] [REMOTE    ] S: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:53.736522] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-11-16T05:00:53.736594] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-11-16T05:00:53.736632] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-11-16T05:00:53.737481] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:53.737576] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:53.742569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:53.744483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:53.745020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:53.745494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:53.745927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:00:53.747004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:53.821593] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:53.886094] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-11-14
[2025-11-16T05:00:53.889894] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-11-16T05:00:53.890071] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=64.7029%)
[2025-11-16T05:00:53.890488] [INFO ] [main      ] Fetching symbol history for CHPT...
[2025-11-16T05:00:53.890610] [DEBUG] [REMOTE    ] CHPT: Fetching historical data.
[2025-11-16T05:00:53.890742] [INFO ] [main      ] Progress: 118/472 forecasts completed (25.0%). UNMA finished in 0.6s. ETA: 1m 2s. Rate: 340.31 forecasts/min
[2025-11-16T05:00:53.902814] [DEBUG] [REMOTE    ] CHPT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:53.904091] [DEBUG] [LOCAL     ] Loaded configuration for CHPT: 5 features, N/A% accuracy
[2025-11-16T05:00:53.904214] [INFO ] [LOCAL     ] CHPT: Loaded 5 optimal features with 50.29% confidence from JSON config
[2025-11-16T05:00:53.904310] [DEBUG] [MAG       ] Building data for symbol: CHPT with lookback: 0
[2025-11-16T05:00:53.905193] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:53.905326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:53.910157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:53.911082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:00:53.911779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:00:53.913392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:00:53.916224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:53.923367] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:54.034816] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-11-16T05:00:54.035121] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=54.4664%)
[2025-11-16T05:00:54.035405] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-11-16T05:00:54.035523] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-11-16T05:00:54.036747] [INFO ] [main      ] Progress: 119/472 forecasts completed (25.2%). GIS finished in 0.7s. ETA: 1m 2s. Rate: 340.80 forecasts/min
[2025-11-16T05:00:54.050698] [DEBUG] [REMOTE    ] DEI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:54.052336] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-11-16T05:00:54.052496] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-11-16T05:00:54.052598] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-11-16T05:00:54.053935] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:54.054109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:54.055236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:54.061230] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:54.090337] [DEBUG] [MAG       ] S: Last date is validated at 2025-11-14
[2025-11-16T05:00:54.185047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:00:54.186360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:00:54.187620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:54.223186] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-11-16T05:00:54.223280] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.5386%)
[2025-11-16T05:00:54.223612] [INFO ] [main      ] Fetching symbol history for CWT...
[2025-11-16T05:00:54.223687] [DEBUG] [REMOTE    ] CWT: Fetching historical data.
[2025-11-16T05:00:54.224627] [INFO ] [main      ] Progress: 120/472 forecasts completed (25.4%). SWZ finished in 0.7s. ETA: 1m 2s. Rate: 340.61 forecasts/min
[2025-11-16T05:00:54.236634] [DEBUG] [REMOTE    ] CWT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:54.237614] [DEBUG] [LOCAL     ] Loaded configuration for CWT: 3 features, N/A% accuracy
[2025-11-16T05:00:54.237701] [INFO ] [LOCAL     ] CWT: Loaded 3 optimal features with 52.35% confidence from JSON config
[2025-11-16T05:00:54.237739] [DEBUG] [MAG       ] Building data for symbol: CWT with lookback: 0
[2025-11-16T05:00:54.238507] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:54.238582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:54.243798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:54.245515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:00:54.261147] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:54.261417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:54.266476] [DEBUG] [MAG       ] CHPT: Last date is validated at 2025-11-14
[2025-11-16T05:00:54.351196] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-11-16T05:00:54.351457] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=63.3835%)
[2025-11-16T05:00:54.351713] [INFO ] [main      ] Fetching symbol history for AFGB...
[2025-11-16T05:00:54.351825] [DEBUG] [REMOTE    ] AFGB: Fetching historical data.
[2025-11-16T05:00:54.354742] [INFO ] [main      ] Progress: 121/472 forecasts completed (25.6%). S finished in 0.6s. ETA: 1m 2s. Rate: 341.35 forecasts/min
[2025-11-16T05:00:54.363404] [DEBUG] [REMOTE    ] AFGB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:54.364669] [DEBUG] [LOCAL     ] Loaded configuration for AFGB: 9 features, N/A% accuracy
[2025-11-16T05:00:54.364790] [INFO ] [LOCAL     ] AFGB: Loaded 9 optimal features with 43.20% confidence from JSON config
[2025-11-16T05:00:54.364886] [DEBUG] [MAG       ] Building data for symbol: AFGB with lookback: 0
[2025-11-16T05:00:54.365779] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:00:54.365912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:54.370795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:54.372619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:54.373248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:54.373794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:54.374266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:54.424472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:00:54.426269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:00:54.427993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:00:54.429221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:54.440161] [DEBUG] [MAG       ] CHPT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:54.524664] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-11-14
[2025-11-16T05:00:54.555755] [INFO ] [LOCAL     ] CHPT: Saved forecast.
[2025-11-16T05:00:54.556037] [INFO ] [main      ] CHPT: Signal=1 (Conf=90.0%), Magnitude=-11.13% (Conf=50.2927%)
[2025-11-16T05:00:54.556521] [INFO ] [main      ] Progress: 122/472 forecasts completed (25.8%). CHPT finished in 0.7s. ETA: 1m 2s. Rate: 340.93 forecasts/min
[2025-11-16T05:00:54.556745] [INFO ] [main      ] Fetching symbol history for EMN...
[2025-11-16T05:00:54.556854] [DEBUG] [REMOTE    ] EMN: Fetching historical data.
[2025-11-16T05:00:54.569484] [DEBUG] [REMOTE    ] EMN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:54.570817] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 4 features, N/A% accuracy
[2025-11-16T05:00:54.570945] [INFO ] [LOCAL     ] EMN: Loaded 4 optimal features with 54.55% confidence from JSON config
[2025-11-16T05:00:54.571046] [DEBUG] [MAG       ] Building data for symbol: EMN with lookback: 0
[2025-11-16T05:00:54.571981] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:54.572115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:54.577204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:54.579161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:54.579762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:54.580255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:54.591454] [DEBUG] [MAG       ] CWT: Last date is validated at 2025-11-14
[2025-11-16T05:00:54.697781] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:54.761046] [DEBUG] [MAG       ] CWT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:54.763753] [DEBUG] [MAG       ] AFGB: Last date is validated at 2025-11-14
[2025-11-16T05:00:54.776424] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-11-16T05:00:54.776716] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=1.81% (Conf=59.2048%)
[2025-11-16T05:00:54.777244] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-11-16T05:00:54.777360] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-11-16T05:00:54.777753] [INFO ] [main      ] Progress: 123/472 forecasts completed (26.1%). DEI finished in 0.7s. ETA: 1m 2s. Rate: 340.22 forecasts/min
[2025-11-16T05:00:54.791431] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:54.792581] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-11-16T05:00:54.792678] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-11-16T05:00:54.792784] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-11-16T05:00:54.793703] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:54.793788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:54.795549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:54.796180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:54.796695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:54.797107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:54.861914] [INFO ] [LOCAL     ] CWT: Saved forecast.
[2025-11-16T05:00:54.862150] [INFO ] [main      ] CWT: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=52.3488%)
[2025-11-16T05:00:54.862616] [INFO ] [main      ] Fetching symbol history for RKT...
[2025-11-16T05:00:54.862750] [DEBUG] [REMOTE    ] RKT: Fetching historical data.
[2025-11-16T05:00:54.862720] [INFO ] [main      ] Progress: 124/472 forecasts completed (26.3%). CWT finished in 0.6s. ETA: 1m 1s. Rate: 341.65 forecasts/min
[2025-11-16T05:00:54.875618] [DEBUG] [REMOTE    ] RKT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:54.876818] [DEBUG] [LOCAL     ] Loaded configuration for RKT: 3 features, N/A% accuracy
[2025-11-16T05:00:54.876885] [INFO ] [LOCAL     ] RKT: Loaded 3 optimal features with 50.48% confidence from JSON config
[2025-11-16T05:00:54.876922] [DEBUG] [MAG       ] Building data for symbol: RKT with lookback: 0
[2025-11-16T05:00:54.877754] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:54.877844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:54.878761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:54.881250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:00:54.882327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:54.917706] [DEBUG] [MAG       ] EMN: Last date is validated at 2025-11-14
[2025-11-16T05:00:54.922514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:54.923851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:00:54.925629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:54.934624] [DEBUG] [MAG       ] AFGB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:55.001411] [INFO ] [LOCAL     ] AFGB: Saved forecast.
[2025-11-16T05:00:55.001548] [INFO ] [main      ] AFGB: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=43.2033%)
[2025-11-16T05:00:55.001771] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-11-16T05:00:55.001839] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-11-16T05:00:55.002762] [INFO ] [main      ] Progress: 125/472 forecasts completed (26.5%). AFGB finished in 0.6s. ETA: 1m 1s. Rate: 342.20 forecasts/min
[2025-11-16T05:00:55.014859] [DEBUG] [REMOTE    ] MOD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:55.015978] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-11-16T05:00:55.016102] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-11-16T05:00:55.016197] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-11-16T05:00:55.017092] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:55.017222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:55.022127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:55.023067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:55.098968] [DEBUG] [MAG       ] EMN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:55.215493] [INFO ] [LOCAL     ] EMN: Saved forecast.
[2025-11-16T05:00:55.215766] [INFO ] [main      ] EMN: Signal=1 (Conf=90.0%), Magnitude=-2.78% (Conf=54.5505%)
[2025-11-16T05:00:55.215998] [INFO ] [main      ] Fetching symbol history for BRC...
[2025-11-16T05:00:55.216109] [DEBUG] [REMOTE    ] BRC: Fetching historical data.
[2025-11-16T05:00:55.216976] [INFO ] [main      ] Progress: 126/472 forecasts completed (26.7%). EMN finished in 0.7s. ETA: 1m 1s. Rate: 341.60 forecasts/min
[2025-11-16T05:00:55.224321] [DEBUG] [MAG       ] RKT: Last date is validated at 2025-11-14
[2025-11-16T05:00:55.229210] [DEBUG] [REMOTE    ] BRC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:55.230291] [DEBUG] [LOCAL     ] Loaded configuration for BRC: 4 features, N/A% accuracy
[2025-11-16T05:00:55.230357] [INFO ] [LOCAL     ] BRC: Loaded 4 optimal features with 45.67% confidence from JSON config
[2025-11-16T05:00:55.230404] [DEBUG] [MAG       ] Building data for symbol: BRC with lookback: 0
[2025-11-16T05:00:55.231190] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:55.231259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:55.236076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:55.237872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:55.264298] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-11-14
[2025-11-16T05:00:55.281877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:55.282890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:55.359137] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-11-14
[2025-11-16T05:00:55.390158] [DEBUG] [MAG       ] RKT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:55.434533] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:55.480515] [INFO ] [LOCAL     ] RKT: Saved forecast.
[2025-11-16T05:00:55.480802] [INFO ] [main      ] RKT: Signal=1 (Conf=90.0%), Magnitude=6.00% (Conf=50.4844%)
[2025-11-16T05:00:55.481261] [INFO ] [main      ] Progress: 127/472 forecasts completed (26.9%). RKT finished in 0.6s. ETA: 1m 1s. Rate: 340.25 forecasts/min
[2025-11-16T05:00:55.481457] [INFO ] [main      ] Fetching symbol history for PSN...
[2025-11-16T05:00:55.481560] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2025-11-16T05:00:55.494325] [DEBUG] [REMOTE    ] PSN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:55.495741] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2025-11-16T05:00:55.495879] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2025-11-16T05:00:55.495977] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2025-11-16T05:00:55.496915] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:55.497049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:55.498055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:55.498967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:00:55.500071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:00:55.502146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:55.528788] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:55.568871] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-11-16T05:00:55.569105] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=50.2566%)
[2025-11-16T05:00:55.569663] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-11-16T05:00:55.569693] [INFO ] [main      ] Progress: 128/472 forecasts completed (27.1%). ZBH finished in 0.8s. ETA: 1m 0s. Rate: 341.58 forecasts/min
[2025-11-16T05:00:55.569762] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-11-16T05:00:55.582120] [DEBUG] [REMOTE    ] SNN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:55.583202] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-11-16T05:00:55.583275] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-11-16T05:00:55.583315] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-11-16T05:00:55.584145] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:55.584224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:55.589212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:55.618039] [DEBUG] [MAG       ] BRC: Last date is validated at 2025-11-14
[2025-11-16T05:00:55.638315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:55.639454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:55.640158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:00:55.642103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:00:55.644237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:00:55.645022] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:55.681276] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-11-16T05:00:55.681375] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=5.49% (Conf=41.4009%)
[2025-11-16T05:00:55.681547] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-11-16T05:00:55.681599] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-11-16T05:00:55.682700] [INFO ] [main      ] Progress: 129/472 forecasts completed (27.3%). MOD finished in 0.7s. ETA: 1m 0s. Rate: 342.53 forecasts/min
[2025-11-16T05:00:55.694551] [DEBUG] [REMOTE    ] DHX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:55.695672] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-11-16T05:00:55.695762] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-11-16T05:00:55.695813] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-11-16T05:00:55.696689] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:55.696775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:55.700872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:55.701536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:00:55.704524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:00:55.707616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:00:55.729008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:00:55.732099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:55.788826] [DEBUG] [MAG       ] BRC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:55.840981] [DEBUG] [MAG       ] PSN: Last date is validated at 2025-11-14
[2025-11-16T05:00:55.894304] [INFO ] [LOCAL     ] BRC: Saved forecast.
[2025-11-16T05:00:55.894574] [INFO ] [main      ] BRC: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=45.6662%)
[2025-11-16T05:00:55.895029] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-11-16T05:00:55.895145] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-11-16T05:00:55.895753] [INFO ] [main      ] Progress: 130/472 forecasts completed (27.5%). BRC finished in 0.7s. ETA: 1m 0s. Rate: 341.96 forecasts/min
[2025-11-16T05:00:55.908507] [DEBUG] [REMOTE    ] NNI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:55.909954] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-11-16T05:00:55.910079] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-11-16T05:00:55.910180] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-11-16T05:00:55.911098] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:55.911230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:55.916154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:55.918085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:55.918719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:55.919234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:55.919725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:00:55.920991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:55.921707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:55.992949] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-11-14
[2025-11-16T05:00:56.009235] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:56.072285] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-11-14
[2025-11-16T05:00:56.149562] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2025-11-16T05:00:56.149713] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=61.672%)
[2025-11-16T05:00:56.150244] [INFO ] [main      ] Progress: 131/472 forecasts completed (27.8%). PSN finished in 0.7s. ETA: 1m 0s. Rate: 340.79 forecasts/min
[2025-11-16T05:00:56.150433] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-11-16T05:00:56.150552] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-11-16T05:00:56.162739] [DEBUG] [REMOTE    ] MEI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:56.163793] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-11-16T05:00:56.163919] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-11-16T05:00:56.164018] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-11-16T05:00:56.164971] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:56.165105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:00:56.167220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:56.169220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:56.169811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:00:56.170188] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:56.171011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:00:56.173238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:56.244112] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:56.254266] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-11-14
[2025-11-16T05:00:56.275656] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-11-16T05:00:56.275893] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=38.7013%)
[2025-11-16T05:00:56.276129] [INFO ] [main      ] Fetching symbol history for CFR...
[2025-11-16T05:00:56.276250] [DEBUG] [REMOTE    ] CFR: Fetching historical data.
[2025-11-16T05:00:56.276532] [INFO ] [main      ] Progress: 132/472 forecasts completed (28.0%). SNN finished in 0.7s. ETA: 59.7s. Rate: 341.52 forecasts/min
[2025-11-16T05:00:56.289565] [DEBUG] [REMOTE    ] CFR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:56.290819] [DEBUG] [LOCAL     ] Loaded configuration for CFR: 1 features, N/A% accuracy
[2025-11-16T05:00:56.290943] [INFO ] [LOCAL     ] CFR: Loaded 1 optimal features with 62.71% confidence from JSON config
[2025-11-16T05:00:56.291040] [DEBUG] [MAG       ] Building data for symbol: CFR with lookback: 0
[2025-11-16T05:00:56.291895] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:00:56.292042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:56.296943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:56.318152] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-11-16T05:00:56.318419] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-2.14% (Conf=44.3582%)
[2025-11-16T05:00:56.318686] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-11-16T05:00:56.318807] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-11-16T05:00:56.321403] [INFO ] [main      ] Progress: 133/472 forecasts completed (28.2%). DHX finished in 0.6s. ETA: 59.2s. Rate: 343.44 forecasts/min
[2025-11-16T05:00:56.331352] [DEBUG] [REMOTE    ] TDF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:56.332663] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-11-16T05:00:56.332789] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-11-16T05:00:56.332888] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-11-16T05:00:56.333788] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:56.333923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:56.339162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:56.341272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:56.341942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:56.342423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:00:56.346854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:00:56.349405] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:56.420801] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:56.517176] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-11-14
[2025-11-16T05:00:56.548117] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-11-16T05:00:56.548365] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=59.3173%)
[2025-11-16T05:00:56.548604] [INFO ] [main      ] Fetching symbol history for PPL...
[2025-11-16T05:00:56.548942] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2025-11-16T05:00:56.549752] [INFO ] [main      ] Progress: 134/472 forecasts completed (28.4%). NNI finished in 0.7s. ETA: 59.2s. Rate: 342.66 forecasts/min
[2025-11-16T05:00:56.560976] [DEBUG] [REMOTE    ] PPL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:56.562357] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2025-11-16T05:00:56.562484] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2025-11-16T05:00:56.562583] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2025-11-16T05:00:56.563451] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:00:56.563586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:56.568456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:56.570317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:56.570900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:56.571371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:56.572301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:56.574711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:56.648579] [DEBUG] [MAG       ] CFR: Last date is validated at 2025-11-14
[2025-11-16T05:00:56.688142] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-11-14
[2025-11-16T05:00:56.691258] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:56.697331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:00:56.698565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:56.783304] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-11-16T05:00:56.783577] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=64.7936%)
[2025-11-16T05:00:56.783829] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-11-16T05:00:56.784103] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-11-16T05:00:56.785112] [INFO ] [main      ] Progress: 135/472 forecasts completed (28.6%). MEI finished in 0.6s. ETA: 59.2s. Rate: 341.78 forecasts/min
[2025-11-16T05:00:56.797250] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:56.798342] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-11-16T05:00:56.798467] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-11-16T05:00:56.798584] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-11-16T05:00:56.799431] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:56.799563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:56.801327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:56.801938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:56.802416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:56.803254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:56.814019] [DEBUG] [MAG       ] CFR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:56.861612] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:56.931517] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-11-16T05:00:56.931797] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=67.98%)
[2025-11-16T05:00:56.932028] [INFO ] [main      ] Fetching symbol history for NET...
[2025-11-16T05:00:56.932141] [DEBUG] [REMOTE    ] NET: Fetching historical data.
[2025-11-16T05:00:56.932950] [INFO ] [main      ] Progress: 136/472 forecasts completed (28.8%). TDF finished in 0.6s. ETA: 58.9s. Rate: 342.18 forecasts/min
[2025-11-16T05:00:56.940708] [INFO ] [LOCAL     ] CFR: Saved forecast.
[2025-11-16T05:00:56.940924] [INFO ] [main      ] CFR: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=62.712%)
[2025-11-16T05:00:56.941141] [INFO ] [main      ] Fetching symbol history for CRT...
[2025-11-16T05:00:56.941259] [DEBUG] [REMOTE    ] CRT: Fetching historical data.
[2025-11-16T05:00:56.941402] [INFO ] [main      ] Progress: 137/472 forecasts completed (29.0%). CFR finished in 0.7s. ETA: 58.3s. Rate: 344.58 forecasts/min
[2025-11-16T05:00:56.945027] [DEBUG] [REMOTE    ] NET: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:56.946476] [DEBUG] [LOCAL     ] Loaded configuration for NET: 5 features, N/A% accuracy
[2025-11-16T05:00:56.946634] [INFO ] [LOCAL     ] NET: Loaded 5 optimal features with 44.18% confidence from JSON config
[2025-11-16T05:00:56.946767] [DEBUG] [MAG       ] Building data for symbol: NET with lookback: 0
[2025-11-16T05:00:56.947811] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:56.947957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:56.948912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:56.953455] [DEBUG] [REMOTE    ] CRT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:56.954712] [DEBUG] [LOCAL     ] Loaded configuration for CRT: 4 features, N/A% accuracy
[2025-11-16T05:00:56.954834] [INFO ] [LOCAL     ] CRT: Loaded 4 optimal features with 53.04% confidence from JSON config
[2025-11-16T05:00:56.954931] [DEBUG] [MAG       ] Building data for symbol: CRT with lookback: 0
[2025-11-16T05:00:56.955770] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:56.955901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:56.960761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:56.961568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:57.029252] [DEBUG] [MAG       ] PPL: Last date is validated at 2025-11-14
[2025-11-16T05:00:57.080254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:00:57.081722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:00:57.084337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:00:57.086232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:00:57.086737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:57.088431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:57.142572] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-11-14
[2025-11-16T05:00:57.193861] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:57.281460] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2025-11-16T05:00:57.281766] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=51.1453%)
[2025-11-16T05:00:57.282217] [INFO ] [main      ] Fetching symbol history for BTE...
[2025-11-16T05:00:57.282335] [DEBUG] [REMOTE    ] BTE: Fetching historical data.
[2025-11-16T05:00:57.282751] [INFO ] [main      ] Progress: 138/472 forecasts completed (29.2%). PPL finished in 0.7s. ETA: 58.6s. Rate: 342.19 forecasts/min
[2025-11-16T05:00:57.294384] [DEBUG] [REMOTE    ] BTE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:57.295600] [DEBUG] [LOCAL     ] Loaded configuration for BTE: 1 features, N/A% accuracy
[2025-11-16T05:00:57.295739] [INFO ] [LOCAL     ] BTE: Loaded 1 optimal features with 58.45% confidence from JSON config
[2025-11-16T05:00:57.295843] [DEBUG] [MAG       ] Building data for symbol: BTE with lookback: 0
[2025-11-16T05:00:57.296734] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:00:57.296864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:57.297675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:57.316787] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:57.422319] [DEBUG] [MAG       ] CRT: Last date is validated at 2025-11-14
[2025-11-16T05:00:57.432080] [DEBUG] [MAG       ] NET: Last date is validated at 2025-11-14
[2025-11-16T05:00:57.437491] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-11-16T05:00:57.437740] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=58.5696%)
[2025-11-16T05:00:57.438153] [INFO ] [main      ] Progress: 139/472 forecasts completed (29.4%). FBIN finished in 0.7s. ETA: 58.3s. Rate: 342.47 forecasts/min
[2025-11-16T05:00:57.438411] [INFO ] [main      ] Fetching symbol history for UNP...
[2025-11-16T05:00:57.438558] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2025-11-16T05:00:57.451430] [DEBUG] [REMOTE    ] UNP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:57.452843] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2025-11-16T05:00:57.452970] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2025-11-16T05:00:57.453070] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2025-11-16T05:00:57.453987] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:00:57.454128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:57.459138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:57.461020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:57.461529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:57.462061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:57.462531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:57.464950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:00:57.466261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:00:57.469162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:00:57.470610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:57.590210] [DEBUG] [MAG       ] CRT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:57.598507] [DEBUG] [MAG       ] NET: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:57.624047] [DEBUG] [MAG       ] BTE: Last date is validated at 2025-11-14
[2025-11-16T05:00:57.665537] [INFO ] [LOCAL     ] CRT: Saved forecast.
[2025-11-16T05:00:57.665906] [INFO ] [main      ] CRT: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=53.0352%)
[2025-11-16T05:00:57.666366] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-11-16T05:00:57.666437] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-11-16T05:00:57.666758] [INFO ] [main      ] Progress: 140/472 forecasts completed (29.7%). CRT finished in 0.7s. ETA: 58.3s. Rate: 341.73 forecasts/min
[2025-11-16T05:00:57.678527] [DEBUG] [REMOTE    ] TRC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:57.679734] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-11-16T05:00:57.679854] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-11-16T05:00:57.679950] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-11-16T05:00:57.680797] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:00:57.680927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:57.682676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:57.683267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:57.683702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:57.684711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:00:57.685395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:00:57.687434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:00:57.690291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:57.745347] [INFO ] [LOCAL     ] NET: Saved forecast.
[2025-11-16T05:00:57.745633] [INFO ] [main      ] NET: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=44.178%)
[2025-11-16T05:00:57.745895] [INFO ] [main      ] Fetching symbol history for AWP...
[2025-11-16T05:00:57.746009] [DEBUG] [REMOTE    ] AWP: Fetching historical data.
[2025-11-16T05:00:57.748010] [INFO ] [main      ] Progress: 141/472 forecasts completed (29.9%). NET finished in 0.8s. ETA: 57.9s. Rate: 343.04 forecasts/min
[2025-11-16T05:00:57.758584] [DEBUG] [REMOTE    ] AWP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:57.759679] [DEBUG] [LOCAL     ] Loaded configuration for AWP: 2 features, N/A% accuracy
[2025-11-16T05:00:57.759805] [INFO ] [LOCAL     ] AWP: Loaded 2 optimal features with 39.34% confidence from JSON config
[2025-11-16T05:00:57.759914] [DEBUG] [MAG       ] Building data for symbol: AWP with lookback: 0
[2025-11-16T05:00:57.760819] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:57.760952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:57.761810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:00:57.763494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:57.788396] [DEBUG] [MAG       ] BTE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:57.807591] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-11-14
[2025-11-16T05:00:57.845192] [INFO ] [LOCAL     ] BTE: Saved forecast.
[2025-11-16T05:00:57.845434] [INFO ] [main      ] BTE: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=58.4512%)
[2025-11-16T05:00:57.845870] [INFO ] [main      ] Fetching symbol history for AWR...
[2025-11-16T05:00:57.845984] [DEBUG] [REMOTE    ] AWR: Fetching historical data.
[2025-11-16T05:00:57.846753] [INFO ] [main      ] Progress: 142/472 forecasts completed (30.1%). BTE finished in 0.6s. ETA: 57.5s. Rate: 344.09 forecasts/min
[2025-11-16T05:00:57.857806] [DEBUG] [REMOTE    ] AWR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:57.858939] [DEBUG] [LOCAL     ] Loaded configuration for AWR: 8 features, N/A% accuracy
[2025-11-16T05:00:57.859061] [INFO ] [LOCAL     ] AWR: Loaded 8 optimal features with 56.67% confidence from JSON config
[2025-11-16T05:00:57.859160] [DEBUG] [MAG       ] Building data for symbol: AWR with lookback: 0
[2025-11-16T05:00:57.860015] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:00:57.860147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:57.864959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:57.866832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:00:57.867390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:00:57.868339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:00:57.869173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:00:57.871851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:00:57.874066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:00:57.875466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:57.980991] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:58.022098] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-11-14
[2025-11-16T05:00:58.104094] [DEBUG] [MAG       ] AWP: Last date is validated at 2025-11-14
[2025-11-16T05:00:58.127669] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2025-11-16T05:00:58.127911] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=69.8631%)
[2025-11-16T05:00:58.128375] [INFO ] [main      ] Progress: 143/472 forecasts completed (30.3%). UNP finished in 0.7s. ETA: 57.6s. Rate: 342.62 forecasts/min
[2025-11-16T05:00:58.128674] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-11-16T05:00:58.128781] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-11-16T05:00:58.144474] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:58.145631] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-11-16T05:00:58.145781] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-11-16T05:00:58.145883] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-11-16T05:00:58.146831] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:00:58.146967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:58.152708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:58.154801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:58.155387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:58.155931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:58.156782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:58.157719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:58.187751] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:58.201894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:00:58.206280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:00:58.206583] [DEBUG] [MAG       ] AWR: Last date is validated at 2025-11-14
[2025-11-16T05:00:58.207051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:00:58.207787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:58.269330] [DEBUG] [MAG       ] AWP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:58.270011] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-11-16T05:00:58.270159] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=64.291%)
[2025-11-16T05:00:58.270384] [INFO ] [main      ] Fetching symbol history for VBF...
[2025-11-16T05:00:58.270494] [DEBUG] [REMOTE    ] VBF: Fetching historical data.
[2025-11-16T05:00:58.270808] [INFO ] [main      ] Progress: 144/472 forecasts completed (30.5%). TRC finished in 0.6s. ETA: 57.4s. Rate: 343.06 forecasts/min
[2025-11-16T05:00:58.282535] [DEBUG] [REMOTE    ] VBF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:58.283724] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 6 features, N/A% accuracy
[2025-11-16T05:00:58.283791] [INFO ] [LOCAL     ] VBF: Loaded 6 optimal features with 50.94% confidence from JSON config
[2025-11-16T05:00:58.283829] [DEBUG] [MAG       ] Building data for symbol: VBF with lookback: 0
[2025-11-16T05:00:58.284588] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:00:58.284677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:58.289494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:58.329500] [INFO ] [LOCAL     ] AWP: Saved forecast.
[2025-11-16T05:00:58.329596] [INFO ] [main      ] AWP: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=39.3361%)
[2025-11-16T05:00:58.329787] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-11-16T05:00:58.329867] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-11-16T05:00:58.331000] [INFO ] [main      ] Progress: 145/472 forecasts completed (30.7%). AWP finished in 0.6s. ETA: 56.9s. Rate: 344.62 forecasts/min
[2025-11-16T05:00:58.333607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:58.342528] [DEBUG] [REMOTE    ] NTB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:58.343418] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-11-16T05:00:58.343491] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-11-16T05:00:58.343529] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-11-16T05:00:58.344310] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:58.344384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:58.349141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:00:58.351562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:58.373425] [DEBUG] [MAG       ] AWR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:58.387955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:00:58.472279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:00:58.474177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:00:58.474984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:58.481918] [INFO ] [LOCAL     ] AWR: Saved forecast.
[2025-11-16T05:00:58.482119] [INFO ] [main      ] AWR: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=56.6743%)
[2025-11-16T05:00:58.482356] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-11-16T05:00:58.482465] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-11-16T05:00:58.483019] [INFO ] [main      ] Progress: 146/472 forecasts completed (30.9%). AWR finished in 0.6s. ETA: 56.7s. Rate: 344.92 forecasts/min
[2025-11-16T05:00:58.495734] [DEBUG] [REMOTE    ] TBI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:58.496714] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-11-16T05:00:58.496836] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-11-16T05:00:58.496932] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-11-16T05:00:58.497806] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:00:58.543155] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-11-14
[2025-11-16T05:00:58.684334] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-11-14
[2025-11-16T05:00:58.709005] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:58.794597] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-11-16T05:00:58.794904] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-1.72% (Conf=48.6359%)
[2025-11-16T05:00:58.795320] [INFO ] [main      ] Progress: 147/472 forecasts completed (31.1%). SMFG finished in 0.7s. ETA: 56.8s. Rate: 343.07 forecasts/min
[2025-11-16T05:00:58.795516] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-11-16T05:00:58.795628] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-11-16T05:00:58.807598] [DEBUG] [MAG       ] VBF: Last date is validated at 2025-11-14
[2025-11-16T05:00:58.808358] [DEBUG] [REMOTE    ] JLL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:58.809475] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-11-16T05:00:58.809601] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-11-16T05:00:58.809939] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-11-16T05:00:58.810845] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:58.810980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:58.815961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:58.816913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:00:58.819825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:58.829190] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-11-14
[2025-11-16T05:00:58.867744] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:58.958202] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-11-16T05:00:58.958447] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=47.8289%)
[2025-11-16T05:00:58.958697] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-11-16T05:00:58.958810] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-11-16T05:00:58.958978] [INFO ] [main      ] Progress: 148/472 forecasts completed (31.4%). NTB finished in 0.6s. ETA: 56.6s. Rate: 343.22 forecasts/min
[2025-11-16T05:00:58.971116] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:58.972413] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-11-16T05:00:58.972539] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-11-16T05:00:58.972637] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-11-16T05:00:58.973520] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:00:58.973608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:00:58.973354] [DEBUG] [MAG       ] VBF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:58.993928] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:59.018967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:59.037683] [INFO ] [LOCAL     ] VBF: Saved forecast.
[2025-11-16T05:00:59.037774] [INFO ] [main      ] VBF: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=50.9413%)
[2025-11-16T05:00:59.038146] [INFO ] [main      ] Fetching symbol history for AON...
[2025-11-16T05:00:59.038204] [DEBUG] [REMOTE    ] AON: Fetching historical data.
[2025-11-16T05:00:59.038753] [INFO ] [main      ] Progress: 149/472 forecasts completed (31.6%). VBF finished in 0.8s. ETA: 56.3s. Rate: 344.47 forecasts/min
[2025-11-16T05:00:59.050371] [DEBUG] [REMOTE    ] AON: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:59.051409] [DEBUG] [LOCAL     ] Loaded configuration for AON: 5 features, N/A% accuracy
[2025-11-16T05:00:59.051474] [INFO ] [LOCAL     ] AON: Loaded 5 optimal features with 66.18% confidence from JSON config
[2025-11-16T05:00:59.051511] [DEBUG] [MAG       ] Building data for symbol: AON with lookback: 0
[2025-11-16T05:00:59.052297] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:00:59.052372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:00:59.054065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:00:59.054586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:00:59.055014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:59.055916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:59.067573] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-11-16T05:00:59.067682] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=-5.12% (Conf=56.916%)
[2025-11-16T05:00:59.068113] [INFO ] [main      ] Fetching symbol history for DOCS...
[2025-11-16T05:00:59.068193] [DEBUG] [REMOTE    ] DOCS: Fetching historical data.
[2025-11-16T05:00:59.068809] [INFO ] [main      ] Progress: 150/472 forecasts completed (31.8%). TBI finished in 0.6s. ETA: 55.8s. Rate: 346.38 forecasts/min
[2025-11-16T05:00:59.083400] [DEBUG] [REMOTE    ] DOCS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:59.084436] [DEBUG] [LOCAL     ] Loaded configuration for DOCS: 3 features, N/A% accuracy
[2025-11-16T05:00:59.084518] [INFO ] [LOCAL     ] DOCS: Loaded 3 optimal features with 41.83% confidence from JSON config
[2025-11-16T05:00:59.084572] [DEBUG] [MAG       ] Building data for symbol: DOCS with lookback: 0
[2025-11-16T05:00:59.085393] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:59.085492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:59.090318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:59.091179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:00:59.093234] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:59.157284] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-11-14
[2025-11-16T05:00:59.178982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:59.327161] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:59.366687] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-11-14
[2025-11-16T05:00:59.422441] [DEBUG] [MAG       ] DOCS: Last date is validated at 2025-11-14
[2025-11-16T05:00:59.471471] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-11-16T05:00:59.471750] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=45.2981%)
[2025-11-16T05:00:59.471987] [INFO ] [main      ] Fetching symbol history for OVV...
[2025-11-16T05:00:59.472278] [DEBUG] [REMOTE    ] OVV: Fetching historical data.
[2025-11-16T05:00:59.473301] [INFO ] [main      ] Progress: 151/472 forecasts completed (32.0%). JLL finished in 0.7s. ETA: 56.1s. Rate: 343.35 forecasts/min
[2025-11-16T05:00:59.485903] [DEBUG] [REMOTE    ] OVV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:59.487382] [DEBUG] [LOCAL     ] Loaded configuration for OVV: 4 features, N/A% accuracy
[2025-11-16T05:00:59.487512] [INFO ] [LOCAL     ] OVV: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-11-16T05:00:59.487618] [DEBUG] [MAG       ] Building data for symbol: OVV with lookback: 0
[2025-11-16T05:00:59.488538] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:59.488694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:00:59.489495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:00:59.510373] [DEBUG] [MAG       ] AON: Last date is validated at 2025-11-14
[2025-11-16T05:00:59.537974] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:59.588938] [DEBUG] [MAG       ] DOCS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:59.616857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:59.632095] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-11-16T05:00:59.632365] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=48.7735%)
[2025-11-16T05:00:59.632601] [INFO ] [main      ] Fetching symbol history for BH...
[2025-11-16T05:00:59.632731] [DEBUG] [REMOTE    ] BH: Fetching historical data.
[2025-11-16T05:00:59.634597] [INFO ] [main      ] Progress: 152/472 forecasts completed (32.2%). HPQ finished in 0.7s. ETA: 55.9s. Rate: 343.52 forecasts/min
[2025-11-16T05:00:59.644998] [DEBUG] [REMOTE    ] BH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:59.646279] [DEBUG] [LOCAL     ] Loaded configuration for BH: 4 features, N/A% accuracy
[2025-11-16T05:00:59.646405] [INFO ] [LOCAL     ] BH: Loaded 4 optimal features with 40.87% confidence from JSON config
[2025-11-16T05:00:59.646504] [DEBUG] [MAG       ] Building data for symbol: BH with lookback: 0
[2025-11-16T05:00:59.647404] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:00:59.647575] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:59.652949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:59.654041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:00:59.656871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:00:59.658595] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:59.674548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:00:59.675780] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:59.679152] [DEBUG] [MAG       ] AON: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:00:59.731245] [INFO ] [LOCAL     ] DOCS: Saved forecast.
[2025-11-16T05:00:59.731484] [INFO ] [main      ] DOCS: Signal=1 (Conf=90.0%), Magnitude=2.08% (Conf=41.8275%)
[2025-11-16T05:00:59.731739] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-11-16T05:00:59.732082] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-11-16T05:00:59.733053] [INFO ] [main      ] Progress: 153/472 forecasts completed (32.4%). DOCS finished in 0.7s. ETA: 55.6s. Rate: 344.50 forecasts/min
[2025-11-16T05:00:59.745178] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:59.746375] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-11-16T05:00:59.746501] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-11-16T05:00:59.746601] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-11-16T05:00:59.747478] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:00:59.747613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:59.752445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:00:59.811984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:00:59.828745] [INFO ] [LOCAL     ] AON: Saved forecast.
[2025-11-16T05:00:59.828981] [INFO ] [main      ] AON: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=66.1787%)
[2025-11-16T05:00:59.829205] [INFO ] [main      ] Fetching symbol history for VFC...
[2025-11-16T05:00:59.829540] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2025-11-16T05:00:59.830724] [INFO ] [main      ] Progress: 154/472 forecasts completed (32.6%). AON finished in 0.8s. ETA: 55.2s. Rate: 345.49 forecasts/min
[2025-11-16T05:00:59.843405] [DEBUG] [REMOTE    ] VFC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:00:59.844516] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2025-11-16T05:00:59.844658] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2025-11-16T05:00:59.844758] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2025-11-16T05:00:59.845601] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:00:59.845754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:00:59.850519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:00:59.851537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:00:59.853260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:00.007177] [DEBUG] [MAG       ] OVV: Last date is validated at 2025-11-14
[2025-11-16T05:01:00.019830] [DEBUG] [MAG       ] BH: Last date is validated at 2025-11-14
[2025-11-16T05:01:00.142830] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-11-14
[2025-11-16T05:01:00.174102] [DEBUG] [MAG       ] OVV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:00.184021] [DEBUG] [MAG       ] VFC: Last date is validated at 2025-11-14
[2025-11-16T05:01:00.191523] [DEBUG] [MAG       ] BH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:00.279238] [INFO ] [LOCAL     ] OVV: Saved forecast.
[2025-11-16T05:01:00.279340] [INFO ] [main      ] OVV: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=53.7477%)
[2025-11-16T05:01:00.279541] [INFO ] [main      ] Fetching symbol history for CMG...
[2025-11-16T05:01:00.279839] [DEBUG] [REMOTE    ] CMG: Fetching historical data.
[2025-11-16T05:01:00.281734] [INFO ] [main      ] Progress: 155/472 forecasts completed (32.8%). OVV finished in 0.8s. ETA: 55.6s. Rate: 341.97 forecasts/min
[2025-11-16T05:01:00.292176] [DEBUG] [REMOTE    ] CMG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:00.293564] [DEBUG] [LOCAL     ] Loaded configuration for CMG: 2 features, N/A% accuracy
[2025-11-16T05:01:00.293712] [INFO ] [LOCAL     ] CMG: Loaded 2 optimal features with 51.98% confidence from JSON config
[2025-11-16T05:01:00.293810] [DEBUG] [MAG       ] Building data for symbol: CMG with lookback: 0
[2025-11-16T05:01:00.294701] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:00.294832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:00.299722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:00.301012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:00.310816] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:00.344099] [INFO ] [LOCAL     ] BH: Saved forecast.
[2025-11-16T05:01:00.344345] [INFO ] [main      ] BH: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=40.8669%)
[2025-11-16T05:01:00.344801] [INFO ] [main      ] Fetching symbol history for ASIX...
[2025-11-16T05:01:00.344996] [DEBUG] [REMOTE    ] ASIX: Fetching historical data.
[2025-11-16T05:01:00.345057] [INFO ] [main      ] Progress: 156/472 forecasts completed (33.1%). BH finished in 0.7s. ETA: 55.2s. Rate: 343.37 forecasts/min
[2025-11-16T05:01:00.358706] [DEBUG] [REMOTE    ] ASIX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:00.359633] [DEBUG] [LOCAL     ] Loaded configuration for ASIX: 4 features, N/A% accuracy
[2025-11-16T05:01:00.359776] [INFO ] [LOCAL     ] ASIX: Loaded 4 optimal features with 39.06% confidence from JSON config
[2025-11-16T05:01:00.359875] [DEBUG] [MAG       ] Building data for symbol: ASIX with lookback: 0
[2025-11-16T05:01:00.360807] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:00.360940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:00.362879] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:00.366091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:00.368259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:00.368866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:00.369707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:00.425155] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-11-16T05:01:00.425261] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=66.3005%)
[2025-11-16T05:01:00.425752] [INFO ] [main      ] Progress: 157/472 forecasts completed (33.3%). HSBC finished in 0.7s. ETA: 54.9s. Rate: 344.55 forecasts/min
[2025-11-16T05:01:00.426015] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-11-16T05:01:00.426070] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-11-16T05:01:00.439292] [DEBUG] [REMOTE    ] TPL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:00.440490] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-11-16T05:01:00.440579] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-11-16T05:01:00.440633] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-11-16T05:01:00.441782] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:00.441991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:00.444353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:00.445085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:00.445624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:00.446534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:00.458975] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2025-11-16T05:01:00.459205] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=-4.78% (Conf=42.5431%)
[2025-11-16T05:01:00.459656] [INFO ] [main      ] Fetching symbol history for WOLF...
[2025-11-16T05:01:00.459772] [DEBUG] [REMOTE    ] WOLF: Fetching historical data.
[2025-11-16T05:01:00.459845] [INFO ] [main      ] Progress: 158/472 forecasts completed (33.5%). VFC finished in 0.6s. ETA: 54.4s. Rate: 346.32 forecasts/min
[2025-11-16T05:01:00.471902] [DEBUG] [REMOTE    ] WOLF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:00.472867] [DEBUG] [LOCAL     ] Loaded configuration for WOLF: 6 features, N/A% accuracy
[2025-11-16T05:01:00.472994] [INFO ] [LOCAL     ] WOLF: Loaded 6 optimal features with 46.12% confidence from JSON config
[2025-11-16T05:01:00.473092] [DEBUG] [MAG       ] Building data for symbol: WOLF with lookback: 0
[2025-11-16T05:01:00.473942] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:00.474074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:00.478914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:00.479822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:00.482487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:00.483608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:01:00.484381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:01:00.485143] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:00.640863] [DEBUG] [MAG       ] CMG: Last date is validated at 2025-11-14
[2025-11-16T05:01:00.707487] [DEBUG] [MAG       ] ASIX: Last date is validated at 2025-11-14
[2025-11-16T05:01:00.800249] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-11-14
[2025-11-16T05:01:00.806944] [DEBUG] [MAG       ] CMG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:00.818280] [DEBUG] [MAG       ] WOLF: Last date is validated at 2025-11-14
[2025-11-16T05:01:00.879109] [DEBUG] [MAG       ] ASIX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:00.922630] [INFO ] [LOCAL     ] CMG: Saved forecast.
[2025-11-16T05:01:00.922921] [INFO ] [main      ] CMG: Signal=1 (Conf=90.0%), Magnitude=4.14% (Conf=51.9837%)
[2025-11-16T05:01:00.923151] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-11-16T05:01:00.923474] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-11-16T05:01:00.924753] [INFO ] [main      ] Progress: 159/472 forecasts completed (33.7%). CMG finished in 0.6s. ETA: 54.8s. Rate: 342.69 forecasts/min
[2025-11-16T05:01:00.936282] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:00.937516] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-11-16T05:01:00.937663] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-11-16T05:01:00.937778] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-11-16T05:01:00.938693] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:00.938830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:00.940697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:00.941306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:00.974967] [INFO ] [LOCAL     ] ASIX: Saved forecast.
[2025-11-16T05:01:00.975196] [INFO ] [main      ] ASIX: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=39.0635%)
[2025-11-16T05:01:00.975425] [INFO ] [main      ] Fetching symbol history for ASX...
[2025-11-16T05:01:00.975595] [DEBUG] [REMOTE    ] ASX: Fetching historical data.
[2025-11-16T05:01:00.975714] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:00.975977] [INFO ] [main      ] Progress: 160/472 forecasts completed (33.9%). ASIX finished in 0.6s. ETA: 54.4s. Rate: 344.21 forecasts/min
[2025-11-16T05:01:00.984989] [DEBUG] [MAG       ] WOLF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:00.988363] [DEBUG] [REMOTE    ] ASX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:00.989454] [DEBUG] [LOCAL     ] Loaded configuration for ASX: 8 features, N/A% accuracy
[2025-11-16T05:01:00.989626] [INFO ] [LOCAL     ] ASX: Loaded 8 optimal features with 56.46% confidence from JSON config
[2025-11-16T05:01:00.989750] [DEBUG] [MAG       ] Building data for symbol: ASX with lookback: 0
[2025-11-16T05:01:00.990575] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:00.990731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:00.992518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:00.993171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:00.993722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:00.996282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:00.997220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:00.998011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:01:00.999426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:01:01.005450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:01.068711] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:01.146416] [INFO ] [LOCAL     ] WOLF: Saved forecast.
[2025-11-16T05:01:01.146698] [INFO ] [main      ] WOLF: Signal=1 (Conf=90.0%), Magnitude=-4.27% (Conf=46.1189%)
[2025-11-16T05:01:01.147121] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-11-16T05:01:01.147237] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-11-16T05:01:01.147254] [INFO ] [main      ] Progress: 161/472 forecasts completed (34.1%). WOLF finished in 0.7s. ETA: 54.2s. Rate: 344.25 forecasts/min
[2025-11-16T05:01:01.160281] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:01.161346] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-11-16T05:01:01.161414] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-11-16T05:01:01.161452] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-11-16T05:01:01.162255] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:01.162329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:01.167609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:01.183487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:01.224139] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-11-16T05:01:01.224387] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=56.96%)
[2025-11-16T05:01:01.224967] [INFO ] [main      ] Fetching symbol history for ST...
[2025-11-16T05:01:01.225091] [DEBUG] [REMOTE    ] ST: Fetching historical data.
[2025-11-16T05:01:01.225738] [INFO ] [main      ] Progress: 162/472 forecasts completed (34.3%). TPL finished in 0.8s. ETA: 53.8s. Rate: 345.42 forecasts/min
[2025-11-16T05:01:01.238203] [DEBUG] [REMOTE    ] ST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:01.239336] [DEBUG] [LOCAL     ] Loaded configuration for ST: 8 features, N/A% accuracy
[2025-11-16T05:01:01.239479] [INFO ] [LOCAL     ] ST: Loaded 8 optimal features with 53.12% confidence from JSON config
[2025-11-16T05:01:01.239662] [DEBUG] [MAG       ] Building data for symbol: ST with lookback: 0
[2025-11-16T05:01:01.240566] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:01.240723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:01.242543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:01.243166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:01.243735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:01.244267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:01.245215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:01.247843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:01.249229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:01:01.251989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:01.363890] [DEBUG] [MAG       ] ASX: Last date is validated at 2025-11-14
[2025-11-16T05:01:01.409689] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-11-14
[2025-11-16T05:01:01.519353] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-11-14
[2025-11-16T05:01:01.545550] [DEBUG] [MAG       ] ASX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:01.583777] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:01.625428] [DEBUG] [MAG       ] ST: Last date is validated at 2025-11-14
[2025-11-16T05:01:01.642454] [INFO ] [LOCAL     ] ASX: Saved forecast.
[2025-11-16T05:01:01.642713] [INFO ] [main      ] ASX: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=56.4625%)
[2025-11-16T05:01:01.642986] [INFO ] [main      ] Fetching symbol history for ING...
[2025-11-16T05:01:01.643113] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-11-16T05:01:01.643389] [INFO ] [main      ] Progress: 163/472 forecasts completed (34.5%). ASX finished in 0.7s. ETA: 54.1s. Rate: 342.47 forecasts/min
[2025-11-16T05:01:01.656480] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-11-16T05:01:01.656358] [DEBUG] [REMOTE    ] ING: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:01.656596] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=5.16% (Conf=47.3066%)
[2025-11-16T05:01:01.657161] [INFO ] [main      ] Fetching symbol history for BEN...
[2025-11-16T05:01:01.657281] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2025-11-16T05:01:01.657691] [INFO ] [main      ] Progress: 164/472 forecasts completed (34.7%). PAGS finished in 0.7s. ETA: 53.7s. Rate: 344.40 forecasts/min
[2025-11-16T05:01:01.657890] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-11-16T05:01:01.657961] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-11-16T05:01:01.658001] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-11-16T05:01:01.658947] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:01.659044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:01.664169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:01:01.667440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:01.668227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:01.670150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:01.670242] [DEBUG] [REMOTE    ] BEN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:01.671038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:01.671369] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2025-11-16T05:01:01.671445] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2025-11-16T05:01:01.671486] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2025-11-16T05:01:01.672316] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:01.672419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:01.672361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:01.674209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:01.674585] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:01.674936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:01.675422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:01.676523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:01.688550] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:01.735962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:01.793718] [DEBUG] [MAG       ] ST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:01.826272] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-11-16T05:01:01.826576] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=63.9205%)
[2025-11-16T05:01:01.826883] [INFO ] [main      ] Fetching symbol history for AU...
[2025-11-16T05:01:01.827303] [DEBUG] [REMOTE    ] AU: Fetching historical data.
[2025-11-16T05:01:01.829177] [INFO ] [main      ] Progress: 165/472 forecasts completed (35.0%). RBLX finished in 0.7s. ETA: 53.5s. Rate: 344.43 forecasts/min
[2025-11-16T05:01:01.843748] [DEBUG] [REMOTE    ] AU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:01.845109] [DEBUG] [LOCAL     ] Loaded configuration for AU: 1 features, N/A% accuracy
[2025-11-16T05:01:01.845190] [INFO ] [LOCAL     ] AU: Loaded 1 optimal features with 53.55% confidence from JSON config
[2025-11-16T05:01:01.845356] [DEBUG] [MAG       ] Building data for symbol: AU with lookback: 0
[2025-11-16T05:01:01.846564] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:01.846717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:01.853920] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:01.901792] [INFO ] [LOCAL     ] ST: Saved forecast.
[2025-11-16T05:01:01.902009] [INFO ] [main      ] ST: Signal=1 (Conf=90.0%), Magnitude=-3.21% (Conf=53.1156%)
[2025-11-16T05:01:01.902424] [INFO ] [main      ] Progress: 166/472 forecasts completed (35.2%). ST finished in 0.7s. ETA: 53.1s. Rate: 345.64 forecasts/min
[2025-11-16T05:01:01.902615] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-11-16T05:01:01.902742] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-11-16T05:01:01.915164] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:01.916389] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-11-16T05:01:01.916490] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-11-16T05:01:01.916567] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-11-16T05:01:01.917448] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:01.917561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:01.919323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:01.919985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:01.920437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:01.965012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:02.022520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:02.033095] [DEBUG] [MAG       ] ING: Last date is validated at 2025-11-14
[2025-11-16T05:01:02.073911] [DEBUG] [MAG       ] BEN: Last date is validated at 2025-11-14
[2025-11-16T05:01:02.203888] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:02.227890] [DEBUG] [MAG       ] AU: Last date is validated at 2025-11-14
[2025-11-16T05:01:02.241137] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:02.289607] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-11-16T05:01:02.289864] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=55.6873%)
[2025-11-16T05:01:02.290101] [INFO ] [main      ] Fetching symbol history for AMTB...
[2025-11-16T05:01:02.290213] [DEBUG] [REMOTE    ] AMTB: Fetching historical data.
[2025-11-16T05:01:02.294482] [INFO ] [main      ] Progress: 167/472 forecasts completed (35.4%). ING finished in 0.6s. ETA: 53.3s. Rate: 343.05 forecasts/min
[2025-11-16T05:01:02.302989] [DEBUG] [REMOTE    ] AMTB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:02.304131] [DEBUG] [LOCAL     ] Loaded configuration for AMTB: 7 features, N/A% accuracy
[2025-11-16T05:01:02.304251] [INFO ] [LOCAL     ] AMTB: Loaded 7 optimal features with 60.06% confidence from JSON config
[2025-11-16T05:01:02.304349] [DEBUG] [MAG       ] Building data for symbol: AMTB with lookback: 0
[2025-11-16T05:01:02.305268] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:02.305401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:02.310427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:02.312365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:02.312955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:02.313429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:02.314767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:02.315867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:02.317989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:02.323607] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2025-11-16T05:01:02.323894] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=-4.18% (Conf=60.7351%)
[2025-11-16T05:01:02.324379] [INFO ] [main      ] Fetching symbol history for EFR...
[2025-11-16T05:01:02.324496] [DEBUG] [REMOTE    ] EFR: Fetching historical data.
[2025-11-16T05:01:02.324541] [INFO ] [main      ] Progress: 168/472 forecasts completed (35.6%). BEN finished in 0.7s. ETA: 52.9s. Rate: 344.75 forecasts/min
[2025-11-16T05:01:02.337830] [DEBUG] [REMOTE    ] EFR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:02.339094] [DEBUG] [LOCAL     ] Loaded configuration for EFR: 3 features, N/A% accuracy
[2025-11-16T05:01:02.339216] [INFO ] [LOCAL     ] EFR: Loaded 3 optimal features with 40.54% confidence from JSON config
[2025-11-16T05:01:02.339312] [DEBUG] [MAG       ] Building data for symbol: EFR with lookback: 0
[2025-11-16T05:01:02.340222] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:02.340354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:02.345341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:02.347340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:02.348074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:02.356243] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-11-14
[2025-11-16T05:01:02.412226] [DEBUG] [MAG       ] AU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:02.528455] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:02.543120] [INFO ] [LOCAL     ] AU: Saved forecast.
[2025-11-16T05:01:02.543439] [INFO ] [main      ] AU: Signal=1 (Conf=90.0%), Magnitude=3.53% (Conf=53.551%)
[2025-11-16T05:01:02.544115] [INFO ] [main      ] Fetching symbol history for APO...
[2025-11-16T05:01:02.544245] [DEBUG] [REMOTE    ] APO: Fetching historical data.
[2025-11-16T05:01:02.544752] [INFO ] [main      ] Progress: 169/472 forecasts completed (35.8%). AU finished in 0.7s. ETA: 52.8s. Rate: 344.21 forecasts/min
[2025-11-16T05:01:02.559579] [DEBUG] [REMOTE    ] APO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:02.560967] [DEBUG] [LOCAL     ] Loaded configuration for APO: 3 features, N/A% accuracy
[2025-11-16T05:01:02.561044] [INFO ] [LOCAL     ] APO: Loaded 3 optimal features with 57.05% confidence from JSON config
[2025-11-16T05:01:02.561084] [DEBUG] [MAG       ] Building data for symbol: APO with lookback: 0
[2025-11-16T05:01:02.562088] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:02.562171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:02.567263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:02.569924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:02.655736] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-11-16T05:01:02.655831] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=-3.95% (Conf=48.6796%)
[2025-11-16T05:01:02.656250] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-11-16T05:01:02.656315] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-11-16T05:01:02.657735] [INFO ] [main      ] Progress: 170/472 forecasts completed (36.0%). TFIN finished in 0.8s. ETA: 52.5s. Rate: 344.92 forecasts/min
[2025-11-16T05:01:02.658965] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:02.669430] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:02.670424] [DEBUG] [MAG       ] AMTB: Last date is validated at 2025-11-14
[2025-11-16T05:01:02.670732] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-11-16T05:01:02.670821] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-11-16T05:01:02.670869] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-11-16T05:01:02.671738] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:02.671828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:02.676797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:02.678110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:01:02.680791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:02.690678] [DEBUG] [MAG       ] EFR: Last date is validated at 2025-11-14
[2025-11-16T05:01:02.842612] [DEBUG] [MAG       ] AMTB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:02.877572] [DEBUG] [MAG       ] EFR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:02.940081] [INFO ] [LOCAL     ] AMTB: Saved forecast.
[2025-11-16T05:01:02.940314] [INFO ] [main      ] AMTB: Signal=1 (Conf=90.0%), Magnitude=-3.83% (Conf=60.0557%)
[2025-11-16T05:01:02.940548] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-11-16T05:01:02.940341] [INFO ] [LOCAL     ] EFR: Saved forecast.
[2025-11-16T05:01:02.940689] [INFO ] [main      ] EFR: Signal=1 (Conf=90.0%), Magnitude=1.75% (Conf=40.5388%)
[2025-11-16T05:01:02.940623] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-11-16T05:01:02.940881] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-11-16T05:01:02.941023] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-11-16T05:01:02.941162] [INFO ] [main      ] Progress: 171/472 forecasts completed (36.2%). AMTB finished in 0.6s. ETA: 52.6s. Rate: 343.66 forecasts/min
[2025-11-16T05:01:02.941268] [INFO ] [main      ] Progress: 172/472 forecasts completed (36.4%). EFR finished in 0.6s. ETA: 52.1s. Rate: 345.67 forecasts/min
[2025-11-16T05:01:02.954439] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:02.955631] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-11-16T05:01:02.955776] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-11-16T05:01:02.955782] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:02.955922] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-11-16T05:01:02.956741] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-11-16T05:01:02.956912] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-11-16T05:01:02.957009] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-11-16T05:01:02.956992] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:02.957152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:02.957858] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:02.957936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:02.958833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:02.959326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:02.960116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:02.961328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:01:02.964192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:01:02.966572] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:02.968214] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:02.975857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:03.026803] [DEBUG] [MAG       ] APO: Last date is validated at 2025-11-14
[2025-11-16T05:01:03.037029] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-11-14
[2025-11-16T05:01:03.206354] [DEBUG] [MAG       ] APO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:03.212824] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:03.293673] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-11-16T05:01:03.293803] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=4.18% (Conf=54.6429%)
[2025-11-16T05:01:03.294116] [INFO ] [main      ] Fetching symbol history for NOV...
[2025-11-16T05:01:03.294398] [DEBUG] [REMOTE    ] NOV: Fetching historical data.
[2025-11-16T05:01:03.294760] [INFO ] [main      ] Progress: 173/472 forecasts completed (36.7%). SAFE finished in 0.6s. ETA: 52.2s. Rate: 343.61 forecasts/min
[2025-11-16T05:01:03.307193] [DEBUG] [REMOTE    ] NOV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:03.308215] [DEBUG] [LOCAL     ] Loaded configuration for NOV: 9 features, N/A% accuracy
[2025-11-16T05:01:03.308287] [INFO ] [LOCAL     ] NOV: Loaded 9 optimal features with 58.76% confidence from JSON config
[2025-11-16T05:01:03.308360] [DEBUG] [MAG       ] Building data for symbol: NOV with lookback: 0
[2025-11-16T05:01:03.309188] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:03.309284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:03.311038] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-11-14
[2025-11-16T05:01:03.314059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:03.315973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:03.316550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:03.317036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:03.317874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:03.318785] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-11-14
[2025-11-16T05:01:03.319925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:01:03.320635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:01:03.321360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:01:03.322101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:03.379430] [INFO ] [LOCAL     ] APO: Saved forecast.
[2025-11-16T05:01:03.379751] [INFO ] [main      ] APO: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=57.0547%)
[2025-11-16T05:01:03.380057] [INFO ] [main      ] Fetching symbol history for CP...
[2025-11-16T05:01:03.380197] [DEBUG] [REMOTE    ] CP: Fetching historical data.
[2025-11-16T05:01:03.381769] [INFO ] [main      ] Progress: 174/472 forecasts completed (36.9%). APO finished in 0.8s. ETA: 51.9s. Rate: 344.60 forecasts/min
[2025-11-16T05:01:03.395912] [DEBUG] [REMOTE    ] CP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:03.397280] [DEBUG] [LOCAL     ] Loaded configuration for CP: 6 features, N/A% accuracy
[2025-11-16T05:01:03.397409] [INFO ] [LOCAL     ] CP: Loaded 6 optimal features with 52.22% confidence from JSON config
[2025-11-16T05:01:03.397512] [DEBUG] [MAG       ] Building data for symbol: CP with lookback: 0
[2025-11-16T05:01:03.398528] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:03.398685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:03.400615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:03.401319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:03.479040] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:03.493012] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:03.493689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:03.496154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:03.499435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:01:03.502499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:03.552624] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-11-16T05:01:03.552806] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=44.2832%)
[2025-11-16T05:01:03.553309] [INFO ] [main      ] Fetching symbol history for ELP...
[2025-11-16T05:01:03.553373] [DEBUG] [REMOTE    ] ELP: Fetching historical data.
[2025-11-16T05:01:03.553362] [INFO ] [main      ] Progress: 175/472 forecasts completed (37.1%). DUKB finished in 0.6s. ETA: 51.7s. Rate: 344.63 forecasts/min
[2025-11-16T05:01:03.568896] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-11-16T05:01:03.569162] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=55.8061%)
[2025-11-16T05:01:03.569485] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-11-16T05:01:03.569598] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-11-16T05:01:03.569236] [DEBUG] [REMOTE    ] ELP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:03.570244] [INFO ] [main      ] Progress: 176/472 forecasts completed (37.3%). QVCC finished in 0.6s. ETA: 51.3s. Rate: 346.41 forecasts/min
[2025-11-16T05:01:03.571180] [DEBUG] [LOCAL     ] Loaded configuration for ELP: 6 features, N/A% accuracy
[2025-11-16T05:01:03.571396] [INFO ] [LOCAL     ] ELP: Loaded 6 optimal features with 59.78% confidence from JSON config
[2025-11-16T05:01:03.571506] [DEBUG] [MAG       ] Building data for symbol: ELP with lookback: 0
[2025-11-16T05:01:03.572721] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:03.572863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:03.578810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:03.581181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:03.581879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:03.582379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:03.583274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:03.583683] [DEBUG] [REMOTE    ] HOG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:03.584761] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-11-16T05:01:03.584893] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-11-16T05:01:03.584994] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-11-16T05:01:03.585901] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:03.586037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:03.591349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:03.593289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:03.593891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:03.642291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:03.643710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:03.645636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:03.653965] [DEBUG] [MAG       ] NOV: Last date is validated at 2025-11-14
[2025-11-16T05:01:03.674991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:03.821005] [DEBUG] [MAG       ] NOV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:03.855078] [DEBUG] [MAG       ] CP: Last date is validated at 2025-11-14
[2025-11-16T05:01:03.911910] [INFO ] [LOCAL     ] NOV: Saved forecast.
[2025-11-16T05:01:03.912162] [INFO ] [main      ] NOV: Signal=1 (Conf=90.0%), Magnitude=1.57% (Conf=58.7628%)
[2025-11-16T05:01:03.912591] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-11-16T05:01:03.912726] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-11-16T05:01:03.912774] [INFO ] [main      ] Progress: 177/472 forecasts completed (37.5%). NOV finished in 0.6s. ETA: 51.4s. Rate: 344.51 forecasts/min
[2025-11-16T05:01:03.924911] [DEBUG] [REMOTE    ] ASA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:03.926313] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-11-16T05:01:03.926435] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-11-16T05:01:03.926534] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-11-16T05:01:03.927414] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:03.927553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:03.929351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:03.929964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:03.930483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:03.931469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:03.991996] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-11-14
[2025-11-16T05:01:04.033922] [DEBUG] [MAG       ] ELP: Last date is validated at 2025-11-14
[2025-11-16T05:01:04.035304] [DEBUG] [MAG       ] CP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:04.055299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:04.056763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:04.057485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:01:04.060368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:04.154156] [INFO ] [LOCAL     ] CP: Saved forecast.
[2025-11-16T05:01:04.154326] [INFO ] [main      ] CP: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=52.2155%)
[2025-11-16T05:01:04.154570] [INFO ] [main      ] Fetching symbol history for ED...
[2025-11-16T05:01:04.154963] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-11-16T05:01:04.155765] [INFO ] [main      ] Progress: 178/472 forecasts completed (37.7%). CP finished in 0.8s. ETA: 51.3s. Rate: 343.74 forecasts/min
[2025-11-16T05:01:04.161586] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:04.173593] [DEBUG] [REMOTE    ] ED: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:04.175190] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-11-16T05:01:04.175322] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-11-16T05:01:04.175422] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-11-16T05:01:04.176499] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:04.176680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:04.182007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:04.184323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:04.185945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:04.204870] [DEBUG] [MAG       ] ELP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:04.258743] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-11-16T05:01:04.258863] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=59.3805%)
[2025-11-16T05:01:04.259069] [INFO ] [main      ] Fetching symbol history for IFF...
[2025-11-16T05:01:04.259142] [DEBUG] [REMOTE    ] IFF: Fetching historical data.
[2025-11-16T05:01:04.260123] [INFO ] [main      ] Progress: 179/472 forecasts completed (37.9%). HOG finished in 0.7s. ETA: 51.0s. Rate: 344.52 forecasts/min
[2025-11-16T05:01:04.273253] [DEBUG] [REMOTE    ] IFF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:04.274406] [DEBUG] [LOCAL     ] Loaded configuration for IFF: 7 features, N/A% accuracy
[2025-11-16T05:01:04.274530] [INFO ] [LOCAL     ] IFF: Loaded 7 optimal features with 47.89% confidence from JSON config
[2025-11-16T05:01:04.274626] [DEBUG] [MAG       ] Building data for symbol: IFF with lookback: 0
[2025-11-16T05:01:04.275567] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:04.275727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:04.277099] [INFO ] [LOCAL     ] ELP: Saved forecast.
[2025-11-16T05:01:04.277383] [INFO ] [main      ] ELP: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=59.7808%)
[2025-11-16T05:01:04.277893] [INFO ] [main      ] Progress: 180/472 forecasts completed (38.1%). ELP finished in 0.7s. ETA: 50.6s. Rate: 346.24 forecasts/min
[2025-11-16T05:01:04.278032] [INFO ] [main      ] Fetching symbol history for ELS...
[2025-11-16T05:01:04.278206] [DEBUG] [REMOTE    ] ELS: Fetching historical data.
[2025-11-16T05:01:04.280803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:04.282735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:04.283305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:04.283798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:04.284576] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:04.286183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:01:04.287566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:04.292477] [DEBUG] [REMOTE    ] ELS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:04.293852] [DEBUG] [LOCAL     ] Loaded configuration for ELS: 2 features, N/A% accuracy
[2025-11-16T05:01:04.293922] [INFO ] [LOCAL     ] ELS: Loaded 2 optimal features with 58.56% confidence from JSON config
[2025-11-16T05:01:04.293996] [DEBUG] [MAG       ] Building data for symbol: ELS with lookback: 0
[2025-11-16T05:01:04.294928] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:04.295025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:04.300025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:04.301327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:04.396138] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-11-14
[2025-11-16T05:01:04.535403] [DEBUG] [MAG       ] ED: Last date is validated at 2025-11-14
[2025-11-16T05:01:04.563116] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:04.624493] [DEBUG] [MAG       ] IFF: Last date is validated at 2025-11-14
[2025-11-16T05:01:04.653479] [DEBUG] [MAG       ] ELS: Last date is validated at 2025-11-14
[2025-11-16T05:01:04.666476] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-11-16T05:01:04.666791] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=55.9998%)
[2025-11-16T05:01:04.667256] [INFO ] [main      ] Fetching symbol history for GME...
[2025-11-16T05:01:04.667374] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-11-16T05:01:04.667928] [INFO ] [main      ] Progress: 181/472 forecasts completed (38.3%). ASA finished in 0.8s. ETA: 50.8s. Rate: 343.87 forecasts/min
[2025-11-16T05:01:04.679979] [DEBUG] [REMOTE    ] GME: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:04.681360] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-11-16T05:01:04.681496] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-11-16T05:01:04.681595] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-11-16T05:01:04.682539] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:04.682693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:04.687751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:04.689765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:04.690283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:04.690799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:04.703111] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:04.793129] [DEBUG] [MAG       ] IFF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:04.814598] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-11-16T05:01:04.814960] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=64.9168%)
[2025-11-16T05:01:04.815205] [INFO ] [main      ] Fetching symbol history for BMI...
[2025-11-16T05:01:04.815330] [DEBUG] [REMOTE    ] BMI: Fetching historical data.
[2025-11-16T05:01:04.816774] [INFO ] [main      ] Progress: 182/472 forecasts completed (38.6%). ED finished in 0.7s. ETA: 50.6s. Rate: 344.15 forecasts/min
[2025-11-16T05:01:04.831079] [DEBUG] [REMOTE    ] BMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:04.832306] [DEBUG] [LOCAL     ] Loaded configuration for BMI: 9 features, N/A% accuracy
[2025-11-16T05:01:04.832398] [INFO ] [LOCAL     ] BMI: Loaded 9 optimal features with 52.82% confidence from JSON config
[2025-11-16T05:01:04.832445] [DEBUG] [MAG       ] Building data for symbol: BMI with lookback: 0
[2025-11-16T05:01:04.832208] [DEBUG] [MAG       ] ELS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:04.833603] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:04.833740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:04.839125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:04.841058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:01:04.841927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:04.843804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:04.844383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:04.845495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:04.847316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:04.848429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:01:04.849184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:04.906801] [INFO ] [LOCAL     ] IFF: Saved forecast.
[2025-11-16T05:01:04.907026] [INFO ] [main      ] IFF: Signal=1 (Conf=90.0%), Magnitude=-3.78% (Conf=47.8943%)
[2025-11-16T05:01:04.907277] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-11-16T05:01:04.907403] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-11-16T05:01:04.907915] [INFO ] [main      ] Progress: 183/472 forecasts completed (38.8%). IFF finished in 0.6s. ETA: 50.3s. Rate: 345.05 forecasts/min
[2025-11-16T05:01:04.919842] [DEBUG] [REMOTE    ] AVK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:04.921091] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-11-16T05:01:04.921218] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-11-16T05:01:04.921318] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-11-16T05:01:04.922221] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:04.922352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:04.930415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:05.022186] [INFO ] [LOCAL     ] ELS: Saved forecast.
[2025-11-16T05:01:05.022496] [INFO ] [main      ] ELS: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=58.5611%)
[2025-11-16T05:01:05.023035] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-11-16T05:01:05.023150] [INFO ] [main      ] Progress: 184/472 forecasts completed (39.0%). ELS finished in 0.7s. ETA: 50.0s. Rate: 345.68 forecasts/min
[2025-11-16T05:01:05.023259] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-11-16T05:01:05.028970] [DEBUG] [MAG       ] GME: Last date is validated at 2025-11-14
[2025-11-16T05:01:05.039112] [DEBUG] [REMOTE    ] ENB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:05.040767] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-11-16T05:01:05.040859] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-11-16T05:01:05.040912] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-11-16T05:01:05.041889] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:05.041984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:05.043962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:05.044753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:05.103712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:05.106355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:05.193623] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:05.199712] [DEBUG] [MAG       ] BMI: Last date is validated at 2025-11-14
[2025-11-16T05:01:05.271708] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-11-14
[2025-11-16T05:01:05.299309] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-11-16T05:01:05.299567] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=51.0035%)
[2025-11-16T05:01:05.299824] [INFO ] [main      ] Fetching symbol history for MTDR...
[2025-11-16T05:01:05.300150] [DEBUG] [REMOTE    ] MTDR: Fetching historical data.
[2025-11-16T05:01:05.301785] [INFO ] [main      ] Progress: 185/472 forecasts completed (39.2%). GME finished in 0.6s. ETA: 50.0s. Rate: 344.55 forecasts/min
[2025-11-16T05:01:05.312244] [DEBUG] [REMOTE    ] MTDR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:05.313685] [DEBUG] [LOCAL     ] Loaded configuration for MTDR: 2 features, N/A% accuracy
[2025-11-16T05:01:05.313871] [INFO ] [LOCAL     ] MTDR: Loaded 2 optimal features with 66.14% confidence from JSON config
[2025-11-16T05:01:05.313972] [DEBUG] [MAG       ] Building data for symbol: MTDR with lookback: 0
[2025-11-16T05:01:05.314876] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:05.315008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:05.315825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:01:05.318619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:05.376596] [DEBUG] [MAG       ] BMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:05.440815] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:05.479661] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-11-14
[2025-11-16T05:01:05.502061] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-11-16T05:01:05.502160] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=-1.78% (Conf=46.0566%)
[2025-11-16T05:01:05.502332] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-11-16T05:01:05.502383] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-11-16T05:01:05.503770] [INFO ] [main      ] Progress: 186/472 forecasts completed (39.4%). AVK finished in 0.6s. ETA: 49.8s. Rate: 344.26 forecasts/min
[2025-11-16T05:01:05.515585] [DEBUG] [REMOTE    ] PUK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:05.516490] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-11-16T05:01:05.516560] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-11-16T05:01:05.516598] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-11-16T05:01:05.517403] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:05.517479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:05.519201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:05.519773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:05.520188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:05.570923] [INFO ] [LOCAL     ] BMI: Saved forecast.
[2025-11-16T05:01:05.571042] [INFO ] [main      ] BMI: Signal=1 (Conf=90.0%), Magnitude=-4.34% (Conf=52.8178%)
[2025-11-16T05:01:05.571583] [INFO ] [main      ] Fetching symbol history for YOU...
[2025-11-16T05:01:05.571672] [DEBUG] [REMOTE    ] YOU: Fetching historical data.
[2025-11-16T05:01:05.571764] [INFO ] [main      ] Progress: 187/472 forecasts completed (39.6%). BMI finished in 0.8s. ETA: 49.5s. Rate: 345.38 forecasts/min
[2025-11-16T05:01:05.587663] [DEBUG] [REMOTE    ] YOU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:05.589288] [DEBUG] [LOCAL     ] Loaded configuration for YOU: 5 features, N/A% accuracy
[2025-11-16T05:01:05.589362] [INFO ] [LOCAL     ] YOU: Loaded 5 optimal features with 52.02% confidence from JSON config
[2025-11-16T05:01:05.589401] [DEBUG] [MAG       ] Building data for symbol: YOU with lookback: 0
[2025-11-16T05:01:05.590399] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:05.590489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:05.596014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:05.597214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:05.599035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:05.606053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:05.646316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:01:05.649482] [DEBUG] [MAG       ] MTDR: Last date is validated at 2025-11-14
[2025-11-16T05:01:05.650804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:05.660234] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:05.749489] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-11-16T05:01:05.749614] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=50.8925%)
[2025-11-16T05:01:05.749860] [INFO ] [main      ] Fetching symbol history for DRI...
[2025-11-16T05:01:05.749925] [DEBUG] [REMOTE    ] DRI: Fetching historical data.
[2025-11-16T05:01:05.750996] [INFO ] [main      ] Progress: 188/472 forecasts completed (39.8%). ENB finished in 0.7s. ETA: 49.3s. Rate: 345.32 forecasts/min
[2025-11-16T05:01:05.765735] [DEBUG] [REMOTE    ] DRI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:05.767273] [DEBUG] [LOCAL     ] Loaded configuration for DRI: 7 features, N/A% accuracy
[2025-11-16T05:01:05.767344] [INFO ] [LOCAL     ] DRI: Loaded 7 optimal features with 54.95% confidence from JSON config
[2025-11-16T05:01:05.767382] [DEBUG] [MAG       ] Building data for symbol: DRI with lookback: 0
[2025-11-16T05:01:05.768310] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:05.768392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:05.773317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:05.775199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:05.775771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:05.776284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:05.776720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:05.814572] [DEBUG] [MAG       ] MTDR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:05.835559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:05.836964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:05.933862] [INFO ] [LOCAL     ] MTDR: Saved forecast.
[2025-11-16T05:01:05.934130] [INFO ] [main      ] MTDR: Signal=1 (Conf=90.0%), Magnitude=5.03% (Conf=66.1387%)
[2025-11-16T05:01:05.934549] [INFO ] [main      ] Fetching symbol history for ZEPP...
[2025-11-16T05:01:05.934680] [DEBUG] [REMOTE    ] ZEPP: Fetching historical data.
[2025-11-16T05:01:05.934774] [INFO ] [main      ] Progress: 189/472 forecasts completed (40.0%). MTDR finished in 0.6s. ETA: 49.2s. Rate: 345.22 forecasts/min
[2025-11-16T05:01:05.939585] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-11-14
[2025-11-16T05:01:05.946406] [DEBUG] [REMOTE    ] ZEPP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:05.947603] [DEBUG] [LOCAL     ] Loaded configuration for ZEPP: 6 features, N/A% accuracy
[2025-11-16T05:01:05.947692] [INFO ] [LOCAL     ] ZEPP: Loaded 6 optimal features with 52.48% confidence from JSON config
[2025-11-16T05:01:05.947764] [DEBUG] [MAG       ] Building data for symbol: ZEPP with lookback: 0
[2025-11-16T05:01:05.948669] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:05.948760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:05.950489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:05.951137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:05.951600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:05.952711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:05.956995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:01:05.957822] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:06.014888] [DEBUG] [MAG       ] YOU: Last date is validated at 2025-11-14
[2025-11-16T05:01:06.104988] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:06.180395] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-11-16T05:01:06.180621] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=47.5106%)
[2025-11-16T05:01:06.180928] [INFO ] [main      ] Fetching symbol history for WH...
[2025-11-16T05:01:06.181040] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-11-16T05:01:06.183889] [INFO ] [main      ] Progress: 190/472 forecasts completed (40.3%). PUK finished in 0.7s. ETA: 49.1s. Rate: 344.43 forecasts/min
[2025-11-16T05:01:06.188028] [DEBUG] [MAG       ] YOU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:06.191228] [DEBUG] [MAG       ] DRI: Last date is validated at 2025-11-14
[2025-11-16T05:01:06.193072] [DEBUG] [REMOTE    ] WH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:06.199364] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-11-16T05:01:06.199434] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-11-16T05:01:06.199472] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-11-16T05:01:06.200294] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:06.200369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:06.200994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:01:06.203046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:06.286453] [DEBUG] [MAG       ] ZEPP: Last date is validated at 2025-11-14
[2025-11-16T05:01:06.307763] [INFO ] [LOCAL     ] YOU: Saved forecast.
[2025-11-16T05:01:06.307884] [INFO ] [main      ] YOU: Signal=1 (Conf=90.0%), Magnitude=2.77% (Conf=52.0197%)
[2025-11-16T05:01:06.308108] [INFO ] [main      ] Fetching symbol history for EVH...
[2025-11-16T05:01:06.308163] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2025-11-16T05:01:06.308999] [INFO ] [main      ] Progress: 191/472 forecasts completed (40.5%). YOU finished in 0.7s. ETA: 48.9s. Rate: 344.94 forecasts/min
[2025-11-16T05:01:06.322488] [DEBUG] [REMOTE    ] EVH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:06.324006] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2025-11-16T05:01:06.324077] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2025-11-16T05:01:06.324121] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2025-11-16T05:01:06.325064] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:06.325143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:01:06.325914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:06.327105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:06.328896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:01:06.334490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:06.369800] [DEBUG] [MAG       ] DRI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:06.451521] [DEBUG] [MAG       ] ZEPP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:06.531841] [INFO ] [LOCAL     ] DRI: Saved forecast.
[2025-11-16T05:01:06.532372] [INFO ] [main      ] DRI: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=54.9474%)
[2025-11-16T05:01:06.532979] [INFO ] [main      ] Fetching symbol history for BFZ...
[2025-11-16T05:01:06.533107] [DEBUG] [REMOTE    ] BFZ: Fetching historical data.
[2025-11-16T05:01:06.533019] [INFO ] [main      ] Progress: 192/472 forecasts completed (40.7%). DRI finished in 0.8s. ETA: 48.8s. Rate: 344.43 forecasts/min
[2025-11-16T05:01:06.541237] [DEBUG] [MAG       ] WH: Last date is validated at 2025-11-14
[2025-11-16T05:01:06.549788] [DEBUG] [REMOTE    ] BFZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:06.551117] [DEBUG] [LOCAL     ] Loaded configuration for BFZ: 2 features, N/A% accuracy
[2025-11-16T05:01:06.551207] [INFO ] [LOCAL     ] BFZ: Loaded 2 optimal features with 47.89% confidence from JSON config
[2025-11-16T05:01:06.551259] [DEBUG] [MAG       ] Building data for symbol: BFZ with lookback: 0
[2025-11-16T05:01:06.552266] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:06.552358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:06.557918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:01:06.559544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:06.567016] [INFO ] [LOCAL     ] ZEPP: Saved forecast.
[2025-11-16T05:01:06.567152] [INFO ] [main      ] ZEPP: Signal=1 (Conf=90.0%), Magnitude=-13.90% (Conf=52.4798%)
[2025-11-16T05:01:06.567783] [INFO ] [main      ] Progress: 193/472 forecasts completed (40.9%). ZEPP finished in 0.6s. ETA: 48.4s. Rate: 345.86 forecasts/min
[2025-11-16T05:01:06.568037] [INFO ] [main      ] Fetching symbol history for CUK...
[2025-11-16T05:01:06.568102] [DEBUG] [REMOTE    ] CUK: Fetching historical data.
[2025-11-16T05:01:06.581690] [DEBUG] [REMOTE    ] CUK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:06.582869] [DEBUG] [LOCAL     ] Loaded configuration for CUK: 7 features, N/A% accuracy
[2025-11-16T05:01:06.582948] [INFO ] [LOCAL     ] CUK: Loaded 7 optimal features with 51.33% confidence from JSON config
[2025-11-16T05:01:06.583051] [DEBUG] [MAG       ] Building data for symbol: CUK with lookback: 0
[2025-11-16T05:01:06.583943] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:06.584030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:06.585839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:06.586443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:06.586878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:06.587733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:06.683489] [DEBUG] [MAG       ] EVH: Last date is validated at 2025-11-14
[2025-11-16T05:01:06.710393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:06.710368] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:06.711387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:06.712609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:06.825675] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-11-16T05:01:06.825829] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=66.5492%)
[2025-11-16T05:01:06.826060] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-11-16T05:01:06.826127] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-11-16T05:01:06.826991] [INFO ] [main      ] Progress: 194/472 forecasts completed (41.1%). WH finished in 0.6s. ETA: 48.4s. Rate: 344.98 forecasts/min
[2025-11-16T05:01:06.841878] [DEBUG] [REMOTE    ] MAA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:06.843875] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-11-16T05:01:06.844187] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-11-16T05:01:06.844292] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-11-16T05:01:06.845948] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:06.846092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:06.852152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:06.854195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:06.854802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:06.855329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:06.855884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:06.856814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:06.856431] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:06.857806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:06.859094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:01:06.860463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:06.919534] [DEBUG] [MAG       ] BFZ: Last date is validated at 2025-11-14
[2025-11-16T05:01:06.972432] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2025-11-16T05:01:06.972555] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=-10.46% (Conf=59.8429%)
[2025-11-16T05:01:06.972798] [INFO ] [main      ] Fetching symbol history for RF...
[2025-11-16T05:01:06.972900] [DEBUG] [REMOTE    ] RF: Fetching historical data.
[2025-11-16T05:01:06.973347] [INFO ] [main      ] Progress: 195/472 forecasts completed (41.3%). EVH finished in 0.7s. ETA: 48.1s. Rate: 345.26 forecasts/min
[2025-11-16T05:01:06.998679] [DEBUG] [REMOTE    ] RF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:06.999729] [DEBUG] [LOCAL     ] Loaded configuration for RF: 6 features, N/A% accuracy
[2025-11-16T05:01:06.999813] [INFO ] [LOCAL     ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config
[2025-11-16T05:01:06.999919] [DEBUG] [MAG       ] Building data for symbol: RF with lookback: 0
[2025-11-16T05:01:07.001084] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:07.001180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:07.006693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:07.009167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:07.009821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:07.010273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:07.012016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:01:07.014119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:07.044630] [DEBUG] [MAG       ] CUK: Last date is validated at 2025-11-14
[2025-11-16T05:01:07.093429] [DEBUG] [MAG       ] BFZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:07.157732] [INFO ] [LOCAL     ] BFZ: Saved forecast.
[2025-11-16T05:01:07.157863] [INFO ] [main      ] BFZ: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=47.8916%)
[2025-11-16T05:01:07.158103] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-11-16T05:01:07.158159] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-11-16T05:01:07.159050] [INFO ] [main      ] Progress: 196/472 forecasts completed (41.5%). BFZ finished in 0.6s. ETA: 48.0s. Rate: 345.14 forecasts/min
[2025-11-16T05:01:07.172670] [DEBUG] [REMOTE    ] OPP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:07.173846] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-11-16T05:01:07.173917] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-11-16T05:01:07.173955] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-11-16T05:01:07.174877] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:07.174961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:07.176835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:07.177451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:07.177932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:07.180167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:07.180758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:07.181843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:07.183561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:07.184662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:01:07.185356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:07.196127] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-11-14
[2025-11-16T05:01:07.209527] [DEBUG] [MAG       ] CUK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:07.299443] [INFO ] [LOCAL     ] CUK: Saved forecast.
[2025-11-16T05:01:07.299548] [INFO ] [main      ] CUK: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=51.3313%)
[2025-11-16T05:01:07.299738] [INFO ] [main      ] Fetching symbol history for NMCO...
[2025-11-16T05:01:07.299996] [DEBUG] [REMOTE    ] NMCO: Fetching historical data.
[2025-11-16T05:01:07.300976] [INFO ] [main      ] Progress: 197/472 forecasts completed (41.7%). CUK finished in 0.7s. ETA: 47.8s. Rate: 345.46 forecasts/min
[2025-11-16T05:01:07.312568] [DEBUG] [REMOTE    ] NMCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:07.315244] [DEBUG] [LOCAL     ] Loaded configuration for NMCO: 6 features, N/A% accuracy
[2025-11-16T05:01:07.315325] [INFO ] [LOCAL     ] NMCO: Loaded 6 optimal features with 52.20% confidence from JSON config
[2025-11-16T05:01:07.315432] [DEBUG] [MAG       ] Building data for symbol: NMCO with lookback: 0
[2025-11-16T05:01:07.316374] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:07.316462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:07.321348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:07.322246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:07.323926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:07.324966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:07.329190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:01:07.330759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:07.364264] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:07.375025] [DEBUG] [MAG       ] RF: Last date is validated at 2025-11-14
[2025-11-16T05:01:07.485406] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-11-16T05:01:07.485685] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=50.3857%)
[2025-11-16T05:01:07.485931] [INFO ] [main      ] Fetching symbol history for RGT...
[2025-11-16T05:01:07.486041] [DEBUG] [REMOTE    ] RGT: Fetching historical data.
[2025-11-16T05:01:07.486360] [INFO ] [main      ] Progress: 198/472 forecasts completed (41.9%). MAA finished in 0.7s. ETA: 47.6s. Rate: 345.35 forecasts/min
[2025-11-16T05:01:07.498218] [DEBUG] [REMOTE    ] RGT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:07.499298] [DEBUG] [LOCAL     ] Loaded configuration for RGT: 3 features, N/A% accuracy
[2025-11-16T05:01:07.499425] [INFO ] [LOCAL     ] RGT: Loaded 3 optimal features with 55.24% confidence from JSON config
[2025-11-16T05:01:07.499525] [DEBUG] [MAG       ] Building data for symbol: RGT with lookback: 0
[2025-11-16T05:01:07.500409] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:07.500549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:07.505414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:07.506486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:01:07.509378] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:07.529290] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-11-14
[2025-11-16T05:01:07.546310] [DEBUG] [MAG       ] RF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:07.641264] [INFO ] [LOCAL     ] RF: Saved forecast.
[2025-11-16T05:01:07.641570] [INFO ] [main      ] RF: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=51.3729%)
[2025-11-16T05:01:07.642179] [INFO ] [main      ] Fetching symbol history for MIR...
[2025-11-16T05:01:07.642315] [DEBUG] [REMOTE    ] MIR: Fetching historical data.
[2025-11-16T05:01:07.642760] [INFO ] [main      ] Progress: 199/472 forecasts completed (42.2%). RF finished in 0.7s. ETA: 47.4s. Rate: 345.52 forecasts/min
[2025-11-16T05:01:07.657319] [DEBUG] [REMOTE    ] MIR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:07.658705] [DEBUG] [LOCAL     ] Loaded configuration for MIR: 3 features, N/A% accuracy
[2025-11-16T05:01:07.658836] [INFO ] [LOCAL     ] MIR: Loaded 3 optimal features with 66.05% confidence from JSON config
[2025-11-16T05:01:07.658938] [DEBUG] [MAG       ] Building data for symbol: MIR with lookback: 0
[2025-11-16T05:01:07.659972] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:07.660113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:07.661946] [DEBUG] [MAG       ] NMCO: Last date is validated at 2025-11-14
[2025-11-16T05:01:07.665260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:07.667248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:07.667834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:07.703817] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:07.779593] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-11-16T05:01:07.779946] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=42.6694%)
[2025-11-16T05:01:07.780236] [INFO ] [main      ] Fetching symbol history for POST...
[2025-11-16T05:01:07.780616] [DEBUG] [REMOTE    ] POST: Fetching historical data.
[2025-11-16T05:01:07.782747] [INFO ] [main      ] Progress: 200/472 forecasts completed (42.4%). OPP finished in 0.6s. ETA: 47.2s. Rate: 345.85 forecasts/min
[2025-11-16T05:01:07.805770] [DEBUG] [REMOTE    ] POST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:07.807823] [DEBUG] [LOCAL     ] Loaded configuration for POST: 5 features, N/A% accuracy
[2025-11-16T05:01:07.807954] [INFO ] [LOCAL     ] POST: Loaded 5 optimal features with 47.51% confidence from JSON config
[2025-11-16T05:01:07.808055] [DEBUG] [MAG       ] Building data for symbol: POST with lookback: 0
[2025-11-16T05:01:07.809068] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:07.809206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:07.811169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:07.811886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:07.812840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:07.813847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:01:07.814659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:07.832213] [DEBUG] [MAG       ] NMCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:07.854088] [DEBUG] [MAG       ] RGT: Last date is validated at 2025-11-14
[2025-11-16T05:01:07.901556] [INFO ] [LOCAL     ] NMCO: Saved forecast.
[2025-11-16T05:01:07.901855] [INFO ] [main      ] NMCO: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=52.2036%)
[2025-11-16T05:01:07.902308] [INFO ] [main      ] Progress: 201/472 forecasts completed (42.6%). NMCO finished in 0.6s. ETA: 46.9s. Rate: 346.39 forecasts/min
[2025-11-16T05:01:07.902560] [INFO ] [main      ] Fetching symbol history for PRG...
[2025-11-16T05:01:07.902706] [DEBUG] [REMOTE    ] PRG: Fetching historical data.
[2025-11-16T05:01:07.916018] [DEBUG] [REMOTE    ] PRG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:07.921334] [DEBUG] [LOCAL     ] Loaded configuration for PRG: 3 features, N/A% accuracy
[2025-11-16T05:01:07.921466] [INFO ] [LOCAL     ] PRG: Loaded 3 optimal features with 49.83% confidence from JSON config
[2025-11-16T05:01:07.921569] [DEBUG] [MAG       ] Building data for symbol: PRG with lookback: 0
[2025-11-16T05:01:07.922493] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:07.922629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:07.924684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:07.925311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:07.925864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:08.024100] [DEBUG] [MAG       ] MIR: Last date is validated at 2025-11-14
[2025-11-16T05:01:08.025216] [DEBUG] [MAG       ] RGT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:08.089664] [INFO ] [LOCAL     ] RGT: Saved forecast.
[2025-11-16T05:01:08.089901] [INFO ] [main      ] RGT: Signal=1 (Conf=80.0%), Magnitude=0.34% (Conf=55.2414%)
[2025-11-16T05:01:08.090092] [INFO ] [main      ] Fetching symbol history for ARE...
[2025-11-16T05:01:08.090201] [DEBUG] [REMOTE    ] ARE: Fetching historical data.
[2025-11-16T05:01:08.092185] [INFO ] [main      ] Progress: 202/472 forecasts completed (42.8%). RGT finished in 0.6s. ETA: 46.8s. Rate: 346.22 forecasts/min
[2025-11-16T05:01:08.102677] [DEBUG] [REMOTE    ] ARE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:08.103871] [DEBUG] [LOCAL     ] Loaded configuration for ARE: 8 features, N/A% accuracy
[2025-11-16T05:01:08.103996] [INFO ] [LOCAL     ] ARE: Loaded 8 optimal features with 51.90% confidence from JSON config
[2025-11-16T05:01:08.104093] [DEBUG] [MAG       ] Building data for symbol: ARE with lookback: 0
[2025-11-16T05:01:08.104980] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:08.105115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:08.110052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:08.111924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:08.112480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:08.112997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:08.115400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:08.174423] [DEBUG] [MAG       ] POST: Last date is validated at 2025-11-14
[2025-11-16T05:01:08.200857] [DEBUG] [MAG       ] MIR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:08.243590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:08.245015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:08.245821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:08.269922] [DEBUG] [MAG       ] PRG: Last date is validated at 2025-11-14
[2025-11-16T05:01:08.297096] [INFO ] [LOCAL     ] MIR: Saved forecast.
[2025-11-16T05:01:08.297377] [INFO ] [main      ] MIR: Signal=1 (Conf=80.0%), Magnitude=-4.18% (Conf=66.0523%)
[2025-11-16T05:01:08.297667] [INFO ] [main      ] Fetching symbol history for RXO...
[2025-11-16T05:01:08.297785] [DEBUG] [REMOTE    ] RXO: Fetching historical data.
[2025-11-16T05:01:08.298776] [INFO ] [main      ] Progress: 203/472 forecasts completed (43.0%). MIR finished in 0.7s. ETA: 46.7s. Rate: 345.90 forecasts/min
[2025-11-16T05:01:08.311950] [DEBUG] [REMOTE    ] RXO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:08.313366] [DEBUG] [LOCAL     ] Loaded configuration for RXO: 5 features, N/A% accuracy
[2025-11-16T05:01:08.313497] [INFO ] [LOCAL     ] RXO: Loaded 5 optimal features with 42.53% confidence from JSON config
[2025-11-16T05:01:08.313596] [DEBUG] [MAG       ] Building data for symbol: RXO with lookback: 0
[2025-11-16T05:01:08.314635] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:08.314790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:08.316682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:08.317333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:08.317839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:08.318548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:01:08.320152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:08.357001] [DEBUG] [MAG       ] POST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:08.435081] [DEBUG] [MAG       ] PRG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:08.468125] [INFO ] [LOCAL     ] POST: Saved forecast.
[2025-11-16T05:01:08.468417] [INFO ] [main      ] POST: Signal=1 (Conf=80.0%), Magnitude=0.99% (Conf=47.5127%)
[2025-11-16T05:01:08.468687] [INFO ] [main      ] Fetching symbol history for AQNB...
[2025-11-16T05:01:08.468810] [DEBUG] [REMOTE    ] AQNB: Fetching historical data.
[2025-11-16T05:01:08.469019] [INFO ] [main      ] Progress: 204/472 forecasts completed (43.2%). POST finished in 0.7s. ETA: 46.5s. Rate: 345.93 forecasts/min
[2025-11-16T05:01:08.481243] [DEBUG] [REMOTE    ] AQNB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:08.483006] [DEBUG] [LOCAL     ] Loaded configuration for AQNB: 0 features, N/A% accuracy
[2025-11-16T05:01:08.483171] [INFO ] [LOCAL     ] AQNB: Loaded 0 optimal features with 36.37% confidence from JSON config
[2025-11-16T05:01:08.483325] [DEBUG] [MAG       ] Building data for symbol: AQNB with lookback: 0
[2025-11-16T05:01:08.484709] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:01:08.558797] [INFO ] [LOCAL     ] PRG: Saved forecast.
[2025-11-16T05:01:08.559070] [INFO ] [main      ] PRG: Signal=1 (Conf=80.0%), Magnitude=-4.07% (Conf=49.834%)
[2025-11-16T05:01:08.559508] [INFO ] [main      ] Fetching symbol history for EPC...
[2025-11-16T05:01:08.559626] [DEBUG] [REMOTE    ] EPC: Fetching historical data.
[2025-11-16T05:01:08.559726] [INFO ] [main      ] Progress: 205/472 forecasts completed (43.4%). PRG finished in 0.7s. ETA: 46.2s. Rate: 346.74 forecasts/min
[2025-11-16T05:01:08.572171] [DEBUG] [REMOTE    ] EPC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:08.573528] [DEBUG] [LOCAL     ] Loaded configuration for EPC: 2 features, N/A% accuracy
[2025-11-16T05:01:08.573595] [INFO ] [LOCAL     ] EPC: Loaded 2 optimal features with 51.70% confidence from JSON config
[2025-11-16T05:01:08.573633] [DEBUG] [MAG       ] Building data for symbol: EPC with lookback: 0
[2025-11-16T05:01:08.574512] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:08.574591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:08.580104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:08.581128] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:08.594191] [DEBUG] [MAG       ] ARE: Last date is validated at 2025-11-14
[2025-11-16T05:01:08.674611] [DEBUG] [MAG       ] RXO: Last date is validated at 2025-11-14
[2025-11-16T05:01:08.766831] [DEBUG] [MAG       ] ARE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:08.816104] [DEBUG] [MAG       ] AQNB: Last date is validated at 2025-11-14
[2025-11-16T05:01:08.842469] [DEBUG] [MAG       ] RXO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:08.916229] [DEBUG] [MAG       ] EPC: Last date is validated at 2025-11-14
[2025-11-16T05:01:08.918776] [INFO ] [LOCAL     ] ARE: Saved forecast.
[2025-11-16T05:01:08.919035] [INFO ] [main      ] ARE: Signal=1 (Conf=80.0%), Magnitude=1.71% (Conf=51.8991%)
[2025-11-16T05:01:08.919271] [INFO ] [main      ] Fetching symbol history for NPFD...
[2025-11-16T05:01:08.919385] [DEBUG] [REMOTE    ] NPFD: Fetching historical data.
[2025-11-16T05:01:08.919936] [INFO ] [main      ] Progress: 206/472 forecasts completed (43.6%). ARE finished in 0.8s. ETA: 46.3s. Rate: 344.92 forecasts/min
[2025-11-16T05:01:08.932308] [DEBUG] [REMOTE    ] NPFD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:08.933604] [DEBUG] [LOCAL     ] Loaded configuration for NPFD: 3 features, N/A% accuracy
[2025-11-16T05:01:08.933755] [INFO ] [LOCAL     ] NPFD: Loaded 3 optimal features with 56.88% confidence from JSON config
[2025-11-16T05:01:08.933860] [DEBUG] [MAG       ] Building data for symbol: NPFD with lookback: 0
[2025-11-16T05:01:08.934776] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:08.934906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:08.935239] [INFO ] [LOCAL     ] RXO: Saved forecast.
[2025-11-16T05:01:08.935463] [INFO ] [main      ] RXO: Signal=1 (Conf=80.0%), Magnitude=0.30% (Conf=42.527%)
[2025-11-16T05:01:08.935712] [INFO ] [main      ] Fetching symbol history for SXC...
[2025-11-16T05:01:08.935826] [DEBUG] [REMOTE    ] SXC: Fetching historical data.
[2025-11-16T05:01:08.936962] [INFO ] [main      ] Progress: 207/472 forecasts completed (43.9%). RXO finished in 0.6s. ETA: 45.9s. Rate: 346.43 forecasts/min
[2025-11-16T05:01:08.948898] [DEBUG] [REMOTE    ] SXC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:08.949940] [DEBUG] [LOCAL     ] Loaded configuration for SXC: 6 features, N/A% accuracy
[2025-11-16T05:01:08.950066] [INFO ] [LOCAL     ] SXC: Loaded 6 optimal features with 55.46% confidence from JSON config
[2025-11-16T05:01:08.950164] [DEBUG] [MAG       ] Building data for symbol: SXC with lookback: 0
[2025-11-16T05:01:08.951043] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:08.951176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:08.955983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:08.957892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:08.958454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:08.958940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:08.983378] [DEBUG] [MAG       ] AQNB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:08.991841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:08.995671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:08.996927] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:09.040946] [INFO ] [LOCAL     ] AQNB: Saved forecast.
[2025-11-16T05:01:09.041236] [INFO ] [main      ] AQNB: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=36.37%)
[2025-11-16T05:01:09.041687] [INFO ] [main      ] Fetching symbol history for KIM...
[2025-11-16T05:01:09.041805] [DEBUG] [REMOTE    ] KIM: Fetching historical data.
[2025-11-16T05:01:09.041775] [INFO ] [main      ] Progress: 208/472 forecasts completed (44.1%). AQNB finished in 0.6s. ETA: 45.6s. Rate: 347.09 forecasts/min
[2025-11-16T05:01:09.054031] [DEBUG] [REMOTE    ] KIM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:09.055061] [DEBUG] [LOCAL     ] Loaded configuration for KIM: 5 features, N/A% accuracy
[2025-11-16T05:01:09.055143] [INFO ] [LOCAL     ] KIM: Loaded 5 optimal features with 41.42% confidence from JSON config
[2025-11-16T05:01:09.055244] [DEBUG] [MAG       ] Building data for symbol: KIM with lookback: 0
[2025-11-16T05:01:09.056119] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:09.056245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:09.061154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:09.062091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:09.063021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:09.065061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:09.066368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:09.081291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:09.082324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:09.097595] [DEBUG] [MAG       ] EPC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:09.193366] [INFO ] [LOCAL     ] EPC: Saved forecast.
[2025-11-16T05:01:09.193511] [INFO ] [main      ] EPC: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=51.7032%)
[2025-11-16T05:01:09.193936] [INFO ] [main      ] Progress: 209/472 forecasts completed (44.3%). EPC finished in 0.6s. ETA: 45.4s. Rate: 347.29 forecasts/min
[2025-11-16T05:01:09.194097] [INFO ] [main      ] Fetching symbol history for EIC...
[2025-11-16T05:01:09.194159] [DEBUG] [REMOTE    ] EIC: Fetching historical data.
[2025-11-16T05:01:09.208041] [DEBUG] [REMOTE    ] EIC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:09.209430] [DEBUG] [LOCAL     ] Loaded configuration for EIC: 5 features, N/A% accuracy
[2025-11-16T05:01:09.209516] [INFO ] [LOCAL     ] EIC: Loaded 5 optimal features with 63.50% confidence from JSON config
[2025-11-16T05:01:09.209566] [DEBUG] [MAG       ] Building data for symbol: EIC with lookback: 0
[2025-11-16T05:01:09.210496] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:09.210596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:09.211586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:09.214249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:09.215165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:09.216453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:01:09.217988] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:09.337317] [DEBUG] [MAG       ] NPFD: Last date is validated at 2025-11-14
[2025-11-16T05:01:09.417856] [DEBUG] [MAG       ] SXC: Last date is validated at 2025-11-14
[2025-11-16T05:01:09.458052] [DEBUG] [MAG       ] KIM: Last date is validated at 2025-11-14
[2025-11-16T05:01:09.509181] [DEBUG] [MAG       ] NPFD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:09.563825] [DEBUG] [MAG       ] EIC: Last date is validated at 2025-11-14
[2025-11-16T05:01:09.578308] [INFO ] [LOCAL     ] NPFD: Saved forecast.
[2025-11-16T05:01:09.578609] [INFO ] [main      ] NPFD: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=56.8819%)
[2025-11-16T05:01:09.578908] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-11-16T05:01:09.579025] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-11-16T05:01:09.579406] [INFO ] [main      ] Progress: 210/472 forecasts completed (44.5%). NPFD finished in 0.7s. ETA: 45.5s. Rate: 345.27 forecasts/min
[2025-11-16T05:01:09.593418] [DEBUG] [REMOTE    ] CCK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:09.594745] [DEBUG] [MAG       ] SXC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:09.595007] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-11-16T05:01:09.595127] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-11-16T05:01:09.595274] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-11-16T05:01:09.596427] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:09.596568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:09.602037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:09.604060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:09.623906] [DEBUG] [MAG       ] KIM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:09.652064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:09.653868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:09.657102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:09.673600] [INFO ] [LOCAL     ] SXC: Saved forecast.
[2025-11-16T05:01:09.673730] [INFO ] [main      ] SXC: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=55.457%)
[2025-11-16T05:01:09.674156] [INFO ] [main      ] Fetching symbol history for DX...
[2025-11-16T05:01:09.674235] [DEBUG] [REMOTE    ] DX: Fetching historical data.
[2025-11-16T05:01:09.674763] [INFO ] [main      ] Progress: 211/472 forecasts completed (44.7%). SXC finished in 0.7s. ETA: 45.3s. Rate: 346.01 forecasts/min
[2025-11-16T05:01:09.687404] [DEBUG] [REMOTE    ] DX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:09.688615] [DEBUG] [LOCAL     ] Loaded configuration for DX: 4 features, N/A% accuracy
[2025-11-16T05:01:09.688758] [INFO ] [LOCAL     ] DX: Loaded 4 optimal features with 57.97% confidence from JSON config
[2025-11-16T05:01:09.688858] [DEBUG] [MAG       ] Building data for symbol: DX with lookback: 0
[2025-11-16T05:01:09.689762] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:09.689847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:09.691681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:09.692303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:09.694034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:09.695150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:09.707708] [INFO ] [LOCAL     ] KIM: Saved forecast.
[2025-11-16T05:01:09.707933] [INFO ] [main      ] KIM: Signal=1 (Conf=80.0%), Magnitude=1.61% (Conf=41.4241%)
[2025-11-16T05:01:09.708160] [INFO ] [main      ] Fetching symbol history for CION...
[2025-11-16T05:01:09.708477] [DEBUG] [REMOTE    ] CION: Fetching historical data.
[2025-11-16T05:01:09.709758] [INFO ] [main      ] Progress: 212/472 forecasts completed (44.9%). KIM finished in 0.7s. ETA: 44.9s. Rate: 347.32 forecasts/min
[2025-11-16T05:01:09.722372] [DEBUG] [REMOTE    ] CION: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:09.723409] [DEBUG] [LOCAL     ] Loaded configuration for CION: 9 features, N/A% accuracy
[2025-11-16T05:01:09.723533] [INFO ] [LOCAL     ] CION: Loaded 9 optimal features with 41.40% confidence from JSON config
[2025-11-16T05:01:09.723630] [DEBUG] [MAG       ] Building data for symbol: CION with lookback: 0
[2025-11-16T05:01:09.724492] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:09.724629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:09.726487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:09.727114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:09.727674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:09.728156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:09.729133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:09.730498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:09.731573] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:01:09.733616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:09.745256] [DEBUG] [MAG       ] EIC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:09.753544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:09.822106] [INFO ] [LOCAL     ] EIC: Saved forecast.
[2025-11-16T05:01:09.822265] [INFO ] [main      ] EIC: Signal=1 (Conf=80.0%), Magnitude=-2.58% (Conf=63.503%)
[2025-11-16T05:01:09.822744] [INFO ] [main      ] Progress: 213/472 forecasts completed (45.1%). EIC finished in 0.6s. ETA: 44.7s. Rate: 347.88 forecasts/min
[2025-11-16T05:01:09.822928] [INFO ] [main      ] Fetching symbol history for WCC...
[2025-11-16T05:01:09.822994] [DEBUG] [REMOTE    ] WCC: Fetching historical data.
[2025-11-16T05:01:09.838356] [DEBUG] [REMOTE    ] WCC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:09.839476] [DEBUG] [LOCAL     ] Loaded configuration for WCC: 10 features, N/A% accuracy
[2025-11-16T05:01:09.839559] [INFO ] [LOCAL     ] WCC: Loaded 10 optimal features with 52.11% confidence from JSON config
[2025-11-16T05:01:09.839610] [DEBUG] [MAG       ] Building data for symbol: WCC with lookback: 0
[2025-11-16T05:01:09.840491] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:01:09.840586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:09.845511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:09.846384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:09.847293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:09.849741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:09.851483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:09.852005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:09.853049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:09.854741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:09.855831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:01:09.856566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:10.007074] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-11-14
[2025-11-16T05:01:10.042804] [DEBUG] [MAG       ] DX: Last date is validated at 2025-11-14
[2025-11-16T05:01:10.096250] [DEBUG] [MAG       ] CION: Last date is validated at 2025-11-14
[2025-11-16T05:01:10.179303] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:10.208394] [DEBUG] [MAG       ] WCC: Last date is validated at 2025-11-14
[2025-11-16T05:01:10.220750] [DEBUG] [MAG       ] DX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:10.266479] [DEBUG] [MAG       ] CION: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:10.290616] [INFO ] [LOCAL     ] DX: Saved forecast.
[2025-11-16T05:01:10.290963] [INFO ] [main      ] DX: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=57.9653%)
[2025-11-16T05:01:10.291555] [INFO ] [main      ] Fetching symbol history for BIPH...
[2025-11-16T05:01:10.291706] [DEBUG] [REMOTE    ] BIPH: Fetching historical data.
[2025-11-16T05:01:10.292757] [INFO ] [main      ] Progress: 214/472 forecasts completed (45.3%). DX finished in 0.6s. ETA: 44.9s. Rate: 345.10 forecasts/min
[2025-11-16T05:01:10.305813] [DEBUG] [REMOTE    ] BIPH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:10.307206] [DEBUG] [LOCAL     ] Loaded configuration for BIPH: 8 features, N/A% accuracy
[2025-11-16T05:01:10.307338] [INFO ] [LOCAL     ] BIPH: Loaded 8 optimal features with 51.65% confidence from JSON config
[2025-11-16T05:01:10.307440] [DEBUG] [MAG       ] Building data for symbol: BIPH with lookback: 0
[2025-11-16T05:01:10.308419] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:10.308573] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:10.310114] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-11-16T05:01:10.310371] [INFO ] [main      ] CCK: Signal=1 (Conf=80.0%), Magnitude=-4.00% (Conf=58.1949%)
[2025-11-16T05:01:10.310673] [INFO ] [main      ] Fetching symbol history for TX...
[2025-11-16T05:01:10.310806] [DEBUG] [REMOTE    ] TX: Fetching historical data.
[2025-11-16T05:01:10.312825] [INFO ] [main      ] Progress: 215/472 forecasts completed (45.6%). CCK finished in 0.7s. ETA: 44.5s. Rate: 346.52 forecasts/min
[2025-11-16T05:01:10.314620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:10.316696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:10.317334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:10.317855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:10.322666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:10.323314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:10.324800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:10.325141] [DEBUG] [REMOTE    ] TX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:10.326537] [DEBUG] [LOCAL     ] Loaded configuration for TX: 2 features, N/A% accuracy
[2025-11-16T05:01:10.326618] [INFO ] [LOCAL     ] TX: Loaded 2 optimal features with 54.50% confidence from JSON config
[2025-11-16T05:01:10.326682] [DEBUG] [MAG       ] Building data for symbol: TX with lookback: 0
[2025-11-16T05:01:10.327341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:10.327704] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:10.327790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:10.347979] [INFO ] [LOCAL     ] CION: Saved forecast.
[2025-11-16T05:01:10.348215] [INFO ] [main      ] CION: Signal=1 (Conf=80.0%), Magnitude=-1.31% (Conf=41.4013%)
[2025-11-16T05:01:10.348713] [INFO ] [main      ] Progress: 216/472 forecasts completed (45.8%). CION finished in 0.6s. ETA: 44.2s. Rate: 347.80 forecasts/min
[2025-11-16T05:01:10.348926] [INFO ] [main      ] Fetching symbol history for EDN...
[2025-11-16T05:01:10.349032] [DEBUG] [REMOTE    ] EDN: Fetching historical data.
[2025-11-16T05:01:10.361667] [DEBUG] [REMOTE    ] EDN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:10.362903] [DEBUG] [LOCAL     ] Loaded configuration for EDN: 5 features, N/A% accuracy
[2025-11-16T05:01:10.363027] [INFO ] [LOCAL     ] EDN: Loaded 5 optimal features with 62.21% confidence from JSON config
[2025-11-16T05:01:10.363123] [DEBUG] [MAG       ] Building data for symbol: EDN with lookback: 0
[2025-11-16T05:01:10.364050] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:10.364182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:10.365988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:10.366615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:10.368412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:01:10.369208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:01:10.370440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:10.387393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:10.389118] [DEBUG] [MAG       ] WCC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:10.389214] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:10.588748] [INFO ] [LOCAL     ] WCC: Saved forecast.
[2025-11-16T05:01:10.589069] [INFO ] [main      ] WCC: Signal=1 (Conf=80.0%), Magnitude=-2.91% (Conf=52.1099%)
[2025-11-16T05:01:10.589798] [INFO ] [main      ] Fetching symbol history for NVT...
[2025-11-16T05:01:10.589928] [DEBUG] [REMOTE    ] NVT: Fetching historical data.
[2025-11-16T05:01:10.590747] [INFO ] [main      ] Progress: 217/472 forecasts completed (46.0%). WCC finished in 0.8s. ETA: 44.1s. Rate: 347.16 forecasts/min
[2025-11-16T05:01:10.605305] [DEBUG] [REMOTE    ] NVT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:10.607088] [DEBUG] [LOCAL     ] Loaded configuration for NVT: 8 features, N/A% accuracy
[2025-11-16T05:01:10.607229] [INFO ] [LOCAL     ] NVT: Loaded 8 optimal features with 59.96% confidence from JSON config
[2025-11-16T05:01:10.607328] [DEBUG] [MAG       ] Building data for symbol: NVT with lookback: 0
[2025-11-16T05:01:10.608421] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:10.608562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:10.613710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:10.615782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:10.616459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:10.617462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:10.668992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:10.670376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:01:10.674569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:01:10.677409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:10.687856] [DEBUG] [MAG       ] BIPH: Last date is validated at 2025-11-14
[2025-11-16T05:01:10.706780] [DEBUG] [MAG       ] EDN: Last date is validated at 2025-11-14
[2025-11-16T05:01:10.761232] [DEBUG] [MAG       ] TX: Last date is validated at 2025-11-14
[2025-11-16T05:01:10.862493] [DEBUG] [MAG       ] BIPH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:10.877354] [DEBUG] [MAG       ] EDN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:10.943094] [INFO ] [LOCAL     ] BIPH: Saved forecast.
[2025-11-16T05:01:10.943417] [INFO ] [main      ] BIPH: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=51.646%)
[2025-11-16T05:01:10.943463] [DEBUG] [MAG       ] TX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:10.944048] [INFO ] [main      ] Fetching symbol history for WDH...
[2025-11-16T05:01:10.944074] [INFO ] [main      ] Progress: 218/472 forecasts completed (46.2%). BIPH finished in 0.7s. ETA: 44.1s. Rate: 345.50 forecasts/min
[2025-11-16T05:01:10.944259] [DEBUG] [REMOTE    ] WDH: Fetching historical data.
[2025-11-16T05:01:10.962257] [DEBUG] [REMOTE    ] WDH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:10.963692] [DEBUG] [LOCAL     ] Loaded configuration for WDH: 4 features, N/A% accuracy
[2025-11-16T05:01:10.963778] [INFO ] [LOCAL     ] WDH: Loaded 4 optimal features with 40.07% confidence from JSON config
[2025-11-16T05:01:10.963822] [DEBUG] [MAG       ] Building data for symbol: WDH with lookback: 0
[2025-11-16T05:01:10.964768] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:10.964863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:10.970094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:10.971011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:10.971946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:10.973050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:10.984918] [INFO ] [LOCAL     ] EDN: Saved forecast.
[2025-11-16T05:01:10.985019] [INFO ] [main      ] EDN: Signal=1 (Conf=80.0%), Magnitude=2.86% (Conf=62.2149%)
[2025-11-16T05:01:10.985533] [INFO ] [main      ] Progress: 219/472 forecasts completed (46.4%). EDN finished in 0.6s. ETA: 43.8s. Rate: 346.71 forecasts/min
[2025-11-16T05:01:10.985416] [INFO ] [main      ] Fetching symbol history for NOTE...
[2025-11-16T05:01:10.985788] [DEBUG] [REMOTE    ] NOTE: Fetching historical data.
[2025-11-16T05:01:10.998272] [DEBUG] [REMOTE    ] NOTE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:10.999997] [DEBUG] [LOCAL     ] Loaded configuration for NOTE: 7 features, N/A% accuracy
[2025-11-16T05:01:11.000207] [INFO ] [LOCAL     ] NOTE: Loaded 7 optimal features with 50.65% confidence from JSON config
[2025-11-16T05:01:11.000284] [DEBUG] [MAG       ] Building data for symbol: NOTE with lookback: 0
[2025-11-16T05:01:11.001562] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:11.001771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:11.007022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:11.008947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:11.029436] [DEBUG] [MAG       ] NVT: Last date is validated at 2025-11-14
[2025-11-16T05:01:11.041378] [INFO ] [LOCAL     ] TX: Saved forecast.
[2025-11-16T05:01:11.041689] [INFO ] [main      ] TX: Signal=1 (Conf=80.0%), Magnitude=0.25% (Conf=54.498%)
[2025-11-16T05:01:11.041976] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-11-16T05:01:11.042094] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-11-16T05:01:11.043062] [INFO ] [main      ] Progress: 220/472 forecasts completed (46.6%). TX finished in 0.7s. ETA: 43.5s. Rate: 347.76 forecasts/min
[2025-11-16T05:01:11.056403] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:11.057979] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-11-16T05:01:11.058296] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-11-16T05:01:11.058352] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-11-16T05:01:11.059521] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:11.059613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:11.061573] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:11.062255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:11.062777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:11.067455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:01:11.067713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:11.069747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:11.070480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:11.071205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:11.072536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:11.074774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:11.204790] [DEBUG] [MAG       ] NVT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:11.331474] [DEBUG] [MAG       ] WDH: Last date is validated at 2025-11-14
[2025-11-16T05:01:11.341430] [INFO ] [LOCAL     ] NVT: Saved forecast.
[2025-11-16T05:01:11.341752] [INFO ] [main      ] NVT: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=59.9642%)
[2025-11-16T05:01:11.342251] [INFO ] [main      ] Fetching symbol history for ORC...
[2025-11-16T05:01:11.342375] [DEBUG] [REMOTE    ] ORC: Fetching historical data.
[2025-11-16T05:01:11.342817] [INFO ] [main      ] Progress: 221/472 forecasts completed (46.8%). NVT finished in 0.8s. ETA: 43.5s. Rate: 346.61 forecasts/min
[2025-11-16T05:01:11.357066] [DEBUG] [REMOTE    ] ORC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:11.358921] [DEBUG] [LOCAL     ] Loaded configuration for ORC: 8 features, N/A% accuracy
[2025-11-16T05:01:11.359257] [INFO ] [LOCAL     ] ORC: Loaded 8 optimal features with 56.83% confidence from JSON config
[2025-11-16T05:01:11.359314] [DEBUG] [MAG       ] Building data for symbol: ORC with lookback: 0
[2025-11-16T05:01:11.360360] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:11.360498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:11.365941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:11.367994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:11.368599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:11.369162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:11.369683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:11.370531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:11.372967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:11.434885] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-11-14
[2025-11-16T05:01:11.459041] [DEBUG] [MAG       ] NOTE: Last date is validated at 2025-11-14
[2025-11-16T05:01:11.505579] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:11.513817] [DEBUG] [MAG       ] WDH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:11.581404] [INFO ] [LOCAL     ] WDH: Saved forecast.
[2025-11-16T05:01:11.581805] [INFO ] [main      ] WDH: Signal=1 (Conf=80.0%), Magnitude=-3.53% (Conf=40.067%)
[2025-11-16T05:01:11.582394] [INFO ] [main      ] Fetching symbol history for BBVA...
[2025-11-16T05:01:11.582526] [DEBUG] [REMOTE    ] BBVA: Fetching historical data.
[2025-11-16T05:01:11.582766] [INFO ] [main      ] Progress: 222/472 forecasts completed (47.0%). WDH finished in 0.6s. ETA: 43.4s. Rate: 346.00 forecasts/min
[2025-11-16T05:01:11.599938] [DEBUG] [REMOTE    ] BBVA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:11.601552] [DEBUG] [LOCAL     ] Loaded configuration for BBVA: 9 features, N/A% accuracy
[2025-11-16T05:01:11.601627] [INFO ] [LOCAL     ] BBVA: Loaded 9 optimal features with 61.67% confidence from JSON config
[2025-11-16T05:01:11.601695] [DEBUG] [MAG       ] Building data for symbol: BBVA with lookback: 0
[2025-11-16T05:01:11.602942] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:11.603028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:11.605051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:11.605783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:11.607614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:11.626494] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:11.635012] [DEBUG] [MAG       ] NOTE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:11.653851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:11.655063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:11.655914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:01:11.657573] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:01:11.660319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:11.661465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:11.716698] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-11-16T05:01:11.716864] [INFO ] [main      ] FIGS: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=47.8543%)
[2025-11-16T05:01:11.717102] [INFO ] [main      ] Fetching symbol history for VSH...
[2025-11-16T05:01:11.717169] [DEBUG] [REMOTE    ] VSH: Fetching historical data.
[2025-11-16T05:01:11.719467] [INFO ] [main      ] Progress: 223/472 forecasts completed (47.2%). FIGS finished in 0.7s. ETA: 43.1s. Rate: 346.33 forecasts/min
[2025-11-16T05:01:11.733136] [DEBUG] [REMOTE    ] VSH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:11.734602] [DEBUG] [LOCAL     ] Loaded configuration for VSH: 1 features, N/A% accuracy
[2025-11-16T05:01:11.734764] [INFO ] [LOCAL     ] VSH: Loaded 1 optimal features with 45.27% confidence from JSON config
[2025-11-16T05:01:11.734864] [DEBUG] [MAG       ] Building data for symbol: VSH with lookback: 0
[2025-11-16T05:01:11.736130] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:11.736299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:11.737457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:11.746134] [INFO ] [LOCAL     ] NOTE: Saved forecast.
[2025-11-16T05:01:11.746457] [INFO ] [main      ] NOTE: Signal=1 (Conf=80.0%), Magnitude=6.27% (Conf=50.6472%)
[2025-11-16T05:01:11.747016] [INFO ] [main      ] Fetching symbol history for IAE...
[2025-11-16T05:01:11.747142] [DEBUG] [REMOTE    ] IAE: Fetching historical data.
[2025-11-16T05:01:11.747763] [INFO ] [main      ] Progress: 224/472 forecasts completed (47.5%). NOTE finished in 0.8s. ETA: 42.8s. Rate: 347.63 forecasts/min
[2025-11-16T05:01:11.761989] [DEBUG] [REMOTE    ] IAE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:11.763443] [DEBUG] [LOCAL     ] Loaded configuration for IAE: 6 features, N/A% accuracy
[2025-11-16T05:01:11.763571] [INFO ] [LOCAL     ] IAE: Loaded 6 optimal features with 36.71% confidence from JSON config
[2025-11-16T05:01:11.763683] [DEBUG] [MAG       ] Building data for symbol: IAE with lookback: 0
[2025-11-16T05:01:11.764616] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:11.764798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:11.766680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:11.767344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:11.767960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:11.768460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:11.771135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:11.773042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:11.856238] [DEBUG] [MAG       ] ORC: Last date is validated at 2025-11-14
[2025-11-16T05:01:12.018635] [DEBUG] [MAG       ] BBVA: Last date is validated at 2025-11-14
[2025-11-16T05:01:12.036680] [DEBUG] [MAG       ] ORC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:12.094482] [DEBUG] [MAG       ] VSH: Last date is validated at 2025-11-14
[2025-11-16T05:01:12.110838] [INFO ] [LOCAL     ] ORC: Saved forecast.
[2025-11-16T05:01:12.110988] [INFO ] [main      ] ORC: Signal=1 (Conf=80.0%), Magnitude=-0.67% (Conf=56.8255%)
[2025-11-16T05:01:12.111672] [INFO ] [main      ] Fetching symbol history for NGG...
[2025-11-16T05:01:12.111751] [DEBUG] [REMOTE    ] NGG: Fetching historical data.
[2025-11-16T05:01:12.111918] [INFO ] [main      ] Progress: 225/472 forecasts completed (47.7%). ORC finished in 0.8s. ETA: 42.8s. Rate: 345.92 forecasts/min
[2025-11-16T05:01:12.121487] [DEBUG] [MAG       ] IAE: Last date is validated at 2025-11-14
[2025-11-16T05:01:12.126329] [DEBUG] [REMOTE    ] NGG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:12.127597] [DEBUG] [LOCAL     ] Loaded configuration for NGG: 7 features, N/A% accuracy
[2025-11-16T05:01:12.127704] [INFO ] [LOCAL     ] NGG: Loaded 7 optimal features with 61.74% confidence from JSON config
[2025-11-16T05:01:12.127775] [DEBUG] [MAG       ] Building data for symbol: NGG with lookback: 0
[2025-11-16T05:01:12.128746] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:12.128866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:12.130755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:12.131382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:12.131841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:12.132629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:12.133270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:01:12.134849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:01:12.137679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:12.194145] [DEBUG] [MAG       ] BBVA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:12.271919] [DEBUG] [MAG       ] VSH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:12.283684] [INFO ] [LOCAL     ] BBVA: Saved forecast.
[2025-11-16T05:01:12.284006] [INFO ] [main      ] BBVA: Signal=1 (Conf=80.0%), Magnitude=-1.19% (Conf=61.6729%)
[2025-11-16T05:01:12.284305] [INFO ] [main      ] Fetching symbol history for VPG...
[2025-11-16T05:01:12.284424] [DEBUG] [REMOTE    ] VPG: Fetching historical data.
[2025-11-16T05:01:12.285745] [INFO ] [main      ] Progress: 226/472 forecasts completed (47.9%). BBVA finished in 0.7s. ETA: 42.7s. Rate: 345.92 forecasts/min
[2025-11-16T05:01:12.293414] [DEBUG] [MAG       ] IAE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:12.301923] [DEBUG] [REMOTE    ] VPG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:12.303294] [DEBUG] [LOCAL     ] Loaded configuration for VPG: 2 features, N/A% accuracy
[2025-11-16T05:01:12.303367] [INFO ] [LOCAL     ] VPG: Loaded 2 optimal features with 47.19% confidence from JSON config
[2025-11-16T05:01:12.303405] [DEBUG] [MAG       ] Building data for symbol: VPG with lookback: 0
[2025-11-16T05:01:12.304403] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:12.304496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:12.309926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:12.311388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:12.360913] [INFO ] [LOCAL     ] IAE: Saved forecast.
[2025-11-16T05:01:12.361190] [INFO ] [main      ] IAE: Signal=1 (Conf=80.0%), Magnitude=-0.89% (Conf=36.7053%)
[2025-11-16T05:01:12.361684] [INFO ] [main      ] Fetching symbol history for CHMI...
[2025-11-16T05:01:12.361804] [DEBUG] [REMOTE    ] CHMI: Fetching historical data.
[2025-11-16T05:01:12.361752] [INFO ] [main      ] Progress: 227/472 forecasts completed (48.1%). IAE finished in 0.6s. ETA: 42.4s. Rate: 346.78 forecasts/min
[2025-11-16T05:01:12.364249] [INFO ] [LOCAL     ] VSH: Saved forecast.
[2025-11-16T05:01:12.364501] [INFO ] [main      ] VSH: Signal=1 (Conf=80.0%), Magnitude=-10.53% (Conf=45.2703%)
[2025-11-16T05:01:12.364805] [INFO ] [main      ] Fetching symbol history for PINE...
[2025-11-16T05:01:12.365049] [INFO ] [main      ] Progress: 228/472 forecasts completed (48.3%). VSH finished in 0.6s. ETA: 42.0s. Rate: 348.28 forecasts/min
[2025-11-16T05:01:12.364948] [DEBUG] [REMOTE    ] PINE: Fetching historical data.
[2025-11-16T05:01:12.377561] [DEBUG] [REMOTE    ] CHMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:12.379181] [DEBUG] [LOCAL     ] Loaded configuration for CHMI: 8 features, N/A% accuracy
[2025-11-16T05:01:12.379310] [INFO ] [LOCAL     ] CHMI: Loaded 8 optimal features with 48.68% confidence from JSON config
[2025-11-16T05:01:12.379405] [DEBUG] [MAG       ] Building data for symbol: CHMI with lookback: 0
[2025-11-16T05:01:12.380587] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:12.380747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:12.381484] [DEBUG] [REMOTE    ] PINE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:12.382719] [DEBUG] [LOCAL     ] Loaded configuration for PINE: 6 features, N/A% accuracy
[2025-11-16T05:01:12.382808] [INFO ] [LOCAL     ] PINE: Loaded 6 optimal features with 60.75% confidence from JSON config
[2025-11-16T05:01:12.382848] [DEBUG] [MAG       ] Building data for symbol: PINE with lookback: 0
[2025-11-16T05:01:12.383913] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:12.384002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:12.386917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:12.389141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:12.389805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:12.390043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:12.390328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:12.390832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:12.391143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:12.392087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:12.392991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:12.413162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:12.415386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:12.450227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:12.453048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:12.456584] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:12.487393] [DEBUG] [MAG       ] NGG: Last date is validated at 2025-11-14
[2025-11-16T05:01:12.658334] [DEBUG] [MAG       ] VPG: Last date is validated at 2025-11-14
[2025-11-16T05:01:12.663076] [DEBUG] [MAG       ] NGG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:12.769844] [INFO ] [LOCAL     ] NGG: Saved forecast.
[2025-11-16T05:01:12.770180] [INFO ] [main      ] NGG: Signal=1 (Conf=80.0%), Magnitude=-0.87% (Conf=61.7433%)
[2025-11-16T05:01:12.770691] [INFO ] [main      ] Fetching symbol history for TAL...
[2025-11-16T05:01:12.770818] [DEBUG] [REMOTE    ] TAL: Fetching historical data.
[2025-11-16T05:01:12.770781] [INFO ] [main      ] Progress: 229/472 forecasts completed (48.5%). NGG finished in 0.7s. ETA: 42.1s. Rate: 346.23 forecasts/min
[2025-11-16T05:01:12.787391] [DEBUG] [REMOTE    ] TAL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:12.788608] [DEBUG] [LOCAL     ] Loaded configuration for TAL: 4 features, N/A% accuracy
[2025-11-16T05:01:12.788711] [INFO ] [LOCAL     ] TAL: Loaded 4 optimal features with 47.54% confidence from JSON config
[2025-11-16T05:01:12.788825] [DEBUG] [MAG       ] Building data for symbol: TAL with lookback: 0
[2025-11-16T05:01:12.790070] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:12.790212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:12.793825] [DEBUG] [MAG       ] CHMI: Last date is validated at 2025-11-14
[2025-11-16T05:01:12.795765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:12.796685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:12.809292] [DEBUG] [MAG       ] PINE: Last date is validated at 2025-11-14
[2025-11-16T05:01:12.837379] [DEBUG] [MAG       ] VPG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:12.931511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:01:12.934685] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:12.936909] [INFO ] [LOCAL     ] VPG: Saved forecast.
[2025-11-16T05:01:12.937215] [INFO ] [main      ] VPG: Signal=1 (Conf=80.0%), Magnitude=-2.59% (Conf=47.1856%)
[2025-11-16T05:01:12.937511] [INFO ] [main      ] Fetching symbol history for PACK...
[2025-11-16T05:01:12.937657] [DEBUG] [REMOTE    ] PACK: Fetching historical data.
[2025-11-16T05:01:12.939012] [INFO ] [main      ] Progress: 230/472 forecasts completed (48.7%). VPG finished in 0.7s. ETA: 41.9s. Rate: 346.27 forecasts/min
[2025-11-16T05:01:12.953273] [DEBUG] [REMOTE    ] PACK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:12.954736] [DEBUG] [LOCAL     ] Loaded configuration for PACK: 4 features, N/A% accuracy
[2025-11-16T05:01:12.954867] [INFO ] [LOCAL     ] PACK: Loaded 4 optimal features with 51.73% confidence from JSON config
[2025-11-16T05:01:12.954973] [DEBUG] [MAG       ] Building data for symbol: PACK with lookback: 0
[2025-11-16T05:01:12.956001] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:12.956143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:12.958120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:12.958834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:12.959341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:01:12.960939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:12.976179] [DEBUG] [MAG       ] CHMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:12.987230] [DEBUG] [MAG       ] PINE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:13.067099] [INFO ] [LOCAL     ] PINE: Saved forecast.
[2025-11-16T05:01:13.067400] [INFO ] [main      ] PINE: Signal=1 (Conf=80.0%), Magnitude=-2.21% (Conf=60.749%)
[2025-11-16T05:01:13.067689] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-11-16T05:01:13.067805] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-11-16T05:01:13.071741] [INFO ] [main      ] Progress: 231/472 forecasts completed (48.9%). PINE finished in 0.7s. ETA: 41.7s. Rate: 346.62 forecasts/min
[2025-11-16T05:01:13.082269] [DEBUG] [REMOTE    ] MKC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:13.083470] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-11-16T05:01:13.083597] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-11-16T05:01:13.083719] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-11-16T05:01:13.084708] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:13.084840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:13.086774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:13.087424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:13.131518] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:13.135260] [INFO ] [LOCAL     ] CHMI: Saved forecast.
[2025-11-16T05:01:13.135566] [INFO ] [main      ] CHMI: Signal=1 (Conf=80.0%), Magnitude=0.32% (Conf=48.6815%)
[2025-11-16T05:01:13.136140] [INFO ] [main      ] Fetching symbol history for AXR...
[2025-11-16T05:01:13.136298] [DEBUG] [REMOTE    ] AXR: Fetching historical data.
[2025-11-16T05:01:13.136336] [INFO ] [main      ] Progress: 232/472 forecasts completed (49.2%). CHMI finished in 0.8s. ETA: 41.4s. Rate: 347.56 forecasts/min
[2025-11-16T05:01:13.150677] [DEBUG] [REMOTE    ] AXR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:13.151990] [DEBUG] [LOCAL     ] Loaded configuration for AXR: 7 features, N/A% accuracy
[2025-11-16T05:01:13.152126] [INFO ] [LOCAL     ] AXR: Loaded 7 optimal features with 61.98% confidence from JSON config
[2025-11-16T05:01:13.152243] [DEBUG] [MAG       ] Building data for symbol: AXR with lookback: 0
[2025-11-16T05:01:13.153317] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:13.153458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:13.159411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:13.160859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:13.163742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:13.165892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:13.167338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:13.170684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:13.172271] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:13.299000] [DEBUG] [MAG       ] TAL: Last date is validated at 2025-11-14
[2025-11-16T05:01:13.306464] [DEBUG] [MAG       ] PACK: Last date is validated at 2025-11-14
[2025-11-16T05:01:13.476062] [DEBUG] [MAG       ] TAL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:13.476844] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-11-14
[2025-11-16T05:01:13.479887] [DEBUG] [MAG       ] PACK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:13.527312] [DEBUG] [MAG       ] AXR: Last date is validated at 2025-11-14
[2025-11-16T05:01:13.561229] [INFO ] [LOCAL     ] PACK: Saved forecast.
[2025-11-16T05:01:13.561556] [INFO ] [main      ] PACK: Signal=1 (Conf=80.0%), Magnitude=-3.12% (Conf=51.7257%)
[2025-11-16T05:01:13.562146] [INFO ] [main      ] Fetching symbol history for SBSI...
[2025-11-16T05:01:13.562310] [DEBUG] [REMOTE    ] SBSI: Fetching historical data.
[2025-11-16T05:01:13.562766] [INFO ] [main      ] Progress: 233/472 forecasts completed (49.4%). PACK finished in 0.6s. ETA: 41.5s. Rate: 345.38 forecasts/min
[2025-11-16T05:01:13.565739] [INFO ] [LOCAL     ] TAL: Saved forecast.
[2025-11-16T05:01:13.565871] [INFO ] [main      ] TAL: Signal=1 (Conf=80.0%), Magnitude=0.39% (Conf=47.5377%)
[2025-11-16T05:01:13.566252] [INFO ] [main      ] Fetching symbol history for YALA...
[2025-11-16T05:01:13.566350] [DEBUG] [REMOTE    ] YALA: Fetching historical data.
[2025-11-16T05:01:13.567702] [INFO ] [main      ] Progress: 234/472 forecasts completed (49.6%). TAL finished in 0.8s. ETA: 41.2s. Rate: 346.82 forecasts/min
[2025-11-16T05:01:13.580912] [DEBUG] [REMOTE    ] SBSI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:13.581403] [DEBUG] [REMOTE    ] YALA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:13.582472] [DEBUG] [LOCAL     ] Loaded configuration for SBSI: 1 features, N/A% accuracy
[2025-11-16T05:01:13.582619] [INFO ] [LOCAL     ] SBSI: Loaded 1 optimal features with 38.01% confidence from JSON config
[2025-11-16T05:01:13.582709] [DEBUG] [MAG       ] Building data for symbol: SBSI with lookback: 0
[2025-11-16T05:01:13.582774] [DEBUG] [LOCAL     ] Loaded configuration for YALA: 8 features, N/A% accuracy
[2025-11-16T05:01:13.582868] [INFO ] [LOCAL     ] YALA: Loaded 8 optimal features with 59.88% confidence from JSON config
[2025-11-16T05:01:13.582928] [DEBUG] [MAG       ] Building data for symbol: YALA with lookback: 0
[2025-11-16T05:01:13.583895] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:13.583998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:13.584014] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:13.584155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:13.586095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:13.586980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:13.589036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:13.590295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:13.592411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:13.592963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:13.594902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:13.596125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:01:13.596945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:13.662153] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:13.702750] [DEBUG] [MAG       ] AXR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:13.779160] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-11-16T05:01:13.779487] [INFO ] [main      ] MKC: Signal=1 (Conf=80.0%), Magnitude=-0.67% (Conf=61.792%)
[2025-11-16T05:01:13.779805] [INFO ] [main      ] Fetching symbol history for EVT...
[2025-11-16T05:01:13.779930] [DEBUG] [REMOTE    ] EVT: Fetching historical data.
[2025-11-16T05:01:13.781060] [INFO ] [main      ] Progress: 235/472 forecasts completed (49.8%). MKC finished in 0.7s. ETA: 41.0s. Rate: 346.48 forecasts/min
[2025-11-16T05:01:13.794822] [DEBUG] [REMOTE    ] EVT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:13.796390] [DEBUG] [LOCAL     ] Loaded configuration for EVT: 7 features, N/A% accuracy
[2025-11-16T05:01:13.796522] [INFO ] [LOCAL     ] EVT: Loaded 7 optimal features with 61.04% confidence from JSON config
[2025-11-16T05:01:13.796624] [DEBUG] [MAG       ] Building data for symbol: EVT with lookback: 0
[2025-11-16T05:01:13.797773] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:13.797912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:13.799986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:13.800721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:13.801196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:13.802327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:13.803119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:01:13.804717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:13.806135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:13.816976] [INFO ] [LOCAL     ] AXR: Saved forecast.
[2025-11-16T05:01:13.817283] [INFO ] [main      ] AXR: Signal=1 (Conf=80.0%), Magnitude=-8.90% (Conf=61.981%)
[2025-11-16T05:01:13.817569] [INFO ] [main      ] Fetching symbol history for PNI...
[2025-11-16T05:01:13.817698] [DEBUG] [REMOTE    ] PNI: Fetching historical data.
[2025-11-16T05:01:13.818083] [INFO ] [main      ] Progress: 236/472 forecasts completed (50.0%). AXR finished in 0.7s. ETA: 40.7s. Rate: 347.64 forecasts/min
[2025-11-16T05:01:13.833637] [DEBUG] [REMOTE    ] PNI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:13.834830] [DEBUG] [LOCAL     ] Loaded configuration for PNI: 1 features, N/A% accuracy
[2025-11-16T05:01:13.834963] [INFO ] [LOCAL     ] PNI: Loaded 1 optimal features with 43.41% confidence from JSON config
[2025-11-16T05:01:13.835063] [DEBUG] [MAG       ] Building data for symbol: PNI with lookback: 0
[2025-11-16T05:01:13.836123] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:13.836306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:13.841571] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:13.943875] [DEBUG] [MAG       ] YALA: Last date is validated at 2025-11-14
[2025-11-16T05:01:13.950362] [DEBUG] [MAG       ] SBSI: Last date is validated at 2025-11-14
[2025-11-16T05:01:14.115268] [DEBUG] [MAG       ] YALA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:14.125147] [DEBUG] [MAG       ] SBSI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:14.159021] [DEBUG] [MAG       ] EVT: Last date is validated at 2025-11-14
[2025-11-16T05:01:14.195475] [INFO ] [LOCAL     ] YALA: Saved forecast.
[2025-11-16T05:01:14.195748] [INFO ] [main      ] YALA: Signal=1 (Conf=80.0%), Magnitude=-1.83% (Conf=59.8824%)
[2025-11-16T05:01:14.196258] [INFO ] [main      ] Fetching symbol history for FBK...
[2025-11-16T05:01:14.196386] [DEBUG] [REMOTE    ] FBK: Fetching historical data.
[2025-11-16T05:01:14.196309] [INFO ] [main      ] Progress: 237/472 forecasts completed (50.2%). YALA finished in 0.6s. ETA: 40.8s. Rate: 345.90 forecasts/min
[2025-11-16T05:01:14.199218] [DEBUG] [MAG       ] PNI: Last date is validated at 2025-11-14
[2025-11-16T05:01:14.208828] [DEBUG] [REMOTE    ] FBK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:14.210103] [DEBUG] [LOCAL     ] Loaded configuration for FBK: 6 features, N/A% accuracy
[2025-11-16T05:01:14.210181] [INFO ] [LOCAL     ] FBK: Loaded 6 optimal features with 51.49% confidence from JSON config
[2025-11-16T05:01:14.210287] [DEBUG] [MAG       ] Building data for symbol: FBK with lookback: 0
[2025-11-16T05:01:14.211159] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:14.211246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:14.216018] [INFO ] [LOCAL     ] SBSI: Saved forecast.
[2025-11-16T05:01:14.216138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:14.216268] [INFO ] [main      ] SBSI: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=38.0085%)
[2025-11-16T05:01:14.216490] [INFO ] [main      ] Fetching symbol history for MUFG...
[2025-11-16T05:01:14.216545] [DEBUG] [REMOTE    ] MUFG: Fetching historical data.
[2025-11-16T05:01:14.217460] [INFO ] [main      ] Progress: 238/472 forecasts completed (50.4%). SBSI finished in 0.7s. ETA: 40.4s. Rate: 347.18 forecasts/min
[2025-11-16T05:01:14.218433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:14.219027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:14.219509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:14.221930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:01:14.223149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:14.233051] [DEBUG] [REMOTE    ] MUFG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:14.234444] [DEBUG] [LOCAL     ] Loaded configuration for MUFG: 8 features, N/A% accuracy
[2025-11-16T05:01:14.234515] [INFO ] [LOCAL     ] MUFG: Loaded 8 optimal features with 56.38% confidence from JSON config
[2025-11-16T05:01:14.234555] [DEBUG] [MAG       ] Building data for symbol: MUFG with lookback: 0
[2025-11-16T05:01:14.235506] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:14.235592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:14.240898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:14.242944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:14.243498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:14.243992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:14.244490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:14.245744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:14.336376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:14.336711] [DEBUG] [MAG       ] EVT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:14.338858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:14.393968] [DEBUG] [MAG       ] PNI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:14.415223] [INFO ] [LOCAL     ] EVT: Saved forecast.
[2025-11-16T05:01:14.415368] [INFO ] [main      ] EVT: Signal=1 (Conf=80.0%), Magnitude=-0.11% (Conf=61.0381%)
[2025-11-16T05:01:14.415753] [INFO ] [main      ] Fetching symbol history for RH...
[2025-11-16T05:01:14.416129] [DEBUG] [REMOTE    ] RH: Fetching historical data.
[2025-11-16T05:01:14.416754] [INFO ] [main      ] Progress: 239/472 forecasts completed (50.6%). EVT finished in 0.6s. ETA: 40.3s. Rate: 346.96 forecasts/min
[2025-11-16T05:01:14.431525] [DEBUG] [REMOTE    ] RH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:14.433018] [DEBUG] [LOCAL     ] Loaded configuration for RH: 8 features, N/A% accuracy
[2025-11-16T05:01:14.433144] [INFO ] [LOCAL     ] RH: Loaded 8 optimal features with 57.78% confidence from JSON config
[2025-11-16T05:01:14.433244] [DEBUG] [MAG       ] Building data for symbol: RH with lookback: 0
[2025-11-16T05:01:14.434211] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:14.434346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:14.439398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:14.441447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:14.442070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:14.442638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:14.443219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:14.444259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:01:14.446453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:01:14.449352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:14.458823] [INFO ] [LOCAL     ] PNI: Saved forecast.
[2025-11-16T05:01:14.459136] [INFO ] [main      ] PNI: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=43.4107%)
[2025-11-16T05:01:14.459427] [INFO ] [main      ] Fetching symbol history for EVEX...
[2025-11-16T05:01:14.459847] [DEBUG] [REMOTE    ] EVEX: Fetching historical data.
[2025-11-16T05:01:14.460738] [INFO ] [main      ] Progress: 240/472 forecasts completed (50.8%). PNI finished in 0.6s. ETA: 40.0s. Rate: 348.04 forecasts/min
[2025-11-16T05:01:14.474289] [DEBUG] [REMOTE    ] EVEX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:14.475579] [DEBUG] [LOCAL     ] Loaded configuration for EVEX: 5 features, N/A% accuracy
[2025-11-16T05:01:14.475723] [INFO ] [LOCAL     ] EVEX: Loaded 5 optimal features with 52.12% confidence from JSON config
[2025-11-16T05:01:14.475826] [DEBUG] [MAG       ] Building data for symbol: EVEX with lookback: 0
[2025-11-16T05:01:14.476889] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:14.477030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:14.477925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:14.478953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:14.479863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:14.480613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:14.497708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:14.581252] [DEBUG] [MAG       ] FBK: Last date is validated at 2025-11-14
[2025-11-16T05:01:14.692507] [DEBUG] [MAG       ] MUFG: Last date is validated at 2025-11-14
[2025-11-16T05:01:14.756952] [DEBUG] [MAG       ] FBK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:14.803060] [DEBUG] [MAG       ] RH: Last date is validated at 2025-11-14
[2025-11-16T05:01:14.850535] [DEBUG] [MAG       ] EVEX: Last date is validated at 2025-11-14
[2025-11-16T05:01:14.871023] [INFO ] [LOCAL     ] FBK: Saved forecast.
[2025-11-16T05:01:14.871303] [INFO ] [main      ] FBK: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=51.4948%)
[2025-11-16T05:01:14.871536] [INFO ] [main      ] Fetching symbol history for WLK...
[2025-11-16T05:01:14.871871] [DEBUG] [REMOTE    ] WLK: Fetching historical data.
[2025-11-16T05:01:14.873810] [INFO ] [main      ] Progress: 241/472 forecasts completed (51.1%). FBK finished in 0.7s. ETA: 40.1s. Rate: 346.03 forecasts/min
[2025-11-16T05:01:14.886715] [DEBUG] [REMOTE    ] WLK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:14.887675] [DEBUG] [LOCAL     ] Loaded configuration for WLK: 6 features, N/A% accuracy
[2025-11-16T05:01:14.887776] [INFO ] [LOCAL     ] WLK: Loaded 6 optimal features with 50.47% confidence from JSON config
[2025-11-16T05:01:14.887855] [DEBUG] [MAG       ] Building data for symbol: WLK with lookback: 0
[2025-11-16T05:01:14.888728] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:14.888838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:14.893730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:14.895565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:14.896143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:14.896695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:14.897148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:14.899814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:14.976639] [DEBUG] [MAG       ] MUFG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:14.977907] [DEBUG] [MAG       ] RH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:15.027369] [DEBUG] [MAG       ] EVEX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:15.061234] [INFO ] [LOCAL     ] MUFG: Saved forecast.
[2025-11-16T05:01:15.061552] [INFO ] [main      ] MUFG: Signal=1 (Conf=80.0%), Magnitude=1.02% (Conf=56.378%)
[2025-11-16T05:01:15.061880] [INFO ] [main      ] Fetching symbol history for ONON...
[2025-11-16T05:01:15.062006] [DEBUG] [REMOTE    ] ONON: Fetching historical data.
[2025-11-16T05:01:15.063398] [INFO ] [main      ] Progress: 242/472 forecasts completed (51.3%). MUFG finished in 0.8s. ETA: 39.9s. Rate: 345.90 forecasts/min
[2025-11-16T05:01:15.079530] [DEBUG] [REMOTE    ] ONON: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:15.081437] [DEBUG] [LOCAL     ] Loaded configuration for ONON: 4 features, N/A% accuracy
[2025-11-16T05:01:15.081546] [INFO ] [LOCAL     ] ONON: Loaded 4 optimal features with 48.77% confidence from JSON config
[2025-11-16T05:01:15.081761] [DEBUG] [MAG       ] Building data for symbol: ONON with lookback: 0
[2025-11-16T05:01:15.082831] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:15.082970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:15.088406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:15.089757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:01:15.091742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:01:15.094188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:15.106724] [INFO ] [LOCAL     ] EVEX: Saved forecast.
[2025-11-16T05:01:15.107053] [INFO ] [main      ] EVEX: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=52.1231%)
[2025-11-16T05:01:15.107363] [INFO ] [main      ] Fetching symbol history for SLG...
[2025-11-16T05:01:15.107480] [DEBUG] [REMOTE    ] SLG: Fetching historical data.
[2025-11-16T05:01:15.108772] [INFO ] [main      ] Progress: 243/472 forecasts completed (51.5%). EVEX finished in 0.6s. ETA: 39.6s. Rate: 346.95 forecasts/min
[2025-11-16T05:01:15.123757] [DEBUG] [REMOTE    ] SLG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:15.124959] [DEBUG] [LOCAL     ] Loaded configuration for SLG: 2 features, N/A% accuracy
[2025-11-16T05:01:15.125088] [INFO ] [LOCAL     ] SLG: Loaded 2 optimal features with 39.56% confidence from JSON config
[2025-11-16T05:01:15.125190] [DEBUG] [MAG       ] Building data for symbol: SLG with lookback: 0
[2025-11-16T05:01:15.126286] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:15.126437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:15.131992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:15.149136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:15.230064] [INFO ] [LOCAL     ] RH: Saved forecast.
[2025-11-16T05:01:15.230374] [INFO ] [main      ] RH: Signal=1 (Conf=80.0%), Magnitude=-1.02% (Conf=57.7813%)
[2025-11-16T05:01:15.230674] [INFO ] [main      ] Fetching symbol history for EQBK...
[2025-11-16T05:01:15.230791] [DEBUG] [REMOTE    ] EQBK: Fetching historical data.
[2025-11-16T05:01:15.231797] [INFO ] [main      ] Progress: 244/472 forecasts completed (51.7%). RH finished in 0.8s. ETA: 39.4s. Rate: 347.37 forecasts/min
[2025-11-16T05:01:15.246519] [DEBUG] [REMOTE    ] EQBK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:15.246935] [DEBUG] [MAG       ] WLK: Last date is validated at 2025-11-14
[2025-11-16T05:01:15.247757] [DEBUG] [LOCAL     ] Loaded configuration for EQBK: 1 features, N/A% accuracy
[2025-11-16T05:01:15.247830] [INFO ] [LOCAL     ] EQBK: Loaded 1 optimal features with 44.65% confidence from JSON config
[2025-11-16T05:01:15.247869] [DEBUG] [MAG       ] Building data for symbol: EQBK with lookback: 0
[2025-11-16T05:01:15.248887] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:15.248964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:15.253921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:15.429157] [DEBUG] [MAG       ] WLK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:15.455349] [DEBUG] [MAG       ] ONON: Last date is validated at 2025-11-14
[2025-11-16T05:01:15.516813] [DEBUG] [MAG       ] SLG: Last date is validated at 2025-11-14
[2025-11-16T05:01:15.566023] [INFO ] [LOCAL     ] WLK: Saved forecast.
[2025-11-16T05:01:15.566328] [INFO ] [main      ] WLK: Signal=1 (Conf=80.0%), Magnitude=-0.70% (Conf=50.4667%)
[2025-11-16T05:01:15.566789] [INFO ] [main      ] Fetching symbol history for BME...
[2025-11-16T05:01:15.566904] [DEBUG] [REMOTE    ] BME: Fetching historical data.
[2025-11-16T05:01:15.566996] [INFO ] [main      ] Progress: 245/472 forecasts completed (51.9%). WLK finished in 0.7s. ETA: 39.4s. Rate: 346.04 forecasts/min
[2025-11-16T05:01:15.579473] [DEBUG] [REMOTE    ] BME: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:15.580986] [DEBUG] [LOCAL     ] Loaded configuration for BME: 3 features, N/A% accuracy
[2025-11-16T05:01:15.581064] [INFO ] [LOCAL     ] BME: Loaded 3 optimal features with 59.45% confidence from JSON config
[2025-11-16T05:01:15.581172] [DEBUG] [MAG       ] Building data for symbol: BME with lookback: 0
[2025-11-16T05:01:15.582085] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:15.582172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:15.584031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:15.584635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:15.585088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:15.628661] [DEBUG] [MAG       ] EQBK: Last date is validated at 2025-11-14
[2025-11-16T05:01:15.631166] [DEBUG] [MAG       ] ONON: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:15.700997] [DEBUG] [MAG       ] SLG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:15.753842] [INFO ] [LOCAL     ] ONON: Saved forecast.
[2025-11-16T05:01:15.754004] [INFO ] [main      ] ONON: Signal=1 (Conf=80.0%), Magnitude=5.97% (Conf=48.7701%)
[2025-11-16T05:01:15.754716] [INFO ] [main      ] Progress: 246/472 forecasts completed (52.1%). ONON finished in 0.7s. ETA: 39.2s. Rate: 345.92 forecasts/min
[2025-11-16T05:01:15.754957] [INFO ] [main      ] Fetching symbol history for FFWM...
[2025-11-16T05:01:15.755067] [DEBUG] [REMOTE    ] FFWM: Fetching historical data.
[2025-11-16T05:01:15.770302] [DEBUG] [REMOTE    ] FFWM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:15.771673] [DEBUG] [LOCAL     ] Loaded configuration for FFWM: 3 features, N/A% accuracy
[2025-11-16T05:01:15.771773] [INFO ] [LOCAL     ] FFWM: Loaded 3 optimal features with 52.17% confidence from JSON config
[2025-11-16T05:01:15.771827] [DEBUG] [MAG       ] Building data for symbol: FFWM with lookback: 0
[2025-11-16T05:01:15.772931] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:15.773028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:15.778327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:15.782943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:01:15.784714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:15.814787] [DEBUG] [MAG       ] EQBK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:15.824448] [INFO ] [LOCAL     ] SLG: Saved forecast.
[2025-11-16T05:01:15.824788] [INFO ] [main      ] SLG: Signal=1 (Conf=80.0%), Magnitude=-2.22% (Conf=39.5624%)
[2025-11-16T05:01:15.825444] [INFO ] [main      ] Fetching symbol history for HFRO...
[2025-11-16T05:01:15.825569] [DEBUG] [REMOTE    ] HFRO: Fetching historical data.
[2025-11-16T05:01:15.826749] [INFO ] [main      ] Progress: 247/472 forecasts completed (52.3%). SLG finished in 0.7s. ETA: 38.9s. Rate: 346.74 forecasts/min
[2025-11-16T05:01:15.841728] [DEBUG] [REMOTE    ] HFRO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:15.843091] [DEBUG] [LOCAL     ] Loaded configuration for HFRO: 9 features, N/A% accuracy
[2025-11-16T05:01:15.843221] [INFO ] [LOCAL     ] HFRO: Loaded 9 optimal features with 53.71% confidence from JSON config
[2025-11-16T05:01:15.843325] [DEBUG] [MAG       ] Building data for symbol: HFRO with lookback: 0
[2025-11-16T05:01:15.844333] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:15.844474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:15.846409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:15.847110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:15.847598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:15.848679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:15.851250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:15.852462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:15.853782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:15.855920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:15.857161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:15.913561] [INFO ] [LOCAL     ] EQBK: Saved forecast.
[2025-11-16T05:01:15.913897] [INFO ] [main      ] EQBK: Signal=1 (Conf=80.0%), Magnitude=1.35% (Conf=44.6534%)
[2025-11-16T05:01:15.914319] [INFO ] [main      ] Fetching symbol history for KVYO...
[2025-11-16T05:01:15.914441] [DEBUG] [REMOTE    ] KVYO: Fetching historical data.
[2025-11-16T05:01:15.915764] [INFO ] [main      ] Progress: 248/472 forecasts completed (52.5%). EQBK finished in 0.7s. ETA: 38.7s. Rate: 347.42 forecasts/min
[2025-11-16T05:01:15.922185] [DEBUG] [MAG       ] BME: Last date is validated at 2025-11-14
[2025-11-16T05:01:15.929713] [DEBUG] [REMOTE    ] KVYO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:15.931386] [DEBUG] [LOCAL     ] Loaded configuration for KVYO: 7 features, N/A% accuracy
[2025-11-16T05:01:15.931519] [INFO ] [LOCAL     ] KVYO: Loaded 7 optimal features with 47.15% confidence from JSON config
[2025-11-16T05:01:15.931726] [DEBUG] [MAG       ] Building data for symbol: KVYO with lookback: 0
[2025-11-16T05:01:15.932721] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:15.932859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:15.934976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:15.935673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:15.936347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:15.936898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:15.985416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:15.986970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:15.989082] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:16.094135] [DEBUG] [MAG       ] BME: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:16.138626] [DEBUG] [MAG       ] FFWM: Last date is validated at 2025-11-14
[2025-11-16T05:01:16.170477] [INFO ] [LOCAL     ] BME: Saved forecast.
[2025-11-16T05:01:16.170613] [INFO ] [main      ] BME: Signal=1 (Conf=80.0%), Magnitude=0.55% (Conf=59.4481%)
[2025-11-16T05:01:16.170975] [INFO ] [main      ] Fetching symbol history for BR...
[2025-11-16T05:01:16.171344] [DEBUG] [REMOTE    ] BR: Fetching historical data.
[2025-11-16T05:01:16.171749] [INFO ] [main      ] Progress: 249/472 forecasts completed (52.8%). BME finished in 0.6s. ETA: 38.6s. Rate: 346.75 forecasts/min
[2025-11-16T05:01:16.184691] [DEBUG] [REMOTE    ] BR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:16.185667] [DEBUG] [LOCAL     ] Loaded configuration for BR: 2 features, N/A% accuracy
[2025-11-16T05:01:16.185754] [INFO ] [LOCAL     ] BR: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-11-16T05:01:16.185803] [DEBUG] [MAG       ] Building data for symbol: BR with lookback: 0
[2025-11-16T05:01:16.186711] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:16.186805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:16.191731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:16.210526] [DEBUG] [MAG       ] HFRO: Last date is validated at 2025-11-14
[2025-11-16T05:01:16.238338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:16.312527] [DEBUG] [MAG       ] FFWM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:16.335213] [DEBUG] [MAG       ] KVYO: Last date is validated at 2025-11-14
[2025-11-16T05:01:16.386964] [DEBUG] [MAG       ] HFRO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:16.391199] [INFO ] [LOCAL     ] FFWM: Saved forecast.
[2025-11-16T05:01:16.391545] [INFO ] [main      ] FFWM: Signal=1 (Conf=80.0%), Magnitude=0.56% (Conf=52.1657%)
[2025-11-16T05:01:16.391854] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-11-16T05:01:16.391978] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-11-16T05:01:16.393031] [INFO ] [main      ] Progress: 250/472 forecasts completed (53.0%). FFWM finished in 0.6s. ETA: 38.5s. Rate: 346.36 forecasts/min
[2025-11-16T05:01:16.409099] [DEBUG] [REMOTE    ] CIB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:16.410540] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-11-16T05:01:16.410671] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-11-16T05:01:16.410739] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-11-16T05:01:16.412012] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:16.412107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:16.414317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:01:16.416344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:16.465928] [INFO ] [LOCAL     ] HFRO: Saved forecast.
[2025-11-16T05:01:16.466265] [INFO ] [main      ] HFRO: Signal=1 (Conf=80.0%), Magnitude=-0.35% (Conf=53.7088%)
[2025-11-16T05:01:16.466816] [INFO ] [main      ] Fetching symbol history for BILL...
[2025-11-16T05:01:16.466938] [DEBUG] [REMOTE    ] BILL: Fetching historical data.
[2025-11-16T05:01:16.467762] [INFO ] [main      ] Progress: 251/472 forecasts completed (53.2%). HFRO finished in 0.6s. ETA: 38.2s. Rate: 347.15 forecasts/min
[2025-11-16T05:01:16.482079] [DEBUG] [REMOTE    ] BILL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:16.483420] [DEBUG] [LOCAL     ] Loaded configuration for BILL: 3 features, N/A% accuracy
[2025-11-16T05:01:16.483547] [INFO ] [LOCAL     ] BILL: Loaded 3 optimal features with 57.35% confidence from JSON config
[2025-11-16T05:01:16.483668] [DEBUG] [MAG       ] Building data for symbol: BILL with lookback: 0
[2025-11-16T05:01:16.484620] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:16.484776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:16.490168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:01:16.491765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:01:16.494387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:16.518974] [DEBUG] [MAG       ] KVYO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:16.578409] [DEBUG] [MAG       ] BR: Last date is validated at 2025-11-14
[2025-11-16T05:01:16.641521] [INFO ] [LOCAL     ] KVYO: Saved forecast.
[2025-11-16T05:01:16.641855] [INFO ] [main      ] KVYO: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=47.1482%)
[2025-11-16T05:01:16.642148] [INFO ] [main      ] Fetching symbol history for BHK...
[2025-11-16T05:01:16.642263] [DEBUG] [REMOTE    ] BHK: Fetching historical data.
[2025-11-16T05:01:16.643747] [INFO ] [main      ] Progress: 252/472 forecasts completed (53.4%). KVYO finished in 0.7s. ETA: 38.0s. Rate: 347.13 forecasts/min
[2025-11-16T05:01:16.657749] [DEBUG] [REMOTE    ] BHK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:16.658964] [DEBUG] [LOCAL     ] Loaded configuration for BHK: 5 features, N/A% accuracy
[2025-11-16T05:01:16.659091] [INFO ] [LOCAL     ] BHK: Loaded 5 optimal features with 43.11% confidence from JSON config
[2025-11-16T05:01:16.659189] [DEBUG] [MAG       ] Building data for symbol: BHK with lookback: 0
[2025-11-16T05:01:16.660192] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:16.660529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:16.662624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:16.663294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:16.663866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:01:16.664737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:16.665961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:16.747309] [DEBUG] [MAG       ] BR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:16.766085] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-11-14
[2025-11-16T05:01:16.845166] [DEBUG] [MAG       ] BILL: Last date is validated at 2025-11-14
[2025-11-16T05:01:16.885150] [INFO ] [LOCAL     ] BR: Saved forecast.
[2025-11-16T05:01:16.885390] [INFO ] [main      ] BR: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=50.6952%)
[2025-11-16T05:01:16.885856] [INFO ] [main      ] Fetching symbol history for FICO...
[2025-11-16T05:01:16.885976] [DEBUG] [REMOTE    ] FICO: Fetching historical data.
[2025-11-16T05:01:16.886072] [INFO ] [main      ] Progress: 253/472 forecasts completed (53.6%). BR finished in 0.7s. ETA: 37.9s. Rate: 346.58 forecasts/min
[2025-11-16T05:01:16.898914] [DEBUG] [REMOTE    ] FICO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:16.900253] [DEBUG] [LOCAL     ] Loaded configuration for FICO: 2 features, N/A% accuracy
[2025-11-16T05:01:16.900447] [INFO ] [LOCAL     ] FICO: Loaded 2 optimal features with 45.48% confidence from JSON config
[2025-11-16T05:01:16.900547] [DEBUG] [MAG       ] Building data for symbol: FICO with lookback: 0
[2025-11-16T05:01:16.901400] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:16.901532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:16.906388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:16.908914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:16.945143] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:17.027530] [DEBUG] [MAG       ] BHK: Last date is validated at 2025-11-14
[2025-11-16T05:01:17.028192] [DEBUG] [MAG       ] BILL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:17.061998] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-11-16T05:01:17.062267] [INFO ] [main      ] CIB: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=46.2185%)
[2025-11-16T05:01:17.062802] [INFO ] [main      ] Fetching symbol history for TXO...
[2025-11-16T05:01:17.062879] [DEBUG] [REMOTE    ] TXO: Fetching historical data.
[2025-11-16T05:01:17.063796] [INFO ] [main      ] Progress: 254/472 forecasts completed (53.8%). CIB finished in 0.7s. ETA: 37.7s. Rate: 346.54 forecasts/min
[2025-11-16T05:01:17.079200] [DEBUG] [REMOTE    ] TXO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:17.080476] [DEBUG] [LOCAL     ] Loaded configuration for TXO: 1 features, N/A% accuracy
[2025-11-16T05:01:17.080562] [INFO ] [LOCAL     ] TXO: Loaded 1 optimal features with 45.99% confidence from JSON config
[2025-11-16T05:01:17.080613] [DEBUG] [MAG       ] Building data for symbol: TXO with lookback: 0
[2025-11-16T05:01:17.081599] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:17.081829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:17.086982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:17.181049] [INFO ] [LOCAL     ] BILL: Saved forecast.
[2025-11-16T05:01:17.181356] [INFO ] [main      ] BILL: Signal=1 (Conf=80.0%), Magnitude=-1.25% (Conf=57.352%)
[2025-11-16T05:01:17.181942] [INFO ] [main      ] Progress: 255/472 forecasts completed (54.0%). BILL finished in 0.7s. ETA: 37.5s. Rate: 346.97 forecasts/min
[2025-11-16T05:01:17.182190] [INFO ] [main      ] Fetching symbol history for FSCO...
[2025-11-16T05:01:17.182303] [DEBUG] [REMOTE    ] FSCO: Fetching historical data.
[2025-11-16T05:01:17.197244] [DEBUG] [REMOTE    ] FSCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:17.198805] [DEBUG] [LOCAL     ] Loaded configuration for FSCO: 6 features, N/A% accuracy
[2025-11-16T05:01:17.198939] [INFO ] [LOCAL     ] FSCO: Loaded 6 optimal features with 63.19% confidence from JSON config
[2025-11-16T05:01:17.199038] [DEBUG] [MAG       ] Building data for symbol: FSCO with lookback: 0
[2025-11-16T05:01:17.200124] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:17.200261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:17.205347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:17.205877] [DEBUG] [MAG       ] BHK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:17.206868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:17.209613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:17.245451] [DEBUG] [MAG       ] FICO: Last date is validated at 2025-11-14
[2025-11-16T05:01:17.267764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:01:17.270722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:01:17.271377] [INFO ] [LOCAL     ] BHK: Saved forecast.
[2025-11-16T05:01:17.271502] [INFO ] [main      ] BHK: Signal=1 (Conf=80.0%), Magnitude=-0.37% (Conf=43.1062%)
[2025-11-16T05:01:17.271750] [INFO ] [main      ] Fetching symbol history for DD...
[2025-11-16T05:01:17.271993] [DEBUG] [REMOTE    ] DD: Fetching historical data.
[2025-11-16T05:01:17.272071] [INFO ] [main      ] Progress: 256/472 forecasts completed (54.2%). BHK finished in 0.6s. ETA: 37.3s. Rate: 347.62 forecasts/min
[2025-11-16T05:01:17.272355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:17.287283] [DEBUG] [REMOTE    ] DD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:17.288532] [DEBUG] [LOCAL     ] Loaded configuration for DD: 5 features, N/A% accuracy
[2025-11-16T05:01:17.288702] [INFO ] [LOCAL     ] DD: Loaded 5 optimal features with 47.29% confidence from JSON config
[2025-11-16T05:01:17.288836] [DEBUG] [MAG       ] Building data for symbol: DD with lookback: 0
[2025-11-16T05:01:17.289883] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:17.290024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:17.292150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:17.292862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:17.293937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:17.342205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:17.343844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:17.412752] [DEBUG] [MAG       ] FICO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:17.437562] [DEBUG] [MAG       ] TXO: Last date is validated at 2025-11-14
[2025-11-16T05:01:17.621954] [DEBUG] [MAG       ] TXO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:17.624162] [DEBUG] [MAG       ] FSCO: Last date is validated at 2025-11-14
[2025-11-16T05:01:17.669789] [INFO ] [LOCAL     ] FICO: Saved forecast.
[2025-11-16T05:01:17.670073] [INFO ] [main      ] FICO: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=45.4781%)
[2025-11-16T05:01:17.670313] [INFO ] [main      ] Fetching symbol history for WHG...
[2025-11-16T05:01:17.670426] [DEBUG] [REMOTE    ] WHG: Fetching historical data.
[2025-11-16T05:01:17.670979] [INFO ] [main      ] Progress: 257/472 forecasts completed (54.4%). FICO finished in 0.8s. ETA: 37.3s. Rate: 345.86 forecasts/min
[2025-11-16T05:01:17.682517] [DEBUG] [REMOTE    ] WHG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:17.683736] [DEBUG] [LOCAL     ] Loaded configuration for WHG: 1 features, N/A% accuracy
[2025-11-16T05:01:17.683857] [INFO ] [LOCAL     ] WHG: Loaded 1 optimal features with 54.38% confidence from JSON config
[2025-11-16T05:01:17.683953] [DEBUG] [MAG       ] Building data for symbol: WHG with lookback: 0
[2025-11-16T05:01:17.685001] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:17.685133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:17.687889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:17.696026] [DEBUG] [MAG       ] DD: Last date is validated at 2025-11-14
[2025-11-16T05:01:17.703942] [INFO ] [LOCAL     ] TXO: Saved forecast.
[2025-11-16T05:01:17.704077] [INFO ] [main      ] TXO: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=45.9855%)
[2025-11-16T05:01:17.704585] [INFO ] [main      ] Fetching symbol history for ASGI...
[2025-11-16T05:01:17.704675] [DEBUG] [REMOTE    ] ASGI: Fetching historical data.
[2025-11-16T05:01:17.704700] [INFO ] [main      ] Progress: 258/472 forecasts completed (54.7%). TXO finished in 0.6s. ETA: 37.0s. Rate: 346.94 forecasts/min
[2025-11-16T05:01:17.722502] [DEBUG] [REMOTE    ] ASGI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:17.723761] [DEBUG] [LOCAL     ] Loaded configuration for ASGI: 6 features, N/A% accuracy
[2025-11-16T05:01:17.723865] [INFO ] [LOCAL     ] ASGI: Loaded 6 optimal features with 55.43% confidence from JSON config
[2025-11-16T05:01:17.723934] [DEBUG] [MAG       ] Building data for symbol: ASGI with lookback: 0
[2025-11-16T05:01:17.725096] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:17.725196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:17.731752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:17.732985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:17.735614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:17.737857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:17.738617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:01:17.742697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:17.798315] [DEBUG] [MAG       ] FSCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:17.866354] [INFO ] [LOCAL     ] FSCO: Saved forecast.
[2025-11-16T05:01:17.866442] [INFO ] [main      ] FSCO: Signal=1 (Conf=80.0%), Magnitude=-2.99% (Conf=63.1907%)
[2025-11-16T05:01:17.866614] [INFO ] [main      ] Fetching symbol history for ONL...
[2025-11-16T05:01:17.866684] [DEBUG] [REMOTE    ] ONL: Fetching historical data.
[2025-11-16T05:01:17.867374] [INFO ] [main      ] Progress: 259/472 forecasts completed (54.9%). FSCO finished in 0.7s. ETA: 36.8s. Rate: 347.02 forecasts/min
[2025-11-16T05:01:17.878246] [DEBUG] [MAG       ] DD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:17.880976] [DEBUG] [REMOTE    ] ONL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:17.881991] [DEBUG] [LOCAL     ] Loaded configuration for ONL: 8 features, N/A% accuracy
[2025-11-16T05:01:17.882118] [INFO ] [LOCAL     ] ONL: Loaded 8 optimal features with 56.95% confidence from JSON config
[2025-11-16T05:01:17.882214] [DEBUG] [MAG       ] Building data for symbol: ONL with lookback: 0
[2025-11-16T05:01:17.883054] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:17.883189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:17.888033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:17.889992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:17.890543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:17.891025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:17.891972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:17.893242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:17.895223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:01:17.901373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:17.983942] [INFO ] [LOCAL     ] DD: Saved forecast.
[2025-11-16T05:01:17.984204] [INFO ] [main      ] DD: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=47.2909%)
[2025-11-16T05:01:17.984443] [INFO ] [main      ] Fetching symbol history for EE...
[2025-11-16T05:01:17.984624] [DEBUG] [REMOTE    ] EE: Fetching historical data.
[2025-11-16T05:01:17.985763] [INFO ] [main      ] Progress: 260/472 forecasts completed (55.1%). DD finished in 0.7s. ETA: 36.6s. Rate: 347.44 forecasts/min
[2025-11-16T05:01:17.998080] [DEBUG] [REMOTE    ] EE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:17.999152] [DEBUG] [LOCAL     ] Loaded configuration for EE: 5 features, N/A% accuracy
[2025-11-16T05:01:17.999273] [INFO ] [LOCAL     ] EE: Loaded 5 optimal features with 50.91% confidence from JSON config
[2025-11-16T05:01:17.999369] [DEBUG] [MAG       ] Building data for symbol: EE with lookback: 0
[2025-11-16T05:01:18.000245] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:18.000376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:18.002160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:18.002779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:18.003303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:18.003807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:18.005671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:18.022290] [DEBUG] [MAG       ] WHG: Last date is validated at 2025-11-14
[2025-11-16T05:01:18.093613] [DEBUG] [MAG       ] ASGI: Last date is validated at 2025-11-14
[2025-11-16T05:01:18.191555] [DEBUG] [MAG       ] WHG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:18.245936] [DEBUG] [MAG       ] ONL: Last date is validated at 2025-11-14
[2025-11-16T05:01:18.263883] [INFO ] [LOCAL     ] WHG: Saved forecast.
[2025-11-16T05:01:18.264148] [INFO ] [main      ] WHG: Signal=1 (Conf=80.0%), Magnitude=-0.83% (Conf=54.3793%)
[2025-11-16T05:01:18.264582] [INFO ] [main      ] Fetching symbol history for OPFI...
[2025-11-16T05:01:18.264711] [DEBUG] [REMOTE    ] OPFI: Fetching historical data.
[2025-11-16T05:01:18.264755] [INFO ] [main      ] Progress: 261/472 forecasts completed (55.3%). WHG finished in 0.6s. ETA: 36.5s. Rate: 346.62 forecasts/min
[2025-11-16T05:01:18.271553] [DEBUG] [MAG       ] ASGI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:18.277545] [DEBUG] [REMOTE    ] OPFI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:18.278671] [DEBUG] [LOCAL     ] Loaded configuration for OPFI: 2 features, N/A% accuracy
[2025-11-16T05:01:18.278739] [INFO ] [LOCAL     ] OPFI: Loaded 2 optimal features with 49.26% confidence from JSON config
[2025-11-16T05:01:18.278776] [DEBUG] [MAG       ] Building data for symbol: OPFI with lookback: 0
[2025-11-16T05:01:18.279558] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:18.279625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:18.284452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:18.285308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:18.338826] [DEBUG] [MAG       ] EE: Last date is validated at 2025-11-14
[2025-11-16T05:01:18.356048] [INFO ] [LOCAL     ] ASGI: Saved forecast.
[2025-11-16T05:01:18.356320] [INFO ] [main      ] ASGI: Signal=1 (Conf=80.0%), Magnitude=1.48% (Conf=55.4339%)
[2025-11-16T05:01:18.356590] [INFO ] [main      ] Fetching symbol history for CMPO...
[2025-11-16T05:01:18.356725] [DEBUG] [REMOTE    ] CMPO: Fetching historical data.
[2025-11-16T05:01:18.357746] [INFO ] [main      ] Progress: 262/472 forecasts completed (55.5%). ASGI finished in 0.7s. ETA: 36.3s. Rate: 347.24 forecasts/min
[2025-11-16T05:01:18.375541] [DEBUG] [REMOTE    ] CMPO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:18.377047] [DEBUG] [LOCAL     ] Loaded configuration for CMPO: 3 features, N/A% accuracy
[2025-11-16T05:01:18.377179] [INFO ] [LOCAL     ] CMPO: Loaded 3 optimal features with 40.22% confidence from JSON config
[2025-11-16T05:01:18.377280] [DEBUG] [MAG       ] Building data for symbol: CMPO with lookback: 0
[2025-11-16T05:01:18.378393] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:18.378568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:18.383948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:18.384936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:18.385909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:18.417547] [DEBUG] [MAG       ] ONL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:18.493965] [INFO ] [LOCAL     ] ONL: Saved forecast.
[2025-11-16T05:01:18.494273] [INFO ] [main      ] ONL: Signal=1 (Conf=80.0%), Magnitude=-4.79% (Conf=56.9528%)
[2025-11-16T05:01:18.494564] [INFO ] [main      ] Fetching symbol history for AWF...
[2025-11-16T05:01:18.494703] [DEBUG] [REMOTE    ] AWF: Fetching historical data.
[2025-11-16T05:01:18.495718] [INFO ] [main      ] Progress: 263/472 forecasts completed (55.7%). ONL finished in 0.6s. ETA: 36.1s. Rate: 347.50 forecasts/min
[2025-11-16T05:01:18.506525] [DEBUG] [MAG       ] EE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:18.509534] [DEBUG] [REMOTE    ] AWF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:18.511030] [DEBUG] [LOCAL     ] Loaded configuration for AWF: 6 features, N/A% accuracy
[2025-11-16T05:01:18.511162] [INFO ] [LOCAL     ] AWF: Loaded 6 optimal features with 38.91% confidence from JSON config
[2025-11-16T05:01:18.511264] [DEBUG] [MAG       ] Building data for symbol: AWF with lookback: 0
[2025-11-16T05:01:18.512322] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:18.512460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:18.514388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:18.515089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:18.515585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:18.518157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:18.564582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:18.565967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:18.594988] [INFO ] [LOCAL     ] EE: Saved forecast.
[2025-11-16T05:01:18.595262] [INFO ] [main      ] EE: Signal=1 (Conf=80.0%), Magnitude=4.20% (Conf=50.9074%)
[2025-11-16T05:01:18.595457] [INFO ] [main      ] Fetching symbol history for DSM...
[2025-11-16T05:01:18.595569] [DEBUG] [REMOTE    ] DSM: Fetching historical data.
[2025-11-16T05:01:18.596024] [INFO ] [main      ] Progress: 264/472 forecasts completed (55.9%). EE finished in 0.6s. ETA: 35.9s. Rate: 348.06 forecasts/min
[2025-11-16T05:01:18.607317] [DEBUG] [REMOTE    ] DSM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:18.608671] [DEBUG] [LOCAL     ] Loaded configuration for DSM: 6 features, N/A% accuracy
[2025-11-16T05:01:18.608747] [INFO ] [LOCAL     ] DSM: Loaded 6 optimal features with 39.76% confidence from JSON config
[2025-11-16T05:01:18.608852] [DEBUG] [MAG       ] Building data for symbol: DSM with lookback: 0
[2025-11-16T05:01:18.609733] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:18.609818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:18.614740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:18.616670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:18.617183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:18.618398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:18.620768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:18.622521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:18.632740] [DEBUG] [MAG       ] OPFI: Last date is validated at 2025-11-14
[2025-11-16T05:01:18.728973] [DEBUG] [MAG       ] CMPO: Last date is validated at 2025-11-14
[2025-11-16T05:01:18.806746] [DEBUG] [MAG       ] OPFI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:18.892940] [INFO ] [LOCAL     ] OPFI: Saved forecast.
[2025-11-16T05:01:18.893261] [INFO ] [main      ] OPFI: Signal=1 (Conf=80.0%), Magnitude=2.03% (Conf=49.2598%)
[2025-11-16T05:01:18.893876] [INFO ] [main      ] Progress: 265/472 forecasts completed (56.1%). OPFI finished in 0.6s. ETA: 35.8s. Rate: 347.10 forecasts/min
[2025-11-16T05:01:18.894124] [INFO ] [main      ] Fetching symbol history for KGC...
[2025-11-16T05:01:18.894240] [DEBUG] [REMOTE    ] KGC: Fetching historical data.
[2025-11-16T05:01:18.899870] [DEBUG] [MAG       ] CMPO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:18.906676] [DEBUG] [MAG       ] AWF: Last date is validated at 2025-11-14
[2025-11-16T05:01:18.908861] [DEBUG] [REMOTE    ] KGC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:18.910449] [DEBUG] [LOCAL     ] Loaded configuration for KGC: 4 features, N/A% accuracy
[2025-11-16T05:01:18.910521] [INFO ] [LOCAL     ] KGC: Loaded 4 optimal features with 53.36% confidence from JSON config
[2025-11-16T05:01:18.910560] [DEBUG] [MAG       ] Building data for symbol: KGC with lookback: 0
[2025-11-16T05:01:18.911520] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:18.911610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:18.916928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:18.918832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:18.919393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:18.919827] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:18.973332] [DEBUG] [MAG       ] DSM: Last date is validated at 2025-11-14
[2025-11-16T05:01:18.988934] [INFO ] [LOCAL     ] CMPO: Saved forecast.
[2025-11-16T05:01:18.989280] [INFO ] [main      ] CMPO: Signal=1 (Conf=80.0%), Magnitude=-3.29% (Conf=40.2219%)
[2025-11-16T05:01:18.989828] [INFO ] [main      ] Fetching symbol history for PKG...
[2025-11-16T05:01:18.989950] [DEBUG] [REMOTE    ] PKG: Fetching historical data.
[2025-11-16T05:01:18.991749] [INFO ] [main      ] Progress: 266/472 forecasts completed (56.4%). CMPO finished in 0.6s. ETA: 35.6s. Rate: 347.67 forecasts/min
[2025-11-16T05:01:19.005771] [DEBUG] [REMOTE    ] PKG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:19.007315] [DEBUG] [LOCAL     ] Loaded configuration for PKG: 7 features, N/A% accuracy
[2025-11-16T05:01:19.007448] [INFO ] [LOCAL     ] PKG: Loaded 7 optimal features with 53.08% confidence from JSON config
[2025-11-16T05:01:19.007550] [DEBUG] [MAG       ] Building data for symbol: PKG with lookback: 0
[2025-11-16T05:01:19.008584] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:19.008769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:19.013878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:19.015852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:19.016484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:19.016994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:19.017969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:19.019250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:19.082030] [DEBUG] [MAG       ] AWF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:19.109575] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:19.145817] [DEBUG] [MAG       ] DSM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:19.155653] [INFO ] [LOCAL     ] AWF: Saved forecast.
[2025-11-16T05:01:19.155964] [INFO ] [main      ] AWF: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=38.9094%)
[2025-11-16T05:01:19.156296] [INFO ] [main      ] Fetching symbol history for PRO...
[2025-11-16T05:01:19.156420] [DEBUG] [REMOTE    ] PRO: Fetching historical data.
[2025-11-16T05:01:19.157752] [INFO ] [main      ] Progress: 267/472 forecasts completed (56.6%). AWF finished in 0.7s. ETA: 35.4s. Rate: 347.72 forecasts/min
[2025-11-16T05:01:19.171522] [DEBUG] [REMOTE    ] PRO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:19.172958] [DEBUG] [LOCAL     ] Loaded configuration for PRO: 6 features, N/A% accuracy
[2025-11-16T05:01:19.173106] [INFO ] [LOCAL     ] PRO: Loaded 6 optimal features with 22.13% confidence from JSON config
[2025-11-16T05:01:19.173209] [DEBUG] [MAG       ] Building data for symbol: PRO with lookback: 0
[2025-11-16T05:01:19.174312] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:19.174412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:19.176440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:19.177129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:19.177577] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:19.178390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:19.275503] [DEBUG] [MAG       ] KGC: Last date is validated at 2025-11-14
[2025-11-16T05:01:19.284845] [INFO ] [LOCAL     ] DSM: Saved forecast.
[2025-11-16T05:01:19.285114] [INFO ] [main      ] DSM: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=39.7623%)
[2025-11-16T05:01:19.285354] [INFO ] [main      ] Fetching symbol history for RYN...
[2025-11-16T05:01:19.285468] [DEBUG] [REMOTE    ] RYN: Fetching historical data.
[2025-11-16T05:01:19.286713] [INFO ] [main      ] Progress: 268/472 forecasts completed (56.8%). DSM finished in 0.7s. ETA: 35.2s. Rate: 348.05 forecasts/min
[2025-11-16T05:01:19.297821] [DEBUG] [REMOTE    ] RYN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:19.299073] [DEBUG] [LOCAL     ] Loaded configuration for RYN: 3 features, N/A% accuracy
[2025-11-16T05:01:19.299197] [INFO ] [LOCAL     ] RYN: Loaded 3 optimal features with 52.33% confidence from JSON config
[2025-11-16T05:01:19.299294] [DEBUG] [MAG       ] Building data for symbol: RYN with lookback: 0
[2025-11-16T05:01:19.300180] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:19.300312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:19.305148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:19.306968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:01:19.310215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:01:19.310908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:19.312866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:19.451386] [DEBUG] [MAG       ] KGC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:19.474141] [DEBUG] [MAG       ] PKG: Last date is validated at 2025-11-14
[2025-11-16T05:01:19.538700] [INFO ] [LOCAL     ] KGC: Saved forecast.
[2025-11-16T05:01:19.538970] [INFO ] [main      ] KGC: Signal=1 (Conf=80.0%), Magnitude=-2.58% (Conf=53.3586%)
[2025-11-16T05:01:19.539227] [INFO ] [main      ] Fetching symbol history for SKM...
[2025-11-16T05:01:19.539343] [DEBUG] [REMOTE    ] SKM: Fetching historical data.
[2025-11-16T05:01:19.540188] [INFO ] [main      ] Progress: 269/472 forecasts completed (57.0%). KGC finished in 0.6s. ETA: 35.1s. Rate: 347.44 forecasts/min
[2025-11-16T05:01:19.552871] [DEBUG] [REMOTE    ] SKM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:19.554016] [DEBUG] [LOCAL     ] Loaded configuration for SKM: 3 features, N/A% accuracy
[2025-11-16T05:01:19.554144] [INFO ] [LOCAL     ] SKM: Loaded 3 optimal features with 56.35% confidence from JSON config
[2025-11-16T05:01:19.554248] [DEBUG] [MAG       ] Building data for symbol: SKM with lookback: 0
[2025-11-16T05:01:19.555169] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:19.555308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:19.556378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:19.558566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:01:19.559992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:19.644213] [DEBUG] [MAG       ] RYN: Last date is validated at 2025-11-14
[2025-11-16T05:01:19.674314] [DEBUG] [MAG       ] PRO: Last date is validated at 2025-11-14
[2025-11-16T05:01:19.679288] [DEBUG] [MAG       ] PKG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:19.833617] [DEBUG] [MAG       ] RYN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:19.844193] [INFO ] [LOCAL     ] PKG: Saved forecast.
[2025-11-16T05:01:19.844480] [INFO ] [main      ] PKG: Signal=1 (Conf=80.0%), Magnitude=4.05% (Conf=53.0828%)
[2025-11-16T05:01:19.844923] [INFO ] [main      ] Fetching symbol history for BHVN...
[2025-11-16T05:01:19.845043] [DEBUG] [REMOTE    ] BHVN: Fetching historical data.
[2025-11-16T05:01:19.845737] [INFO ] [main      ] Progress: 270/472 forecasts completed (57.2%). PKG finished in 0.9s. ETA: 35.0s. Rate: 346.45 forecasts/min
[2025-11-16T05:01:19.850043] [DEBUG] [MAG       ] PRO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:19.858395] [DEBUG] [REMOTE    ] BHVN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:19.859669] [DEBUG] [LOCAL     ] Loaded configuration for BHVN: 5 features, N/A% accuracy
[2025-11-16T05:01:19.859790] [INFO ] [LOCAL     ] BHVN: Loaded 5 optimal features with 56.14% confidence from JSON config
[2025-11-16T05:01:19.859888] [DEBUG] [MAG       ] Building data for symbol: BHVN with lookback: 0
[2025-11-16T05:01:19.860784] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:19.860919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:19.865714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:19.866607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:19.867500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:19.869953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:01:19.871523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:19.903541] [DEBUG] [MAG       ] SKM: Last date is validated at 2025-11-14
[2025-11-16T05:01:19.915805] [INFO ] [LOCAL     ] RYN: Saved forecast.
[2025-11-16T05:01:19.915911] [INFO ] [main      ] RYN: Signal=1 (Conf=80.0%), Magnitude=-0.97% (Conf=52.3309%)
[2025-11-16T05:01:19.916147] [INFO ] [main      ] Fetching symbol history for EPR...
[2025-11-16T05:01:19.916209] [DEBUG] [REMOTE    ] EPR: Fetching historical data.
[2025-11-16T05:01:19.917728] [INFO ] [main      ] Progress: 271/472 forecasts completed (57.4%). RYN finished in 0.6s. ETA: 34.7s. Rate: 347.20 forecasts/min
[2025-11-16T05:01:19.928457] [DEBUG] [REMOTE    ] EPR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:19.929504] [DEBUG] [LOCAL     ] Loaded configuration for EPR: 3 features, N/A% accuracy
[2025-11-16T05:01:19.929569] [INFO ] [LOCAL     ] EPR: Loaded 3 optimal features with 40.37% confidence from JSON config
[2025-11-16T05:01:19.929608] [DEBUG] [MAG       ] Building data for symbol: EPR with lookback: 0
[2025-11-16T05:01:19.930404] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:19.930481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:19.931226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:19.954553] [INFO ] [LOCAL     ] PRO: Saved forecast.
[2025-11-16T05:01:19.954693] [INFO ] [main      ] PRO: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=22.1277%)
[2025-11-16T05:01:19.955253] [INFO ] [main      ] Fetching symbol history for SNA...
[2025-11-16T05:01:19.955327] [DEBUG] [REMOTE    ] SNA: Fetching historical data.
[2025-11-16T05:01:19.955709] [INFO ] [main      ] Progress: 272/472 forecasts completed (57.6%). PRO finished in 0.8s. ETA: 34.5s. Rate: 348.20 forecasts/min
[2025-11-16T05:01:19.970050] [DEBUG] [REMOTE    ] SNA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:19.971155] [DEBUG] [LOCAL     ] Loaded configuration for SNA: 6 features, N/A% accuracy
[2025-11-16T05:01:19.971240] [INFO ] [LOCAL     ] SNA: Loaded 6 optimal features with 55.38% confidence from JSON config
[2025-11-16T05:01:19.971291] [DEBUG] [MAG       ] Building data for symbol: SNA with lookback: 0
[2025-11-16T05:01:19.972309] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:19.972418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:19.977613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:19.978757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:20.065319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:20.066663] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:20.070370] [DEBUG] [MAG       ] SKM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:20.113547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:20.146382] [INFO ] [LOCAL     ] SKM: Saved forecast.
[2025-11-16T05:01:20.146671] [INFO ] [main      ] SKM: Signal=1 (Conf=80.0%), Magnitude=-1.21% (Conf=56.3521%)
[2025-11-16T05:01:20.147165] [INFO ] [main      ] Progress: 273/472 forecasts completed (57.8%). SKM finished in 0.6s. ETA: 34.3s. Rate: 348.06 forecasts/min
[2025-11-16T05:01:20.147358] [INFO ] [main      ] Fetching symbol history for DBI...
[2025-11-16T05:01:20.147468] [DEBUG] [REMOTE    ] DBI: Fetching historical data.
[2025-11-16T05:01:20.159817] [DEBUG] [REMOTE    ] DBI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:20.160998] [DEBUG] [LOCAL     ] Loaded configuration for DBI: 3 features, N/A% accuracy
[2025-11-16T05:01:20.161120] [INFO ] [LOCAL     ] DBI: Loaded 3 optimal features with 64.42% confidence from JSON config
[2025-11-16T05:01:20.161220] [DEBUG] [MAG       ] Building data for symbol: DBI with lookback: 0
[2025-11-16T05:01:20.162092] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:20.162227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:20.167353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:20.168352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:20.169273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:20.174385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:20.178154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:01:20.179725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:20.206384] [DEBUG] [MAG       ] BHVN: Last date is validated at 2025-11-14
[2025-11-16T05:01:20.374398] [DEBUG] [MAG       ] BHVN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:20.412846] [DEBUG] [MAG       ] EPR: Last date is validated at 2025-11-14
[2025-11-16T05:01:20.488140] [INFO ] [LOCAL     ] BHVN: Saved forecast.
[2025-11-16T05:01:20.488392] [INFO ] [main      ] BHVN: Signal=1 (Conf=80.0%), Magnitude=-5.21% (Conf=56.1358%)
[2025-11-16T05:01:20.488875] [INFO ] [main      ] Progress: 274/472 forecasts completed (58.1%). BHVN finished in 0.6s. ETA: 34.3s. Rate: 346.81 forecasts/min
[2025-11-16T05:01:20.489140] [INFO ] [main      ] Fetching symbol history for MGM...
[2025-11-16T05:01:20.489244] [DEBUG] [REMOTE    ] MGM: Fetching historical data.
[2025-11-16T05:01:20.501071] [DEBUG] [MAG       ] DBI: Last date is validated at 2025-11-14
[2025-11-16T05:01:20.502061] [DEBUG] [REMOTE    ] MGM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:20.503295] [DEBUG] [LOCAL     ] Loaded configuration for MGM: 4 features, N/A% accuracy
[2025-11-16T05:01:20.503370] [INFO ] [LOCAL     ] MGM: Loaded 4 optimal features with 43.65% confidence from JSON config
[2025-11-16T05:01:20.503408] [DEBUG] [MAG       ] Building data for symbol: MGM with lookback: 0
[2025-11-16T05:01:20.504227] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:20.504305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:20.509114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:20.509962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:20.511122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:01:20.513859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:20.541515] [DEBUG] [MAG       ] SNA: Last date is validated at 2025-11-14
[2025-11-16T05:01:20.585233] [DEBUG] [MAG       ] EPR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:20.670969] [DEBUG] [MAG       ] DBI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:20.684097] [INFO ] [LOCAL     ] EPR: Saved forecast.
[2025-11-16T05:01:20.684339] [INFO ] [main      ] EPR: Signal=1 (Conf=80.0%), Magnitude=-0.76% (Conf=40.366%)
[2025-11-16T05:01:20.684578] [INFO ] [main      ] Fetching symbol history for NBHC...
[2025-11-16T05:01:20.684713] [DEBUG] [REMOTE    ] NBHC: Fetching historical data.
[2025-11-16T05:01:20.684969] [INFO ] [main      ] Progress: 275/472 forecasts completed (58.3%). EPR finished in 0.8s. ETA: 34.1s. Rate: 346.65 forecasts/min
[2025-11-16T05:01:20.697341] [DEBUG] [REMOTE    ] NBHC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:20.698390] [DEBUG] [LOCAL     ] Loaded configuration for NBHC: 0 features, N/A% accuracy
[2025-11-16T05:01:20.698523] [INFO ] [LOCAL     ] NBHC: Loaded 0 optimal features with 54.14% confidence from JSON config
[2025-11-16T05:01:20.698619] [DEBUG] [MAG       ] Building data for symbol: NBHC with lookback: 0
[2025-11-16T05:01:20.699483] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:01:20.720795] [DEBUG] [MAG       ] SNA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:20.740969] [INFO ] [LOCAL     ] DBI: Saved forecast.
[2025-11-16T05:01:20.741210] [INFO ] [main      ] DBI: Signal=1 (Conf=80.0%), Magnitude=-6.21% (Conf=64.4225%)
[2025-11-16T05:01:20.741688] [INFO ] [main      ] Fetching symbol history for IQI...
[2025-11-16T05:01:20.741809] [DEBUG] [REMOTE    ] IQI: Fetching historical data.
[2025-11-16T05:01:20.741724] [INFO ] [main      ] Progress: 276/472 forecasts completed (58.5%). DBI finished in 0.6s. ETA: 33.8s. Rate: 347.49 forecasts/min
[2025-11-16T05:01:20.753906] [DEBUG] [REMOTE    ] IQI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:20.755067] [DEBUG] [LOCAL     ] Loaded configuration for IQI: 8 features, N/A% accuracy
[2025-11-16T05:01:20.755232] [INFO ] [LOCAL     ] IQI: Loaded 8 optimal features with 41.13% confidence from JSON config
[2025-11-16T05:01:20.755332] [DEBUG] [MAG       ] Building data for symbol: IQI with lookback: 0
[2025-11-16T05:01:20.756630] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:20.756789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:20.757968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:20.760497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:20.761827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:20.848207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:20.849167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:20.851062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:20.851637] [DEBUG] [MAG       ] MGM: Last date is validated at 2025-11-14
[2025-11-16T05:01:20.853900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:01:20.855547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:20.891025] [INFO ] [LOCAL     ] SNA: Saved forecast.
[2025-11-16T05:01:20.891333] [INFO ] [main      ] SNA: Signal=1 (Conf=80.0%), Magnitude=-1.70% (Conf=55.3843%)
[2025-11-16T05:01:20.891628] [INFO ] [main      ] Fetching symbol history for NC...
[2025-11-16T05:01:20.892049] [DEBUG] [REMOTE    ] NC: Fetching historical data.
[2025-11-16T05:01:20.893737] [INFO ] [main      ] Progress: 277/472 forecasts completed (58.7%). SNA finished in 0.9s. ETA: 33.7s. Rate: 347.64 forecasts/min
[2025-11-16T05:01:20.907120] [DEBUG] [REMOTE    ] NC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:20.908742] [DEBUG] [LOCAL     ] Loaded configuration for NC: 8 features, N/A% accuracy
[2025-11-16T05:01:20.908882] [INFO ] [LOCAL     ] NC: Loaded 8 optimal features with 57.52% confidence from JSON config
[2025-11-16T05:01:20.908986] [DEBUG] [MAG       ] Building data for symbol: NC with lookback: 0
[2025-11-16T05:01:20.910205] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:20.910370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:20.915980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:20.918630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:20.919379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:20.919885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:20.920773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:20.922695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:20.925261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:20.930285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:21.024500] [DEBUG] [MAG       ] MGM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:21.034956] [DEBUG] [MAG       ] NBHC: Last date is validated at 2025-11-14
[2025-11-16T05:01:21.144713] [INFO ] [LOCAL     ] MGM: Saved forecast.
[2025-11-16T05:01:21.145024] [INFO ] [main      ] MGM: Signal=1 (Conf=80.0%), Magnitude=0.28% (Conf=43.6464%)
[2025-11-16T05:01:21.145313] [INFO ] [main      ] Fetching symbol history for TREX...
[2025-11-16T05:01:21.145428] [DEBUG] [REMOTE    ] TREX: Fetching historical data.
[2025-11-16T05:01:21.146410] [INFO ] [main      ] Progress: 278/472 forecasts completed (58.9%). MGM finished in 0.7s. ETA: 33.5s. Rate: 347.06 forecasts/min
[2025-11-16T05:01:21.160848] [DEBUG] [REMOTE    ] TREX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:21.162222] [DEBUG] [LOCAL     ] Loaded configuration for TREX: 9 features, N/A% accuracy
[2025-11-16T05:01:21.162418] [INFO ] [LOCAL     ] TREX: Loaded 9 optimal features with 50.85% confidence from JSON config
[2025-11-16T05:01:21.162518] [DEBUG] [MAG       ] Building data for symbol: TREX with lookback: 0
[2025-11-16T05:01:21.163528] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:21.163699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:21.168880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:21.170843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:21.171439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:21.171945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:21.187508] [DEBUG] [MAG       ] IQI: Last date is validated at 2025-11-14
[2025-11-16T05:01:21.209129] [DEBUG] [MAG       ] NBHC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:21.216453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:21.276096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:01:21.279902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:01:21.280744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:21.281821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:21.284812] [DEBUG] [MAG       ] NC: Last date is validated at 2025-11-14
[2025-11-16T05:01:21.306166] [INFO ] [LOCAL     ] NBHC: Saved forecast.
[2025-11-16T05:01:21.306309] [INFO ] [main      ] NBHC: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=54.1425%)
[2025-11-16T05:01:21.306544] [INFO ] [main      ] Fetching symbol history for TKR...
[2025-11-16T05:01:21.306599] [DEBUG] [REMOTE    ] TKR: Fetching historical data.
[2025-11-16T05:01:21.307760] [INFO ] [main      ] Progress: 279/472 forecasts completed (59.1%). NBHC finished in 0.6s. ETA: 33.4s. Rate: 347.15 forecasts/min
[2025-11-16T05:01:21.321698] [DEBUG] [REMOTE    ] TKR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:21.322942] [DEBUG] [LOCAL     ] Loaded configuration for TKR: 1 features, N/A% accuracy
[2025-11-16T05:01:21.323012] [INFO ] [LOCAL     ] TKR: Loaded 1 optimal features with 61.36% confidence from JSON config
[2025-11-16T05:01:21.323104] [DEBUG] [MAG       ] Building data for symbol: TKR with lookback: 0
[2025-11-16T05:01:21.324283] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:21.324366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:21.329889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:21.353758] [DEBUG] [MAG       ] IQI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:21.427315] [INFO ] [LOCAL     ] IQI: Saved forecast.
[2025-11-16T05:01:21.427428] [INFO ] [main      ] IQI: Signal=1 (Conf=80.0%), Magnitude=-0.05% (Conf=41.1333%)
[2025-11-16T05:01:21.427849] [INFO ] [main      ] Fetching symbol history for JOE...
[2025-11-16T05:01:21.428090] [DEBUG] [REMOTE    ] JOE: Fetching historical data.
[2025-11-16T05:01:21.428219] [INFO ] [main      ] Progress: 280/472 forecasts completed (59.3%). IQI finished in 0.7s. ETA: 33.1s. Rate: 347.52 forecasts/min
[2025-11-16T05:01:21.441173] [DEBUG] [REMOTE    ] JOE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:21.442497] [DEBUG] [LOCAL     ] Loaded configuration for JOE: 3 features, N/A% accuracy
[2025-11-16T05:01:21.442624] [INFO ] [LOCAL     ] JOE: Loaded 3 optimal features with 60.87% confidence from JSON config
[2025-11-16T05:01:21.442782] [DEBUG] [MAG       ] Building data for symbol: JOE with lookback: 0
[2025-11-16T05:01:21.443698] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:21.443829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:21.445613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:21.446315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:21.447198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:21.462907] [DEBUG] [MAG       ] NC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:21.577959] [INFO ] [LOCAL     ] NC: Saved forecast.
[2025-11-16T05:01:21.578264] [INFO ] [main      ] NC: Signal=1 (Conf=80.0%), Magnitude=-3.82% (Conf=57.5236%)
[2025-11-16T05:01:21.578508] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-11-16T05:01:21.578956] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-11-16T05:01:21.579747] [INFO ] [main      ] Progress: 281/472 forecasts completed (59.5%). NC finished in 0.7s. ETA: 33.0s. Rate: 347.67 forecasts/min
[2025-11-16T05:01:21.593582] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:21.595356] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-11-16T05:01:21.595443] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-11-16T05:01:21.595567] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-11-16T05:01:21.596761] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:21.596855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:21.602001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:21.604023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:21.604566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:21.605118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:21.606007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:21.608507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:21.609923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:21.610787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:01:21.611732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:21.629969] [DEBUG] [MAG       ] TREX: Last date is validated at 2025-11-14
[2025-11-16T05:01:21.684666] [DEBUG] [MAG       ] TKR: Last date is validated at 2025-11-14
[2025-11-16T05:01:21.783559] [DEBUG] [MAG       ] JOE: Last date is validated at 2025-11-14
[2025-11-16T05:01:21.811764] [DEBUG] [MAG       ] TREX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:21.855994] [DEBUG] [MAG       ] TKR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:21.951242] [DEBUG] [MAG       ] JOE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:21.960935] [INFO ] [LOCAL     ] TREX: Saved forecast.
[2025-11-16T05:01:21.961237] [INFO ] [main      ] TREX: Signal=1 (Conf=80.0%), Magnitude=8.19% (Conf=50.8476%)
[2025-11-16T05:01:21.961540] [INFO ] [main      ] Fetching symbol history for TME...
[2025-11-16T05:01:21.961712] [DEBUG] [REMOTE    ] TME: Fetching historical data.
[2025-11-16T05:01:21.962671] [INFO ] [main      ] Progress: 282/472 forecasts completed (59.7%). TREX finished in 0.8s. ETA: 32.9s. Rate: 346.18 forecasts/min
[2025-11-16T05:01:21.962436] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-11-14
[2025-11-16T05:01:21.974373] [INFO ] [LOCAL     ] TKR: Saved forecast.
[2025-11-16T05:01:21.974692] [INFO ] [main      ] TKR: Signal=1 (Conf=80.0%), Magnitude=-2.46% (Conf=61.3553%)
[2025-11-16T05:01:21.974963] [INFO ] [main      ] Fetching symbol history for YELP...
[2025-11-16T05:01:21.975081] [DEBUG] [REMOTE    ] YELP: Fetching historical data.
[2025-11-16T05:01:21.975837] [INFO ] [main      ] Progress: 283/472 forecasts completed (60.0%). TKR finished in 0.7s. ETA: 32.7s. Rate: 347.31 forecasts/min
[2025-11-16T05:01:21.977299] [DEBUG] [REMOTE    ] TME: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:21.978918] [DEBUG] [LOCAL     ] Loaded configuration for TME: 6 features, N/A% accuracy
[2025-11-16T05:01:21.979015] [INFO ] [LOCAL     ] TME: Loaded 6 optimal features with 51.16% confidence from JSON config
[2025-11-16T05:01:21.979090] [DEBUG] [MAG       ] Building data for symbol: TME with lookback: 0
[2025-11-16T05:01:21.980112] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:21.980234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:21.985565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:21.987867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:21.988509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:21.989041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:21.989911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:21.990332] [DEBUG] [REMOTE    ] YELP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:21.991399] [DEBUG] [LOCAL     ] Loaded configuration for YELP: 4 features, N/A% accuracy
[2025-11-16T05:01:21.991484] [INFO ] [LOCAL     ] YELP: Loaded 4 optimal features with 66.79% confidence from JSON config
[2025-11-16T05:01:21.991535] [DEBUG] [MAG       ] Building data for symbol: YELP with lookback: 0
[2025-11-16T05:01:21.992543] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:21.992664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:21.992852] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:21.994855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:21.995468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:21.995933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:01:21.998089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:22.053127] [INFO ] [LOCAL     ] JOE: Saved forecast.
[2025-11-16T05:01:22.053231] [INFO ] [main      ] JOE: Signal=1 (Conf=80.0%), Magnitude=1.11% (Conf=60.8746%)
[2025-11-16T05:01:22.053671] [INFO ] [main      ] Fetching symbol history for SD...
[2025-11-16T05:01:22.053757] [DEBUG] [REMOTE    ] SD: Fetching historical data.
[2025-11-16T05:01:22.053747] [INFO ] [main      ] Progress: 284/472 forecasts completed (60.2%). JOE finished in 0.6s. ETA: 32.4s. Rate: 347.98 forecasts/min
[2025-11-16T05:01:22.067724] [DEBUG] [REMOTE    ] SD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:22.069194] [DEBUG] [LOCAL     ] Loaded configuration for SD: 7 features, N/A% accuracy
[2025-11-16T05:01:22.069317] [INFO ] [LOCAL     ] SD: Loaded 7 optimal features with 56.80% confidence from JSON config
[2025-11-16T05:01:22.069415] [DEBUG] [MAG       ] Building data for symbol: SD with lookback: 0
[2025-11-16T05:01:22.070295] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:22.070434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:22.075359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:22.076301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:22.077302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:22.079802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:22.141907] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:22.165742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:22.170949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:01:22.172785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:22.219052] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-11-16T05:01:22.219352] [INFO ] [main      ] ACCO: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=55.6902%)
[2025-11-16T05:01:22.219958] [INFO ] [main      ] Progress: 285/472 forecasts completed (60.4%). ACCO finished in 0.6s. ETA: 32.2s. Rate: 348.03 forecasts/min
[2025-11-16T05:01:22.220275] [INFO ] [main      ] Fetching symbol history for WAB...
[2025-11-16T05:01:22.220387] [DEBUG] [REMOTE    ] WAB: Fetching historical data.
[2025-11-16T05:01:22.234822] [DEBUG] [REMOTE    ] WAB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:22.236274] [DEBUG] [LOCAL     ] Loaded configuration for WAB: 9 features, N/A% accuracy
[2025-11-16T05:01:22.236437] [INFO ] [LOCAL     ] WAB: Loaded 9 optimal features with 45.43% confidence from JSON config
[2025-11-16T05:01:22.236549] [DEBUG] [MAG       ] Building data for symbol: WAB with lookback: 0
[2025-11-16T05:01:22.237546] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:22.237710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:22.243074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:22.290091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:22.292077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:22.294350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:22.294998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:22.296162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:22.297935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:22.299088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:01:22.299984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:22.340407] [DEBUG] [MAG       ] TME: Last date is validated at 2025-11-14
[2025-11-16T05:01:22.345894] [DEBUG] [MAG       ] YELP: Last date is validated at 2025-11-14
[2025-11-16T05:01:22.508099] [DEBUG] [MAG       ] SD: Last date is validated at 2025-11-14
[2025-11-16T05:01:22.518233] [DEBUG] [MAG       ] YELP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:22.518532] [DEBUG] [MAG       ] TME: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:22.614603] [INFO ] [LOCAL     ] TME: Saved forecast.
[2025-11-16T05:01:22.614939] [INFO ] [main      ] TME: Signal=1 (Conf=80.0%), Magnitude=3.04% (Conf=51.1596%)
[2025-11-16T05:01:22.615486] [INFO ] [main      ] Fetching symbol history for FMS...
[2025-11-16T05:01:22.615601] [DEBUG] [REMOTE    ] FMS: Fetching historical data.
[2025-11-16T05:01:22.615740] [INFO ] [main      ] Progress: 286/472 forecasts completed (60.6%). TME finished in 0.7s. ETA: 32.2s. Rate: 346.46 forecasts/min
[2025-11-16T05:01:22.620544] [INFO ] [LOCAL     ] YELP: Saved forecast.
[2025-11-16T05:01:22.620717] [INFO ] [main      ] YELP: Signal=1 (Conf=80.0%), Magnitude=2.78% (Conf=66.7862%)
[2025-11-16T05:01:22.621099] [INFO ] [main      ] Fetching symbol history for SM...
[2025-11-16T05:01:22.621174] [DEBUG] [REMOTE    ] SM: Fetching historical data.
[2025-11-16T05:01:22.622711] [INFO ] [main      ] Progress: 287/472 forecasts completed (60.8%). YELP finished in 0.6s. ETA: 31.9s. Rate: 347.62 forecasts/min
[2025-11-16T05:01:22.632376] [DEBUG] [REMOTE    ] FMS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:22.633775] [DEBUG] [LOCAL     ] Loaded configuration for FMS: 1 features, N/A% accuracy
[2025-11-16T05:01:22.633900] [INFO ] [LOCAL     ] FMS: Loaded 1 optimal features with 45.24% confidence from JSON config
[2025-11-16T05:01:22.633997] [DEBUG] [MAG       ] Building data for symbol: FMS with lookback: 0
[2025-11-16T05:01:22.634995] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:22.635130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:01:22.636854] [DEBUG] [REMOTE    ] SM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:22.638049] [DEBUG] [LOCAL     ] Loaded configuration for SM: 6 features, N/A% accuracy
[2025-11-16T05:01:22.638121] [INFO ] [LOCAL     ] SM: Loaded 6 optimal features with 45.81% confidence from JSON config
[2025-11-16T05:01:22.638161] [DEBUG] [MAG       ] Building data for symbol: SM with lookback: 0
[2025-11-16T05:01:22.638215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:22.639106] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:22.639192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:22.644574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:22.646590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:22.647190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:22.647713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:22.648011] [DEBUG] [MAG       ] WAB: Last date is validated at 2025-11-14
[2025-11-16T05:01:22.648543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:22.674761] [DEBUG] [MAG       ] SD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:22.759860] [INFO ] [LOCAL     ] SD: Saved forecast.
[2025-11-16T05:01:22.759983] [INFO ] [main      ] SD: Signal=1 (Conf=80.0%), Magnitude=1.59% (Conf=56.8015%)
[2025-11-16T05:01:22.760383] [INFO ] [main      ] Fetching symbol history for INN...
[2025-11-16T05:01:22.760454] [DEBUG] [REMOTE    ] INN: Fetching historical data.
[2025-11-16T05:01:22.760766] [INFO ] [main      ] Progress: 288/472 forecasts completed (61.0%). SD finished in 0.7s. ETA: 31.7s. Rate: 347.86 forecasts/min
[2025-11-16T05:01:22.772686] [DEBUG] [REMOTE    ] INN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:22.773771] [DEBUG] [LOCAL     ] Loaded configuration for INN: 4 features, N/A% accuracy
[2025-11-16T05:01:22.773895] [INFO ] [LOCAL     ] INN: Loaded 4 optimal features with 62.16% confidence from JSON config
[2025-11-16T05:01:22.773994] [DEBUG] [MAG       ] Building data for symbol: INN with lookback: 0
[2025-11-16T05:01:22.774875] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:22.775005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:22.781385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:22.821173] [DEBUG] [MAG       ] WAB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:22.901428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:22.902891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:22.904212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:01:22.910088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:22.984998] [DEBUG] [MAG       ] FMS: Last date is validated at 2025-11-14
[2025-11-16T05:01:22.988514] [INFO ] [LOCAL     ] WAB: Saved forecast.
[2025-11-16T05:01:22.988805] [INFO ] [main      ] WAB: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=45.4341%)
[2025-11-16T05:01:22.989325] [INFO ] [main      ] Fetching symbol history for CSL...
[2025-11-16T05:01:22.989446] [DEBUG] [REMOTE    ] CSL: Fetching historical data.
[2025-11-16T05:01:22.990755] [INFO ] [main      ] Progress: 289/472 forecasts completed (61.2%). WAB finished in 0.8s. ETA: 31.6s. Rate: 347.46 forecasts/min
[2025-11-16T05:01:23.003795] [DEBUG] [REMOTE    ] CSL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:23.005038] [DEBUG] [LOCAL     ] Loaded configuration for CSL: 5 features, N/A% accuracy
[2025-11-16T05:01:23.005164] [INFO ] [LOCAL     ] CSL: Loaded 5 optimal features with 62.83% confidence from JSON config
[2025-11-16T05:01:23.005259] [DEBUG] [MAG       ] Building data for symbol: CSL with lookback: 0
[2025-11-16T05:01:23.006311] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:23.006446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:23.011549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:23.013555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:23.014169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:23.014662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:01:23.016826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:23.149526] [DEBUG] [MAG       ] SM: Last date is validated at 2025-11-14
[2025-11-16T05:01:23.154811] [DEBUG] [MAG       ] FMS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:23.236110] [INFO ] [LOCAL     ] FMS: Saved forecast.
[2025-11-16T05:01:23.236471] [INFO ] [main      ] FMS: Signal=1 (Conf=80.0%), Magnitude=-1.67% (Conf=45.24%)
[2025-11-16T05:01:23.236849] [INFO ] [main      ] Fetching symbol history for CVE...
[2025-11-16T05:01:23.237016] [DEBUG] [REMOTE    ] CVE: Fetching historical data.
[2025-11-16T05:01:23.237318] [INFO ] [main      ] Progress: 290/472 forecasts completed (61.4%). FMS finished in 0.6s. ETA: 31.5s. Rate: 346.95 forecasts/min
[2025-11-16T05:01:23.253358] [DEBUG] [REMOTE    ] CVE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:23.254628] [DEBUG] [LOCAL     ] Loaded configuration for CVE: 6 features, N/A% accuracy
[2025-11-16T05:01:23.254772] [INFO ] [LOCAL     ] CVE: Loaded 6 optimal features with 61.49% confidence from JSON config
[2025-11-16T05:01:23.254882] [DEBUG] [MAG       ] Building data for symbol: CVE with lookback: 0
[2025-11-16T05:01:23.255893] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:23.256028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:23.261413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:23.262888] [DEBUG] [MAG       ] INN: Last date is validated at 2025-11-14
[2025-11-16T05:01:23.263566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:23.264162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:23.264589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:23.267226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:23.269355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:23.315911] [DEBUG] [MAG       ] SM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:23.367601] [DEBUG] [MAG       ] CSL: Last date is validated at 2025-11-14
[2025-11-16T05:01:23.420041] [INFO ] [LOCAL     ] SM: Saved forecast.
[2025-11-16T05:01:23.420282] [INFO ] [main      ] SM: Signal=1 (Conf=80.0%), Magnitude=5.15% (Conf=45.8127%)
[2025-11-16T05:01:23.420717] [INFO ] [main      ] Fetching symbol history for CPA...
[2025-11-16T05:01:23.420834] [DEBUG] [REMOTE    ] CPA: Fetching historical data.
[2025-11-16T05:01:23.420791] [INFO ] [main      ] Progress: 291/472 forecasts completed (61.7%). SM finished in 0.8s. ETA: 31.3s. Rate: 346.88 forecasts/min
[2025-11-16T05:01:23.435669] [DEBUG] [MAG       ] INN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:23.438258] [DEBUG] [REMOTE    ] CPA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:23.439453] [DEBUG] [LOCAL     ] Loaded configuration for CPA: 10 features, N/A% accuracy
[2025-11-16T05:01:23.439534] [INFO ] [LOCAL     ] CPA: Loaded 10 optimal features with 67.78% confidence from JSON config
[2025-11-16T05:01:23.439583] [DEBUG] [MAG       ] Building data for symbol: CPA with lookback: 0
[2025-11-16T05:01:23.440626] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:01:23.440738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:23.446160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:23.448246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:23.448858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:23.449298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:23.450113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:23.501372] [INFO ] [LOCAL     ] INN: Saved forecast.
[2025-11-16T05:01:23.501475] [INFO ] [main      ] INN: Signal=1 (Conf=80.0%), Magnitude=1.03% (Conf=62.1579%)
[2025-11-16T05:01:23.501670] [INFO ] [main      ] Fetching symbol history for THS...
[2025-11-16T05:01:23.501759] [DEBUG] [REMOTE    ] THS: Fetching historical data.
[2025-11-16T05:01:23.502933] [INFO ] [main      ] Progress: 292/472 forecasts completed (61.9%). INN finished in 0.7s. ETA: 31.1s. Rate: 347.50 forecasts/min
[2025-11-16T05:01:23.514343] [DEBUG] [REMOTE    ] THS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:23.515489] [DEBUG] [LOCAL     ] Loaded configuration for THS: 7 features, N/A% accuracy
[2025-11-16T05:01:23.515709] [INFO ] [LOCAL     ] THS: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-11-16T05:01:23.515818] [DEBUG] [MAG       ] Building data for symbol: THS with lookback: 0
[2025-11-16T05:01:23.516785] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:23.516926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:23.522068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:23.523991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:23.524575] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:23.545211] [DEBUG] [MAG       ] CSL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:23.581595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:23.584090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:23.585268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:23.587575] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:23.597267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:23.600516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:23.602413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:23.603575] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:01:23.604679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:23.626114] [DEBUG] [MAG       ] CVE: Last date is validated at 2025-11-14
[2025-11-16T05:01:23.740483] [INFO ] [LOCAL     ] CSL: Saved forecast.
[2025-11-16T05:01:23.740831] [INFO ] [main      ] CSL: Signal=1 (Conf=80.0%), Magnitude=-1.95% (Conf=62.829%)
[2025-11-16T05:01:23.741113] [INFO ] [main      ] Fetching symbol history for RGR...
[2025-11-16T05:01:23.741497] [DEBUG] [REMOTE    ] RGR: Fetching historical data.
[2025-11-16T05:01:23.741925] [INFO ] [main      ] Progress: 293/472 forecasts completed (62.1%). CSL finished in 0.8s. ETA: 30.9s. Rate: 347.05 forecasts/min
[2025-11-16T05:01:23.756720] [DEBUG] [REMOTE    ] RGR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:23.758061] [DEBUG] [LOCAL     ] Loaded configuration for RGR: 5 features, N/A% accuracy
[2025-11-16T05:01:23.758134] [INFO ] [LOCAL     ] RGR: Loaded 5 optimal features with 58.70% confidence from JSON config
[2025-11-16T05:01:23.758173] [DEBUG] [MAG       ] Building data for symbol: RGR with lookback: 0
[2025-11-16T05:01:23.759169] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:23.759252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:23.761468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:23.762150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:23.762587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:01:23.764157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:23.764887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:23.801234] [DEBUG] [MAG       ] CVE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:23.891145] [INFO ] [LOCAL     ] CVE: Saved forecast.
[2025-11-16T05:01:23.891376] [INFO ] [main      ] CVE: Signal=1 (Conf=80.0%), Magnitude=1.93% (Conf=61.491%)
[2025-11-16T05:01:23.891618] [INFO ] [main      ] Fetching symbol history for CF...
[2025-11-16T05:01:23.891750] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-11-16T05:01:23.892576] [INFO ] [main      ] Progress: 294/472 forecasts completed (62.3%). CVE finished in 0.7s. ETA: 30.8s. Rate: 347.20 forecasts/min
[2025-11-16T05:01:23.906874] [DEBUG] [REMOTE    ] CF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:23.908013] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-11-16T05:01:23.908142] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-11-16T05:01:23.908244] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-11-16T05:01:23.909193] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:23.909328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:23.911166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:23.911845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:23.912371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:23.928570] [DEBUG] [MAG       ] THS: Last date is validated at 2025-11-14
[2025-11-16T05:01:23.964451] [DEBUG] [MAG       ] CPA: Last date is validated at 2025-11-14
[2025-11-16T05:01:24.042348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:24.098847] [DEBUG] [MAG       ] THS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:24.109067] [DEBUG] [MAG       ] RGR: Last date is validated at 2025-11-14
[2025-11-16T05:01:24.142349] [DEBUG] [MAG       ] CPA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:24.208572] [INFO ] [LOCAL     ] THS: Saved forecast.
[2025-11-16T05:01:24.208854] [INFO ] [main      ] THS: Signal=1 (Conf=80.0%), Magnitude=1.18% (Conf=47.4941%)
[2025-11-16T05:01:24.209084] [INFO ] [main      ] Fetching symbol history for CII...
[2025-11-16T05:01:24.209392] [DEBUG] [REMOTE    ] CII: Fetching historical data.
[2025-11-16T05:01:24.210734] [INFO ] [main      ] Progress: 295/472 forecasts completed (62.5%). THS finished in 0.7s. ETA: 30.7s. Rate: 346.21 forecasts/min
[2025-11-16T05:01:24.221931] [DEBUG] [REMOTE    ] CII: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:24.223205] [DEBUG] [LOCAL     ] Loaded configuration for CII: 0 features, N/A% accuracy
[2025-11-16T05:01:24.223327] [INFO ] [LOCAL     ] CII: Loaded 0 optimal features with 56.10% confidence from JSON config
[2025-11-16T05:01:24.223426] [DEBUG] [MAG       ] Building data for symbol: CII with lookback: 0
[2025-11-16T05:01:24.224365] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:01:24.267025] [INFO ] [LOCAL     ] CPA: Saved forecast.
[2025-11-16T05:01:24.267339] [INFO ] [main      ] CPA: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=67.7822%)
[2025-11-16T05:01:24.267624] [INFO ] [main      ] Fetching symbol history for KEN...
[2025-11-16T05:01:24.267780] [DEBUG] [REMOTE    ] KEN: Fetching historical data.
[2025-11-16T05:01:24.268738] [INFO ] [main      ] Progress: 296/472 forecasts completed (62.7%). CPA finished in 0.8s. ETA: 30.4s. Rate: 346.99 forecasts/min
[2025-11-16T05:01:24.282185] [DEBUG] [REMOTE    ] KEN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:24.283377] [DEBUG] [LOCAL     ] Loaded configuration for KEN: 7 features, N/A% accuracy
[2025-11-16T05:01:24.283467] [INFO ] [LOCAL     ] KEN: Loaded 7 optimal features with 64.12% confidence from JSON config
[2025-11-16T05:01:24.283518] [DEBUG] [MAG       ] Building data for symbol: KEN with lookback: 0
[2025-11-16T05:01:24.284656] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:24.284744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:24.290357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:24.292456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:24.293062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:24.293508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:24.293555] [DEBUG] [MAG       ] RGR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:24.296030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:24.297968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:24.299239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:24.390115] [DEBUG] [MAG       ] CF: Last date is validated at 2025-11-14
[2025-11-16T05:01:24.392039] [INFO ] [LOCAL     ] RGR: Saved forecast.
[2025-11-16T05:01:24.392157] [INFO ] [main      ] RGR: Signal=1 (Conf=80.0%), Magnitude=0.59% (Conf=58.6954%)
[2025-11-16T05:01:24.392635] [INFO ] [main      ] Fetching symbol history for PGRE...
[2025-11-16T05:01:24.392726] [DEBUG] [REMOTE    ] PGRE: Fetching historical data.
[2025-11-16T05:01:24.392772] [INFO ] [main      ] Progress: 297/472 forecasts completed (62.9%). RGR finished in 0.7s. ETA: 30.2s. Rate: 347.32 forecasts/min
[2025-11-16T05:01:24.408284] [DEBUG] [REMOTE    ] PGRE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:24.410185] [DEBUG] [LOCAL     ] Loaded configuration for PGRE: 9 features, N/A% accuracy
[2025-11-16T05:01:24.410263] [INFO ] [LOCAL     ] PGRE: Loaded 9 optimal features with 40.73% confidence from JSON config
[2025-11-16T05:01:24.410303] [DEBUG] [MAG       ] Building data for symbol: PGRE with lookback: 0
[2025-11-16T05:01:24.411284] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:24.411369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:24.416496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:24.418534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:24.419131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:24.419622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:24.420054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:24.556691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:24.558380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:24.560306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:01:24.562222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:24.565712] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:24.565973] [DEBUG] [MAG       ] CII: Last date is validated at 2025-11-14
[2025-11-16T05:01:24.650593] [DEBUG] [MAG       ] KEN: Last date is validated at 2025-11-14
[2025-11-16T05:01:24.686466] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-11-16T05:01:24.686578] [INFO ] [main      ] CF: Signal=1 (Conf=80.0%), Magnitude=4.27% (Conf=59.2726%)
[2025-11-16T05:01:24.687190] [INFO ] [main      ] Progress: 298/472 forecasts completed (63.1%). CF finished in 0.8s. ETA: 30.1s. Rate: 346.50 forecasts/min
[2025-11-16T05:01:24.687023] [INFO ] [main      ] Fetching symbol history for NUVB...
[2025-11-16T05:01:24.687366] [DEBUG] [REMOTE    ] NUVB: Fetching historical data.
[2025-11-16T05:01:24.701359] [DEBUG] [REMOTE    ] NUVB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:24.702677] [DEBUG] [LOCAL     ] Loaded configuration for NUVB: 4 features, N/A% accuracy
[2025-11-16T05:01:24.702799] [INFO ] [LOCAL     ] NUVB: Loaded 4 optimal features with 57.21% confidence from JSON config
[2025-11-16T05:01:24.702898] [DEBUG] [MAG       ] Building data for symbol: NUVB with lookback: 0
[2025-11-16T05:01:24.703831] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:24.703963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:24.705791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:24.706436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:24.708902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:24.742261] [DEBUG] [MAG       ] CII: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:24.806490] [INFO ] [LOCAL     ] CII: Saved forecast.
[2025-11-16T05:01:24.806798] [INFO ] [main      ] CII: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=56.0999%)
[2025-11-16T05:01:24.807264] [INFO ] [main      ] Fetching symbol history for MPX...
[2025-11-16T05:01:24.807398] [DEBUG] [REMOTE    ] MPX: Fetching historical data.
[2025-11-16T05:01:24.808731] [INFO ] [main      ] Progress: 299/472 forecasts completed (63.3%). CII finished in 0.6s. ETA: 29.9s. Rate: 346.85 forecasts/min
[2025-11-16T05:01:24.820796] [DEBUG] [REMOTE    ] MPX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:24.821982] [DEBUG] [LOCAL     ] Loaded configuration for MPX: 7 features, N/A% accuracy
[2025-11-16T05:01:24.822105] [INFO ] [LOCAL     ] MPX: Loaded 7 optimal features with 46.85% confidence from JSON config
[2025-11-16T05:01:24.822209] [DEBUG] [MAG       ] Building data for symbol: MPX with lookback: 0
[2025-11-16T05:01:24.823099] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:24.823236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:24.823687] [DEBUG] [MAG       ] KEN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:24.828306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:24.833669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:24.882590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:24.885796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:24.887161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:24.889340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:24.890198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:01:24.891453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:24.903374] [DEBUG] [MAG       ] PGRE: Last date is validated at 2025-11-14
[2025-11-16T05:01:24.931619] [INFO ] [LOCAL     ] KEN: Saved forecast.
[2025-11-16T05:01:24.931931] [INFO ] [main      ] KEN: Signal=1 (Conf=80.0%), Magnitude=1.52% (Conf=64.1153%)
[2025-11-16T05:01:24.932214] [INFO ] [main      ] Fetching symbol history for HTH...
[2025-11-16T05:01:24.932328] [DEBUG] [REMOTE    ] HTH: Fetching historical data.
[2025-11-16T05:01:24.933406] [INFO ] [main      ] Progress: 300/472 forecasts completed (63.6%). KEN finished in 0.7s. ETA: 29.7s. Rate: 347.17 forecasts/min
[2025-11-16T05:01:24.947110] [DEBUG] [REMOTE    ] HTH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:24.948429] [DEBUG] [LOCAL     ] Loaded configuration for HTH: 2 features, N/A% accuracy
[2025-11-16T05:01:24.948556] [INFO ] [LOCAL     ] HTH: Loaded 2 optimal features with 58.00% confidence from JSON config
[2025-11-16T05:01:24.948676] [DEBUG] [MAG       ] Building data for symbol: HTH with lookback: 0
[2025-11-16T05:01:24.949727] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:24.949894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:25.040313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:25.062429] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:25.073245] [DEBUG] [MAG       ] PGRE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:25.145908] [INFO ] [LOCAL     ] PGRE: Saved forecast.
[2025-11-16T05:01:25.146228] [INFO ] [main      ] PGRE: Signal=1 (Conf=80.0%), Magnitude=0.02% (Conf=40.726%)
[2025-11-16T05:01:25.146528] [INFO ] [main      ] Fetching symbol history for REZI...
[2025-11-16T05:01:25.146663] [DEBUG] [REMOTE    ] REZI: Fetching historical data.
[2025-11-16T05:01:25.147751] [INFO ] [main      ] Progress: 301/472 forecasts completed (63.8%). PGRE finished in 0.8s. ETA: 29.6s. Rate: 346.90 forecasts/min
[2025-11-16T05:01:25.162476] [DEBUG] [REMOTE    ] REZI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:25.163920] [DEBUG] [LOCAL     ] Loaded configuration for REZI: 11 features, N/A% accuracy
[2025-11-16T05:01:25.164061] [INFO ] [LOCAL     ] REZI: Loaded 11 optimal features with 41.33% confidence from JSON config
[2025-11-16T05:01:25.164165] [DEBUG] [MAG       ] Building data for symbol: REZI with lookback: 0
[2025-11-16T05:01:25.165290] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:01:25.165432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:25.167368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:25.168043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:25.168533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:25.169432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:25.171907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:25.173512] [DEBUG] [MAG       ] NUVB: Last date is validated at 2025-11-14
[2025-11-16T05:01:25.235953] [DEBUG] [MAG       ] MPX: Last date is validated at 2025-11-14
[2025-11-16T05:01:25.305780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:25.346195] [DEBUG] [MAG       ] NUVB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:25.367032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:25.368854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:25.369691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:25.370400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:25.390075] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:25.407004] [DEBUG] [MAG       ] HTH: Last date is validated at 2025-11-14
[2025-11-16T05:01:25.407058] [DEBUG] [MAG       ] MPX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:25.415095] [INFO ] [LOCAL     ] NUVB: Saved forecast.
[2025-11-16T05:01:25.415273] [INFO ] [main      ] NUVB: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=57.2119%)
[2025-11-16T05:01:25.415510] [INFO ] [main      ] Fetching symbol history for TDY...
[2025-11-16T05:01:25.415714] [DEBUG] [REMOTE    ] TDY: Fetching historical data.
[2025-11-16T05:01:25.416557] [INFO ] [main      ] Progress: 302/472 forecasts completed (64.0%). NUVB finished in 0.7s. ETA: 29.5s. Rate: 346.26 forecasts/min
[2025-11-16T05:01:25.429556] [DEBUG] [REMOTE    ] TDY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:25.430663] [DEBUG] [LOCAL     ] Loaded configuration for TDY: 9 features, N/A% accuracy
[2025-11-16T05:01:25.430789] [INFO ] [LOCAL     ] TDY: Loaded 9 optimal features with 63.42% confidence from JSON config
[2025-11-16T05:01:25.430887] [DEBUG] [MAG       ] Building data for symbol: TDY with lookback: 0
[2025-11-16T05:01:25.431766] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:25.431918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:25.433749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:25.434393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:25.434934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:25.435414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:25.436303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:25.437274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:25.438444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:25.439639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:01:25.442483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:25.487214] [INFO ] [LOCAL     ] MPX: Saved forecast.
[2025-11-16T05:01:25.487365] [INFO ] [main      ] MPX: Signal=1 (Conf=80.0%), Magnitude=-0.89% (Conf=46.8459%)
[2025-11-16T05:01:25.487786] [INFO ] [main      ] Progress: 303/472 forecasts completed (64.2%). MPX finished in 0.7s. ETA: 29.2s. Rate: 346.93 forecasts/min
[2025-11-16T05:01:25.487940] [INFO ] [main      ] Fetching symbol history for HMY...
[2025-11-16T05:01:25.488000] [DEBUG] [REMOTE    ] HMY: Fetching historical data.
[2025-11-16T05:01:25.501529] [DEBUG] [REMOTE    ] HMY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:25.502826] [DEBUG] [LOCAL     ] Loaded configuration for HMY: 4 features, N/A% accuracy
[2025-11-16T05:01:25.502960] [INFO ] [LOCAL     ] HMY: Loaded 4 optimal features with 57.42% confidence from JSON config
[2025-11-16T05:01:25.503058] [DEBUG] [MAG       ] Building data for symbol: HMY with lookback: 0
[2025-11-16T05:01:25.503979] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:25.504111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:25.505947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:25.506587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:25.507090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:25.509012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:25.579184] [DEBUG] [MAG       ] HTH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:25.673331] [INFO ] [LOCAL     ] HTH: Saved forecast.
[2025-11-16T05:01:25.673660] [INFO ] [main      ] HTH: Signal=1 (Conf=80.0%), Magnitude=0.36% (Conf=57.9952%)
[2025-11-16T05:01:25.673945] [INFO ] [main      ] Fetching symbol history for CLB...
[2025-11-16T05:01:25.674060] [DEBUG] [REMOTE    ] CLB: Fetching historical data.
[2025-11-16T05:01:25.674387] [INFO ] [main      ] Progress: 304/472 forecasts completed (64.4%). HTH finished in 0.7s. ETA: 29.1s. Rate: 346.84 forecasts/min
[2025-11-16T05:01:25.689608] [DEBUG] [REMOTE    ] CLB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:25.691019] [DEBUG] [LOCAL     ] Loaded configuration for CLB: 5 features, N/A% accuracy
[2025-11-16T05:01:25.691151] [INFO ] [LOCAL     ] CLB: Loaded 5 optimal features with 59.58% confidence from JSON config
[2025-11-16T05:01:25.691255] [DEBUG] [MAG       ] Building data for symbol: CLB with lookback: 0
[2025-11-16T05:01:25.692301] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:25.692439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:25.694360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:25.695034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:25.695539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:25.698711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:01:25.700878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:25.742506] [DEBUG] [MAG       ] REZI: Last date is validated at 2025-11-14
[2025-11-16T05:01:25.778392] [DEBUG] [MAG       ] TDY: Last date is validated at 2025-11-14
[2025-11-16T05:01:25.852369] [DEBUG] [MAG       ] HMY: Last date is validated at 2025-11-14
[2025-11-16T05:01:25.912243] [DEBUG] [MAG       ] REZI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:25.946184] [DEBUG] [MAG       ] TDY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:26.026106] [DEBUG] [MAG       ] HMY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:26.042516] [INFO ] [LOCAL     ] REZI: Saved forecast.
[2025-11-16T05:01:26.042851] [INFO ] [main      ] REZI: Signal=1 (Conf=80.0%), Magnitude=0.57% (Conf=41.3326%)
[2025-11-16T05:01:26.043410] [INFO ] [main      ] Fetching symbol history for ARLO...
[2025-11-16T05:01:26.043488] [DEBUG] [REMOTE    ] ARLO: Fetching historical data.
[2025-11-16T05:01:26.043742] [INFO ] [main      ] Progress: 305/472 forecasts completed (64.6%). REZI finished in 0.9s. ETA: 29.0s. Rate: 345.56 forecasts/min
[2025-11-16T05:01:26.060360] [DEBUG] [REMOTE    ] ARLO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:26.061695] [DEBUG] [LOCAL     ] Loaded configuration for ARLO: 6 features, N/A% accuracy
[2025-11-16T05:01:26.061861] [INFO ] [LOCAL     ] ARLO: Loaded 6 optimal features with 42.99% confidence from JSON config
[2025-11-16T05:01:26.061964] [DEBUG] [MAG       ] Building data for symbol: ARLO with lookback: 0
[2025-11-16T05:01:26.063145] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:26.063292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:26.069077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:26.071077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:26.071707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:26.072071] [DEBUG] [MAG       ] CLB: Last date is validated at 2025-11-14
[2025-11-16T05:01:26.072740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:26.075169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:26.077520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:26.113074] [INFO ] [LOCAL     ] HMY: Saved forecast.
[2025-11-16T05:01:26.113360] [INFO ] [main      ] HMY: Signal=1 (Conf=80.0%), Magnitude=-6.68% (Conf=57.4183%)
[2025-11-16T05:01:26.113598] [INFO ] [main      ] Fetching symbol history for CIG...
[2025-11-16T05:01:26.113729] [DEBUG] [REMOTE    ] CIG: Fetching historical data.
[2025-11-16T05:01:26.115833] [INFO ] [main      ] Progress: 306/472 forecasts completed (64.8%). HMY finished in 0.6s. ETA: 28.8s. Rate: 346.22 forecasts/min
[2025-11-16T05:01:26.126259] [DEBUG] [REMOTE    ] CIG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:26.127356] [DEBUG] [LOCAL     ] Loaded configuration for CIG: 11 features, N/A% accuracy
[2025-11-16T05:01:26.127543] [INFO ] [LOCAL     ] CIG: Loaded 11 optimal features with 14.51% confidence from JSON config
[2025-11-16T05:01:26.127669] [DEBUG] [MAG       ] Building data for symbol: CIG with lookback: 0
[2025-11-16T05:01:26.128515] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:01:26.128673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:26.133681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:26.135559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:26.136208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:26.136794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:26.137285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:26.137268] [INFO ] [LOCAL     ] TDY: Saved forecast.
[2025-11-16T05:01:26.137537] [INFO ] [main      ] TDY: Signal=1 (Conf=80.0%), Magnitude=-2.54% (Conf=63.4188%)
[2025-11-16T05:01:26.137780] [INFO ] [main      ] Fetching symbol history for HAL...
[2025-11-16T05:01:26.137893] [DEBUG] [REMOTE    ] HAL: Fetching historical data.
[2025-11-16T05:01:26.138131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:26.138352] [INFO ] [main      ] Progress: 307/472 forecasts completed (65.0%). TDY finished in 0.7s. ETA: 28.5s. Rate: 347.20 forecasts/min
[2025-11-16T05:01:26.139048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:26.141826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:26.150912] [DEBUG] [REMOTE    ] HAL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:26.152142] [DEBUG] [LOCAL     ] Loaded configuration for HAL: 2 features, N/A% accuracy
[2025-11-16T05:01:26.152222] [INFO ] [LOCAL     ] HAL: Loaded 2 optimal features with 53.10% confidence from JSON config
[2025-11-16T05:01:26.152279] [DEBUG] [MAG       ] Building data for symbol: HAL with lookback: 0
[2025-11-16T05:01:26.153093] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:26.153183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:26.157957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:26.255783] [DEBUG] [MAG       ] CLB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:26.273982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:26.276399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:26.277867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:26.281989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:26.351766] [INFO ] [LOCAL     ] CLB: Saved forecast.
[2025-11-16T05:01:26.352071] [INFO ] [main      ] CLB: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=59.5835%)
[2025-11-16T05:01:26.352364] [INFO ] [main      ] Fetching symbol history for ODV...
[2025-11-16T05:01:26.352486] [DEBUG] [REMOTE    ] ODV: Fetching historical data.
[2025-11-16T05:01:26.353164] [INFO ] [main      ] Progress: 308/472 forecasts completed (65.3%). CLB finished in 0.7s. ETA: 28.4s. Rate: 346.93 forecasts/min
[2025-11-16T05:01:26.368599] [DEBUG] [REMOTE    ] ODV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:26.369900] [DEBUG] [LOCAL     ] Loaded configuration for ODV: 1 features, N/A% accuracy
[2025-11-16T05:01:26.370035] [INFO ] [LOCAL     ] ODV: Loaded 1 optimal features with 42.27% confidence from JSON config
[2025-11-16T05:01:26.370143] [DEBUG] [MAG       ] Building data for symbol: ODV with lookback: 0
[2025-11-16T05:01:26.371223] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:26.371355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:26.373960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:26.431449] [DEBUG] [MAG       ] ARLO: Last date is validated at 2025-11-14
[2025-11-16T05:01:26.600751] [DEBUG] [MAG       ] ARLO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:26.620524] [DEBUG] [MAG       ] HAL: Last date is validated at 2025-11-14
[2025-11-16T05:01:26.628942] [DEBUG] [MAG       ] CIG: Last date is validated at 2025-11-14
[2025-11-16T05:01:26.702126] [INFO ] [LOCAL     ] ARLO: Saved forecast.
[2025-11-16T05:01:26.702459] [INFO ] [main      ] ARLO: Signal=1 (Conf=80.0%), Magnitude=-2.11% (Conf=42.9851%)
[2025-11-16T05:01:26.702989] [INFO ] [main      ] Progress: 309/472 forecasts completed (65.5%). ARLO finished in 0.7s. ETA: 28.3s. Rate: 345.79 forecasts/min
[2025-11-16T05:01:26.703225] [INFO ] [main      ] Fetching symbol history for RYAN...
[2025-11-16T05:01:26.703335] [DEBUG] [REMOTE    ] RYAN: Fetching historical data.
[2025-11-16T05:01:26.717435] [DEBUG] [REMOTE    ] RYAN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:26.718850] [DEBUG] [LOCAL     ] Loaded configuration for RYAN: 8 features, N/A% accuracy
[2025-11-16T05:01:26.718976] [INFO ] [LOCAL     ] RYAN: Loaded 8 optimal features with 61.29% confidence from JSON config
[2025-11-16T05:01:26.719078] [DEBUG] [MAG       ] Building data for symbol: RYAN with lookback: 0
[2025-11-16T05:01:26.720056] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:26.720195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:26.722119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:26.722784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:26.723331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:26.723837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:26.736034] [DEBUG] [MAG       ] ODV: Last date is validated at 2025-11-14
[2025-11-16T05:01:26.781413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:26.787418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:01:26.788965] [DEBUG] [MAG       ] HAL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:26.789926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:01:26.792262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:26.794130] [DEBUG] [MAG       ] CIG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:26.863604] [INFO ] [LOCAL     ] CIG: Saved forecast.
[2025-11-16T05:01:26.863858] [INFO ] [main      ] CIG: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=14.5147%)
[2025-11-16T05:01:26.864301] [INFO ] [main      ] Fetching symbol history for CWAN...
[2025-11-16T05:01:26.864420] [DEBUG] [REMOTE    ] CWAN: Fetching historical data.
[2025-11-16T05:01:26.864868] [INFO ] [main      ] Progress: 310/472 forecasts completed (65.7%). CIG finished in 0.7s. ETA: 28.1s. Rate: 345.86 forecasts/min
[2025-11-16T05:01:26.876817] [DEBUG] [REMOTE    ] CWAN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:26.878207] [DEBUG] [LOCAL     ] Loaded configuration for CWAN: 4 features, N/A% accuracy
[2025-11-16T05:01:26.878333] [INFO ] [LOCAL     ] CWAN: Loaded 4 optimal features with 46.73% confidence from JSON config
[2025-11-16T05:01:26.878431] [DEBUG] [MAG       ] Building data for symbol: CWAN with lookback: 0
[2025-11-16T05:01:26.879318] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:26.879451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:26.881797] [INFO ] [LOCAL     ] HAL: Saved forecast.
[2025-11-16T05:01:26.882000] [INFO ] [main      ] HAL: Signal=1 (Conf=80.0%), Magnitude=0.34% (Conf=53.1005%)
[2025-11-16T05:01:26.882413] [INFO ] [main      ] Fetching symbol history for SPRU...
[2025-11-16T05:01:26.882528] [DEBUG] [REMOTE    ] SPRU: Fetching historical data.
[2025-11-16T05:01:26.882604] [INFO ] [main      ] Progress: 311/472 forecasts completed (65.9%). HAL finished in 0.7s. ETA: 27.8s. Rate: 346.86 forecasts/min
[2025-11-16T05:01:26.884296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:26.886947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:26.887543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:01:26.890282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:26.895170] [DEBUG] [REMOTE    ] SPRU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:26.896188] [DEBUG] [LOCAL     ] Loaded configuration for SPRU: 11 features, N/A% accuracy
[2025-11-16T05:01:26.896279] [INFO ] [LOCAL     ] SPRU: Loaded 11 optimal features with 53.29% confidence from JSON config
[2025-11-16T05:01:26.896317] [DEBUG] [MAG       ] Building data for symbol: SPRU with lookback: 0
[2025-11-16T05:01:26.897115] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:01:26.897195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:26.898912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:26.899434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:26.899879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:26.915695] [DEBUG] [MAG       ] ODV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:26.943586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:26.944914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:26.945390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:26.946438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:26.948122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:26.949188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:01:26.949900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:01:26.952568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:26.977971] [INFO ] [LOCAL     ] ODV: Saved forecast.
[2025-11-16T05:01:26.978082] [INFO ] [main      ] ODV: Signal=1 (Conf=80.0%), Magnitude=2.82% (Conf=42.2678%)
[2025-11-16T05:01:26.978305] [INFO ] [main      ] Fetching symbol history for OIA...
[2025-11-16T05:01:26.978359] [DEBUG] [REMOTE    ] OIA: Fetching historical data.
[2025-11-16T05:01:26.979707] [INFO ] [main      ] Progress: 312/472 forecasts completed (66.1%). ODV finished in 0.6s. ETA: 27.6s. Rate: 347.35 forecasts/min
[2025-11-16T05:01:26.991934] [DEBUG] [REMOTE    ] OIA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:26.993400] [DEBUG] [LOCAL     ] Loaded configuration for OIA: 2 features, N/A% accuracy
[2025-11-16T05:01:26.993471] [INFO ] [LOCAL     ] OIA: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-11-16T05:01:26.993509] [DEBUG] [MAG       ] Building data for symbol: OIA with lookback: 0
[2025-11-16T05:01:26.994447] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:26.994527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:26.999512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:27.015672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:27.126936] [DEBUG] [MAG       ] RYAN: Last date is validated at 2025-11-14
[2025-11-16T05:01:27.228716] [DEBUG] [MAG       ] CWAN: Last date is validated at 2025-11-14
[2025-11-16T05:01:27.283188] [DEBUG] [MAG       ] SPRU: Last date is validated at 2025-11-14
[2025-11-16T05:01:27.292887] [DEBUG] [MAG       ] RYAN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:27.353544] [DEBUG] [MAG       ] OIA: Last date is validated at 2025-11-14
[2025-11-16T05:01:27.394413] [DEBUG] [MAG       ] CWAN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:27.408775] [INFO ] [LOCAL     ] RYAN: Saved forecast.
[2025-11-16T05:01:27.409075] [INFO ] [main      ] RYAN: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=61.2946%)
[2025-11-16T05:01:27.409742] [INFO ] [main      ] Fetching symbol history for EHC...
[2025-11-16T05:01:27.409867] [DEBUG] [REMOTE    ] EHC: Fetching historical data.
[2025-11-16T05:01:27.411109] [INFO ] [main      ] Progress: 313/472 forecasts completed (66.3%). RYAN finished in 0.7s. ETA: 27.6s. Rate: 345.70 forecasts/min
[2025-11-16T05:01:27.423699] [DEBUG] [REMOTE    ] EHC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:27.425028] [DEBUG] [LOCAL     ] Loaded configuration for EHC: 6 features, N/A% accuracy
[2025-11-16T05:01:27.425132] [INFO ] [LOCAL     ] EHC: Loaded 6 optimal features with 46.79% confidence from JSON config
[2025-11-16T05:01:27.425212] [DEBUG] [MAG       ] Building data for symbol: EHC with lookback: 0
[2025-11-16T05:01:27.426125] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:27.426265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:27.450262] [DEBUG] [MAG       ] SPRU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:27.503161] [INFO ] [LOCAL     ] CWAN: Saved forecast.
[2025-11-16T05:01:27.503429] [INFO ] [main      ] CWAN: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=46.7338%)
[2025-11-16T05:01:27.503685] [INFO ] [main      ] Fetching symbol history for EL...
[2025-11-16T05:01:27.503798] [DEBUG] [REMOTE    ] EL: Fetching historical data.
[2025-11-16T05:01:27.505745] [INFO ] [main      ] Progress: 314/472 forecasts completed (66.5%). CWAN finished in 0.6s. ETA: 27.4s. Rate: 346.20 forecasts/min
[2025-11-16T05:01:27.516028] [DEBUG] [REMOTE    ] EL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:27.517246] [DEBUG] [LOCAL     ] Loaded configuration for EL: 6 features, N/A% accuracy
[2025-11-16T05:01:27.517353] [INFO ] [LOCAL     ] EL: Loaded 6 optimal features with 56.13% confidence from JSON config
[2025-11-16T05:01:27.517428] [DEBUG] [MAG       ] Building data for symbol: EL with lookback: 0
[2025-11-16T05:01:27.518276] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:27.518389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:27.523245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:27.527735] [INFO ] [LOCAL     ] SPRU: Saved forecast.
[2025-11-16T05:01:27.527924] [INFO ] [main      ] SPRU: Signal=1 (Conf=80.0%), Magnitude=-7.31% (Conf=53.2856%)
[2025-11-16T05:01:27.528296] [INFO ] [main      ] Progress: 315/472 forecasts completed (66.7%). SPRU finished in 0.6s. ETA: 27.1s. Rate: 347.16 forecasts/min
[2025-11-16T05:01:27.528475] [INFO ] [main      ] Fetching symbol history for TRGP...
[2025-11-16T05:01:27.528559] [DEBUG] [REMOTE    ] TRGP: Fetching historical data.
[2025-11-16T05:01:27.529680] [DEBUG] [MAG       ] OIA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:27.542467] [DEBUG] [REMOTE    ] TRGP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:27.543501] [DEBUG] [LOCAL     ] Loaded configuration for TRGP: 3 features, N/A% accuracy
[2025-11-16T05:01:27.543601] [INFO ] [LOCAL     ] TRGP: Loaded 3 optimal features with 37.44% confidence from JSON config
[2025-11-16T05:01:27.543705] [DEBUG] [MAG       ] Building data for symbol: TRGP with lookback: 0
[2025-11-16T05:01:27.544517] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:27.544628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:27.546505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:27.548588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:27.549331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:27.560609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:27.581257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:27.583441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:27.584759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:01:27.585505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:01:27.589451] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:27.598170] [INFO ] [LOCAL     ] OIA: Saved forecast.
[2025-11-16T05:01:27.598520] [INFO ] [main      ] OIA: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=46.2485%)
[2025-11-16T05:01:27.598834] [INFO ] [main      ] Fetching symbol history for AROC...
[2025-11-16T05:01:27.598954] [DEBUG] [REMOTE    ] AROC: Fetching historical data.
[2025-11-16T05:01:27.600049] [INFO ] [main      ] Progress: 316/472 forecasts completed (66.9%). OIA finished in 0.6s. ETA: 26.9s. Rate: 347.80 forecasts/min
[2025-11-16T05:01:27.614443] [DEBUG] [REMOTE    ] AROC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:27.615603] [DEBUG] [LOCAL     ] Loaded configuration for AROC: 6 features, N/A% accuracy
[2025-11-16T05:01:27.615691] [INFO ] [LOCAL     ] AROC: Loaded 6 optimal features with 54.08% confidence from JSON config
[2025-11-16T05:01:27.615748] [DEBUG] [MAG       ] Building data for symbol: AROC with lookback: 0
[2025-11-16T05:01:27.615562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:27.616832] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:27.616940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:27.618261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:27.618821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:27.618853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:27.619597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:27.620138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:27.620049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:27.622308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:27.622733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:27.672355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:27.673754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:27.884877] [DEBUG] [MAG       ] TRGP: Last date is validated at 2025-11-14
[2025-11-16T05:01:27.931089] [DEBUG] [MAG       ] EL: Last date is validated at 2025-11-14
[2025-11-16T05:01:27.975923] [DEBUG] [MAG       ] EHC: Last date is validated at 2025-11-14
[2025-11-16T05:01:28.042454] [DEBUG] [MAG       ] AROC: Last date is validated at 2025-11-14
[2025-11-16T05:01:28.055502] [DEBUG] [MAG       ] TRGP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:28.103916] [DEBUG] [MAG       ] EL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:28.153293] [DEBUG] [MAG       ] EHC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:28.221924] [DEBUG] [MAG       ] AROC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:28.230045] [INFO ] [LOCAL     ] TRGP: Saved forecast.
[2025-11-16T05:01:28.230280] [INFO ] [main      ] TRGP: Signal=1 (Conf=80.0%), Magnitude=3.11% (Conf=37.4428%)
[2025-11-16T05:01:28.230733] [INFO ] [main      ] Progress: 317/472 forecasts completed (67.2%). TRGP finished in 0.7s. ETA: 27.0s. Rate: 344.91 forecasts/min
[2025-11-16T05:01:28.230932] [INFO ] [main      ] Fetching symbol history for MTN...
[2025-11-16T05:01:28.231039] [DEBUG] [REMOTE    ] MTN: Fetching historical data.
[2025-11-16T05:01:28.244093] [INFO ] [LOCAL     ] EL: Saved forecast.
[2025-11-16T05:01:28.244386] [INFO ] [main      ] EL: Signal=1 (Conf=80.0%), Magnitude=-2.41% (Conf=56.1343%)
[2025-11-16T05:01:28.244430] [DEBUG] [REMOTE    ] MTN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:28.244982] [INFO ] [main      ] Fetching symbol history for ZH...
[2025-11-16T05:01:28.245085] [INFO ] [main      ] Progress: 318/472 forecasts completed (67.4%). EL finished in 0.7s. ETA: 26.7s. Rate: 345.91 forecasts/min
[2025-11-16T05:01:28.245103] [DEBUG] [REMOTE    ] ZH: Fetching historical data.
[2025-11-16T05:01:28.245418] [DEBUG] [LOCAL     ] Loaded configuration for MTN: 4 features, N/A% accuracy
[2025-11-16T05:01:28.245476] [INFO ] [LOCAL     ] MTN: Loaded 4 optimal features with 57.26% confidence from JSON config
[2025-11-16T05:01:28.245555] [DEBUG] [MAG       ] Building data for symbol: MTN with lookback: 0
[2025-11-16T05:01:28.246383] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:28.246474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:28.251248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:28.252195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:28.254913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:28.258782] [DEBUG] [REMOTE    ] ZH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:28.259808] [DEBUG] [LOCAL     ] Loaded configuration for ZH: 4 features, N/A% accuracy
[2025-11-16T05:01:28.259876] [INFO ] [LOCAL     ] ZH: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-11-16T05:01:28.259913] [DEBUG] [MAG       ] Building data for symbol: ZH with lookback: 0
[2025-11-16T05:01:28.260737] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:28.260813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:28.262555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:28.263112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:28.263834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:28.265708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:28.271669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:28.288384] [INFO ] [LOCAL     ] EHC: Saved forecast.
[2025-11-16T05:01:28.288505] [INFO ] [main      ] EHC: Signal=1 (Conf=80.0%), Magnitude=1.52% (Conf=46.791%)
[2025-11-16T05:01:28.288773] [INFO ] [main      ] Fetching symbol history for NDMO...
[2025-11-16T05:01:28.288840] [DEBUG] [REMOTE    ] NDMO: Fetching historical data.
[2025-11-16T05:01:28.292708] [INFO ] [main      ] Progress: 319/472 forecasts completed (67.6%). EHC finished in 0.9s. ETA: 26.5s. Rate: 346.70 forecasts/min
[2025-11-16T05:01:28.303197] [DEBUG] [REMOTE    ] NDMO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:28.304606] [DEBUG] [LOCAL     ] Loaded configuration for NDMO: 10 features, N/A% accuracy
[2025-11-16T05:01:28.304699] [INFO ] [LOCAL     ] NDMO: Loaded 10 optimal features with 40.85% confidence from JSON config
[2025-11-16T05:01:28.304757] [DEBUG] [MAG       ] Building data for symbol: NDMO with lookback: 0
[2025-11-16T05:01:28.305672] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:01:28.305765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:28.310950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:28.312883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:28.313442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:28.313890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:28.330224] [INFO ] [LOCAL     ] AROC: Saved forecast.
[2025-11-16T05:01:28.330349] [INFO ] [main      ] AROC: Signal=1 (Conf=80.0%), Magnitude=2.19% (Conf=54.0804%)
[2025-11-16T05:01:28.330598] [INFO ] [main      ] Fetching symbol history for FERG...
[2025-11-16T05:01:28.330680] [DEBUG] [REMOTE    ] FERG: Fetching historical data.
[2025-11-16T05:01:28.331696] [INFO ] [main      ] Progress: 320/472 forecasts completed (67.8%). AROC finished in 0.7s. ETA: 26.2s. Rate: 347.54 forecasts/min
[2025-11-16T05:01:28.345774] [DEBUG] [REMOTE    ] FERG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:28.346865] [DEBUG] [LOCAL     ] Loaded configuration for FERG: 4 features, N/A% accuracy
[2025-11-16T05:01:28.346938] [INFO ] [LOCAL     ] FERG: Loaded 4 optimal features with 54.56% confidence from JSON config
[2025-11-16T05:01:28.346978] [DEBUG] [MAG       ] Building data for symbol: FERG with lookback: 0
[2025-11-16T05:01:28.347948] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:28.348031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:28.349984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:28.350575] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:28.351121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:01:28.351963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:28.360275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:28.419049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:01:28.422610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:28.423181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:28.424402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:28.426568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:28.604450] [DEBUG] [MAG       ] ZH: Last date is validated at 2025-11-14
[2025-11-16T05:01:28.613444] [DEBUG] [MAG       ] MTN: Last date is validated at 2025-11-14
[2025-11-16T05:01:28.706518] [DEBUG] [MAG       ] FERG: Last date is validated at 2025-11-14
[2025-11-16T05:01:28.772324] [DEBUG] [MAG       ] NDMO: Last date is validated at 2025-11-14
[2025-11-16T05:01:28.775155] [DEBUG] [MAG       ] ZH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:28.783630] [DEBUG] [MAG       ] MTN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:28.839662] [INFO ] [LOCAL     ] ZH: Saved forecast.
[2025-11-16T05:01:28.839912] [INFO ] [main      ] ZH: Signal=1 (Conf=80.0%), Magnitude=0.26% (Conf=56.6932%)
[2025-11-16T05:01:28.840347] [INFO ] [main      ] Fetching symbol history for IFS...
[2025-11-16T05:01:28.840463] [DEBUG] [REMOTE    ] IFS: Fetching historical data.
[2025-11-16T05:01:28.840390] [INFO ] [main      ] Progress: 321/472 forecasts completed (68.0%). ZH finished in 0.6s. ETA: 26.2s. Rate: 345.44 forecasts/min
[2025-11-16T05:01:28.852553] [DEBUG] [REMOTE    ] IFS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:28.853894] [DEBUG] [LOCAL     ] Loaded configuration for IFS: 2 features, N/A% accuracy
[2025-11-16T05:01:28.853979] [INFO ] [LOCAL     ] IFS: Loaded 2 optimal features with 62.40% confidence from JSON config
[2025-11-16T05:01:28.854029] [DEBUG] [MAG       ] Building data for symbol: IFS with lookback: 0
[2025-11-16T05:01:28.854982] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:28.855116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:28.860026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:28.861923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:28.889408] [DEBUG] [MAG       ] FERG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:28.925916] [INFO ] [LOCAL     ] MTN: Saved forecast.
[2025-11-16T05:01:28.926191] [INFO ] [main      ] MTN: Signal=1 (Conf=80.0%), Magnitude=1.99% (Conf=57.2605%)
[2025-11-16T05:01:28.926417] [INFO ] [main      ] Fetching symbol history for FIS...
[2025-11-16T05:01:28.926532] [DEBUG] [REMOTE    ] FIS: Fetching historical data.
[2025-11-16T05:01:28.927323] [INFO ] [main      ] Progress: 322/472 forecasts completed (68.2%). MTN finished in 0.7s. ETA: 26.0s. Rate: 345.98 forecasts/min
[2025-11-16T05:01:28.939324] [DEBUG] [REMOTE    ] FIS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:28.940377] [DEBUG] [LOCAL     ] Loaded configuration for FIS: 4 features, N/A% accuracy
[2025-11-16T05:01:28.940504] [INFO ] [LOCAL     ] FIS: Loaded 4 optimal features with 50.30% confidence from JSON config
[2025-11-16T05:01:28.940605] [DEBUG] [MAG       ] Building data for symbol: FIS with lookback: 0
[2025-11-16T05:01:28.941496] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:28.941632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:28.946557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:28.947501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:28.949510] [DEBUG] [MAG       ] NDMO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:29.004372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:29.005923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:29.028306] [INFO ] [LOCAL     ] NDMO: Saved forecast.
[2025-11-16T05:01:29.028436] [INFO ] [main      ] NDMO: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=40.8462%)
[2025-11-16T05:01:29.028972] [INFO ] [main      ] Fetching symbol history for SFBS...
[2025-11-16T05:01:29.029182] [DEBUG] [REMOTE    ] SFBS: Fetching historical data.
[2025-11-16T05:01:29.029747] [INFO ] [main      ] Progress: 323/472 forecasts completed (68.4%). NDMO finished in 0.7s. ETA: 25.8s. Rate: 346.42 forecasts/min
[2025-11-16T05:01:29.043755] [DEBUG] [REMOTE    ] SFBS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:29.044955] [DEBUG] [LOCAL     ] Loaded configuration for SFBS: 6 features, N/A% accuracy
[2025-11-16T05:01:29.045080] [INFO ] [LOCAL     ] SFBS: Loaded 6 optimal features with 40.01% confidence from JSON config
[2025-11-16T05:01:29.045179] [DEBUG] [MAG       ] Building data for symbol: SFBS with lookback: 0
[2025-11-16T05:01:29.046186] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:29.046349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:29.051591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:29.053622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:29.054182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:29.056636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:29.063386] [INFO ] [LOCAL     ] FERG: Saved forecast.
[2025-11-16T05:01:29.063509] [INFO ] [main      ] FERG: Signal=1 (Conf=80.0%), Magnitude=-1.54% (Conf=54.5551%)
[2025-11-16T05:01:29.063755] [INFO ] [main      ] Fetching symbol history for SB...
[2025-11-16T05:01:29.063844] [DEBUG] [REMOTE    ] SB: Fetching historical data.
[2025-11-16T05:01:29.065769] [INFO ] [main      ] Progress: 324/472 forecasts completed (68.6%). FERG finished in 0.7s. ETA: 25.6s. Rate: 347.27 forecasts/min
[2025-11-16T05:01:29.079569] [DEBUG] [REMOTE    ] SB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:29.080755] [DEBUG] [LOCAL     ] Loaded configuration for SB: 4 features, N/A% accuracy
[2025-11-16T05:01:29.080837] [INFO ] [LOCAL     ] SB: Loaded 4 optimal features with 54.07% confidence from JSON config
[2025-11-16T05:01:29.080891] [DEBUG] [MAG       ] Building data for symbol: SB with lookback: 0
[2025-11-16T05:01:29.081891] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:29.081990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:29.127790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:29.185422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:29.188043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:29.189346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:29.189556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:29.191046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:29.199463] [DEBUG] [MAG       ] IFS: Last date is validated at 2025-11-14
[2025-11-16T05:01:29.349926] [DEBUG] [MAG       ] FIS: Last date is validated at 2025-11-14
[2025-11-16T05:01:29.367752] [DEBUG] [MAG       ] IFS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:29.454268] [INFO ] [LOCAL     ] IFS: Saved forecast.
[2025-11-16T05:01:29.454385] [INFO ] [main      ] IFS: Signal=1 (Conf=80.0%), Magnitude=-3.74% (Conf=62.4004%)
[2025-11-16T05:01:29.454881] [INFO ] [main      ] Fetching symbol history for OMC...
[2025-11-16T05:01:29.454990] [DEBUG] [REMOTE    ] OMC: Fetching historical data.
[2025-11-16T05:01:29.455770] [INFO ] [main      ] Progress: 325/472 forecasts completed (68.9%). IFS finished in 0.6s. ETA: 25.5s. Rate: 345.93 forecasts/min
[2025-11-16T05:01:29.467878] [DEBUG] [REMOTE    ] OMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:29.469012] [DEBUG] [LOCAL     ] Loaded configuration for OMC: 6 features, N/A% accuracy
[2025-11-16T05:01:29.469082] [INFO ] [LOCAL     ] OMC: Loaded 6 optimal features with 53.21% confidence from JSON config
[2025-11-16T05:01:29.469122] [DEBUG] [MAG       ] Building data for symbol: OMC with lookback: 0
[2025-11-16T05:01:29.469985] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:29.470066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:29.475042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:29.475961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:29.478373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:29.518027] [DEBUG] [MAG       ] FIS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:29.535584] [DEBUG] [MAG       ] SB: Last date is validated at 2025-11-14
[2025-11-16T05:01:29.538434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:29.539478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:29.544029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:29.634946] [INFO ] [LOCAL     ] FIS: Saved forecast.
[2025-11-16T05:01:29.635054] [INFO ] [main      ] FIS: Signal=1 (Conf=80.0%), Magnitude=0.48% (Conf=50.2973%)
[2025-11-16T05:01:29.635534] [INFO ] [main      ] Fetching symbol history for ASGN...
[2025-11-16T05:01:29.635593] [DEBUG] [REMOTE    ] ASGN: Fetching historical data.
[2025-11-16T05:01:29.635784] [INFO ] [main      ] Progress: 326/472 forecasts completed (69.1%). FIS finished in 0.7s. ETA: 25.3s. Rate: 345.89 forecasts/min
[2025-11-16T05:01:29.649006] [DEBUG] [REMOTE    ] ASGN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:29.650006] [DEBUG] [LOCAL     ] Loaded configuration for ASGN: 7 features, N/A% accuracy
[2025-11-16T05:01:29.650073] [INFO ] [LOCAL     ] ASGN: Loaded 7 optimal features with 61.93% confidence from JSON config
[2025-11-16T05:01:29.650110] [DEBUG] [MAG       ] Building data for symbol: ASGN with lookback: 0
[2025-11-16T05:01:29.650903] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:29.650981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:29.652679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:29.653203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:29.653667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:29.654093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:29.656982] [DEBUG] [MAG       ] SFBS: Last date is validated at 2025-11-14
[2025-11-16T05:01:29.718878] [DEBUG] [MAG       ] SB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:29.782989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:29.791087] [INFO ] [LOCAL     ] SB: Saved forecast.
[2025-11-16T05:01:29.791381] [INFO ] [main      ] SB: Signal=1 (Conf=80.0%), Magnitude=-1.51% (Conf=54.0689%)
[2025-11-16T05:01:29.791684] [INFO ] [main      ] Fetching symbol history for NMR...
[2025-11-16T05:01:29.791803] [DEBUG] [REMOTE    ] NMR: Fetching historical data.
[2025-11-16T05:01:29.792787] [INFO ] [main      ] Progress: 327/472 forecasts completed (69.3%). SB finished in 0.7s. ETA: 25.1s. Rate: 345.99 forecasts/min
[2025-11-16T05:01:29.807595] [DEBUG] [REMOTE    ] NMR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:29.809290] [DEBUG] [LOCAL     ] Loaded configuration for NMR: 2 features, N/A% accuracy
[2025-11-16T05:01:29.809432] [INFO ] [LOCAL     ] NMR: Loaded 2 optimal features with 48.29% confidence from JSON config
[2025-11-16T05:01:29.809530] [DEBUG] [MAG       ] Building data for symbol: NMR with lookback: 0
[2025-11-16T05:01:29.810562] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:29.810711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:29.812593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:29.813260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:29.829137] [DEBUG] [MAG       ] SFBS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:29.830055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:01:29.832101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:29.889217] [DEBUG] [MAG       ] OMC: Last date is validated at 2025-11-14
[2025-11-16T05:01:29.972907] [INFO ] [LOCAL     ] SFBS: Saved forecast.
[2025-11-16T05:01:29.973212] [INFO ] [main      ] SFBS: Signal=1 (Conf=80.0%), Magnitude=-0.16% (Conf=40.0065%)
[2025-11-16T05:01:29.973768] [INFO ] [main      ] Progress: 328/472 forecasts completed (69.5%). SFBS finished in 0.9s. ETA: 25.0s. Rate: 345.94 forecasts/min
[2025-11-16T05:01:29.974000] [INFO ] [main      ] Fetching symbol history for ACEL...
[2025-11-16T05:01:29.974111] [DEBUG] [REMOTE    ] ACEL: Fetching historical data.
[2025-11-16T05:01:29.988544] [DEBUG] [REMOTE    ] ACEL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:29.989907] [DEBUG] [LOCAL     ] Loaded configuration for ACEL: 3 features, N/A% accuracy
[2025-11-16T05:01:29.990033] [INFO ] [LOCAL     ] ACEL: Loaded 3 optimal features with 48.52% confidence from JSON config
[2025-11-16T05:01:29.990131] [DEBUG] [MAG       ] Building data for symbol: ACEL with lookback: 0
[2025-11-16T05:01:29.991165] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:29.991300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:29.996456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:29.997261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:29.999506] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:30.055888] [DEBUG] [MAG       ] OMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:30.172537] [DEBUG] [MAG       ] ASGN: Last date is validated at 2025-11-14
[2025-11-16T05:01:30.176368] [DEBUG] [MAG       ] NMR: Last date is validated at 2025-11-14
[2025-11-16T05:01:30.180628] [INFO ] [LOCAL     ] OMC: Saved forecast.
[2025-11-16T05:01:30.180875] [INFO ] [main      ] OMC: Signal=1 (Conf=80.0%), Magnitude=0.74% (Conf=53.2058%)
[2025-11-16T05:01:30.181109] [INFO ] [main      ] Fetching symbol history for DB...
[2025-11-16T05:01:30.181218] [DEBUG] [REMOTE    ] DB: Fetching historical data.
[2025-11-16T05:01:30.182056] [INFO ] [main      ] Progress: 329/472 forecasts completed (69.7%). OMC finished in 0.7s. ETA: 24.8s. Rate: 345.73 forecasts/min
[2025-11-16T05:01:30.193426] [DEBUG] [REMOTE    ] DB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:30.194556] [DEBUG] [LOCAL     ] Loaded configuration for DB: 8 features, N/A% accuracy
[2025-11-16T05:01:30.194696] [INFO ] [LOCAL     ] DB: Loaded 8 optimal features with 48.86% confidence from JSON config
[2025-11-16T05:01:30.194794] [DEBUG] [MAG       ] Building data for symbol: DB with lookback: 0
[2025-11-16T05:01:30.195626] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:30.195783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:30.197662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:30.198248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:30.198766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:01:30.199600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:30.200142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:30.201307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:30.203466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:01:30.205238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:30.340749] [DEBUG] [MAG       ] ASGN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:30.350450] [DEBUG] [MAG       ] NMR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:30.350386] [DEBUG] [MAG       ] ACEL: Last date is validated at 2025-11-14
[2025-11-16T05:01:30.412063] [INFO ] [LOCAL     ] NMR: Saved forecast.
[2025-11-16T05:01:30.412342] [INFO ] [main      ] NMR: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=48.2856%)
[2025-11-16T05:01:30.412578] [INFO ] [main      ] Fetching symbol history for RHP...
[2025-11-16T05:01:30.412709] [DEBUG] [REMOTE    ] RHP: Fetching historical data.
[2025-11-16T05:01:30.413047] [INFO ] [main      ] Progress: 330/472 forecasts completed (69.9%). NMR finished in 0.6s. ETA: 24.7s. Rate: 345.39 forecasts/min
[2025-11-16T05:01:30.427310] [DEBUG] [REMOTE    ] RHP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:30.428336] [DEBUG] [LOCAL     ] Loaded configuration for RHP: 1 features, N/A% accuracy
[2025-11-16T05:01:30.428459] [INFO ] [LOCAL     ] RHP: Loaded 1 optimal features with 62.02% confidence from JSON config
[2025-11-16T05:01:30.428560] [DEBUG] [MAG       ] Building data for symbol: RHP with lookback: 0
[2025-11-16T05:01:30.429416] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:30.429548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:01:30.431109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:30.466723] [INFO ] [LOCAL     ] ASGN: Saved forecast.
[2025-11-16T05:01:30.466984] [INFO ] [main      ] ASGN: Signal=1 (Conf=80.0%), Magnitude=1.44% (Conf=61.9295%)
[2025-11-16T05:01:30.467462] [INFO ] [main      ] Progress: 331/472 forecasts completed (70.1%). ASGN finished in 0.8s. ETA: 24.4s. Rate: 346.10 forecasts/min
[2025-11-16T05:01:30.467686] [INFO ] [main      ] Fetching symbol history for ELV...
[2025-11-16T05:01:30.467798] [DEBUG] [REMOTE    ] ELV: Fetching historical data.
[2025-11-16T05:01:30.480376] [DEBUG] [REMOTE    ] ELV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:30.481632] [DEBUG] [LOCAL     ] Loaded configuration for ELV: 4 features, N/A% accuracy
[2025-11-16T05:01:30.481768] [INFO ] [LOCAL     ] ELV: Loaded 4 optimal features with 58.83% confidence from JSON config
[2025-11-16T05:01:30.481867] [DEBUG] [MAG       ] Building data for symbol: ELV with lookback: 0
[2025-11-16T05:01:30.482719] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:30.482848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:30.484582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:30.485181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:30.485722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:30.528241] [DEBUG] [MAG       ] ACEL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:30.538638] [DEBUG] [MAG       ] DB: Last date is validated at 2025-11-14
[2025-11-16T05:01:30.570582] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:30.608997] [INFO ] [LOCAL     ] ACEL: Saved forecast.
[2025-11-16T05:01:30.609303] [INFO ] [main      ] ACEL: Signal=1 (Conf=80.0%), Magnitude=-1.79% (Conf=48.5207%)
[2025-11-16T05:01:30.609913] [INFO ] [main      ] Fetching symbol history for BKE...
[2025-11-16T05:01:30.610040] [DEBUG] [REMOTE    ] BKE: Fetching historical data.
[2025-11-16T05:01:30.610874] [INFO ] [main      ] Progress: 332/472 forecasts completed (70.3%). ACEL finished in 0.6s. ETA: 24.3s. Rate: 346.28 forecasts/min
[2025-11-16T05:01:30.624837] [DEBUG] [REMOTE    ] BKE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:30.626500] [DEBUG] [LOCAL     ] Loaded configuration for BKE: 6 features, N/A% accuracy
[2025-11-16T05:01:30.626633] [INFO ] [LOCAL     ] BKE: Loaded 6 optimal features with 50.07% confidence from JSON config
[2025-11-16T05:01:30.626757] [DEBUG] [MAG       ] Building data for symbol: BKE with lookback: 0
[2025-11-16T05:01:30.627785] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:30.627937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:30.629892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:30.630597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:30.631129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:30.632237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:30.632986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:30.633828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:30.707281] [DEBUG] [MAG       ] DB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:30.776247] [DEBUG] [MAG       ] RHP: Last date is validated at 2025-11-14
[2025-11-16T05:01:30.806149] [INFO ] [LOCAL     ] DB: Saved forecast.
[2025-11-16T05:01:30.806462] [INFO ] [main      ] DB: Signal=1 (Conf=80.0%), Magnitude=0.20% (Conf=48.8642%)
[2025-11-16T05:01:30.806756] [INFO ] [main      ] Fetching symbol history for FPI...
[2025-11-16T05:01:30.807190] [DEBUG] [REMOTE    ] FPI: Fetching historical data.
[2025-11-16T05:01:30.807544] [INFO ] [main      ] Progress: 333/472 forecasts completed (70.6%). DB finished in 0.6s. ETA: 24.1s. Rate: 346.14 forecasts/min
[2025-11-16T05:01:30.822320] [DEBUG] [REMOTE    ] FPI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:30.823869] [DEBUG] [LOCAL     ] Loaded configuration for FPI: 3 features, N/A% accuracy
[2025-11-16T05:01:30.823996] [INFO ] [LOCAL     ] FPI: Loaded 3 optimal features with 56.29% confidence from JSON config
[2025-11-16T05:01:30.824093] [DEBUG] [MAG       ] Building data for symbol: FPI with lookback: 0
[2025-11-16T05:01:30.825011] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:30.825137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:30.830010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:30.831283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:30.833066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:30.916985] [DEBUG] [MAG       ] ELV: Last date is validated at 2025-11-14
[2025-11-16T05:01:30.961741] [DEBUG] [MAG       ] RHP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:30.987798] [DEBUG] [MAG       ] BKE: Last date is validated at 2025-11-14
[2025-11-16T05:01:31.084438] [DEBUG] [MAG       ] ELV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:31.089698] [INFO ] [LOCAL     ] RHP: Saved forecast.
[2025-11-16T05:01:31.089836] [INFO ] [main      ] RHP: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=62.0223%)
[2025-11-16T05:01:31.090108] [INFO ] [main      ] Fetching symbol history for NCA...
[2025-11-16T05:01:31.090184] [DEBUG] [REMOTE    ] NCA: Fetching historical data.
[2025-11-16T05:01:31.090991] [INFO ] [main      ] Progress: 334/472 forecasts completed (70.8%). RHP finished in 0.7s. ETA: 24.0s. Rate: 345.49 forecasts/min
[2025-11-16T05:01:31.104463] [DEBUG] [REMOTE    ] NCA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:31.106127] [DEBUG] [LOCAL     ] Loaded configuration for NCA: 9 features, N/A% accuracy
[2025-11-16T05:01:31.106284] [INFO ] [LOCAL     ] NCA: Loaded 9 optimal features with 26.18% confidence from JSON config
[2025-11-16T05:01:31.106393] [DEBUG] [MAG       ] Building data for symbol: NCA with lookback: 0
[2025-11-16T05:01:31.107402] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:31.107546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:31.112861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:31.115080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:31.115757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:31.116869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:31.155862] [DEBUG] [MAG       ] BKE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:31.166926] [DEBUG] [MAG       ] FPI: Last date is validated at 2025-11-14
[2025-11-16T05:01:31.249975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:01:31.253812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:31.254048] [INFO ] [LOCAL     ] BKE: Saved forecast.
[2025-11-16T05:01:31.254339] [INFO ] [main      ] BKE: Signal=1 (Conf=80.0%), Magnitude=1.14% (Conf=50.0694%)
[2025-11-16T05:01:31.254864] [INFO ] [main      ] Fetching symbol history for SGHC...
[2025-11-16T05:01:31.254981] [DEBUG] [REMOTE    ] SGHC: Fetching historical data.
[2025-11-16T05:01:31.255740] [INFO ] [main      ] Progress: 335/472 forecasts completed (71.0%). BKE finished in 0.6s. ETA: 23.8s. Rate: 345.54 forecasts/min
[2025-11-16T05:01:31.262980] [INFO ] [LOCAL     ] ELV: Saved forecast.
[2025-11-16T05:01:31.263110] [INFO ] [main      ] ELV: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=58.8301%)
[2025-11-16T05:01:31.263298] [INFO ] [main      ] Fetching symbol history for THO...
[2025-11-16T05:01:31.263360] [DEBUG] [REMOTE    ] THO: Fetching historical data.
[2025-11-16T05:01:31.266693] [INFO ] [main      ] Progress: 336/472 forecasts completed (71.2%). ELV finished in 0.8s. ETA: 23.5s. Rate: 346.51 forecasts/min
[2025-11-16T05:01:31.269407] [DEBUG] [REMOTE    ] SGHC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:31.270411] [DEBUG] [LOCAL     ] Loaded configuration for SGHC: 6 features, N/A% accuracy
[2025-11-16T05:01:31.270482] [INFO ] [LOCAL     ] SGHC: Loaded 6 optimal features with 54.31% confidence from JSON config
[2025-11-16T05:01:31.270521] [DEBUG] [MAG       ] Building data for symbol: SGHC with lookback: 0
[2025-11-16T05:01:31.271505] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:31.271601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:31.276751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:31.276690] [DEBUG] [REMOTE    ] THO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:31.276606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:31.277585] [DEBUG] [LOCAL     ] Loaded configuration for THO: 5 features, N/A% accuracy
[2025-11-16T05:01:31.277798] [INFO ] [LOCAL     ] THO: Loaded 5 optimal features with 53.64% confidence from JSON config
[2025-11-16T05:01:31.277897] [DEBUG] [MAG       ] Building data for symbol: THO with lookback: 0
[2025-11-16T05:01:31.278263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:01:31.278662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:31.278827] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:31.279007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:31.279377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:31.279495] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:31.279825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:31.281016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:31.281603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:31.282177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:31.282457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:31.283824] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:31.325320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:31.328092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:31.333013] [DEBUG] [MAG       ] FPI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:31.399472] [INFO ] [LOCAL     ] FPI: Saved forecast.
[2025-11-16T05:01:31.399589] [INFO ] [main      ] FPI: Signal=1 (Conf=80.0%), Magnitude=1.20% (Conf=56.2921%)
[2025-11-16T05:01:31.399791] [INFO ] [main      ] Fetching symbol history for SOJD...
[2025-11-16T05:01:31.399877] [DEBUG] [REMOTE    ] SOJD: Fetching historical data.
[2025-11-16T05:01:31.401207] [INFO ] [main      ] Progress: 337/472 forecasts completed (71.4%). FPI finished in 0.6s. ETA: 23.4s. Rate: 346.74 forecasts/min
[2025-11-16T05:01:31.412994] [DEBUG] [REMOTE    ] SOJD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:31.413838] [DEBUG] [LOCAL     ] Loaded configuration for SOJD: 4 features, N/A% accuracy
[2025-11-16T05:01:31.413939] [INFO ] [LOCAL     ] SOJD: Loaded 4 optimal features with 49.77% confidence from JSON config
[2025-11-16T05:01:31.413989] [DEBUG] [MAG       ] Building data for symbol: SOJD with lookback: 0
[2025-11-16T05:01:31.414812] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:31.414903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:31.417316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:31.418414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:31.420446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:01:31.426184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:31.631440] [DEBUG] [MAG       ] SGHC: Last date is validated at 2025-11-14
[2025-11-16T05:01:31.637215] [DEBUG] [MAG       ] NCA: Last date is validated at 2025-11-14
[2025-11-16T05:01:31.660941] [DEBUG] [MAG       ] THO: Last date is validated at 2025-11-14
[2025-11-16T05:01:31.757608] [DEBUG] [MAG       ] SOJD: Last date is validated at 2025-11-14
[2025-11-16T05:01:31.808980] [DEBUG] [MAG       ] SGHC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:31.822193] [DEBUG] [MAG       ] NCA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:31.888722] [DEBUG] [MAG       ] THO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:31.890793] [INFO ] [LOCAL     ] SGHC: Saved forecast.
[2025-11-16T05:01:31.891106] [INFO ] [main      ] SGHC: Signal=1 (Conf=80.0%), Magnitude=3.98% (Conf=54.3125%)
[2025-11-16T05:01:31.891633] [INFO ] [main      ] Fetching symbol history for AXS...
[2025-11-16T05:01:31.891741] [INFO ] [main      ] Progress: 338/472 forecasts completed (71.6%). SGHC finished in 0.6s. ETA: 23.3s. Rate: 344.86 forecasts/min
[2025-11-16T05:01:31.891788] [DEBUG] [REMOTE    ] AXS: Fetching historical data.
[2025-11-16T05:01:31.900714] [INFO ] [LOCAL     ] NCA: Saved forecast.
[2025-11-16T05:01:31.901028] [INFO ] [main      ] NCA: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=26.1771%)
[2025-11-16T05:01:31.901324] [INFO ] [main      ] Fetching symbol history for D...
[2025-11-16T05:01:31.901444] [DEBUG] [REMOTE    ] D: Fetching historical data.
[2025-11-16T05:01:31.902703] [INFO ] [main      ] Progress: 339/472 forecasts completed (71.8%). NCA finished in 0.8s. ETA: 23.1s. Rate: 345.82 forecasts/min
[2025-11-16T05:01:31.908394] [DEBUG] [REMOTE    ] AXS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:31.910114] [DEBUG] [LOCAL     ] Loaded configuration for AXS: 1 features, N/A% accuracy
[2025-11-16T05:01:31.910300] [INFO ] [LOCAL     ] AXS: Loaded 1 optimal features with 58.03% confidence from JSON config
[2025-11-16T05:01:31.910413] [DEBUG] [MAG       ] Building data for symbol: AXS with lookback: 0
[2025-11-16T05:01:31.911806] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:31.911967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:31.916247] [DEBUG] [REMOTE    ] D: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:31.917670] [DEBUG] [LOCAL     ] Loaded configuration for D: 4 features, N/A% accuracy
[2025-11-16T05:01:31.917805] [INFO ] [LOCAL     ] D: Loaded 4 optimal features with 58.03% confidence from JSON config
[2025-11-16T05:01:31.917878] [DEBUG] [MAG       ] Building data for symbol: D with lookback: 0
[2025-11-16T05:01:31.917706] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:31.918946] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:31.919099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:31.921178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:31.921924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:31.926565] [DEBUG] [MAG       ] SOJD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:31.926947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:31.928858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:32.000894] [INFO ] [LOCAL     ] SOJD: Saved forecast.
[2025-11-16T05:01:32.001157] [INFO ] [main      ] SOJD: Signal=1 (Conf=80.0%), Magnitude=-1.12% (Conf=49.7675%)
[2025-11-16T05:01:32.001592] [INFO ] [main      ] Progress: 340/472 forecasts completed (72.0%). SOJD finished in 0.6s. ETA: 22.9s. Rate: 346.26 forecasts/min
[2025-11-16T05:01:32.001812] [INFO ] [main      ] Fetching symbol history for VKQ...
[2025-11-16T05:01:32.001922] [DEBUG] [REMOTE    ] VKQ: Fetching historical data.
[2025-11-16T05:01:32.015082] [DEBUG] [REMOTE    ] VKQ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:32.016253] [DEBUG] [LOCAL     ] Loaded configuration for VKQ: 4 features, N/A% accuracy
[2025-11-16T05:01:32.016379] [INFO ] [LOCAL     ] VKQ: Loaded 4 optimal features with 56.71% confidence from JSON config
[2025-11-16T05:01:32.016477] [DEBUG] [MAG       ] Building data for symbol: VKQ with lookback: 0
[2025-11-16T05:01:32.017358] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:32.017490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:32.018445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:32.020966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:32.032527] [INFO ] [LOCAL     ] THO: Saved forecast.
[2025-11-16T05:01:32.032847] [INFO ] [main      ] THO: Signal=1 (Conf=80.0%), Magnitude=0.95% (Conf=53.6412%)
[2025-11-16T05:01:32.033243] [INFO ] [main      ] Fetching symbol history for CCO...
[2025-11-16T05:01:32.033359] [DEBUG] [REMOTE    ] CCO: Fetching historical data.
[2025-11-16T05:01:32.034391] [INFO ] [main      ] Progress: 341/472 forecasts completed (72.2%). THO finished in 0.8s. ETA: 22.6s. Rate: 347.08 forecasts/min
[2025-11-16T05:01:32.048115] [DEBUG] [REMOTE    ] CCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:32.049501] [DEBUG] [LOCAL     ] Loaded configuration for CCO: 2 features, N/A% accuracy
[2025-11-16T05:01:32.049685] [INFO ] [LOCAL     ] CCO: Loaded 2 optimal features with 25.58% confidence from JSON config
[2025-11-16T05:01:32.049816] [DEBUG] [MAG       ] Building data for symbol: CCO with lookback: 0
[2025-11-16T05:01:32.051149] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:32.051293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:32.052434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:32.057375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:32.157506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:32.232173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:32.302814] [DEBUG] [MAG       ] AXS: Last date is validated at 2025-11-14
[2025-11-16T05:01:32.397255] [DEBUG] [MAG       ] D: Last date is validated at 2025-11-14
[2025-11-16T05:01:32.482604] [DEBUG] [MAG       ] CCO: Last date is validated at 2025-11-14
[2025-11-16T05:01:32.536364] [DEBUG] [MAG       ] AXS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:32.643082] [DEBUG] [MAG       ] D: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:32.690047] [INFO ] [LOCAL     ] AXS: Saved forecast.
[2025-11-16T05:01:32.690357] [INFO ] [main      ] AXS: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=58.033%)
[2025-11-16T05:01:32.690933] [INFO ] [main      ] Fetching symbol history for CRM...
[2025-11-16T05:01:32.691079] [DEBUG] [REMOTE    ] CRM: Fetching historical data.
[2025-11-16T05:01:32.691794] [INFO ] [main      ] Progress: 342/472 forecasts completed (72.5%). AXS finished in 0.8s. ETA: 22.7s. Rate: 344.26 forecasts/min
[2025-11-16T05:01:32.709289] [DEBUG] [REMOTE    ] CRM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:32.711413] [DEBUG] [LOCAL     ] Loaded configuration for CRM: 5 features, N/A% accuracy
[2025-11-16T05:01:32.711533] [INFO ] [LOCAL     ] CRM: Loaded 5 optimal features with 46.99% confidence from JSON config
[2025-11-16T05:01:32.711574] [DEBUG] [MAG       ] Building data for symbol: CRM with lookback: 0
[2025-11-16T05:01:32.713011] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:32.713101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:32.715200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:32.715985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:32.719327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:32.721369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:32.723168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:32.730060] [DEBUG] [MAG       ] VKQ: Last date is validated at 2025-11-14
[2025-11-16T05:01:32.761123] [DEBUG] [MAG       ] CCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:32.839170] [INFO ] [LOCAL     ] CCO: Saved forecast.
[2025-11-16T05:01:32.839467] [INFO ] [main      ] CCO: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=25.5845%)
[2025-11-16T05:01:32.839731] [INFO ] [main      ] Fetching symbol history for CNM...
[2025-11-16T05:01:32.839849] [DEBUG] [REMOTE    ] CNM: Fetching historical data.
[2025-11-16T05:01:32.840443] [INFO ] [main      ] Progress: 343/472 forecasts completed (72.7%). CCO finished in 0.8s. ETA: 22.5s. Rate: 344.41 forecasts/min
[2025-11-16T05:01:32.854008] [DEBUG] [REMOTE    ] CNM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:32.855327] [DEBUG] [LOCAL     ] Loaded configuration for CNM: 5 features, N/A% accuracy
[2025-11-16T05:01:32.855424] [INFO ] [LOCAL     ] CNM: Loaded 5 optimal features with 50.37% confidence from JSON config
[2025-11-16T05:01:32.855547] [DEBUG] [MAG       ] Building data for symbol: CNM with lookback: 0
[2025-11-16T05:01:32.856860] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:32.856954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:32.863025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:32.864382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:32.865825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:32.869104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:32.870489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:32.898969] [INFO ] [LOCAL     ] D: Saved forecast.
[2025-11-16T05:01:32.899153] [INFO ] [main      ] D: Signal=1 (Conf=80.0%), Magnitude=-0.04% (Conf=58.0291%)
[2025-11-16T05:01:32.899448] [INFO ] [main      ] Fetching symbol history for HSHP...
[2025-11-16T05:01:32.899540] [DEBUG] [REMOTE    ] HSHP: Fetching historical data.
[2025-11-16T05:01:32.903118] [INFO ] [main      ] Progress: 344/472 forecasts completed (72.9%). D finished in 1.0s. ETA: 22.3s. Rate: 345.05 forecasts/min
[2025-11-16T05:01:32.918193] [DEBUG] [REMOTE    ] HSHP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:32.919839] [DEBUG] [LOCAL     ] Loaded configuration for HSHP: 5 features, N/A% accuracy
[2025-11-16T05:01:32.919934] [INFO ] [LOCAL     ] HSHP: Loaded 5 optimal features with 50.51% confidence from JSON config
[2025-11-16T05:01:32.919983] [DEBUG] [MAG       ] Building data for symbol: HSHP with lookback: 0
[2025-11-16T05:01:32.921341] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:32.921449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:32.929348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:32.931215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:32.935256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:32.936447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:32.938145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:32.974076] [DEBUG] [MAG       ] VKQ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:33.040782] [INFO ] [LOCAL     ] VKQ: Saved forecast.
[2025-11-16T05:01:33.040884] [INFO ] [main      ] VKQ: Signal=1 (Conf=80.0%), Magnitude=-0.12% (Conf=56.7137%)
[2025-11-16T05:01:33.041269] [INFO ] [main      ] Fetching symbol history for UHAL...
[2025-11-16T05:01:33.041329] [DEBUG] [REMOTE    ] UHAL: Fetching historical data.
[2025-11-16T05:01:33.041772] [INFO ] [main      ] Progress: 345/472 forecasts completed (73.1%). VKQ finished in 1.0s. ETA: 22.1s. Rate: 345.25 forecasts/min
[2025-11-16T05:01:33.055515] [DEBUG] [REMOTE    ] UHAL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:33.056860] [DEBUG] [LOCAL     ] Loaded configuration for UHAL: 3 features, N/A% accuracy
[2025-11-16T05:01:33.056936] [INFO ] [LOCAL     ] UHAL: Loaded 3 optimal features with 54.06% confidence from JSON config
[2025-11-16T05:01:33.056977] [DEBUG] [MAG       ] Building data for symbol: UHAL with lookback: 0
[2025-11-16T05:01:33.058007] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:33.058091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:33.058909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:01:33.059696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:01:33.061570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:33.228308] [DEBUG] [MAG       ] CRM: Last date is validated at 2025-11-14
[2025-11-16T05:01:33.299712] [DEBUG] [MAG       ] CNM: Last date is validated at 2025-11-14
[2025-11-16T05:01:33.330561] [DEBUG] [MAG       ] HSHP: Last date is validated at 2025-11-14
[2025-11-16T05:01:33.425398] [DEBUG] [MAG       ] CRM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:33.461753] [DEBUG] [MAG       ] UHAL: Last date is validated at 2025-11-14
[2025-11-16T05:01:33.466907] [DEBUG] [MAG       ] CNM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:33.508171] [DEBUG] [MAG       ] HSHP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:33.588583] [INFO ] [LOCAL     ] HSHP: Saved forecast.
[2025-11-16T05:01:33.588929] [INFO ] [main      ] HSHP: Signal=1 (Conf=80.0%), Magnitude=-3.87% (Conf=50.5097%)
[2025-11-16T05:01:33.589210] [INFO ] [main      ] Fetching symbol history for DOW...
[2025-11-16T05:01:33.589328] [DEBUG] [REMOTE    ] DOW: Fetching historical data.
[2025-11-16T05:01:33.590693] [INFO ] [main      ] Progress: 346/472 forecasts completed (73.3%). HSHP finished in 0.7s. ETA: 22.0s. Rate: 343.11 forecasts/min
[2025-11-16T05:01:33.598944] [INFO ] [LOCAL     ] CRM: Saved forecast.
[2025-11-16T05:01:33.599220] [INFO ] [main      ] CRM: Signal=1 (Conf=80.0%), Magnitude=2.81% (Conf=46.9857%)
[2025-11-16T05:01:33.599885] [INFO ] [main      ] Progress: 347/472 forecasts completed (73.5%). CRM finished in 0.9s. ETA: 21.8s. Rate: 344.05 forecasts/min
[2025-11-16T05:01:33.599768] [INFO ] [main      ] Fetching symbol history for SSTK...
[2025-11-16T05:01:33.600102] [DEBUG] [REMOTE    ] SSTK: Fetching historical data.
[2025-11-16T05:01:33.603890] [INFO ] [LOCAL     ] CNM: Saved forecast.
[2025-11-16T05:01:33.604108] [INFO ] [main      ] CNM: Signal=1 (Conf=80.0%), Magnitude=-0.20% (Conf=50.3671%)
[2025-11-16T05:01:33.604217] [DEBUG] [REMOTE    ] DOW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:33.604653] [INFO ] [main      ] Fetching symbol history for VYX...
[2025-11-16T05:01:33.604769] [DEBUG] [REMOTE    ] VYX: Fetching historical data.
[2025-11-16T05:01:33.605712] [DEBUG] [LOCAL     ] Loaded configuration for DOW: 5 features, N/A% accuracy
[2025-11-16T05:01:33.605907] [INFO ] [LOCAL     ] DOW: Loaded 5 optimal features with 51.95% confidence from JSON config
[2025-11-16T05:01:33.606011] [DEBUG] [MAG       ] Building data for symbol: DOW with lookback: 0
[2025-11-16T05:01:33.606290] [INFO ] [main      ] Progress: 348/472 forecasts completed (73.7%). CNM finished in 0.8s. ETA: 21.6s. Rate: 345.01 forecasts/min
[2025-11-16T05:01:33.607345] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:33.607497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:33.609455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:33.610145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:33.610671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:33.612512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:33.613336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:33.615691] [DEBUG] [REMOTE    ] SSTK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:33.617068] [DEBUG] [LOCAL     ] Loaded configuration for SSTK: 4 features, N/A% accuracy
[2025-11-16T05:01:33.617194] [INFO ] [LOCAL     ] SSTK: Loaded 4 optimal features with 54.66% confidence from JSON config
[2025-11-16T05:01:33.617293] [DEBUG] [MAG       ] Building data for symbol: SSTK with lookback: 0
[2025-11-16T05:01:33.618209] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:33.618343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:33.618843] [DEBUG] [REMOTE    ] VYX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:33.619623] [DEBUG] [LOCAL     ] Loaded configuration for VYX: 5 features, N/A% accuracy
[2025-11-16T05:01:33.619701] [INFO ] [LOCAL     ] VYX: Loaded 5 optimal features with 52.64% confidence from JSON config
[2025-11-16T05:01:33.619740] [DEBUG] [MAG       ] Building data for symbol: VYX with lookback: 0
[2025-11-16T05:01:33.620388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:33.620487] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:33.620892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:33.621242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:33.621978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:33.622817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:33.623404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:33.623893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:33.626352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:33.635208] [DEBUG] [MAG       ] UHAL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:33.735980] [INFO ] [LOCAL     ] UHAL: Saved forecast.
[2025-11-16T05:01:33.736299] [INFO ] [main      ] UHAL: Signal=1 (Conf=80.0%), Magnitude=1.10% (Conf=54.0618%)
[2025-11-16T05:01:33.736846] [INFO ] [main      ] Fetching symbol history for ETY...
[2025-11-16T05:01:33.737020] [DEBUG] [REMOTE    ] ETY: Fetching historical data.
[2025-11-16T05:01:33.737733] [INFO ] [main      ] Progress: 349/472 forecasts completed (73.9%). UHAL finished in 0.7s. ETA: 21.4s. Rate: 345.25 forecasts/min
[2025-11-16T05:01:33.746021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:33.750699] [DEBUG] [REMOTE    ] ETY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:33.752025] [DEBUG] [LOCAL     ] Loaded configuration for ETY: 6 features, N/A% accuracy
[2025-11-16T05:01:33.752094] [INFO ] [LOCAL     ] ETY: Loaded 6 optimal features with 49.79% confidence from JSON config
[2025-11-16T05:01:33.752147] [DEBUG] [MAG       ] Building data for symbol: ETY with lookback: 0
[2025-11-16T05:01:33.753032] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:33.753114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:33.754985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:33.755705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:33.756217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:33.757204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:33.759919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:33.761207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:33.765430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:33.957229] [DEBUG] [MAG       ] SSTK: Last date is validated at 2025-11-14
[2025-11-16T05:01:33.986328] [DEBUG] [MAG       ] DOW: Last date is validated at 2025-11-14
[2025-11-16T05:01:34.093296] [DEBUG] [MAG       ] VYX: Last date is validated at 2025-11-14
[2025-11-16T05:01:34.115671] [DEBUG] [MAG       ] ETY: Last date is validated at 2025-11-14
[2025-11-16T05:01:34.137471] [DEBUG] [MAG       ] SSTK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:34.173370] [DEBUG] [MAG       ] DOW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:34.238843] [INFO ] [LOCAL     ] SSTK: Saved forecast.
[2025-11-16T05:01:34.239112] [INFO ] [main      ] SSTK: Signal=1 (Conf=80.0%), Magnitude=1.86% (Conf=54.6645%)
[2025-11-16T05:01:34.239533] [INFO ] [main      ] Progress: 350/472 forecasts completed (74.2%). SSTK finished in 0.6s. ETA: 21.3s. Rate: 343.40 forecasts/min
[2025-11-16T05:01:34.239747] [INFO ] [main      ] Fetching symbol history for SCHW...
[2025-11-16T05:01:34.239871] [DEBUG] [REMOTE    ] SCHW: Fetching historical data.
[2025-11-16T05:01:34.260341] [DEBUG] [MAG       ] VYX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:34.284052] [INFO ] [LOCAL     ] DOW: Saved forecast.
[2025-11-16T05:01:34.284181] [INFO ] [main      ] DOW: Signal=1 (Conf=80.0%), Magnitude=-0.81% (Conf=51.9547%)
[2025-11-16T05:01:34.284445] [INFO ] [main      ] Fetching symbol history for ITW...
[2025-11-16T05:01:34.284513] [DEBUG] [REMOTE    ] ITW: Fetching historical data.
[2025-11-16T05:01:34.284898] [INFO ] [main      ] Progress: 351/472 forecasts completed (74.4%). DOW finished in 0.7s. ETA: 21.1s. Rate: 344.12 forecasts/min
[2025-11-16T05:01:34.315622] [DEBUG] [REMOTE    ] SCHW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:34.316839] [DEBUG] [LOCAL     ] Loaded configuration for SCHW: 6 features, N/A% accuracy
[2025-11-16T05:01:34.316963] [INFO ] [LOCAL     ] SCHW: Loaded 6 optimal features with 62.07% confidence from JSON config
[2025-11-16T05:01:34.317062] [DEBUG] [MAG       ] Building data for symbol: SCHW with lookback: 0
[2025-11-16T05:01:34.317530] [DEBUG] [REMOTE    ] ITW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:34.318015] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:34.318277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:34.318548] [DEBUG] [LOCAL     ] Loaded configuration for ITW: 2 features, N/A% accuracy
[2025-11-16T05:01:34.318624] [INFO ] [LOCAL     ] ITW: Loaded 2 optimal features with 54.35% confidence from JSON config
[2025-11-16T05:01:34.318703] [DEBUG] [MAG       ] Building data for symbol: ITW with lookback: 0
[2025-11-16T05:01:34.320044] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:34.320125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:34.320374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:34.321202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:34.321753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:34.322229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:01:34.323212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:01:34.324607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:34.326215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:34.345597] [INFO ] [LOCAL     ] VYX: Saved forecast.
[2025-11-16T05:01:34.345758] [INFO ] [main      ] VYX: Signal=1 (Conf=80.0%), Magnitude=-1.76% (Conf=52.6362%)
[2025-11-16T05:01:34.345958] [INFO ] [main      ] Fetching symbol history for U...
[2025-11-16T05:01:34.346014] [DEBUG] [REMOTE    ] U: Fetching historical data.
[2025-11-16T05:01:34.347273] [INFO ] [main      ] Progress: 352/472 forecasts completed (74.6%). VYX finished in 0.7s. ETA: 20.9s. Rate: 344.75 forecasts/min
[2025-11-16T05:01:34.359416] [DEBUG] [REMOTE    ] U: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:34.360486] [DEBUG] [LOCAL     ] Loaded configuration for U: 0 features, N/A% accuracy
[2025-11-16T05:01:34.360685] [INFO ] [LOCAL     ] U: Loaded 0 optimal features with 40.08% confidence from JSON config
[2025-11-16T05:01:34.360789] [DEBUG] [MAG       ] Building data for symbol: U with lookback: 0
[2025-11-16T05:01:34.361683] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:01:34.364683] [DEBUG] [MAG       ] ETY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:34.434028] [INFO ] [LOCAL     ] ETY: Saved forecast.
[2025-11-16T05:01:34.434129] [INFO ] [main      ] ETY: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=49.7934%)
[2025-11-16T05:01:34.434519] [INFO ] [main      ] Fetching symbol history for RTO...
[2025-11-16T05:01:34.434583] [DEBUG] [REMOTE    ] RTO: Fetching historical data.
[2025-11-16T05:01:34.434771] [INFO ] [main      ] Progress: 353/472 forecasts completed (74.8%). ETY finished in 0.7s. ETA: 20.7s. Rate: 345.24 forecasts/min
[2025-11-16T05:01:34.447943] [DEBUG] [REMOTE    ] RTO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:34.448795] [DEBUG] [LOCAL     ] Loaded configuration for RTO: 6 features, N/A% accuracy
[2025-11-16T05:01:34.448879] [INFO ] [LOCAL     ] RTO: Loaded 6 optimal features with 53.54% confidence from JSON config
[2025-11-16T05:01:34.448921] [DEBUG] [MAG       ] Building data for symbol: RTO with lookback: 0
[2025-11-16T05:01:34.449791] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:34.449874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:34.455204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:34.457214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:34.457772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:34.458272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:34.458744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:34.465689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:34.520168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:34.660274] [DEBUG] [MAG       ] SCHW: Last date is validated at 2025-11-14
[2025-11-16T05:01:34.700719] [DEBUG] [MAG       ] U: Last date is validated at 2025-11-14
[2025-11-16T05:01:34.825236] [DEBUG] [MAG       ] SCHW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:34.831496] [DEBUG] [MAG       ] ITW: Last date is validated at 2025-11-14
[2025-11-16T05:01:34.865935] [DEBUG] [MAG       ] U: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:34.874682] [DEBUG] [MAG       ] RTO: Last date is validated at 2025-11-14
[2025-11-16T05:01:34.941255] [INFO ] [LOCAL     ] SCHW: Saved forecast.
[2025-11-16T05:01:34.941519] [INFO ] [main      ] SCHW: Signal=1 (Conf=80.0%), Magnitude=0.91% (Conf=62.0723%)
[2025-11-16T05:01:34.941988] [INFO ] [main      ] Progress: 354/472 forecasts completed (75.0%). SCHW finished in 0.7s. ETA: 20.6s. Rate: 343.38 forecasts/min
[2025-11-16T05:01:34.942238] [INFO ] [main      ] Fetching symbol history for IHD...
[2025-11-16T05:01:34.942348] [DEBUG] [REMOTE    ] IHD: Fetching historical data.
[2025-11-16T05:01:34.953886] [DEBUG] [REMOTE    ] IHD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:34.955052] [DEBUG] [LOCAL     ] Loaded configuration for IHD: 3 features, N/A% accuracy
[2025-11-16T05:01:34.955176] [INFO ] [LOCAL     ] IHD: Loaded 3 optimal features with 25.63% confidence from JSON config
[2025-11-16T05:01:34.955274] [DEBUG] [MAG       ] Building data for symbol: IHD with lookback: 0
[2025-11-16T05:01:34.956160] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:34.956314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:34.972334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:34.973056] [INFO ] [LOCAL     ] U: Saved forecast.
[2025-11-16T05:01:34.973299] [INFO ] [main      ] U: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=40.0781%)
[2025-11-16T05:01:34.973532] [INFO ] [main      ] Fetching symbol history for NCV...
[2025-11-16T05:01:34.973661] [DEBUG] [REMOTE    ] NCV: Fetching historical data.
[2025-11-16T05:01:34.973509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:34.975183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:34.975879] [INFO ] [main      ] Progress: 355/472 forecasts completed (75.2%). U finished in 0.6s. ETA: 20.4s. Rate: 344.16 forecasts/min
[2025-11-16T05:01:34.986310] [DEBUG] [REMOTE    ] NCV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:34.987573] [DEBUG] [LOCAL     ] Loaded configuration for NCV: 5 features, N/A% accuracy
[2025-11-16T05:01:34.987714] [INFO ] [LOCAL     ] NCV: Loaded 5 optimal features with 51.21% confidence from JSON config
[2025-11-16T05:01:34.987812] [DEBUG] [MAG       ] Building data for symbol: NCV with lookback: 0
[2025-11-16T05:01:34.988687] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:34.988816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:34.993570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:34.994597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:34.996346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:35.019852] [DEBUG] [MAG       ] ITW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:35.052451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:35.053744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:35.053730] [DEBUG] [MAG       ] RTO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:35.154524] [INFO ] [LOCAL     ] RTO: Saved forecast.
[2025-11-16T05:01:35.154811] [INFO ] [main      ] RTO: Signal=1 (Conf=80.0%), Magnitude=3.37% (Conf=53.5394%)
[2025-11-16T05:01:35.155249] [INFO ] [main      ] Fetching symbol history for SGU...
[2025-11-16T05:01:35.155362] [DEBUG] [REMOTE    ] SGU: Fetching historical data.
[2025-11-16T05:01:35.155731] [INFO ] [main      ] Progress: 356/472 forecasts completed (75.4%). RTO finished in 0.7s. ETA: 20.2s. Rate: 344.13 forecasts/min
[2025-11-16T05:01:35.168965] [DEBUG] [REMOTE    ] SGU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:35.169914] [DEBUG] [LOCAL     ] Loaded configuration for SGU: 5 features, N/A% accuracy
[2025-11-16T05:01:35.170037] [INFO ] [LOCAL     ] SGU: Loaded 5 optimal features with 56.42% confidence from JSON config
[2025-11-16T05:01:35.170134] [DEBUG] [MAG       ] Building data for symbol: SGU with lookback: 0
[2025-11-16T05:01:35.171005] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:35.171138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:35.172094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:35.173433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:35.177930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:35.178674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:35.179918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:35.181730] [INFO ] [LOCAL     ] ITW: Saved forecast.
[2025-11-16T05:01:35.182078] [INFO ] [main      ] ITW: Signal=1 (Conf=80.0%), Magnitude=1.31% (Conf=54.351%)
[2025-11-16T05:01:35.182378] [INFO ] [main      ] Fetching symbol history for URI...
[2025-11-16T05:01:35.182496] [DEBUG] [REMOTE    ] URI: Fetching historical data.
[2025-11-16T05:01:35.183702] [INFO ] [main      ] Progress: 357/472 forecasts completed (75.6%). ITW finished in 0.9s. ETA: 20.0s. Rate: 344.94 forecasts/min
[2025-11-16T05:01:35.200211] [DEBUG] [REMOTE    ] URI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:35.201677] [DEBUG] [LOCAL     ] Loaded configuration for URI: 6 features, N/A% accuracy
[2025-11-16T05:01:35.201836] [INFO ] [LOCAL     ] URI: Loaded 6 optimal features with 55.95% confidence from JSON config
[2025-11-16T05:01:35.201985] [DEBUG] [MAG       ] Building data for symbol: URI with lookback: 0
[2025-11-16T05:01:35.203709] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:35.203881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:35.209877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:35.212479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:35.213394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:35.214009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:35.217205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:35.219024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:35.324718] [DEBUG] [MAG       ] IHD: Last date is validated at 2025-11-14
[2025-11-16T05:01:35.395388] [DEBUG] [MAG       ] NCV: Last date is validated at 2025-11-14
[2025-11-16T05:01:35.491455] [DEBUG] [MAG       ] IHD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:35.517132] [DEBUG] [MAG       ] SGU: Last date is validated at 2025-11-14
[2025-11-16T05:01:35.577246] [DEBUG] [MAG       ] NCV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:35.621077] [DEBUG] [MAG       ] URI: Last date is validated at 2025-11-14
[2025-11-16T05:01:35.627695] [INFO ] [LOCAL     ] IHD: Saved forecast.
[2025-11-16T05:01:35.627793] [INFO ] [main      ] IHD: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=25.6287%)
[2025-11-16T05:01:35.628164] [INFO ] [main      ] Fetching symbol history for ALK...
[2025-11-16T05:01:35.628223] [DEBUG] [REMOTE    ] ALK: Fetching historical data.
[2025-11-16T05:01:35.628743] [INFO ] [main      ] Progress: 358/472 forecasts completed (75.8%). IHD finished in 0.7s. ETA: 19.9s. Rate: 343.45 forecasts/min
[2025-11-16T05:01:35.640539] [DEBUG] [REMOTE    ] ALK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:35.641729] [DEBUG] [LOCAL     ] Loaded configuration for ALK: 4 features, N/A% accuracy
[2025-11-16T05:01:35.641860] [INFO ] [LOCAL     ] ALK: Loaded 4 optimal features with 52.02% confidence from JSON config
[2025-11-16T05:01:35.641958] [DEBUG] [MAG       ] Building data for symbol: ALK with lookback: 0
[2025-11-16T05:01:35.642827] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:35.642962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:35.644717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:35.645305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:35.645818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:01:35.647061] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:35.646984] [INFO ] [LOCAL     ] NCV: Saved forecast.
[2025-11-16T05:01:35.647257] [INFO ] [main      ] NCV: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=51.2072%)
[2025-11-16T05:01:35.647748] [INFO ] [main      ] Fetching symbol history for SVV...
[2025-11-16T05:01:35.647865] [DEBUG] [REMOTE    ] SVV: Fetching historical data.
[2025-11-16T05:01:35.648692] [INFO ] [main      ] Progress: 359/472 forecasts completed (76.1%). NCV finished in 0.7s. ETA: 19.7s. Rate: 344.29 forecasts/min
[2025-11-16T05:01:35.661613] [DEBUG] [REMOTE    ] SVV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:35.662573] [DEBUG] [LOCAL     ] Loaded configuration for SVV: 5 features, N/A% accuracy
[2025-11-16T05:01:35.662713] [INFO ] [LOCAL     ] SVV: Loaded 5 optimal features with 45.83% confidence from JSON config
[2025-11-16T05:01:35.662812] [DEBUG] [MAG       ] Building data for symbol: SVV with lookback: 0
[2025-11-16T05:01:35.663666] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:35.663796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:35.664756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:35.667293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:35.668624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:35.670637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:35.672036] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:35.693340] [DEBUG] [MAG       ] SGU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:35.843721] [INFO ] [LOCAL     ] SGU: Saved forecast.
[2025-11-16T05:01:35.844098] [INFO ] [main      ] SGU: Signal=1 (Conf=80.0%), Magnitude=0.17% (Conf=56.425%)
[2025-11-16T05:01:35.844727] [INFO ] [main      ] Progress: 360/472 forecasts completed (76.3%). SGU finished in 0.7s. ETA: 19.5s. Rate: 344.18 forecasts/min
[2025-11-16T05:01:35.845022] [INFO ] [main      ] Fetching symbol history for GDDY...
[2025-11-16T05:01:35.845148] [DEBUG] [REMOTE    ] GDDY: Fetching historical data.
[2025-11-16T05:01:35.862615] [DEBUG] [REMOTE    ] GDDY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:35.863833] [DEBUG] [LOCAL     ] Loaded configuration for GDDY: 5 features, N/A% accuracy
[2025-11-16T05:01:35.863959] [INFO ] [LOCAL     ] GDDY: Loaded 5 optimal features with 58.09% confidence from JSON config
[2025-11-16T05:01:35.864058] [DEBUG] [MAG       ] Building data for symbol: GDDY with lookback: 0
[2025-11-16T05:01:35.865021] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:35.865159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:35.867043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:35.867710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:35.955244] [DEBUG] [MAG       ] URI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:35.963588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:35.964659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:01:35.967827] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:35.983618] [DEBUG] [MAG       ] ALK: Last date is validated at 2025-11-14
[2025-11-16T05:01:36.012067] [DEBUG] [MAG       ] SVV: Last date is validated at 2025-11-14
[2025-11-16T05:01:36.148687] [DEBUG] [MAG       ] ALK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:36.170696] [INFO ] [LOCAL     ] URI: Saved forecast.
[2025-11-16T05:01:36.171042] [INFO ] [main      ] URI: Signal=1 (Conf=80.0%), Magnitude=-0.36% (Conf=55.9471%)
[2025-11-16T05:01:36.171335] [INFO ] [main      ] Fetching symbol history for NEE...
[2025-11-16T05:01:36.171459] [DEBUG] [REMOTE    ] NEE: Fetching historical data.
[2025-11-16T05:01:36.171830] [INFO ] [main      ] Progress: 361/472 forecasts completed (76.5%). URI finished in 1.0s. ETA: 19.4s. Rate: 343.34 forecasts/min
[2025-11-16T05:01:36.177818] [DEBUG] [MAG       ] SVV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:36.187723] [DEBUG] [REMOTE    ] NEE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:36.189519] [DEBUG] [LOCAL     ] Loaded configuration for NEE: 6 features, N/A% accuracy
[2025-11-16T05:01:36.189602] [INFO ] [LOCAL     ] NEE: Loaded 6 optimal features with 52.20% confidence from JSON config
[2025-11-16T05:01:36.189734] [DEBUG] [MAG       ] Building data for symbol: NEE with lookback: 0
[2025-11-16T05:01:36.190812] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:36.190902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:36.196434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:36.198438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:36.199102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:36.200299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:01:36.201110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:36.202360] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:36.258908] [INFO ] [LOCAL     ] ALK: Saved forecast.
[2025-11-16T05:01:36.259041] [INFO ] [main      ] ALK: Signal=1 (Conf=80.0%), Magnitude=3.45% (Conf=52.0213%)
[2025-11-16T05:01:36.259421] [INFO ] [main      ] Fetching symbol history for VRTS...
[2025-11-16T05:01:36.259488] [DEBUG] [REMOTE    ] VRTS: Fetching historical data.
[2025-11-16T05:01:36.259738] [INFO ] [main      ] Progress: 362/472 forecasts completed (76.7%). ALK finished in 0.6s. ETA: 19.2s. Rate: 343.81 forecasts/min
[2025-11-16T05:01:36.271891] [DEBUG] [REMOTE    ] VRTS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:36.273016] [DEBUG] [LOCAL     ] Loaded configuration for VRTS: 4 features, N/A% accuracy
[2025-11-16T05:01:36.273081] [INFO ] [LOCAL     ] VRTS: Loaded 4 optimal features with 52.71% confidence from JSON config
[2025-11-16T05:01:36.273119] [DEBUG] [MAG       ] Building data for symbol: VRTS with lookback: 0
[2025-11-16T05:01:36.273932] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:36.274001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:36.278948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:36.280785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:36.281342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:36.283369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:36.324908] [DEBUG] [MAG       ] GDDY: Last date is validated at 2025-11-14
[2025-11-16T05:01:36.373489] [INFO ] [LOCAL     ] SVV: Saved forecast.
[2025-11-16T05:01:36.373583] [INFO ] [main      ] SVV: Signal=1 (Conf=80.0%), Magnitude=-3.26% (Conf=45.8327%)
[2025-11-16T05:01:36.373773] [INFO ] [main      ] Fetching symbol history for BXP...
[2025-11-16T05:01:36.373996] [DEBUG] [REMOTE    ] BXP: Fetching historical data.
[2025-11-16T05:01:36.378482] [INFO ] [main      ] Progress: 363/472 forecasts completed (76.9%). SVV finished in 0.7s. ETA: 19.0s. Rate: 344.12 forecasts/min
[2025-11-16T05:01:36.388308] [DEBUG] [REMOTE    ] BXP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:36.389547] [DEBUG] [LOCAL     ] Loaded configuration for BXP: 6 features, N/A% accuracy
[2025-11-16T05:01:36.389698] [INFO ] [LOCAL     ] BXP: Loaded 6 optimal features with 40.09% confidence from JSON config
[2025-11-16T05:01:36.389820] [DEBUG] [MAG       ] Building data for symbol: BXP with lookback: 0
[2025-11-16T05:01:36.390849] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:36.391010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:36.396393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:36.398308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:36.398908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:36.399408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:36.445347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:36.446687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:36.507399] [DEBUG] [MAG       ] GDDY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:36.558826] [DEBUG] [MAG       ] NEE: Last date is validated at 2025-11-14
[2025-11-16T05:01:36.615216] [DEBUG] [MAG       ] VRTS: Last date is validated at 2025-11-14
[2025-11-16T05:01:36.679182] [INFO ] [LOCAL     ] GDDY: Saved forecast.
[2025-11-16T05:01:36.679467] [INFO ] [main      ] GDDY: Signal=1 (Conf=80.0%), Magnitude=0.81% (Conf=58.0854%)
[2025-11-16T05:01:36.679726] [INFO ] [main      ] Fetching symbol history for COMP...
[2025-11-16T05:01:36.680006] [DEBUG] [REMOTE    ] COMP: Fetching historical data.
[2025-11-16T05:01:36.680766] [INFO ] [main      ] Progress: 364/472 forecasts completed (77.1%). GDDY finished in 0.8s. ETA: 18.9s. Rate: 343.42 forecasts/min
[2025-11-16T05:01:36.694243] [DEBUG] [REMOTE    ] COMP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:36.695449] [DEBUG] [LOCAL     ] Loaded configuration for COMP: 6 features, N/A% accuracy
[2025-11-16T05:01:36.695576] [INFO ] [LOCAL     ] COMP: Loaded 6 optimal features with 50.89% confidence from JSON config
[2025-11-16T05:01:36.695697] [DEBUG] [MAG       ] Building data for symbol: COMP with lookback: 0
[2025-11-16T05:01:36.696629] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:36.696782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:36.702604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:36.704622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:36.705286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:36.705803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:36.706694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:01:36.707536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:36.737384] [DEBUG] [MAG       ] NEE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:36.784449] [DEBUG] [MAG       ] VRTS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:36.791310] [DEBUG] [MAG       ] BXP: Last date is validated at 2025-11-14
[2025-11-16T05:01:36.857279] [INFO ] [LOCAL     ] NEE: Saved forecast.
[2025-11-16T05:01:36.857443] [INFO ] [main      ] NEE: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=52.197%)
[2025-11-16T05:01:36.857753] [INFO ] [main      ] Fetching symbol history for OUT...
[2025-11-16T05:01:36.857826] [DEBUG] [REMOTE    ] OUT: Fetching historical data.
[2025-11-16T05:01:36.858438] [INFO ] [main      ] Progress: 365/472 forecasts completed (77.3%). NEE finished in 0.7s. ETA: 18.7s. Rate: 343.41 forecasts/min
[2025-11-16T05:01:36.872329] [DEBUG] [REMOTE    ] OUT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:36.874122] [DEBUG] [LOCAL     ] Loaded configuration for OUT: 10 features, N/A% accuracy
[2025-11-16T05:01:36.874253] [INFO ] [LOCAL     ] OUT: Loaded 10 optimal features with 45.58% confidence from JSON config
[2025-11-16T05:01:36.874354] [DEBUG] [MAG       ] Building data for symbol: OUT with lookback: 0
[2025-11-16T05:01:36.875397] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:01:36.875539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:36.880903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:01:36.881815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:01:36.882782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:36.884782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:36.885385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:36.886608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:36.888377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:36.889532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:01:36.890317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:01:36.891139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:36.922800] [INFO ] [LOCAL     ] VRTS: Saved forecast.
[2025-11-16T05:01:36.923074] [INFO ] [main      ] VRTS: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=52.71%)
[2025-11-16T05:01:36.923524] [INFO ] [main      ] Progress: 366/472 forecasts completed (77.5%). VRTS finished in 0.7s. ETA: 18.5s. Rate: 344.00 forecasts/min
[2025-11-16T05:01:36.923743] [INFO ] [main      ] Fetching symbol history for VICI...
[2025-11-16T05:01:36.923854] [DEBUG] [REMOTE    ] VICI: Fetching historical data.
[2025-11-16T05:01:36.936830] [DEBUG] [REMOTE    ] VICI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:36.937862] [DEBUG] [LOCAL     ] Loaded configuration for VICI: 6 features, N/A% accuracy
[2025-11-16T05:01:36.937986] [INFO ] [LOCAL     ] VICI: Loaded 6 optimal features with 47.95% confidence from JSON config
[2025-11-16T05:01:36.938083] [DEBUG] [MAG       ] Building data for symbol: VICI with lookback: 0
[2025-11-16T05:01:36.938964] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:36.939101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:36.944012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:36.945876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:36.946479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:36.957821] [DEBUG] [MAG       ] BXP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:37.002893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:37.004026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:01:37.005717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:37.043851] [DEBUG] [MAG       ] COMP: Last date is validated at 2025-11-14
[2025-11-16T05:01:37.075852] [INFO ] [LOCAL     ] BXP: Saved forecast.
[2025-11-16T05:01:37.075956] [INFO ] [main      ] BXP: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=40.0929%)
[2025-11-16T05:01:37.076378] [INFO ] [main      ] Fetching symbol history for CXM...
[2025-11-16T05:01:37.076440] [DEBUG] [REMOTE    ] CXM: Fetching historical data.
[2025-11-16T05:01:37.077722] [INFO ] [main      ] Progress: 367/472 forecasts completed (77.8%). BXP finished in 0.7s. ETA: 18.3s. Rate: 344.11 forecasts/min
[2025-11-16T05:01:37.088959] [DEBUG] [REMOTE    ] CXM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:37.090061] [DEBUG] [LOCAL     ] Loaded configuration for CXM: 4 features, N/A% accuracy
[2025-11-16T05:01:37.090127] [INFO ] [LOCAL     ] CXM: Loaded 4 optimal features with 49.40% confidence from JSON config
[2025-11-16T05:01:37.090164] [DEBUG] [MAG       ] Building data for symbol: CXM with lookback: 0
[2025-11-16T05:01:37.090973] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:37.091050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:37.092764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:37.093282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:37.094312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:01:37.097032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:37.211873] [DEBUG] [MAG       ] COMP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:37.248079] [DEBUG] [MAG       ] OUT: Last date is validated at 2025-11-14
[2025-11-16T05:01:37.287668] [INFO ] [LOCAL     ] COMP: Saved forecast.
[2025-11-16T05:01:37.287926] [INFO ] [main      ] COMP: Signal=1 (Conf=80.0%), Magnitude=-0.47% (Conf=50.8868%)
[2025-11-16T05:01:37.288355] [INFO ] [main      ] Fetching symbol history for GAM...
[2025-11-16T05:01:37.288466] [DEBUG] [REMOTE    ] GAM: Fetching historical data.
[2025-11-16T05:01:37.288750] [INFO ] [main      ] Progress: 368/472 forecasts completed (78.0%). COMP finished in 0.6s. ETA: 18.1s. Rate: 343.91 forecasts/min
[2025-11-16T05:01:37.301610] [DEBUG] [REMOTE    ] GAM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:37.302468] [DEBUG] [LOCAL     ] Loaded configuration for GAM: 5 features, N/A% accuracy
[2025-11-16T05:01:37.302583] [INFO ] [LOCAL     ] GAM: Loaded 5 optimal features with 55.66% confidence from JSON config
[2025-11-16T05:01:37.302706] [DEBUG] [MAG       ] Building data for symbol: GAM with lookback: 0
[2025-11-16T05:01:37.303556] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:37.303710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:37.308563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:37.309598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:37.312075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:37.313375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:37.315212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:37.338741] [DEBUG] [MAG       ] VICI: Last date is validated at 2025-11-14
[2025-11-16T05:01:37.415423] [DEBUG] [MAG       ] OUT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:37.426327] [DEBUG] [MAG       ] CXM: Last date is validated at 2025-11-14
[2025-11-16T05:01:37.504222] [DEBUG] [MAG       ] VICI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:37.508441] [INFO ] [LOCAL     ] OUT: Saved forecast.
[2025-11-16T05:01:37.508722] [INFO ] [main      ] OUT: Signal=1 (Conf=80.0%), Magnitude=1.76% (Conf=45.5806%)
[2025-11-16T05:01:37.508963] [INFO ] [main      ] Fetching symbol history for GFL...
[2025-11-16T05:01:37.509076] [DEBUG] [REMOTE    ] GFL: Fetching historical data.
[2025-11-16T05:01:37.509724] [INFO ] [main      ] Progress: 369/472 forecasts completed (78.2%). OUT finished in 0.7s. ETA: 18.0s. Rate: 343.66 forecasts/min
[2025-11-16T05:01:37.524858] [DEBUG] [REMOTE    ] GFL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:37.526372] [DEBUG] [LOCAL     ] Loaded configuration for GFL: 6 features, N/A% accuracy
[2025-11-16T05:01:37.526518] [INFO ] [LOCAL     ] GFL: Loaded 6 optimal features with 59.06% confidence from JSON config
[2025-11-16T05:01:37.526628] [DEBUG] [MAG       ] Building data for symbol: GFL with lookback: 0
[2025-11-16T05:01:37.527809] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:37.527977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:37.533464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:37.535789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:37.536497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:37.537049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:37.537837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:37.539771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:37.588510] [INFO ] [LOCAL     ] VICI: Saved forecast.
[2025-11-16T05:01:37.588793] [INFO ] [main      ] VICI: Signal=1 (Conf=80.0%), Magnitude=-0.08% (Conf=47.9537%)
[2025-11-16T05:01:37.589225] [INFO ] [main      ] Fetching symbol history for RSG...
[2025-11-16T05:01:37.589528] [INFO ] [main      ] Progress: 370/472 forecasts completed (78.4%). VICI finished in 0.7s. ETA: 17.8s. Rate: 344.17 forecasts/min
[2025-11-16T05:01:37.589420] [DEBUG] [REMOTE    ] RSG: Fetching historical data.
[2025-11-16T05:01:37.592034] [DEBUG] [MAG       ] CXM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:37.602318] [DEBUG] [REMOTE    ] RSG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:37.603482] [DEBUG] [LOCAL     ] Loaded configuration for RSG: 2 features, N/A% accuracy
[2025-11-16T05:01:37.603550] [INFO ] [LOCAL     ] RSG: Loaded 2 optimal features with 49.79% confidence from JSON config
[2025-11-16T05:01:37.603589] [DEBUG] [MAG       ] Building data for symbol: RSG with lookback: 0
[2025-11-16T05:01:37.604375] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:37.604459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:37.609250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:37.652579] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:37.661302] [DEBUG] [MAG       ] GAM: Last date is validated at 2025-11-14
[2025-11-16T05:01:37.663753] [INFO ] [LOCAL     ] CXM: Saved forecast.
[2025-11-16T05:01:37.664040] [INFO ] [main      ] CXM: Signal=1 (Conf=80.0%), Magnitude=-0.87% (Conf=49.4042%)
[2025-11-16T05:01:37.664474] [INFO ] [main      ] Fetching symbol history for BLDR...
[2025-11-16T05:01:37.664588] [DEBUG] [REMOTE    ] BLDR: Fetching historical data.
[2025-11-16T05:01:37.664661] [INFO ] [main      ] Progress: 371/472 forecasts completed (78.6%). CXM finished in 0.6s. ETA: 17.6s. Rate: 344.70 forecasts/min
[2025-11-16T05:01:37.677490] [DEBUG] [REMOTE    ] BLDR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:37.678581] [DEBUG] [LOCAL     ] Loaded configuration for BLDR: 7 features, N/A% accuracy
[2025-11-16T05:01:37.678665] [INFO ] [LOCAL     ] BLDR: Loaded 7 optimal features with 47.59% confidence from JSON config
[2025-11-16T05:01:37.678726] [DEBUG] [MAG       ] Building data for symbol: BLDR with lookback: 0
[2025-11-16T05:01:37.679503] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:37.679600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:37.681305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:37.682045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:37.682497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:37.683106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:37.684033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:37.685289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:37.686714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:37.841434] [DEBUG] [MAG       ] GAM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:37.928085] [DEBUG] [MAG       ] GFL: Last date is validated at 2025-11-14
[2025-11-16T05:01:37.930557] [INFO ] [LOCAL     ] GAM: Saved forecast.
[2025-11-16T05:01:37.930854] [INFO ] [main      ] GAM: Signal=1 (Conf=80.0%), Magnitude=-0.71% (Conf=55.6636%)
[2025-11-16T05:01:37.931096] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-11-16T05:01:37.931443] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-11-16T05:01:37.932727] [INFO ] [main      ] Progress: 372/472 forecasts completed (78.8%). GAM finished in 0.6s. ETA: 17.4s. Rate: 344.20 forecasts/min
[2025-11-16T05:01:37.945824] [DEBUG] [REMOTE    ] BGX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:37.947039] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-11-16T05:01:37.947168] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-11-16T05:01:37.947269] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-11-16T05:01:37.948185] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:37.948326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:37.953853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:37.955926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:37.956536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:37.957033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:37.959636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:37.988298] [DEBUG] [MAG       ] RSG: Last date is validated at 2025-11-14
[2025-11-16T05:01:38.007218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:38.008420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:38.010464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:38.018761] [DEBUG] [MAG       ] BLDR: Last date is validated at 2025-11-14
[2025-11-16T05:01:38.099681] [DEBUG] [MAG       ] GFL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:38.154602] [DEBUG] [MAG       ] RSG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:38.186072] [DEBUG] [MAG       ] BLDR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:38.198984] [INFO ] [LOCAL     ] GFL: Saved forecast.
[2025-11-16T05:01:38.199283] [INFO ] [main      ] GFL: Signal=1 (Conf=80.0%), Magnitude=2.21% (Conf=59.0552%)
[2025-11-16T05:01:38.199582] [INFO ] [main      ] Fetching symbol history for DNA...
[2025-11-16T05:01:38.199731] [DEBUG] [REMOTE    ] DNA: Fetching historical data.
[2025-11-16T05:01:38.200030] [INFO ] [main      ] Progress: 373/472 forecasts completed (79.0%). GFL finished in 0.7s. ETA: 17.3s. Rate: 343.70 forecasts/min
[2025-11-16T05:01:38.215491] [DEBUG] [REMOTE    ] DNA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:38.216727] [DEBUG] [LOCAL     ] Loaded configuration for DNA: 3 features, N/A% accuracy
[2025-11-16T05:01:38.216802] [INFO ] [LOCAL     ] DNA: Loaded 3 optimal features with 54.70% confidence from JSON config
[2025-11-16T05:01:38.216864] [DEBUG] [MAG       ] Building data for symbol: DNA with lookback: 0
[2025-11-16T05:01:38.217837] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:38.217917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:38.219843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:38.220463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:38.220993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:38.286567] [INFO ] [LOCAL     ] RSG: Saved forecast.
[2025-11-16T05:01:38.286830] [INFO ] [main      ] RSG: Signal=1 (Conf=80.0%), Magnitude=1.67% (Conf=49.7873%)
[2025-11-16T05:01:38.287069] [INFO ] [main      ] Fetching symbol history for EOI...
[2025-11-16T05:01:38.287362] [DEBUG] [REMOTE    ] EOI: Fetching historical data.
[2025-11-16T05:01:38.288439] [INFO ] [main      ] Progress: 374/472 forecasts completed (79.2%). RSG finished in 0.7s. ETA: 17.1s. Rate: 344.16 forecasts/min
[2025-11-16T05:01:38.300009] [DEBUG] [REMOTE    ] EOI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:38.301459] [DEBUG] [LOCAL     ] Loaded configuration for EOI: 7 features, N/A% accuracy
[2025-11-16T05:01:38.301579] [INFO ] [LOCAL     ] EOI: Loaded 7 optimal features with 50.65% confidence from JSON config
[2025-11-16T05:01:38.301703] [DEBUG] [MAG       ] Building data for symbol: EOI with lookback: 0
[2025-11-16T05:01:38.302564] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:38.302719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:38.307630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:38.309514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:38.310094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:38.310569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:38.311366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:38.313731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:01:38.316706] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:38.366850] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-11-14
[2025-11-16T05:01:38.458338] [INFO ] [LOCAL     ] BLDR: Saved forecast.
[2025-11-16T05:01:38.458607] [INFO ] [main      ] BLDR: Signal=1 (Conf=80.0%), Magnitude=-3.74% (Conf=47.5865%)
[2025-11-16T05:01:38.459062] [INFO ] [main      ] Fetching symbol history for UL...
[2025-11-16T05:01:38.459176] [DEBUG] [REMOTE    ] UL: Fetching historical data.
[2025-11-16T05:01:38.459317] [INFO ] [main      ] Progress: 375/472 forecasts completed (79.4%). BLDR finished in 0.8s. ETA: 16.9s. Rate: 344.18 forecasts/min
[2025-11-16T05:01:38.481614] [DEBUG] [REMOTE    ] UL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:38.482849] [DEBUG] [LOCAL     ] Loaded configuration for UL: 1 features, N/A% accuracy
[2025-11-16T05:01:38.482944] [INFO ] [LOCAL     ] UL: Loaded 1 optimal features with 54.95% confidence from JSON config
[2025-11-16T05:01:38.483069] [DEBUG] [MAG       ] Building data for symbol: UL with lookback: 0
[2025-11-16T05:01:38.484023] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:38.484109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:38.501921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:38.540875] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:38.564522] [DEBUG] [MAG       ] DNA: Last date is validated at 2025-11-14
[2025-11-16T05:01:38.612726] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-11-16T05:01:38.612837] [INFO ] [main      ] BGX: Signal=1 (Conf=80.0%), Magnitude=-0.12% (Conf=39.5106%)
[2025-11-16T05:01:38.613022] [INFO ] [main      ] Fetching symbol history for VVR...
[2025-11-16T05:01:38.613075] [DEBUG] [REMOTE    ] VVR: Fetching historical data.
[2025-11-16T05:01:38.614760] [INFO ] [main      ] Progress: 376/472 forecasts completed (79.7%). BGX finished in 0.7s. ETA: 16.7s. Rate: 344.28 forecasts/min
[2025-11-16T05:01:38.628735] [DEBUG] [REMOTE    ] VVR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:38.630080] [DEBUG] [LOCAL     ] Loaded configuration for VVR: 6 features, N/A% accuracy
[2025-11-16T05:01:38.630149] [INFO ] [LOCAL     ] VVR: Loaded 6 optimal features with 39.24% confidence from JSON config
[2025-11-16T05:01:38.630187] [DEBUG] [MAG       ] Building data for symbol: VVR with lookback: 0
[2025-11-16T05:01:38.631026] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:38.631096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:38.635920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:38.638020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:38.638816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:38.639883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:38.641097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:01:38.642610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:38.665848] [DEBUG] [MAG       ] EOI: Last date is validated at 2025-11-14
[2025-11-16T05:01:38.738447] [DEBUG] [MAG       ] DNA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:38.834278] [DEBUG] [MAG       ] UL: Last date is validated at 2025-11-14
[2025-11-16T05:01:38.834262] [DEBUG] [MAG       ] EOI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:38.837516] [INFO ] [LOCAL     ] DNA: Saved forecast.
[2025-11-16T05:01:38.837637] [INFO ] [main      ] DNA: Signal=1 (Conf=80.0%), Magnitude=-0.24% (Conf=54.7013%)
[2025-11-16T05:01:38.837901] [INFO ] [main      ] Fetching symbol history for SSB...
[2025-11-16T05:01:38.837966] [DEBUG] [REMOTE    ] SSB: Fetching historical data.
[2025-11-16T05:01:38.839731] [INFO ] [main      ] Progress: 377/472 forecasts completed (79.9%). DNA finished in 0.6s. ETA: 16.6s. Rate: 344.01 forecasts/min
[2025-11-16T05:01:38.854757] [DEBUG] [REMOTE    ] SSB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:38.855985] [DEBUG] [LOCAL     ] Loaded configuration for SSB: 5 features, N/A% accuracy
[2025-11-16T05:01:38.856066] [INFO ] [LOCAL     ] SSB: Loaded 5 optimal features with 53.09% confidence from JSON config
[2025-11-16T05:01:38.856109] [DEBUG] [MAG       ] Building data for symbol: SSB with lookback: 0
[2025-11-16T05:01:38.857131] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:38.857217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:38.862591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:38.864729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:38.865347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:38.866248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:38.867264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:38.908811] [INFO ] [LOCAL     ] EOI: Saved forecast.
[2025-11-16T05:01:38.908916] [INFO ] [main      ] EOI: Signal=1 (Conf=80.0%), Magnitude=-0.96% (Conf=50.6491%)
[2025-11-16T05:01:38.909090] [INFO ] [main      ] Fetching symbol history for WFG...
[2025-11-16T05:01:38.909142] [DEBUG] [REMOTE    ] WFG: Fetching historical data.
[2025-11-16T05:01:38.909915] [INFO ] [main      ] Progress: 378/472 forecasts completed (80.1%). EOI finished in 0.6s. ETA: 16.4s. Rate: 344.56 forecasts/min
[2025-11-16T05:01:38.922368] [DEBUG] [REMOTE    ] WFG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:38.923292] [DEBUG] [LOCAL     ] Loaded configuration for WFG: 6 features, N/A% accuracy
[2025-11-16T05:01:38.923361] [INFO ] [LOCAL     ] WFG: Loaded 6 optimal features with 51.25% confidence from JSON config
[2025-11-16T05:01:38.923399] [DEBUG] [MAG       ] Building data for symbol: WFG with lookback: 0
[2025-11-16T05:01:38.924226] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:38.924303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:38.926045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:38.926605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:38.927061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:38.970744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:38.972715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:01:38.974291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:38.998919] [DEBUG] [MAG       ] VVR: Last date is validated at 2025-11-14
[2025-11-16T05:01:39.001911] [DEBUG] [MAG       ] UL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:39.094729] [INFO ] [LOCAL     ] UL: Saved forecast.
[2025-11-16T05:01:39.094980] [INFO ] [main      ] UL: Signal=1 (Conf=80.0%), Magnitude=-2.72% (Conf=54.9547%)
[2025-11-16T05:01:39.095405] [INFO ] [main      ] Fetching symbol history for LDP...
[2025-11-16T05:01:39.095521] [DEBUG] [REMOTE    ] LDP: Fetching historical data.
[2025-11-16T05:01:39.095589] [INFO ] [main      ] Progress: 379/472 forecasts completed (80.3%). UL finished in 0.6s. ETA: 16.2s. Rate: 344.50 forecasts/min
[2025-11-16T05:01:39.108482] [DEBUG] [REMOTE    ] LDP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:39.109702] [DEBUG] [LOCAL     ] Loaded configuration for LDP: 4 features, N/A% accuracy
[2025-11-16T05:01:39.109771] [INFO ] [LOCAL     ] LDP: Loaded 4 optimal features with 52.53% confidence from JSON config
[2025-11-16T05:01:39.109809] [DEBUG] [MAG       ] Building data for symbol: LDP with lookback: 0
[2025-11-16T05:01:39.110575] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:39.110662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:39.112367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:39.112902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:39.156093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:39.178971] [DEBUG] [MAG       ] VVR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:39.209626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:39.217244] [DEBUG] [MAG       ] SSB: Last date is validated at 2025-11-14
[2025-11-16T05:01:39.329552] [DEBUG] [MAG       ] WFG: Last date is validated at 2025-11-14
[2025-11-16T05:01:39.330331] [INFO ] [LOCAL     ] VVR: Saved forecast.
[2025-11-16T05:01:39.330593] [INFO ] [main      ] VVR: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=39.2357%)
[2025-11-16T05:01:39.330887] [INFO ] [main      ] Fetching symbol history for DBL...
[2025-11-16T05:01:39.331224] [DEBUG] [REMOTE    ] DBL: Fetching historical data.
[2025-11-16T05:01:39.331709] [INFO ] [main      ] Progress: 380/472 forecasts completed (80.5%). VVR finished in 0.7s. ETA: 16.0s. Rate: 344.17 forecasts/min
[2025-11-16T05:01:39.344856] [DEBUG] [REMOTE    ] DBL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:39.346088] [DEBUG] [LOCAL     ] Loaded configuration for DBL: 5 features, N/A% accuracy
[2025-11-16T05:01:39.346239] [INFO ] [LOCAL     ] DBL: Loaded 5 optimal features with 32.54% confidence from JSON config
[2025-11-16T05:01:39.346342] [DEBUG] [MAG       ] Building data for symbol: DBL with lookback: 0
[2025-11-16T05:01:39.347339] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:39.347473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:39.349302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:39.349946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:39.350426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:39.353003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:39.353700] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:39.405192] [DEBUG] [MAG       ] SSB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:39.496763] [DEBUG] [MAG       ] WFG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:39.543098] [INFO ] [LOCAL     ] SSB: Saved forecast.
[2025-11-16T05:01:39.543400] [INFO ] [main      ] SSB: Signal=1 (Conf=80.0%), Magnitude=-2.48% (Conf=53.0884%)
[2025-11-16T05:01:39.543694] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-11-16T05:01:39.543813] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-11-16T05:01:39.544076] [INFO ] [main      ] Progress: 381/472 forecasts completed (80.7%). SSB finished in 0.7s. ETA: 15.9s. Rate: 343.98 forecasts/min
[2025-11-16T05:01:39.559128] [DEBUG] [REMOTE    ] BLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:39.560406] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-11-16T05:01:39.560529] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-11-16T05:01:39.560629] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-11-16T05:01:39.561817] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:39.561896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:39.563011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:39.564222] [DEBUG] [MAG       ] LDP: Last date is validated at 2025-11-14
[2025-11-16T05:01:39.613794] [INFO ] [LOCAL     ] WFG: Saved forecast.
[2025-11-16T05:01:39.614070] [INFO ] [main      ] WFG: Signal=1 (Conf=80.0%), Magnitude=0.27% (Conf=51.2502%)
[2025-11-16T05:01:39.614335] [INFO ] [main      ] Fetching symbol history for BYM...
[2025-11-16T05:01:39.614449] [DEBUG] [REMOTE    ] BYM: Fetching historical data.
[2025-11-16T05:01:39.615256] [INFO ] [main      ] Progress: 382/472 forecasts completed (80.9%). WFG finished in 0.7s. ETA: 15.7s. Rate: 344.51 forecasts/min
[2025-11-16T05:01:39.629070] [DEBUG] [REMOTE    ] BYM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:39.630375] [DEBUG] [LOCAL     ] Loaded configuration for BYM: 7 features, N/A% accuracy
[2025-11-16T05:01:39.630526] [INFO ] [LOCAL     ] BYM: Loaded 7 optimal features with 48.79% confidence from JSON config
[2025-11-16T05:01:39.630633] [DEBUG] [MAG       ] Building data for symbol: BYM with lookback: 0
[2025-11-16T05:01:39.631572] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:39.631736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:39.637018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:39.640016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:39.641228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:39.643503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:39.644505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:39.645933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:39.646729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:39.703434] [DEBUG] [MAG       ] DBL: Last date is validated at 2025-11-14
[2025-11-16T05:01:39.729710] [DEBUG] [MAG       ] LDP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:39.795300] [INFO ] [LOCAL     ] LDP: Saved forecast.
[2025-11-16T05:01:39.795541] [INFO ] [main      ] LDP: Signal=1 (Conf=80.0%), Magnitude=0.18% (Conf=52.5301%)
[2025-11-16T05:01:39.795783] [INFO ] [main      ] Fetching symbol history for NMT...
[2025-11-16T05:01:39.795895] [DEBUG] [REMOTE    ] NMT: Fetching historical data.
[2025-11-16T05:01:39.797758] [INFO ] [main      ] Progress: 383/472 forecasts completed (81.1%). LDP finished in 0.7s. ETA: 15.5s. Rate: 344.47 forecasts/min
[2025-11-16T05:01:39.808214] [DEBUG] [REMOTE    ] NMT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:39.809328] [DEBUG] [LOCAL     ] Loaded configuration for NMT: 6 features, N/A% accuracy
[2025-11-16T05:01:39.809463] [INFO ] [LOCAL     ] NMT: Loaded 6 optimal features with 41.08% confidence from JSON config
[2025-11-16T05:01:39.809569] [DEBUG] [MAG       ] Building data for symbol: NMT with lookback: 0
[2025-11-16T05:01:39.810424] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:39.810558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:39.812372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:39.812976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:39.813441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:39.814602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:01:39.817503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:39.819373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:39.881844] [DEBUG] [MAG       ] DBL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:39.914440] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-11-14
[2025-11-16T05:01:39.948423] [INFO ] [LOCAL     ] DBL: Saved forecast.
[2025-11-16T05:01:39.948559] [INFO ] [main      ] DBL: Signal=1 (Conf=80.0%), Magnitude=-0.11% (Conf=32.5424%)
[2025-11-16T05:01:39.948980] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-11-16T05:01:39.949204] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-11-16T05:01:39.949739] [INFO ] [main      ] Progress: 384/472 forecasts completed (81.4%). DBL finished in 0.6s. ETA: 15.3s. Rate: 344.58 forecasts/min
[2025-11-16T05:01:39.963382] [DEBUG] [REMOTE    ] BROS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:39.964808] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-11-16T05:01:39.964938] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-11-16T05:01:39.965041] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-11-16T05:01:39.965978] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:01:39.966119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:39.971321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:39.972619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:39.974607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:39.975201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:39.976387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:39.978161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:01:39.979020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:01:39.979856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:39.981043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:01:39.987179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:39.988074] [DEBUG] [MAG       ] BYM: Last date is validated at 2025-11-14
[2025-11-16T05:01:40.088857] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:40.152232] [DEBUG] [MAG       ] NMT: Last date is validated at 2025-11-14
[2025-11-16T05:01:40.153560] [DEBUG] [MAG       ] BYM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:40.183043] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-11-16T05:01:40.183372] [INFO ] [main      ] BLX: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=54.8975%)
[2025-11-16T05:01:40.183687] [INFO ] [main      ] Fetching symbol history for VGM...
[2025-11-16T05:01:40.183805] [DEBUG] [REMOTE    ] VGM: Fetching historical data.
[2025-11-16T05:01:40.184299] [INFO ] [main      ] Progress: 385/472 forecasts completed (81.6%). BLX finished in 0.6s. ETA: 15.2s. Rate: 344.27 forecasts/min
[2025-11-16T05:01:40.198094] [DEBUG] [REMOTE    ] VGM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:40.199417] [DEBUG] [LOCAL     ] Loaded configuration for VGM: 10 features, N/A% accuracy
[2025-11-16T05:01:40.199624] [INFO ] [LOCAL     ] VGM: Loaded 10 optimal features with 38.74% confidence from JSON config
[2025-11-16T05:01:40.199750] [DEBUG] [MAG       ] Building data for symbol: VGM with lookback: 0
[2025-11-16T05:01:40.200724] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:01:40.200860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:40.206021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:40.207095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:40.209598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:40.211439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:40.212829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:40.214728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:40.217601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:40.218813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:40.220911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:01:40.226263] [INFO ] [LOCAL     ] BYM: Saved forecast.
[2025-11-16T05:01:40.226494] [INFO ] [main      ] BYM: Signal=1 (Conf=80.0%), Magnitude=-0.40% (Conf=48.7888%)
[2025-11-16T05:01:40.226965] [INFO ] [main      ] Progress: 386/472 forecasts completed (81.8%). BYM finished in 0.6s. ETA: 15.0s. Rate: 344.95 forecasts/min
[2025-11-16T05:01:40.227168] [INFO ] [main      ] Fetching symbol history for TRTX...
[2025-11-16T05:01:40.227088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:40.227307] [DEBUG] [REMOTE    ] TRTX: Fetching historical data.
[2025-11-16T05:01:40.239334] [DEBUG] [REMOTE    ] TRTX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:40.240361] [DEBUG] [LOCAL     ] Loaded configuration for TRTX: 5 features, N/A% accuracy
[2025-11-16T05:01:40.240487] [INFO ] [LOCAL     ] TRTX: Loaded 5 optimal features with 59.52% confidence from JSON config
[2025-11-16T05:01:40.240585] [DEBUG] [MAG       ] Building data for symbol: TRTX with lookback: 0
[2025-11-16T05:01:40.241448] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:40.241587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:40.246436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:40.247820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:01:40.250868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:01:40.255026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:01:40.256567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:40.317522] [DEBUG] [MAG       ] NMT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:40.340018] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-11-14
[2025-11-16T05:01:40.442951] [INFO ] [LOCAL     ] NMT: Saved forecast.
[2025-11-16T05:01:40.443202] [INFO ] [main      ] NMT: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=41.0831%)
[2025-11-16T05:01:40.443434] [INFO ] [main      ] Fetching symbol history for SHG...
[2025-11-16T05:01:40.443544] [DEBUG] [REMOTE    ] SHG: Fetching historical data.
[2025-11-16T05:01:40.445725] [INFO ] [main      ] Progress: 387/472 forecasts completed (82.0%). NMT finished in 0.6s. ETA: 14.8s. Rate: 344.72 forecasts/min
[2025-11-16T05:01:40.456420] [DEBUG] [REMOTE    ] SHG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:40.457714] [DEBUG] [LOCAL     ] Loaded configuration for SHG: 3 features, N/A% accuracy
[2025-11-16T05:01:40.457835] [INFO ] [LOCAL     ] SHG: Loaded 3 optimal features with 51.08% confidence from JSON config
[2025-11-16T05:01:40.457933] [DEBUG] [MAG       ] Building data for symbol: SHG with lookback: 0
[2025-11-16T05:01:40.458807] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:40.458935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:40.463724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:40.464583] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:40.508136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:40.514109] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:40.578849] [DEBUG] [MAG       ] VGM: Last date is validated at 2025-11-14
[2025-11-16T05:01:40.589884] [DEBUG] [MAG       ] TRTX: Last date is validated at 2025-11-14
[2025-11-16T05:01:40.661992] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-11-16T05:01:40.662305] [INFO ] [main      ] BROS: Signal=1 (Conf=80.0%), Magnitude=-3.30% (Conf=51.0686%)
[2025-11-16T05:01:40.662762] [INFO ] [main      ] Fetching symbol history for SITC...
[2025-11-16T05:01:40.662737] [INFO ] [main      ] Progress: 388/472 forecasts completed (82.2%). BROS finished in 0.7s. ETA: 14.6s. Rate: 344.50 forecasts/min
[2025-11-16T05:01:40.662888] [DEBUG] [REMOTE    ] SITC: Fetching historical data.
[2025-11-16T05:01:40.675212] [DEBUG] [REMOTE    ] SITC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:40.676333] [DEBUG] [LOCAL     ] Loaded configuration for SITC: 6 features, N/A% accuracy
[2025-11-16T05:01:40.676406] [INFO ] [LOCAL     ] SITC: Loaded 6 optimal features with 49.03% confidence from JSON config
[2025-11-16T05:01:40.676510] [DEBUG] [MAG       ] Building data for symbol: SITC with lookback: 0
[2025-11-16T05:01:40.677393] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:40.677481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:40.679268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:40.679887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:40.680302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:40.681258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:40.683714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:40.727349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:40.748371] [DEBUG] [MAG       ] VGM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:40.759139] [DEBUG] [MAG       ] TRTX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:40.829611] [INFO ] [LOCAL     ] VGM: Saved forecast.
[2025-11-16T05:01:40.829777] [INFO ] [main      ] VGM: Signal=1 (Conf=80.0%), Magnitude=0.26% (Conf=38.7352%)
[2025-11-16T05:01:40.830162] [INFO ] [main      ] Fetching symbol history for CUBE...
[2025-11-16T05:01:40.830230] [DEBUG] [REMOTE    ] CUBE: Fetching historical data.
[2025-11-16T05:01:40.830745] [INFO ] [main      ] Progress: 389/472 forecasts completed (82.4%). VGM finished in 0.6s. ETA: 14.5s. Rate: 344.53 forecasts/min
[2025-11-16T05:01:40.831598] [INFO ] [LOCAL     ] TRTX: Saved forecast.
[2025-11-16T05:01:40.831718] [INFO ] [main      ] TRTX: Signal=1 (Conf=80.0%), Magnitude=-0.49% (Conf=59.5208%)
[2025-11-16T05:01:40.832042] [INFO ] [main      ] Fetching symbol history for DLY...
[2025-11-16T05:01:40.832108] [DEBUG] [REMOTE    ] DLY: Fetching historical data.
[2025-11-16T05:01:40.832889] [INFO ] [main      ] Progress: 390/472 forecasts completed (82.6%). TRTX finished in 0.6s. ETA: 14.2s. Rate: 345.40 forecasts/min
[2025-11-16T05:01:40.838165] [DEBUG] [MAG       ] SHG: Last date is validated at 2025-11-14
[2025-11-16T05:01:40.845312] [DEBUG] [REMOTE    ] DLY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:40.846299] [DEBUG] [LOCAL     ] Loaded configuration for DLY: 3 features, N/A% accuracy
[2025-11-16T05:01:40.846399] [INFO ] [LOCAL     ] DLY: Loaded 3 optimal features with 60.67% confidence from JSON config
[2025-11-16T05:01:40.846454] [DEBUG] [MAG       ] Building data for symbol: DLY with lookback: 0
[2025-11-16T05:01:40.846450] [DEBUG] [REMOTE    ] CUBE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:40.847285] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:40.847363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:40.848090] [DEBUG] [LOCAL     ] Loaded configuration for CUBE: 7 features, N/A% accuracy
[2025-11-16T05:01:40.848217] [INFO ] [LOCAL     ] CUBE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-11-16T05:01:40.848316] [DEBUG] [MAG       ] Building data for symbol: CUBE with lookback: 0
[2025-11-16T05:01:40.848566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:01:40.849393] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:40.849530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:40.851392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:40.852039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:40.852502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:40.853602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:40.985798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:40.988259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:41.003787] [DEBUG] [MAG       ] SHG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:41.046703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:41.060989] [DEBUG] [MAG       ] SITC: Last date is validated at 2025-11-14
[2025-11-16T05:01:41.101723] [INFO ] [LOCAL     ] SHG: Saved forecast.
[2025-11-16T05:01:41.101857] [INFO ] [main      ] SHG: Signal=1 (Conf=80.0%), Magnitude=-0.46% (Conf=51.0819%)
[2025-11-16T05:01:41.102043] [INFO ] [main      ] Fetching symbol history for SPIR...
[2025-11-16T05:01:41.102107] [DEBUG] [REMOTE    ] SPIR: Fetching historical data.
[2025-11-16T05:01:41.103767] [INFO ] [main      ] Progress: 391/472 forecasts completed (82.8%). SHG finished in 0.7s. ETA: 14.1s. Rate: 344.91 forecasts/min
[2025-11-16T05:01:41.117541] [DEBUG] [REMOTE    ] SPIR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:41.118624] [DEBUG] [LOCAL     ] Loaded configuration for SPIR: 7 features, N/A% accuracy
[2025-11-16T05:01:41.118765] [INFO ] [LOCAL     ] SPIR: Loaded 7 optimal features with 44.66% confidence from JSON config
[2025-11-16T05:01:41.118862] [DEBUG] [MAG       ] Building data for symbol: SPIR with lookback: 0
[2025-11-16T05:01:41.119737] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:41.119870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:41.121663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:41.122301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:41.122731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:41.136076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:01:41.139839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:41.166100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:41.167450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:41.171855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:01:41.174758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:41.202495] [DEBUG] [MAG       ] DLY: Last date is validated at 2025-11-14
[2025-11-16T05:01:41.231903] [DEBUG] [MAG       ] SITC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:41.308601] [INFO ] [LOCAL     ] SITC: Saved forecast.
[2025-11-16T05:01:41.308915] [INFO ] [main      ] SITC: Signal=1 (Conf=80.0%), Magnitude=-1.39% (Conf=49.0317%)
[2025-11-16T05:01:41.309369] [INFO ] [main      ] Fetching symbol history for RFM...
[2025-11-16T05:01:41.309487] [DEBUG] [REMOTE    ] RFM: Fetching historical data.
[2025-11-16T05:01:41.309766] [INFO ] [main      ] Progress: 392/472 forecasts completed (83.1%). SITC finished in 0.6s. ETA: 13.9s. Rate: 344.75 forecasts/min
[2025-11-16T05:01:41.322030] [DEBUG] [REMOTE    ] RFM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:41.323266] [DEBUG] [LOCAL     ] Loaded configuration for RFM: 7 features, N/A% accuracy
[2025-11-16T05:01:41.323334] [INFO ] [LOCAL     ] RFM: Loaded 7 optimal features with 50.50% confidence from JSON config
[2025-11-16T05:01:41.323379] [DEBUG] [MAG       ] Building data for symbol: RFM with lookback: 0
[2025-11-16T05:01:41.324194] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:41.324275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:41.329129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:41.330983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:41.331470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:41.331885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:41.380568] [DEBUG] [MAG       ] DLY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:41.445657] [INFO ] [LOCAL     ] DLY: Saved forecast.
[2025-11-16T05:01:41.445958] [INFO ] [main      ] DLY: Signal=1 (Conf=80.0%), Magnitude=-0.57% (Conf=60.672%)
[2025-11-16T05:01:41.446520] [INFO ] [main      ] Progress: 393/472 forecasts completed (83.3%). DLY finished in 0.6s. ETA: 13.7s. Rate: 344.94 forecasts/min
[2025-11-16T05:01:41.446780] [INFO ] [main      ] Fetching symbol history for FTK...
[2025-11-16T05:01:41.446893] [DEBUG] [REMOTE    ] FTK: Fetching historical data.
[2025-11-16T05:01:41.458047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:41.460469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:41.461667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:41.461746] [DEBUG] [REMOTE    ] FTK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:41.463023] [DEBUG] [LOCAL     ] Loaded configuration for FTK: 2 features, N/A% accuracy
[2025-11-16T05:01:41.463098] [INFO ] [LOCAL     ] FTK: Loaded 2 optimal features with 54.40% confidence from JSON config
[2025-11-16T05:01:41.463137] [DEBUG] [MAG       ] Building data for symbol: FTK with lookback: 0
[2025-11-16T05:01:41.464037] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:41.464116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:41.469123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:41.471006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:41.492376] [DEBUG] [MAG       ] CUBE: Last date is validated at 2025-11-14
[2025-11-16T05:01:41.508985] [DEBUG] [MAG       ] SPIR: Last date is validated at 2025-11-14
[2025-11-16T05:01:41.674387] [DEBUG] [MAG       ] SPIR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:41.680516] [DEBUG] [MAG       ] CUBE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:41.793558] [DEBUG] [MAG       ] RFM: Last date is validated at 2025-11-14
[2025-11-16T05:01:41.794887] [INFO ] [LOCAL     ] CUBE: Saved forecast.
[2025-11-16T05:01:41.795306] [INFO ] [main      ] CUBE: Signal=1 (Conf=80.0%), Magnitude=-1.80% (Conf=49.7496%)
[2025-11-16T05:01:41.795874] [INFO ] [main      ] Fetching symbol history for UP...
[2025-11-16T05:01:41.796153] [DEBUG] [REMOTE    ] UP: Fetching historical data.
[2025-11-16T05:01:41.797357] [INFO ] [LOCAL     ] SPIR: Saved forecast.
[2025-11-16T05:01:41.797627] [INFO ] [main      ] SPIR: Signal=1 (Conf=80.0%), Magnitude=3.02% (Conf=44.6554%)
[2025-11-16T05:01:41.797734] [INFO ] [main      ] Progress: 394/472 forecasts completed (83.5%). CUBE finished in 1.0s. ETA: 13.6s. Rate: 344.05 forecasts/min
[2025-11-16T05:01:41.797933] [INFO ] [main      ] Fetching symbol history for VNO...
[2025-11-16T05:01:41.798045] [DEBUG] [REMOTE    ] VNO: Fetching historical data.
[2025-11-16T05:01:41.798297] [INFO ] [main      ] Progress: 395/472 forecasts completed (83.7%). SPIR finished in 0.7s. ETA: 13.4s. Rate: 344.92 forecasts/min
[2025-11-16T05:01:41.811544] [DEBUG] [REMOTE    ] VNO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:41.813021] [DEBUG] [LOCAL     ] Loaded configuration for VNO: 7 features, N/A% accuracy
[2025-11-16T05:01:41.813146] [INFO ] [LOCAL     ] VNO: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-11-16T05:01:41.813245] [DEBUG] [MAG       ] Building data for symbol: VNO with lookback: 0
[2025-11-16T05:01:41.814136] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:41.814274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:41.814717] [DEBUG] [REMOTE    ] UP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:41.815747] [DEBUG] [LOCAL     ] Loaded configuration for UP: 9 features, N/A% accuracy
[2025-11-16T05:01:41.815835] [INFO ] [LOCAL     ] UP: Loaded 9 optimal features with 67.71% confidence from JSON config
[2025-11-16T05:01:41.815887] [DEBUG] [MAG       ] Building data for symbol: UP with lookback: 0
[2025-11-16T05:01:41.816883] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:41.816982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:41.819635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:41.820588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:41.821911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:41.822260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:41.823136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:01:41.824293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:41.824876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:41.825322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:41.826312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:41.827859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:01:41.829170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:41.835732] [DEBUG] [MAG       ] FTK: Last date is validated at 2025-11-14
[2025-11-16T05:01:41.871844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:41.873276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:41.874541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:41.875248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:01:41.878249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:41.962020] [DEBUG] [MAG       ] RFM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:42.014628] [DEBUG] [MAG       ] FTK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:42.030364] [INFO ] [LOCAL     ] RFM: Saved forecast.
[2025-11-16T05:01:42.030593] [INFO ] [main      ] RFM: Signal=1 (Conf=80.0%), Magnitude=1.43% (Conf=50.4953%)
[2025-11-16T05:01:42.031053] [INFO ] [main      ] Fetching symbol history for DUK...
[2025-11-16T05:01:42.031171] [DEBUG] [REMOTE    ] DUK: Fetching historical data.
[2025-11-16T05:01:42.031766] [INFO ] [main      ] Progress: 396/472 forecasts completed (83.9%). RFM finished in 0.7s. ETA: 13.2s. Rate: 344.62 forecasts/min
[2025-11-16T05:01:42.044313] [DEBUG] [REMOTE    ] DUK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:42.045526] [DEBUG] [LOCAL     ] Loaded configuration for DUK: 3 features, N/A% accuracy
[2025-11-16T05:01:42.045671] [INFO ] [LOCAL     ] DUK: Loaded 3 optimal features with 63.52% confidence from JSON config
[2025-11-16T05:01:42.045771] [DEBUG] [MAG       ] Building data for symbol: DUK with lookback: 0
[2025-11-16T05:01:42.046635] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:42.046781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:42.051590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:42.052364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:42.053121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:42.104984] [INFO ] [LOCAL     ] FTK: Saved forecast.
[2025-11-16T05:01:42.105296] [INFO ] [main      ] FTK: Signal=1 (Conf=80.0%), Magnitude=6.91% (Conf=54.3954%)
[2025-11-16T05:01:42.105567] [INFO ] [main      ] Fetching symbol history for HLX...
[2025-11-16T05:01:42.105697] [DEBUG] [REMOTE    ] HLX: Fetching historical data.
[2025-11-16T05:01:42.106004] [INFO ] [main      ] Progress: 397/472 forecasts completed (84.1%). FTK finished in 0.7s. ETA: 13.0s. Rate: 345.12 forecasts/min
[2025-11-16T05:01:42.120884] [DEBUG] [REMOTE    ] HLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:42.122060] [DEBUG] [LOCAL     ] Loaded configuration for HLX: 8 features, N/A% accuracy
[2025-11-16T05:01:42.122188] [INFO ] [LOCAL     ] HLX: Loaded 8 optimal features with 59.11% confidence from JSON config
[2025-11-16T05:01:42.122290] [DEBUG] [MAG       ] Building data for symbol: HLX with lookback: 0
[2025-11-16T05:01:42.123402] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:42.123546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:42.128961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:42.130963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:42.131587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:42.132126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:42.133084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:42.135930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:01:42.137089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:01:42.137951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:42.163616] [DEBUG] [MAG       ] VNO: Last date is validated at 2025-11-14
[2025-11-16T05:01:42.223224] [DEBUG] [MAG       ] UP: Last date is validated at 2025-11-14
[2025-11-16T05:01:42.335033] [DEBUG] [MAG       ] VNO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:42.395901] [DEBUG] [MAG       ] UP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:42.400897] [DEBUG] [MAG       ] DUK: Last date is validated at 2025-11-14
[2025-11-16T05:01:42.478054] [INFO ] [LOCAL     ] UP: Saved forecast.
[2025-11-16T05:01:42.478350] [INFO ] [main      ] UP: Signal=1 (Conf=80.0%), Magnitude=-11.21% (Conf=67.7149%)
[2025-11-16T05:01:42.478672] [INFO ] [main      ] Fetching symbol history for CNI...
[2025-11-16T05:01:42.478802] [DEBUG] [REMOTE    ] CNI: Fetching historical data.
[2025-11-16T05:01:42.479766] [INFO ] [main      ] Progress: 398/472 forecasts completed (84.3%). UP finished in 0.7s. ETA: 12.9s. Rate: 344.12 forecasts/min
[2025-11-16T05:01:42.479564] [DEBUG] [MAG       ] HLX: Last date is validated at 2025-11-14
[2025-11-16T05:01:42.494096] [DEBUG] [REMOTE    ] CNI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:42.495426] [DEBUG] [LOCAL     ] Loaded configuration for CNI: 6 features, N/A% accuracy
[2025-11-16T05:01:42.495563] [INFO ] [LOCAL     ] CNI: Loaded 6 optimal features with 71.92% confidence from JSON config
[2025-11-16T05:01:42.495687] [DEBUG] [MAG       ] Building data for symbol: CNI with lookback: 0
[2025-11-16T05:01:42.496759] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:42.496897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:42.502236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:42.504248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:42.504896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:42.505432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:42.505936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:01:42.506773] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:42.567942] [INFO ] [LOCAL     ] VNO: Saved forecast.
[2025-11-16T05:01:42.568203] [INFO ] [main      ] VNO: Signal=1 (Conf=80.0%), Magnitude=-5.55% (Conf=47.1196%)
[2025-11-16T05:01:42.568669] [INFO ] [main      ] Progress: 399/472 forecasts completed (84.5%). VNO finished in 0.8s. ETA: 12.7s. Rate: 344.55 forecasts/min
[2025-11-16T05:01:42.568862] [INFO ] [main      ] Fetching symbol history for ATO...
[2025-11-16T05:01:42.568965] [DEBUG] [REMOTE    ] ATO: Fetching historical data.
[2025-11-16T05:01:42.569360] [DEBUG] [MAG       ] DUK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:42.581939] [DEBUG] [REMOTE    ] ATO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:42.582866] [DEBUG] [LOCAL     ] Loaded configuration for ATO: 8 features, N/A% accuracy
[2025-11-16T05:01:42.582936] [INFO ] [LOCAL     ] ATO: Loaded 8 optimal features with 45.46% confidence from JSON config
[2025-11-16T05:01:42.582973] [DEBUG] [MAG       ] Building data for symbol: ATO with lookback: 0
[2025-11-16T05:01:42.583906] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:42.583984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:42.588937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:42.590749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:42.591239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:42.591634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:42.592450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:42.593307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:42.594971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:01:42.596589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:42.655455] [DEBUG] [MAG       ] HLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:42.681853] [INFO ] [LOCAL     ] DUK: Saved forecast.
[2025-11-16T05:01:42.682084] [INFO ] [main      ] DUK: Signal=1 (Conf=80.0%), Magnitude=0.95% (Conf=63.5238%)
[2025-11-16T05:01:42.682653] [INFO ] [main      ] Fetching symbol history for EOT...
[2025-11-16T05:01:42.682781] [DEBUG] [REMOTE    ] EOT: Fetching historical data.
[2025-11-16T05:01:42.682757] [INFO ] [main      ] Progress: 400/472 forecasts completed (84.7%). DUK finished in 0.7s. ETA: 12.5s. Rate: 344.84 forecasts/min
[2025-11-16T05:01:42.695624] [DEBUG] [REMOTE    ] EOT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:42.696737] [DEBUG] [LOCAL     ] Loaded configuration for EOT: 6 features, N/A% accuracy
[2025-11-16T05:01:42.696862] [INFO ] [LOCAL     ] EOT: Loaded 6 optimal features with 52.61% confidence from JSON config
[2025-11-16T05:01:42.696958] [DEBUG] [MAG       ] Building data for symbol: EOT with lookback: 0
[2025-11-16T05:01:42.697837] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:42.697970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:42.699750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:42.700339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:42.701329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:42.738767] [INFO ] [LOCAL     ] HLX: Saved forecast.
[2025-11-16T05:01:42.739076] [INFO ] [main      ] HLX: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=59.1141%)
[2025-11-16T05:01:42.739618] [INFO ] [main      ] Fetching symbol history for EVR...
[2025-11-16T05:01:42.739761] [DEBUG] [REMOTE    ] EVR: Fetching historical data.
[2025-11-16T05:01:42.740761] [INFO ] [main      ] Progress: 401/472 forecasts completed (85.0%). HLX finished in 0.6s. ETA: 12.3s. Rate: 345.42 forecasts/min
[2025-11-16T05:01:42.755315] [DEBUG] [REMOTE    ] EVR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:42.760263] [DEBUG] [LOCAL     ] Loaded configuration for EVR: 3 features, N/A% accuracy
[2025-11-16T05:01:42.760406] [INFO ] [LOCAL     ] EVR: Loaded 3 optimal features with 49.91% confidence from JSON config
[2025-11-16T05:01:42.760509] [DEBUG] [MAG       ] Building data for symbol: EVR with lookback: 0
[2025-11-16T05:01:42.761593] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:42.761771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:42.764462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:42.833975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:42.835587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:42.837801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:42.851720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:01:42.853990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:42.872705] [DEBUG] [MAG       ] CNI: Last date is validated at 2025-11-14
[2025-11-16T05:01:42.947497] [DEBUG] [MAG       ] ATO: Last date is validated at 2025-11-14
[2025-11-16T05:01:43.049506] [DEBUG] [MAG       ] CNI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:43.111291] [DEBUG] [MAG       ] ATO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:43.166871] [INFO ] [LOCAL     ] CNI: Saved forecast.
[2025-11-16T05:01:43.167213] [INFO ] [main      ] CNI: Signal=1 (Conf=80.0%), Magnitude=-1.13% (Conf=71.9214%)
[2025-11-16T05:01:43.167480] [INFO ] [main      ] Fetching symbol history for ESRT...
[2025-11-16T05:01:43.167603] [DEBUG] [REMOTE    ] ESRT: Fetching historical data.
[2025-11-16T05:01:43.168116] [INFO ] [main      ] Progress: 402/472 forecasts completed (85.2%). CNI finished in 0.7s. ETA: 12.2s. Rate: 344.17 forecasts/min
[2025-11-16T05:01:43.171840] [DEBUG] [MAG       ] EOT: Last date is validated at 2025-11-14
[2025-11-16T05:01:43.183711] [DEBUG] [REMOTE    ] ESRT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:43.184887] [DEBUG] [LOCAL     ] Loaded configuration for ESRT: 8 features, N/A% accuracy
[2025-11-16T05:01:43.185013] [INFO ] [LOCAL     ] ESRT: Loaded 8 optimal features with 52.50% confidence from JSON config
[2025-11-16T05:01:43.185116] [DEBUG] [MAG       ] Building data for symbol: ESRT with lookback: 0
[2025-11-16T05:01:43.186193] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:43.186457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:43.192221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:43.196341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:43.203395] [DEBUG] [MAG       ] EVR: Last date is validated at 2025-11-14
[2025-11-16T05:01:43.235340] [INFO ] [LOCAL     ] ATO: Saved forecast.
[2025-11-16T05:01:43.235577] [INFO ] [main      ] ATO: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=45.4619%)
[2025-11-16T05:01:43.235826] [INFO ] [main      ] Fetching symbol history for CALX...
[2025-11-16T05:01:43.235936] [DEBUG] [REMOTE    ] CALX: Fetching historical data.
[2025-11-16T05:01:43.237255] [INFO ] [main      ] Progress: 403/472 forecasts completed (85.4%). ATO finished in 0.7s. ETA: 12.0s. Rate: 344.68 forecasts/min
[2025-11-16T05:01:43.248284] [DEBUG] [REMOTE    ] CALX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:43.249757] [DEBUG] [LOCAL     ] Loaded configuration for CALX: 3 features, N/A% accuracy
[2025-11-16T05:01:43.249881] [INFO ] [LOCAL     ] CALX: Loaded 3 optimal features with 47.75% confidence from JSON config
[2025-11-16T05:01:43.249978] [DEBUG] [MAG       ] Building data for symbol: CALX with lookback: 0
[2025-11-16T05:01:43.250838] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:43.250968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:43.251768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:43.252749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:01:43.257948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:43.258446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:43.259525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:43.261613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:43.262226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:43.263514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:43.265918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:43.345556] [DEBUG] [MAG       ] EOT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:43.378876] [DEBUG] [MAG       ] EVR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:43.413604] [INFO ] [LOCAL     ] EOT: Saved forecast.
[2025-11-16T05:01:43.413906] [INFO ] [main      ] EOT: Signal=1 (Conf=80.0%), Magnitude=-0.19% (Conf=52.6056%)
[2025-11-16T05:01:43.414352] [INFO ] [main      ] Fetching symbol history for REXR...
[2025-11-16T05:01:43.414473] [DEBUG] [REMOTE    ] REXR: Fetching historical data.
[2025-11-16T05:01:43.414532] [INFO ] [main      ] Progress: 404/472 forecasts completed (85.6%). EOT finished in 0.7s. ETA: 11.8s. Rate: 344.67 forecasts/min
[2025-11-16T05:01:43.427883] [DEBUG] [REMOTE    ] REXR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:43.428886] [DEBUG] [LOCAL     ] Loaded configuration for REXR: 1 features, N/A% accuracy
[2025-11-16T05:01:43.429009] [INFO ] [LOCAL     ] REXR: Loaded 1 optimal features with 51.62% confidence from JSON config
[2025-11-16T05:01:43.429108] [DEBUG] [MAG       ] Building data for symbol: REXR with lookback: 0
[2025-11-16T05:01:43.429967] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:43.430095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:01:43.433110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:43.545887] [INFO ] [LOCAL     ] EVR: Saved forecast.
[2025-11-16T05:01:43.546037] [INFO ] [main      ] EVR: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=49.9099%)
[2025-11-16T05:01:43.546681] [INFO ] [main      ] Fetching symbol history for BNY...
[2025-11-16T05:01:43.546757] [DEBUG] [REMOTE    ] BNY: Fetching historical data.
[2025-11-16T05:01:43.546772] [INFO ] [main      ] Progress: 405/472 forecasts completed (85.8%). EVR finished in 0.8s. ETA: 11.7s. Rate: 344.87 forecasts/min
[2025-11-16T05:01:43.560794] [DEBUG] [REMOTE    ] BNY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:43.561954] [DEBUG] [LOCAL     ] Loaded configuration for BNY: 6 features, N/A% accuracy
[2025-11-16T05:01:43.562030] [INFO ] [LOCAL     ] BNY: Loaded 6 optimal features with 43.47% confidence from JSON config
[2025-11-16T05:01:43.562071] [DEBUG] [MAG       ] Building data for symbol: BNY with lookback: 0
[2025-11-16T05:01:43.563014] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:43.563096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:43.568196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:43.569103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:43.570017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:01:43.571548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:01:43.572879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:43.574694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:43.592910] [DEBUG] [MAG       ] CALX: Last date is validated at 2025-11-14
[2025-11-16T05:01:43.613151] [DEBUG] [MAG       ] ESRT: Last date is validated at 2025-11-14
[2025-11-16T05:01:43.757547] [DEBUG] [MAG       ] CALX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:43.774871] [DEBUG] [MAG       ] REXR: Last date is validated at 2025-11-14
[2025-11-16T05:01:43.785549] [DEBUG] [MAG       ] ESRT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:43.864407] [INFO ] [LOCAL     ] CALX: Saved forecast.
[2025-11-16T05:01:43.864673] [INFO ] [main      ] CALX: Signal=1 (Conf=80.0%), Magnitude=-0.97% (Conf=47.7451%)
[2025-11-16T05:01:43.865095] [INFO ] [main      ] Fetching symbol history for GCO...
[2025-11-16T05:01:43.865210] [DEBUG] [REMOTE    ] GCO: Fetching historical data.
[2025-11-16T05:01:43.866247] [INFO ] [main      ] Progress: 406/472 forecasts completed (86.0%). CALX finished in 0.6s. ETA: 11.5s. Rate: 344.16 forecasts/min
[2025-11-16T05:01:43.868635] [INFO ] [LOCAL     ] ESRT: Saved forecast.
[2025-11-16T05:01:43.868972] [INFO ] [main      ] ESRT: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=52.4998%)
[2025-11-16T05:01:43.869280] [INFO ] [main      ] Fetching symbol history for FLC...
[2025-11-16T05:01:43.869422] [DEBUG] [REMOTE    ] FLC: Fetching historical data.
[2025-11-16T05:01:43.869526] [INFO ] [main      ] Progress: 407/472 forecasts completed (86.2%). ESRT finished in 0.7s. ETA: 11.3s. Rate: 345.00 forecasts/min
[2025-11-16T05:01:43.878123] [DEBUG] [REMOTE    ] GCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:43.879213] [DEBUG] [LOCAL     ] Loaded configuration for GCO: 1 features, N/A% accuracy
[2025-11-16T05:01:43.879336] [INFO ] [LOCAL     ] GCO: Loaded 1 optimal features with 51.67% confidence from JSON config
[2025-11-16T05:01:43.879434] [DEBUG] [MAG       ] Building data for symbol: GCO with lookback: 0
[2025-11-16T05:01:43.880288] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:43.880420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:43.885606] [DEBUG] [REMOTE    ] FLC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:43.886955] [DEBUG] [LOCAL     ] Loaded configuration for FLC: 4 features, N/A% accuracy
[2025-11-16T05:01:43.887092] [INFO ] [LOCAL     ] FLC: Loaded 4 optimal features with 45.25% confidence from JSON config
[2025-11-16T05:01:43.887192] [DEBUG] [MAG       ] Building data for symbol: FLC with lookback: 0
[2025-11-16T05:01:43.888388] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:43.888529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:43.890517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:43.891207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:43.891760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:43.912050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:43.923784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:43.931572] [DEBUG] [MAG       ] BNY: Last date is validated at 2025-11-14
[2025-11-16T05:01:43.946631] [DEBUG] [MAG       ] REXR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:44.040588] [INFO ] [LOCAL     ] REXR: Saved forecast.
[2025-11-16T05:01:44.040938] [INFO ] [main      ] REXR: Signal=1 (Conf=80.0%), Magnitude=-1.92% (Conf=51.6153%)
[2025-11-16T05:01:44.041400] [INFO ] [main      ] Fetching symbol history for GFF...
[2025-11-16T05:01:44.041519] [DEBUG] [REMOTE    ] GFF: Fetching historical data.
[2025-11-16T05:01:44.041565] [INFO ] [main      ] Progress: 408/472 forecasts completed (86.4%). REXR finished in 0.6s. ETA: 11.1s. Rate: 345.00 forecasts/min
[2025-11-16T05:01:44.054450] [DEBUG] [REMOTE    ] GFF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:44.055520] [DEBUG] [LOCAL     ] Loaded configuration for GFF: 2 features, N/A% accuracy
[2025-11-16T05:01:44.055590] [INFO ] [LOCAL     ] GFF: Loaded 2 optimal features with 40.44% confidence from JSON config
[2025-11-16T05:01:44.055628] [DEBUG] [MAG       ] Building data for symbol: GFF with lookback: 0
[2025-11-16T05:01:44.056454] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:44.056529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:44.061343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:44.062327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:44.114390] [DEBUG] [MAG       ] BNY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:44.194019] [INFO ] [LOCAL     ] BNY: Saved forecast.
[2025-11-16T05:01:44.194138] [INFO ] [main      ] BNY: Signal=1 (Conf=80.0%), Magnitude=-0.13% (Conf=43.4699%)
[2025-11-16T05:01:44.194688] [INFO ] [main      ] Fetching symbol history for MFC...
[2025-11-16T05:01:44.194761] [DEBUG] [REMOTE    ] MFC: Fetching historical data.
[2025-11-16T05:01:44.196721] [INFO ] [main      ] Progress: 409/472 forecasts completed (86.7%). BNY finished in 0.6s. ETA: 11.0s. Rate: 345.10 forecasts/min
[2025-11-16T05:01:44.210518] [DEBUG] [REMOTE    ] MFC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:44.211932] [DEBUG] [LOCAL     ] Loaded configuration for MFC: 1 features, N/A% accuracy
[2025-11-16T05:01:44.212024] [INFO ] [LOCAL     ] MFC: Loaded 1 optimal features with 66.66% confidence from JSON config
[2025-11-16T05:01:44.212074] [DEBUG] [MAG       ] Building data for symbol: MFC with lookback: 0
[2025-11-16T05:01:44.213004] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:44.213096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:44.218175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:44.255144] [DEBUG] [MAG       ] GCO: Last date is validated at 2025-11-14
[2025-11-16T05:01:44.266266] [DEBUG] [MAG       ] FLC: Last date is validated at 2025-11-14
[2025-11-16T05:01:44.401747] [DEBUG] [MAG       ] GFF: Last date is validated at 2025-11-14
[2025-11-16T05:01:44.420950] [DEBUG] [MAG       ] GCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:44.447872] [DEBUG] [MAG       ] FLC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:44.526996] [INFO ] [LOCAL     ] GCO: Saved forecast.
[2025-11-16T05:01:44.527101] [INFO ] [main      ] GCO: Signal=1 (Conf=80.0%), Magnitude=-1.92% (Conf=51.6691%)
[2025-11-16T05:01:44.527280] [INFO ] [main      ] Fetching symbol history for VST...
[2025-11-16T05:01:44.527354] [DEBUG] [REMOTE    ] VST: Fetching historical data.
[2025-11-16T05:01:44.528181] [INFO ] [main      ] Progress: 410/472 forecasts completed (86.9%). GCO finished in 0.7s. ETA: 10.8s. Rate: 344.33 forecasts/min
[2025-11-16T05:01:44.531858] [INFO ] [LOCAL     ] FLC: Saved forecast.
[2025-11-16T05:01:44.532109] [INFO ] [main      ] FLC: Signal=1 (Conf=80.0%), Magnitude=-0.21% (Conf=45.2461%)
[2025-11-16T05:01:44.532423] [INFO ] [main      ] Fetching symbol history for NRDY...
[2025-11-16T05:01:44.532545] [DEBUG] [REMOTE    ] NRDY: Fetching historical data.
[2025-11-16T05:01:44.532837] [INFO ] [main      ] Progress: 411/472 forecasts completed (87.1%). FLC finished in 0.7s. ETA: 10.6s. Rate: 345.15 forecasts/min
[2025-11-16T05:01:44.541499] [DEBUG] [REMOTE    ] VST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:44.543097] [DEBUG] [LOCAL     ] Loaded configuration for VST: 6 features, N/A% accuracy
[2025-11-16T05:01:44.543339] [INFO ] [LOCAL     ] VST: Loaded 6 optimal features with 73.85% confidence from JSON config
[2025-11-16T05:01:44.543526] [DEBUG] [MAG       ] Building data for symbol: VST with lookback: 0
[2025-11-16T05:01:44.544507] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:44.544661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:01:44.546691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:44.547518] [DEBUG] [REMOTE    ] NRDY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:44.548554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:44.549154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:44.549208] [DEBUG] [LOCAL     ] Loaded configuration for NRDY: 8 features, N/A% accuracy
[2025-11-16T05:01:44.549362] [INFO ] [LOCAL     ] NRDY: Loaded 8 optimal features with 44.84% confidence from JSON config
[2025-11-16T05:01:44.549463] [DEBUG] [MAG       ] Building data for symbol: NRDY with lookback: 0
[2025-11-16T05:01:44.550306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:44.550519] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:44.550703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:44.552387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:01:44.555957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:44.558113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:44.558186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:44.558836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:44.559325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:44.560162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:44.568129] [DEBUG] [MAG       ] MFC: Last date is validated at 2025-11-14
[2025-11-16T05:01:44.569303] [DEBUG] [MAG       ] GFF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:44.683549] [INFO ] [LOCAL     ] GFF: Saved forecast.
[2025-11-16T05:01:44.683847] [INFO ] [main      ] GFF: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=40.4384%)
[2025-11-16T05:01:44.684286] [INFO ] [main      ] Fetching symbol history for L...
[2025-11-16T05:01:44.684400] [DEBUG] [REMOTE    ] L: Fetching historical data.
[2025-11-16T05:01:44.684485] [INFO ] [main      ] Progress: 412/472 forecasts completed (87.3%). GFF finished in 0.6s. ETA: 10.4s. Rate: 345.26 forecasts/min
[2025-11-16T05:01:44.691066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:44.694951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:01:44.697763] [DEBUG] [REMOTE    ] L: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:44.698609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:44.698768] [DEBUG] [LOCAL     ] Loaded configuration for L: 5 features, N/A% accuracy
[2025-11-16T05:01:44.698856] [INFO ] [LOCAL     ] L: Loaded 5 optimal features with 67.19% confidence from JSON config
[2025-11-16T05:01:44.698911] [DEBUG] [MAG       ] Building data for symbol: L with lookback: 0
[2025-11-16T05:01:44.699813] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:44.699890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:44.701619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:44.702198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:44.702596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:44.704277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:44.740698] [DEBUG] [MAG       ] MFC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:44.762792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:44.829554] [INFO ] [LOCAL     ] MFC: Saved forecast.
[2025-11-16T05:01:44.829686] [INFO ] [main      ] MFC: Signal=1 (Conf=80.0%), Magnitude=2.03% (Conf=66.6621%)
[2025-11-16T05:01:44.830298] [INFO ] [main      ] Fetching symbol history for CRC...
[2025-11-16T05:01:44.830523] [DEBUG] [REMOTE    ] CRC: Fetching historical data.
[2025-11-16T05:01:44.830760] [INFO ] [main      ] Progress: 413/472 forecasts completed (87.5%). MFC finished in 0.6s. ETA: 10.2s. Rate: 345.39 forecasts/min
[2025-11-16T05:01:44.848216] [DEBUG] [REMOTE    ] CRC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:44.849547] [DEBUG] [LOCAL     ] Loaded configuration for CRC: 10 features, N/A% accuracy
[2025-11-16T05:01:44.849691] [INFO ] [LOCAL     ] CRC: Loaded 10 optimal features with 52.36% confidence from JSON config
[2025-11-16T05:01:44.849792] [DEBUG] [MAG       ] Building data for symbol: CRC with lookback: 0
[2025-11-16T05:01:44.850804] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:01:44.850943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:44.852764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:44.900035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:44.900804] [DEBUG] [MAG       ] VST: Last date is validated at 2025-11-14
[2025-11-16T05:01:44.989920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:44.991919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:44.992734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:44.993908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:44.995952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:44.996606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:44.997916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:45.000187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:45.077200] [DEBUG] [MAG       ] VST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:45.103777] [DEBUG] [MAG       ] L: Last date is validated at 2025-11-14
[2025-11-16T05:01:45.118370] [DEBUG] [MAG       ] NRDY: Last date is validated at 2025-11-14
[2025-11-16T05:01:45.249219] [INFO ] [LOCAL     ] VST: Saved forecast.
[2025-11-16T05:01:45.249478] [INFO ] [main      ] VST: Signal=1 (Conf=80.0%), Magnitude=3.15% (Conf=73.8481%)
[2025-11-16T05:01:45.249738] [INFO ] [main      ] Fetching symbol history for NAZ...
[2025-11-16T05:01:45.249849] [DEBUG] [REMOTE    ] NAZ: Fetching historical data.
[2025-11-16T05:01:45.250618] [INFO ] [main      ] Progress: 414/472 forecasts completed (87.7%). VST finished in 0.7s. ETA: 10.1s. Rate: 344.21 forecasts/min
[2025-11-16T05:01:45.262692] [DEBUG] [REMOTE    ] NAZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:45.264036] [DEBUG] [LOCAL     ] Loaded configuration for NAZ: 11 features, N/A% accuracy
[2025-11-16T05:01:45.264161] [INFO ] [LOCAL     ] NAZ: Loaded 11 optimal features with 46.24% confidence from JSON config
[2025-11-16T05:01:45.264262] [DEBUG] [MAG       ] Building data for symbol: NAZ with lookback: 0
[2025-11-16T05:01:45.265156] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:01:45.265294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:45.270231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:45.271204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:45.272170] [DEBUG] [MAG       ] L: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:45.293356] [DEBUG] [MAG       ] NRDY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:45.352990] [DEBUG] [MAG       ] CRC: Last date is validated at 2025-11-14
[2025-11-16T05:01:45.364756] [INFO ] [LOCAL     ] NRDY: Saved forecast.
[2025-11-16T05:01:45.365050] [INFO ] [main      ] NRDY: Signal=1 (Conf=80.0%), Magnitude=-0.28% (Conf=44.8398%)
[2025-11-16T05:01:45.365352] [INFO ] [main      ] Fetching symbol history for FINS...
[2025-11-16T05:01:45.365476] [DEBUG] [REMOTE    ] FINS: Fetching historical data.
[2025-11-16T05:01:45.366758] [INFO ] [main      ] Progress: 415/472 forecasts completed (87.9%). NRDY finished in 0.8s. ETA: 9.9s. Rate: 344.49 forecasts/min
[2025-11-16T05:01:45.378867] [INFO ] [LOCAL     ] L: Saved forecast.
[2025-11-16T05:01:45.379130] [INFO ] [main      ] L: Signal=1 (Conf=80.0%), Magnitude=-0.32% (Conf=67.1894%)
[2025-11-16T05:01:45.379696] [INFO ] [main      ] Progress: 416/472 forecasts completed (88.1%). L finished in 0.7s. ETA: 9.7s. Rate: 345.26 forecasts/min
[2025-11-16T05:01:45.379623] [INFO ] [main      ] Fetching symbol history for MSD...
[2025-11-16T05:01:45.379807] [DEBUG] [REMOTE    ] MSD: Fetching historical data.
[2025-11-16T05:01:45.380850] [DEBUG] [REMOTE    ] FINS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:45.383156] [DEBUG] [LOCAL     ] Loaded configuration for FINS: 4 features, N/A% accuracy
[2025-11-16T05:01:45.383247] [INFO ] [LOCAL     ] FINS: Loaded 4 optimal features with 44.43% confidence from JSON config
[2025-11-16T05:01:45.383299] [DEBUG] [MAG       ] Building data for symbol: FINS with lookback: 0
[2025-11-16T05:01:45.384272] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:45.384370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:45.389935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:45.392238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:45.392485] [DEBUG] [REMOTE    ] MSD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:45.392836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:45.393603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:45.393620] [DEBUG] [LOCAL     ] Loaded configuration for MSD: 6 features, N/A% accuracy
[2025-11-16T05:01:45.393709] [INFO ] [LOCAL     ] MSD: Loaded 6 optimal features with 46.31% confidence from JSON config
[2025-11-16T05:01:45.393761] [DEBUG] [MAG       ] Building data for symbol: MSD with lookback: 0
[2025-11-16T05:01:45.394548] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:45.394618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:45.395628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:45.396766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:45.400095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:45.401894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:45.402395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:45.403587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:45.405678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:45.482483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:45.484748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:45.485884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:01:45.486757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:45.488677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:45.489254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:45.490410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:45.492487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:45.534396] [DEBUG] [MAG       ] CRC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:45.655056] [INFO ] [LOCAL     ] CRC: Saved forecast.
[2025-11-16T05:01:45.655172] [INFO ] [main      ] CRC: Signal=1 (Conf=80.0%), Magnitude=-0.38% (Conf=52.3561%)
[2025-11-16T05:01:45.655658] [INFO ] [main      ] Fetching symbol history for UNH...
[2025-11-16T05:01:45.655731] [DEBUG] [REMOTE    ] UNH: Fetching historical data.
[2025-11-16T05:01:45.657746] [INFO ] [main      ] Progress: 417/472 forecasts completed (88.3%). CRC finished in 0.8s. ETA: 9.6s. Rate: 344.76 forecasts/min
[2025-11-16T05:01:45.672032] [DEBUG] [REMOTE    ] UNH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:45.673180] [DEBUG] [LOCAL     ] Loaded configuration for UNH: 1 features, N/A% accuracy
[2025-11-16T05:01:45.673250] [INFO ] [LOCAL     ] UNH: Loaded 1 optimal features with 53.45% confidence from JSON config
[2025-11-16T05:01:45.673287] [DEBUG] [MAG       ] Building data for symbol: UNH with lookback: 0
[2025-11-16T05:01:45.674179] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:45.674272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:45.720317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:45.741219] [DEBUG] [MAG       ] MSD: Last date is validated at 2025-11-14
[2025-11-16T05:01:45.741487] [DEBUG] [MAG       ] FINS: Last date is validated at 2025-11-14
[2025-11-16T05:01:45.832557] [DEBUG] [MAG       ] NAZ: Last date is validated at 2025-11-14
[2025-11-16T05:01:45.907539] [DEBUG] [MAG       ] MSD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:45.909707] [DEBUG] [MAG       ] FINS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:45.974026] [INFO ] [LOCAL     ] MSD: Saved forecast.
[2025-11-16T05:01:45.974292] [INFO ] [main      ] MSD: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=46.3095%)
[2025-11-16T05:01:45.974808] [INFO ] [main      ] Fetching symbol history for TGT...
[2025-11-16T05:01:45.974949] [DEBUG] [REMOTE    ] TGT: Fetching historical data.
[2025-11-16T05:01:45.974999] [INFO ] [main      ] Progress: 418/472 forecasts completed (88.6%). MSD finished in 0.6s. ETA: 9.4s. Rate: 344.08 forecasts/min
[2025-11-16T05:01:45.977900] [INFO ] [LOCAL     ] FINS: Saved forecast.
[2025-11-16T05:01:45.978148] [INFO ] [main      ] FINS: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=44.4293%)
[2025-11-16T05:01:45.978379] [INFO ] [main      ] Fetching symbol history for EMR...
[2025-11-16T05:01:45.978491] [DEBUG] [REMOTE    ] EMR: Fetching historical data.
[2025-11-16T05:01:45.978691] [INFO ] [main      ] Progress: 419/472 forecasts completed (88.8%). FINS finished in 0.6s. ETA: 9.2s. Rate: 344.89 forecasts/min
[2025-11-16T05:01:45.989513] [DEBUG] [REMOTE    ] TGT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:45.990492] [DEBUG] [LOCAL     ] Loaded configuration for TGT: 3 features, N/A% accuracy
[2025-11-16T05:01:45.990620] [INFO ] [LOCAL     ] TGT: Loaded 3 optimal features with 48.97% confidence from JSON config
[2025-11-16T05:01:45.990742] [DEBUG] [MAG       ] Building data for symbol: TGT with lookback: 0
[2025-11-16T05:01:45.991582] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:45.991736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:45.992819] [DEBUG] [REMOTE    ] EMR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:45.993617] [DEBUG] [LOCAL     ] Loaded configuration for EMR: 5 features, N/A% accuracy
[2025-11-16T05:01:45.993699] [INFO ] [LOCAL     ] EMR: Loaded 5 optimal features with 63.97% confidence from JSON config
[2025-11-16T05:01:45.993746] [DEBUG] [MAG       ] Building data for symbol: EMR with lookback: 0
[2025-11-16T05:01:45.994336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:45.994519] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:45.994596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:45.995306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:45.996509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:45.997256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:01:45.998032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:45.999499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:46.000820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:01:46.003587] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:46.004599] [DEBUG] [MAG       ] NAZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:46.077602] [INFO ] [LOCAL     ] NAZ: Saved forecast.
[2025-11-16T05:01:46.077731] [INFO ] [main      ] NAZ: Signal=1 (Conf=80.0%), Magnitude=0.07% (Conf=46.2429%)
[2025-11-16T05:01:46.078126] [INFO ] [main      ] Progress: 420/472 forecasts completed (89.0%). NAZ finished in 0.8s. ETA: 9.0s. Rate: 345.24 forecasts/min
[2025-11-16T05:01:46.078266] [INFO ] [main      ] Fetching symbol history for TYL...
[2025-11-16T05:01:46.078315] [DEBUG] [REMOTE    ] TYL: Fetching historical data.
[2025-11-16T05:01:46.090587] [DEBUG] [REMOTE    ] TYL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:46.091597] [DEBUG] [LOCAL     ] Loaded configuration for TYL: 2 features, N/A% accuracy
[2025-11-16T05:01:46.091681] [INFO ] [LOCAL     ] TYL: Loaded 2 optimal features with 49.76% confidence from JSON config
[2025-11-16T05:01:46.091737] [DEBUG] [MAG       ] Building data for symbol: TYL with lookback: 0
[2025-11-16T05:01:46.092534] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:46.092609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:46.136308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:46.137428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:46.177424] [DEBUG] [MAG       ] UNH: Last date is validated at 2025-11-14
[2025-11-16T05:01:46.341029] [DEBUG] [MAG       ] EMR: Last date is validated at 2025-11-14
[2025-11-16T05:01:46.345765] [DEBUG] [MAG       ] TGT: Last date is validated at 2025-11-14
[2025-11-16T05:01:46.355124] [DEBUG] [MAG       ] UNH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:46.471167] [DEBUG] [MAG       ] TYL: Last date is validated at 2025-11-14
[2025-11-16T05:01:46.510252] [DEBUG] [MAG       ] TGT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:46.520403] [DEBUG] [MAG       ] EMR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:46.583112] [INFO ] [LOCAL     ] UNH: Saved forecast.
[2025-11-16T05:01:46.583463] [INFO ] [main      ] UNH: Signal=1 (Conf=80.0%), Magnitude=-4.58% (Conf=53.4519%)
[2025-11-16T05:01:46.584261] [INFO ] [main      ] Fetching symbol history for RM...
[2025-11-16T05:01:46.584412] [DEBUG] [REMOTE    ] RM: Fetching historical data.
[2025-11-16T05:01:46.584745] [INFO ] [main      ] Progress: 421/472 forecasts completed (89.2%). UNH finished in 0.9s. ETA: 8.9s. Rate: 343.68 forecasts/min
[2025-11-16T05:01:46.600319] [DEBUG] [REMOTE    ] RM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:46.601794] [DEBUG] [LOCAL     ] Loaded configuration for RM: 7 features, N/A% accuracy
[2025-11-16T05:01:46.601927] [INFO ] [LOCAL     ] RM: Loaded 7 optimal features with 51.80% confidence from JSON config
[2025-11-16T05:01:46.602032] [DEBUG] [MAG       ] Building data for symbol: RM with lookback: 0
[2025-11-16T05:01:46.603325] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:46.603484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:46.609802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:46.612409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:46.613169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:46.613768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:46.614309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:46.638373] [DEBUG] [MAG       ] TYL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:46.658758] [INFO ] [LOCAL     ] EMR: Saved forecast.
[2025-11-16T05:01:46.659035] [INFO ] [main      ] EMR: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=63.9663%)
[2025-11-16T05:01:46.659280] [INFO ] [main      ] Fetching symbol history for HAE...
[2025-11-16T05:01:46.659396] [DEBUG] [REMOTE    ] HAE: Fetching historical data.
[2025-11-16T05:01:46.660757] [INFO ] [main      ] Progress: 422/472 forecasts completed (89.4%). EMR finished in 0.7s. ETA: 8.7s. Rate: 344.14 forecasts/min
[2025-11-16T05:01:46.672166] [DEBUG] [REMOTE    ] HAE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:46.673261] [DEBUG] [LOCAL     ] Loaded configuration for HAE: 3 features, N/A% accuracy
[2025-11-16T05:01:46.673382] [INFO ] [LOCAL     ] HAE: Loaded 3 optimal features with 42.39% confidence from JSON config
[2025-11-16T05:01:46.673479] [DEBUG] [MAG       ] Building data for symbol: HAE with lookback: 0
[2025-11-16T05:01:46.674332] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:46.674461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:46.676254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:46.676865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:46.677343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:46.679781] [INFO ] [LOCAL     ] TGT: Saved forecast.
[2025-11-16T05:01:46.680008] [INFO ] [main      ] TGT: Signal=1 (Conf=80.0%), Magnitude=-2.25% (Conf=48.9683%)
[2025-11-16T05:01:46.680234] [INFO ] [main      ] Fetching symbol history for THW...
[2025-11-16T05:01:46.680344] [DEBUG] [REMOTE    ] THW: Fetching historical data.
[2025-11-16T05:01:46.681103] [INFO ] [main      ] Progress: 423/472 forecasts completed (89.6%). TGT finished in 0.7s. ETA: 8.5s. Rate: 344.86 forecasts/min
[2025-11-16T05:01:46.692701] [DEBUG] [REMOTE    ] THW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:46.693994] [DEBUG] [LOCAL     ] Loaded configuration for THW: 5 features, N/A% accuracy
[2025-11-16T05:01:46.694075] [INFO ] [LOCAL     ] THW: Loaded 5 optimal features with 44.72% confidence from JSON config
[2025-11-16T05:01:46.694137] [DEBUG] [MAG       ] Building data for symbol: THW with lookback: 0
[2025-11-16T05:01:46.694957] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:46.695136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:46.696959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:46.697537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:46.698027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:01:46.699399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:46.700104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:46.716436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:46.717830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:46.797687] [INFO ] [LOCAL     ] TYL: Saved forecast.
[2025-11-16T05:01:46.797952] [INFO ] [main      ] TYL: Signal=1 (Conf=80.0%), Magnitude=2.19% (Conf=49.7618%)
[2025-11-16T05:01:46.798399] [INFO ] [main      ] Progress: 424/472 forecasts completed (89.8%). TYL finished in 0.7s. ETA: 8.3s. Rate: 345.13 forecasts/min
[2025-11-16T05:01:46.798600] [INFO ] [main      ] Fetching symbol history for USB...
[2025-11-16T05:01:46.798725] [DEBUG] [REMOTE    ] USB: Fetching historical data.
[2025-11-16T05:01:46.811383] [DEBUG] [REMOTE    ] USB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:46.812664] [DEBUG] [LOCAL     ] Loaded configuration for USB: 2 features, N/A% accuracy
[2025-11-16T05:01:46.812793] [INFO ] [LOCAL     ] USB: Loaded 2 optimal features with 52.17% confidence from JSON config
[2025-11-16T05:01:46.812891] [DEBUG] [MAG       ] Building data for symbol: USB with lookback: 0
[2025-11-16T05:01:46.813780] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:46.813910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:46.814731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:01:46.819360] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:47.019090] [DEBUG] [MAG       ] HAE: Last date is validated at 2025-11-14
[2025-11-16T05:01:47.030583] [DEBUG] [MAG       ] THW: Last date is validated at 2025-11-14
[2025-11-16T05:01:47.077918] [DEBUG] [MAG       ] RM: Last date is validated at 2025-11-14
[2025-11-16T05:01:47.187103] [DEBUG] [MAG       ] USB: Last date is validated at 2025-11-14
[2025-11-16T05:01:47.189247] [DEBUG] [MAG       ] HAE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:47.200588] [DEBUG] [MAG       ] THW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:47.253785] [DEBUG] [MAG       ] RM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:47.263543] [INFO ] [LOCAL     ] THW: Saved forecast.
[2025-11-16T05:01:47.263801] [INFO ] [main      ] THW: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=44.7169%)
[2025-11-16T05:01:47.264231] [INFO ] [main      ] Fetching symbol history for AYI...
[2025-11-16T05:01:47.264400] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2025-11-16T05:01:47.264407] [INFO ] [main      ] Progress: 425/472 forecasts completed (90.0%). THW finished in 0.6s. ETA: 8.2s. Rate: 343.77 forecasts/min
[2025-11-16T05:01:47.276459] [DEBUG] [REMOTE    ] AYI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:47.277918] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2025-11-16T05:01:47.278162] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2025-11-16T05:01:47.278345] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2025-11-16T05:01:47.279403] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:47.279537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:47.284327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:47.286214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:47.286820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:47.287770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:47.288505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:47.324678] [INFO ] [LOCAL     ] HAE: Saved forecast.
[2025-11-16T05:01:47.324939] [INFO ] [main      ] HAE: Signal=1 (Conf=80.0%), Magnitude=8.07% (Conf=42.3913%)
[2025-11-16T05:01:47.325164] [INFO ] [main      ] Fetching symbol history for EFXT...
[2025-11-16T05:01:47.325274] [DEBUG] [REMOTE    ] EFXT: Fetching historical data.
[2025-11-16T05:01:47.326717] [INFO ] [main      ] Progress: 426/472 forecasts completed (90.3%). HAE finished in 0.7s. ETA: 8.0s. Rate: 344.29 forecasts/min
[2025-11-16T05:01:47.338236] [DEBUG] [REMOTE    ] EFXT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:47.339238] [DEBUG] [LOCAL     ] Loaded configuration for EFXT: 7 features, N/A% accuracy
[2025-11-16T05:01:47.339311] [INFO ] [LOCAL     ] EFXT: Loaded 7 optimal features with 48.22% confidence from JSON config
[2025-11-16T05:01:47.339413] [DEBUG] [MAG       ] Building data for symbol: EFXT with lookback: 0
[2025-11-16T05:01:47.340289] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:47.340375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:47.342224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:47.342834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:47.343257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:47.344240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:47.347013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:47.348125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:01:47.349544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:47.355217] [DEBUG] [MAG       ] USB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:47.358353] [INFO ] [LOCAL     ] RM: Saved forecast.
[2025-11-16T05:01:47.358686] [INFO ] [main      ] RM: Signal=1 (Conf=80.0%), Magnitude=-2.89% (Conf=51.7986%)
[2025-11-16T05:01:47.359255] [INFO ] [main      ] Fetching symbol history for MTG...
[2025-11-16T05:01:47.359382] [DEBUG] [REMOTE    ] MTG: Fetching historical data.
[2025-11-16T05:01:47.359738] [INFO ] [main      ] Progress: 427/472 forecasts completed (90.5%). RM finished in 0.8s. ETA: 7.8s. Rate: 344.94 forecasts/min
[2025-11-16T05:01:47.373860] [DEBUG] [REMOTE    ] MTG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:47.375080] [DEBUG] [LOCAL     ] Loaded configuration for MTG: 7 features, N/A% accuracy
[2025-11-16T05:01:47.375153] [INFO ] [LOCAL     ] MTG: Loaded 7 optimal features with 50.83% confidence from JSON config
[2025-11-16T05:01:47.375193] [DEBUG] [MAG       ] Building data for symbol: MTG with lookback: 0
[2025-11-16T05:01:47.376169] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:47.376313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:47.381679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:47.384077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:47.384640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:47.387335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:47.388617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:47.390722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:47.391834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:47.453168] [INFO ] [LOCAL     ] USB: Saved forecast.
[2025-11-16T05:01:47.453263] [INFO ] [main      ] USB: Signal=1 (Conf=80.0%), Magnitude=-0.69% (Conf=52.1738%)
[2025-11-16T05:01:47.453447] [INFO ] [main      ] Fetching symbol history for CVNA...
[2025-11-16T05:01:47.453498] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2025-11-16T05:01:47.454218] [INFO ] [main      ] Progress: 428/472 forecasts completed (90.7%). USB finished in 0.7s. ETA: 7.6s. Rate: 345.31 forecasts/min
[2025-11-16T05:01:47.467422] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:47.468467] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2025-11-16T05:01:47.468541] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2025-11-16T05:01:47.468579] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2025-11-16T05:01:47.469413] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:47.469492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:47.474416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:47.475442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:01:47.476854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:47.623040] [DEBUG] [MAG       ] AYI: Last date is validated at 2025-11-14
[2025-11-16T05:01:47.694729] [DEBUG] [MAG       ] EFXT: Last date is validated at 2025-11-14
[2025-11-16T05:01:47.783072] [DEBUG] [MAG       ] MTG: Last date is validated at 2025-11-14
[2025-11-16T05:01:47.787463] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:47.809666] [DEBUG] [MAG       ] CVNA: Last date is validated at 2025-11-14
[2025-11-16T05:01:47.863589] [DEBUG] [MAG       ] EFXT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:47.938333] [INFO ] [LOCAL     ] EFXT: Saved forecast.
[2025-11-16T05:01:47.938604] [INFO ] [main      ] EFXT: Signal=1 (Conf=80.0%), Magnitude=2.95% (Conf=48.2234%)
[2025-11-16T05:01:47.938873] [INFO ] [main      ] Fetching symbol history for BLND...
[2025-11-16T05:01:47.938987] [DEBUG] [REMOTE    ] BLND: Fetching historical data.
[2025-11-16T05:01:47.940741] [INFO ] [main      ] Progress: 429/472 forecasts completed (90.9%). EFXT finished in 0.6s. ETA: 7.5s. Rate: 343.87 forecasts/min
[2025-11-16T05:01:47.950062] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2025-11-16T05:01:47.950301] [INFO ] [main      ] AYI: Signal=1 (Conf=80.0%), Magnitude=-0.58% (Conf=55.26%)
[2025-11-16T05:01:47.950789] [INFO ] [main      ] Fetching symbol history for WF...
[2025-11-16T05:01:47.950923] [INFO ] [main      ] Progress: 430/472 forecasts completed (91.1%). AYI finished in 0.7s. ETA: 7.3s. Rate: 344.62 forecasts/min
[2025-11-16T05:01:47.950910] [DEBUG] [REMOTE    ] WF: Fetching historical data.
[2025-11-16T05:01:47.951874] [DEBUG] [REMOTE    ] BLND: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:47.952932] [DEBUG] [LOCAL     ] Loaded configuration for BLND: 4 features, N/A% accuracy
[2025-11-16T05:01:47.953017] [INFO ] [LOCAL     ] BLND: Loaded 4 optimal features with 64.33% confidence from JSON config
[2025-11-16T05:01:47.953065] [DEBUG] [MAG       ] Building data for symbol: BLND with lookback: 0
[2025-11-16T05:01:47.952905] [DEBUG] [MAG       ] MTG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:47.953873] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:47.953949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:47.958842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:47.963313] [DEBUG] [REMOTE    ] WF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:47.964444] [DEBUG] [LOCAL     ] Loaded configuration for WF: 8 features, N/A% accuracy
[2025-11-16T05:01:47.964509] [INFO ] [LOCAL     ] WF: Loaded 8 optimal features with 61.68% confidence from JSON config
[2025-11-16T05:01:47.964556] [DEBUG] [MAG       ] Building data for symbol: WF with lookback: 0
[2025-11-16T05:01:47.965344] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:47.965422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:47.967141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:47.967675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:47.968175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:47.970553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:47.971277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:47.972405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:01:47.973117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:01:47.973850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:47.977746] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:48.016278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:48.017102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:01:48.018906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:48.051063] [INFO ] [LOCAL     ] MTG: Saved forecast.
[2025-11-16T05:01:48.051185] [INFO ] [main      ] MTG: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=50.8259%)
[2025-11-16T05:01:48.051757] [INFO ] [main      ] Progress: 431/472 forecasts completed (91.3%). MTG finished in 0.7s. ETA: 7.1s. Rate: 344.96 forecasts/min
[2025-11-16T05:01:48.051876] [INFO ] [main      ] Fetching symbol history for CRK...
[2025-11-16T05:01:48.052015] [DEBUG] [REMOTE    ] CRK: Fetching historical data.
[2025-11-16T05:01:48.067430] [DEBUG] [REMOTE    ] CRK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:48.068893] [DEBUG] [LOCAL     ] Loaded configuration for CRK: 6 features, N/A% accuracy
[2025-11-16T05:01:48.068979] [INFO ] [LOCAL     ] CRK: Loaded 6 optimal features with 62.45% confidence from JSON config
[2025-11-16T05:01:48.069133] [DEBUG] [MAG       ] Building data for symbol: CRK with lookback: 0
[2025-11-16T05:01:48.070386] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:48.070504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:48.072389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:48.121219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:48.125281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:48.126950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:48.127712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:01:48.129872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:48.143923] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2025-11-16T05:01:48.144160] [INFO ] [main      ] CVNA: Signal=1 (Conf=80.0%), Magnitude=6.31% (Conf=54.7966%)
[2025-11-16T05:01:48.144401] [INFO ] [main      ] Fetching symbol history for QGEN...
[2025-11-16T05:01:48.144515] [DEBUG] [REMOTE    ] QGEN: Fetching historical data.
[2025-11-16T05:01:48.146917] [INFO ] [main      ] Progress: 432/472 forecasts completed (91.5%). CVNA finished in 0.7s. ETA: 7.0s. Rate: 345.32 forecasts/min
[2025-11-16T05:01:48.158051] [DEBUG] [REMOTE    ] QGEN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:48.159252] [DEBUG] [LOCAL     ] Loaded configuration for QGEN: 7 features, N/A% accuracy
[2025-11-16T05:01:48.159381] [INFO ] [LOCAL     ] QGEN: Loaded 7 optimal features with 53.32% confidence from JSON config
[2025-11-16T05:01:48.159480] [DEBUG] [MAG       ] Building data for symbol: QGEN with lookback: 0
[2025-11-16T05:01:48.160395] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:48.160549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:48.162394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:48.163012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:48.163485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:48.165584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:48.166175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:48.167390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:48.169538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:48.303374] [DEBUG] [MAG       ] WF: Last date is validated at 2025-11-14
[2025-11-16T05:01:48.359696] [DEBUG] [MAG       ] BLND: Last date is validated at 2025-11-14
[2025-11-16T05:01:48.467158] [DEBUG] [MAG       ] WF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:48.503226] [DEBUG] [MAG       ] CRK: Last date is validated at 2025-11-14
[2025-11-16T05:01:48.508007] [DEBUG] [MAG       ] QGEN: Last date is validated at 2025-11-14
[2025-11-16T05:01:48.527724] [DEBUG] [MAG       ] BLND: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:48.565742] [INFO ] [LOCAL     ] WF: Saved forecast.
[2025-11-16T05:01:48.565941] [INFO ] [main      ] WF: Signal=1 (Conf=80.0%), Magnitude=2.55% (Conf=61.6801%)
[2025-11-16T05:01:48.566172] [INFO ] [main      ] Fetching symbol history for PRA...
[2025-11-16T05:01:48.566301] [DEBUG] [REMOTE    ] PRA: Fetching historical data.
[2025-11-16T05:01:48.566977] [INFO ] [main      ] Progress: 433/472 forecasts completed (91.7%). WF finished in 0.6s. ETA: 6.8s. Rate: 344.19 forecasts/min
[2025-11-16T05:01:48.580551] [DEBUG] [REMOTE    ] PRA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:48.581736] [DEBUG] [LOCAL     ] Loaded configuration for PRA: 5 features, N/A% accuracy
[2025-11-16T05:01:48.581862] [INFO ] [LOCAL     ] PRA: Loaded 5 optimal features with 35.58% confidence from JSON config
[2025-11-16T05:01:48.581960] [DEBUG] [MAG       ] Building data for symbol: PRA with lookback: 0
[2025-11-16T05:01:48.582811] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:48.582941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:48.587856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:48.589695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:48.590248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:48.590738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:48.591456] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:48.596497] [INFO ] [LOCAL     ] BLND: Saved forecast.
[2025-11-16T05:01:48.596750] [INFO ] [main      ] BLND: Signal=1 (Conf=80.0%), Magnitude=-1.79% (Conf=64.3254%)
[2025-11-16T05:01:48.597188] [INFO ] [main      ] Fetching symbol history for PWR...
[2025-11-16T05:01:48.597308] [DEBUG] [REMOTE    ] PWR: Fetching historical data.
[2025-11-16T05:01:48.597689] [INFO ] [main      ] Progress: 434/472 forecasts completed (91.9%). BLND finished in 0.7s. ETA: 6.6s. Rate: 344.85 forecasts/min
[2025-11-16T05:01:48.610638] [DEBUG] [REMOTE    ] PWR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:48.611685] [DEBUG] [LOCAL     ] Loaded configuration for PWR: 1 features, N/A% accuracy
[2025-11-16T05:01:48.611832] [INFO ] [LOCAL     ] PWR: Loaded 1 optimal features with 62.34% confidence from JSON config
[2025-11-16T05:01:48.611884] [DEBUG] [MAG       ] Building data for symbol: PWR with lookback: 0
[2025-11-16T05:01:48.612709] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:48.612916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:48.618017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:48.675364] [DEBUG] [MAG       ] QGEN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:48.693260] [DEBUG] [MAG       ] CRK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:48.772764] [INFO ] [LOCAL     ] QGEN: Saved forecast.
[2025-11-16T05:01:48.773039] [INFO ] [main      ] QGEN: Signal=1 (Conf=80.0%), Magnitude=-0.28% (Conf=53.3178%)
[2025-11-16T05:01:48.773448] [INFO ] [main      ] Fetching symbol history for AKR...
[2025-11-16T05:01:48.773563] [DEBUG] [REMOTE    ] AKR: Fetching historical data.
[2025-11-16T05:01:48.774626] [INFO ] [main      ] Progress: 435/472 forecasts completed (92.2%). QGEN finished in 0.6s. ETA: 6.4s. Rate: 344.83 forecasts/min
[2025-11-16T05:01:48.788013] [DEBUG] [REMOTE    ] AKR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:48.789371] [DEBUG] [LOCAL     ] Loaded configuration for AKR: 2 features, N/A% accuracy
[2025-11-16T05:01:48.789495] [INFO ] [LOCAL     ] AKR: Loaded 2 optimal features with 65.21% confidence from JSON config
[2025-11-16T05:01:48.789594] [DEBUG] [MAG       ] Building data for symbol: AKR with lookback: 0
[2025-11-16T05:01:48.790489] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:48.790622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:48.795497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:48.808008] [INFO ] [LOCAL     ] CRK: Saved forecast.
[2025-11-16T05:01:48.808317] [INFO ] [main      ] CRK: Signal=1 (Conf=80.0%), Magnitude=3.11% (Conf=62.4487%)
[2025-11-16T05:01:48.808843] [INFO ] [main      ] Fetching symbol history for BKSY...
[2025-11-16T05:01:48.808969] [DEBUG] [REMOTE    ] BKSY: Fetching historical data.
[2025-11-16T05:01:48.809747] [INFO ] [main      ] Progress: 436/472 forecasts completed (92.4%). CRK finished in 0.8s. ETA: 6.3s. Rate: 345.47 forecasts/min
[2025-11-16T05:01:48.825891] [DEBUG] [REMOTE    ] BKSY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:48.827100] [DEBUG] [LOCAL     ] Loaded configuration for BKSY: 6 features, N/A% accuracy
[2025-11-16T05:01:48.827179] [INFO ] [LOCAL     ] BKSY: Loaded 6 optimal features with 66.01% confidence from JSON config
[2025-11-16T05:01:48.827257] [DEBUG] [MAG       ] Building data for symbol: BKSY with lookback: 0
[2025-11-16T05:01:48.828393] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:48.828478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:48.833865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:48.835938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:48.836556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:48.881409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:48.896609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:48.897998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:01:48.900379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:48.918474] [DEBUG] [MAG       ] PRA: Last date is validated at 2025-11-14
[2025-11-16T05:01:48.956627] [DEBUG] [MAG       ] PWR: Last date is validated at 2025-11-14
[2025-11-16T05:01:49.085125] [DEBUG] [MAG       ] PRA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:49.127601] [DEBUG] [MAG       ] PWR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:49.173062] [INFO ] [LOCAL     ] PRA: Saved forecast.
[2025-11-16T05:01:49.173309] [INFO ] [main      ] PRA: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=35.5821%)
[2025-11-16T05:01:49.173776] [INFO ] [main      ] Fetching symbol history for NUV...
[2025-11-16T05:01:49.173893] [DEBUG] [REMOTE    ] NUV: Fetching historical data.
[2025-11-16T05:01:49.174101] [INFO ] [main      ] Progress: 437/472 forecasts completed (92.6%). PRA finished in 0.6s. ETA: 6.1s. Rate: 344.60 forecasts/min
[2025-11-16T05:01:49.186466] [DEBUG] [REMOTE    ] NUV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:49.187858] [DEBUG] [LOCAL     ] Loaded configuration for NUV: 22 features, N/A% accuracy
[2025-11-16T05:01:49.187984] [INFO ] [LOCAL     ] NUV: Loaded 22 optimal features with 21.07% confidence from JSON config
[2025-11-16T05:01:49.188082] [DEBUG] [MAG       ] Building data for symbol: NUV with lookback: 0
[2025-11-16T05:01:49.188950] [DEBUG] [FEATURES  ] DataBuilder: Executing 22 feature methods.
[2025-11-16T05:01:49.189094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:49.193894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:49.195726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:49.196306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:49.196844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:49.197312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:49.198132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:49.199013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:49.201403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:49.215242] [DEBUG] [MAG       ] AKR: Last date is validated at 2025-11-14
[2025-11-16T05:01:49.293505] [INFO ] [LOCAL     ] PWR: Saved forecast.
[2025-11-16T05:01:49.293793] [INFO ] [main      ] PWR: Signal=1 (Conf=80.0%), Magnitude=-1.70% (Conf=62.3431%)
[2025-11-16T05:01:49.294023] [INFO ] [main      ] Fetching symbol history for RVLV...
[2025-11-16T05:01:49.294134] [DEBUG] [REMOTE    ] RVLV: Fetching historical data.
[2025-11-16T05:01:49.295717] [INFO ] [main      ] Progress: 438/472 forecasts completed (92.8%). PWR finished in 0.7s. ETA: 5.9s. Rate: 344.84 forecasts/min
[2025-11-16T05:01:49.307986] [DEBUG] [REMOTE    ] RVLV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:49.308983] [DEBUG] [LOCAL     ] Loaded configuration for RVLV: 3 features, N/A% accuracy
[2025-11-16T05:01:49.309104] [INFO ] [LOCAL     ] RVLV: Loaded 3 optimal features with 48.93% confidence from JSON config
[2025-11-16T05:01:49.309204] [DEBUG] [MAG       ] Building data for symbol: RVLV with lookback: 0
[2025-11-16T05:01:49.310086] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:49.310216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:49.314404] [DEBUG] [MAG       ] BKSY: Last date is validated at 2025-11-14
[2025-11-16T05:01:49.315203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:49.317753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:49.326267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:49.328095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:49.362087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:49.371389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:49.372565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:49.382033] [DEBUG] [MAG       ] AKR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:49.428151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:49.429020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:49.430319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:49.456498] [INFO ] [LOCAL     ] AKR: Saved forecast.
[2025-11-16T05:01:49.456809] [INFO ] [main      ] AKR: Signal=1 (Conf=80.0%), Magnitude=0.92% (Conf=65.2056%)
[2025-11-16T05:01:49.457052] [INFO ] [main      ] Fetching symbol history for RA...
[2025-11-16T05:01:49.457163] [DEBUG] [REMOTE    ] RA: Fetching historical data.
[2025-11-16T05:01:49.457927] [INFO ] [main      ] Progress: 439/472 forecasts completed (93.0%). AKR finished in 0.7s. ETA: 5.7s. Rate: 344.89 forecasts/min
[2025-11-16T05:01:49.471288] [DEBUG] [REMOTE    ] RA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:49.472530] [DEBUG] [LOCAL     ] Loaded configuration for RA: 9 features, N/A% accuracy
[2025-11-16T05:01:49.472675] [INFO ] [LOCAL     ] RA: Loaded 9 optimal features with 45.17% confidence from JSON config
[2025-11-16T05:01:49.472781] [DEBUG] [MAG       ] Building data for symbol: RA with lookback: 0
[2025-11-16T05:01:49.473836] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:49.473982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:49.479574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:49.481667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:49.482236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:49.482777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:49.483265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:49.484146] [DEBUG] [MAG       ] BKSY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:49.484588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:49.486658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:01:49.488182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:49.490000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:49.514505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:49.515230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:49.517234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:49.520158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:49.521291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:49.522084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:49.523276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:49.593732] [INFO ] [LOCAL     ] BKSY: Saved forecast.
[2025-11-16T05:01:49.594045] [INFO ] [main      ] BKSY: Signal=1 (Conf=80.0%), Magnitude=-13.72% (Conf=66.0128%)
[2025-11-16T05:01:49.594714] [INFO ] [main      ] Progress: 440/472 forecasts completed (93.2%). BKSY finished in 0.8s. ETA: 5.6s. Rate: 345.06 forecasts/min
[2025-11-16T05:01:49.594708] [INFO ] [main      ] Fetching symbol history for RS...
[2025-11-16T05:01:49.594870] [DEBUG] [REMOTE    ] RS: Fetching historical data.
[2025-11-16T05:01:49.609290] [DEBUG] [REMOTE    ] RS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:49.610534] [DEBUG] [LOCAL     ] Loaded configuration for RS: 6 features, N/A% accuracy
[2025-11-16T05:01:49.610686] [INFO ] [LOCAL     ] RS: Loaded 6 optimal features with 57.95% confidence from JSON config
[2025-11-16T05:01:49.610788] [DEBUG] [MAG       ] Building data for symbol: RS with lookback: 0
[2025-11-16T05:01:49.611744] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:49.611880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:49.616994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:49.618927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:49.619532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:49.620050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:49.664226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:49.705627] [DEBUG] [MAG       ] RVLV: Last date is validated at 2025-11-14
[2025-11-16T05:01:49.725589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:49.842254] [DEBUG] [MAG       ] RA: Last date is validated at 2025-11-14
[2025-11-16T05:01:49.856923] [DEBUG] [MAG       ] NUV: Last date is validated at 2025-11-14
[2025-11-16T05:01:49.883801] [DEBUG] [MAG       ] RVLV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:49.991980] [INFO ] [LOCAL     ] RVLV: Saved forecast.
[2025-11-16T05:01:49.992227] [INFO ] [main      ] RVLV: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=48.9254%)
[2025-11-16T05:01:49.992467] [INFO ] [main      ] Fetching symbol history for YPF...
[2025-11-16T05:01:49.992586] [DEBUG] [REMOTE    ] YPF: Fetching historical data.
[2025-11-16T05:01:49.993425] [INFO ] [main      ] Progress: 441/472 forecasts completed (93.4%). RVLV finished in 0.7s. ETA: 5.4s. Rate: 344.05 forecasts/min
[2025-11-16T05:01:50.005034] [DEBUG] [REMOTE    ] YPF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:50.006236] [DEBUG] [LOCAL     ] Loaded configuration for YPF: 5 features, N/A% accuracy
[2025-11-16T05:01:50.006359] [INFO ] [LOCAL     ] YPF: Loaded 5 optimal features with 54.88% confidence from JSON config
[2025-11-16T05:01:50.006457] [DEBUG] [MAG       ] Building data for symbol: YPF with lookback: 0
[2025-11-16T05:01:50.007319] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:50.007452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:50.009233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:50.009858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:50.010381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:50.010890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:50.012122] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:50.015157] [DEBUG] [MAG       ] RA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:50.022576] [DEBUG] [MAG       ] NUV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:50.066676] [DEBUG] [MAG       ] RS: Last date is validated at 2025-11-14
[2025-11-16T05:01:50.091989] [INFO ] [LOCAL     ] RA: Saved forecast.
[2025-11-16T05:01:50.092132] [INFO ] [main      ] RA: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=45.1684%)
[2025-11-16T05:01:50.092676] [INFO ] [main      ] Fetching symbol history for HHH...
[2025-11-16T05:01:50.092755] [DEBUG] [REMOTE    ] HHH: Fetching historical data.
[2025-11-16T05:01:50.092729] [INFO ] [main      ] Progress: 442/472 forecasts completed (93.6%). RA finished in 0.6s. ETA: 5.2s. Rate: 344.39 forecasts/min
[2025-11-16T05:01:50.105871] [DEBUG] [REMOTE    ] HHH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:50.106257] [INFO ] [LOCAL     ] NUV: Saved forecast.
[2025-11-16T05:01:50.106409] [INFO ] [main      ] NUV: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=21.0697%)
[2025-11-16T05:01:50.106857] [INFO ] [main      ] Progress: 443/472 forecasts completed (93.9%). NUV finished in 0.9s. ETA: 5.0s. Rate: 345.10 forecasts/min
[2025-11-16T05:01:50.107116] [INFO ] [main      ] Fetching symbol history for MGY...
[2025-11-16T05:01:50.107220] [DEBUG] [REMOTE    ] MGY: Fetching historical data.
[2025-11-16T05:01:50.107177] [DEBUG] [LOCAL     ] Loaded configuration for HHH: 5 features, N/A% accuracy
[2025-11-16T05:01:50.107390] [INFO ] [LOCAL     ] HHH: Loaded 5 optimal features with 38.06% confidence from JSON config
[2025-11-16T05:01:50.107531] [DEBUG] [MAG       ] Building data for symbol: HHH with lookback: 0
[2025-11-16T05:01:50.108426] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:50.108562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:50.110676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:50.111281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:50.112476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:50.113563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:50.114424] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:50.121168] [DEBUG] [REMOTE    ] MGY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:50.122412] [DEBUG] [LOCAL     ] Loaded configuration for MGY: 5 features, N/A% accuracy
[2025-11-16T05:01:50.122583] [INFO ] [LOCAL     ] MGY: Loaded 5 optimal features with 52.96% confidence from JSON config
[2025-11-16T05:01:50.122706] [DEBUG] [MAG       ] Building data for symbol: MGY with lookback: 0
[2025-11-16T05:01:50.123523] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:50.123672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:50.128476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:50.130314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:50.130886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:50.131347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:50.244216] [DEBUG] [MAG       ] RS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:50.254800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:50.345741] [DEBUG] [MAG       ] YPF: Last date is validated at 2025-11-14
[2025-11-16T05:01:50.409210] [INFO ] [LOCAL     ] RS: Saved forecast.
[2025-11-16T05:01:50.409520] [INFO ] [main      ] RS: Signal=1 (Conf=80.0%), Magnitude=-1.30% (Conf=57.9522%)
[2025-11-16T05:01:50.410110] [INFO ] [main      ] Fetching symbol history for MPW...
[2025-11-16T05:01:50.410239] [DEBUG] [REMOTE    ] MPW: Fetching historical data.
[2025-11-16T05:01:50.411738] [INFO ] [main      ] Progress: 444/472 forecasts completed (94.1%). RS finished in 0.8s. ETA: 4.9s. Rate: 344.52 forecasts/min
[2025-11-16T05:01:50.426850] [DEBUG] [REMOTE    ] MPW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:50.428239] [DEBUG] [LOCAL     ] Loaded configuration for MPW: 4 features, N/A% accuracy
[2025-11-16T05:01:50.428372] [INFO ] [LOCAL     ] MPW: Loaded 4 optimal features with 54.06% confidence from JSON config
[2025-11-16T05:01:50.428431] [DEBUG] [MAG       ] Building data for symbol: MPW with lookback: 0
[2025-11-16T05:01:50.429598] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:50.429766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:50.431808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:50.432480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:50.433012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:50.433763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:50.457183] [DEBUG] [MAG       ] HHH: Last date is validated at 2025-11-14
[2025-11-16T05:01:50.512105] [DEBUG] [MAG       ] YPF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:50.585217] [DEBUG] [MAG       ] MGY: Last date is validated at 2025-11-14
[2025-11-16T05:01:50.612022] [INFO ] [LOCAL     ] YPF: Saved forecast.
[2025-11-16T05:01:50.612250] [INFO ] [main      ] YPF: Signal=1 (Conf=80.0%), Magnitude=6.92% (Conf=54.8804%)
[2025-11-16T05:01:50.612509] [INFO ] [main      ] Fetching symbol history for TEO...
[2025-11-16T05:01:50.612657] [DEBUG] [REMOTE    ] TEO: Fetching historical data.
[2025-11-16T05:01:50.613729] [INFO ] [main      ] Progress: 445/472 forecasts completed (94.3%). YPF finished in 0.6s. ETA: 4.7s. Rate: 344.39 forecasts/min
[2025-11-16T05:01:50.625168] [DEBUG] [REMOTE    ] TEO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:50.626209] [DEBUG] [LOCAL     ] Loaded configuration for TEO: 6 features, N/A% accuracy
[2025-11-16T05:01:50.626293] [INFO ] [LOCAL     ] TEO: Loaded 6 optimal features with 48.28% confidence from JSON config
[2025-11-16T05:01:50.626331] [DEBUG] [MAG       ] Building data for symbol: TEO with lookback: 0
[2025-11-16T05:01:50.627120] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:50.627211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:50.632007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:50.633836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:50.634354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:50.634795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:50.635328] [DEBUG] [MAG       ] HHH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:50.635677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:50.636386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:50.749995] [DEBUG] [MAG       ] MGY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:50.751983] [INFO ] [LOCAL     ] HHH: Saved forecast.
[2025-11-16T05:01:50.752095] [INFO ] [main      ] HHH: Signal=1 (Conf=80.0%), Magnitude=3.50% (Conf=38.0586%)
[2025-11-16T05:01:50.752512] [INFO ] [main      ] Fetching symbol history for GLP...
[2025-11-16T05:01:50.752571] [DEBUG] [REMOTE    ] GLP: Fetching historical data.
[2025-11-16T05:01:50.752731] [INFO ] [main      ] Progress: 446/472 forecasts completed (94.5%). HHH finished in 0.7s. ETA: 4.5s. Rate: 344.55 forecasts/min
[2025-11-16T05:01:50.764830] [DEBUG] [REMOTE    ] GLP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:50.766217] [DEBUG] [LOCAL     ] Loaded configuration for GLP: 2 features, N/A% accuracy
[2025-11-16T05:01:50.766311] [INFO ] [LOCAL     ] GLP: Loaded 2 optimal features with 51.23% confidence from JSON config
[2025-11-16T05:01:50.766349] [DEBUG] [MAG       ] Building data for symbol: GLP with lookback: 0
[2025-11-16T05:01:50.767211] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:50.767286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:50.780757] [DEBUG] [MAG       ] MPW: Last date is validated at 2025-11-14
[2025-11-16T05:01:50.812797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:50.814974] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:50.838180] [INFO ] [LOCAL     ] MGY: Saved forecast.
[2025-11-16T05:01:50.838358] [INFO ] [main      ] MGY: Signal=1 (Conf=80.0%), Magnitude=0.87% (Conf=52.9587%)
[2025-11-16T05:01:50.838833] [INFO ] [main      ] Progress: 447/472 forecasts completed (94.7%). MGY finished in 0.7s. ETA: 4.3s. Rate: 344.94 forecasts/min
[2025-11-16T05:01:50.839029] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-11-16T05:01:50.839135] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-11-16T05:01:50.852267] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:50.853562] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-11-16T05:01:50.853704] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-11-16T05:01:50.853811] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-11-16T05:01:50.854688] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-11-16T05:01:50.854835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:50.859734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:50.861626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:50.862196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:50.862740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:50.863219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:50.864054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:50.864934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:50.867403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:50.951097] [DEBUG] [MAG       ] MPW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:50.972336] [DEBUG] [MAG       ] TEO: Last date is validated at 2025-11-14
[2025-11-16T05:01:51.009802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:51.012977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:51.018132] [INFO ] [LOCAL     ] MPW: Saved forecast.
[2025-11-16T05:01:51.018419] [INFO ] [main      ] MPW: Signal=1 (Conf=80.0%), Magnitude=-1.83% (Conf=54.0583%)
[2025-11-16T05:01:51.018952] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-11-16T05:01:51.019216] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-11-16T05:01:51.019744] [INFO ] [main      ] Progress: 448/472 forecasts completed (94.9%). MPW finished in 0.6s. ETA: 4.2s. Rate: 344.91 forecasts/min
[2025-11-16T05:01:51.034428] [DEBUG] [REMOTE    ] CMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:51.035733] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-11-16T05:01:51.035862] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-11-16T05:01:51.035962] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-11-16T05:01:51.036982] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:51.037118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:51.042072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:51.043968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:51.044567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:51.045363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:01:51.047672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:51.061159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:51.062803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:51.117365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:51.118944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:51.120293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:01:51.150267] [DEBUG] [MAG       ] TEO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:51.169092] [DEBUG] [MAG       ] GLP: Last date is validated at 2025-11-14
[2025-11-16T05:01:51.212140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:01:51.213590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:51.215713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:01:51.218965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:51.220179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:01:51.222315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:01:51.223164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:51.228000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:51.229844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:01:51.231622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:01:51.233672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:01:51.235548] [INFO ] [LOCAL     ] TEO: Saved forecast.
[2025-11-16T05:01:51.235808] [INFO ] [main      ] TEO: Signal=1 (Conf=80.0%), Magnitude=0.44% (Conf=48.2847%)
[2025-11-16T05:01:51.236067] [INFO ] [main      ] Fetching symbol history for STXG...
[2025-11-16T05:01:51.236181] [DEBUG] [REMOTE    ] STXG: Fetching historical data.
[2025-11-16T05:01:51.237372] [INFO ] [main      ] Progress: 449/472 forecasts completed (95.1%). TEO finished in 0.6s. ETA: 4.0s. Rate: 344.72 forecasts/min
[2025-11-16T05:01:51.237235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:01:51.238237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:01:51.240246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:51.249349] [DEBUG] [REMOTE    ] STXG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:51.250219] [DEBUG] [LOCAL     ] Loaded configuration for STXG: 9 features, N/A% accuracy
[2025-11-16T05:01:51.250288] [INFO ] [LOCAL     ] STXG: Loaded 9 optimal features with 42.66% confidence from JSON config
[2025-11-16T05:01:51.250325] [DEBUG] [MAG       ] Building data for symbol: STXG with lookback: 0
[2025-11-16T05:01:51.251135] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:01:51.251215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:51.256047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:51.258169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:51.258744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:51.341639] [DEBUG] [MAG       ] GLP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:51.385071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:51.387321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:51.388580] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:51.390436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:51.391530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:01:51.392297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:51.408767] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-11-14
[2025-11-16T05:01:51.440264] [INFO ] [LOCAL     ] GLP: Saved forecast.
[2025-11-16T05:01:51.440369] [INFO ] [main      ] GLP: Signal=1 (Conf=80.0%), Magnitude=0.52% (Conf=51.2297%)
[2025-11-16T05:01:51.440547] [INFO ] [main      ] Fetching symbol history for NKX...
[2025-11-16T05:01:51.440599] [DEBUG] [REMOTE    ] NKX: Fetching historical data.
[2025-11-16T05:01:51.441754] [INFO ] [main      ] Progress: 450/472 forecasts completed (95.3%). GLP finished in 0.7s. ETA: 3.8s. Rate: 344.58 forecasts/min
[2025-11-16T05:01:51.453335] [DEBUG] [REMOTE    ] NKX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:51.454426] [DEBUG] [LOCAL     ] Loaded configuration for NKX: 6 features, N/A% accuracy
[2025-11-16T05:01:51.454492] [INFO ] [LOCAL     ] NKX: Loaded 6 optimal features with 50.36% confidence from JSON config
[2025-11-16T05:01:51.454530] [DEBUG] [MAG       ] Building data for symbol: NKX with lookback: 0
[2025-11-16T05:01:51.455361] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:51.455442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:51.457280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:51.457862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:51.458981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:01:51.460688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:01:51.461772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:01:51.462459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:51.589711] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:51.596627] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-11-14
[2025-11-16T05:01:51.722693] [DEBUG] [MAG       ] STXG: Last date is validated at 2025-11-14
[2025-11-16T05:01:51.761713] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-11-16T05:01:51.762225] [INFO ] [main      ] CMI: Signal=1 (Conf=80.0%), Magnitude=-1.13% (Conf=57.3855%)
[2025-11-16T05:01:51.762791] [INFO ] [main      ] Fetching symbol history for DMO...
[2025-11-16T05:01:51.762922] [DEBUG] [REMOTE    ] DMO: Fetching historical data.
[2025-11-16T05:01:51.763786] [INFO ] [main      ] Progress: 451/472 forecasts completed (95.6%). CMI finished in 0.7s. ETA: 3.7s. Rate: 343.93 forecasts/min
[2025-11-16T05:01:51.778612] [DEBUG] [REMOTE    ] DMO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:51.779699] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:51.780108] [DEBUG] [LOCAL     ] Loaded configuration for DMO: 6 features, N/A% accuracy
[2025-11-16T05:01:51.780256] [INFO ] [LOCAL     ] DMO: Loaded 6 optimal features with 35.11% confidence from JSON config
[2025-11-16T05:01:51.780359] [DEBUG] [MAG       ] Building data for symbol: DMO with lookback: 0
[2025-11-16T05:01:51.781394] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:51.781536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:51.783484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:51.784192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:51.784739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:51.785775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:01:51.802152] [DEBUG] [MAG       ] NKX: Last date is validated at 2025-11-14
[2025-11-16T05:01:51.890303] [DEBUG] [MAG       ] STXG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:51.891810] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-11-16T05:01:51.892068] [INFO ] [main      ] BUXX: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-11-16T05:01:51.892398] [INFO ] [main      ] Fetching symbol history for HPS...
[2025-11-16T05:01:51.892456] [DEBUG] [REMOTE    ] HPS: Fetching historical data.
[2025-11-16T05:01:51.893343] [INFO ] [main      ] Progress: 452/472 forecasts completed (95.8%). BUXX finished in 1.1s. ETA: 3.5s. Rate: 344.13 forecasts/min
[2025-11-16T05:01:51.907845] [DEBUG] [REMOTE    ] HPS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:51.909477] [DEBUG] [LOCAL     ] Loaded configuration for HPS: 2 features, N/A% accuracy
[2025-11-16T05:01:51.909631] [INFO ] [LOCAL     ] HPS: Loaded 2 optimal features with 52.40% confidence from JSON config
[2025-11-16T05:01:51.909762] [DEBUG] [MAG       ] Building data for symbol: HPS with lookback: 0
[2025-11-16T05:01:51.910942] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:01:51.911080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:51.916511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:01:51.918559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:51.920731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:51.922098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:51.975844] [DEBUG] [MAG       ] NKX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:51.977925] [INFO ] [LOCAL     ] STXG: Saved forecast.
[2025-11-16T05:01:51.978168] [INFO ] [main      ] STXG: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=42.6567%)
[2025-11-16T05:01:51.978404] [INFO ] [main      ] Fetching symbol history for UZD...
[2025-11-16T05:01:51.978517] [DEBUG] [REMOTE    ] UZD: Fetching historical data.
[2025-11-16T05:01:51.979722] [INFO ] [main      ] Progress: 453/472 forecasts completed (96.0%). STXG finished in 0.7s. ETA: 3.3s. Rate: 344.51 forecasts/min
[2025-11-16T05:01:51.991976] [DEBUG] [REMOTE    ] UZD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:51.992979] [DEBUG] [LOCAL     ] Loaded configuration for UZD: 5 features, N/A% accuracy
[2025-11-16T05:01:51.993103] [INFO ] [LOCAL     ] UZD: Loaded 5 optimal features with 54.32% confidence from JSON config
[2025-11-16T05:01:51.993201] [DEBUG] [MAG       ] Building data for symbol: UZD with lookback: 0
[2025-11-16T05:01:51.994071] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:51.994203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:01:51.996044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:51.997914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:51.998460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:01:51.999630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:01:52.001874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:52.042960] [INFO ] [LOCAL     ] NKX: Saved forecast.
[2025-11-16T05:01:52.043241] [INFO ] [main      ] NKX: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=50.3635%)
[2025-11-16T05:01:52.043705] [INFO ] [main      ] Fetching symbol history for AR...
[2025-11-16T05:01:52.043827] [DEBUG] [REMOTE    ] AR: Fetching historical data.
[2025-11-16T05:01:52.043752] [INFO ] [main      ] Progress: 454/472 forecasts completed (96.2%). NKX finished in 0.6s. ETA: 3.1s. Rate: 344.99 forecasts/min
[2025-11-16T05:01:52.056872] [DEBUG] [REMOTE    ] AR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:52.058027] [DEBUG] [LOCAL     ] Loaded configuration for AR: 5 features, N/A% accuracy
[2025-11-16T05:01:52.058157] [INFO ] [LOCAL     ] AR: Loaded 5 optimal features with 44.42% confidence from JSON config
[2025-11-16T05:01:52.058258] [DEBUG] [MAG       ] Building data for symbol: AR with lookback: 0
[2025-11-16T05:01:52.059264] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:52.059399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:52.064563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:52.066587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:52.067218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:52.067720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:01:52.125881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:52.265228] [DEBUG] [MAG       ] DMO: Last date is validated at 2025-11-14
[2025-11-16T05:01:52.268088] [DEBUG] [MAG       ] HPS: Last date is validated at 2025-11-14
[2025-11-16T05:01:52.339779] [DEBUG] [MAG       ] UZD: Last date is validated at 2025-11-14
[2025-11-16T05:01:52.435460] [DEBUG] [MAG       ] DMO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:52.442430] [DEBUG] [MAG       ] HPS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:52.460930] [DEBUG] [MAG       ] AR: Last date is validated at 2025-11-14
[2025-11-16T05:01:52.501032] [INFO ] [LOCAL     ] DMO: Saved forecast.
[2025-11-16T05:01:52.501369] [INFO ] [main      ] DMO: Signal=1 (Conf=80.0%), Magnitude=0.08% (Conf=35.1091%)
[2025-11-16T05:01:52.501667] [INFO ] [main      ] Fetching symbol history for HUBS...
[2025-11-16T05:01:52.502036] [DEBUG] [REMOTE    ] HUBS: Fetching historical data.
[2025-11-16T05:01:52.503324] [INFO ] [main      ] Progress: 455/472 forecasts completed (96.4%). DMO finished in 0.7s. ETA: 3.0s. Rate: 343.75 forecasts/min
[2025-11-16T05:01:52.510087] [DEBUG] [MAG       ] UZD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:52.513832] [INFO ] [LOCAL     ] HPS: Saved forecast.
[2025-11-16T05:01:52.514116] [INFO ] [main      ] HPS: Signal=1 (Conf=80.0%), Magnitude=-0.17% (Conf=52.3953%)
[2025-11-16T05:01:52.514605] [INFO ] [main      ] Progress: 456/472 forecasts completed (96.6%). HPS finished in 0.6s. ETA: 2.8s. Rate: 344.46 forecasts/min
[2025-11-16T05:01:52.514845] [INFO ] [main      ] Fetching symbol history for GGZ...
[2025-11-16T05:01:52.514953] [DEBUG] [REMOTE    ] GGZ: Fetching historical data.
[2025-11-16T05:01:52.520448] [DEBUG] [REMOTE    ] HUBS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:52.521742] [DEBUG] [LOCAL     ] Loaded configuration for HUBS: 0 features, N/A% accuracy
[2025-11-16T05:01:52.521868] [INFO ] [LOCAL     ] HUBS: Loaded 0 optimal features with 57.25% confidence from JSON config
[2025-11-16T05:01:52.521965] [DEBUG] [MAG       ] Building data for symbol: HUBS with lookback: 0
[2025-11-16T05:01:52.522915] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:01:52.529871] [DEBUG] [REMOTE    ] GGZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:52.531753] [DEBUG] [LOCAL     ] Loaded configuration for GGZ: 6 features, N/A% accuracy
[2025-11-16T05:01:52.531957] [INFO ] [LOCAL     ] GGZ: Loaded 6 optimal features with 51.86% confidence from JSON config
[2025-11-16T05:01:52.532248] [DEBUG] [MAG       ] Building data for symbol: GGZ with lookback: 0
[2025-11-16T05:01:52.533801] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:01:52.533994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:52.536095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:52.536896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:52.537447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:52.537965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:52.580565] [INFO ] [LOCAL     ] UZD: Saved forecast.
[2025-11-16T05:01:52.580681] [INFO ] [main      ] UZD: Signal=1 (Conf=80.0%), Magnitude=-0.43% (Conf=54.3159%)
[2025-11-16T05:01:52.580884] [INFO ] [main      ] Fetching symbol history for HQL...
[2025-11-16T05:01:52.581062] [DEBUG] [REMOTE    ] HQL: Fetching historical data.
[2025-11-16T05:01:52.581564] [INFO ] [main      ] Progress: 457/472 forecasts completed (96.8%). UZD finished in 0.6s. ETA: 2.6s. Rate: 344.92 forecasts/min
[2025-11-16T05:01:52.587134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:01:52.588813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:52.594247] [DEBUG] [REMOTE    ] HQL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:52.595712] [DEBUG] [LOCAL     ] Loaded configuration for HQL: 5 features, N/A% accuracy
[2025-11-16T05:01:52.595840] [INFO ] [LOCAL     ] HQL: Loaded 5 optimal features with 56.44% confidence from JSON config
[2025-11-16T05:01:52.595936] [DEBUG] [MAG       ] Building data for symbol: HQL with lookback: 0
[2025-11-16T05:01:52.596828] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:52.596965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:52.601939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:52.631549] [DEBUG] [MAG       ] AR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:52.645423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:01:52.646464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:01:52.648130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:01:52.648992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:52.736710] [INFO ] [LOCAL     ] AR: Saved forecast.
[2025-11-16T05:01:52.736999] [INFO ] [main      ] AR: Signal=1 (Conf=80.0%), Magnitude=-5.24% (Conf=44.4178%)
[2025-11-16T05:01:52.737237] [INFO ] [main      ] Fetching symbol history for SYF...
[2025-11-16T05:01:52.737348] [DEBUG] [REMOTE    ] SYF: Fetching historical data.
[2025-11-16T05:01:52.738169] [INFO ] [main      ] Progress: 458/472 forecasts completed (97.0%). AR finished in 0.7s. ETA: 2.4s. Rate: 345.00 forecasts/min
[2025-11-16T05:01:52.749718] [DEBUG] [REMOTE    ] SYF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:52.751042] [DEBUG] [LOCAL     ] Loaded configuration for SYF: 3 features, N/A% accuracy
[2025-11-16T05:01:52.751165] [INFO ] [LOCAL     ] SYF: Loaded 3 optimal features with 65.27% confidence from JSON config
[2025-11-16T05:01:52.751264] [DEBUG] [MAG       ] Building data for symbol: SYF with lookback: 0
[2025-11-16T05:01:52.752156] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:52.752287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:52.753239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:01:52.755848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:52.757179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:52.867137] [DEBUG] [MAG       ] HUBS: Last date is validated at 2025-11-14
[2025-11-16T05:01:52.944143] [DEBUG] [MAG       ] GGZ: Last date is validated at 2025-11-14
[2025-11-16T05:01:52.980320] [DEBUG] [MAG       ] HQL: Last date is validated at 2025-11-14
[2025-11-16T05:01:53.043168] [DEBUG] [MAG       ] HUBS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:53.086984] [DEBUG] [MAG       ] SYF: Last date is validated at 2025-11-14
[2025-11-16T05:01:53.116828] [DEBUG] [MAG       ] GGZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:53.147967] [DEBUG] [MAG       ] HQL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:53.186248] [INFO ] [LOCAL     ] GGZ: Saved forecast.
[2025-11-16T05:01:53.186503] [INFO ] [main      ] GGZ: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=51.8627%)
[2025-11-16T05:01:53.187037] [INFO ] [main      ] Progress: 459/472 forecasts completed (97.2%). GGZ finished in 0.7s. ETA: 2.3s. Rate: 343.82 forecasts/min
[2025-11-16T05:01:53.187333] [INFO ] [main      ] Fetching symbol history for OWL...
[2025-11-16T05:01:53.187452] [DEBUG] [REMOTE    ] OWL: Fetching historical data.
[2025-11-16T05:01:53.203239] [DEBUG] [REMOTE    ] OWL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:53.204501] [DEBUG] [LOCAL     ] Loaded configuration for OWL: 1 features, N/A% accuracy
[2025-11-16T05:01:53.204624] [INFO ] [LOCAL     ] OWL: Loaded 1 optimal features with 57.99% confidence from JSON config
[2025-11-16T05:01:53.204747] [DEBUG] [MAG       ] Building data for symbol: OWL with lookback: 0
[2025-11-16T05:01:53.205718] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:53.205848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:53.210872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:53.228906] [INFO ] [LOCAL     ] HQL: Saved forecast.
[2025-11-16T05:01:53.229178] [INFO ] [main      ] HQL: Signal=1 (Conf=80.0%), Magnitude=-2.01% (Conf=56.4431%)
[2025-11-16T05:01:53.229437] [INFO ] [main      ] Fetching symbol history for BOX...
[2025-11-16T05:01:53.229558] [DEBUG] [REMOTE    ] BOX: Fetching historical data.
[2025-11-16T05:01:53.230859] [INFO ] [main      ] Progress: 460/472 forecasts completed (97.5%). HQL finished in 0.6s. ETA: 2.1s. Rate: 344.38 forecasts/min
[2025-11-16T05:01:53.243077] [DEBUG] [REMOTE    ] BOX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:53.244350] [DEBUG] [LOCAL     ] Loaded configuration for BOX: 7 features, N/A% accuracy
[2025-11-16T05:01:53.244485] [INFO ] [LOCAL     ] BOX: Loaded 7 optimal features with 55.62% confidence from JSON config
[2025-11-16T05:01:53.244587] [DEBUG] [MAG       ] Building data for symbol: BOX with lookback: 0
[2025-11-16T05:01:53.245457] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:01:53.245597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:53.250679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:53.252536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:53.253121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:53.253612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:53.257912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:01:53.259120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:01:53.266706] [DEBUG] [MAG       ] SYF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:53.271365] [INFO ] [LOCAL     ] HUBS: Saved forecast.
[2025-11-16T05:01:53.271526] [INFO ] [main      ] HUBS: Signal=1 (Conf=80.0%), Magnitude=0.91% (Conf=57.247%)
[2025-11-16T05:01:53.272054] [INFO ] [main      ] Fetching symbol history for XHR...
[2025-11-16T05:01:53.272137] [DEBUG] [REMOTE    ] XHR: Fetching historical data.
[2025-11-16T05:01:53.272705] [INFO ] [main      ] Progress: 461/472 forecasts completed (97.7%). HUBS finished in 0.8s. ETA: 1.9s. Rate: 344.94 forecasts/min
[2025-11-16T05:01:53.279530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:53.287472] [DEBUG] [REMOTE    ] XHR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:53.289503] [DEBUG] [LOCAL     ] Loaded configuration for XHR: 4 features, N/A% accuracy
[2025-11-16T05:01:53.289574] [INFO ] [LOCAL     ] XHR: Loaded 4 optimal features with 45.09% confidence from JSON config
[2025-11-16T05:01:53.289612] [DEBUG] [MAG       ] Building data for symbol: XHR with lookback: 0
[2025-11-16T05:01:53.290583] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:01:53.290688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:53.295893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:53.297914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:53.298474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:53.345688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:53.520901] [INFO ] [LOCAL     ] SYF: Saved forecast.
[2025-11-16T05:01:53.521210] [INFO ] [main      ] SYF: Signal=1 (Conf=80.0%), Magnitude=-0.33% (Conf=65.269%)
[2025-11-16T05:01:53.521784] [INFO ] [main      ] Fetching symbol history for NMI...
[2025-11-16T05:01:53.521904] [DEBUG] [REMOTE    ] NMI: Fetching historical data.
[2025-11-16T05:01:53.522926] [INFO ] [main      ] Progress: 462/472 forecasts completed (97.9%). SYF finished in 0.8s. ETA: 1.7s. Rate: 344.62 forecasts/min
[2025-11-16T05:01:53.536604] [DEBUG] [REMOTE    ] NMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:53.537823] [DEBUG] [LOCAL     ] Loaded configuration for NMI: 3 features, N/A% accuracy
[2025-11-16T05:01:53.537931] [INFO ] [LOCAL     ] NMI: Loaded 3 optimal features with 42.44% confidence from JSON config
[2025-11-16T05:01:53.538011] [DEBUG] [MAG       ] Building data for symbol: NMI with lookback: 0
[2025-11-16T05:01:53.539202] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:53.539314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:53.544600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:01:53.561928] [DEBUG] [MAG       ] OWL: Last date is validated at 2025-11-14
[2025-11-16T05:01:53.589401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:01:53.594839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:53.609822] [DEBUG] [MAG       ] BOX: Last date is validated at 2025-11-14
[2025-11-16T05:01:53.733589] [DEBUG] [MAG       ] XHR: Last date is validated at 2025-11-14
[2025-11-16T05:01:53.741839] [DEBUG] [MAG       ] OWL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:53.777226] [DEBUG] [MAG       ] BOX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:53.831160] [INFO ] [LOCAL     ] OWL: Saved forecast.
[2025-11-16T05:01:53.831396] [INFO ] [main      ] OWL: Signal=1 (Conf=80.0%), Magnitude=1.14% (Conf=57.9891%)
[2025-11-16T05:01:53.831656] [INFO ] [main      ] Fetching symbol history for UHT...
[2025-11-16T05:01:53.831773] [DEBUG] [REMOTE    ] UHT: Fetching historical data.
[2025-11-16T05:01:53.834922] [INFO ] [main      ] Progress: 463/472 forecasts completed (98.1%). OWL finished in 0.6s. ETA: 1.6s. Rate: 344.03 forecasts/min
[2025-11-16T05:01:53.846199] [DEBUG] [REMOTE    ] UHT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:53.847198] [DEBUG] [LOCAL     ] Loaded configuration for UHT: 5 features, N/A% accuracy
[2025-11-16T05:01:53.847324] [INFO ] [LOCAL     ] UHT: Loaded 5 optimal features with 59.90% confidence from JSON config
[2025-11-16T05:01:53.847423] [DEBUG] [MAG       ] Building data for symbol: UHT with lookback: 0
[2025-11-16T05:01:53.848354] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:53.848492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:53.850389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:53.851037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:53.851523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:53.852480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:01:53.853271] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:53.879608] [INFO ] [LOCAL     ] BOX: Saved forecast.
[2025-11-16T05:01:53.879903] [INFO ] [main      ] BOX: Signal=1 (Conf=80.0%), Magnitude=0.17% (Conf=55.6226%)
[2025-11-16T05:01:53.880132] [INFO ] [main      ] Fetching symbol history for GMRE...
[2025-11-16T05:01:53.880244] [DEBUG] [REMOTE    ] GMRE: Fetching historical data.
[2025-11-16T05:01:53.881706] [INFO ] [main      ] Progress: 464/472 forecasts completed (98.3%). BOX finished in 0.6s. ETA: 1.4s. Rate: 344.57 forecasts/min
[2025-11-16T05:01:53.893745] [DEBUG] [REMOTE    ] GMRE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:53.894956] [DEBUG] [LOCAL     ] Loaded configuration for GMRE: 8 features, N/A% accuracy
[2025-11-16T05:01:53.895079] [INFO ] [LOCAL     ] GMRE: Loaded 8 optimal features with 56.07% confidence from JSON config
[2025-11-16T05:01:53.895176] [DEBUG] [MAG       ] Building data for symbol: GMRE with lookback: 0
[2025-11-16T05:01:53.896047] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:01:53.896185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:53.897999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:53.898669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:01:53.899190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:53.899701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:01:53.901023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:01:53.903202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:01:53.904073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:01:53.905574] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:53.934633] [DEBUG] [MAG       ] XHR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:54.004110] [DEBUG] [MAG       ] NMI: Last date is validated at 2025-11-14
[2025-11-16T05:01:54.016981] [INFO ] [LOCAL     ] XHR: Saved forecast.
[2025-11-16T05:01:54.017259] [INFO ] [main      ] XHR: Signal=1 (Conf=80.0%), Magnitude=0.87% (Conf=45.0898%)
[2025-11-16T05:01:54.017734] [INFO ] [main      ] Fetching symbol history for WIW...
[2025-11-16T05:01:54.017792] [INFO ] [main      ] Progress: 465/472 forecasts completed (98.5%). XHR finished in 0.7s. ETA: 1.2s. Rate: 344.73 forecasts/min
[2025-11-16T05:01:54.017948] [DEBUG] [REMOTE    ] WIW: Fetching historical data.
[2025-11-16T05:01:54.031450] [DEBUG] [REMOTE    ] WIW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:54.032573] [DEBUG] [LOCAL     ] Loaded configuration for WIW: 3 features, N/A% accuracy
[2025-11-16T05:01:54.032724] [INFO ] [LOCAL     ] WIW: Loaded 3 optimal features with 23.81% confidence from JSON config
[2025-11-16T05:01:54.032827] [DEBUG] [MAG       ] Building data for symbol: WIW with lookback: 0
[2025-11-16T05:01:54.033738] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:54.033876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:54.039212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:01:54.041389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:01:54.042732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:54.177336] [DEBUG] [MAG       ] NMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:54.195540] [DEBUG] [MAG       ] UHT: Last date is validated at 2025-11-14
[2025-11-16T05:01:54.240754] [DEBUG] [MAG       ] GMRE: Last date is validated at 2025-11-14
[2025-11-16T05:01:54.242385] [INFO ] [LOCAL     ] NMI: Saved forecast.
[2025-11-16T05:01:54.242664] [INFO ] [main      ] NMI: Signal=1 (Conf=80.0%), Magnitude=0.07% (Conf=42.435%)
[2025-11-16T05:01:54.242899] [INFO ] [main      ] Fetching symbol history for QUAD...
[2025-11-16T05:01:54.242963] [DEBUG] [REMOTE    ] QUAD: Fetching historical data.
[2025-11-16T05:01:54.243740] [INFO ] [main      ] Progress: 466/472 forecasts completed (98.7%). NMI finished in 0.7s. ETA: 1.0s. Rate: 344.51 forecasts/min
[2025-11-16T05:01:54.256534] [DEBUG] [REMOTE    ] QUAD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:54.257694] [DEBUG] [LOCAL     ] Loaded configuration for QUAD: 5 features, N/A% accuracy
[2025-11-16T05:01:54.257770] [INFO ] [LOCAL     ] QUAD: Loaded 5 optimal features with 48.55% confidence from JSON config
[2025-11-16T05:01:54.257874] [DEBUG] [MAG       ] Building data for symbol: QUAD with lookback: 0
[2025-11-16T05:01:54.258755] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:01:54.258889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:01:54.263950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:01:54.265873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:01:54.266468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:01:54.266954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:01:54.269115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:54.366922] [DEBUG] [MAG       ] UHT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:54.391897] [DEBUG] [MAG       ] WIW: Last date is validated at 2025-11-14
[2025-11-16T05:01:54.406469] [DEBUG] [MAG       ] GMRE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:54.452613] [INFO ] [LOCAL     ] UHT: Saved forecast.
[2025-11-16T05:01:54.452919] [INFO ] [main      ] UHT: Signal=1 (Conf=80.0%), Magnitude=0.57% (Conf=59.9036%)
[2025-11-16T05:01:54.453165] [INFO ] [main      ] Fetching symbol history for CRS...
[2025-11-16T05:01:54.453304] [DEBUG] [REMOTE    ] CRS: Fetching historical data.
[2025-11-16T05:01:54.453942] [INFO ] [main      ] Progress: 467/472 forecasts completed (98.9%). UHT finished in 0.6s. ETA: 0.9s. Rate: 344.36 forecasts/min
[2025-11-16T05:01:54.466220] [DEBUG] [REMOTE    ] CRS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:54.467731] [DEBUG] [LOCAL     ] Loaded configuration for CRS: 3 features, N/A% accuracy
[2025-11-16T05:01:54.467889] [INFO ] [LOCAL     ] CRS: Loaded 3 optimal features with 63.62% confidence from JSON config
[2025-11-16T05:01:54.467992] [DEBUG] [MAG       ] Building data for symbol: CRS with lookback: 0
[2025-11-16T05:01:54.469123] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:01:54.469280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:01:54.470191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:01:54.471099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:01:54.472366] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:54.512817] [INFO ] [LOCAL     ] GMRE: Saved forecast.
[2025-11-16T05:01:54.513037] [INFO ] [main      ] GMRE: Signal=1 (Conf=80.0%), Magnitude=2.55% (Conf=56.0742%)
[2025-11-16T05:01:54.513266] [INFO ] [main      ] Fetching symbol history for AMT...
[2025-11-16T05:01:54.513377] [DEBUG] [REMOTE    ] AMT: Fetching historical data.
[2025-11-16T05:01:54.513873] [INFO ] [main      ] Progress: 468/472 forecasts completed (99.2%). GMRE finished in 0.6s. ETA: 0.7s. Rate: 344.85 forecasts/min
[2025-11-16T05:01:54.526839] [DEBUG] [REMOTE    ] AMT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:01:54.527911] [DEBUG] [LOCAL     ] Loaded configuration for AMT: 1 features, N/A% accuracy
[2025-11-16T05:01:54.528034] [INFO ] [LOCAL     ] AMT: Loaded 1 optimal features with 59.36% confidence from JSON config
[2025-11-16T05:01:54.528132] [DEBUG] [MAG       ] Building data for symbol: AMT with lookback: 0
[2025-11-16T05:01:54.528976] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:01:54.529105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:01:54.530046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:01:54.563958] [DEBUG] [MAG       ] WIW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:54.621152] [DEBUG] [MAG       ] QUAD: Last date is validated at 2025-11-14
[2025-11-16T05:01:54.710233] [INFO ] [LOCAL     ] WIW: Saved forecast.
[2025-11-16T05:01:54.710346] [INFO ] [main      ] WIW: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=23.8092%)
[2025-11-16T05:01:54.710744] [INFO ] [main      ] Progress: 469/472 forecasts completed (99.4%). WIW finished in 0.7s. ETA: 0.5s. Rate: 344.75 forecasts/min
[2025-11-16T05:01:54.788695] [DEBUG] [MAG       ] QUAD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:54.808632] [DEBUG] [MAG       ] CRS: Last date is validated at 2025-11-14
[2025-11-16T05:01:54.859814] [INFO ] [LOCAL     ] QUAD: Saved forecast.
[2025-11-16T05:01:54.859915] [INFO ] [main      ] QUAD: Signal=1 (Conf=80.0%), Magnitude=2.92% (Conf=48.5495%)
[2025-11-16T05:01:54.860416] [INFO ] [main      ] Progress: 470/472 forecasts completed (99.6%). QUAD finished in 0.6s. ETA: 0.3s. Rate: 344.85 forecasts/min
[2025-11-16T05:01:54.863380] [DEBUG] [MAG       ] AMT: Last date is validated at 2025-11-14
[2025-11-16T05:01:54.985201] [DEBUG] [MAG       ] CRS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:55.033083] [DEBUG] [MAG       ] AMT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:01:55.166854] [INFO ] [LOCAL     ] AMT: Saved forecast.
[2025-11-16T05:01:55.166954] [INFO ] [main      ] AMT: Signal=1 (Conf=80.0%), Magnitude=4.35% (Conf=59.3587%)
[2025-11-16T05:01:55.167589] [INFO ] [main      ] Progress: 471/472 forecasts completed (99.8%). AMT finished in 0.7s. ETA: 0.2s. Rate: 344.29 forecasts/min
[2025-11-16T05:01:55.177732] [INFO ] [LOCAL     ] CRS: Saved forecast.
[2025-11-16T05:01:55.177859] [INFO ] [main      ] CRS: Signal=1 (Conf=80.0%), Magnitude=0.21% (Conf=63.6151%)
[2025-11-16T05:01:55.178235] [INFO ] [main      ] Progress: 472/472 forecasts completed (100.0%). CRS finished in 0.7s. ETA: 0.0s. Rate: 344.98 forecasts/min
[2025-11-16T05:01:55.208818] [INFO ] [main      ] Parallel forecast generation completed in 1m 22s. Processed 472 forecasts.
[2025-11-16T05:01:55.208919] [INFO ] [main      ] Generated and saved 472 forecast pairs.
[2025-11-16T05:01:55.208983] [FATAL] [main      ] Failed to generate forecasts in parallel: 'ForecastPair' object has no attribute 'signal_forecast'
[2025-11-16T05:01:55.209046] [FATAL] [MAG       ] Fatal error during operation: 'ForecastPair' object has no attribute 'signal_forecast'
[2025-11-16T05:01:55.209383] [WARN ] [STATE     ] State set to: COMPLETED_ERROR
[2025-11-16T05:01:55.209558] [INFO ] [STATE     ] Last completion updated: 2025-11-16T05:01:55.209444
[2025-11-16T05:08:40.779427] [INFO ] [MAG       ] Starting MAG operation...
[2025-11-16T05:08:40.958891] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-11-16T05:08:41.134308] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-11-16T05:08:41.306465] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-11-16T05:08:41.477310] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-11-16T05:08:41.477774] [WARN ] [STATE     ] State set to: WAITING
[2025-11-16T05:08:41.477841] [INFO ] [STATE     ] Checking service statuses...
[2025-11-16T05:08:41.548480] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-11-16T05:08:41.554063] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T05:08:41.588402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-11-16T05:08:41.592728] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T05:08:41.628235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-11-16T05:08:41.661964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-11-16T05:08:41.662331] [WARN ] [STATE     ] State set to: RUNNING
[2025-11-16T05:08:41.662425] [INFO ] [MODE      ] Using multithreaded
[2025-11-16T05:08:41.662518] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-11-16T05:08:41.668086] [DEBUG] [REMOTE    ] Found 25 available forecast dates.
[2025-11-16T05:08:41.668335] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-11-17.txt'.
[2025-11-16T05:08:41.673630] [DEBUG] [REMOTE    ] Fetched 1746 signal forecasts for 2025-11-17.
[2025-11-16T05:08:41.700675] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-11-16T05:08:41.702134] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-11-16T05:08:41.702220] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-11-16T05:08:41.702344] [DEBUG] [EMAIL     ] Email notifications are disabled, refusing to send email to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-11-16T05:08:41.716741] [INFO ] [MODE      ] Using multithreaded
[2025-11-16T05:08:41.716992] [INFO ] [main      ] Fetching signal forecasts...
[2025-11-16T05:08:41.717089] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-11-16T05:08:41.725002] [DEBUG] [REMOTE    ] Found 25 available forecast dates.
[2025-11-16T05:08:41.725389] [INFO ] [main      ] Found available forecast date (2025-11-17).
[2025-11-16T05:08:41.725490] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-11-17.txt'.
[2025-11-16T05:08:41.732794] [DEBUG] [REMOTE    ] Fetched 1746 signal forecasts for 2025-11-17.
[2025-11-16T05:08:41.733247] [INFO ] [main      ] Fetched 1746 forecasts.
[2025-11-16T05:08:41.733531] [INFO ] [main      ] Found 472 high-confidence bullish forecasts (>= 80.0%).
[2025-11-16T05:08:41.733702] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 472 symbols
[2025-11-16T05:08:41.780204] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-11-16T05:08:41.780067] [INFO ] [main      ] Fetching symbol history for MVT...
[2025-11-16T05:08:41.780581] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-11-16T05:08:41.780117] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-11-16T05:08:41.780585] [DEBUG] [REMOTE    ] MVT: Fetching historical data.
[2025-11-16T05:08:41.780750] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-11-16T05:08:41.782173] [INFO ] [main      ] Fetching symbol history for TS...
[2025-11-16T05:08:41.782562] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2025-11-16T05:08:41.816260] [DEBUG] [REMOTE    ] MVT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:41.816482] [DEBUG] [REMOTE    ] BSX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:41.817162] [DEBUG] [LOCAL     ] Loaded configuration for MVT: 4 features, N/A% accuracy
[2025-11-16T05:08:41.817252] [INFO ] [LOCAL     ] MVT: Loaded 4 optimal features with 41.96% confidence from JSON config
[2025-11-16T05:08:41.817306] [DEBUG] [MAG       ] Building data for symbol: MVT with lookback: 0
[2025-11-16T05:08:41.817661] [DEBUG] [REMOTE    ] TS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:41.817815] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-11-16T05:08:41.817916] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-11-16T05:08:41.818156] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-11-16T05:08:41.818342] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2025-11-16T05:08:41.818476] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2025-11-16T05:08:41.818584] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2025-11-16T05:08:41.819735] [DEBUG] [REMOTE    ] PCN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:41.819802] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:08:41.819945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:41.820550] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-11-16T05:08:41.820669] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-11-16T05:08:41.820725] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-11-16T05:08:41.820978] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:08:41.821150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:41.821110] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:08:41.821357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:41.822879] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:08:41.822986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:41.822976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:41.824260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:41.825463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:41.828145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:41.829569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:41.830324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:41.832257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:41.833162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:41.834134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:41.834363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:41.835439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:41.836231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:08:41.837499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:08:41.840074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:08:41.843368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:08:41.845662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:41.875478] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:42.211426] [DEBUG] [MAG       ] TS: Last date is validated at 2025-11-14
[2025-11-16T05:08:42.265326] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-11-14
[2025-11-16T05:08:42.275730] [DEBUG] [MAG       ] MVT: Last date is validated at 2025-11-14
[2025-11-16T05:08:42.306121] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-11-14
[2025-11-16T05:08:42.454470] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:42.464570] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:42.479916] [DEBUG] [MAG       ] MVT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:42.505400] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:42.562919] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-11-16T05:08:42.563059] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.21% (Conf=56.2675%)
[2025-11-16T05:08:42.564008] [INFO ] [main      ] Fetching symbol history for ANF...
[2025-11-16T05:08:42.564100] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2025-11-16T05:08:42.565865] [INFO ] [main      ] Progress: 1/472 forecasts completed (0.2%). PCN finished in 0.8s. ETA: 6m 32s. Rate: 72.11 forecasts/min
[2025-11-16T05:08:42.584206] [DEBUG] [REMOTE    ] ANF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:42.585582] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2025-11-16T05:08:42.585750] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2025-11-16T05:08:42.585849] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2025-11-16T05:08:42.587722] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:08:42.587880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:42.590714] [INFO ] [LOCAL     ] MVT: Saved forecast.
[2025-11-16T05:08:42.590941] [INFO ] [main      ] MVT: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=41.9609%)
[2025-11-16T05:08:42.590836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:42.591985] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-11-16T05:08:42.592129] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-11-16T05:08:42.592378] [INFO ] [main      ] Progress: 2/472 forecasts completed (0.4%). MVT finished in 0.8s. ETA: 3m 22s. Rate: 139.77 forecasts/min
[2025-11-16T05:08:42.592181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:42.593454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:42.594281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:08:42.612487] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:42.613611] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-11-16T05:08:42.613868] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-11-16T05:08:42.614018] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-11-16T05:08:42.615676] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:08:42.615857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:42.618851] [INFO ] [LOCAL     ] TS: Saved forecast.
[2025-11-16T05:08:42.619293] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=2.43% (Conf=63.9039%)
[2025-11-16T05:08:42.620294] [INFO ] [main      ] Fetching symbol history for THR...
[2025-11-16T05:08:42.620450] [DEBUG] [REMOTE    ] THR: Fetching historical data.
[2025-11-16T05:08:42.620810] [INFO ] [main      ] Progress: 3/472 forecasts completed (0.6%). TS finished in 0.8s. ETA: 2m 19s. Rate: 202.93 forecasts/min
[2025-11-16T05:08:42.624678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:42.628116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:42.629272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:42.640535] [DEBUG] [REMOTE    ] THR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:42.641488] [DEBUG] [LOCAL     ] Loaded configuration for THR: 6 features, N/A% accuracy
[2025-11-16T05:08:42.641599] [INFO ] [LOCAL     ] THR: Loaded 6 optimal features with 54.84% confidence from JSON config
[2025-11-16T05:08:42.641684] [DEBUG] [MAG       ] Building data for symbol: THR with lookback: 0
[2025-11-16T05:08:42.643369] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:08:42.643536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:42.646748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:42.648290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:42.649244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:08:42.650388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:08:42.655736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:08:42.658227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:42.687411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:08:42.690402] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:42.691074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:42.694919] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-11-16T05:08:42.695118] [INFO ] [main      ] BSX: Signal=1 (Conf=100.0%), Magnitude=-0.63% (Conf=48.0086%)
[2025-11-16T05:08:42.695981] [INFO ] [main      ] Fetching symbol history for TFII...
[2025-11-16T05:08:42.696096] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2025-11-16T05:08:42.697784] [INFO ] [main      ] Progress: 4/472 forecasts completed (0.8%). BSX finished in 0.9s. ETA: 1m 53s. Rate: 248.97 forecasts/min
[2025-11-16T05:08:42.714044] [DEBUG] [REMOTE    ] TFII: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:42.714943] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2025-11-16T05:08:42.715080] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2025-11-16T05:08:42.715195] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2025-11-16T05:08:42.716379] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:08:42.716572] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:42.718602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:42.719371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:42.719962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:08:42.872165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:08:42.873749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:08:42.874777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:08:42.899062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:08:42.901123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:08:42.903565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:08:42.905157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:08:42.906184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:43.094566] [DEBUG] [MAG       ] THR: Last date is validated at 2025-11-14
[2025-11-16T05:08:43.165592] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-11-14
[2025-11-16T05:08:43.204971] [DEBUG] [MAG       ] ANF: Last date is validated at 2025-11-14
[2025-11-16T05:08:43.291693] [DEBUG] [MAG       ] TFII: Last date is validated at 2025-11-14
[2025-11-16T05:08:43.304140] [DEBUG] [MAG       ] THR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:43.340268] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:43.398455] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:43.400263] [INFO ] [LOCAL     ] THR: Saved forecast.
[2025-11-16T05:08:43.400593] [INFO ] [main      ] THR: Signal=1 (Conf=100.0%), Magnitude=-2.24% (Conf=54.8359%)
[2025-11-16T05:08:43.400859] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-11-16T05:08:43.401167] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-11-16T05:08:43.402361] [INFO ] [main      ] Progress: 5/472 forecasts completed (1.1%). THR finished in 0.8s. ETA: 2m 36s. Rate: 179.79 forecasts/min
[2025-11-16T05:08:43.410206] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-11-16T05:08:43.410530] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.41% (Conf=51.3622%)
[2025-11-16T05:08:43.411006] [INFO ] [main      ] Fetching symbol history for ENOV...
[2025-11-16T05:08:43.411125] [DEBUG] [REMOTE    ] ENOV: Fetching historical data.
[2025-11-16T05:08:43.411737] [INFO ] [main      ] Progress: 6/472 forecasts completed (1.3%). SOJC finished in 0.8s. ETA: 2m 10s. Rate: 214.55 forecasts/min
[2025-11-16T05:08:43.413734] [DEBUG] [REMOTE    ] VALE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:43.414248] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-11-16T05:08:43.414365] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-11-16T05:08:43.414462] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-11-16T05:08:43.415341] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:43.415475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:43.420332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:43.422202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:43.422783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:43.423265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:43.423396] [DEBUG] [REMOTE    ] ENOV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:43.424076] [DEBUG] [LOCAL     ] Loaded configuration for ENOV: 2 features, N/A% accuracy
[2025-11-16T05:08:43.424160] [INFO ] [LOCAL     ] ENOV: Loaded 2 optimal features with 57.35% confidence from JSON config
[2025-11-16T05:08:43.424199] [DEBUG] [MAG       ] Building data for symbol: ENOV with lookback: 0
[2025-11-16T05:08:43.424183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:43.425153] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:43.425234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:08:43.426059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:08:43.429109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:43.467836] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:43.563614] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2025-11-16T05:08:43.563759] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=-1.39% (Conf=52.596%)
[2025-11-16T05:08:43.564283] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-11-16T05:08:43.564343] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-11-16T05:08:43.565751] [INFO ] [main      ] Progress: 7/472 forecasts completed (1.5%). ANF finished in 1.0s. ETA: 2m 2s. Rate: 229.26 forecasts/min
[2025-11-16T05:08:43.578695] [DEBUG] [REMOTE    ] MSA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:43.579368] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-11-16T05:08:43.579423] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-11-16T05:08:43.579459] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-11-16T05:08:43.580442] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:08:43.580524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:43.582358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:43.582994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:08:43.625923] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2025-11-16T05:08:43.626044] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=0.62% (Conf=54.7349%)
[2025-11-16T05:08:43.626578] [INFO ] [main      ] Fetching symbol history for SO...
[2025-11-16T05:08:43.626658] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-11-16T05:08:43.626928] [INFO ] [main      ] Progress: 8/472 forecasts completed (1.7%). TFII finished in 0.9s. ETA: 1m 50s. Rate: 253.55 forecasts/min
[2025-11-16T05:08:43.639862] [DEBUG] [REMOTE    ] SO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:43.640921] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-11-16T05:08:43.640988] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-11-16T05:08:43.641026] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-11-16T05:08:43.641990] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:43.642070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:08:43.643925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:08:43.644945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:43.722272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:08:43.724742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:43.726012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:08:43.766791] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-11-14
[2025-11-16T05:08:43.775304] [DEBUG] [MAG       ] ENOV: Last date is validated at 2025-11-14
[2025-11-16T05:08:43.786499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:08:43.791637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:08:43.793862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:43.939437] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:43.947677] [DEBUG] [MAG       ] ENOV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:44.012207] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-11-16T05:08:44.012505] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=-0.21% (Conf=53.6249%)
[2025-11-16T05:08:44.013036] [INFO ] [main      ] Progress: 9/472 forecasts completed (1.9%). VALE finished in 0.6s. ETA: 1m 57s. Rate: 236.92 forecasts/min
[2025-11-16T05:08:44.013230] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-11-16T05:08:44.013346] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-11-16T05:08:44.021543] [DEBUG] [MAG       ] SO: Last date is validated at 2025-11-14
[2025-11-16T05:08:44.026573] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:44.027247] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-11-16T05:08:44.027328] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-11-16T05:08:44.027378] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-11-16T05:08:44.028307] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:08:44.028531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:44.033739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:44.055127] [INFO ] [LOCAL     ] ENOV: Saved forecast.
[2025-11-16T05:08:44.055236] [INFO ] [main      ] ENOV: Signal=1 (Conf=100.0%), Magnitude=-4.92% (Conf=57.3453%)
[2025-11-16T05:08:44.055748] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-11-16T05:08:44.055827] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-11-16T05:08:44.055901] [INFO ] [main      ] Progress: 10/472 forecasts completed (2.1%). ENOV finished in 0.6s. ETA: 1m 47s. Rate: 258.39 forecasts/min
[2025-11-16T05:08:44.068129] [DEBUG] [REMOTE    ] HLI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:44.068812] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-11-16T05:08:44.068874] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-11-16T05:08:44.068912] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-11-16T05:08:44.069834] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:08:44.069916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:08:44.071399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:44.167269] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-11-14
[2025-11-16T05:08:44.196745] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:44.298657] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-11-16T05:08:44.298936] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-2.04% (Conf=46.663%)
[2025-11-16T05:08:44.299261] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-11-16T05:08:44.299685] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-11-16T05:08:44.300761] [INFO ] [main      ] Progress: 11/472 forecasts completed (2.3%). SO finished in 0.7s. ETA: 1m 48s. Rate: 257.11 forecasts/min
[2025-11-16T05:08:44.315367] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:44.316097] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-11-16T05:08:44.316291] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-11-16T05:08:44.316389] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-11-16T05:08:44.317444] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:08:44.317584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:44.318696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:08:44.322855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:44.324741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:44.325305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:08:44.326439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:08:44.328264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:08:44.329431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:08:44.330253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:44.351448] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:44.377710] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-11-14
[2025-11-16T05:08:44.430545] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-11-14
[2025-11-16T05:08:44.496968] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-11-16T05:08:44.497306] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-0.51% (Conf=44.6423%)
[2025-11-16T05:08:44.497594] [INFO ] [main      ] Fetching symbol history for DSMC...
[2025-11-16T05:08:44.497993] [DEBUG] [REMOTE    ] DSMC: Fetching historical data.
[2025-11-16T05:08:44.499759] [INFO ] [main      ] Progress: 12/472 forecasts completed (2.5%). MSA finished in 0.9s. ETA: 1m 46s. Rate: 260.31 forecasts/min
[2025-11-16T05:08:44.513116] [DEBUG] [REMOTE    ] DSMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:44.513858] [DEBUG] [LOCAL     ] Loaded configuration for DSMC: 5 features, N/A% accuracy
[2025-11-16T05:08:44.514058] [INFO ] [LOCAL     ] DSMC: Loaded 5 optimal features with 49.76% confidence from JSON config
[2025-11-16T05:08:44.514165] [DEBUG] [MAG       ] Building data for symbol: DSMC with lookback: 0
[2025-11-16T05:08:44.515215] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:44.515356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:44.517472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:44.518157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:44.518754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:44.519263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:44.520157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:44.546948] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:44.600962] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:44.680377] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-11-14
[2025-11-16T05:08:44.720416] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-11-16T05:08:44.720532] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=4.33% (Conf=55.0682%)
[2025-11-16T05:08:44.721008] [INFO ] [main      ] Progress: 13/472 forecasts completed (2.8%). ONTO finished in 0.7s. ETA: 1m 45s. Rate: 261.11 forecasts/min
[2025-11-16T05:08:44.721171] [INFO ] [main      ] Fetching symbol history for DSU...
[2025-11-16T05:08:44.721232] [DEBUG] [REMOTE    ] DSU: Fetching historical data.
[2025-11-16T05:08:44.733028] [DEBUG] [REMOTE    ] DSU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:44.733817] [DEBUG] [LOCAL     ] Loaded configuration for DSU: 4 features, N/A% accuracy
[2025-11-16T05:08:44.734008] [INFO ] [LOCAL     ] DSU: Loaded 4 optimal features with 39.86% confidence from JSON config
[2025-11-16T05:08:44.734105] [DEBUG] [MAG       ] Building data for symbol: DSU with lookback: 0
[2025-11-16T05:08:44.734992] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:08:44.735127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:44.735565] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-11-16T05:08:44.735687] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=1.17% (Conf=40.2026%)
[2025-11-16T05:08:44.736108] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-11-16T05:08:44.736164] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-11-16T05:08:44.736229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:08:44.741359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:08:44.741682] [INFO ] [main      ] Progress: 14/472 forecasts completed (3.0%). HLI finished in 0.7s. ETA: 1m 38s. Rate: 279.76 forecasts/min
[2025-11-16T05:08:44.742289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:08:44.743004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:44.750287] [DEBUG] [REMOTE    ] TKO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:44.750989] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-11-16T05:08:44.751066] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-11-16T05:08:44.751115] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-11-16T05:08:44.751922] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:44.752014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:44.756817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:44.757674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:44.858767] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:44.882922] [DEBUG] [MAG       ] DSMC: Last date is validated at 2025-11-14
[2025-11-16T05:08:44.976090] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-11-16T05:08:44.976223] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=-18.96% (Conf=61.3435%)
[2025-11-16T05:08:44.976794] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-11-16T05:08:44.976865] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-11-16T05:08:44.977964] [INFO ] [main      ] Progress: 15/472 forecasts completed (3.2%). QBTS finished in 0.7s. ETA: 1m 39s. Rate: 277.42 forecasts/min
[2025-11-16T05:08:44.991342] [DEBUG] [REMOTE    ] WEX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:44.992261] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-11-16T05:08:44.992326] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-11-16T05:08:44.992364] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-11-16T05:08:44.993316] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:44.993394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:44.998426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:08:44.999159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:45.000986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:45.066079] [DEBUG] [MAG       ] DSMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:45.088637] [DEBUG] [MAG       ] DSU: Last date is validated at 2025-11-14
[2025-11-16T05:08:45.101073] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-11-14
[2025-11-16T05:08:45.158184] [INFO ] [LOCAL     ] DSMC: Saved forecast.
[2025-11-16T05:08:45.158306] [INFO ] [main      ] DSMC: Signal=1 (Conf=100.0%), Magnitude=-0.25% (Conf=49.7587%)
[2025-11-16T05:08:45.158835] [INFO ] [main      ] Progress: 16/472 forecasts completed (3.4%). DSMC finished in 0.7s. ETA: 1m 38s. Rate: 280.29 forecasts/min
[2025-11-16T05:08:45.159037] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-11-16T05:08:45.159101] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-11-16T05:08:45.173377] [DEBUG] [REMOTE    ] SPB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:45.174277] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-11-16T05:08:45.174360] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-11-16T05:08:45.174411] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-11-16T05:08:45.175412] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:08:45.175513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:45.177475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:45.178126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:45.178588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:45.179871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:08:45.181840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:08:45.183597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:45.269557] [DEBUG] [MAG       ] DSU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:45.273468] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:45.333918] [INFO ] [LOCAL     ] DSU: Saved forecast.
[2025-11-16T05:08:45.334224] [INFO ] [main      ] DSU: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=39.8626%)
[2025-11-16T05:08:45.334712] [INFO ] [main      ] Fetching symbol history for FDP...
[2025-11-16T05:08:45.334830] [DEBUG] [REMOTE    ] FDP: Fetching historical data.
[2025-11-16T05:08:45.335762] [INFO ] [main      ] Progress: 17/472 forecasts completed (3.6%). DSU finished in 0.6s. ETA: 1m 36s. Rate: 283.18 forecasts/min
[2025-11-16T05:08:45.347635] [DEBUG] [REMOTE    ] FDP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:45.348446] [DEBUG] [LOCAL     ] Loaded configuration for FDP: 6 features, N/A% accuracy
[2025-11-16T05:08:45.348577] [INFO ] [LOCAL     ] FDP: Loaded 6 optimal features with 61.64% confidence from JSON config
[2025-11-16T05:08:45.348700] [DEBUG] [MAG       ] Building data for symbol: FDP with lookback: 0
[2025-11-16T05:08:45.349738] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:08:45.349895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:45.350383] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-11-14
[2025-11-16T05:08:45.351060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:08:45.353217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:08:45.356227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:08:45.357190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:08:45.361550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:08:45.364553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:45.403717] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-11-16T05:08:45.404032] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=2.11% (Conf=46.5912%)
[2025-11-16T05:08:45.404491] [INFO ] [main      ] Fetching symbol history for BSAC...
[2025-11-16T05:08:45.404565] [DEBUG] [REMOTE    ] BSAC: Fetching historical data.
[2025-11-16T05:08:45.404839] [INFO ] [main      ] Progress: 18/472 forecasts completed (3.8%). TKO finished in 0.7s. ETA: 1m 33s. Rate: 294.20 forecasts/min
[2025-11-16T05:08:45.417845] [DEBUG] [REMOTE    ] BSAC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:45.418497] [DEBUG] [LOCAL     ] Loaded configuration for BSAC: 3 features, N/A% accuracy
[2025-11-16T05:08:45.418555] [INFO ] [LOCAL     ] BSAC: Loaded 3 optimal features with 50.65% confidence from JSON config
[2025-11-16T05:08:45.418596] [DEBUG] [MAG       ] Building data for symbol: BSAC with lookback: 0
[2025-11-16T05:08:45.419465] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:45.419548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:45.424724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:45.426616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:45.427152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:45.531871] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:45.551872] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-11-14
[2025-11-16T05:08:45.689990] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-11-16T05:08:45.690129] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=-7.25% (Conf=53.2942%)
[2025-11-16T05:08:45.690376] [INFO ] [main      ] Fetching symbol history for HUM...
[2025-11-16T05:08:45.690432] [DEBUG] [REMOTE    ] HUM: Fetching historical data.
[2025-11-16T05:08:45.691758] [INFO ] [main      ] Progress: 19/472 forecasts completed (4.0%). WEX finished in 0.7s. ETA: 1m 34s. Rate: 288.03 forecasts/min
[2025-11-16T05:08:45.706444] [DEBUG] [REMOTE    ] HUM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:45.707375] [DEBUG] [LOCAL     ] Loaded configuration for HUM: 1 features, N/A% accuracy
[2025-11-16T05:08:45.707441] [INFO ] [LOCAL     ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config
[2025-11-16T05:08:45.707478] [DEBUG] [MAG       ] Building data for symbol: HUM with lookback: 0
[2025-11-16T05:08:45.708456] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:08:45.708535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:45.711044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:45.719506] [DEBUG] [MAG       ] FDP: Last date is validated at 2025-11-14
[2025-11-16T05:08:45.730312] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:45.763952] [DEBUG] [MAG       ] BSAC: Last date is validated at 2025-11-14
[2025-11-16T05:08:45.856106] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-11-16T05:08:45.856278] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=-6.78% (Conf=40.5196%)
[2025-11-16T05:08:45.856808] [INFO ] [main      ] Fetching symbol history for TEL...
[2025-11-16T05:08:45.856883] [DEBUG] [REMOTE    ] TEL: Fetching historical data.
[2025-11-16T05:08:45.857821] [INFO ] [main      ] Progress: 20/472 forecasts completed (4.2%). SPB finished in 0.7s. ETA: 1m 33s. Rate: 290.98 forecasts/min
[2025-11-16T05:08:45.871552] [DEBUG] [REMOTE    ] TEL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:45.872696] [DEBUG] [LOCAL     ] Loaded configuration for TEL: 3 features, N/A% accuracy
[2025-11-16T05:08:45.872822] [INFO ] [LOCAL     ] TEL: Loaded 3 optimal features with 62.06% confidence from JSON config
[2025-11-16T05:08:45.872928] [DEBUG] [MAG       ] Building data for symbol: TEL with lookback: 0
[2025-11-16T05:08:45.873935] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:45.874074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:45.879529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:45.880782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:08:45.882532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:45.891360] [DEBUG] [MAG       ] FDP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:45.935142] [DEBUG] [MAG       ] BSAC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:45.983859] [INFO ] [LOCAL     ] FDP: Saved forecast.
[2025-11-16T05:08:45.983961] [INFO ] [main      ] FDP: Signal=1 (Conf=100.0%), Magnitude=0.06% (Conf=61.644%)
[2025-11-16T05:08:45.984337] [INFO ] [main      ] Fetching symbol history for DELL...
[2025-11-16T05:08:45.984396] [DEBUG] [REMOTE    ] DELL: Fetching historical data.
[2025-11-16T05:08:45.984874] [INFO ] [main      ] Progress: 21/472 forecasts completed (4.4%). FDP finished in 0.6s. ETA: 1m 31s. Rate: 296.40 forecasts/min
[2025-11-16T05:08:46.000096] [DEBUG] [REMOTE    ] DELL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:46.001118] [DEBUG] [LOCAL     ] Loaded configuration for DELL: 3 features, N/A% accuracy
[2025-11-16T05:08:46.001242] [INFO ] [LOCAL     ] DELL: Loaded 3 optimal features with 63.60% confidence from JSON config
[2025-11-16T05:08:46.001794] [DEBUG] [MAG       ] Building data for symbol: DELL with lookback: 0
[2025-11-16T05:08:46.002869] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:46.003010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:46.008112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:46.009064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:08:46.020755] [INFO ] [LOCAL     ] BSAC: Saved forecast.
[2025-11-16T05:08:46.020868] [INFO ] [main      ] BSAC: Signal=1 (Conf=100.0%), Magnitude=3.28% (Conf=50.652%)
[2025-11-16T05:08:46.021307] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-11-16T05:08:46.021367] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-11-16T05:08:46.021779] [INFO ] [main      ] Progress: 22/472 forecasts completed (4.7%). BSAC finished in 0.6s. ETA: 1m 28s. Rate: 307.84 forecasts/min
[2025-11-16T05:08:46.035008] [DEBUG] [REMOTE    ] BUD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:46.035880] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-11-16T05:08:46.035946] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-11-16T05:08:46.035984] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-11-16T05:08:46.036990] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:46.037077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:46.042608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:08:46.045978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:08:46.059449] [DEBUG] [MAG       ] HUM: Last date is validated at 2025-11-14
[2025-11-16T05:08:46.064276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:46.154942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:46.230433] [DEBUG] [MAG       ] HUM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:46.259022] [DEBUG] [MAG       ] TEL: Last date is validated at 2025-11-14
[2025-11-16T05:08:46.417414] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-11-14
[2025-11-16T05:08:46.424056] [INFO ] [LOCAL     ] HUM: Saved forecast.
[2025-11-16T05:08:46.424192] [INFO ] [main      ] HUM: Signal=1 (Conf=100.0%), Magnitude=3.45% (Conf=52.7504%)
[2025-11-16T05:08:46.424432] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-11-16T05:08:46.424488] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-11-16T05:08:46.425913] [INFO ] [main      ] Progress: 23/472 forecasts completed (4.9%). HUM finished in 0.7s. ETA: 1m 32s. Rate: 294.11 forecasts/min
[2025-11-16T05:08:46.440678] [DEBUG] [REMOTE    ] BYD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:46.441580] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-11-16T05:08:46.441635] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-11-16T05:08:46.441694] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-11-16T05:08:46.442574] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:08:46.442676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:46.444939] [DEBUG] [MAG       ] TEL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:46.447594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:46.449478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:46.450023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:46.450454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:46.539207] [DEBUG] [MAG       ] DELL: Last date is validated at 2025-11-14
[2025-11-16T05:08:46.582023] [INFO ] [LOCAL     ] TEL: Saved forecast.
[2025-11-16T05:08:46.582151] [INFO ] [main      ] TEL: Signal=1 (Conf=100.0%), Magnitude=0.66% (Conf=62.0592%)
[2025-11-16T05:08:46.582660] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-11-16T05:08:46.582761] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-11-16T05:08:46.582772] [INFO ] [main      ] Progress: 24/472 forecasts completed (5.1%). TEL finished in 0.7s. ETA: 1m 31s. Rate: 296.97 forecasts/min
[2025-11-16T05:08:46.594065] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:46.597625] [DEBUG] [REMOTE    ] WMS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:46.598777] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-11-16T05:08:46.598846] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-11-16T05:08:46.598884] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-11-16T05:08:46.599882] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:08:46.599963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:08:46.603244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:46.706334] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-11-16T05:08:46.706483] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=0.01% (Conf=57.7443%)
[2025-11-16T05:08:46.707039] [INFO ] [main      ] Fetching symbol history for CMC...
[2025-11-16T05:08:46.707123] [DEBUG] [REMOTE    ] CMC: Fetching historical data.
[2025-11-16T05:08:46.707766] [INFO ] [main      ] Progress: 25/472 forecasts completed (5.3%). BUD finished in 0.7s. ETA: 1m 29s. Rate: 301.57 forecasts/min
[2025-11-16T05:08:46.717596] [DEBUG] [MAG       ] DELL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:46.720397] [DEBUG] [REMOTE    ] CMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:46.721188] [DEBUG] [LOCAL     ] Loaded configuration for CMC: 4 features, N/A% accuracy
[2025-11-16T05:08:46.721265] [INFO ] [LOCAL     ] CMC: Loaded 4 optimal features with 49.98% confidence from JSON config
[2025-11-16T05:08:46.721314] [DEBUG] [MAG       ] Building data for symbol: CMC with lookback: 0
[2025-11-16T05:08:46.722140] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:08:46.722231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:46.727069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:46.727938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:46.730291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:08:46.731051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:46.795638] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-11-14
[2025-11-16T05:08:46.868688] [INFO ] [LOCAL     ] DELL: Saved forecast.
[2025-11-16T05:08:46.868806] [INFO ] [main      ] DELL: Signal=1 (Conf=100.0%), Magnitude=2.74% (Conf=63.5955%)
[2025-11-16T05:08:46.869228] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-11-16T05:08:46.869286] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-11-16T05:08:46.869768] [INFO ] [main      ] Progress: 26/472 forecasts completed (5.5%). DELL finished in 0.9s. ETA: 1m 28s. Rate: 303.74 forecasts/min
[2025-11-16T05:08:46.881931] [DEBUG] [REMOTE    ] GEL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:46.882476] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-11-16T05:08:46.882534] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-11-16T05:08:46.882573] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-11-16T05:08:46.883442] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-11-16T05:08:46.883541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:46.888974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:46.890882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:46.891388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:46.891845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:46.892717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:08:46.950699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:08:46.968376] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-11-14
[2025-11-16T05:08:46.970055] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:47.042558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:47.043695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:08:47.045004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:08:47.047096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:08:47.048440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:08:47.049233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:47.082067] [DEBUG] [MAG       ] CMC: Last date is validated at 2025-11-14
[2025-11-16T05:08:47.083106] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-11-16T05:08:47.083228] [INFO ] [main      ] BYD: Signal=1 (Conf=100.0%), Magnitude=-0.87% (Conf=41.621%)
[2025-11-16T05:08:47.083479] [INFO ] [main      ] Fetching symbol history for PNW...
[2025-11-16T05:08:47.083536] [DEBUG] [REMOTE    ] PNW: Fetching historical data.
[2025-11-16T05:08:47.084948] [INFO ] [main      ] Progress: 27/472 forecasts completed (5.7%). BYD finished in 0.7s. ETA: 1m 28s. Rate: 302.74 forecasts/min
[2025-11-16T05:08:47.098396] [DEBUG] [REMOTE    ] PNW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:47.099354] [DEBUG] [LOCAL     ] Loaded configuration for PNW: 3 features, N/A% accuracy
[2025-11-16T05:08:47.099514] [INFO ] [LOCAL     ] PNW: Loaded 3 optimal features with 57.10% confidence from JSON config
[2025-11-16T05:08:47.099626] [DEBUG] [MAG       ] Building data for symbol: PNW with lookback: 0
[2025-11-16T05:08:47.100756] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:47.100896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:47.106376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:47.107506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:08:47.108198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:47.149596] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:47.256046] [DEBUG] [MAG       ] CMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:47.303393] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-11-16T05:08:47.303530] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=-4.40% (Conf=49.9748%)
[2025-11-16T05:08:47.304057] [INFO ] [main      ] Fetching symbol history for VIST...
[2025-11-16T05:08:47.304127] [DEBUG] [REMOTE    ] VIST: Fetching historical data.
[2025-11-16T05:08:47.304770] [INFO ] [main      ] Progress: 28/472 forecasts completed (5.9%). WMS finished in 0.7s. ETA: 1m 28s. Rate: 301.56 forecasts/min
[2025-11-16T05:08:47.319961] [DEBUG] [REMOTE    ] VIST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:47.320774] [DEBUG] [LOCAL     ] Loaded configuration for VIST: 2 features, N/A% accuracy
[2025-11-16T05:08:47.320849] [INFO ] [LOCAL     ] VIST: Loaded 2 optimal features with 55.20% confidence from JSON config
[2025-11-16T05:08:47.320908] [DEBUG] [MAG       ] Building data for symbol: VIST with lookback: 0
[2025-11-16T05:08:47.321988] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:47.322073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:08:47.374094] [INFO ] [LOCAL     ] CMC: Saved forecast.
[2025-11-16T05:08:47.374198] [INFO ] [main      ] CMC: Signal=1 (Conf=100.0%), Magnitude=-2.03% (Conf=49.975%)
[2025-11-16T05:08:47.374407] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-11-16T05:08:47.374459] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-11-16T05:08:47.374944] [INFO ] [main      ] Progress: 29/472 forecasts completed (6.1%). CMC finished in 0.7s. ETA: 1m 26s. Rate: 308.45 forecasts/min
[2025-11-16T05:08:47.383138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:08:47.384440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:47.387146] [DEBUG] [REMOTE    ] AZO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:47.387710] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-11-16T05:08:47.387771] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-11-16T05:08:47.387817] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-11-16T05:08:47.388604] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:08:47.388702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:47.393464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:47.395260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:47.395800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:47.396252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:47.396726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:08:47.397968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:47.410181] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-11-14
[2025-11-16T05:08:47.485161] [DEBUG] [MAG       ] PNW: Last date is validated at 2025-11-14
[2025-11-16T05:08:47.585346] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:47.671942] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-11-16T05:08:47.672046] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=2.75% (Conf=36.1082%)
[2025-11-16T05:08:47.672453] [INFO ] [main      ] Fetching symbol history for MA...
[2025-11-16T05:08:47.672513] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-11-16T05:08:47.672738] [INFO ] [main      ] Progress: 30/472 forecasts completed (6.4%). GEL finished in 0.8s. ETA: 1m 28s. Rate: 303.08 forecasts/min
[2025-11-16T05:08:47.675126] [DEBUG] [MAG       ] PNW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:47.686757] [DEBUG] [REMOTE    ] MA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:47.687795] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-11-16T05:08:47.687867] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-11-16T05:08:47.687909] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-11-16T05:08:47.688974] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:47.689059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:47.694763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:08:47.698329] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:47.735160] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-11-14
[2025-11-16T05:08:47.752572] [DEBUG] [MAG       ] VIST: Last date is validated at 2025-11-14
[2025-11-16T05:08:47.787612] [INFO ] [LOCAL     ] PNW: Saved forecast.
[2025-11-16T05:08:47.787767] [INFO ] [main      ] PNW: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=57.1009%)
[2025-11-16T05:08:47.788297] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-11-16T05:08:47.788357] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-11-16T05:08:47.789601] [INFO ] [main      ] Progress: 31/472 forecasts completed (6.6%). PNW finished in 0.7s. ETA: 1m 26s. Rate: 307.14 forecasts/min
[2025-11-16T05:08:47.803493] [DEBUG] [REMOTE    ] PHK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:47.804541] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-11-16T05:08:47.804679] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-11-16T05:08:47.804779] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-11-16T05:08:47.805791] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:47.805924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:47.810972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:47.811957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:47.814343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:47.908923] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:47.931316] [DEBUG] [MAG       ] VIST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:48.055346] [INFO ] [LOCAL     ] VIST: Saved forecast.
[2025-11-16T05:08:48.055461] [INFO ] [main      ] VIST: Signal=1 (Conf=90.0%), Magnitude=5.15% (Conf=55.1952%)
[2025-11-16T05:08:48.055954] [INFO ] [main      ] Progress: 32/472 forecasts completed (6.8%). VIST finished in 0.8s. ETA: 1m 27s. Rate: 303.69 forecasts/min
[2025-11-16T05:08:48.056136] [INFO ] [main      ] Fetching symbol history for WTTR...
[2025-11-16T05:08:48.056192] [DEBUG] [REMOTE    ] WTTR: Fetching historical data.
[2025-11-16T05:08:48.070661] [DEBUG] [REMOTE    ] WTTR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:48.071376] [DEBUG] [LOCAL     ] Loaded configuration for WTTR: 4 features, N/A% accuracy
[2025-11-16T05:08:48.071441] [INFO ] [LOCAL     ] WTTR: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-11-16T05:08:48.071486] [DEBUG] [MAG       ] Building data for symbol: WTTR with lookback: 0
[2025-11-16T05:08:48.072460] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:08:48.072543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:48.077635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:48.078575] [DEBUG] [MAG       ] MA: Last date is validated at 2025-11-14
[2025-11-16T05:08:48.078791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:48.125871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:08:48.127775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:48.156684] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-11-16T05:08:48.156818] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-2.67% (Conf=52.3278%)
[2025-11-16T05:08:48.157077] [INFO ] [main      ] Fetching symbol history for HYT...
[2025-11-16T05:08:48.157135] [DEBUG] [REMOTE    ] HYT: Fetching historical data.
[2025-11-16T05:08:48.158061] [INFO ] [main      ] Progress: 33/472 forecasts completed (7.0%). AZO finished in 0.8s. ETA: 1m 25s. Rate: 308.21 forecasts/min
[2025-11-16T05:08:48.173826] [DEBUG] [REMOTE    ] HYT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:48.174934] [DEBUG] [LOCAL     ] Loaded configuration for HYT: 8 features, N/A% accuracy
[2025-11-16T05:08:48.175060] [INFO ] [LOCAL     ] HYT: Loaded 8 optimal features with 52.78% confidence from JSON config
[2025-11-16T05:08:48.175178] [DEBUG] [MAG       ] Building data for symbol: HYT with lookback: 0
[2025-11-16T05:08:48.176281] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:08:48.176447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:48.176868] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-11-14
[2025-11-16T05:08:48.181636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:48.182603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:48.185135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:08:48.186508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:08:48.253145] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:48.280441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:08:48.281871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:08:48.283306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:08:48.288799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:48.367558] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:48.432232] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-11-16T05:08:48.432348] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=26.5154%)
[2025-11-16T05:08:48.432530] [INFO ] [main      ] Fetching symbol history for BIT...
[2025-11-16T05:08:48.432584] [DEBUG] [REMOTE    ] BIT: Fetching historical data.
[2025-11-16T05:08:48.433215] [INFO ] [main      ] Progress: 34/472 forecasts completed (7.2%). PHK finished in 0.6s. ETA: 1m 26s. Rate: 304.50 forecasts/min
[2025-11-16T05:08:48.446739] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-11-16T05:08:48.447071] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=-0.76% (Conf=57.4444%)
[2025-11-16T05:08:48.447587] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-11-16T05:08:48.447729] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-11-16T05:08:48.447740] [INFO ] [main      ] Progress: 35/472 forecasts completed (7.4%). MA finished in 0.8s. ETA: 1m 24s. Rate: 312.78 forecasts/min
[2025-11-16T05:08:48.448569] [DEBUG] [REMOTE    ] BIT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:48.449283] [DEBUG] [LOCAL     ] Loaded configuration for BIT: 2 features, N/A% accuracy
[2025-11-16T05:08:48.449344] [INFO ] [LOCAL     ] BIT: Loaded 2 optimal features with 56.32% confidence from JSON config
[2025-11-16T05:08:48.449386] [DEBUG] [MAG       ] Building data for symbol: BIT with lookback: 0
[2025-11-16T05:08:48.450360] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:48.450477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:48.456107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:48.457467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:48.460552] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:48.461318] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-11-16T05:08:48.461385] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-11-16T05:08:48.461423] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-11-16T05:08:48.462330] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:08:48.462413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:48.467416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:48.469448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:48.470011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:48.470450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:08:48.473481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:08:48.474963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:48.489791] [DEBUG] [MAG       ] WTTR: Last date is validated at 2025-11-14
[2025-11-16T05:08:48.654240] [DEBUG] [MAG       ] HYT: Last date is validated at 2025-11-14
[2025-11-16T05:08:48.665945] [DEBUG] [MAG       ] WTTR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:48.752131] [INFO ] [LOCAL     ] WTTR: Saved forecast.
[2025-11-16T05:08:48.752257] [INFO ] [main      ] WTTR: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=58.5027%)
[2025-11-16T05:08:48.752504] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-11-16T05:08:48.752561] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-11-16T05:08:48.753765] [INFO ] [main      ] Progress: 36/472 forecasts completed (7.6%). WTTR finished in 0.7s. ETA: 1m 25s. Rate: 307.69 forecasts/min
[2025-11-16T05:08:48.766823] [DEBUG] [REMOTE    ] NXE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:48.767741] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-11-16T05:08:48.767805] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-11-16T05:08:48.767843] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-11-16T05:08:48.768792] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:48.768875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:48.773917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:48.809215] [DEBUG] [MAG       ] BIT: Last date is validated at 2025-11-14
[2025-11-16T05:08:48.818279] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-11-14
[2025-11-16T05:08:48.821686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:48.832129] [DEBUG] [MAG       ] HYT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:48.906596] [INFO ] [LOCAL     ] HYT: Saved forecast.
[2025-11-16T05:08:48.906938] [INFO ] [main      ] HYT: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=52.7845%)
[2025-11-16T05:08:48.907256] [INFO ] [main      ] Fetching symbol history for SOR...
[2025-11-16T05:08:48.907370] [DEBUG] [REMOTE    ] SOR: Fetching historical data.
[2025-11-16T05:08:48.908322] [INFO ] [main      ] Progress: 37/472 forecasts completed (7.8%). HYT finished in 0.7s. ETA: 1m 24s. Rate: 309.43 forecasts/min
[2025-11-16T05:08:48.922661] [DEBUG] [REMOTE    ] SOR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:48.923723] [DEBUG] [LOCAL     ] Loaded configuration for SOR: 8 features, N/A% accuracy
[2025-11-16T05:08:48.923844] [INFO ] [LOCAL     ] SOR: Loaded 8 optimal features with 62.63% confidence from JSON config
[2025-11-16T05:08:48.923942] [DEBUG] [MAG       ] Building data for symbol: SOR with lookback: 0
[2025-11-16T05:08:48.924906] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:08:48.925044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:48.925910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:48.928505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:08:48.930873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:08:48.933942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:08:48.935191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:08:48.936776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:08:48.938041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:08:48.939915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:48.982128] [DEBUG] [MAG       ] BIT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:48.992110] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:49.045965] [INFO ] [LOCAL     ] BIT: Saved forecast.
[2025-11-16T05:08:49.046073] [INFO ] [main      ] BIT: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=56.3163%)
[2025-11-16T05:08:49.046593] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-11-16T05:08:49.046676] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-11-16T05:08:49.046856] [INFO ] [main      ] Progress: 38/472 forecasts completed (8.1%). BIT finished in 0.6s. ETA: 1m 24s. Rate: 311.77 forecasts/min
[2025-11-16T05:08:49.062029] [DEBUG] [REMOTE    ] NATL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:49.062983] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-11-16T05:08:49.063047] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-11-16T05:08:49.063084] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-11-16T05:08:49.064004] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:49.064085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:49.064174] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-11-16T05:08:49.064280] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=2.65% (Conf=42.0612%)
[2025-11-16T05:08:49.064526] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-11-16T05:08:49.064582] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-11-16T05:08:49.064901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:49.065810] [INFO ] [main      ] Progress: 39/472 forecasts completed (8.3%). DOUG finished in 0.6s. ETA: 1m 21s. Rate: 319.15 forecasts/min
[2025-11-16T05:08:49.067376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:08:49.068163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:08:49.071299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:08:49.072942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:49.078850] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:49.079512] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-11-16T05:08:49.079580] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-11-16T05:08:49.079629] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-11-16T05:08:49.080554] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:08:49.080675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:49.085698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:49.087788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:49.088340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:49.088876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:49.185136] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-11-14
[2025-11-16T05:08:49.297206] [DEBUG] [MAG       ] SOR: Last date is validated at 2025-11-14
[2025-11-16T05:08:49.361895] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:49.421463] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-11-14
[2025-11-16T05:08:49.438152] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-11-16T05:08:49.438274] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=53.3323%)
[2025-11-16T05:08:49.438515] [INFO ] [main      ] Fetching symbol history for IDE...
[2025-11-16T05:08:49.438567] [DEBUG] [REMOTE    ] IDE: Fetching historical data.
[2025-11-16T05:08:49.439261] [INFO ] [main      ] Progress: 40/472 forecasts completed (8.5%). NXE finished in 0.7s. ETA: 1m 23s. Rate: 311.47 forecasts/min
[2025-11-16T05:08:49.445022] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-11-14
[2025-11-16T05:08:49.453020] [DEBUG] [REMOTE    ] IDE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:49.453952] [DEBUG] [LOCAL     ] Loaded configuration for IDE: 8 features, N/A% accuracy
[2025-11-16T05:08:49.454017] [INFO ] [LOCAL     ] IDE: Loaded 8 optimal features with 42.90% confidence from JSON config
[2025-11-16T05:08:49.454054] [DEBUG] [MAG       ] Building data for symbol: IDE with lookback: 0
[2025-11-16T05:08:49.455005] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:08:49.455088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:49.456913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:49.457520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:49.458403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:49.459400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:08:49.473128] [DEBUG] [MAG       ] SOR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:49.563983] [INFO ] [LOCAL     ] SOR: Saved forecast.
[2025-11-16T05:08:49.564103] [INFO ] [main      ] SOR: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=62.6293%)
[2025-11-16T05:08:49.564345] [INFO ] [main      ] Fetching symbol history for ECC...
[2025-11-16T05:08:49.564400] [DEBUG] [REMOTE    ] ECC: Fetching historical data.
[2025-11-16T05:08:49.565544] [INFO ] [main      ] Progress: 41/472 forecasts completed (8.7%). SOR finished in 0.7s. ETA: 1m 22s. Rate: 314.11 forecasts/min
[2025-11-16T05:08:49.580525] [DEBUG] [REMOTE    ] ECC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:49.581424] [DEBUG] [LOCAL     ] Loaded configuration for ECC: 6 features, N/A% accuracy
[2025-11-16T05:08:49.581548] [INFO ] [LOCAL     ] ECC: Loaded 6 optimal features with 60.37% confidence from JSON config
[2025-11-16T05:08:49.581674] [DEBUG] [MAG       ] Building data for symbol: ECC with lookback: 0
[2025-11-16T05:08:49.582728] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:08:49.582870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:49.588196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:49.590344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:49.591010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:49.591519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:49.592423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:08:49.599320] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:49.605947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:08:49.610202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:08:49.612629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:08:49.614597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:49.634577] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:49.652354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:49.706040] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-11-16T05:08:49.706158] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=57.2769%)
[2025-11-16T05:08:49.706392] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-11-16T05:08:49.706472] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-11-16T05:08:49.707558] [INFO ] [main      ] Progress: 42/472 forecasts completed (8.9%). NATL finished in 0.7s. ETA: 1m 22s. Rate: 316.04 forecasts/min
[2025-11-16T05:08:49.710142] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-11-16T05:08:49.710249] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=-3.34% (Conf=62.9904%)
[2025-11-16T05:08:49.710576] [INFO ] [main      ] Fetching symbol history for SQNS...
[2025-11-16T05:08:49.710634] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2025-11-16T05:08:49.710778] [INFO ] [main      ] Progress: 43/472 forecasts completed (9.1%). VTEX finished in 0.6s. ETA: 1m 20s. Rate: 323.43 forecasts/min
[2025-11-16T05:08:49.723177] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:49.724216] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-11-16T05:08:49.724345] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-11-16T05:08:49.724449] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-11-16T05:08:49.725279] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:49.725631] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:08:49.725895] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2025-11-16T05:08:49.725833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:49.726150] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2025-11-16T05:08:49.726194] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2025-11-16T05:08:49.727228] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:08:49.727452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:49.731481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:49.732709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:49.733453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:49.734022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:49.734492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:49.734917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:49.735486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:49.735978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:49.737040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:08:49.736988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:49.738790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:08:49.739556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:08:49.739858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:49.873066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:49.874689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:08:49.876085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:49.978818] [DEBUG] [MAG       ] IDE: Last date is validated at 2025-11-14
[2025-11-16T05:08:50.016592] [DEBUG] [MAG       ] ECC: Last date is validated at 2025-11-14
[2025-11-16T05:08:50.105338] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-11-14
[2025-11-16T05:08:50.155463] [DEBUG] [MAG       ] IDE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:50.193614] [DEBUG] [MAG       ] ECC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:50.236234] [DEBUG] [MAG       ] SQNS: Last date is validated at 2025-11-14
[2025-11-16T05:08:50.262758] [INFO ] [LOCAL     ] ECC: Saved forecast.
[2025-11-16T05:08:50.262881] [INFO ] [main      ] ECC: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=60.3684%)
[2025-11-16T05:08:50.263447] [INFO ] [main      ] Fetching symbol history for FVRR...
[2025-11-16T05:08:50.263512] [DEBUG] [REMOTE    ] FVRR: Fetching historical data.
[2025-11-16T05:08:50.263767] [INFO ] [main      ] Progress: 44/472 forecasts completed (9.3%). ECC finished in 0.7s. ETA: 1m 23s. Rate: 309.50 forecasts/min
[2025-11-16T05:08:50.279709] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:50.280048] [DEBUG] [REMOTE    ] FVRR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:50.281036] [DEBUG] [LOCAL     ] Loaded configuration for FVRR: 5 features, N/A% accuracy
[2025-11-16T05:08:50.281104] [INFO ] [LOCAL     ] FVRR: Loaded 5 optimal features with 48.07% confidence from JSON config
[2025-11-16T05:08:50.281143] [DEBUG] [MAG       ] Building data for symbol: FVRR with lookback: 0
[2025-11-16T05:08:50.282109] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:50.282194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:50.284107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:50.284795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:50.285232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:50.286215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:08:50.288316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:50.304941] [INFO ] [LOCAL     ] IDE: Saved forecast.
[2025-11-16T05:08:50.305060] [INFO ] [main      ] IDE: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=42.9049%)
[2025-11-16T05:08:50.305304] [INFO ] [main      ] Fetching symbol history for PHR...
[2025-11-16T05:08:50.305372] [DEBUG] [REMOTE    ] PHR: Fetching historical data.
[2025-11-16T05:08:50.306587] [INFO ] [main      ] Progress: 45/472 forecasts completed (9.5%). IDE finished in 0.9s. ETA: 1m 21s. Rate: 314.95 forecasts/min
[2025-11-16T05:08:50.320995] [DEBUG] [REMOTE    ] PHR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:50.322001] [DEBUG] [LOCAL     ] Loaded configuration for PHR: 6 features, N/A% accuracy
[2025-11-16T05:08:50.322083] [INFO ] [LOCAL     ] PHR: Loaded 6 optimal features with 60.79% confidence from JSON config
[2025-11-16T05:08:50.322140] [DEBUG] [MAG       ] Building data for symbol: PHR with lookback: 0
[2025-11-16T05:08:50.323110] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:08:50.323209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:50.325149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:50.325780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:50.328320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:08:50.416848] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:50.425962] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-11-16T05:08:50.426078] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=39.2888%)
[2025-11-16T05:08:50.426311] [INFO ] [main      ] Fetching symbol history for ZETA...
[2025-11-16T05:08:50.426368] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2025-11-16T05:08:50.427680] [INFO ] [main      ] Progress: 46/472 forecasts completed (9.7%). MSGS finished in 0.7s. ETA: 1m 21s. Rate: 317.47 forecasts/min
[2025-11-16T05:08:50.441904] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:50.442812] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2025-11-16T05:08:50.442940] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2025-11-16T05:08:50.443043] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2025-11-16T05:08:50.443990] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:50.444141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:50.445192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:08:50.462683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:08:50.464512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:08:50.467487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:50.577583] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:50.613122] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2025-11-16T05:08:50.613496] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=-7.84% (Conf=41.0619%)
[2025-11-16T05:08:50.614015] [INFO ] [main      ] Fetching symbol history for CTRE...
[2025-11-16T05:08:50.614138] [DEBUG] [REMOTE    ] CTRE: Fetching historical data.
[2025-11-16T05:08:50.614768] [INFO ] [main      ] Progress: 47/472 forecasts completed (10.0%). SQNS finished in 0.9s. ETA: 1m 20s. Rate: 317.53 forecasts/min
[2025-11-16T05:08:50.626752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:08:50.627798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:08:50.628473] [DEBUG] [REMOTE    ] CTRE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:50.629398] [DEBUG] [LOCAL     ] Loaded configuration for CTRE: 5 features, N/A% accuracy
[2025-11-16T05:08:50.629532] [INFO ] [LOCAL     ] CTRE: Loaded 5 optimal features with 54.19% confidence from JSON config
[2025-11-16T05:08:50.629661] [DEBUG] [MAG       ] Building data for symbol: CTRE with lookback: 0
[2025-11-16T05:08:50.630712] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:50.630849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:50.632711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:50.633340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:50.633929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:50.634429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:50.637070] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:50.645757] [DEBUG] [MAG       ] FVRR: Last date is validated at 2025-11-14
[2025-11-16T05:08:50.721901] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:50.819368] [DEBUG] [MAG       ] PHR: Last date is validated at 2025-11-14
[2025-11-16T05:08:50.822385] [DEBUG] [MAG       ] FVRR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:50.932309] [INFO ] [LOCAL     ] FVRR: Saved forecast.
[2025-11-16T05:08:50.932432] [INFO ] [main      ] FVRR: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=48.0739%)
[2025-11-16T05:08:50.932689] [INFO ] [main      ] Fetching symbol history for EIG...
[2025-11-16T05:08:50.932746] [DEBUG] [REMOTE    ] EIG: Fetching historical data.
[2025-11-16T05:08:50.934940] [INFO ] [main      ] Progress: 48/472 forecasts completed (10.2%). FVRR finished in 0.7s. ETA: 1m 21s. Rate: 313.00 forecasts/min
[2025-11-16T05:08:50.948934] [DEBUG] [REMOTE    ] EIG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:50.949729] [DEBUG] [LOCAL     ] Loaded configuration for EIG: 2 features, N/A% accuracy
[2025-11-16T05:08:50.949792] [INFO ] [LOCAL     ] EIG: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-11-16T05:08:50.949836] [DEBUG] [MAG       ] Building data for symbol: EIG with lookback: 0
[2025-11-16T05:08:50.950776] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:50.950855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:50.956064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:50.957199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:50.993567] [DEBUG] [MAG       ] PHR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:50.997708] [DEBUG] [MAG       ] CTRE: Last date is validated at 2025-11-14
[2025-11-16T05:08:51.090529] [DEBUG] [MAG       ] ZETA: Last date is validated at 2025-11-14
[2025-11-16T05:08:51.104177] [INFO ] [LOCAL     ] PHR: Saved forecast.
[2025-11-16T05:08:51.104513] [INFO ] [main      ] PHR: Signal=1 (Conf=90.0%), Magnitude=2.53% (Conf=60.793%)
[2025-11-16T05:08:51.104848] [INFO ] [main      ] Fetching symbol history for KIO...
[2025-11-16T05:08:51.104968] [DEBUG] [REMOTE    ] KIO: Fetching historical data.
[2025-11-16T05:08:51.106765] [INFO ] [main      ] Progress: 49/472 forecasts completed (10.4%). PHR finished in 0.8s. ETA: 1m 21s. Rate: 313.67 forecasts/min
[2025-11-16T05:08:51.120114] [DEBUG] [REMOTE    ] KIO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:51.120944] [DEBUG] [LOCAL     ] Loaded configuration for KIO: 8 features, N/A% accuracy
[2025-11-16T05:08:51.121103] [INFO ] [LOCAL     ] KIO: Loaded 8 optimal features with 53.93% confidence from JSON config
[2025-11-16T05:08:51.121202] [DEBUG] [MAG       ] Building data for symbol: KIO with lookback: 0
[2025-11-16T05:08:51.122147] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:08:51.122283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:51.124131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:51.124790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:51.125229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:51.127839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:08:51.184250] [DEBUG] [MAG       ] CTRE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:51.185937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:08:51.188364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:08:51.189214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:08:51.192261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:51.263948] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:51.276352] [INFO ] [LOCAL     ] CTRE: Saved forecast.
[2025-11-16T05:08:51.276563] [INFO ] [main      ] CTRE: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=54.1858%)
[2025-11-16T05:08:51.277337] [INFO ] [main      ] Fetching symbol history for BFH...
[2025-11-16T05:08:51.277494] [DEBUG] [REMOTE    ] BFH: Fetching historical data.
[2025-11-16T05:08:51.277761] [INFO ] [main      ] Progress: 50/472 forecasts completed (10.6%). CTRE finished in 0.7s. ETA: 1m 21s. Rate: 314.33 forecasts/min
[2025-11-16T05:08:51.293377] [DEBUG] [REMOTE    ] BFH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:51.294179] [DEBUG] [LOCAL     ] Loaded configuration for BFH: 7 features, N/A% accuracy
[2025-11-16T05:08:51.294245] [INFO ] [LOCAL     ] BFH: Loaded 7 optimal features with 48.42% confidence from JSON config
[2025-11-16T05:08:51.294284] [DEBUG] [MAG       ] Building data for symbol: BFH with lookback: 0
[2025-11-16T05:08:51.295235] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:08:51.295320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:51.301347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:51.304131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:51.305198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:51.306981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:51.307517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:08:51.308927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:08:51.311236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:51.319973] [DEBUG] [MAG       ] EIG: Last date is validated at 2025-11-14
[2025-11-16T05:08:51.390099] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2025-11-16T05:08:51.390395] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=4.41% (Conf=46.0024%)
[2025-11-16T05:08:51.390731] [INFO ] [main      ] Fetching symbol history for OBDC...
[2025-11-16T05:08:51.390868] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2025-11-16T05:08:51.392769] [INFO ] [main      ] Progress: 51/472 forecasts completed (10.8%). ZETA finished in 1.0s. ETA: 1m 20s. Rate: 316.80 forecasts/min
[2025-11-16T05:08:51.405889] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:51.407007] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2025-11-16T05:08:51.407130] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2025-11-16T05:08:51.407227] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2025-11-16T05:08:51.408241] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:08:51.408380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:51.409526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:08:51.410478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:08:51.413047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:08:51.413995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:51.496770] [DEBUG] [MAG       ] EIG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:51.538203] [DEBUG] [MAG       ] KIO: Last date is validated at 2025-11-14
[2025-11-16T05:08:51.598516] [INFO ] [LOCAL     ] EIG: Saved forecast.
[2025-11-16T05:08:51.598632] [INFO ] [main      ] EIG: Signal=1 (Conf=90.0%), Magnitude=3.15% (Conf=50.6952%)
[2025-11-16T05:08:51.598907] [INFO ] [main      ] Fetching symbol history for PPT...
[2025-11-16T05:08:51.598963] [DEBUG] [REMOTE    ] PPT: Fetching historical data.
[2025-11-16T05:08:51.601387] [INFO ] [main      ] Progress: 52/472 forecasts completed (11.0%). EIG finished in 0.7s. ETA: 1m 20s. Rate: 316.19 forecasts/min
[2025-11-16T05:08:51.614680] [DEBUG] [REMOTE    ] PPT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:51.615487] [DEBUG] [LOCAL     ] Loaded configuration for PPT: 3 features, N/A% accuracy
[2025-11-16T05:08:51.615606] [INFO ] [LOCAL     ] PPT: Loaded 3 optimal features with 22.98% confidence from JSON config
[2025-11-16T05:08:51.615727] [DEBUG] [MAG       ] Building data for symbol: PPT with lookback: 0
[2025-11-16T05:08:51.616831] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:51.616990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:51.663492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:08:51.666373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:08:51.669442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:51.688886] [DEBUG] [MAG       ] BFH: Last date is validated at 2025-11-14
[2025-11-16T05:08:51.709986] [DEBUG] [MAG       ] KIO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:51.766332] [DEBUG] [MAG       ] OBDC: Last date is validated at 2025-11-14
[2025-11-16T05:08:51.788104] [INFO ] [LOCAL     ] KIO: Saved forecast.
[2025-11-16T05:08:51.788229] [INFO ] [main      ] KIO: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=53.9316%)
[2025-11-16T05:08:51.788904] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-11-16T05:08:51.788968] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-11-16T05:08:51.790812] [INFO ] [main      ] Progress: 53/472 forecasts completed (11.2%). KIO finished in 0.7s. ETA: 1m 20s. Rate: 316.20 forecasts/min
[2025-11-16T05:08:51.805910] [DEBUG] [REMOTE    ] AAP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:51.806809] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-11-16T05:08:51.806912] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-11-16T05:08:51.807000] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-11-16T05:08:51.807968] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:51.808090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:51.809256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:51.810514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:08:51.871322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:08:51.873209] [DEBUG] [MAG       ] BFH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:51.876893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:08:51.878598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:51.949344] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:51.999706] [INFO ] [LOCAL     ] BFH: Saved forecast.
[2025-11-16T05:08:51.999828] [INFO ] [main      ] BFH: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=48.4212%)
[2025-11-16T05:08:52.000311] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-11-16T05:08:52.000374] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-11-16T05:08:52.000822] [INFO ] [main      ] Progress: 54/472 forecasts completed (11.4%). BFH finished in 0.7s. ETA: 1m 19s. Rate: 315.57 forecasts/min
[2025-11-16T05:08:52.014491] [DEBUG] [REMOTE    ] LHX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:52.015473] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-11-16T05:08:52.015538] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-11-16T05:08:52.015576] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-11-16T05:08:52.016510] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:52.016590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:52.017413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:52.018370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:08:52.019105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:08:52.019880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:08:52.021105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:52.025656] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2025-11-16T05:08:52.025784] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=48.7647%)
[2025-11-16T05:08:52.026339] [INFO ] [main      ] Progress: 55/472 forecasts completed (11.7%). OBDC finished in 0.6s. ETA: 1m 18s. Rate: 320.62 forecasts/min
[2025-11-16T05:08:52.026556] [INFO ] [main      ] Fetching symbol history for REVG...
[2025-11-16T05:08:52.026613] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2025-11-16T05:08:52.041006] [DEBUG] [REMOTE    ] REVG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:52.041745] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2025-11-16T05:08:52.041810] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2025-11-16T05:08:52.041848] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2025-11-16T05:08:52.042787] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:08:52.042871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:52.042995] [DEBUG] [MAG       ] PPT: Last date is validated at 2025-11-14
[2025-11-16T05:08:52.047882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:52.049767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:52.050290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:52.050764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:52.051178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:52.051963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:08:52.052938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:08:52.053671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:08:52.054884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:08:52.057055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:52.219967] [DEBUG] [MAG       ] PPT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:52.225572] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-11-14
[2025-11-16T05:08:52.287481] [INFO ] [LOCAL     ] PPT: Saved forecast.
[2025-11-16T05:08:52.287617] [INFO ] [main      ] PPT: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=22.9759%)
[2025-11-16T05:08:52.288207] [INFO ] [main      ] Fetching symbol history for IGR...
[2025-11-16T05:08:52.288276] [DEBUG] [REMOTE    ] IGR: Fetching historical data.
[2025-11-16T05:08:52.289565] [INFO ] [main      ] Progress: 56/472 forecasts completed (11.9%). PPT finished in 0.7s. ETA: 1m 18s. Rate: 318.31 forecasts/min
[2025-11-16T05:08:52.302882] [DEBUG] [REMOTE    ] IGR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:52.303524] [DEBUG] [LOCAL     ] Loaded configuration for IGR: 3 features, N/A% accuracy
[2025-11-16T05:08:52.303581] [INFO ] [LOCAL     ] IGR: Loaded 3 optimal features with 49.39% confidence from JSON config
[2025-11-16T05:08:52.303621] [DEBUG] [MAG       ] Building data for symbol: IGR with lookback: 0
[2025-11-16T05:08:52.304620] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:52.304720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:52.306667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:52.307281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:52.307801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:52.372900] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-11-14
[2025-11-16T05:08:52.397180] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:52.407905] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-11-14
[2025-11-16T05:08:52.533812] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-11-16T05:08:52.534105] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=1.17% (Conf=47.8253%)
[2025-11-16T05:08:52.534423] [INFO ] [main      ] Fetching symbol history for BCS...
[2025-11-16T05:08:52.534542] [DEBUG] [REMOTE    ] BCS: Fetching historical data.
[2025-11-16T05:08:52.534952] [INFO ] [main      ] Progress: 57/472 forecasts completed (12.1%). AAP finished in 0.7s. ETA: 1m 19s. Rate: 316.63 forecasts/min
[2025-11-16T05:08:52.549665] [DEBUG] [REMOTE    ] BCS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:52.550690] [DEBUG] [LOCAL     ] Loaded configuration for BCS: 3 features, N/A% accuracy
[2025-11-16T05:08:52.550814] [INFO ] [LOCAL     ] BCS: Loaded 3 optimal features with 61.09% confidence from JSON config
[2025-11-16T05:08:52.550914] [DEBUG] [MAG       ] Building data for symbol: BCS with lookback: 0
[2025-11-16T05:08:52.551887] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:52.552023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:52.557132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:52.558186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:08:52.558432] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:52.560184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:52.582181] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:52.655422] [DEBUG] [MAG       ] IGR: Last date is validated at 2025-11-14
[2025-11-16T05:08:52.696392] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-11-16T05:08:52.696561] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=57.9642%)
[2025-11-16T05:08:52.697115] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-11-16T05:08:52.697184] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-11-16T05:08:52.697750] [INFO ] [main      ] Progress: 58/472 forecasts completed (12.3%). LHX finished in 0.7s. ETA: 1m 18s. Rate: 317.40 forecasts/min
[2025-11-16T05:08:52.705140] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2025-11-16T05:08:52.705247] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=46.1566%)
[2025-11-16T05:08:52.705454] [INFO ] [main      ] Fetching symbol history for TSE...
[2025-11-16T05:08:52.705519] [DEBUG] [REMOTE    ] TSE: Fetching historical data.
[2025-11-16T05:08:52.706990] [INFO ] [main      ] Progress: 59/472 forecasts completed (12.5%). REVG finished in 0.7s. ETA: 1m 17s. Rate: 322.60 forecasts/min
[2025-11-16T05:08:52.713667] [DEBUG] [REMOTE    ] TNL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:52.714389] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-11-16T05:08:52.714514] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-11-16T05:08:52.714666] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-11-16T05:08:52.715605] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:52.715767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:52.718957] [DEBUG] [REMOTE    ] TSE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:52.719469] [DEBUG] [LOCAL     ] Loaded configuration for TSE: 2 features, N/A% accuracy
[2025-11-16T05:08:52.719525] [INFO ] [LOCAL     ] TSE: Loaded 2 optimal features with 58.30% confidence from JSON config
[2025-11-16T05:08:52.719566] [DEBUG] [MAG       ] Building data for symbol: TSE with lookback: 0
[2025-11-16T05:08:52.720424] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:52.720503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:52.721451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:52.722312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:52.722408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:52.722889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:52.823294] [DEBUG] [MAG       ] IGR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:52.881978] [INFO ] [LOCAL     ] IGR: Saved forecast.
[2025-11-16T05:08:52.882094] [INFO ] [main      ] IGR: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=49.391%)
[2025-11-16T05:08:52.882291] [INFO ] [main      ] Fetching symbol history for PRM...
[2025-11-16T05:08:52.882342] [DEBUG] [REMOTE    ] PRM: Fetching historical data.
[2025-11-16T05:08:52.883793] [INFO ] [main      ] Progress: 60/472 forecasts completed (12.7%). IGR finished in 0.6s. ETA: 1m 17s. Rate: 322.87 forecasts/min
[2025-11-16T05:08:52.895204] [DEBUG] [REMOTE    ] PRM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:52.896111] [DEBUG] [LOCAL     ] Loaded configuration for PRM: 7 features, N/A% accuracy
[2025-11-16T05:08:52.896232] [INFO ] [LOCAL     ] PRM: Loaded 7 optimal features with 52.39% confidence from JSON config
[2025-11-16T05:08:52.896297] [DEBUG] [MAG       ] Building data for symbol: PRM with lookback: 0
[2025-11-16T05:08:52.897221] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:08:52.897356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:52.902482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:52.904329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:52.905165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:52.905719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:52.906220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:08:52.907983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:08:52.908253] [DEBUG] [MAG       ] BCS: Last date is validated at 2025-11-14
[2025-11-16T05:08:52.909616] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:53.067430] [DEBUG] [MAG       ] TSE: Last date is validated at 2025-11-14
[2025-11-16T05:08:53.072330] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-11-14
[2025-11-16T05:08:53.086343] [DEBUG] [MAG       ] BCS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:53.165038] [INFO ] [LOCAL     ] BCS: Saved forecast.
[2025-11-16T05:08:53.165167] [INFO ] [main      ] BCS: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=61.0931%)
[2025-11-16T05:08:53.165677] [INFO ] [main      ] Fetching symbol history for PARR...
[2025-11-16T05:08:53.165741] [DEBUG] [REMOTE    ] PARR: Fetching historical data.
[2025-11-16T05:08:53.166036] [INFO ] [main      ] Progress: 61/472 forecasts completed (12.9%). BCS finished in 0.6s. ETA: 1m 17s. Rate: 320.15 forecasts/min
[2025-11-16T05:08:53.180431] [DEBUG] [REMOTE    ] PARR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:53.181406] [DEBUG] [LOCAL     ] Loaded configuration for PARR: 4 features, N/A% accuracy
[2025-11-16T05:08:53.181472] [INFO ] [LOCAL     ] PARR: Loaded 4 optimal features with 64.50% confidence from JSON config
[2025-11-16T05:08:53.181509] [DEBUG] [MAG       ] Building data for symbol: PARR with lookback: 0
[2025-11-16T05:08:53.182482] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:08:53.182560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:53.187611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:53.231622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:08:53.232581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:08:53.234453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:53.237713] [DEBUG] [MAG       ] TSE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:53.250391] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:53.256866] [DEBUG] [MAG       ] PRM: Last date is validated at 2025-11-14
[2025-11-16T05:08:53.308127] [INFO ] [LOCAL     ] TSE: Saved forecast.
[2025-11-16T05:08:53.308236] [INFO ] [main      ] TSE: Signal=1 (Conf=90.0%), Magnitude=11.34% (Conf=58.3041%)
[2025-11-16T05:08:53.308654] [INFO ] [main      ] Fetching symbol history for VSTS...
[2025-11-16T05:08:53.308721] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2025-11-16T05:08:53.308759] [INFO ] [main      ] Progress: 62/472 forecasts completed (13.1%). TSE finished in 0.6s. ETA: 1m 17s. Rate: 321.38 forecasts/min
[2025-11-16T05:08:53.320946] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:53.321487] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2025-11-16T05:08:53.321549] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2025-11-16T05:08:53.321593] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2025-11-16T05:08:53.322425] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:08:53.322507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:53.327417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:08:53.328217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:53.329982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:53.330473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:08:53.331598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:08:53.333676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:08:53.336437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:53.368961] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-11-16T05:08:53.369276] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=60.697%)
[2025-11-16T05:08:53.369505] [INFO ] [main      ] Fetching symbol history for OLN...
[2025-11-16T05:08:53.369811] [DEBUG] [REMOTE    ] OLN: Fetching historical data.
[2025-11-16T05:08:53.371733] [INFO ] [main      ] Progress: 63/472 forecasts completed (13.3%). TNL finished in 0.7s. ETA: 1m 16s. Rate: 324.80 forecasts/min
[2025-11-16T05:08:53.384404] [DEBUG] [REMOTE    ] OLN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:53.385554] [DEBUG] [LOCAL     ] Loaded configuration for OLN: 7 features, N/A% accuracy
[2025-11-16T05:08:53.385629] [INFO ] [LOCAL     ] OLN: Loaded 7 optimal features with 63.29% confidence from JSON config
[2025-11-16T05:08:53.385816] [DEBUG] [MAG       ] Building data for symbol: OLN with lookback: 0
[2025-11-16T05:08:53.386829] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:08:53.386919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:53.391980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:53.394006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:53.394542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:53.395051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:53.396044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:53.398525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:53.432188] [DEBUG] [MAG       ] PRM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:53.443607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:53.527318] [INFO ] [LOCAL     ] PRM: Saved forecast.
[2025-11-16T05:08:53.527436] [INFO ] [main      ] PRM: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=52.3889%)
[2025-11-16T05:08:53.527687] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-11-16T05:08:53.527765] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-11-16T05:08:53.528533] [INFO ] [main      ] Progress: 64/472 forecasts completed (13.6%). PRM finished in 0.6s. ETA: 1m 15s. Rate: 325.57 forecasts/min
[2025-11-16T05:08:53.541476] [DEBUG] [REMOTE    ] BFK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:53.542352] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-11-16T05:08:53.542416] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-11-16T05:08:53.542453] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-11-16T05:08:53.543335] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:53.543456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:53.544262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:08:53.546114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:08:53.546978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:53.576885] [DEBUG] [MAG       ] PARR: Last date is validated at 2025-11-14
[2025-11-16T05:08:53.686155] [DEBUG] [MAG       ] VSTS: Last date is validated at 2025-11-14
[2025-11-16T05:08:53.759196] [DEBUG] [MAG       ] PARR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:53.816354] [DEBUG] [MAG       ] OLN: Last date is validated at 2025-11-14
[2025-11-16T05:08:53.856817] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:53.871771] [INFO ] [LOCAL     ] PARR: Saved forecast.
[2025-11-16T05:08:53.872031] [INFO ] [main      ] PARR: Signal=1 (Conf=90.0%), Magnitude=0.94% (Conf=64.5044%)
[2025-11-16T05:08:53.872605] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-11-16T05:08:53.872755] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-11-16T05:08:53.873979] [INFO ] [main      ] Progress: 65/472 forecasts completed (13.8%). PARR finished in 0.7s. ETA: 1m 16s. Rate: 321.25 forecasts/min
[2025-11-16T05:08:53.888795] [DEBUG] [REMOTE    ] MBC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:53.889899] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-11-16T05:08:53.890022] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-11-16T05:08:53.890117] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-11-16T05:08:53.891190] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:53.891327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:53.892215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:08:53.898124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:53.945776] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2025-11-16T05:08:53.945887] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=-3.78% (Conf=54.9689%)
[2025-11-16T05:08:53.946303] [INFO ] [main      ] Fetching symbol history for GWW...
[2025-11-16T05:08:53.946367] [DEBUG] [REMOTE    ] GWW: Fetching historical data.
[2025-11-16T05:08:53.947217] [INFO ] [main      ] Progress: 66/472 forecasts completed (14.0%). VSTS finished in 0.6s. ETA: 1m 15s. Rate: 324.23 forecasts/min
[2025-11-16T05:08:53.965319] [DEBUG] [REMOTE    ] GWW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:53.966237] [DEBUG] [LOCAL     ] Loaded configuration for GWW: 3 features, N/A% accuracy
[2025-11-16T05:08:53.966367] [INFO ] [LOCAL     ] GWW: Loaded 3 optimal features with 50.02% confidence from JSON config
[2025-11-16T05:08:53.966497] [DEBUG] [MAG       ] Building data for symbol: GWW with lookback: 0
[2025-11-16T05:08:53.967547] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:53.967700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:53.974008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:53.975486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:08:53.977658] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:53.996564] [DEBUG] [MAG       ] OLN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:54.069236] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-11-14
[2025-11-16T05:08:54.105567] [INFO ] [LOCAL     ] OLN: Saved forecast.
[2025-11-16T05:08:54.105696] [INFO ] [main      ] OLN: Signal=1 (Conf=90.0%), Magnitude=-4.17% (Conf=63.2857%)
[2025-11-16T05:08:54.106120] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-11-16T05:08:54.106178] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-11-16T05:08:54.106869] [INFO ] [main      ] Progress: 67/472 forecasts completed (14.2%). OLN finished in 0.7s. ETA: 1m 15s. Rate: 324.90 forecasts/min
[2025-11-16T05:08:54.120462] [DEBUG] [REMOTE    ] JHX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:54.121103] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-11-16T05:08:54.121164] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-11-16T05:08:54.121201] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-11-16T05:08:54.122069] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:54.122146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:54.123087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:54.124356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:54.240397] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-11-14
[2025-11-16T05:08:54.253006] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:54.316044] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-11-16T05:08:54.316178] [INFO ] [main      ] BFK: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=46.1078%)
[2025-11-16T05:08:54.316795] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-11-16T05:08:54.316865] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-11-16T05:08:54.317784] [INFO ] [main      ] Progress: 68/472 forecasts completed (14.4%). BFK finished in 0.8s. ETA: 1m 15s. Rate: 324.22 forecasts/min
[2025-11-16T05:08:54.332356] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:54.333381] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-11-16T05:08:54.333445] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-11-16T05:08:54.333483] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-11-16T05:08:54.334403] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:08:54.334485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:08:54.423458] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:54.428520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:08:54.430099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:08:54.433389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:08:54.436015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:08:54.440209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:08:54.441098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:54.461314] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-11-14
[2025-11-16T05:08:54.486682] [DEBUG] [MAG       ] GWW: Last date is validated at 2025-11-14
[2025-11-16T05:08:54.509921] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-11-16T05:08:54.510204] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-4.11% (Conf=59.3782%)
[2025-11-16T05:08:54.510561] [INFO ] [main      ] Fetching symbol history for SF...
[2025-11-16T05:08:54.510976] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2025-11-16T05:08:54.511779] [INFO ] [main      ] Progress: 69/472 forecasts completed (14.6%). MBC finished in 0.6s. ETA: 1m 15s. Rate: 323.99 forecasts/min
[2025-11-16T05:08:54.525451] [DEBUG] [REMOTE    ] SF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:54.526313] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2025-11-16T05:08:54.526380] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2025-11-16T05:08:54.526450] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2025-11-16T05:08:54.527409] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:08:54.527535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:54.532811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:54.577618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:54.580157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:54.580738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:08:54.581941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:08:54.583797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:08:54.585094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:08:54.585822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:08:54.588813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:54.629557] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:54.671855] [DEBUG] [MAG       ] GWW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:54.737299] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-11-16T05:08:54.737412] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=5.50% (Conf=49.3991%)
[2025-11-16T05:08:54.737845] [INFO ] [main      ] Fetching symbol history for DGX...
[2025-11-16T05:08:54.737910] [DEBUG] [REMOTE    ] DGX: Fetching historical data.
[2025-11-16T05:08:54.737935] [INFO ] [main      ] Progress: 70/472 forecasts completed (14.8%). JHX finished in 0.6s. ETA: 1m 15s. Rate: 322.97 forecasts/min
[2025-11-16T05:08:54.750633] [DEBUG] [REMOTE    ] DGX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:54.751216] [DEBUG] [LOCAL     ] Loaded configuration for DGX: 6 features, N/A% accuracy
[2025-11-16T05:08:54.751277] [INFO ] [LOCAL     ] DGX: Loaded 6 optimal features with 49.68% confidence from JSON config
[2025-11-16T05:08:54.751321] [DEBUG] [MAG       ] Building data for symbol: DGX with lookback: 0
[2025-11-16T05:08:54.752200] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:08:54.752281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:54.754045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:54.754576] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:54.755561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:08:54.757618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:08:54.759242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:08:54.760623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:54.790575] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-11-14
[2025-11-16T05:08:54.858164] [INFO ] [LOCAL     ] GWW: Saved forecast.
[2025-11-16T05:08:54.858282] [INFO ] [main      ] GWW: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=50.0244%)
[2025-11-16T05:08:54.858521] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-11-16T05:08:54.858583] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-11-16T05:08:54.859896] [INFO ] [main      ] Progress: 71/472 forecasts completed (15.0%). GWW finished in 0.9s. ETA: 1m 14s. Rate: 324.54 forecasts/min
[2025-11-16T05:08:54.873635] [DEBUG] [REMOTE    ] JKS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:54.874706] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-11-16T05:08:54.874831] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-11-16T05:08:54.874927] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-11-16T05:08:54.875898] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:08:54.876034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:54.881082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:54.882197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:08:54.885125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:08:54.888144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:08:54.889863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:08:54.891605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:54.942062] [DEBUG] [MAG       ] SF: Last date is validated at 2025-11-14
[2025-11-16T05:08:54.967769] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:55.040059] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-11-16T05:08:55.040174] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=69.7114%)
[2025-11-16T05:08:55.040410] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-11-16T05:08:55.040463] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-11-16T05:08:55.041436] [INFO ] [main      ] Progress: 72/472 forecasts completed (15.3%). BEPI finished in 0.7s. ETA: 1m 14s. Rate: 324.63 forecasts/min
[2025-11-16T05:08:55.058029] [DEBUG] [REMOTE    ] RMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:55.058836] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-11-16T05:08:55.058901] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-11-16T05:08:55.058947] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-11-16T05:08:55.060078] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:08:55.060160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:55.061310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:08:55.062754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:55.064746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:55.065328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:08:55.066724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:08:55.068955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:55.111442] [DEBUG] [MAG       ] DGX: Last date is validated at 2025-11-14
[2025-11-16T05:08:55.124269] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:55.244791] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-11-14
[2025-11-16T05:08:55.266991] [INFO ] [LOCAL     ] SF: Saved forecast.
[2025-11-16T05:08:55.267239] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=56.2098%)
[2025-11-16T05:08:55.267550] [INFO ] [main      ] Fetching symbol history for BIRK...
[2025-11-16T05:08:55.267959] [DEBUG] [REMOTE    ] BIRK: Fetching historical data.
[2025-11-16T05:08:55.268754] [INFO ] [main      ] Progress: 73/472 forecasts completed (15.5%). SF finished in 0.8s. ETA: 1m 14s. Rate: 323.61 forecasts/min
[2025-11-16T05:08:55.282709] [DEBUG] [REMOTE    ] BIRK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:55.283717] [DEBUG] [LOCAL     ] Loaded configuration for BIRK: 8 features, N/A% accuracy
[2025-11-16T05:08:55.283839] [INFO ] [LOCAL     ] BIRK: Loaded 8 optimal features with 46.93% confidence from JSON config
[2025-11-16T05:08:55.283935] [DEBUG] [MAG       ] Building data for symbol: BIRK with lookback: 0
[2025-11-16T05:08:55.284898] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:08:55.285036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:55.287082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:55.287740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:55.288255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:55.288772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:08:55.289710] [DEBUG] [MAG       ] DGX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:55.420368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:55.421153] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:55.423277] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-11-14
[2025-11-16T05:08:55.428971] [INFO ] [LOCAL     ] DGX: Saved forecast.
[2025-11-16T05:08:55.429132] [INFO ] [main      ] DGX: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=49.6792%)
[2025-11-16T05:08:55.429398] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-11-16T05:08:55.429453] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-11-16T05:08:55.430796] [INFO ] [main      ] Progress: 74/472 forecasts completed (15.7%). DGX finished in 0.7s. ETA: 1m 14s. Rate: 324.16 forecasts/min
[2025-11-16T05:08:55.443973] [DEBUG] [REMOTE    ] INVH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:55.444892] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-11-16T05:08:55.444958] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-11-16T05:08:55.444994] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-11-16T05:08:55.446021] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:55.446102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:55.447993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:55.448563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:55.449034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:55.451529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:55.467666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:08:55.468791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:08:55.469743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:55.497054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:55.539001] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-11-16T05:08:55.539128] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=-4.84% (Conf=57.1141%)
[2025-11-16T05:08:55.539379] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-11-16T05:08:55.539436] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-11-16T05:08:55.540021] [INFO ] [main      ] Progress: 75/472 forecasts completed (15.9%). JKS finished in 0.7s. ETA: 1m 13s. Rate: 325.94 forecasts/min
[2025-11-16T05:08:55.554730] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:55.555459] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-11-16T05:08:55.555678] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-11-16T05:08:55.555780] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-11-16T05:08:55.557043] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:08:55.557186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:55.562597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:55.564663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:55.565288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:55.565811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:08:55.604218] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:55.628620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:08:55.630126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:08:55.725919] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:55.745164] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-11-16T05:08:55.745276] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=51.9606%)
[2025-11-16T05:08:55.745805] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-11-16T05:08:55.745875] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-11-16T05:08:55.746759] [INFO ] [main      ] Progress: 76/472 forecasts completed (16.1%). RMI finished in 0.7s. ETA: 1m 13s. Rate: 325.41 forecasts/min
[2025-11-16T05:08:55.761427] [DEBUG] [REMOTE    ] HMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:55.762207] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-11-16T05:08:55.762273] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-11-16T05:08:55.762313] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-11-16T05:08:55.763286] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:08:55.763375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:55.766012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:08:55.769013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:08:55.770494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:08:55.771624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:55.853140] [DEBUG] [MAG       ] BIRK: Last date is validated at 2025-11-14
[2025-11-16T05:08:55.859605] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-11-14
[2025-11-16T05:08:56.027367] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:56.036105] [DEBUG] [MAG       ] BIRK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:56.080035] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-11-14
[2025-11-16T05:08:56.127212] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-11-16T05:08:56.127463] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=2.24% (Conf=49.4506%)
[2025-11-16T05:08:56.127755] [INFO ] [main      ] Fetching symbol history for OWLT...
[2025-11-16T05:08:56.127816] [DEBUG] [REMOTE    ] OWLT: Fetching historical data.
[2025-11-16T05:08:56.128950] [INFO ] [main      ] Progress: 77/472 forecasts completed (16.3%). INVH finished in 0.7s. ETA: 1m 14s. Rate: 320.94 forecasts/min
[2025-11-16T05:08:56.131546] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-11-14
[2025-11-16T05:08:56.140031] [DEBUG] [REMOTE    ] OWLT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:56.140797] [DEBUG] [LOCAL     ] Loaded configuration for OWLT: 1 features, N/A% accuracy
[2025-11-16T05:08:56.140860] [INFO ] [LOCAL     ] OWLT: Loaded 1 optimal features with 60.01% confidence from JSON config
[2025-11-16T05:08:56.140897] [DEBUG] [MAG       ] Building data for symbol: OWLT with lookback: 0
[2025-11-16T05:08:56.141731] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:08:56.141805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:08:56.142830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:56.162431] [INFO ] [LOCAL     ] BIRK: Saved forecast.
[2025-11-16T05:08:56.162553] [INFO ] [main      ] BIRK: Signal=1 (Conf=90.0%), Magnitude=-5.58% (Conf=46.9259%)
[2025-11-16T05:08:56.162833] [INFO ] [main      ] Fetching symbol history for MDT...
[2025-11-16T05:08:56.162899] [DEBUG] [REMOTE    ] MDT: Fetching historical data.
[2025-11-16T05:08:56.164086] [INFO ] [main      ] Progress: 78/472 forecasts completed (16.5%). BIRK finished in 0.9s. ETA: 1m 13s. Rate: 324.32 forecasts/min
[2025-11-16T05:08:56.177826] [DEBUG] [REMOTE    ] MDT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:56.178520] [DEBUG] [LOCAL     ] Loaded configuration for MDT: 9 features, N/A% accuracy
[2025-11-16T05:08:56.178584] [INFO ] [LOCAL     ] MDT: Loaded 9 optimal features with 56.64% confidence from JSON config
[2025-11-16T05:08:56.178625] [DEBUG] [MAG       ] Building data for symbol: MDT with lookback: 0
[2025-11-16T05:08:56.179584] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:08:56.179688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:56.185145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:56.187231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:56.187864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:56.188358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:56.189391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:56.192002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:56.238691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:08:56.240173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:08:56.241015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:56.256585] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:56.314638] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:56.342363] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-11-16T05:08:56.342486] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=48.3251%)
[2025-11-16T05:08:56.343008] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-11-16T05:08:56.343086] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-11-16T05:08:56.343773] [INFO ] [main      ] Progress: 79/472 forecasts completed (16.7%). TSLX finished in 0.8s. ETA: 1m 13s. Rate: 324.44 forecasts/min
[2025-11-16T05:08:56.359470] [DEBUG] [REMOTE    ] LEA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:56.360432] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-11-16T05:08:56.360497] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-11-16T05:08:56.360535] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-11-16T05:08:56.361713] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:56.361821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:08:56.363163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:08:56.364933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:08:56.368082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:08:56.368861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:08:56.370415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:56.417705] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-11-16T05:08:56.417822] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-3.30% (Conf=56.8453%)
[2025-11-16T05:08:56.418446] [INFO ] [main      ] Fetching symbol history for BLD...
[2025-11-16T05:08:56.418510] [DEBUG] [REMOTE    ] BLD: Fetching historical data.
[2025-11-16T05:08:56.418812] [INFO ] [main      ] Progress: 80/472 forecasts completed (16.9%). HMC finished in 0.7s. ETA: 1m 12s. Rate: 326.86 forecasts/min
[2025-11-16T05:08:56.434245] [DEBUG] [REMOTE    ] BLD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:56.435413] [DEBUG] [LOCAL     ] Loaded configuration for BLD: 10 features, N/A% accuracy
[2025-11-16T05:08:56.435507] [INFO ] [LOCAL     ] BLD: Loaded 10 optimal features with 65.00% confidence from JSON config
[2025-11-16T05:08:56.435585] [DEBUG] [MAG       ] Building data for symbol: BLD with lookback: 0
[2025-11-16T05:08:56.436818] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:08:56.436911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:56.438949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:56.439617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:56.440165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:56.440633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:56.441734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:08:56.442417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:08:56.443578] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:08:56.445802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:08:56.447324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:08:56.448213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:56.482791] [DEBUG] [MAG       ] OWLT: Last date is validated at 2025-11-14
[2025-11-16T05:08:56.610226] [DEBUG] [MAG       ] MDT: Last date is validated at 2025-11-14
[2025-11-16T05:08:56.651301] [DEBUG] [MAG       ] OWLT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:56.722913] [INFO ] [LOCAL     ] OWLT: Saved forecast.
[2025-11-16T05:08:56.723154] [INFO ] [main      ] OWLT: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=60.0071%)
[2025-11-16T05:08:56.723663] [INFO ] [main      ] Fetching symbol history for CLDT...
[2025-11-16T05:08:56.723780] [DEBUG] [REMOTE    ] CLDT: Fetching historical data.
[2025-11-16T05:08:56.723905] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-11-14
[2025-11-16T05:08:56.723763] [INFO ] [main      ] Progress: 81/472 forecasts completed (17.2%). OWLT finished in 0.6s. ETA: 1m 12s. Rate: 324.22 forecasts/min
[2025-11-16T05:08:56.737391] [DEBUG] [REMOTE    ] CLDT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:56.738276] [DEBUG] [LOCAL     ] Loaded configuration for CLDT: 11 features, N/A% accuracy
[2025-11-16T05:08:56.738396] [INFO ] [LOCAL     ] CLDT: Loaded 11 optimal features with 58.27% confidence from JSON config
[2025-11-16T05:08:56.738496] [DEBUG] [MAG       ] Building data for symbol: CLDT with lookback: 0
[2025-11-16T05:08:56.739398] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:08:56.739538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:56.740566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:08:56.741770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:08:56.743425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:08:56.744146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:56.745948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:56.746525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:08:56.747672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:08:56.749360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:08:56.750480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:08:56.751249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:08:56.752721] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:56.788508] [DEBUG] [MAG       ] MDT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:56.809268] [DEBUG] [MAG       ] BLD: Last date is validated at 2025-11-14
[2025-11-16T05:08:56.901764] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:56.909768] [INFO ] [LOCAL     ] MDT: Saved forecast.
[2025-11-16T05:08:56.909889] [INFO ] [main      ] MDT: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=56.6434%)
[2025-11-16T05:08:56.910129] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-11-16T05:08:56.910183] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-11-16T05:08:56.911086] [INFO ] [main      ] Progress: 82/472 forecasts completed (17.4%). MDT finished in 0.7s. ETA: 1m 12s. Rate: 324.17 forecasts/min
[2025-11-16T05:08:56.924992] [DEBUG] [REMOTE    ] KFY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:56.925900] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-11-16T05:08:56.926025] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-11-16T05:08:56.926127] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-11-16T05:08:56.927216] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:56.927366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:56.929364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:56.930061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:56.930482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:08:56.933501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:08:56.935832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:56.985366] [DEBUG] [MAG       ] BLD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:57.030515] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-11-16T05:08:57.030633] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=37.2419%)
[2025-11-16T05:08:57.030900] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-11-16T05:08:57.030957] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-11-16T05:08:57.032220] [INFO ] [main      ] Progress: 83/472 forecasts completed (17.6%). LEA finished in 0.7s. ETA: 1m 12s. Rate: 325.52 forecasts/min
[2025-11-16T05:08:57.045385] [DEBUG] [REMOTE    ] MCK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:57.046121] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-11-16T05:08:57.046187] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-11-16T05:08:57.046227] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-11-16T05:08:57.047200] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:57.047282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:57.052503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:08:57.053430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:08:57.055342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:08:57.056103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:08:57.057535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:57.092552] [DEBUG] [MAG       ] CLDT: Last date is validated at 2025-11-14
[2025-11-16T05:08:57.169458] [INFO ] [LOCAL     ] BLD: Saved forecast.
[2025-11-16T05:08:57.169584] [INFO ] [main      ] BLD: Signal=1 (Conf=90.0%), Magnitude=-3.02% (Conf=64.9987%)
[2025-11-16T05:08:57.170091] [INFO ] [main      ] Fetching symbol history for KWR...
[2025-11-16T05:08:57.170155] [DEBUG] [REMOTE    ] KWR: Fetching historical data.
[2025-11-16T05:08:57.170803] [INFO ] [main      ] Progress: 84/472 forecasts completed (17.8%). BLD finished in 0.8s. ETA: 1m 11s. Rate: 326.49 forecasts/min
[2025-11-16T05:08:57.185658] [DEBUG] [REMOTE    ] KWR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:57.186255] [DEBUG] [LOCAL     ] Loaded configuration for KWR: 11 features, N/A% accuracy
[2025-11-16T05:08:57.186328] [INFO ] [LOCAL     ] KWR: Loaded 11 optimal features with 52.21% confidence from JSON config
[2025-11-16T05:08:57.186366] [DEBUG] [MAG       ] Building data for symbol: KWR with lookback: 0
[2025-11-16T05:08:57.187322] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:08:57.187433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:57.192372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:57.194296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:57.194912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:57.195425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:08:57.283204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:08:57.284333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:08:57.288219] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-11-14
[2025-11-16T05:08:57.289083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:08:57.309726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:08:57.311544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:08:57.312425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:08:57.313722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:57.356837] [DEBUG] [MAG       ] CLDT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:57.415057] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-11-14
[2025-11-16T05:08:57.433998] [INFO ] [LOCAL     ] CLDT: Saved forecast.
[2025-11-16T05:08:57.434169] [INFO ] [main      ] CLDT: Signal=1 (Conf=90.0%), Magnitude=2.42% (Conf=58.2685%)
[2025-11-16T05:08:57.434730] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-11-16T05:08:57.434850] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-11-16T05:08:57.434785] [INFO ] [main      ] Progress: 85/472 forecasts completed (18.0%). CLDT finished in 0.7s. ETA: 1m 11s. Rate: 324.82 forecasts/min
[2025-11-16T05:08:57.447038] [DEBUG] [REMOTE    ] TROX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:57.447594] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-11-16T05:08:57.447673] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-11-16T05:08:57.447720] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-11-16T05:08:57.448514] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:57.448590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:08:57.450289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:57.451296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:08:57.465527] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:57.509040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:57.576756] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-11-16T05:08:57.577057] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=3.32% (Conf=55.4778%)
[2025-11-16T05:08:57.577640] [INFO ] [main      ] Progress: 86/472 forecasts completed (18.2%). KFY finished in 0.7s. ETA: 1m 11s. Rate: 325.68 forecasts/min
[2025-11-16T05:08:57.577988] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-11-16T05:08:57.578100] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-11-16T05:08:57.587203] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:57.592286] [DEBUG] [REMOTE    ] SREA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:57.593325] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-11-16T05:08:57.593466] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-11-16T05:08:57.593567] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-11-16T05:08:57.594579] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:08:57.594738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:57.600004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:57.692093] [DEBUG] [MAG       ] KWR: Last date is validated at 2025-11-14
[2025-11-16T05:08:57.784700] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-11-16T05:08:57.784816] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=50.1135%)
[2025-11-16T05:08:57.785049] [INFO ] [main      ] Fetching symbol history for VET...
[2025-11-16T05:08:57.785107] [DEBUG] [REMOTE    ] VET: Fetching historical data.
[2025-11-16T05:08:57.786995] [INFO ] [main      ] Progress: 87/472 forecasts completed (18.4%). MCK finished in 0.8s. ETA: 1m 11s. Rate: 325.17 forecasts/min
[2025-11-16T05:08:57.799171] [DEBUG] [REMOTE    ] VET: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:57.800127] [DEBUG] [LOCAL     ] Loaded configuration for VET: 3 features, N/A% accuracy
[2025-11-16T05:08:57.800192] [INFO ] [LOCAL     ] VET: Loaded 3 optimal features with 58.63% confidence from JSON config
[2025-11-16T05:08:57.800229] [DEBUG] [MAG       ] Building data for symbol: VET with lookback: 0
[2025-11-16T05:08:57.801162] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:57.801242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:57.806212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:08:57.847316] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-11-14
[2025-11-16T05:08:57.864927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:08:57.867811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:57.881085] [DEBUG] [MAG       ] KWR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:57.945558] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-11-14
[2025-11-16T05:08:58.018036] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:58.049075] [INFO ] [LOCAL     ] KWR: Saved forecast.
[2025-11-16T05:08:58.049200] [INFO ] [main      ] KWR: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=52.2112%)
[2025-11-16T05:08:58.049737] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-11-16T05:08:58.049806] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-11-16T05:08:58.049774] [INFO ] [main      ] Progress: 88/472 forecasts completed (18.6%). KWR finished in 0.9s. ETA: 1m 11s. Rate: 323.61 forecasts/min
[2025-11-16T05:08:58.066301] [DEBUG] [REMOTE    ] NEM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:58.067038] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-11-16T05:08:58.067293] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-11-16T05:08:58.067331] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-11-16T05:08:58.068351] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:08:58.068474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:58.070743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:58.071354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:58.071822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:58.072608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:08:58.073479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:08:58.075337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:08:58.076837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:08:58.078481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:58.102827] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-11-16T05:08:58.102930] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=52.6574%)
[2025-11-16T05:08:58.103101] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-11-16T05:08:58.103187] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-11-16T05:08:58.104084] [INFO ] [main      ] Progress: 89/472 forecasts completed (18.9%). TROX finished in 0.7s. ETA: 1m 10s. Rate: 326.20 forecasts/min
[2025-11-16T05:08:58.115516] [DEBUG] [REMOTE    ] BLK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:58.116375] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-11-16T05:08:58.116514] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-11-16T05:08:58.116617] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-11-16T05:08:58.117479] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:08:58.117611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:58.122481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:58.229397] [DEBUG] [MAG       ] VET: Last date is validated at 2025-11-14
[2025-11-16T05:08:58.268152] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:58.336963] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-11-16T05:08:58.337087] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=48.6559%)
[2025-11-16T05:08:58.337573] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-11-16T05:08:58.337631] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-11-16T05:08:58.337775] [INFO ] [main      ] Progress: 90/472 forecasts completed (19.1%). SREA finished in 0.8s. ETA: 1m 10s. Rate: 325.22 forecasts/min
[2025-11-16T05:08:58.351374] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:58.352075] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-11-16T05:08:58.352153] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-11-16T05:08:58.352205] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-11-16T05:08:58.353153] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:08:58.353255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:58.358235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:08:58.360144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:58.407007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:08:58.409047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:08:58.411187] [DEBUG] [MAG       ] VET: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:58.412379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:08:58.414727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:08:58.416333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:58.442745] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-11-14
[2025-11-16T05:08:58.464577] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-11-14
[2025-11-16T05:08:58.484606] [INFO ] [LOCAL     ] VET: Saved forecast.
[2025-11-16T05:08:58.484742] [INFO ] [main      ] VET: Signal=1 (Conf=90.0%), Magnitude=3.19% (Conf=58.6278%)
[2025-11-16T05:08:58.484979] [INFO ] [main      ] Fetching symbol history for PKX...
[2025-11-16T05:08:58.485033] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2025-11-16T05:08:58.486803] [INFO ] [main      ] Progress: 91/472 forecasts completed (19.3%). VET finished in 0.7s. ETA: 1m 10s. Rate: 325.91 forecasts/min
[2025-11-16T05:08:58.500773] [DEBUG] [REMOTE    ] PKX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:58.501858] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2025-11-16T05:08:58.501977] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2025-11-16T05:08:58.502075] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2025-11-16T05:08:58.503079] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:08:58.503215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:58.549050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:08:58.551777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:08:58.553717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:58.614041] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:58.658993] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:58.755758] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-11-16T05:08:58.756092] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=60.7726%)
[2025-11-16T05:08:58.756373] [INFO ] [main      ] Fetching symbol history for SBI...
[2025-11-16T05:08:58.756828] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2025-11-16T05:08:58.757764] [INFO ] [main      ] Progress: 92/472 forecasts completed (19.5%). NEM finished in 0.7s. ETA: 1m 10s. Rate: 324.25 forecasts/min
[2025-11-16T05:08:58.770484] [DEBUG] [REMOTE    ] SBI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:58.771259] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2025-11-16T05:08:58.771327] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2025-11-16T05:08:58.771374] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2025-11-16T05:08:58.772291] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-11-16T05:08:58.772450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:58.772527] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-11-14
[2025-11-16T05:08:58.777797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:58.780115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:58.780815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:58.781299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:58.781748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:58.782560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:58.783435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:08:58.786210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:08:58.856807] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-11-16T05:08:58.856925] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=57.9848%)
[2025-11-16T05:08:58.857174] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-11-16T05:08:58.857235] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-11-16T05:08:58.857986] [INFO ] [main      ] Progress: 93/472 forecasts completed (19.7%). BLK finished in 0.8s. ETA: 1m 10s. Rate: 325.85 forecasts/min
[2025-11-16T05:08:58.872089] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:58.873216] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-11-16T05:08:58.873363] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-11-16T05:08:58.873462] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-11-16T05:08:58.874449] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:08:58.874593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:58.879889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:58.881994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:58.882562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:58.883094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:58.884088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:58.885122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:08:58.896638] [DEBUG] [MAG       ] PKX: Last date is validated at 2025-11-14
[2025-11-16T05:08:58.919504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:08:58.921881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:08:58.948622] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:58.967990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:08:58.969605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:08:58.977580] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:08:58.979469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:08:58.982265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:59.029764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:08:59.031098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:08:59.032523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:08:59.033374] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-11-16T05:08:59.033493] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=55.7169%)
[2025-11-16T05:08:59.033765] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-11-16T05:08:59.033826] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-11-16T05:08:59.034996] [INFO ] [main      ] Progress: 94/472 forecasts completed (19.9%). ARCO finished in 0.7s. ETA: 1m 10s. Rate: 325.99 forecasts/min
[2025-11-16T05:08:59.048131] [DEBUG] [REMOTE    ] MGA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:59.049107] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-11-16T05:08:59.049174] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-11-16T05:08:59.049213] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-11-16T05:08:59.050123] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:08:59.050201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:08:59.069297] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:59.109796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:08:59.113574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:08:59.115058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:08:59.116226] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:59.122578] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:59.188730] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2025-11-16T05:08:59.189078] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=48.5815%)
[2025-11-16T05:08:59.189672] [INFO ] [main      ] Fetching symbol history for HWM...
[2025-11-16T05:08:59.189798] [DEBUG] [REMOTE    ] HWM: Fetching historical data.
[2025-11-16T05:08:59.189771] [INFO ] [main      ] Progress: 95/472 forecasts completed (20.1%). PKX finished in 0.7s. ETA: 1m 9s. Rate: 326.54 forecasts/min
[2025-11-16T05:08:59.204505] [DEBUG] [REMOTE    ] HWM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:59.205272] [DEBUG] [LOCAL     ] Loaded configuration for HWM: 2 features, N/A% accuracy
[2025-11-16T05:08:59.205347] [INFO ] [LOCAL     ] HWM: Loaded 2 optimal features with 48.20% confidence from JSON config
[2025-11-16T05:08:59.205388] [DEBUG] [MAG       ] Building data for symbol: HWM with lookback: 0
[2025-11-16T05:08:59.206358] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:59.206462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:59.207507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:08:59.210754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:59.331371] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-11-14
[2025-11-16T05:08:59.459708] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-11-14
[2025-11-16T05:08:59.480498] [DEBUG] [MAG       ] SBI: Last date is validated at 2025-11-14
[2025-11-16T05:08:59.509102] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:59.580851] [DEBUG] [MAG       ] HWM: Last date is validated at 2025-11-14
[2025-11-16T05:08:59.598541] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-11-16T05:08:59.598894] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=55.0169%)
[2025-11-16T05:08:59.599446] [INFO ] [main      ] Progress: 96/472 forecasts completed (20.3%). VLRS finished in 0.7s. ETA: 1m 10s. Rate: 322.41 forecasts/min
[2025-11-16T05:08:59.599701] [INFO ] [main      ] Fetching symbol history for NXC...
[2025-11-16T05:08:59.599821] [DEBUG] [REMOTE    ] NXC: Fetching historical data.
[2025-11-16T05:08:59.615786] [DEBUG] [REMOTE    ] NXC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:59.617182] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 9 features, N/A% accuracy
[2025-11-16T05:08:59.617338] [INFO ] [LOCAL     ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config
[2025-11-16T05:08:59.617462] [DEBUG] [MAG       ] Building data for symbol: NXC with lookback: 0
[2025-11-16T05:08:59.618922] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:08:59.619093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:59.626112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:08:59.627510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:08:59.628325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:59.630665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:59.631359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:08:59.632802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:08:59.634671] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:59.634942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:08:59.636416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:08:59.637371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:59.661536] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:59.740439] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-11-16T05:08:59.740591] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=64.553%)
[2025-11-16T05:08:59.740654] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2025-11-16T05:08:59.740780] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2025-11-16T05:08:59.740909] [INFO ] [main      ] Fetching symbol history for ATR...
[2025-11-16T05:08:59.740976] [DEBUG] [REMOTE    ] ATR: Fetching historical data.
[2025-11-16T05:08:59.741037] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-11-16T05:08:59.741124] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-11-16T05:08:59.741915] [INFO ] [main      ] Progress: 97/472 forecasts completed (20.6%). MGA finished in 0.7s. ETA: 1m 10s. Rate: 323.19 forecasts/min
[2025-11-16T05:08:59.742068] [INFO ] [main      ] Progress: 98/472 forecasts completed (20.8%). SBI finished in 1.0s. ETA: 1m 9s. Rate: 326.52 forecasts/min
[2025-11-16T05:08:59.757108] [DEBUG] [REMOTE    ] MCI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:59.757634] [DEBUG] [MAG       ] HWM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:08:59.758014] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-11-16T05:08:59.758075] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-11-16T05:08:59.758115] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-11-16T05:08:59.759215] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:08:59.759300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:59.759180] [DEBUG] [REMOTE    ] ATR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:59.760199] [DEBUG] [LOCAL     ] Loaded configuration for ATR: 10 features, N/A% accuracy
[2025-11-16T05:08:59.760289] [INFO ] [LOCAL     ] ATR: Loaded 10 optimal features with 55.83% confidence from JSON config
[2025-11-16T05:08:59.760349] [DEBUG] [MAG       ] Building data for symbol: ATR with lookback: 0
[2025-11-16T05:08:59.761508] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:08:59.761598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:59.764557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:59.765639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:08:59.772085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:08:59.773357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:08:59.775101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:08:59.775682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:08:59.775723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:08:59.776220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:08:59.776701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:08:59.777140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:59.777722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:08:59.778553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:08:59.780618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:08:59.781488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:08:59.784777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:08:59.902037] [INFO ] [LOCAL     ] HWM: Saved forecast.
[2025-11-16T05:08:59.902155] [INFO ] [main      ] HWM: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=48.1999%)
[2025-11-16T05:08:59.902434] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-11-16T05:08:59.902491] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-11-16T05:08:59.903962] [INFO ] [main      ] Progress: 99/472 forecasts completed (21.0%). HWM finished in 0.7s. ETA: 1m 8s. Rate: 326.91 forecasts/min
[2025-11-16T05:08:59.917874] [DEBUG] [REMOTE    ] WBX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:08:59.918550] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-11-16T05:08:59.918773] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-11-16T05:08:59.918874] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-11-16T05:08:59.919832] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:08:59.919974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:08:59.924943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:08:59.925771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:00.018919] [DEBUG] [MAG       ] NXC: Last date is validated at 2025-11-14
[2025-11-16T05:09:00.160732] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-11-14
[2025-11-16T05:09:00.167080] [DEBUG] [MAG       ] ATR: Last date is validated at 2025-11-14
[2025-11-16T05:09:00.197444] [DEBUG] [MAG       ] NXC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:00.267831] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-11-14
[2025-11-16T05:09:00.270162] [INFO ] [LOCAL     ] NXC: Saved forecast.
[2025-11-16T05:09:00.270293] [INFO ] [main      ] NXC: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=38.2694%)
[2025-11-16T05:09:00.270593] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-11-16T05:09:00.270961] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-11-16T05:09:00.272286] [INFO ] [main      ] Progress: 100/472 forecasts completed (21.2%). NXC finished in 0.7s. ETA: 1m 9s. Rate: 323.65 forecasts/min
[2025-11-16T05:09:00.286755] [DEBUG] [REMOTE    ] NABL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:00.287986] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-11-16T05:09:00.288116] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-11-16T05:09:00.288222] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-11-16T05:09:00.289283] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:00.289426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:00.291474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:00.292178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:00.292706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:00.343323] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:00.351054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:00.352451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:00.353269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:00.354365] [DEBUG] [MAG       ] ATR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:00.433572] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-11-16T05:09:00.433716] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=2.15% (Conf=52.4144%)
[2025-11-16T05:09:00.433968] [INFO ] [main      ] Fetching symbol history for NLOP...
[2025-11-16T05:09:00.434027] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2025-11-16T05:09:00.436773] [INFO ] [main      ] Progress: 101/472 forecasts completed (21.4%). MCI finished in 0.7s. ETA: 1m 9s. Rate: 324.01 forecasts/min
[2025-11-16T05:09:00.444814] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:00.449477] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:00.450312] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2025-11-16T05:09:00.450438] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-11-16T05:09:00.450562] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2025-11-16T05:09:00.451696] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:00.451848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:00.453835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:00.454574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:00.455154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:00.456053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:00.457099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:00.505094] [INFO ] [LOCAL     ] ATR: Saved forecast.
[2025-11-16T05:09:00.505262] [INFO ] [main      ] ATR: Signal=1 (Conf=90.0%), Magnitude=3.15% (Conf=55.8342%)
[2025-11-16T05:09:00.505794] [INFO ] [main      ] Fetching symbol history for TM...
[2025-11-16T05:09:00.505863] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-11-16T05:09:00.506064] [INFO ] [main      ] Progress: 102/472 forecasts completed (21.6%). ATR finished in 0.8s. ETA: 1m 8s. Rate: 326.01 forecasts/min
[2025-11-16T05:09:00.520818] [DEBUG] [REMOTE    ] TM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:00.521718] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-11-16T05:09:00.521783] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-11-16T05:09:00.521827] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-11-16T05:09:00.522743] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:00.522822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:00.527935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:00.529002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:00.533941] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-11-16T05:09:00.534056] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=7.68% (Conf=65.8947%)
[2025-11-16T05:09:00.534593] [INFO ] [main      ] Fetching symbol history for TOST...
[2025-11-16T05:09:00.534672] [DEBUG] [REMOTE    ] TOST: Fetching historical data.
[2025-11-16T05:09:00.534751] [INFO ] [main      ] Progress: 103/472 forecasts completed (21.8%). WBX finished in 0.6s. ETA: 1m 7s. Rate: 328.71 forecasts/min
[2025-11-16T05:09:00.548375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:00.549821] [DEBUG] [REMOTE    ] TOST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:00.550470] [DEBUG] [LOCAL     ] Loaded configuration for TOST: 3 features, N/A% accuracy
[2025-11-16T05:09:00.550531] [INFO ] [LOCAL     ] TOST: Loaded 3 optimal features with 51.80% confidence from JSON config
[2025-11-16T05:09:00.550568] [DEBUG] [MAG       ] Building data for symbol: TOST with lookback: 0
[2025-11-16T05:09:00.551460] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:00.551539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:00.595716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:00.652364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:09:00.654491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:00.659603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:00.720188] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-11-14
[2025-11-16T05:09:00.902000] [DEBUG] [MAG       ] NLOP: Last date is validated at 2025-11-14
[2025-11-16T05:09:00.912215] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:00.990820] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-11-16T05:09:00.990943] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=-4.32% (Conf=50.1663%)
[2025-11-16T05:09:00.991187] [INFO ] [main      ] Fetching symbol history for NVS...
[2025-11-16T05:09:00.991247] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2025-11-16T05:09:00.992165] [INFO ] [main      ] Progress: 104/472 forecasts completed (22.0%). NABL finished in 0.7s. ETA: 1m 8s. Rate: 324.01 forecasts/min
[2025-11-16T05:09:01.006208] [DEBUG] [MAG       ] TM: Last date is validated at 2025-11-14
[2025-11-16T05:09:01.006881] [DEBUG] [MAG       ] TOST: Last date is validated at 2025-11-14
[2025-11-16T05:09:01.007115] [DEBUG] [REMOTE    ] NVS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:01.007866] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2025-11-16T05:09:01.007993] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2025-11-16T05:09:01.008094] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2025-11-16T05:09:01.009132] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:01.009273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:01.014878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:01.016070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:01.017167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:01.018745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:09:01.021995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:01.023335] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:01.075948] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:01.166925] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2025-11-16T05:09:01.167045] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=51.7626%)
[2025-11-16T05:09:01.167540] [INFO ] [main      ] Fetching symbol history for INGR...
[2025-11-16T05:09:01.167601] [DEBUG] [REMOTE    ] INGR: Fetching historical data.
[2025-11-16T05:09:01.167869] [INFO ] [main      ] Progress: 105/472 forecasts completed (22.2%). NLOP finished in 0.7s. ETA: 1m 8s. Rate: 324.17 forecasts/min
[2025-11-16T05:09:01.182126] [DEBUG] [MAG       ] TOST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:01.182731] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:01.183289] [DEBUG] [REMOTE    ] INGR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:01.184024] [DEBUG] [LOCAL     ] Loaded configuration for INGR: 7 features, N/A% accuracy
[2025-11-16T05:09:01.184149] [INFO ] [LOCAL     ] INGR: Loaded 7 optimal features with 48.07% confidence from JSON config
[2025-11-16T05:09:01.184249] [DEBUG] [MAG       ] Building data for symbol: INGR with lookback: 0
[2025-11-16T05:09:01.185242] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:01.185383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:01.187463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:01.188190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:01.188754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:01.189594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:01.192554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:01.193741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:09:01.195383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:01.293639] [INFO ] [LOCAL     ] TOST: Saved forecast.
[2025-11-16T05:09:01.293788] [INFO ] [main      ] TOST: Signal=1 (Conf=90.0%), Magnitude=3.42% (Conf=51.8015%)
[2025-11-16T05:09:01.294025] [INFO ] [main      ] Fetching symbol history for FINV...
[2025-11-16T05:09:01.294079] [DEBUG] [REMOTE    ] FINV: Fetching historical data.
[2025-11-16T05:09:01.296777] [INFO ] [main      ] Progress: 106/472 forecasts completed (22.5%). TOST finished in 0.8s. ETA: 1m 8s. Rate: 325.10 forecasts/min
[2025-11-16T05:09:01.308775] [DEBUG] [REMOTE    ] FINV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:01.309891] [DEBUG] [LOCAL     ] Loaded configuration for FINV: 8 features, N/A% accuracy
[2025-11-16T05:09:01.309955] [INFO ] [LOCAL     ] FINV: Loaded 8 optimal features with 56.06% confidence from JSON config
[2025-11-16T05:09:01.309992] [DEBUG] [MAG       ] Building data for symbol: FINV with lookback: 0
[2025-11-16T05:09:01.310916] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:01.310996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:01.316478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:01.318412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:01.319004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:01.319457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:01.326902] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-11-16T05:09:01.327039] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=57.2026%)
[2025-11-16T05:09:01.327511] [INFO ] [main      ] Fetching symbol history for ENO...
[2025-11-16T05:09:01.327573] [DEBUG] [REMOTE    ] ENO: Fetching historical data.
[2025-11-16T05:09:01.327753] [INFO ] [main      ] Progress: 107/472 forecasts completed (22.7%). TM finished in 0.8s. ETA: 1m 7s. Rate: 327.65 forecasts/min
[2025-11-16T05:09:01.342888] [DEBUG] [REMOTE    ] ENO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:01.344058] [DEBUG] [LOCAL     ] Loaded configuration for ENO: 7 features, N/A% accuracy
[2025-11-16T05:09:01.344137] [INFO ] [LOCAL     ] ENO: Loaded 7 optimal features with 42.75% confidence from JSON config
[2025-11-16T05:09:01.344364] [DEBUG] [MAG       ] Building data for symbol: ENO with lookback: 0
[2025-11-16T05:09:01.345369] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:01.345457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:01.352909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:01.420867] [DEBUG] [MAG       ] NVS: Last date is validated at 2025-11-14
[2025-11-16T05:09:01.454861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:09:01.456075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:01.456859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:01.458014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:01.491369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:01.492903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:01.494964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:01.495524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:01.496969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:01.499195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:01.570124] [DEBUG] [MAG       ] INGR: Last date is validated at 2025-11-14
[2025-11-16T05:09:01.614276] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:01.742835] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2025-11-16T05:09:01.743169] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=47.2228%)
[2025-11-16T05:09:01.743467] [INFO ] [main      ] Fetching symbol history for C...
[2025-11-16T05:09:01.743583] [DEBUG] [REMOTE    ] C: Fetching historical data.
[2025-11-16T05:09:01.744771] [INFO ] [main      ] Progress: 108/472 forecasts completed (22.9%). NVS finished in 0.8s. ETA: 1m 7s. Rate: 323.82 forecasts/min
[2025-11-16T05:09:01.758011] [DEBUG] [REMOTE    ] C: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:01.759176] [DEBUG] [LOCAL     ] Loaded configuration for C: 6 features, N/A% accuracy
[2025-11-16T05:09:01.759493] [INFO ] [LOCAL     ] C: Loaded 6 optimal features with 65.80% confidence from JSON config
[2025-11-16T05:09:01.759594] [DEBUG] [MAG       ] Building data for symbol: C with lookback: 0
[2025-11-16T05:09:01.760781] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:01.760916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:01.766386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:01.766925] [DEBUG] [MAG       ] INGR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:01.768863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:01.769468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:01.770002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:01.838169] [DEBUG] [MAG       ] FINV: Last date is validated at 2025-11-14
[2025-11-16T05:09:01.899589] [DEBUG] [MAG       ] ENO: Last date is validated at 2025-11-14
[2025-11-16T05:09:01.912949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:01.917225] [INFO ] [LOCAL     ] INGR: Saved forecast.
[2025-11-16T05:09:01.917375] [INFO ] [main      ] INGR: Signal=1 (Conf=90.0%), Magnitude=1.12% (Conf=48.0741%)
[2025-11-16T05:09:01.917849] [INFO ] [main      ] Fetching symbol history for GD...
[2025-11-16T05:09:01.918173] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-11-16T05:09:01.919588] [INFO ] [main      ] Progress: 109/472 forecasts completed (23.1%). INGR finished in 0.7s. ETA: 1m 7s. Rate: 323.99 forecasts/min
[2025-11-16T05:09:01.934517] [DEBUG] [REMOTE    ] GD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:01.935721] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-11-16T05:09:01.935880] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-11-16T05:09:01.935981] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-11-16T05:09:01.937478] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:01.937754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:01.939091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:01.975109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:02.017436] [DEBUG] [MAG       ] FINV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:02.095497] [DEBUG] [MAG       ] ENO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:02.095957] [INFO ] [LOCAL     ] FINV: Saved forecast.
[2025-11-16T05:09:02.096086] [INFO ] [main      ] FINV: Signal=1 (Conf=90.0%), Magnitude=3.28% (Conf=56.0608%)
[2025-11-16T05:09:02.096338] [INFO ] [main      ] Fetching symbol history for THQ...
[2025-11-16T05:09:02.096395] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2025-11-16T05:09:02.097766] [INFO ] [main      ] Progress: 110/472 forecasts completed (23.3%). FINV finished in 0.8s. ETA: 1m 7s. Rate: 324.10 forecasts/min
[2025-11-16T05:09:02.112131] [DEBUG] [REMOTE    ] THQ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:02.112813] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2025-11-16T05:09:02.112877] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2025-11-16T05:09:02.112946] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2025-11-16T05:09:02.114494] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:02.114621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:02.120848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:02.175152] [INFO ] [LOCAL     ] ENO: Saved forecast.
[2025-11-16T05:09:02.175438] [INFO ] [main      ] ENO: Signal=1 (Conf=90.0%), Magnitude=-1.34% (Conf=42.7527%)
[2025-11-16T05:09:02.175768] [INFO ] [main      ] Fetching symbol history for CLW...
[2025-11-16T05:09:02.175885] [DEBUG] [REMOTE    ] CLW: Fetching historical data.
[2025-11-16T05:09:02.177869] [INFO ] [main      ] Progress: 111/472 forecasts completed (23.5%). ENO finished in 0.8s. ETA: 1m 6s. Rate: 325.77 forecasts/min
[2025-11-16T05:09:02.193218] [DEBUG] [REMOTE    ] CLW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:02.194246] [DEBUG] [LOCAL     ] Loaded configuration for CLW: 4 features, N/A% accuracy
[2025-11-16T05:09:02.194372] [INFO ] [LOCAL     ] CLW: Loaded 4 optimal features with 60.30% confidence from JSON config
[2025-11-16T05:09:02.194474] [DEBUG] [MAG       ] Building data for symbol: CLW with lookback: 0
[2025-11-16T05:09:02.195496] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:02.195652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:02.200969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:02.261779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:02.263865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:02.266133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:02.274077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:02.276490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:02.277419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:02.313843] [DEBUG] [MAG       ] GD: Last date is validated at 2025-11-14
[2025-11-16T05:09:02.345403] [DEBUG] [MAG       ] C: Last date is validated at 2025-11-14
[2025-11-16T05:09:02.502887] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:02.522305] [DEBUG] [MAG       ] C: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:02.626366] [DEBUG] [MAG       ] CLW: Last date is validated at 2025-11-14
[2025-11-16T05:09:02.630821] [DEBUG] [MAG       ] THQ: Last date is validated at 2025-11-14
[2025-11-16T05:09:02.649384] [INFO ] [LOCAL     ] C: Saved forecast.
[2025-11-16T05:09:02.649516] [INFO ] [main      ] C: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=65.7997%)
[2025-11-16T05:09:02.650059] [INFO ] [main      ] Fetching symbol history for BRT...
[2025-11-16T05:09:02.650127] [DEBUG] [REMOTE    ] BRT: Fetching historical data.
[2025-11-16T05:09:02.650772] [INFO ] [main      ] Progress: 112/472 forecasts completed (23.7%). C finished in 0.9s. ETA: 1m 7s. Rate: 321.27 forecasts/min
[2025-11-16T05:09:02.660250] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-11-16T05:09:02.660399] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=61.7785%)
[2025-11-16T05:09:02.660880] [INFO ] [main      ] Fetching symbol history for OPAD...
[2025-11-16T05:09:02.660963] [DEBUG] [REMOTE    ] OPAD: Fetching historical data.
[2025-11-16T05:09:02.662739] [INFO ] [main      ] Progress: 113/472 forecasts completed (23.9%). GD finished in 0.7s. ETA: 1m 6s. Rate: 323.95 forecasts/min
[2025-11-16T05:09:02.666016] [DEBUG] [REMOTE    ] BRT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:02.666681] [DEBUG] [LOCAL     ] Loaded configuration for BRT: 3 features, N/A% accuracy
[2025-11-16T05:09:02.666747] [INFO ] [LOCAL     ] BRT: Loaded 3 optimal features with 48.94% confidence from JSON config
[2025-11-16T05:09:02.666823] [DEBUG] [MAG       ] Building data for symbol: BRT with lookback: 0
[2025-11-16T05:09:02.667836] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:02.667918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:02.673535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:02.674975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:02.676347] [DEBUG] [REMOTE    ] OPAD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:02.676873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:02.677022] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 5 features, N/A% accuracy
[2025-11-16T05:09:02.677082] [INFO ] [LOCAL     ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config
[2025-11-16T05:09:02.677121] [DEBUG] [MAG       ] Building data for symbol: OPAD with lookback: 0
[2025-11-16T05:09:02.678022] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:02.678108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:02.683416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:02.685547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:02.686105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:02.686565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:02.742769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:02.809191] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:02.812624] [DEBUG] [MAG       ] CLW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:02.886683] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2025-11-16T05:09:02.886812] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=55.025%)
[2025-11-16T05:09:02.887070] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-11-16T05:09:02.887125] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-11-16T05:09:02.888105] [INFO ] [main      ] Progress: 114/472 forecasts completed (24.2%). THQ finished in 0.8s. ETA: 1m 6s. Rate: 323.34 forecasts/min
[2025-11-16T05:09:02.901158] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:02.901977] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-11-16T05:09:02.902047] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-11-16T05:09:02.902093] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-11-16T05:09:02.903074] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:02.903158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:02.905227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:02.905887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:02.906332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:02.907855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:02.910001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:09:02.912226] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:02.948869] [INFO ] [LOCAL     ] CLW: Saved forecast.
[2025-11-16T05:09:02.949157] [INFO ] [main      ] CLW: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=60.2981%)
[2025-11-16T05:09:02.949444] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-11-16T05:09:02.949561] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-11-16T05:09:02.950458] [INFO ] [main      ] Progress: 115/472 forecasts completed (24.4%). CLW finished in 0.8s. ETA: 1m 6s. Rate: 325.22 forecasts/min
[2025-11-16T05:09:02.965795] [DEBUG] [REMOTE    ] GIS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:02.966616] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-11-16T05:09:02.966765] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-11-16T05:09:02.966869] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-11-16T05:09:02.967891] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:09:03.026841] [DEBUG] [MAG       ] BRT: Last date is validated at 2025-11-14
[2025-11-16T05:09:03.123982] [DEBUG] [MAG       ] OPAD: Last date is validated at 2025-11-14
[2025-11-16T05:09:03.203413] [DEBUG] [MAG       ] BRT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:03.279159] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-11-14
[2025-11-16T05:09:03.285180] [INFO ] [LOCAL     ] BRT: Saved forecast.
[2025-11-16T05:09:03.285620] [INFO ] [main      ] BRT: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=48.9371%)
[2025-11-16T05:09:03.285991] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-11-16T05:09:03.286109] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-11-16T05:09:03.286773] [INFO ] [main      ] Progress: 116/472 forecasts completed (24.6%). BRT finished in 0.6s. ETA: 1m 6s. Rate: 322.93 forecasts/min
[2025-11-16T05:09:03.302585] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:03.303822] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-11-16T05:09:03.303971] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-11-16T05:09:03.304078] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-11-16T05:09:03.305073] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-11-16T05:09:03.305221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:03.306084] [DEBUG] [MAG       ] OPAD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:03.310582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:03.312570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:03.313178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:03.313685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:03.335344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:03.337086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:03.337763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:03.339700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:03.340989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:09:03.341856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:09:03.343946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:03.345694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:03.348574] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:03.349963] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-11-14
[2025-11-16T05:09:03.385890] [INFO ] [LOCAL     ] OPAD: Saved forecast.
[2025-11-16T05:09:03.386012] [INFO ] [main      ] OPAD: Signal=1 (Conf=90.0%), Magnitude=-5.09% (Conf=48.7343%)
[2025-11-16T05:09:03.386592] [INFO ] [main      ] Fetching symbol history for S...
[2025-11-16T05:09:03.386673] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-11-16T05:09:03.386765] [INFO ] [main      ] Progress: 117/472 forecasts completed (24.8%). OPAD finished in 0.7s. ETA: 1m 6s. Rate: 324.20 forecasts/min
[2025-11-16T05:09:03.402558] [DEBUG] [REMOTE    ] S: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:03.403412] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-11-16T05:09:03.403488] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-11-16T05:09:03.403526] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-11-16T05:09:03.404685] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:03.404765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:03.410254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:03.412261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:03.412831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:03.413344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:03.413805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:03.414964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:03.470572] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:03.528178] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:03.542783] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-11-16T05:09:03.542905] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=64.7029%)
[2025-11-16T05:09:03.543148] [INFO ] [main      ] Fetching symbol history for CHPT...
[2025-11-16T05:09:03.543208] [DEBUG] [REMOTE    ] CHPT: Fetching historical data.
[2025-11-16T05:09:03.544482] [INFO ] [main      ] Progress: 118/472 forecasts completed (25.0%). UNMA finished in 0.7s. ETA: 1m 5s. Rate: 324.61 forecasts/min
[2025-11-16T05:09:03.558933] [DEBUG] [REMOTE    ] CHPT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:03.559726] [DEBUG] [LOCAL     ] Loaded configuration for CHPT: 5 features, N/A% accuracy
[2025-11-16T05:09:03.559847] [INFO ] [LOCAL     ] CHPT: Loaded 5 optimal features with 50.29% confidence from JSON config
[2025-11-16T05:09:03.559947] [DEBUG] [MAG       ] Building data for symbol: CHPT with lookback: 0
[2025-11-16T05:09:03.560946] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:03.561085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:03.566353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:03.567467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:09:03.568136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:09:03.569882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:09:03.572940] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:03.630516] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-11-16T05:09:03.630630] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=54.4664%)
[2025-11-16T05:09:03.630896] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-11-16T05:09:03.630958] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-11-16T05:09:03.632756] [INFO ] [main      ] Progress: 119/472 forecasts completed (25.2%). GIS finished in 0.7s. ETA: 1m 5s. Rate: 326.04 forecasts/min
[2025-11-16T05:09:03.645712] [DEBUG] [REMOTE    ] DEI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:03.646630] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-11-16T05:09:03.646724] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-11-16T05:09:03.646768] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-11-16T05:09:03.647866] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:03.647944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:03.648955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:03.697076] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-11-14
[2025-11-16T05:09:03.778671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:03.779912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:03.781225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:03.781119] [DEBUG] [MAG       ] S: Last date is validated at 2025-11-14
[2025-11-16T05:09:03.869870] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:03.924265] [DEBUG] [MAG       ] CHPT: Last date is validated at 2025-11-14
[2025-11-16T05:09:03.969802] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:04.037241] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-11-16T05:09:04.037354] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.5386%)
[2025-11-16T05:09:04.037596] [INFO ] [main      ] Fetching symbol history for CWT...
[2025-11-16T05:09:04.037669] [DEBUG] [REMOTE    ] CWT: Fetching historical data.
[2025-11-16T05:09:04.038874] [INFO ] [main      ] Progress: 120/472 forecasts completed (25.4%). SWZ finished in 0.8s. ETA: 1m 5s. Rate: 322.80 forecasts/min
[2025-11-16T05:09:04.052020] [DEBUG] [REMOTE    ] CWT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:04.053108] [DEBUG] [LOCAL     ] Loaded configuration for CWT: 3 features, N/A% accuracy
[2025-11-16T05:09:04.053237] [INFO ] [LOCAL     ] CWT: Loaded 3 optimal features with 52.35% confidence from JSON config
[2025-11-16T05:09:04.053336] [DEBUG] [MAG       ] Building data for symbol: CWT with lookback: 0
[2025-11-16T05:09:04.054451] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:04.054594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:04.060228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:04.062492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:04.063255] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-11-16T05:09:04.063569] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=63.3835%)
[2025-11-16T05:09:04.063822] [INFO ] [main      ] Fetching symbol history for AFGB...
[2025-11-16T05:09:04.064100] [DEBUG] [REMOTE    ] AFGB: Fetching historical data.
[2025-11-16T05:09:04.064474] [INFO ] [main      ] Progress: 121/472 forecasts completed (25.6%). S finished in 0.7s. ETA: 1m 5s. Rate: 325.11 forecasts/min
[2025-11-16T05:09:04.076207] [DEBUG] [REMOTE    ] AFGB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:04.077116] [DEBUG] [LOCAL     ] Loaded configuration for AFGB: 9 features, N/A% accuracy
[2025-11-16T05:09:04.077180] [INFO ] [LOCAL     ] AFGB: Loaded 9 optimal features with 43.20% confidence from JSON config
[2025-11-16T05:09:04.077218] [DEBUG] [MAG       ] Building data for symbol: AFGB with lookback: 0
[2025-11-16T05:09:04.078053] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:04.078135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:04.081414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:04.082982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:04.084797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:04.085295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:04.085777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:04.086184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:04.099854] [DEBUG] [MAG       ] CHPT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:04.126370] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-11-14
[2025-11-16T05:09:04.135903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:04.137357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:09:04.139047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:09:04.140253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:04.215526] [INFO ] [LOCAL     ] CHPT: Saved forecast.
[2025-11-16T05:09:04.215667] [INFO ] [main      ] CHPT: Signal=1 (Conf=90.0%), Magnitude=-11.13% (Conf=50.2927%)
[2025-11-16T05:09:04.215889] [INFO ] [main      ] Fetching symbol history for EMN...
[2025-11-16T05:09:04.215980] [DEBUG] [REMOTE    ] EMN: Fetching historical data.
[2025-11-16T05:09:04.217452] [INFO ] [main      ] Progress: 122/472 forecasts completed (25.8%). CHPT finished in 0.7s. ETA: 1m 5s. Rate: 325.57 forecasts/min
[2025-11-16T05:09:04.231324] [DEBUG] [REMOTE    ] EMN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:04.232247] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 4 features, N/A% accuracy
[2025-11-16T05:09:04.232564] [INFO ] [LOCAL     ] EMN: Loaded 4 optimal features with 54.55% confidence from JSON config
[2025-11-16T05:09:04.232680] [DEBUG] [MAG       ] Building data for symbol: EMN with lookback: 0
[2025-11-16T05:09:04.233614] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:04.233721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:04.238788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:04.240905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:04.241466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:04.241983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:04.307587] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:04.392227] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-11-16T05:09:04.392351] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=1.81% (Conf=59.2048%)
[2025-11-16T05:09:04.392878] [INFO ] [main      ] Progress: 123/472 forecasts completed (26.1%). DEI finished in 0.8s. ETA: 1m 4s. Rate: 325.70 forecasts/min
[2025-11-16T05:09:04.393068] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-11-16T05:09:04.393121] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-11-16T05:09:04.407632] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:04.408618] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-11-16T05:09:04.408696] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-11-16T05:09:04.408742] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-11-16T05:09:04.409703] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:04.409787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:04.411626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:04.412282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:04.412792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:04.413225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:04.456763] [DEBUG] [MAG       ] CWT: Last date is validated at 2025-11-14
[2025-11-16T05:09:04.480285] [DEBUG] [MAG       ] AFGB: Last date is validated at 2025-11-14
[2025-11-16T05:09:04.543400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:04.544878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:09:04.546625] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:04.591826] [DEBUG] [MAG       ] EMN: Last date is validated at 2025-11-14
[2025-11-16T05:09:04.635905] [DEBUG] [MAG       ] CWT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:04.650345] [DEBUG] [MAG       ] AFGB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:04.718057] [INFO ] [LOCAL     ] AFGB: Saved forecast.
[2025-11-16T05:09:04.718168] [INFO ] [main      ] AFGB: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=43.2033%)
[2025-11-16T05:09:04.718587] [INFO ] [main      ] Fetching symbol history for RKT...
[2025-11-16T05:09:04.718660] [DEBUG] [REMOTE    ] RKT: Fetching historical data.
[2025-11-16T05:09:04.719630] [INFO ] [main      ] Progress: 124/472 forecasts completed (26.3%). AFGB finished in 0.7s. ETA: 1m 5s. Rate: 323.68 forecasts/min
[2025-11-16T05:09:04.731768] [DEBUG] [REMOTE    ] RKT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:04.732480] [DEBUG] [LOCAL     ] Loaded configuration for RKT: 3 features, N/A% accuracy
[2025-11-16T05:09:04.732549] [INFO ] [LOCAL     ] RKT: Loaded 3 optimal features with 50.48% confidence from JSON config
[2025-11-16T05:09:04.732670] [DEBUG] [MAG       ] Building data for symbol: RKT with lookback: 0
[2025-11-16T05:09:04.733543] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:04.733636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:04.734607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:04.737242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:04.738376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:04.740418] [INFO ] [LOCAL     ] CWT: Saved forecast.
[2025-11-16T05:09:04.740541] [INFO ] [main      ] CWT: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=52.3488%)
[2025-11-16T05:09:04.740814] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-11-16T05:09:04.740880] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-11-16T05:09:04.741077] [INFO ] [main      ] Progress: 125/472 forecasts completed (26.5%). CWT finished in 0.7s. ETA: 1m 4s. Rate: 325.98 forecasts/min
[2025-11-16T05:09:04.755966] [DEBUG] [REMOTE    ] MOD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:04.756779] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-11-16T05:09:04.756847] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-11-16T05:09:04.756887] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-11-16T05:09:04.757906] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:04.757992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:04.763393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:04.764339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:04.767978] [DEBUG] [MAG       ] EMN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:04.891668] [INFO ] [LOCAL     ] EMN: Saved forecast.
[2025-11-16T05:09:04.891790] [INFO ] [main      ] EMN: Signal=1 (Conf=90.0%), Magnitude=-2.78% (Conf=54.5505%)
[2025-11-16T05:09:04.892012] [INFO ] [main      ] Fetching symbol history for BRC...
[2025-11-16T05:09:04.892066] [DEBUG] [REMOTE    ] BRC: Fetching historical data.
[2025-11-16T05:09:04.893876] [INFO ] [main      ] Progress: 126/472 forecasts completed (26.7%). EMN finished in 0.7s. ETA: 1m 4s. Rate: 326.42 forecasts/min
[2025-11-16T05:09:04.903789] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-11-14
[2025-11-16T05:09:04.906680] [DEBUG] [REMOTE    ] BRC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:04.907315] [DEBUG] [LOCAL     ] Loaded configuration for BRC: 4 features, N/A% accuracy
[2025-11-16T05:09:04.907435] [INFO ] [LOCAL     ] BRC: Loaded 4 optimal features with 45.67% confidence from JSON config
[2025-11-16T05:09:04.907531] [DEBUG] [MAG       ] Building data for symbol: BRC with lookback: 0
[2025-11-16T05:09:04.908484] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:04.908635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:04.913706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:04.915573] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:04.961817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:04.963346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:05.075604] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:05.096848] [DEBUG] [MAG       ] RKT: Last date is validated at 2025-11-14
[2025-11-16T05:09:05.124134] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-11-14
[2025-11-16T05:09:05.212003] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-11-16T05:09:05.212125] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=50.2566%)
[2025-11-16T05:09:05.212348] [INFO ] [main      ] Fetching symbol history for PSN...
[2025-11-16T05:09:05.212400] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2025-11-16T05:09:05.213437] [INFO ] [main      ] Progress: 127/472 forecasts completed (26.9%). ZBH finished in 0.8s. ETA: 1m 4s. Rate: 324.54 forecasts/min
[2025-11-16T05:09:05.226869] [DEBUG] [REMOTE    ] PSN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:05.227545] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2025-11-16T05:09:05.227817] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2025-11-16T05:09:05.227920] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2025-11-16T05:09:05.228899] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:05.229033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:05.230112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:05.231089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:05.232217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:05.234408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:05.272817] [DEBUG] [MAG       ] RKT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:05.302830] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:05.314824] [DEBUG] [MAG       ] BRC: Last date is validated at 2025-11-14
[2025-11-16T05:09:05.365499] [INFO ] [LOCAL     ] RKT: Saved forecast.
[2025-11-16T05:09:05.365770] [INFO ] [main      ] RKT: Signal=1 (Conf=90.0%), Magnitude=6.00% (Conf=50.4844%)
[2025-11-16T05:09:05.366266] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-11-16T05:09:05.366385] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-11-16T05:09:05.366760] [INFO ] [main      ] Progress: 128/472 forecasts completed (27.1%). RKT finished in 0.6s. ETA: 1m 4s. Rate: 324.97 forecasts/min
[2025-11-16T05:09:05.379123] [DEBUG] [REMOTE    ] SNN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:05.379943] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-11-16T05:09:05.380008] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-11-16T05:09:05.380046] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-11-16T05:09:05.380884] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:05.380967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:05.386015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:05.435220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:05.436784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:05.437526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:05.439470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:05.441808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:05.442573] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:05.456192] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-11-16T05:09:05.456297] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=5.49% (Conf=41.4009%)
[2025-11-16T05:09:05.456744] [INFO ] [main      ] Progress: 129/472 forecasts completed (27.3%). MOD finished in 0.7s. ETA: 1m 3s. Rate: 326.27 forecasts/min
[2025-11-16T05:09:05.456948] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-11-16T05:09:05.457007] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-11-16T05:09:05.469616] [DEBUG] [REMOTE    ] DHX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:05.470440] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-11-16T05:09:05.470496] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-11-16T05:09:05.470533] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-11-16T05:09:05.471351] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:05.471430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:05.473221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:05.473794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:05.476539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:05.479261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:05.488367] [DEBUG] [MAG       ] BRC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:05.498730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:09:05.501517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:05.587167] [DEBUG] [MAG       ] PSN: Last date is validated at 2025-11-14
[2025-11-16T05:09:05.600424] [INFO ] [LOCAL     ] BRC: Saved forecast.
[2025-11-16T05:09:05.600542] [INFO ] [main      ] BRC: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=45.6662%)
[2025-11-16T05:09:05.600939] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-11-16T05:09:05.601005] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-11-16T05:09:05.602574] [INFO ] [main      ] Progress: 130/472 forecasts completed (27.5%). BRC finished in 0.7s. ETA: 1m 3s. Rate: 326.79 forecasts/min
[2025-11-16T05:09:05.616709] [DEBUG] [REMOTE    ] NNI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:05.617410] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-11-16T05:09:05.617468] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-11-16T05:09:05.617506] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-11-16T05:09:05.618460] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:05.618546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:05.623884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:05.625856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:05.626398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:05.626918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:05.627371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:05.628682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:05.629362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:05.767927] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:05.800545] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-11-14
[2025-11-16T05:09:05.843056] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-11-14
[2025-11-16T05:09:05.913891] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2025-11-16T05:09:05.914005] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=61.672%)
[2025-11-16T05:09:05.914229] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-11-16T05:09:05.914280] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-11-16T05:09:05.915044] [INFO ] [main      ] Progress: 131/472 forecasts completed (27.8%). PSN finished in 0.7s. ETA: 1m 3s. Rate: 325.05 forecasts/min
[2025-11-16T05:09:05.929020] [DEBUG] [REMOTE    ] MEI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:05.930044] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-11-16T05:09:05.930125] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-11-16T05:09:05.930174] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-11-16T05:09:05.931155] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:05.931375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:05.933545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:05.935552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:05.936192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:05.937494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:05.942083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:05.979491] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:05.989232] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-11-14
[2025-11-16T05:09:06.025230] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:06.084834] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-11-16T05:09:06.085131] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=38.7013%)
[2025-11-16T05:09:06.085622] [INFO ] [main      ] Fetching symbol history for CFR...
[2025-11-16T05:09:06.085797] [DEBUG] [REMOTE    ] CFR: Fetching historical data.
[2025-11-16T05:09:06.085773] [INFO ] [main      ] Progress: 132/472 forecasts completed (28.0%). SNN finished in 0.7s. ETA: 1m 3s. Rate: 325.23 forecasts/min
[2025-11-16T05:09:06.098841] [DEBUG] [REMOTE    ] CFR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:06.099483] [DEBUG] [LOCAL     ] Loaded configuration for CFR: 1 features, N/A% accuracy
[2025-11-16T05:09:06.099547] [INFO ] [LOCAL     ] CFR: Loaded 1 optimal features with 62.71% confidence from JSON config
[2025-11-16T05:09:06.099617] [DEBUG] [MAG       ] Building data for symbol: CFR with lookback: 0
[2025-11-16T05:09:06.100463] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:06.100541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:06.105599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:06.108660] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-11-16T05:09:06.108837] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-2.14% (Conf=44.3582%)
[2025-11-16T05:09:06.109156] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-11-16T05:09:06.109268] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-11-16T05:09:06.109746] [INFO ] [main      ] Progress: 133/472 forecasts completed (28.2%). DHX finished in 0.7s. ETA: 1m 2s. Rate: 327.37 forecasts/min
[2025-11-16T05:09:06.124416] [DEBUG] [REMOTE    ] TDF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:06.125220] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-11-16T05:09:06.125593] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-11-16T05:09:06.125733] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-11-16T05:09:06.126836] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:06.126975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:06.132772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:06.135132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:06.135843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:06.136373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:06.140872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:09:06.143733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:06.167161] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:06.284557] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-11-14
[2025-11-16T05:09:06.299389] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-11-16T05:09:06.299510] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=59.3173%)
[2025-11-16T05:09:06.300018] [INFO ] [main      ] Fetching symbol history for PPL...
[2025-11-16T05:09:06.300102] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2025-11-16T05:09:06.300837] [INFO ] [main      ] Progress: 134/472 forecasts completed (28.4%). NNI finished in 0.7s. ETA: 1m 2s. Rate: 327.27 forecasts/min
[2025-11-16T05:09:06.314857] [DEBUG] [REMOTE    ] PPL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:06.315842] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2025-11-16T05:09:06.315907] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2025-11-16T05:09:06.315949] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2025-11-16T05:09:06.316942] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:06.317024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:06.322305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:06.324389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:06.324926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:06.325338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:06.326248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:06.328693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:06.455335] [DEBUG] [MAG       ] CFR: Last date is validated at 2025-11-14
[2025-11-16T05:09:06.456669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:06.458224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:06.459348] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:06.499789] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-11-14
[2025-11-16T05:09:06.557909] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-11-16T05:09:06.558041] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=64.7936%)
[2025-11-16T05:09:06.558280] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-11-16T05:09:06.558335] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-11-16T05:09:06.559724] [INFO ] [main      ] Progress: 135/472 forecasts completed (28.6%). MEI finished in 0.6s. ETA: 1m 2s. Rate: 326.27 forecasts/min
[2025-11-16T05:09:06.573294] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:06.574441] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-11-16T05:09:06.574577] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-11-16T05:09:06.574763] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-11-16T05:09:06.575918] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:06.576065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:06.578057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:06.578845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:06.579373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:06.580322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:06.631609] [DEBUG] [MAG       ] CFR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:06.678970] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:06.752270] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-11-16T05:09:06.752391] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=67.98%)
[2025-11-16T05:09:06.752631] [INFO ] [main      ] Fetching symbol history for NET...
[2025-11-16T05:09:06.752708] [DEBUG] [REMOTE    ] NET: Fetching historical data.
[2025-11-16T05:09:06.753724] [INFO ] [main      ] Progress: 136/472 forecasts completed (28.8%). TDF finished in 0.6s. ETA: 1m 2s. Rate: 326.14 forecasts/min
[2025-11-16T05:09:06.760009] [INFO ] [LOCAL     ] CFR: Saved forecast.
[2025-11-16T05:09:06.760114] [INFO ] [main      ] CFR: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=62.712%)
[2025-11-16T05:09:06.760327] [INFO ] [main      ] Fetching symbol history for CRT...
[2025-11-16T05:09:06.760391] [DEBUG] [REMOTE    ] CRT: Fetching historical data.
[2025-11-16T05:09:06.761116] [INFO ] [main      ] Progress: 137/472 forecasts completed (29.0%). CFR finished in 0.7s. ETA: 1m 1s. Rate: 328.44 forecasts/min
[2025-11-16T05:09:06.768216] [DEBUG] [REMOTE    ] NET: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:06.769199] [DEBUG] [LOCAL     ] Loaded configuration for NET: 5 features, N/A% accuracy
[2025-11-16T05:09:06.769270] [INFO ] [LOCAL     ] NET: Loaded 5 optimal features with 44.18% confidence from JSON config
[2025-11-16T05:09:06.769316] [DEBUG] [MAG       ] Building data for symbol: NET with lookback: 0
[2025-11-16T05:09:06.770406] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:06.770490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:06.771327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:06.773933] [DEBUG] [REMOTE    ] CRT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:06.774776] [DEBUG] [LOCAL     ] Loaded configuration for CRT: 4 features, N/A% accuracy
[2025-11-16T05:09:06.774899] [INFO ] [LOCAL     ] CRT: Loaded 4 optimal features with 53.04% confidence from JSON config
[2025-11-16T05:09:06.775000] [DEBUG] [MAG       ] Building data for symbol: CRT with lookback: 0
[2025-11-16T05:09:06.775892] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:06.776028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:06.781116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:06.782087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:06.806690] [DEBUG] [MAG       ] PPL: Last date is validated at 2025-11-14
[2025-11-16T05:09:06.904126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:06.905691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:09:06.908599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:09:06.909926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:06.910830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:06.912401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:06.944103] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-11-14
[2025-11-16T05:09:06.980358] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:07.073316] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2025-11-16T05:09:07.073439] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=51.1453%)
[2025-11-16T05:09:07.073680] [INFO ] [main      ] Fetching symbol history for BTE...
[2025-11-16T05:09:07.073736] [DEBUG] [REMOTE    ] BTE: Fetching historical data.
[2025-11-16T05:09:07.076987] [INFO ] [main      ] Progress: 138/472 forecasts completed (29.2%). PPL finished in 0.8s. ETA: 1m 1s. Rate: 326.71 forecasts/min
[2025-11-16T05:09:07.089483] [DEBUG] [REMOTE    ] BTE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:07.090244] [DEBUG] [LOCAL     ] Loaded configuration for BTE: 1 features, N/A% accuracy
[2025-11-16T05:09:07.090308] [INFO ] [LOCAL     ] BTE: Loaded 1 optimal features with 58.45% confidence from JSON config
[2025-11-16T05:09:07.090347] [DEBUG] [MAG       ] Building data for symbol: BTE with lookback: 0
[2025-11-16T05:09:07.091302] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:07.091383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:07.092418] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:07.121586] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:07.247784] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-11-16T05:09:07.248114] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=58.5696%)
[2025-11-16T05:09:07.248709] [INFO ] [main      ] Fetching symbol history for UNP...
[2025-11-16T05:09:07.248833] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2025-11-16T05:09:07.248768] [INFO ] [main      ] Progress: 139/472 forecasts completed (29.4%). FBIN finished in 0.7s. ETA: 1m 1s. Rate: 326.87 forecasts/min
[2025-11-16T05:09:07.262552] [DEBUG] [MAG       ] CRT: Last date is validated at 2025-11-14
[2025-11-16T05:09:07.264821] [DEBUG] [REMOTE    ] UNP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:07.265861] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2025-11-16T05:09:07.265935] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2025-11-16T05:09:07.265977] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2025-11-16T05:09:07.267104] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:07.267199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:07.272944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:07.275164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:07.275268] [DEBUG] [MAG       ] NET: Last date is validated at 2025-11-14
[2025-11-16T05:09:07.275851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:07.276345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:07.276868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:07.279418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:07.280762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:07.283607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:07.285075] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:07.431715] [DEBUG] [MAG       ] CRT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:07.445675] [DEBUG] [MAG       ] BTE: Last date is validated at 2025-11-14
[2025-11-16T05:09:07.457401] [DEBUG] [MAG       ] NET: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:07.511707] [INFO ] [LOCAL     ] CRT: Saved forecast.
[2025-11-16T05:09:07.511817] [INFO ] [main      ] CRT: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=53.0352%)
[2025-11-16T05:09:07.512357] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-11-16T05:09:07.512426] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-11-16T05:09:07.512967] [INFO ] [main      ] Progress: 140/472 forecasts completed (29.7%). CRT finished in 0.8s. ETA: 1m 1s. Rate: 325.84 forecasts/min
[2025-11-16T05:09:07.525905] [DEBUG] [REMOTE    ] TRC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:07.526509] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-11-16T05:09:07.526567] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-11-16T05:09:07.526608] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-11-16T05:09:07.527439] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:07.527521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:07.529335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:07.529987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:07.530445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:07.531527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:07.532274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:07.534427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:09:07.537527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:07.607232] [INFO ] [LOCAL     ] NET: Saved forecast.
[2025-11-16T05:09:07.607356] [INFO ] [main      ] NET: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=44.178%)
[2025-11-16T05:09:07.607874] [INFO ] [main      ] Progress: 141/472 forecasts completed (29.9%). NET finished in 0.9s. ETA: 1m 1s. Rate: 326.97 forecasts/min
[2025-11-16T05:09:07.608038] [INFO ] [main      ] Fetching symbol history for AWP...
[2025-11-16T05:09:07.608088] [DEBUG] [REMOTE    ] AWP: Fetching historical data.
[2025-11-16T05:09:07.620461] [DEBUG] [MAG       ] BTE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:07.622064] [DEBUG] [REMOTE    ] AWP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:07.622749] [DEBUG] [LOCAL     ] Loaded configuration for AWP: 2 features, N/A% accuracy
[2025-11-16T05:09:07.622811] [INFO ] [LOCAL     ] AWP: Loaded 2 optimal features with 39.34% confidence from JSON config
[2025-11-16T05:09:07.622849] [DEBUG] [MAG       ] Building data for symbol: AWP with lookback: 0
[2025-11-16T05:09:07.623809] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:07.623886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:07.624719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:09:07.626426] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:07.646577] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-11-14
[2025-11-16T05:09:07.680799] [INFO ] [LOCAL     ] BTE: Saved forecast.
[2025-11-16T05:09:07.681134] [INFO ] [main      ] BTE: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=58.4512%)
[2025-11-16T05:09:07.681606] [INFO ] [main      ] Fetching symbol history for AWR...
[2025-11-16T05:09:07.681799] [DEBUG] [REMOTE    ] AWR: Fetching historical data.
[2025-11-16T05:09:07.683061] [INFO ] [main      ] Progress: 142/472 forecasts completed (30.1%). BTE finished in 0.6s. ETA: 1m 0s. Rate: 328.33 forecasts/min
[2025-11-16T05:09:07.696339] [DEBUG] [REMOTE    ] AWR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:07.697351] [DEBUG] [LOCAL     ] Loaded configuration for AWR: 8 features, N/A% accuracy
[2025-11-16T05:09:07.697476] [INFO ] [LOCAL     ] AWR: Loaded 8 optimal features with 56.67% confidence from JSON config
[2025-11-16T05:09:07.697579] [DEBUG] [MAG       ] Building data for symbol: AWR with lookback: 0
[2025-11-16T05:09:07.698559] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:07.698718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:07.704068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:07.706037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:07.706703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:07.707770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:07.708630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:07.711558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:09:07.714031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:09:07.715548] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:07.835869] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:07.874454] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-11-14
[2025-11-16T05:09:07.973528] [DEBUG] [MAG       ] AWP: Last date is validated at 2025-11-14
[2025-11-16T05:09:07.987104] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2025-11-16T05:09:07.987235] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=69.8631%)
[2025-11-16T05:09:07.987485] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-11-16T05:09:07.987542] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-11-16T05:09:07.988196] [INFO ] [main      ] Progress: 143/472 forecasts completed (30.3%). UNP finished in 0.7s. ETA: 1m 0s. Rate: 326.80 forecasts/min
[2025-11-16T05:09:08.004155] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:08.004961] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-11-16T05:09:08.005034] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-11-16T05:09:08.005074] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-11-16T05:09:08.006263] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:09:08.006361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:08.016863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:08.019232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:08.019972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:08.020455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:08.021306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:08.022307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:08.046286] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:08.067913] [DEBUG] [MAG       ] AWR: Last date is validated at 2025-11-14
[2025-11-16T05:09:08.070535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:08.075993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:09:08.076888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:09:08.077664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:08.129088] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-11-16T05:09:08.129195] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=64.291%)
[2025-11-16T05:09:08.129583] [INFO ] [main      ] Fetching symbol history for VBF...
[2025-11-16T05:09:08.129656] [DEBUG] [REMOTE    ] VBF: Fetching historical data.
[2025-11-16T05:09:08.130531] [INFO ] [main      ] Progress: 144/472 forecasts completed (30.5%). TRC finished in 0.6s. ETA: 1m 0s. Rate: 327.31 forecasts/min
[2025-11-16T05:09:08.142190] [DEBUG] [REMOTE    ] VBF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:08.142837] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 6 features, N/A% accuracy
[2025-11-16T05:09:08.142900] [INFO ] [LOCAL     ] VBF: Loaded 6 optimal features with 50.94% confidence from JSON config
[2025-11-16T05:09:08.142937] [DEBUG] [MAG       ] Building data for symbol: VBF with lookback: 0
[2025-11-16T05:09:08.143752] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:08.143830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:08.148798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:08.158403] [DEBUG] [MAG       ] AWP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:08.192516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:08.222554] [INFO ] [LOCAL     ] AWP: Saved forecast.
[2025-11-16T05:09:08.222689] [INFO ] [main      ] AWP: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=39.3361%)
[2025-11-16T05:09:08.222905] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-11-16T05:09:08.222959] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-11-16T05:09:08.224024] [INFO ] [main      ] Progress: 145/472 forecasts completed (30.7%). AWP finished in 0.6s. ETA: 59.7s. Rate: 328.42 forecasts/min
[2025-11-16T05:09:08.237324] [DEBUG] [REMOTE    ] NTB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:08.238130] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-11-16T05:09:08.238195] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-11-16T05:09:08.238232] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-11-16T05:09:08.239043] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:08.239120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:08.244281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:08.244145] [DEBUG] [MAG       ] AWR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:08.247015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:08.248202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:08.333562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:08.335736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:08.336464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:08.359745] [INFO ] [LOCAL     ] AWR: Saved forecast.
[2025-11-16T05:09:08.360005] [INFO ] [main      ] AWR: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=56.6743%)
[2025-11-16T05:09:08.360575] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-11-16T05:09:08.360705] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-11-16T05:09:08.360749] [INFO ] [main      ] Progress: 146/472 forecasts completed (30.9%). AWR finished in 0.7s. ETA: 59.5s. Rate: 328.99 forecasts/min
[2025-11-16T05:09:08.374896] [DEBUG] [REMOTE    ] TBI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:08.375587] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-11-16T05:09:08.375663] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-11-16T05:09:08.375743] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-11-16T05:09:08.376777] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:09:08.433072] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-11-14
[2025-11-16T05:09:08.611108] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-11-14
[2025-11-16T05:09:08.617203] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:08.673218] [DEBUG] [MAG       ] VBF: Last date is validated at 2025-11-14
[2025-11-16T05:09:08.707598] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-11-16T05:09:08.707761] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-1.72% (Conf=48.6359%)
[2025-11-16T05:09:08.708004] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-11-16T05:09:08.708059] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-11-16T05:09:08.709746] [INFO ] [main      ] Progress: 147/472 forecasts completed (31.1%). SMFG finished in 0.7s. ETA: 59.6s. Rate: 326.96 forecasts/min
[2025-11-16T05:09:08.722764] [DEBUG] [REMOTE    ] JLL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:08.723488] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-11-16T05:09:08.723546] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-11-16T05:09:08.723585] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-11-16T05:09:08.724513] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:08.724597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:08.729317] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-11-14
[2025-11-16T05:09:08.730017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:08.730990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:08.733807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:08.787100] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:08.843833] [DEBUG] [MAG       ] VBF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:08.879395] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-11-16T05:09:08.879518] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=47.8289%)
[2025-11-16T05:09:08.879796] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-11-16T05:09:08.879859] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-11-16T05:09:08.881108] [INFO ] [main      ] Progress: 148/472 forecasts completed (31.4%). NTB finished in 0.7s. ETA: 59.4s. Rate: 327.10 forecasts/min
[2025-11-16T05:09:08.895333] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:08.896079] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-11-16T05:09:08.896143] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-11-16T05:09:08.896205] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-11-16T05:09:08.897160] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:08.897240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:08.909355] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:08.910458] [INFO ] [LOCAL     ] VBF: Saved forecast.
[2025-11-16T05:09:08.910603] [INFO ] [main      ] VBF: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=50.9413%)
[2025-11-16T05:09:08.911089] [INFO ] [main      ] Progress: 149/472 forecasts completed (31.6%). VBF finished in 0.8s. ETA: 58.9s. Rate: 328.95 forecasts/min
[2025-11-16T05:09:08.911289] [INFO ] [main      ] Fetching symbol history for AON...
[2025-11-16T05:09:08.911395] [DEBUG] [REMOTE    ] AON: Fetching historical data.
[2025-11-16T05:09:08.923840] [DEBUG] [REMOTE    ] AON: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:08.924565] [DEBUG] [LOCAL     ] Loaded configuration for AON: 5 features, N/A% accuracy
[2025-11-16T05:09:08.924701] [INFO ] [LOCAL     ] AON: Loaded 5 optimal features with 66.18% confidence from JSON config
[2025-11-16T05:09:08.924800] [DEBUG] [MAG       ] Building data for symbol: AON with lookback: 0
[2025-11-16T05:09:08.925668] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:08.925803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:08.927606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:08.928237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:08.928753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:08.929723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:08.942565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:08.986635] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-11-16T05:09:08.986782] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=-5.12% (Conf=56.916%)
[2025-11-16T05:09:08.987009] [INFO ] [main      ] Fetching symbol history for DOCS...
[2025-11-16T05:09:08.987063] [DEBUG] [REMOTE    ] DOCS: Fetching historical data.
[2025-11-16T05:09:08.988281] [INFO ] [main      ] Progress: 150/472 forecasts completed (31.8%). TBI finished in 0.6s. ETA: 58.5s. Rate: 330.22 forecasts/min
[2025-11-16T05:09:09.001618] [DEBUG] [REMOTE    ] DOCS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:09.002635] [DEBUG] [LOCAL     ] Loaded configuration for DOCS: 3 features, N/A% accuracy
[2025-11-16T05:09:09.002727] [INFO ] [LOCAL     ] DOCS: Loaded 3 optimal features with 41.83% confidence from JSON config
[2025-11-16T05:09:09.002835] [DEBUG] [MAG       ] Building data for symbol: DOCS with lookback: 0
[2025-11-16T05:09:09.003860] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:09.003951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:09.009207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:09.010229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:09:09.012533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:09.053571] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:09.084201] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-11-14
[2025-11-16T05:09:09.257848] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:09.287103] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-11-14
[2025-11-16T05:09:09.358281] [DEBUG] [MAG       ] DOCS: Last date is validated at 2025-11-14
[2025-11-16T05:09:09.390028] [DEBUG] [MAG       ] AON: Last date is validated at 2025-11-14
[2025-11-16T05:09:09.405706] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-11-16T05:09:09.405826] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=45.2981%)
[2025-11-16T05:09:09.406291] [INFO ] [main      ] Fetching symbol history for OVV...
[2025-11-16T05:09:09.406354] [DEBUG] [REMOTE    ] OVV: Fetching historical data.
[2025-11-16T05:09:09.406761] [INFO ] [main      ] Progress: 151/472 forecasts completed (32.0%). JLL finished in 0.7s. ETA: 58.8s. Rate: 327.40 forecasts/min
[2025-11-16T05:09:09.420604] [DEBUG] [REMOTE    ] OVV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:09.421624] [DEBUG] [LOCAL     ] Loaded configuration for OVV: 4 features, N/A% accuracy
[2025-11-16T05:09:09.421770] [INFO ] [LOCAL     ] OVV: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-11-16T05:09:09.421870] [DEBUG] [MAG       ] Building data for symbol: OVV with lookback: 0
[2025-11-16T05:09:09.422865] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:09.423008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:09.423906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:09.460503] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:09.533233] [DEBUG] [MAG       ] DOCS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:09.552415] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-11-16T05:09:09.552519] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=48.7735%)
[2025-11-16T05:09:09.552945] [INFO ] [main      ] Fetching symbol history for BH...
[2025-11-16T05:09:09.553011] [DEBUG] [REMOTE    ] BH: Fetching historical data.
[2025-11-16T05:09:09.553155] [INFO ] [main      ] Progress: 152/472 forecasts completed (32.2%). HPQ finished in 0.7s. ETA: 58.6s. Rate: 327.83 forecasts/min
[2025-11-16T05:09:09.556623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:09.558108] [DEBUG] [MAG       ] AON: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:09.566289] [DEBUG] [REMOTE    ] BH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:09.567165] [DEBUG] [LOCAL     ] Loaded configuration for BH: 4 features, N/A% accuracy
[2025-11-16T05:09:09.567227] [INFO ] [LOCAL     ] BH: Loaded 4 optimal features with 40.87% confidence from JSON config
[2025-11-16T05:09:09.567264] [DEBUG] [MAG       ] Building data for symbol: BH with lookback: 0
[2025-11-16T05:09:09.568105] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:09.568182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:09.573142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:09.574179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:09.576875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:09.578496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:09.615840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:09.617502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:09.676003] [INFO ] [LOCAL     ] DOCS: Saved forecast.
[2025-11-16T05:09:09.676112] [INFO ] [main      ] DOCS: Signal=1 (Conf=90.0%), Magnitude=2.08% (Conf=41.8275%)
[2025-11-16T05:09:09.676570] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-11-16T05:09:09.676666] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-11-16T05:09:09.677694] [INFO ] [main      ] Progress: 153/472 forecasts completed (32.4%). DOCS finished in 0.7s. ETA: 58.3s. Rate: 328.52 forecasts/min
[2025-11-16T05:09:09.689309] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:09.689940] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-11-16T05:09:09.690017] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-11-16T05:09:09.690073] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-11-16T05:09:09.690907] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:09.691000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:09.695831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:09.710687] [INFO ] [LOCAL     ] AON: Saved forecast.
[2025-11-16T05:09:09.710792] [INFO ] [main      ] AON: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=66.1787%)
[2025-11-16T05:09:09.711180] [INFO ] [main      ] Fetching symbol history for VFC...
[2025-11-16T05:09:09.711237] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2025-11-16T05:09:09.711763] [INFO ] [main      ] Progress: 154/472 forecasts completed (32.6%). AON finished in 0.8s. ETA: 57.8s. Rate: 330.26 forecasts/min
[2025-11-16T05:09:09.724017] [DEBUG] [REMOTE    ] VFC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:09.724986] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2025-11-16T05:09:09.725050] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2025-11-16T05:09:09.725086] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2025-11-16T05:09:09.725921] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:09.726046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:09.731008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:09.732034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:09.733917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:09.758670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:09.911083] [DEBUG] [MAG       ] BH: Last date is validated at 2025-11-14
[2025-11-16T05:09:09.970868] [DEBUG] [MAG       ] OVV: Last date is validated at 2025-11-14
[2025-11-16T05:09:10.074536] [DEBUG] [MAG       ] VFC: Last date is validated at 2025-11-14
[2025-11-16T05:09:10.086327] [DEBUG] [MAG       ] BH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:10.148172] [DEBUG] [MAG       ] OVV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:10.181053] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-11-14
[2025-11-16T05:09:10.232516] [INFO ] [LOCAL     ] BH: Saved forecast.
[2025-11-16T05:09:10.232631] [INFO ] [main      ] BH: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=40.8669%)
[2025-11-16T05:09:10.232893] [INFO ] [main      ] Fetching symbol history for CMG...
[2025-11-16T05:09:10.232952] [DEBUG] [REMOTE    ] CMG: Fetching historical data.
[2025-11-16T05:09:10.234961] [INFO ] [main      ] Progress: 155/472 forecasts completed (32.8%). BH finished in 0.7s. ETA: 58.3s. Rate: 326.30 forecasts/min
[2025-11-16T05:09:10.242486] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:10.247590] [DEBUG] [REMOTE    ] CMG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:10.248334] [DEBUG] [LOCAL     ] Loaded configuration for CMG: 2 features, N/A% accuracy
[2025-11-16T05:09:10.248397] [INFO ] [LOCAL     ] CMG: Loaded 2 optimal features with 51.98% confidence from JSON config
[2025-11-16T05:09:10.248443] [DEBUG] [MAG       ] Building data for symbol: CMG with lookback: 0
[2025-11-16T05:09:10.249384] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:10.249463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:10.254571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:10.255848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:10.262382] [INFO ] [LOCAL     ] OVV: Saved forecast.
[2025-11-16T05:09:10.262701] [INFO ] [main      ] OVV: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=53.7477%)
[2025-11-16T05:09:10.262974] [INFO ] [main      ] Fetching symbol history for ASIX...
[2025-11-16T05:09:10.263085] [DEBUG] [REMOTE    ] ASIX: Fetching historical data.
[2025-11-16T05:09:10.264385] [INFO ] [main      ] Progress: 156/472 forecasts completed (33.1%). OVV finished in 0.9s. ETA: 57.8s. Rate: 328.07 forecasts/min
[2025-11-16T05:09:10.277901] [DEBUG] [REMOTE    ] ASIX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:10.278749] [DEBUG] [LOCAL     ] Loaded configuration for ASIX: 4 features, N/A% accuracy
[2025-11-16T05:09:10.278871] [INFO ] [LOCAL     ] ASIX: Loaded 4 optimal features with 39.06% confidence from JSON config
[2025-11-16T05:09:10.278968] [DEBUG] [MAG       ] Building data for symbol: ASIX with lookback: 0
[2025-11-16T05:09:10.280021] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:10.280156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:10.285182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:10.287142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:10.287750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:10.288570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:10.337707] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2025-11-16T05:09:10.337823] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=-4.78% (Conf=42.5431%)
[2025-11-16T05:09:10.338243] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-11-16T05:09:10.338312] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-11-16T05:09:10.338961] [INFO ] [main      ] Progress: 157/472 forecasts completed (33.3%). VFC finished in 0.6s. ETA: 57.4s. Rate: 329.31 forecasts/min
[2025-11-16T05:09:10.350783] [DEBUG] [REMOTE    ] TPL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:10.351370] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-11-16T05:09:10.351423] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-11-16T05:09:10.351460] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-11-16T05:09:10.352261] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:10.352340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:10.352145] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:10.354077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:10.354619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:10.355114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:10.355904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:10.454263] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-11-16T05:09:10.454546] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=66.3005%)
[2025-11-16T05:09:10.454995] [INFO ] [main      ] Fetching symbol history for WOLF...
[2025-11-16T05:09:10.455127] [DEBUG] [REMOTE    ] WOLF: Fetching historical data.
[2025-11-16T05:09:10.455184] [INFO ] [main      ] Progress: 158/472 forecasts completed (33.5%). HSBC finished in 0.8s. ETA: 57.1s. Rate: 330.07 forecasts/min
[2025-11-16T05:09:10.469199] [DEBUG] [REMOTE    ] WOLF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:10.470109] [DEBUG] [LOCAL     ] Loaded configuration for WOLF: 6 features, N/A% accuracy
[2025-11-16T05:09:10.470228] [INFO ] [LOCAL     ] WOLF: Loaded 6 optimal features with 46.12% confidence from JSON config
[2025-11-16T05:09:10.470327] [DEBUG] [MAG       ] Building data for symbol: WOLF with lookback: 0
[2025-11-16T05:09:10.471269] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:10.471408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:10.476309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:10.477264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:10.479988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:10.481147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:10.481953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:09:10.482723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:10.595677] [DEBUG] [MAG       ] CMG: Last date is validated at 2025-11-14
[2025-11-16T05:09:10.643077] [DEBUG] [MAG       ] ASIX: Last date is validated at 2025-11-14
[2025-11-16T05:09:10.699684] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-11-14
[2025-11-16T05:09:10.776209] [DEBUG] [MAG       ] CMG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:10.819271] [DEBUG] [MAG       ] WOLF: Last date is validated at 2025-11-14
[2025-11-16T05:09:10.824900] [DEBUG] [MAG       ] ASIX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:10.877818] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:10.897321] [INFO ] [LOCAL     ] CMG: Saved forecast.
[2025-11-16T05:09:10.897450] [INFO ] [main      ] CMG: Signal=1 (Conf=90.0%), Magnitude=4.14% (Conf=51.9837%)
[2025-11-16T05:09:10.898013] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-11-16T05:09:10.898085] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-11-16T05:09:10.898247] [INFO ] [main      ] Progress: 159/472 forecasts completed (33.7%). CMG finished in 0.7s. ETA: 57.4s. Rate: 327.11 forecasts/min
[2025-11-16T05:09:10.913151] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:10.914169] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-11-16T05:09:10.914236] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-11-16T05:09:10.914276] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-11-16T05:09:10.915214] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:10.915298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:10.917209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:10.917856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:10.922924] [INFO ] [LOCAL     ] ASIX: Saved forecast.
[2025-11-16T05:09:10.923033] [INFO ] [main      ] ASIX: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=39.0635%)
[2025-11-16T05:09:10.923254] [INFO ] [main      ] Fetching symbol history for ASX...
[2025-11-16T05:09:10.923306] [DEBUG] [REMOTE    ] ASX: Fetching historical data.
[2025-11-16T05:09:10.924387] [INFO ] [main      ] Progress: 160/472 forecasts completed (33.9%). ASIX finished in 0.7s. ETA: 56.9s. Rate: 328.87 forecasts/min
[2025-11-16T05:09:10.937635] [DEBUG] [REMOTE    ] ASX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:10.938733] [DEBUG] [LOCAL     ] Loaded configuration for ASX: 8 features, N/A% accuracy
[2025-11-16T05:09:10.938854] [INFO ] [LOCAL     ] ASX: Loaded 8 optimal features with 56.46% confidence from JSON config
[2025-11-16T05:09:10.938950] [DEBUG] [MAG       ] Building data for symbol: ASX with lookback: 0
[2025-11-16T05:09:10.939887] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:10.940026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:10.941879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:10.942518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:10.943103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:10.945683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:10.946559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:09:10.947328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:09:10.948822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:09:10.954627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:10.989776] [DEBUG] [MAG       ] WOLF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:11.053995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:11.117830] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-11-16T05:09:11.118176] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=56.96%)
[2025-11-16T05:09:11.118455] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-11-16T05:09:11.118568] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-11-16T05:09:11.119706] [INFO ] [main      ] Progress: 161/472 forecasts completed (34.1%). TPL finished in 0.8s. ETA: 56.8s. Rate: 328.73 forecasts/min
[2025-11-16T05:09:11.132499] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:11.133513] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-11-16T05:09:11.133633] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-11-16T05:09:11.133768] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-11-16T05:09:11.134795] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:11.134934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:11.140150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:11.148912] [INFO ] [LOCAL     ] WOLF: Saved forecast.
[2025-11-16T05:09:11.149216] [INFO ] [main      ] WOLF: Signal=1 (Conf=90.0%), Magnitude=-4.27% (Conf=46.1189%)
[2025-11-16T05:09:11.149745] [INFO ] [main      ] Fetching symbol history for ST...
[2025-11-16T05:09:11.149864] [DEBUG] [REMOTE    ] ST: Fetching historical data.
[2025-11-16T05:09:11.150765] [INFO ] [main      ] Progress: 162/472 forecasts completed (34.3%). WOLF finished in 0.7s. ETA: 56.3s. Rate: 330.42 forecasts/min
[2025-11-16T05:09:11.157886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:11.162420] [DEBUG] [REMOTE    ] ST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:11.163074] [DEBUG] [LOCAL     ] Loaded configuration for ST: 8 features, N/A% accuracy
[2025-11-16T05:09:11.163375] [INFO ] [LOCAL     ] ST: Loaded 8 optimal features with 53.12% confidence from JSON config
[2025-11-16T05:09:11.163431] [DEBUG] [MAG       ] Building data for symbol: ST with lookback: 0
[2025-11-16T05:09:11.164292] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:11.164381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:11.166151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:11.166781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:11.167261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:11.167711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:11.168523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:11.170924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:11.172223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:09:11.174686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:11.299089] [DEBUG] [MAG       ] ASX: Last date is validated at 2025-11-14
[2025-11-16T05:09:11.405234] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-11-14
[2025-11-16T05:09:11.484483] [DEBUG] [MAG       ] ASX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:11.520408] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-11-14
[2025-11-16T05:09:11.539230] [DEBUG] [MAG       ] ST: Last date is validated at 2025-11-14
[2025-11-16T05:09:11.577980] [INFO ] [LOCAL     ] ASX: Saved forecast.
[2025-11-16T05:09:11.578100] [INFO ] [main      ] ASX: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=56.4625%)
[2025-11-16T05:09:11.578337] [INFO ] [main      ] Fetching symbol history for ING...
[2025-11-16T05:09:11.578393] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-11-16T05:09:11.579542] [INFO ] [main      ] Progress: 163/472 forecasts completed (34.5%). ASX finished in 0.7s. ETA: 56.6s. Rate: 327.68 forecasts/min
[2025-11-16T05:09:11.596069] [DEBUG] [REMOTE    ] ING: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:11.597295] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-11-16T05:09:11.597422] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-11-16T05:09:11.597520] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-11-16T05:09:11.598538] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:11.598714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:11.603800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:09:11.607128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:11.607944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:11.609845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:11.610197] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:11.610440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:11.611760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:11.613936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:11.694881] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:11.696014] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-11-16T05:09:11.696137] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=5.16% (Conf=47.3066%)
[2025-11-16T05:09:11.696710] [INFO ] [main      ] Fetching symbol history for BEN...
[2025-11-16T05:09:11.696780] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2025-11-16T05:09:11.697019] [INFO ] [main      ] Progress: 164/472 forecasts completed (34.7%). PAGS finished in 0.8s. ETA: 56.3s. Rate: 328.40 forecasts/min
[2025-11-16T05:09:11.711278] [DEBUG] [REMOTE    ] BEN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:11.712252] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2025-11-16T05:09:11.712317] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2025-11-16T05:09:11.712355] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2025-11-16T05:09:11.713270] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:11.713364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:11.715161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:11.715788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:11.715887] [DEBUG] [MAG       ] ST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:11.716214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:11.717235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:11.776295] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:11.820436] [INFO ] [LOCAL     ] ST: Saved forecast.
[2025-11-16T05:09:11.820710] [INFO ] [main      ] ST: Signal=1 (Conf=90.0%), Magnitude=-3.21% (Conf=53.1156%)
[2025-11-16T05:09:11.820988] [INFO ] [main      ] Fetching symbol history for AU...
[2025-11-16T05:09:11.821101] [DEBUG] [REMOTE    ] AU: Fetching historical data.
[2025-11-16T05:09:11.822957] [INFO ] [main      ] Progress: 165/472 forecasts completed (35.0%). ST finished in 0.7s. ETA: 56.0s. Rate: 329.02 forecasts/min
[2025-11-16T05:09:11.829673] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-11-16T05:09:11.829794] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=63.9205%)
[2025-11-16T05:09:11.830308] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-11-16T05:09:11.830375] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-11-16T05:09:11.830516] [INFO ] [main      ] Progress: 166/472 forecasts completed (35.2%). RBLX finished in 0.7s. ETA: 55.5s. Rate: 330.93 forecasts/min
[2025-11-16T05:09:11.834731] [DEBUG] [REMOTE    ] AU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:11.835605] [DEBUG] [LOCAL     ] Loaded configuration for AU: 1 features, N/A% accuracy
[2025-11-16T05:09:11.835753] [INFO ] [LOCAL     ] AU: Loaded 1 optimal features with 53.55% confidence from JSON config
[2025-11-16T05:09:11.835851] [DEBUG] [MAG       ] Building data for symbol: AU with lookback: 0
[2025-11-16T05:09:11.836816] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:11.836952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:11.842282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:11.843964] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:11.844875] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-11-16T05:09:11.844941] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-11-16T05:09:11.844978] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-11-16T05:09:11.845891] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:11.845972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:11.847826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:11.848408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:11.848858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:11.893275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:11.949715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:11.975944] [DEBUG] [MAG       ] ING: Last date is validated at 2025-11-14
[2025-11-16T05:09:12.132562] [DEBUG] [MAG       ] BEN: Last date is validated at 2025-11-14
[2025-11-16T05:09:12.149138] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:12.192051] [DEBUG] [MAG       ] AU: Last date is validated at 2025-11-14
[2025-11-16T05:09:12.237617] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-11-16T05:09:12.237753] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=55.6873%)
[2025-11-16T05:09:12.237983] [INFO ] [main      ] Fetching symbol history for AMTB...
[2025-11-16T05:09:12.238037] [DEBUG] [REMOTE    ] AMTB: Fetching historical data.
[2025-11-16T05:09:12.238744] [INFO ] [main      ] Progress: 167/472 forecasts completed (35.4%). ING finished in 0.7s. ETA: 55.7s. Rate: 328.47 forecasts/min
[2025-11-16T05:09:12.253256] [DEBUG] [REMOTE    ] AMTB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:12.254233] [DEBUG] [LOCAL     ] Loaded configuration for AMTB: 7 features, N/A% accuracy
[2025-11-16T05:09:12.254299] [INFO ] [LOCAL     ] AMTB: Loaded 7 optimal features with 60.06% confidence from JSON config
[2025-11-16T05:09:12.254336] [DEBUG] [MAG       ] Building data for symbol: AMTB with lookback: 0
[2025-11-16T05:09:12.255260] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:12.255344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:12.260432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:12.262314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:12.262876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:12.263285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:12.264493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:12.265508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:12.267529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:12.310718] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:12.312046] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-11-14
[2025-11-16T05:09:12.363624] [DEBUG] [MAG       ] AU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:12.397321] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2025-11-16T05:09:12.397452] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=-4.18% (Conf=60.7351%)
[2025-11-16T05:09:12.398008] [INFO ] [main      ] Fetching symbol history for EFR...
[2025-11-16T05:09:12.398103] [DEBUG] [REMOTE    ] EFR: Fetching historical data.
[2025-11-16T05:09:12.398029] [INFO ] [main      ] Progress: 168/472 forecasts completed (35.6%). BEN finished in 0.7s. ETA: 55.5s. Rate: 328.72 forecasts/min
[2025-11-16T05:09:12.413165] [DEBUG] [REMOTE    ] EFR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:12.414180] [DEBUG] [LOCAL     ] Loaded configuration for EFR: 3 features, N/A% accuracy
[2025-11-16T05:09:12.414248] [INFO ] [LOCAL     ] EFR: Loaded 3 optimal features with 40.54% confidence from JSON config
[2025-11-16T05:09:12.414287] [DEBUG] [MAG       ] Building data for symbol: EFR with lookback: 0
[2025-11-16T05:09:12.415244] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:12.415343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:12.420560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:12.422638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:12.423349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:12.490103] [INFO ] [LOCAL     ] AU: Saved forecast.
[2025-11-16T05:09:12.490222] [INFO ] [main      ] AU: Signal=1 (Conf=90.0%), Magnitude=3.53% (Conf=53.551%)
[2025-11-16T05:09:12.490457] [INFO ] [main      ] Fetching symbol history for APO...
[2025-11-16T05:09:12.490513] [DEBUG] [REMOTE    ] APO: Fetching historical data.
[2025-11-16T05:09:12.491749] [INFO ] [main      ] Progress: 169/472 forecasts completed (35.8%). AU finished in 0.7s. ETA: 55.1s. Rate: 329.67 forecasts/min
[2025-11-16T05:09:12.505089] [DEBUG] [REMOTE    ] APO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:12.505295] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:12.506062] [DEBUG] [LOCAL     ] Loaded configuration for APO: 3 features, N/A% accuracy
[2025-11-16T05:09:12.506131] [INFO ] [LOCAL     ] APO: Loaded 3 optimal features with 57.05% confidence from JSON config
[2025-11-16T05:09:12.506172] [DEBUG] [MAG       ] Building data for symbol: APO with lookback: 0
[2025-11-16T05:09:12.507117] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:12.507199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:12.512396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:12.515212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:12.609690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:12.611210] [DEBUG] [MAG       ] AMTB: Last date is validated at 2025-11-14
[2025-11-16T05:09:12.632012] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-11-16T05:09:12.632280] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=-3.95% (Conf=48.6796%)
[2025-11-16T05:09:12.632608] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-11-16T05:09:12.633008] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-11-16T05:09:12.634295] [INFO ] [main      ] Progress: 170/472 forecasts completed (36.0%). TFIN finished in 0.8s. ETA: 54.9s. Rate: 330.09 forecasts/min
[2025-11-16T05:09:12.647960] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:12.648823] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-11-16T05:09:12.648948] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-11-16T05:09:12.649051] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-11-16T05:09:12.650042] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:12.650183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:12.655559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:12.657020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:09:12.659565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:12.774463] [DEBUG] [MAG       ] EFR: Last date is validated at 2025-11-14
[2025-11-16T05:09:12.783277] [DEBUG] [MAG       ] AMTB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:12.885100] [INFO ] [LOCAL     ] AMTB: Saved forecast.
[2025-11-16T05:09:12.885219] [INFO ] [main      ] AMTB: Signal=1 (Conf=90.0%), Magnitude=-3.83% (Conf=60.0557%)
[2025-11-16T05:09:12.885448] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-11-16T05:09:12.885504] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-11-16T05:09:12.886366] [INFO ] [main      ] Progress: 171/472 forecasts completed (36.2%). AMTB finished in 0.6s. ETA: 54.8s. Rate: 329.35 forecasts/min
[2025-11-16T05:09:12.901488] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:12.902348] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-11-16T05:09:12.902475] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-11-16T05:09:12.902579] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-11-16T05:09:12.903601] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:12.903769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:12.904859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:12.906308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:12.907632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:09:12.910727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:09:12.913285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:12.915085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:12.955110] [DEBUG] [MAG       ] EFR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:12.958832] [DEBUG] [MAG       ] APO: Last date is validated at 2025-11-14
[2025-11-16T05:09:13.013839] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-11-14
[2025-11-16T05:09:13.021010] [INFO ] [LOCAL     ] EFR: Saved forecast.
[2025-11-16T05:09:13.021131] [INFO ] [main      ] EFR: Signal=1 (Conf=90.0%), Magnitude=1.75% (Conf=40.5388%)
[2025-11-16T05:09:13.021345] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-11-16T05:09:13.021418] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-11-16T05:09:13.022243] [INFO ] [main      ] Progress: 172/472 forecasts completed (36.4%). EFR finished in 0.6s. ETA: 54.6s. Rate: 329.83 forecasts/min
[2025-11-16T05:09:13.037190] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:13.038250] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-11-16T05:09:13.038377] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-11-16T05:09:13.038479] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-11-16T05:09:13.039525] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:13.039683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:13.042012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:13.059311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:13.130361] [DEBUG] [MAG       ] APO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:13.188349] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:13.264925] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-11-14
[2025-11-16T05:09:13.274466] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-11-16T05:09:13.274588] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=4.18% (Conf=54.6429%)
[2025-11-16T05:09:13.275121] [INFO ] [main      ] Progress: 173/472 forecasts completed (36.7%). SAFE finished in 0.6s. ETA: 54.5s. Rate: 329.09 forecasts/min
[2025-11-16T05:09:13.275307] [INFO ] [main      ] Fetching symbol history for NOV...
[2025-11-16T05:09:13.275371] [DEBUG] [REMOTE    ] NOV: Fetching historical data.
[2025-11-16T05:09:13.290100] [DEBUG] [REMOTE    ] NOV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:13.290357] [INFO ] [LOCAL     ] APO: Saved forecast.
[2025-11-16T05:09:13.290461] [INFO ] [main      ] APO: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=57.0547%)
[2025-11-16T05:09:13.291022] [INFO ] [main      ] Fetching symbol history for CP...
[2025-11-16T05:09:13.291099] [DEBUG] [REMOTE    ] CP: Fetching historical data.
[2025-11-16T05:09:13.291198] [DEBUG] [LOCAL     ] Loaded configuration for NOV: 9 features, N/A% accuracy
[2025-11-16T05:09:13.291259] [INFO ] [LOCAL     ] NOV: Loaded 9 optimal features with 58.76% confidence from JSON config
[2025-11-16T05:09:13.291296] [DEBUG] [MAG       ] Building data for symbol: NOV with lookback: 0
[2025-11-16T05:09:13.292161] [INFO ] [main      ] Progress: 174/472 forecasts completed (36.9%). APO finished in 0.8s. ETA: 54.0s. Rate: 330.82 forecasts/min
[2025-11-16T05:09:13.292290] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:13.292999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:13.298188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:13.300258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:13.300829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:13.301260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:13.302058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:13.304093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:13.304871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:09:13.305345] [DEBUG] [REMOTE    ] CP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:13.305597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:09:13.306113] [DEBUG] [LOCAL     ] Loaded configuration for CP: 6 features, N/A% accuracy
[2025-11-16T05:09:13.306232] [INFO ] [LOCAL     ] CP: Loaded 6 optimal features with 52.22% confidence from JSON config
[2025-11-16T05:09:13.306329] [DEBUG] [MAG       ] Building data for symbol: CP with lookback: 0
[2025-11-16T05:09:13.306443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:13.307419] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:13.307557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:13.309418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:13.310083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:13.396899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:13.399339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:13.402349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:09:13.406144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:13.408529] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-11-14
[2025-11-16T05:09:13.439837] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:13.520803] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-11-16T05:09:13.520967] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=55.8061%)
[2025-11-16T05:09:13.521226] [INFO ] [main      ] Fetching symbol history for ELP...
[2025-11-16T05:09:13.521284] [DEBUG] [REMOTE    ] ELP: Fetching historical data.
[2025-11-16T05:09:13.522139] [INFO ] [main      ] Progress: 175/472 forecasts completed (37.1%). QVCC finished in 0.6s. ETA: 53.9s. Rate: 330.31 forecasts/min
[2025-11-16T05:09:13.536463] [DEBUG] [REMOTE    ] ELP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:13.537440] [DEBUG] [LOCAL     ] Loaded configuration for ELP: 6 features, N/A% accuracy
[2025-11-16T05:09:13.537505] [INFO ] [LOCAL     ] ELP: Loaded 6 optimal features with 59.78% confidence from JSON config
[2025-11-16T05:09:13.537543] [DEBUG] [MAG       ] Building data for symbol: ELP with lookback: 0
[2025-11-16T05:09:13.538559] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:13.538660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:13.543752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:13.545623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:13.546183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:13.546617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:13.547388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:13.585521] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:13.634726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:13.655664] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-11-16T05:09:13.655781] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=44.2832%)
[2025-11-16T05:09:13.656038] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-11-16T05:09:13.656096] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-11-16T05:09:13.657003] [INFO ] [main      ] Progress: 176/472 forecasts completed (37.3%). DUKB finished in 0.6s. ETA: 53.7s. Rate: 330.79 forecasts/min
[2025-11-16T05:09:13.669595] [DEBUG] [MAG       ] NOV: Last date is validated at 2025-11-14
[2025-11-16T05:09:13.673564] [DEBUG] [REMOTE    ] HOG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:13.674288] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-11-16T05:09:13.674352] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-11-16T05:09:13.674389] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-11-16T05:09:13.675330] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:13.675411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:13.680574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:13.682574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:13.683122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:13.728487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:13.729873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:13.731738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:13.752975] [DEBUG] [MAG       ] CP: Last date is validated at 2025-11-14
[2025-11-16T05:09:13.848242] [DEBUG] [MAG       ] NOV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:13.925593] [DEBUG] [MAG       ] CP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:13.944385] [INFO ] [LOCAL     ] NOV: Saved forecast.
[2025-11-16T05:09:13.944505] [INFO ] [main      ] NOV: Signal=1 (Conf=90.0%), Magnitude=1.57% (Conf=58.7628%)
[2025-11-16T05:09:13.944994] [INFO ] [main      ] Progress: 177/472 forecasts completed (37.5%). NOV finished in 0.7s. ETA: 53.7s. Rate: 329.70 forecasts/min
[2025-11-16T05:09:13.945150] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-11-16T05:09:13.945199] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-11-16T05:09:13.959377] [DEBUG] [REMOTE    ] ASA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:13.960271] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-11-16T05:09:13.960349] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-11-16T05:09:13.960387] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-11-16T05:09:13.961270] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:13.961351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:13.963152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:13.963734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:13.964215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:13.965182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:13.983694] [DEBUG] [MAG       ] ELP: Last date is validated at 2025-11-14
[2025-11-16T05:09:14.041750] [INFO ] [LOCAL     ] CP: Saved forecast.
[2025-11-16T05:09:14.041903] [INFO ] [main      ] CP: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=52.2155%)
[2025-11-16T05:09:14.042169] [INFO ] [main      ] Fetching symbol history for ED...
[2025-11-16T05:09:14.042232] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-11-16T05:09:14.043058] [INFO ] [main      ] Progress: 178/472 forecasts completed (37.7%). CP finished in 0.8s. ETA: 53.4s. Rate: 330.56 forecasts/min
[2025-11-16T05:09:14.056673] [DEBUG] [REMOTE    ] ED: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:14.057584] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-11-16T05:09:14.057672] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-11-16T05:09:14.057736] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-11-16T05:09:14.058610] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:14.058717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:14.063626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:14.065566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:14.066987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:14.080119] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-11-14
[2025-11-16T05:09:14.093174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:14.094614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:14.095317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:09:14.098404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:14.159477] [DEBUG] [MAG       ] ELP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:14.230823] [INFO ] [LOCAL     ] ELP: Saved forecast.
[2025-11-16T05:09:14.230952] [INFO ] [main      ] ELP: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=59.7808%)
[2025-11-16T05:09:14.231186] [INFO ] [main      ] Fetching symbol history for IFF...
[2025-11-16T05:09:14.231240] [DEBUG] [REMOTE    ] IFF: Fetching historical data.
[2025-11-16T05:09:14.231979] [INFO ] [main      ] Progress: 179/472 forecasts completed (37.9%). ELP finished in 0.7s. ETA: 53.2s. Rate: 330.48 forecasts/min
[2025-11-16T05:09:14.245389] [DEBUG] [REMOTE    ] IFF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:14.246105] [DEBUG] [LOCAL     ] Loaded configuration for IFF: 7 features, N/A% accuracy
[2025-11-16T05:09:14.246438] [INFO ] [LOCAL     ] IFF: Loaded 7 optimal features with 47.89% confidence from JSON config
[2025-11-16T05:09:14.246496] [DEBUG] [MAG       ] Building data for symbol: IFF with lookback: 0
[2025-11-16T05:09:14.247432] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:14.247530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:14.252488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:14.254372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:14.254976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:14.255418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:14.256179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:14.257764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:14.259130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:14.259464] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:14.360662] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-11-16T05:09:14.360780] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=59.3805%)
[2025-11-16T05:09:14.361018] [INFO ] [main      ] Fetching symbol history for ELS...
[2025-11-16T05:09:14.361073] [DEBUG] [REMOTE    ] ELS: Fetching historical data.
[2025-11-16T05:09:14.362154] [INFO ] [main      ] Progress: 180/472 forecasts completed (38.1%). HOG finished in 0.7s. ETA: 52.9s. Rate: 331.00 forecasts/min
[2025-11-16T05:09:14.375684] [DEBUG] [REMOTE    ] ELS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:14.376335] [DEBUG] [LOCAL     ] Loaded configuration for ELS: 2 features, N/A% accuracy
[2025-11-16T05:09:14.376559] [INFO ] [LOCAL     ] ELS: Loaded 2 optimal features with 58.56% confidence from JSON config
[2025-11-16T05:09:14.376682] [DEBUG] [MAG       ] Building data for symbol: ELS with lookback: 0
[2025-11-16T05:09:14.377686] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:14.377820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:14.383069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:09:14.384615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:14.419335] [DEBUG] [MAG       ] ED: Last date is validated at 2025-11-14
[2025-11-16T05:09:14.449713] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-11-14
[2025-11-16T05:09:14.594404] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:14.603498] [DEBUG] [MAG       ] IFF: Last date is validated at 2025-11-14
[2025-11-16T05:09:14.627930] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:14.707616] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-11-16T05:09:14.707754] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=64.9168%)
[2025-11-16T05:09:14.707989] [INFO ] [main      ] Fetching symbol history for GME...
[2025-11-16T05:09:14.708046] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-11-16T05:09:14.708884] [INFO ] [main      ] Progress: 181/472 forecasts completed (38.3%). ED finished in 0.7s. ETA: 53.0s. Rate: 329.34 forecasts/min
[2025-11-16T05:09:14.722814] [DEBUG] [REMOTE    ] GME: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:14.723709] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-11-16T05:09:14.723777] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-11-16T05:09:14.723822] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-11-16T05:09:14.724763] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:14.724856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:14.730166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:14.732157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:14.732730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:14.733173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:14.736991] [DEBUG] [MAG       ] ELS: Last date is validated at 2025-11-14
[2025-11-16T05:09:14.737271] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-11-16T05:09:14.737352] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=55.9998%)
[2025-11-16T05:09:14.737850] [INFO ] [main      ] Fetching symbol history for BMI...
[2025-11-16T05:09:14.737916] [DEBUG] [REMOTE    ] BMI: Fetching historical data.
[2025-11-16T05:09:14.738747] [INFO ] [main      ] Progress: 182/472 forecasts completed (38.6%). ASA finished in 0.8s. ETA: 52.6s. Rate: 330.86 forecasts/min
[2025-11-16T05:09:14.753208] [DEBUG] [REMOTE    ] BMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:14.754170] [DEBUG] [LOCAL     ] Loaded configuration for BMI: 9 features, N/A% accuracy
[2025-11-16T05:09:14.754236] [INFO ] [LOCAL     ] BMI: Loaded 9 optimal features with 52.82% confidence from JSON config
[2025-11-16T05:09:14.754277] [DEBUG] [MAG       ] Building data for symbol: BMI with lookback: 0
[2025-11-16T05:09:14.755196] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:14.755282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:14.760596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:14.762717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:09:14.763528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:14.765436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:14.765987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:14.767142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:14.768841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:14.769934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:09:14.770682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:14.778528] [DEBUG] [MAG       ] IFF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:14.901247] [INFO ] [LOCAL     ] IFF: Saved forecast.
[2025-11-16T05:09:14.901587] [INFO ] [main      ] IFF: Signal=1 (Conf=90.0%), Magnitude=-3.78% (Conf=47.8943%)
[2025-11-16T05:09:14.902230] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-11-16T05:09:14.902355] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-11-16T05:09:14.902775] [INFO ] [main      ] Progress: 183/472 forecasts completed (38.8%). IFF finished in 0.7s. ETA: 52.4s. Rate: 331.03 forecasts/min
[2025-11-16T05:09:14.916502] [DEBUG] [MAG       ] ELS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:14.917327] [DEBUG] [REMOTE    ] AVK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:14.918213] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-11-16T05:09:14.918292] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-11-16T05:09:14.918342] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-11-16T05:09:14.919296] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:14.919391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:14.924404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:15.089347] [DEBUG] [MAG       ] GME: Last date is validated at 2025-11-14
[2025-11-16T05:09:15.103950] [INFO ] [LOCAL     ] ELS: Saved forecast.
[2025-11-16T05:09:15.104084] [INFO ] [main      ] ELS: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=58.5611%)
[2025-11-16T05:09:15.104359] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-11-16T05:09:15.104419] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-11-16T05:09:15.105380] [INFO ] [main      ] Progress: 184/472 forecasts completed (39.0%). ELS finished in 0.7s. ETA: 52.2s. Rate: 330.82 forecasts/min
[2025-11-16T05:09:15.120055] [DEBUG] [REMOTE    ] ENB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:15.120905] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-11-16T05:09:15.121027] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-11-16T05:09:15.121125] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-11-16T05:09:15.122121] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:15.122272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:15.123160] [DEBUG] [MAG       ] BMI: Last date is validated at 2025-11-14
[2025-11-16T05:09:15.124289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:15.124969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:15.181583] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:15.184207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:15.264483] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:15.267173] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-11-14
[2025-11-16T05:09:15.296569] [DEBUG] [MAG       ] BMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:15.374912] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-11-16T05:09:15.375254] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=51.0035%)
[2025-11-16T05:09:15.375696] [INFO ] [main      ] Fetching symbol history for MTDR...
[2025-11-16T05:09:15.375813] [DEBUG] [REMOTE    ] MTDR: Fetching historical data.
[2025-11-16T05:09:15.375757] [INFO ] [main      ] Progress: 185/472 forecasts completed (39.2%). GME finished in 0.7s. ETA: 52.2s. Rate: 329.95 forecasts/min
[2025-11-16T05:09:15.388919] [DEBUG] [REMOTE    ] MTDR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:15.389805] [DEBUG] [LOCAL     ] Loaded configuration for MTDR: 2 features, N/A% accuracy
[2025-11-16T05:09:15.389882] [INFO ] [LOCAL     ] MTDR: Loaded 2 optimal features with 66.14% confidence from JSON config
[2025-11-16T05:09:15.389929] [DEBUG] [MAG       ] Building data for symbol: MTDR with lookback: 0
[2025-11-16T05:09:15.390801] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:15.390893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:15.391681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:15.394469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:15.493170] [INFO ] [LOCAL     ] BMI: Saved forecast.
[2025-11-16T05:09:15.493296] [INFO ] [main      ] BMI: Signal=1 (Conf=90.0%), Magnitude=-4.34% (Conf=52.8178%)
[2025-11-16T05:09:15.493558] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-11-16T05:09:15.493617] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-11-16T05:09:15.494865] [INFO ] [main      ] Progress: 186/472 forecasts completed (39.4%). BMI finished in 0.8s. ETA: 51.9s. Rate: 330.56 forecasts/min
[2025-11-16T05:09:15.508855] [DEBUG] [REMOTE    ] PUK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:15.509891] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-11-16T05:09:15.509961] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-11-16T05:09:15.510001] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-11-16T05:09:15.511015] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:15.511098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:15.513020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:15.513635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:15.514179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:15.537377] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-11-14
[2025-11-16T05:09:15.539974] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:15.604733] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-11-16T05:09:15.605058] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=-1.78% (Conf=46.0566%)
[2025-11-16T05:09:15.605323] [INFO ] [main      ] Fetching symbol history for YOU...
[2025-11-16T05:09:15.605707] [DEBUG] [REMOTE    ] YOU: Fetching historical data.
[2025-11-16T05:09:15.606959] [INFO ] [main      ] Progress: 187/472 forecasts completed (39.6%). AVK finished in 0.7s. ETA: 51.6s. Rate: 331.24 forecasts/min
[2025-11-16T05:09:15.609123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:15.620294] [DEBUG] [REMOTE    ] YOU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:15.621090] [DEBUG] [LOCAL     ] Loaded configuration for YOU: 5 features, N/A% accuracy
[2025-11-16T05:09:15.621262] [INFO ] [LOCAL     ] YOU: Loaded 5 optimal features with 52.02% confidence from JSON config
[2025-11-16T05:09:15.621365] [DEBUG] [MAG       ] Building data for symbol: YOU with lookback: 0
[2025-11-16T05:09:15.622332] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:15.622470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:15.627551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:15.628752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:15.630570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:15.674695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:09:15.677634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:15.714946] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:15.740984] [DEBUG] [MAG       ] MTDR: Last date is validated at 2025-11-14
[2025-11-16T05:09:15.803826] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-11-16T05:09:15.803941] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=50.8925%)
[2025-11-16T05:09:15.804180] [INFO ] [main      ] Fetching symbol history for DRI...
[2025-11-16T05:09:15.804235] [DEBUG] [REMOTE    ] DRI: Fetching historical data.
[2025-11-16T05:09:15.805283] [INFO ] [main      ] Progress: 188/472 forecasts completed (39.8%). ENB finished in 0.7s. ETA: 51.5s. Rate: 331.07 forecasts/min
[2025-11-16T05:09:15.821115] [DEBUG] [REMOTE    ] DRI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:15.822030] [DEBUG] [LOCAL     ] Loaded configuration for DRI: 7 features, N/A% accuracy
[2025-11-16T05:09:15.822098] [INFO ] [LOCAL     ] DRI: Loaded 7 optimal features with 54.95% confidence from JSON config
[2025-11-16T05:09:15.822139] [DEBUG] [MAG       ] Building data for symbol: DRI with lookback: 0
[2025-11-16T05:09:15.823134] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:15.823218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:15.828490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:15.830583] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:15.831193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:15.831687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:15.832128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:15.891007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:15.892319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:15.911920] [DEBUG] [MAG       ] MTDR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:15.951737] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-11-14
[2025-11-16T05:09:16.029712] [DEBUG] [MAG       ] YOU: Last date is validated at 2025-11-14
[2025-11-16T05:09:16.035908] [INFO ] [LOCAL     ] MTDR: Saved forecast.
[2025-11-16T05:09:16.036123] [INFO ] [main      ] MTDR: Signal=1 (Conf=90.0%), Magnitude=5.03% (Conf=66.1387%)
[2025-11-16T05:09:16.036438] [INFO ] [main      ] Fetching symbol history for ZEPP...
[2025-11-16T05:09:16.036557] [DEBUG] [REMOTE    ] ZEPP: Fetching historical data.
[2025-11-16T05:09:16.037141] [INFO ] [main      ] Progress: 189/472 forecasts completed (40.0%). MTDR finished in 0.7s. ETA: 51.4s. Rate: 330.58 forecasts/min
[2025-11-16T05:09:16.048795] [DEBUG] [REMOTE    ] ZEPP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:16.049555] [DEBUG] [LOCAL     ] Loaded configuration for ZEPP: 6 features, N/A% accuracy
[2025-11-16T05:09:16.049619] [INFO ] [LOCAL     ] ZEPP: Loaded 6 optimal features with 52.48% confidence from JSON config
[2025-11-16T05:09:16.049689] [DEBUG] [MAG       ] Building data for symbol: ZEPP with lookback: 0
[2025-11-16T05:09:16.050501] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:16.050582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:16.052348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:16.052920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:16.053341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:16.054453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:16.058832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:09:16.059563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:16.122864] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:16.200673] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-11-16T05:09:16.200787] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=47.5106%)
[2025-11-16T05:09:16.201008] [INFO ] [main      ] Fetching symbol history for WH...
[2025-11-16T05:09:16.201060] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-11-16T05:09:16.202336] [INFO ] [main      ] Progress: 190/472 forecasts completed (40.3%). PUK finished in 0.7s. ETA: 51.2s. Rate: 330.74 forecasts/min
[2025-11-16T05:09:16.217487] [DEBUG] [REMOTE    ] WH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:16.218585] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-11-16T05:09:16.218740] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-11-16T05:09:16.218845] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-11-16T05:09:16.219882] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:16.220019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:16.220816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:16.223037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:16.224081] [DEBUG] [MAG       ] YOU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:16.251989] [DEBUG] [MAG       ] DRI: Last date is validated at 2025-11-14
[2025-11-16T05:09:16.350241] [INFO ] [LOCAL     ] YOU: Saved forecast.
[2025-11-16T05:09:16.350359] [INFO ] [main      ] YOU: Signal=1 (Conf=90.0%), Magnitude=2.77% (Conf=52.0197%)
[2025-11-16T05:09:16.350891] [INFO ] [main      ] Progress: 191/472 forecasts completed (40.5%). YOU finished in 0.7s. ETA: 50.9s. Rate: 331.05 forecasts/min
[2025-11-16T05:09:16.351068] [INFO ] [main      ] Fetching symbol history for EVH...
[2025-11-16T05:09:16.351117] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2025-11-16T05:09:16.366473] [DEBUG] [REMOTE    ] EVH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:16.367633] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2025-11-16T05:09:16.367798] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2025-11-16T05:09:16.367900] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2025-11-16T05:09:16.369106] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:16.369245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:09:16.370078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:16.371262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:16.373260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:09:16.379143] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:16.409627] [DEBUG] [MAG       ] ZEPP: Last date is validated at 2025-11-14
[2025-11-16T05:09:16.425701] [DEBUG] [MAG       ] DRI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:16.573558] [DEBUG] [MAG       ] WH: Last date is validated at 2025-11-14
[2025-11-16T05:09:16.578399] [DEBUG] [MAG       ] ZEPP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:16.579587] [INFO ] [LOCAL     ] DRI: Saved forecast.
[2025-11-16T05:09:16.579719] [INFO ] [main      ] DRI: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=54.9474%)
[2025-11-16T05:09:16.580224] [INFO ] [main      ] Fetching symbol history for BFZ...
[2025-11-16T05:09:16.580282] [DEBUG] [REMOTE    ] BFZ: Fetching historical data.
[2025-11-16T05:09:16.580965] [INFO ] [main      ] Progress: 192/472 forecasts completed (40.7%). DRI finished in 0.8s. ETA: 50.8s. Rate: 330.59 forecasts/min
[2025-11-16T05:09:16.594718] [DEBUG] [REMOTE    ] BFZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:16.595677] [DEBUG] [LOCAL     ] Loaded configuration for BFZ: 2 features, N/A% accuracy
[2025-11-16T05:09:16.595751] [INFO ] [LOCAL     ] BFZ: Loaded 2 optimal features with 47.89% confidence from JSON config
[2025-11-16T05:09:16.595833] [DEBUG] [MAG       ] Building data for symbol: BFZ with lookback: 0
[2025-11-16T05:09:16.596817] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:16.596898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:16.602146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:09:16.603523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:16.690413] [INFO ] [LOCAL     ] ZEPP: Saved forecast.
[2025-11-16T05:09:16.690519] [INFO ] [main      ] ZEPP: Signal=1 (Conf=90.0%), Magnitude=-13.90% (Conf=52.4798%)
[2025-11-16T05:09:16.690744] [INFO ] [main      ] Fetching symbol history for CUK...
[2025-11-16T05:09:16.690805] [DEBUG] [REMOTE    ] CUK: Fetching historical data.
[2025-11-16T05:09:16.691908] [INFO ] [main      ] Progress: 193/472 forecasts completed (40.9%). ZEPP finished in 0.7s. ETA: 50.5s. Rate: 331.25 forecasts/min
[2025-11-16T05:09:16.703426] [DEBUG] [REMOTE    ] CUK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:16.704091] [DEBUG] [LOCAL     ] Loaded configuration for CUK: 7 features, N/A% accuracy
[2025-11-16T05:09:16.704254] [INFO ] [LOCAL     ] CUK: Loaded 7 optimal features with 51.33% confidence from JSON config
[2025-11-16T05:09:16.704353] [DEBUG] [MAG       ] Building data for symbol: CUK with lookback: 0
[2025-11-16T05:09:16.705218] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:16.705360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:16.707158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:16.707781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:16.708253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:16.709096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:16.736611] [DEBUG] [MAG       ] EVH: Last date is validated at 2025-11-14
[2025-11-16T05:09:16.747002] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:16.834564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:16.835549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:16.836924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:16.863277] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-11-16T05:09:16.863404] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=66.5492%)
[2025-11-16T05:09:16.863634] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-11-16T05:09:16.863979] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-11-16T05:09:16.864911] [INFO ] [main      ] Progress: 194/472 forecasts completed (41.1%). WH finished in 0.7s. ETA: 50.3s. Rate: 331.33 forecasts/min
[2025-11-16T05:09:16.878489] [DEBUG] [REMOTE    ] MAA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:16.879452] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-11-16T05:09:16.879526] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-11-16T05:09:16.879565] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-11-16T05:09:16.880455] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:16.880535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:16.885636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:16.887570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:16.888133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:16.888589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:16.889019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:16.889815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:16.890850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:16.892094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:16.893483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:16.915676] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:16.953045] [DEBUG] [MAG       ] BFZ: Last date is validated at 2025-11-14
[2025-11-16T05:09:17.025504] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2025-11-16T05:09:17.025861] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=-10.46% (Conf=59.8429%)
[2025-11-16T05:09:17.026157] [INFO ] [main      ] Fetching symbol history for RF...
[2025-11-16T05:09:17.026270] [DEBUG] [REMOTE    ] RF: Fetching historical data.
[2025-11-16T05:09:17.027689] [INFO ] [main      ] Progress: 195/472 forecasts completed (41.3%). EVH finished in 0.7s. ETA: 50.1s. Rate: 331.50 forecasts/min
[2025-11-16T05:09:17.041374] [DEBUG] [REMOTE    ] RF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:17.042236] [DEBUG] [LOCAL     ] Loaded configuration for RF: 6 features, N/A% accuracy
[2025-11-16T05:09:17.042355] [INFO ] [LOCAL     ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config
[2025-11-16T05:09:17.042483] [DEBUG] [MAG       ] Building data for symbol: RF with lookback: 0
[2025-11-16T05:09:17.043461] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:17.043598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:17.048691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:17.050585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:17.051191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:17.051707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:17.053458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:17.055578] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:17.126865] [DEBUG] [MAG       ] BFZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:17.177068] [DEBUG] [MAG       ] CUK: Last date is validated at 2025-11-14
[2025-11-16T05:09:17.189699] [INFO ] [LOCAL     ] BFZ: Saved forecast.
[2025-11-16T05:09:17.189820] [INFO ] [main      ] BFZ: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=47.8916%)
[2025-11-16T05:09:17.190051] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-11-16T05:09:17.190105] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-11-16T05:09:17.191242] [INFO ] [main      ] Progress: 196/472 forecasts completed (41.5%). BFZ finished in 0.6s. ETA: 49.9s. Rate: 331.67 forecasts/min
[2025-11-16T05:09:17.204285] [DEBUG] [REMOTE    ] OPP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:17.205366] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-11-16T05:09:17.205492] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-11-16T05:09:17.205589] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-11-16T05:09:17.206600] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:17.206754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:17.208595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:17.209259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:17.209760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:17.211856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:17.212429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:17.213506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:17.215214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:17.216339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:09:17.217126] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:17.243673] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-11-14
[2025-11-16T05:09:17.358552] [DEBUG] [MAG       ] CUK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:17.411048] [DEBUG] [MAG       ] RF: Last date is validated at 2025-11-14
[2025-11-16T05:09:17.415326] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:17.451982] [INFO ] [LOCAL     ] CUK: Saved forecast.
[2025-11-16T05:09:17.452099] [INFO ] [main      ] CUK: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=51.3313%)
[2025-11-16T05:09:17.452497] [INFO ] [main      ] Fetching symbol history for NMCO...
[2025-11-16T05:09:17.452555] [DEBUG] [REMOTE    ] NMCO: Fetching historical data.
[2025-11-16T05:09:17.452909] [INFO ] [main      ] Progress: 197/472 forecasts completed (41.7%). CUK finished in 0.8s. ETA: 49.9s. Rate: 330.92 forecasts/min
[2025-11-16T05:09:17.465067] [DEBUG] [REMOTE    ] NMCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:17.465816] [DEBUG] [LOCAL     ] Loaded configuration for NMCO: 6 features, N/A% accuracy
[2025-11-16T05:09:17.465879] [INFO ] [LOCAL     ] NMCO: Loaded 6 optimal features with 52.20% confidence from JSON config
[2025-11-16T05:09:17.465916] [DEBUG] [MAG       ] Building data for symbol: NMCO with lookback: 0
[2025-11-16T05:09:17.466768] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:17.466848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:17.471739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:17.472551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:17.474177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:17.475428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:17.479941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:09:17.481630] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:17.541003] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-11-16T05:09:17.541123] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=50.3857%)
[2025-11-16T05:09:17.541778] [INFO ] [main      ] Fetching symbol history for RGT...
[2025-11-16T05:09:17.541851] [DEBUG] [REMOTE    ] RGT: Fetching historical data.
[2025-11-16T05:09:17.542755] [INFO ] [main      ] Progress: 198/472 forecasts completed (41.9%). MAA finished in 0.7s. ETA: 49.6s. Rate: 331.76 forecasts/min
[2025-11-16T05:09:17.556661] [DEBUG] [REMOTE    ] RGT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:17.557583] [DEBUG] [LOCAL     ] Loaded configuration for RGT: 3 features, N/A% accuracy
[2025-11-16T05:09:17.557661] [INFO ] [LOCAL     ] RGT: Loaded 3 optimal features with 55.24% confidence from JSON config
[2025-11-16T05:09:17.557715] [DEBUG] [MAG       ] Building data for symbol: RGT with lookback: 0
[2025-11-16T05:09:17.558628] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:17.558730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:17.564083] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-11-14
[2025-11-16T05:09:17.564226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:17.565402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:09:17.568493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:17.587272] [DEBUG] [MAG       ] RF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:17.680837] [INFO ] [LOCAL     ] RF: Saved forecast.
[2025-11-16T05:09:17.680959] [INFO ] [main      ] RF: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=51.3729%)
[2025-11-16T05:09:17.681457] [INFO ] [main      ] Fetching symbol history for MIR...
[2025-11-16T05:09:17.681515] [DEBUG] [REMOTE    ] MIR: Fetching historical data.
[2025-11-16T05:09:17.682244] [INFO ] [main      ] Progress: 199/472 forecasts completed (42.2%). RF finished in 0.7s. ETA: 49.3s. Rate: 332.14 forecasts/min
[2025-11-16T05:09:17.695355] [DEBUG] [REMOTE    ] MIR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:17.696213] [DEBUG] [LOCAL     ] Loaded configuration for MIR: 3 features, N/A% accuracy
[2025-11-16T05:09:17.696294] [INFO ] [LOCAL     ] MIR: Loaded 3 optimal features with 66.05% confidence from JSON config
[2025-11-16T05:09:17.696344] [DEBUG] [MAG       ] Building data for symbol: MIR with lookback: 0
[2025-11-16T05:09:17.697324] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:17.697406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:17.702386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:17.704337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:17.704881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:17.734450] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:17.805537] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-11-16T05:09:17.805658] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=42.6694%)
[2025-11-16T05:09:17.805913] [INFO ] [main      ] Fetching symbol history for POST...
[2025-11-16T05:09:17.806124] [DEBUG] [REMOTE    ] POST: Fetching historical data.
[2025-11-16T05:09:17.806154] [INFO ] [main      ] Progress: 200/472 forecasts completed (42.4%). OPP finished in 0.6s. ETA: 49.1s. Rate: 332.66 forecasts/min
[2025-11-16T05:09:17.818960] [DEBUG] [REMOTE    ] POST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:17.819711] [DEBUG] [LOCAL     ] Loaded configuration for POST: 5 features, N/A% accuracy
[2025-11-16T05:09:17.819828] [INFO ] [LOCAL     ] POST: Loaded 5 optimal features with 47.51% confidence from JSON config
[2025-11-16T05:09:17.819927] [DEBUG] [MAG       ] Building data for symbol: POST with lookback: 0
[2025-11-16T05:09:17.820711] [DEBUG] [MAG       ] NMCO: Last date is validated at 2025-11-14
[2025-11-16T05:09:17.820814] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:17.820949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:17.822740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:17.823346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:17.824210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:17.825250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:17.826050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:17.926185] [DEBUG] [MAG       ] RGT: Last date is validated at 2025-11-14
[2025-11-16T05:09:17.991833] [DEBUG] [MAG       ] NMCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:18.043772] [DEBUG] [MAG       ] MIR: Last date is validated at 2025-11-14
[2025-11-16T05:09:18.062103] [INFO ] [LOCAL     ] NMCO: Saved forecast.
[2025-11-16T05:09:18.062383] [INFO ] [main      ] NMCO: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=52.2036%)
[2025-11-16T05:09:18.062758] [INFO ] [main      ] Fetching symbol history for PRG...
[2025-11-16T05:09:18.062882] [DEBUG] [REMOTE    ] PRG: Fetching historical data.
[2025-11-16T05:09:18.064085] [INFO ] [main      ] Progress: 201/472 forecasts completed (42.6%). NMCO finished in 0.6s. ETA: 49.0s. Rate: 331.95 forecasts/min
[2025-11-16T05:09:18.077823] [DEBUG] [REMOTE    ] PRG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:18.078910] [DEBUG] [LOCAL     ] Loaded configuration for PRG: 3 features, N/A% accuracy
[2025-11-16T05:09:18.079036] [INFO ] [LOCAL     ] PRG: Loaded 3 optimal features with 49.83% confidence from JSON config
[2025-11-16T05:09:18.079131] [DEBUG] [MAG       ] Building data for symbol: PRG with lookback: 0
[2025-11-16T05:09:18.080110] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:18.080243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:18.082130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:18.082846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:18.083386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:18.100325] [DEBUG] [MAG       ] RGT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:18.160487] [DEBUG] [MAG       ] POST: Last date is validated at 2025-11-14
[2025-11-16T05:09:18.168024] [INFO ] [LOCAL     ] RGT: Saved forecast.
[2025-11-16T05:09:18.168147] [INFO ] [main      ] RGT: Signal=1 (Conf=80.0%), Magnitude=0.34% (Conf=55.2414%)
[2025-11-16T05:09:18.168394] [INFO ] [main      ] Fetching symbol history for ARE...
[2025-11-16T05:09:18.168452] [DEBUG] [REMOTE    ] ARE: Fetching historical data.
[2025-11-16T05:09:18.169755] [INFO ] [main      ] Progress: 202/472 forecasts completed (42.8%). RGT finished in 0.6s. ETA: 48.7s. Rate: 332.64 forecasts/min
[2025-11-16T05:09:18.183059] [DEBUG] [REMOTE    ] ARE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:18.183721] [DEBUG] [LOCAL     ] Loaded configuration for ARE: 8 features, N/A% accuracy
[2025-11-16T05:09:18.183777] [INFO ] [LOCAL     ] ARE: Loaded 8 optimal features with 51.90% confidence from JSON config
[2025-11-16T05:09:18.183814] [DEBUG] [MAG       ] Building data for symbol: ARE with lookback: 0
[2025-11-16T05:09:18.184763] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:18.184846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:18.189795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:18.191818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:18.192342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:18.192828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:18.195201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:18.215067] [DEBUG] [MAG       ] MIR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:18.306736] [INFO ] [LOCAL     ] MIR: Saved forecast.
[2025-11-16T05:09:18.306996] [INFO ] [main      ] MIR: Signal=1 (Conf=80.0%), Magnitude=-4.18% (Conf=66.0523%)
[2025-11-16T05:09:18.307242] [INFO ] [main      ] Fetching symbol history for RXO...
[2025-11-16T05:09:18.307294] [DEBUG] [REMOTE    ] RXO: Fetching historical data.
[2025-11-16T05:09:18.308374] [INFO ] [main      ] Progress: 203/472 forecasts completed (43.0%). MIR finished in 0.6s. ETA: 48.5s. Rate: 333.02 forecasts/min
[2025-11-16T05:09:18.320889] [DEBUG] [REMOTE    ] RXO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:18.321659] [DEBUG] [LOCAL     ] Loaded configuration for RXO: 5 features, N/A% accuracy
[2025-11-16T05:09:18.321779] [INFO ] [LOCAL     ] RXO: Loaded 5 optimal features with 42.53% confidence from JSON config
[2025-11-16T05:09:18.321879] [DEBUG] [MAG       ] Building data for symbol: RXO with lookback: 0
[2025-11-16T05:09:18.322812] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:18.322947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:18.324773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:18.325388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:18.325841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:18.326564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:09:18.327252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:18.328216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:18.328451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:09:18.329239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:18.336060] [DEBUG] [MAG       ] POST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:18.446245] [DEBUG] [MAG       ] PRG: Last date is validated at 2025-11-14
[2025-11-16T05:09:18.447408] [INFO ] [LOCAL     ] POST: Saved forecast.
[2025-11-16T05:09:18.447521] [INFO ] [main      ] POST: Signal=1 (Conf=80.0%), Magnitude=0.99% (Conf=47.5127%)
[2025-11-16T05:09:18.447767] [INFO ] [main      ] Fetching symbol history for AQNB...
[2025-11-16T05:09:18.447828] [DEBUG] [REMOTE    ] AQNB: Fetching historical data.
[2025-11-16T05:09:18.449047] [INFO ] [main      ] Progress: 204/472 forecasts completed (43.2%). POST finished in 0.6s. ETA: 48.2s. Rate: 333.38 forecasts/min
[2025-11-16T05:09:18.461564] [DEBUG] [REMOTE    ] AQNB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:18.462519] [DEBUG] [LOCAL     ] Loaded configuration for AQNB: 0 features, N/A% accuracy
[2025-11-16T05:09:18.462584] [INFO ] [LOCAL     ] AQNB: Loaded 0 optimal features with 36.37% confidence from JSON config
[2025-11-16T05:09:18.462622] [DEBUG] [MAG       ] Building data for symbol: AQNB with lookback: 0
[2025-11-16T05:09:18.463538] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:09:18.627804] [DEBUG] [MAG       ] PRG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:18.667950] [DEBUG] [MAG       ] RXO: Last date is validated at 2025-11-14
[2025-11-16T05:09:18.677623] [DEBUG] [MAG       ] ARE: Last date is validated at 2025-11-14
[2025-11-16T05:09:18.751293] [INFO ] [LOCAL     ] PRG: Saved forecast.
[2025-11-16T05:09:18.751423] [INFO ] [main      ] PRG: Signal=1 (Conf=80.0%), Magnitude=-4.07% (Conf=49.834%)
[2025-11-16T05:09:18.751923] [INFO ] [main      ] Fetching symbol history for EPC...
[2025-11-16T05:09:18.751992] [DEBUG] [REMOTE    ] EPC: Fetching historical data.
[2025-11-16T05:09:18.752891] [INFO ] [main      ] Progress: 205/472 forecasts completed (43.4%). PRG finished in 0.7s. ETA: 48.2s. Rate: 332.26 forecasts/min
[2025-11-16T05:09:18.767256] [DEBUG] [REMOTE    ] EPC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:18.768022] [DEBUG] [LOCAL     ] Loaded configuration for EPC: 2 features, N/A% accuracy
[2025-11-16T05:09:18.768085] [INFO ] [LOCAL     ] EPC: Loaded 2 optimal features with 51.70% confidence from JSON config
[2025-11-16T05:09:18.768122] [DEBUG] [MAG       ] Building data for symbol: EPC with lookback: 0
[2025-11-16T05:09:18.769079] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:18.769160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:18.774091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:09:18.774959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:18.809954] [DEBUG] [MAG       ] AQNB: Last date is validated at 2025-11-14
[2025-11-16T05:09:18.843343] [DEBUG] [MAG       ] RXO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:18.851445] [DEBUG] [MAG       ] ARE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:18.938517] [INFO ] [LOCAL     ] RXO: Saved forecast.
[2025-11-16T05:09:18.938661] [INFO ] [main      ] RXO: Signal=1 (Conf=80.0%), Magnitude=0.30% (Conf=42.527%)
[2025-11-16T05:09:18.939023] [INFO ] [main      ] Fetching symbol history for NPFD...
[2025-11-16T05:09:18.939139] [DEBUG] [REMOTE    ] NPFD: Fetching historical data.
[2025-11-16T05:09:18.939732] [INFO ] [main      ] Progress: 206/472 forecasts completed (43.6%). RXO finished in 0.6s. ETA: 48.0s. Rate: 332.21 forecasts/min
[2025-11-16T05:09:18.951712] [DEBUG] [REMOTE    ] NPFD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:18.952620] [DEBUG] [LOCAL     ] Loaded configuration for NPFD: 3 features, N/A% accuracy
[2025-11-16T05:09:18.952785] [INFO ] [LOCAL     ] NPFD: Loaded 3 optimal features with 56.88% confidence from JSON config
[2025-11-16T05:09:18.952841] [DEBUG] [MAG       ] Building data for symbol: NPFD with lookback: 0
[2025-11-16T05:09:18.953754] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:18.953890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:18.983634] [DEBUG] [MAG       ] AQNB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:19.003554] [INFO ] [LOCAL     ] ARE: Saved forecast.
[2025-11-16T05:09:19.003696] [INFO ] [main      ] ARE: Signal=1 (Conf=80.0%), Magnitude=1.71% (Conf=51.8991%)
[2025-11-16T05:09:19.004177] [INFO ] [main      ] Fetching symbol history for SXC...
[2025-11-16T05:09:19.004241] [DEBUG] [REMOTE    ] SXC: Fetching historical data.
[2025-11-16T05:09:19.005363] [INFO ] [main      ] Progress: 207/472 forecasts completed (43.9%). ARE finished in 0.8s. ETA: 47.7s. Rate: 333.23 forecasts/min
[2025-11-16T05:09:19.011437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:19.014515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:19.015736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:19.019081] [DEBUG] [REMOTE    ] SXC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:19.019984] [DEBUG] [LOCAL     ] Loaded configuration for SXC: 6 features, N/A% accuracy
[2025-11-16T05:09:19.020108] [INFO ] [LOCAL     ] SXC: Loaded 6 optimal features with 55.46% confidence from JSON config
[2025-11-16T05:09:19.020210] [DEBUG] [MAG       ] Building data for symbol: SXC with lookback: 0
[2025-11-16T05:09:19.021211] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:19.021367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:19.026511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:19.028514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:19.029144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:19.029633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:19.045213] [INFO ] [LOCAL     ] AQNB: Saved forecast.
[2025-11-16T05:09:19.045340] [INFO ] [main      ] AQNB: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=36.37%)
[2025-11-16T05:09:19.045864] [INFO ] [main      ] Progress: 208/472 forecasts completed (44.1%). AQNB finished in 0.6s. ETA: 47.4s. Rate: 334.48 forecasts/min
[2025-11-16T05:09:19.046046] [INFO ] [main      ] Fetching symbol history for KIM...
[2025-11-16T05:09:19.046100] [DEBUG] [REMOTE    ] KIM: Fetching historical data.
[2025-11-16T05:09:19.060514] [DEBUG] [REMOTE    ] KIM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:19.061498] [DEBUG] [LOCAL     ] Loaded configuration for KIM: 5 features, N/A% accuracy
[2025-11-16T05:09:19.061563] [INFO ] [LOCAL     ] KIM: Loaded 5 optimal features with 41.42% confidence from JSON config
[2025-11-16T05:09:19.061601] [DEBUG] [MAG       ] Building data for symbol: KIM with lookback: 0
[2025-11-16T05:09:19.062602] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:19.062708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:19.067964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:19.068899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:19.069829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:19.071865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:19.073135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:19.133810] [DEBUG] [MAG       ] EPC: Last date is validated at 2025-11-14
[2025-11-16T05:09:19.161308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:19.162471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:19.315402] [DEBUG] [MAG       ] EPC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:19.379750] [DEBUG] [MAG       ] NPFD: Last date is validated at 2025-11-14
[2025-11-16T05:09:19.410720] [INFO ] [LOCAL     ] EPC: Saved forecast.
[2025-11-16T05:09:19.410842] [INFO ] [main      ] EPC: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=51.7032%)
[2025-11-16T05:09:19.411471] [INFO ] [main      ] Fetching symbol history for EIC...
[2025-11-16T05:09:19.411533] [DEBUG] [REMOTE    ] EIC: Fetching historical data.
[2025-11-16T05:09:19.411821] [INFO ] [main      ] Progress: 209/472 forecasts completed (44.3%). EPC finished in 0.7s. ETA: 47.4s. Rate: 332.82 forecasts/min
[2025-11-16T05:09:19.421180] [DEBUG] [MAG       ] KIM: Last date is validated at 2025-11-14
[2025-11-16T05:09:19.426379] [DEBUG] [REMOTE    ] EIC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:19.427069] [DEBUG] [LOCAL     ] Loaded configuration for EIC: 5 features, N/A% accuracy
[2025-11-16T05:09:19.427134] [INFO ] [LOCAL     ] EIC: Loaded 5 optimal features with 63.50% confidence from JSON config
[2025-11-16T05:09:19.427174] [DEBUG] [MAG       ] Building data for symbol: EIC with lookback: 0
[2025-11-16T05:09:19.428097] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:19.428196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:19.429257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:19.431912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:19.432751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:19.433975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:19.435351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:19.515263] [DEBUG] [MAG       ] SXC: Last date is validated at 2025-11-14
[2025-11-16T05:09:19.555209] [DEBUG] [MAG       ] NPFD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:19.598221] [DEBUG] [MAG       ] KIM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:19.621272] [INFO ] [LOCAL     ] NPFD: Saved forecast.
[2025-11-16T05:09:19.621379] [INFO ] [main      ] NPFD: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=56.8819%)
[2025-11-16T05:09:19.621849] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-11-16T05:09:19.621920] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-11-16T05:09:19.622162] [INFO ] [main      ] Progress: 210/472 forecasts completed (44.5%). NPFD finished in 0.7s. ETA: 47.3s. Rate: 332.56 forecasts/min
[2025-11-16T05:09:19.635085] [DEBUG] [REMOTE    ] CCK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:19.635638] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-11-16T05:09:19.635790] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-11-16T05:09:19.635854] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-11-16T05:09:19.636851] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:19.636932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:19.642308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:19.644153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:19.690741] [INFO ] [LOCAL     ] KIM: Saved forecast.
[2025-11-16T05:09:19.690905] [INFO ] [main      ] KIM: Signal=1 (Conf=80.0%), Magnitude=1.61% (Conf=41.4241%)
[2025-11-16T05:09:19.691629] [INFO ] [main      ] Fetching symbol history for DX...
[2025-11-16T05:09:19.691751] [DEBUG] [REMOTE    ] DX: Fetching historical data.
[2025-11-16T05:09:19.691761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:19.693098] [INFO ] [main      ] Progress: 211/472 forecasts completed (44.7%). KIM finished in 0.6s. ETA: 47.0s. Rate: 333.52 forecasts/min
[2025-11-16T05:09:19.693365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:19.696260] [DEBUG] [MAG       ] SXC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:19.696737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:19.707957] [DEBUG] [REMOTE    ] DX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:19.708633] [DEBUG] [LOCAL     ] Loaded configuration for DX: 4 features, N/A% accuracy
[2025-11-16T05:09:19.708724] [INFO ] [LOCAL     ] DX: Loaded 4 optimal features with 57.97% confidence from JSON config
[2025-11-16T05:09:19.708768] [DEBUG] [MAG       ] Building data for symbol: DX with lookback: 0
[2025-11-16T05:09:19.709743] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:19.709824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:19.711707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:19.712345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:19.714184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:19.715236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:19.775464] [INFO ] [LOCAL     ] SXC: Saved forecast.
[2025-11-16T05:09:19.775824] [INFO ] [main      ] SXC: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=55.457%)
[2025-11-16T05:09:19.776335] [INFO ] [main      ] Fetching symbol history for CION...
[2025-11-16T05:09:19.776477] [DEBUG] [REMOTE    ] CION: Fetching historical data.
[2025-11-16T05:09:19.776555] [INFO ] [main      ] Progress: 212/472 forecasts completed (44.9%). SXC finished in 0.8s. ETA: 46.7s. Rate: 334.36 forecasts/min
[2025-11-16T05:09:19.785715] [DEBUG] [MAG       ] EIC: Last date is validated at 2025-11-14
[2025-11-16T05:09:19.791690] [DEBUG] [REMOTE    ] CION: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:19.792438] [DEBUG] [LOCAL     ] Loaded configuration for CION: 9 features, N/A% accuracy
[2025-11-16T05:09:19.792558] [INFO ] [LOCAL     ] CION: Loaded 9 optimal features with 41.40% confidence from JSON config
[2025-11-16T05:09:19.792919] [DEBUG] [MAG       ] Building data for symbol: CION with lookback: 0
[2025-11-16T05:09:19.793900] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:19.794035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:19.795929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:19.796586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:19.797164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:19.797686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:19.798767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:19.800147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:19.801299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:19.803580] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:19.824026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:19.961450] [DEBUG] [MAG       ] EIC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:20.033087] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-11-14
[2025-11-16T05:09:20.036612] [INFO ] [LOCAL     ] EIC: Saved forecast.
[2025-11-16T05:09:20.036752] [INFO ] [main      ] EIC: Signal=1 (Conf=80.0%), Magnitude=-2.58% (Conf=63.503%)
[2025-11-16T05:09:20.036994] [INFO ] [main      ] Fetching symbol history for WCC...
[2025-11-16T05:09:20.037050] [DEBUG] [REMOTE    ] WCC: Fetching historical data.
[2025-11-16T05:09:20.038783] [INFO ] [main      ] Progress: 213/472 forecasts completed (45.1%). EIC finished in 0.6s. ETA: 46.6s. Rate: 333.64 forecasts/min
[2025-11-16T05:09:20.053669] [DEBUG] [REMOTE    ] WCC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:20.054826] [DEBUG] [LOCAL     ] Loaded configuration for WCC: 10 features, N/A% accuracy
[2025-11-16T05:09:20.054960] [INFO ] [LOCAL     ] WCC: Loaded 10 optimal features with 52.11% confidence from JSON config
[2025-11-16T05:09:20.055062] [DEBUG] [MAG       ] Building data for symbol: WCC with lookback: 0
[2025-11-16T05:09:20.056133] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:09:20.056280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:20.061859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:20.062945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:20.064004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:20.067127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:20.069061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:20.069721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:20.070870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:20.072672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:20.073910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:09:20.074758] [DEBUG] [MAG       ] DX: Last date is validated at 2025-11-14
[2025-11-16T05:09:20.074844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:20.170481] [DEBUG] [MAG       ] CION: Last date is validated at 2025-11-14
[2025-11-16T05:09:20.216716] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:20.253717] [DEBUG] [MAG       ] DX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:20.324052] [INFO ] [LOCAL     ] DX: Saved forecast.
[2025-11-16T05:09:20.324170] [INFO ] [main      ] DX: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=57.9653%)
[2025-11-16T05:09:20.324449] [INFO ] [main      ] Fetching symbol history for BIPH...
[2025-11-16T05:09:20.324507] [DEBUG] [REMOTE    ] BIPH: Fetching historical data.
[2025-11-16T05:09:20.325056] [INFO ] [main      ] Progress: 214/472 forecasts completed (45.3%). DX finished in 0.6s. ETA: 46.5s. Rate: 332.72 forecasts/min
[2025-11-16T05:09:20.338810] [DEBUG] [REMOTE    ] BIPH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:20.339753] [DEBUG] [LOCAL     ] Loaded configuration for BIPH: 8 features, N/A% accuracy
[2025-11-16T05:09:20.339817] [INFO ] [LOCAL     ] BIPH: Loaded 8 optimal features with 51.65% confidence from JSON config
[2025-11-16T05:09:20.339854] [DEBUG] [MAG       ] Building data for symbol: BIPH with lookback: 0
[2025-11-16T05:09:20.340758] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:20.340840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:20.342390] [DEBUG] [MAG       ] CION: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:20.342789] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-11-16T05:09:20.342898] [INFO ] [main      ] CCK: Signal=1 (Conf=80.0%), Magnitude=-4.00% (Conf=58.1949%)
[2025-11-16T05:09:20.343111] [INFO ] [main      ] Fetching symbol history for TX...
[2025-11-16T05:09:20.343174] [DEBUG] [REMOTE    ] TX: Fetching historical data.
[2025-11-16T05:09:20.344116] [INFO ] [main      ] Progress: 215/472 forecasts completed (45.6%). CCK finished in 0.7s. ETA: 46.2s. Rate: 334.11 forecasts/min
[2025-11-16T05:09:20.346051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:20.351064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:20.351673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:20.352174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:20.356582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:20.357153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:20.357967] [DEBUG] [REMOTE    ] TX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:20.358447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:20.358722] [DEBUG] [LOCAL     ] Loaded configuration for TX: 2 features, N/A% accuracy
[2025-11-16T05:09:20.358845] [INFO ] [LOCAL     ] TX: Loaded 2 optimal features with 54.50% confidence from JSON config
[2025-11-16T05:09:20.358946] [DEBUG] [MAG       ] Building data for symbol: TX with lookback: 0
[2025-11-16T05:09:20.359911] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:20.360044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:20.360728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:20.419708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:20.421274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:20.426910] [INFO ] [LOCAL     ] CION: Saved forecast.
[2025-11-16T05:09:20.427028] [INFO ] [main      ] CION: Signal=1 (Conf=80.0%), Magnitude=-1.31% (Conf=41.4013%)
[2025-11-16T05:09:20.427509] [INFO ] [main      ] Fetching symbol history for EDN...
[2025-11-16T05:09:20.427569] [DEBUG] [REMOTE    ] EDN: Fetching historical data.
[2025-11-16T05:09:20.427818] [INFO ] [main      ] Progress: 216/472 forecasts completed (45.8%). CION finished in 0.7s. ETA: 45.9s. Rate: 334.94 forecasts/min
[2025-11-16T05:09:20.437880] [DEBUG] [MAG       ] WCC: Last date is validated at 2025-11-14
[2025-11-16T05:09:20.441862] [DEBUG] [REMOTE    ] EDN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:20.442843] [DEBUG] [LOCAL     ] Loaded configuration for EDN: 5 features, N/A% accuracy
[2025-11-16T05:09:20.442979] [INFO ] [LOCAL     ] EDN: Loaded 5 optimal features with 62.21% confidence from JSON config
[2025-11-16T05:09:20.443082] [DEBUG] [MAG       ] Building data for symbol: EDN with lookback: 0
[2025-11-16T05:09:20.444178] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:20.444319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:20.446264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:20.446949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:20.448769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:09:20.449720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:09:20.450989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:20.619285] [DEBUG] [MAG       ] WCC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:20.789582] [DEBUG] [MAG       ] TX: Last date is validated at 2025-11-14
[2025-11-16T05:09:20.800684] [DEBUG] [MAG       ] EDN: Last date is validated at 2025-11-14
[2025-11-16T05:09:20.805915] [INFO ] [LOCAL     ] WCC: Saved forecast.
[2025-11-16T05:09:20.806051] [INFO ] [main      ] WCC: Signal=1 (Conf=80.0%), Magnitude=-2.91% (Conf=52.1099%)
[2025-11-16T05:09:20.806579] [INFO ] [main      ] Fetching symbol history for NVT...
[2025-11-16T05:09:20.806668] [DEBUG] [REMOTE    ] NVT: Fetching historical data.
[2025-11-16T05:09:20.806957] [INFO ] [main      ] Progress: 217/472 forecasts completed (46.0%). WCC finished in 0.8s. ETA: 45.9s. Rate: 333.22 forecasts/min
[2025-11-16T05:09:20.821259] [DEBUG] [REMOTE    ] NVT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:20.822232] [DEBUG] [LOCAL     ] Loaded configuration for NVT: 8 features, N/A% accuracy
[2025-11-16T05:09:20.822297] [INFO ] [LOCAL     ] NVT: Loaded 8 optimal features with 59.96% confidence from JSON config
[2025-11-16T05:09:20.822336] [DEBUG] [MAG       ] Building data for symbol: NVT with lookback: 0
[2025-11-16T05:09:20.823309] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:20.823397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:20.826664] [DEBUG] [MAG       ] BIPH: Last date is validated at 2025-11-14
[2025-11-16T05:09:20.828663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:20.830625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:20.831191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:20.832149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:20.880037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:20.881142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:09:20.885430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:09:20.888322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:20.967303] [DEBUG] [MAG       ] TX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:20.976843] [DEBUG] [MAG       ] EDN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:21.004466] [DEBUG] [MAG       ] BIPH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:21.054654] [INFO ] [LOCAL     ] TX: Saved forecast.
[2025-11-16T05:09:21.054941] [INFO ] [main      ] TX: Signal=1 (Conf=80.0%), Magnitude=0.25% (Conf=54.498%)
[2025-11-16T05:09:21.055183] [INFO ] [main      ] Fetching symbol history for WDH...
[2025-11-16T05:09:21.055319] [DEBUG] [REMOTE    ] WDH: Fetching historical data.
[2025-11-16T05:09:21.056129] [INFO ] [main      ] Progress: 218/472 forecasts completed (46.2%). TX finished in 0.7s. ETA: 45.8s. Rate: 332.64 forecasts/min
[2025-11-16T05:09:21.071494] [DEBUG] [REMOTE    ] WDH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:21.072760] [DEBUG] [LOCAL     ] Loaded configuration for WDH: 4 features, N/A% accuracy
[2025-11-16T05:09:21.072950] [INFO ] [LOCAL     ] WDH: Loaded 4 optimal features with 40.07% confidence from JSON config
[2025-11-16T05:09:21.073061] [DEBUG] [MAG       ] Building data for symbol: WDH with lookback: 0
[2025-11-16T05:09:21.074254] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:21.074432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:21.080145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:21.081139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:21.082115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:21.082766] [INFO ] [LOCAL     ] BIPH: Saved forecast.
[2025-11-16T05:09:21.082892] [INFO ] [main      ] BIPH: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=51.646%)
[2025-11-16T05:09:21.083136] [INFO ] [main      ] Fetching symbol history for NOTE...
[2025-11-16T05:09:21.083190] [DEBUG] [REMOTE    ] NOTE: Fetching historical data.
[2025-11-16T05:09:21.083335] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:21.084396] [INFO ] [main      ] Progress: 219/472 forecasts completed (46.4%). BIPH finished in 0.8s. ETA: 45.5s. Rate: 333.92 forecasts/min
[2025-11-16T05:09:21.087970] [INFO ] [LOCAL     ] EDN: Saved forecast.
[2025-11-16T05:09:21.088120] [INFO ] [main      ] EDN: Signal=1 (Conf=80.0%), Magnitude=2.86% (Conf=62.2149%)
[2025-11-16T05:09:21.088671] [INFO ] [main      ] Progress: 220/472 forecasts completed (46.6%). EDN finished in 0.7s. ETA: 45.1s. Rate: 335.41 forecasts/min
[2025-11-16T05:09:21.088871] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-11-16T05:09:21.088922] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-11-16T05:09:21.097489] [DEBUG] [REMOTE    ] NOTE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:21.098198] [DEBUG] [LOCAL     ] Loaded configuration for NOTE: 7 features, N/A% accuracy
[2025-11-16T05:09:21.098268] [INFO ] [LOCAL     ] NOTE: Loaded 7 optimal features with 50.65% confidence from JSON config
[2025-11-16T05:09:21.098310] [DEBUG] [MAG       ] Building data for symbol: NOTE with lookback: 0
[2025-11-16T05:09:21.099256] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:21.099596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:21.102037] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:21.102912] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-11-16T05:09:21.102975] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-11-16T05:09:21.103013] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-11-16T05:09:21.103851] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:21.103928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:21.104707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:21.105634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:21.106193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:21.106612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:21.106682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:21.110961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:21.112999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:21.162566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:21.164731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:21.165280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:21.166489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:21.168587] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:21.247425] [DEBUG] [MAG       ] NVT: Last date is validated at 2025-11-14
[2025-11-16T05:09:21.427426] [DEBUG] [MAG       ] NVT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:21.427608] [DEBUG] [MAG       ] WDH: Last date is validated at 2025-11-14
[2025-11-16T05:09:21.451960] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-11-14
[2025-11-16T05:09:21.532469] [DEBUG] [MAG       ] NOTE: Last date is validated at 2025-11-14
[2025-11-16T05:09:21.562003] [INFO ] [LOCAL     ] NVT: Saved forecast.
[2025-11-16T05:09:21.562176] [INFO ] [main      ] NVT: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=59.9642%)
[2025-11-16T05:09:21.562890] [INFO ] [main      ] Fetching symbol history for ORC...
[2025-11-16T05:09:21.562960] [DEBUG] [REMOTE    ] ORC: Fetching historical data.
[2025-11-16T05:09:21.564745] [INFO ] [main      ] Progress: 221/472 forecasts completed (46.8%). NVT finished in 0.8s. ETA: 45.2s. Rate: 332.91 forecasts/min
[2025-11-16T05:09:21.577924] [DEBUG] [REMOTE    ] ORC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:21.578627] [DEBUG] [LOCAL     ] Loaded configuration for ORC: 8 features, N/A% accuracy
[2025-11-16T05:09:21.578705] [INFO ] [LOCAL     ] ORC: Loaded 8 optimal features with 56.83% confidence from JSON config
[2025-11-16T05:09:21.578754] [DEBUG] [MAG       ] Building data for symbol: ORC with lookback: 0
[2025-11-16T05:09:21.579721] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:21.579807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:21.585068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:21.587085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:21.587678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:21.588177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:21.588680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:21.589487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:21.592012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:21.600021] [DEBUG] [MAG       ] WDH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:21.626220] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:21.668348] [INFO ] [LOCAL     ] WDH: Saved forecast.
[2025-11-16T05:09:21.668467] [INFO ] [main      ] WDH: Signal=1 (Conf=80.0%), Magnitude=-3.53% (Conf=40.067%)
[2025-11-16T05:09:21.669020] [INFO ] [main      ] Fetching symbol history for BBVA...
[2025-11-16T05:09:21.669088] [DEBUG] [REMOTE    ] BBVA: Fetching historical data.
[2025-11-16T05:09:21.669153] [INFO ] [main      ] Progress: 222/472 forecasts completed (47.0%). WDH finished in 0.6s. ETA: 45.0s. Rate: 333.54 forecasts/min
[2025-11-16T05:09:21.684856] [DEBUG] [REMOTE    ] BBVA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:21.685500] [DEBUG] [LOCAL     ] Loaded configuration for BBVA: 9 features, N/A% accuracy
[2025-11-16T05:09:21.685560] [INFO ] [LOCAL     ] BBVA: Loaded 9 optimal features with 61.67% confidence from JSON config
[2025-11-16T05:09:21.685597] [DEBUG] [MAG       ] Building data for symbol: BBVA with lookback: 0
[2025-11-16T05:09:21.686758] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:21.686851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:21.688722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:21.689318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:21.691026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:21.709957] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-11-16T05:09:21.710090] [INFO ] [main      ] FIGS: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=47.8543%)
[2025-11-16T05:09:21.710502] [INFO ] [main      ] Progress: 223/472 forecasts completed (47.2%). FIGS finished in 0.6s. ETA: 44.6s. Rate: 334.69 forecasts/min
[2025-11-16T05:09:21.710719] [INFO ] [main      ] Fetching symbol history for VSH...
[2025-11-16T05:09:21.710776] [DEBUG] [REMOTE    ] VSH: Fetching historical data.
[2025-11-16T05:09:21.716492] [DEBUG] [MAG       ] NOTE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:21.724803] [DEBUG] [REMOTE    ] VSH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:21.725671] [DEBUG] [LOCAL     ] Loaded configuration for VSH: 1 features, N/A% accuracy
[2025-11-16T05:09:21.725736] [INFO ] [LOCAL     ] VSH: Loaded 1 optimal features with 45.27% confidence from JSON config
[2025-11-16T05:09:21.725780] [DEBUG] [MAG       ] Building data for symbol: VSH with lookback: 0
[2025-11-16T05:09:21.726719] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:21.726795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:21.727819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:21.729679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:21.737504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:21.738864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:09:21.740067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:09:21.741687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:09:21.744396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:21.745569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:21.836146] [INFO ] [LOCAL     ] NOTE: Saved forecast.
[2025-11-16T05:09:21.836531] [INFO ] [main      ] NOTE: Signal=1 (Conf=80.0%), Magnitude=6.27% (Conf=50.6472%)
[2025-11-16T05:09:21.837123] [INFO ] [main      ] Fetching symbol history for IAE...
[2025-11-16T05:09:21.837253] [DEBUG] [REMOTE    ] IAE: Fetching historical data.
[2025-11-16T05:09:21.837485] [INFO ] [main      ] Progress: 224/472 forecasts completed (47.5%). NOTE finished in 0.8s. ETA: 44.4s. Rate: 335.13 forecasts/min
[2025-11-16T05:09:21.852323] [DEBUG] [REMOTE    ] IAE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:21.853205] [DEBUG] [LOCAL     ] Loaded configuration for IAE: 6 features, N/A% accuracy
[2025-11-16T05:09:21.853333] [INFO ] [LOCAL     ] IAE: Loaded 6 optimal features with 36.71% confidence from JSON config
[2025-11-16T05:09:21.853444] [DEBUG] [MAG       ] Building data for symbol: IAE with lookback: 0
[2025-11-16T05:09:21.854469] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:21.854616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:21.856622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:21.857390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:21.857992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:21.858501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:21.861282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:21.863196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:22.067866] [DEBUG] [MAG       ] VSH: Last date is validated at 2025-11-14
[2025-11-16T05:09:22.082624] [DEBUG] [MAG       ] ORC: Last date is validated at 2025-11-14
[2025-11-16T05:09:22.101892] [DEBUG] [MAG       ] BBVA: Last date is validated at 2025-11-14
[2025-11-16T05:09:22.218568] [DEBUG] [MAG       ] IAE: Last date is validated at 2025-11-14
[2025-11-16T05:09:22.237551] [DEBUG] [MAG       ] VSH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:22.256925] [DEBUG] [MAG       ] ORC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:22.271887] [DEBUG] [MAG       ] BBVA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:22.324382] [INFO ] [LOCAL     ] VSH: Saved forecast.
[2025-11-16T05:09:22.324495] [INFO ] [main      ] VSH: Signal=1 (Conf=80.0%), Magnitude=-10.53% (Conf=45.2703%)
[2025-11-16T05:09:22.324716] [INFO ] [main      ] Fetching symbol history for NGG...
[2025-11-16T05:09:22.324772] [DEBUG] [REMOTE    ] NGG: Fetching historical data.
[2025-11-16T05:09:22.325738] [INFO ] [main      ] Progress: 225/472 forecasts completed (47.7%). VSH finished in 0.6s. ETA: 44.6s. Rate: 332.58 forecasts/min
[2025-11-16T05:09:22.329725] [INFO ] [LOCAL     ] ORC: Saved forecast.
[2025-11-16T05:09:22.329877] [INFO ] [main      ] ORC: Signal=1 (Conf=80.0%), Magnitude=-0.67% (Conf=56.8255%)
[2025-11-16T05:09:22.330339] [INFO ] [main      ] Fetching symbol history for VPG...
[2025-11-16T05:09:22.330428] [DEBUG] [REMOTE    ] VPG: Fetching historical data.
[2025-11-16T05:09:22.331623] [INFO ] [main      ] Progress: 226/472 forecasts completed (47.9%). ORC finished in 0.8s. ETA: 44.2s. Rate: 334.01 forecasts/min
[2025-11-16T05:09:22.338930] [DEBUG] [REMOTE    ] NGG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:22.339618] [DEBUG] [LOCAL     ] Loaded configuration for NGG: 7 features, N/A% accuracy
[2025-11-16T05:09:22.339713] [INFO ] [LOCAL     ] NGG: Loaded 7 optimal features with 61.74% confidence from JSON config
[2025-11-16T05:09:22.339818] [DEBUG] [MAG       ] Building data for symbol: NGG with lookback: 0
[2025-11-16T05:09:22.340687] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:22.340772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:22.342547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:22.343149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:22.343571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:22.344417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:22.344977] [DEBUG] [REMOTE    ] VPG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:22.345083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:09:22.345603] [DEBUG] [LOCAL     ] Loaded configuration for VPG: 2 features, N/A% accuracy
[2025-11-16T05:09:22.345696] [INFO ] [LOCAL     ] VPG: Loaded 2 optimal features with 47.19% confidence from JSON config
[2025-11-16T05:09:22.345746] [DEBUG] [MAG       ] Building data for symbol: VPG with lookback: 0
[2025-11-16T05:09:22.346693] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:22.346773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:22.346987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:22.349763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:22.352078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:22.353382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:22.361657] [INFO ] [LOCAL     ] BBVA: Saved forecast.
[2025-11-16T05:09:22.361777] [INFO ] [main      ] BBVA: Signal=1 (Conf=80.0%), Magnitude=-1.19% (Conf=61.6729%)
[2025-11-16T05:09:22.362024] [INFO ] [main      ] Fetching symbol history for CHMI...
[2025-11-16T05:09:22.362081] [DEBUG] [REMOTE    ] CHMI: Fetching historical data.
[2025-11-16T05:09:22.363222] [INFO ] [main      ] Progress: 227/472 forecasts completed (48.1%). BBVA finished in 0.7s. ETA: 43.9s. Rate: 335.22 forecasts/min
[2025-11-16T05:09:22.377949] [DEBUG] [REMOTE    ] CHMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:22.378700] [DEBUG] [LOCAL     ] Loaded configuration for CHMI: 8 features, N/A% accuracy
[2025-11-16T05:09:22.378756] [INFO ] [LOCAL     ] CHMI: Loaded 8 optimal features with 48.68% confidence from JSON config
[2025-11-16T05:09:22.378792] [DEBUG] [MAG       ] Building data for symbol: CHMI with lookback: 0
[2025-11-16T05:09:22.379729] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:22.379812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:22.384930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:22.386883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:22.387427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:22.387916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:22.388340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:22.389380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:22.401189] [DEBUG] [MAG       ] IAE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:22.410870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:09:22.412584] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:22.467774] [INFO ] [LOCAL     ] IAE: Saved forecast.
[2025-11-16T05:09:22.468098] [INFO ] [main      ] IAE: Signal=1 (Conf=80.0%), Magnitude=-0.89% (Conf=36.7053%)
[2025-11-16T05:09:22.468638] [INFO ] [main      ] Fetching symbol history for PINE...
[2025-11-16T05:09:22.468771] [DEBUG] [REMOTE    ] PINE: Fetching historical data.
[2025-11-16T05:09:22.468753] [INFO ] [main      ] Progress: 228/472 forecasts completed (48.3%). IAE finished in 0.6s. ETA: 43.6s. Rate: 335.83 forecasts/min
[2025-11-16T05:09:22.484325] [DEBUG] [REMOTE    ] PINE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:22.485298] [DEBUG] [LOCAL     ] Loaded configuration for PINE: 6 features, N/A% accuracy
[2025-11-16T05:09:22.485411] [INFO ] [LOCAL     ] PINE: Loaded 6 optimal features with 60.75% confidence from JSON config
[2025-11-16T05:09:22.485521] [DEBUG] [MAG       ] Building data for symbol: PINE with lookback: 0
[2025-11-16T05:09:22.486572] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:22.486731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:22.491972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:22.492953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:22.494668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:22.551926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:22.554572] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:22.557771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:22.715027] [DEBUG] [MAG       ] VPG: Last date is validated at 2025-11-14
[2025-11-16T05:09:22.750997] [DEBUG] [MAG       ] NGG: Last date is validated at 2025-11-14
[2025-11-16T05:09:22.759132] [DEBUG] [MAG       ] CHMI: Last date is validated at 2025-11-14
[2025-11-16T05:09:22.895030] [DEBUG] [MAG       ] VPG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:22.919245] [DEBUG] [MAG       ] PINE: Last date is validated at 2025-11-14
[2025-11-16T05:09:22.929237] [DEBUG] [MAG       ] NGG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:22.936107] [DEBUG] [MAG       ] CHMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:23.002728] [INFO ] [LOCAL     ] VPG: Saved forecast.
[2025-11-16T05:09:23.003086] [INFO ] [main      ] VPG: Signal=1 (Conf=80.0%), Magnitude=-2.59% (Conf=47.1856%)
[2025-11-16T05:09:23.003710] [INFO ] [main      ] Fetching symbol history for TAL...
[2025-11-16T05:09:23.003840] [DEBUG] [REMOTE    ] TAL: Fetching historical data.
[2025-11-16T05:09:23.004090] [INFO ] [main      ] Progress: 229/472 forecasts completed (48.5%). VPG finished in 0.7s. ETA: 43.8s. Rate: 332.93 forecasts/min
[2025-11-16T05:09:23.019839] [DEBUG] [REMOTE    ] TAL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:23.020550] [DEBUG] [LOCAL     ] Loaded configuration for TAL: 4 features, N/A% accuracy
[2025-11-16T05:09:23.020617] [INFO ] [LOCAL     ] TAL: Loaded 4 optimal features with 47.54% confidence from JSON config
[2025-11-16T05:09:23.020713] [DEBUG] [MAG       ] Building data for symbol: TAL with lookback: 0
[2025-11-16T05:09:23.021751] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:23.021849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:23.027306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:23.028278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:23.038088] [INFO ] [LOCAL     ] NGG: Saved forecast.
[2025-11-16T05:09:23.038198] [INFO ] [main      ] NGG: Signal=1 (Conf=80.0%), Magnitude=-0.87% (Conf=61.7433%)
[2025-11-16T05:09:23.038409] [INFO ] [main      ] Fetching symbol history for PACK...
[2025-11-16T05:09:23.038462] [DEBUG] [REMOTE    ] PACK: Fetching historical data.
[2025-11-16T05:09:23.040457] [INFO ] [main      ] Progress: 230/472 forecasts completed (48.7%). NGG finished in 0.7s. ETA: 43.5s. Rate: 334.09 forecasts/min
[2025-11-16T05:09:23.051715] [DEBUG] [REMOTE    ] PACK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:23.052239] [DEBUG] [LOCAL     ] Loaded configuration for PACK: 4 features, N/A% accuracy
[2025-11-16T05:09:23.052301] [INFO ] [LOCAL     ] PACK: Loaded 4 optimal features with 51.73% confidence from JSON config
[2025-11-16T05:09:23.052343] [DEBUG] [MAG       ] Building data for symbol: PACK with lookback: 0
[2025-11-16T05:09:23.053179] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:23.053255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:23.055056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:23.055581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:23.056019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:09:23.057427] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:23.095356] [INFO ] [LOCAL     ] CHMI: Saved forecast.
[2025-11-16T05:09:23.095626] [INFO ] [main      ] CHMI: Signal=1 (Conf=80.0%), Magnitude=0.32% (Conf=48.6815%)
[2025-11-16T05:09:23.095963] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-11-16T05:09:23.096074] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-11-16T05:09:23.096741] [INFO ] [main      ] Progress: 231/472 forecasts completed (48.9%). CHMI finished in 0.7s. ETA: 43.2s. Rate: 335.08 forecasts/min
[2025-11-16T05:09:23.102120] [DEBUG] [MAG       ] PINE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:23.110503] [DEBUG] [REMOTE    ] MKC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:23.111350] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-11-16T05:09:23.111712] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-11-16T05:09:23.111817] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-11-16T05:09:23.112805] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:23.112938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:23.114769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:23.115397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:23.159789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:23.164267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:09:23.167154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:23.182803] [INFO ] [LOCAL     ] PINE: Saved forecast.
[2025-11-16T05:09:23.182924] [INFO ] [main      ] PINE: Signal=1 (Conf=80.0%), Magnitude=-2.21% (Conf=60.749%)
[2025-11-16T05:09:23.183166] [INFO ] [main      ] Fetching symbol history for AXR...
[2025-11-16T05:09:23.183222] [DEBUG] [REMOTE    ] AXR: Fetching historical data.
[2025-11-16T05:09:23.184512] [INFO ] [main      ] Progress: 232/472 forecasts completed (49.2%). PINE finished in 0.7s. ETA: 42.9s. Rate: 335.82 forecasts/min
[2025-11-16T05:09:23.197427] [DEBUG] [REMOTE    ] AXR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:23.198232] [DEBUG] [LOCAL     ] Loaded configuration for AXR: 7 features, N/A% accuracy
[2025-11-16T05:09:23.198305] [INFO ] [LOCAL     ] AXR: Loaded 7 optimal features with 61.98% confidence from JSON config
[2025-11-16T05:09:23.198416] [DEBUG] [MAG       ] Building data for symbol: AXR with lookback: 0
[2025-11-16T05:09:23.199400] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:23.199493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:23.204942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:23.205922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:23.208514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:23.210361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:23.211760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:23.214792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:23.216191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:23.392051] [DEBUG] [MAG       ] PACK: Last date is validated at 2025-11-14
[2025-11-16T05:09:23.507277] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-11-14
[2025-11-16T05:09:23.518731] [DEBUG] [MAG       ] TAL: Last date is validated at 2025-11-14
[2025-11-16T05:09:23.563508] [DEBUG] [MAG       ] PACK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:23.570914] [DEBUG] [MAG       ] AXR: Last date is validated at 2025-11-14
[2025-11-16T05:09:23.646324] [INFO ] [LOCAL     ] PACK: Saved forecast.
[2025-11-16T05:09:23.646510] [INFO ] [main      ] PACK: Signal=1 (Conf=80.0%), Magnitude=-3.12% (Conf=51.7257%)
[2025-11-16T05:09:23.646759] [INFO ] [main      ] Fetching symbol history for SBSI...
[2025-11-16T05:09:23.646829] [DEBUG] [REMOTE    ] SBSI: Fetching historical data.
[2025-11-16T05:09:23.648841] [INFO ] [main      ] Progress: 233/472 forecasts completed (49.4%). PACK finished in 0.6s. ETA: 43.0s. Rate: 333.53 forecasts/min
[2025-11-16T05:09:23.663566] [DEBUG] [REMOTE    ] SBSI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:23.664558] [DEBUG] [LOCAL     ] Loaded configuration for SBSI: 1 features, N/A% accuracy
[2025-11-16T05:09:23.664628] [INFO ] [LOCAL     ] SBSI: Loaded 1 optimal features with 38.01% confidence from JSON config
[2025-11-16T05:09:23.664691] [DEBUG] [MAG       ] Building data for symbol: SBSI with lookback: 0
[2025-11-16T05:09:23.665680] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:23.665762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:23.668114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:23.685804] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:23.699864] [DEBUG] [MAG       ] TAL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:23.745741] [DEBUG] [MAG       ] AXR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:23.790670] [INFO ] [LOCAL     ] TAL: Saved forecast.
[2025-11-16T05:09:23.790792] [INFO ] [main      ] TAL: Signal=1 (Conf=80.0%), Magnitude=0.39% (Conf=47.5377%)
[2025-11-16T05:09:23.791282] [INFO ] [main      ] Fetching symbol history for YALA...
[2025-11-16T05:09:23.791353] [DEBUG] [REMOTE    ] YALA: Fetching historical data.
[2025-11-16T05:09:23.791539] [INFO ] [main      ] Progress: 234/472 forecasts completed (49.6%). TAL finished in 0.8s. ETA: 42.8s. Rate: 333.83 forecasts/min
[2025-11-16T05:09:23.806461] [DEBUG] [REMOTE    ] YALA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:23.807224] [DEBUG] [LOCAL     ] Loaded configuration for YALA: 8 features, N/A% accuracy
[2025-11-16T05:09:23.807287] [INFO ] [LOCAL     ] YALA: Loaded 8 optimal features with 59.88% confidence from JSON config
[2025-11-16T05:09:23.807324] [DEBUG] [MAG       ] Building data for symbol: YALA with lookback: 0
[2025-11-16T05:09:23.808314] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:23.808398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:23.808607] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-11-16T05:09:23.808761] [INFO ] [main      ] MKC: Signal=1 (Conf=80.0%), Magnitude=-0.67% (Conf=61.792%)
[2025-11-16T05:09:23.809191] [INFO ] [main      ] Progress: 235/472 forecasts completed (49.8%). MKC finished in 0.7s. ETA: 42.4s. Rate: 335.11 forecasts/min
[2025-11-16T05:09:23.809349] [INFO ] [main      ] Fetching symbol history for EVT...
[2025-11-16T05:09:23.809542] [DEBUG] [REMOTE    ] EVT: Fetching historical data.
[2025-11-16T05:09:23.810359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:23.812568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:23.813635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:23.815387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:23.815921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:23.820578] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:23.821766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:09:23.822486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:23.823355] [DEBUG] [REMOTE    ] EVT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:23.823955] [DEBUG] [LOCAL     ] Loaded configuration for EVT: 7 features, N/A% accuracy
[2025-11-16T05:09:23.824081] [INFO ] [LOCAL     ] EVT: Loaded 7 optimal features with 61.04% confidence from JSON config
[2025-11-16T05:09:23.824183] [DEBUG] [MAG       ] Building data for symbol: EVT with lookback: 0
[2025-11-16T05:09:23.825201] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:23.825344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:23.827238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:23.827884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:23.828374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:23.829383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:23.830175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:09:23.831636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:23.832952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:23.857074] [INFO ] [LOCAL     ] AXR: Saved forecast.
[2025-11-16T05:09:23.857191] [INFO ] [main      ] AXR: Signal=1 (Conf=80.0%), Magnitude=-8.90% (Conf=61.981%)
[2025-11-16T05:09:23.857742] [INFO ] [main      ] Fetching symbol history for PNI...
[2025-11-16T05:09:23.857948] [INFO ] [main      ] Progress: 236/472 forecasts completed (50.0%). AXR finished in 0.7s. ETA: 42.1s. Rate: 336.15 forecasts/min
[2025-11-16T05:09:23.857822] [DEBUG] [REMOTE    ] PNI: Fetching historical data.
[2025-11-16T05:09:23.872170] [DEBUG] [REMOTE    ] PNI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:23.873231] [DEBUG] [LOCAL     ] Loaded configuration for PNI: 1 features, N/A% accuracy
[2025-11-16T05:09:23.873314] [INFO ] [LOCAL     ] PNI: Loaded 1 optimal features with 43.41% confidence from JSON config
[2025-11-16T05:09:23.873366] [DEBUG] [MAG       ] Building data for symbol: PNI with lookback: 0
[2025-11-16T05:09:23.874339] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:23.874559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:23.880007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:24.043599] [DEBUG] [MAG       ] SBSI: Last date is validated at 2025-11-14
[2025-11-16T05:09:24.166834] [DEBUG] [MAG       ] YALA: Last date is validated at 2025-11-14
[2025-11-16T05:09:24.223479] [DEBUG] [MAG       ] EVT: Last date is validated at 2025-11-14
[2025-11-16T05:09:24.230112] [DEBUG] [MAG       ] SBSI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:24.231447] [DEBUG] [MAG       ] PNI: Last date is validated at 2025-11-14
[2025-11-16T05:09:24.325098] [INFO ] [LOCAL     ] SBSI: Saved forecast.
[2025-11-16T05:09:24.325218] [INFO ] [main      ] SBSI: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=38.0085%)
[2025-11-16T05:09:24.325759] [INFO ] [main      ] Fetching symbol history for FBK...
[2025-11-16T05:09:24.325831] [DEBUG] [REMOTE    ] FBK: Fetching historical data.
[2025-11-16T05:09:24.326054] [INFO ] [main      ] Progress: 237/472 forecasts completed (50.2%). SBSI finished in 0.7s. ETA: 42.2s. Rate: 333.86 forecasts/min
[2025-11-16T05:09:24.340663] [DEBUG] [MAG       ] YALA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:24.341600] [DEBUG] [REMOTE    ] FBK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:24.342599] [DEBUG] [LOCAL     ] Loaded configuration for FBK: 6 features, N/A% accuracy
[2025-11-16T05:09:24.342697] [INFO ] [LOCAL     ] FBK: Loaded 6 optimal features with 51.49% confidence from JSON config
[2025-11-16T05:09:24.342747] [DEBUG] [MAG       ] Building data for symbol: FBK with lookback: 0
[2025-11-16T05:09:24.343845] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:24.343933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:24.350329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:24.352787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:24.353423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:24.353875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:24.356921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:09:24.358509] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:24.397366] [DEBUG] [MAG       ] EVT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:24.404474] [DEBUG] [MAG       ] PNI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:24.422401] [INFO ] [LOCAL     ] YALA: Saved forecast.
[2025-11-16T05:09:24.422527] [INFO ] [main      ] YALA: Signal=1 (Conf=80.0%), Magnitude=-1.83% (Conf=59.8824%)
[2025-11-16T05:09:24.422790] [INFO ] [main      ] Fetching symbol history for MUFG...
[2025-11-16T05:09:24.422857] [DEBUG] [REMOTE    ] MUFG: Fetching historical data.
[2025-11-16T05:09:24.425416] [INFO ] [main      ] Progress: 238/472 forecasts completed (50.4%). YALA finished in 0.6s. ETA: 42.0s. Rate: 334.49 forecasts/min
[2025-11-16T05:09:24.438805] [DEBUG] [REMOTE    ] MUFG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:24.439568] [DEBUG] [LOCAL     ] Loaded configuration for MUFG: 8 features, N/A% accuracy
[2025-11-16T05:09:24.439669] [INFO ] [LOCAL     ] MUFG: Loaded 8 optimal features with 56.38% confidence from JSON config
[2025-11-16T05:09:24.439727] [DEBUG] [MAG       ] Building data for symbol: MUFG with lookback: 0
[2025-11-16T05:09:24.440770] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:24.440963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:24.446294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:24.448401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:24.449042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:24.449543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:24.449999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:24.451293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:24.469083] [INFO ] [LOCAL     ] PNI: Saved forecast.
[2025-11-16T05:09:24.469201] [INFO ] [main      ] PNI: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=43.4107%)
[2025-11-16T05:09:24.469780] [INFO ] [main      ] Fetching symbol history for RH...
[2025-11-16T05:09:24.469854] [DEBUG] [REMOTE    ] RH: Fetching historical data.
[2025-11-16T05:09:24.470755] [INFO ] [main      ] Progress: 239/472 forecasts completed (50.6%). PNI finished in 0.6s. ETA: 41.7s. Rate: 335.54 forecasts/min
[2025-11-16T05:09:24.477103] [INFO ] [LOCAL     ] EVT: Saved forecast.
[2025-11-16T05:09:24.477346] [INFO ] [main      ] EVT: Signal=1 (Conf=80.0%), Magnitude=-0.11% (Conf=61.0381%)
[2025-11-16T05:09:24.477598] [INFO ] [main      ] Fetching symbol history for EVEX...
[2025-11-16T05:09:24.477733] [DEBUG] [REMOTE    ] EVEX: Fetching historical data.
[2025-11-16T05:09:24.478925] [INFO ] [main      ] Progress: 240/472 forecasts completed (50.8%). EVT finished in 0.7s. ETA: 41.3s. Rate: 336.88 forecasts/min
[2025-11-16T05:09:24.487300] [DEBUG] [REMOTE    ] RH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:24.488294] [DEBUG] [LOCAL     ] Loaded configuration for RH: 8 features, N/A% accuracy
[2025-11-16T05:09:24.488369] [INFO ] [LOCAL     ] RH: Loaded 8 optimal features with 57.78% confidence from JSON config
[2025-11-16T05:09:24.488416] [DEBUG] [MAG       ] Building data for symbol: RH with lookback: 0
[2025-11-16T05:09:24.489493] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:24.489584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:24.491197] [DEBUG] [REMOTE    ] EVEX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:24.491778] [DEBUG] [LOCAL     ] Loaded configuration for EVEX: 5 features, N/A% accuracy
[2025-11-16T05:09:24.491900] [INFO ] [LOCAL     ] EVEX: Loaded 5 optimal features with 52.12% confidence from JSON config
[2025-11-16T05:09:24.492001] [DEBUG] [MAG       ] Building data for symbol: EVEX with lookback: 0
[2025-11-16T05:09:24.492917] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:24.493057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:24.493907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:24.494907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:24.495053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:24.495828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:24.496570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:24.497118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:24.497737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:24.498217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:24.498678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:24.499785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:24.501956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:24.504942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:24.513724] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:24.541445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:24.543536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:24.716895] [DEBUG] [MAG       ] FBK: Last date is validated at 2025-11-14
[2025-11-16T05:09:24.857052] [DEBUG] [MAG       ] RH: Last date is validated at 2025-11-14
[2025-11-16T05:09:24.863601] [DEBUG] [MAG       ] EVEX: Last date is validated at 2025-11-14
[2025-11-16T05:09:24.894194] [DEBUG] [MAG       ] MUFG: Last date is validated at 2025-11-14
[2025-11-16T05:09:24.896716] [DEBUG] [MAG       ] FBK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:25.016000] [INFO ] [LOCAL     ] FBK: Saved forecast.
[2025-11-16T05:09:25.016343] [INFO ] [main      ] FBK: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=51.4948%)
[2025-11-16T05:09:25.016679] [INFO ] [main      ] Fetching symbol history for WLK...
[2025-11-16T05:09:25.016798] [DEBUG] [REMOTE    ] WLK: Fetching historical data.
[2025-11-16T05:09:25.018751] [INFO ] [main      ] Progress: 241/472 forecasts completed (51.1%). FBK finished in 0.7s. ETA: 41.5s. Rate: 334.07 forecasts/min
[2025-11-16T05:09:25.032782] [DEBUG] [REMOTE    ] WLK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:25.033909] [DEBUG] [LOCAL     ] Loaded configuration for WLK: 6 features, N/A% accuracy
[2025-11-16T05:09:25.034036] [INFO ] [LOCAL     ] WLK: Loaded 6 optimal features with 50.47% confidence from JSON config
[2025-11-16T05:09:25.034139] [DEBUG] [MAG       ] Building data for symbol: WLK with lookback: 0
[2025-11-16T05:09:25.035188] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:25.035327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:25.035859] [DEBUG] [MAG       ] RH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:25.040014] [DEBUG] [MAG       ] EVEX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:25.040999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:25.043046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:25.043598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:25.044136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:25.044582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:25.047801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:25.069406] [DEBUG] [MAG       ] MUFG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:25.116441] [INFO ] [LOCAL     ] EVEX: Saved forecast.
[2025-11-16T05:09:25.116700] [INFO ] [main      ] EVEX: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=52.1231%)
[2025-11-16T05:09:25.116983] [INFO ] [main      ] Fetching symbol history for ONON...
[2025-11-16T05:09:25.117266] [DEBUG] [REMOTE    ] ONON: Fetching historical data.
[2025-11-16T05:09:25.118256] [INFO ] [main      ] Progress: 242/472 forecasts completed (51.3%). EVEX finished in 0.6s. ETA: 41.2s. Rate: 334.68 forecasts/min
[2025-11-16T05:09:25.130389] [DEBUG] [REMOTE    ] ONON: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:25.131113] [DEBUG] [LOCAL     ] Loaded configuration for ONON: 4 features, N/A% accuracy
[2025-11-16T05:09:25.131233] [INFO ] [LOCAL     ] ONON: Loaded 4 optimal features with 48.77% confidence from JSON config
[2025-11-16T05:09:25.131356] [DEBUG] [MAG       ] Building data for symbol: ONON with lookback: 0
[2025-11-16T05:09:25.132294] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:25.132457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:25.137660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:25.138739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:09:25.140400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:09:25.142674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:25.148939] [INFO ] [LOCAL     ] MUFG: Saved forecast.
[2025-11-16T05:09:25.149069] [INFO ] [main      ] MUFG: Signal=1 (Conf=80.0%), Magnitude=1.02% (Conf=56.378%)
[2025-11-16T05:09:25.149546] [INFO ] [main      ] Fetching symbol history for SLG...
[2025-11-16T05:09:25.149606] [DEBUG] [REMOTE    ] SLG: Fetching historical data.
[2025-11-16T05:09:25.149932] [INFO ] [main      ] Progress: 243/472 forecasts completed (51.5%). MUFG finished in 0.7s. ETA: 40.9s. Rate: 335.82 forecasts/min
[2025-11-16T05:09:25.164687] [DEBUG] [REMOTE    ] SLG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:25.165380] [DEBUG] [LOCAL     ] Loaded configuration for SLG: 2 features, N/A% accuracy
[2025-11-16T05:09:25.165444] [INFO ] [LOCAL     ] SLG: Loaded 2 optimal features with 39.56% confidence from JSON config
[2025-11-16T05:09:25.165483] [DEBUG] [MAG       ] Building data for symbol: SLG with lookback: 0
[2025-11-16T05:09:25.166485] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:25.166588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:25.171625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:25.187780] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:25.294459] [INFO ] [LOCAL     ] RH: Saved forecast.
[2025-11-16T05:09:25.294973] [INFO ] [main      ] RH: Signal=1 (Conf=80.0%), Magnitude=-1.02% (Conf=57.7813%)
[2025-11-16T05:09:25.295266] [INFO ] [main      ] Fetching symbol history for EQBK...
[2025-11-16T05:09:25.295690] [DEBUG] [REMOTE    ] EQBK: Fetching historical data.
[2025-11-16T05:09:25.295753] [INFO ] [main      ] Progress: 244/472 forecasts completed (51.7%). RH finished in 0.8s. ETA: 40.7s. Rate: 336.07 forecasts/min
[2025-11-16T05:09:25.311963] [DEBUG] [REMOTE    ] EQBK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:25.313140] [DEBUG] [LOCAL     ] Loaded configuration for EQBK: 1 features, N/A% accuracy
[2025-11-16T05:09:25.313263] [INFO ] [LOCAL     ] EQBK: Loaded 1 optimal features with 44.65% confidence from JSON config
[2025-11-16T05:09:25.313361] [DEBUG] [MAG       ] Building data for symbol: EQBK with lookback: 0
[2025-11-16T05:09:25.314382] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:25.314516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:25.319109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:25.415328] [DEBUG] [MAG       ] WLK: Last date is validated at 2025-11-14
[2025-11-16T05:09:25.490806] [DEBUG] [MAG       ] ONON: Last date is validated at 2025-11-14
[2025-11-16T05:09:25.543876] [DEBUG] [MAG       ] SLG: Last date is validated at 2025-11-14
[2025-11-16T05:09:25.588744] [DEBUG] [MAG       ] WLK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:25.660178] [DEBUG] [MAG       ] ONON: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:25.666167] [DEBUG] [MAG       ] EQBK: Last date is validated at 2025-11-14
[2025-11-16T05:09:25.721352] [DEBUG] [MAG       ] SLG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:25.723166] [INFO ] [LOCAL     ] WLK: Saved forecast.
[2025-11-16T05:09:25.723508] [INFO ] [main      ] WLK: Signal=1 (Conf=80.0%), Magnitude=-0.70% (Conf=50.4667%)
[2025-11-16T05:09:25.723760] [INFO ] [main      ] Fetching symbol history for BME...
[2025-11-16T05:09:25.724168] [DEBUG] [REMOTE    ] BME: Fetching historical data.
[2025-11-16T05:09:25.724209] [INFO ] [main      ] Progress: 245/472 forecasts completed (51.9%). WLK finished in 0.7s. ETA: 40.8s. Rate: 334.16 forecasts/min
[2025-11-16T05:09:25.739752] [DEBUG] [REMOTE    ] BME: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:25.740456] [DEBUG] [LOCAL     ] Loaded configuration for BME: 3 features, N/A% accuracy
[2025-11-16T05:09:25.740520] [INFO ] [LOCAL     ] BME: Loaded 3 optimal features with 59.45% confidence from JSON config
[2025-11-16T05:09:25.740597] [DEBUG] [MAG       ] Building data for symbol: BME with lookback: 0
[2025-11-16T05:09:25.741554] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:25.741678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:25.743525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:25.744182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:25.744625] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:25.776867] [INFO ] [LOCAL     ] ONON: Saved forecast.
[2025-11-16T05:09:25.777145] [INFO ] [main      ] ONON: Signal=1 (Conf=80.0%), Magnitude=5.97% (Conf=48.7701%)
[2025-11-16T05:09:25.777385] [INFO ] [main      ] Fetching symbol history for FFWM...
[2025-11-16T05:09:25.777496] [DEBUG] [REMOTE    ] FFWM: Fetching historical data.
[2025-11-16T05:09:25.778331] [INFO ] [main      ] Progress: 246/472 forecasts completed (52.1%). ONON finished in 0.7s. ETA: 40.5s. Rate: 335.12 forecasts/min
[2025-11-16T05:09:25.790083] [DEBUG] [REMOTE    ] FFWM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:25.790737] [DEBUG] [LOCAL     ] Loaded configuration for FFWM: 3 features, N/A% accuracy
[2025-11-16T05:09:25.790857] [INFO ] [LOCAL     ] FFWM: Loaded 3 optimal features with 52.17% confidence from JSON config
[2025-11-16T05:09:25.790955] [DEBUG] [MAG       ] Building data for symbol: FFWM with lookback: 0
[2025-11-16T05:09:25.791857] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:25.791998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:25.796989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:25.801323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:09:25.802994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:25.842307] [DEBUG] [MAG       ] EQBK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:25.847284] [INFO ] [LOCAL     ] SLG: Saved forecast.
[2025-11-16T05:09:25.847477] [INFO ] [main      ] SLG: Signal=1 (Conf=80.0%), Magnitude=-2.22% (Conf=39.5624%)
[2025-11-16T05:09:25.848082] [INFO ] [main      ] Fetching symbol history for HFRO...
[2025-11-16T05:09:25.848207] [DEBUG] [REMOTE    ] HFRO: Fetching historical data.
[2025-11-16T05:09:25.849561] [INFO ] [main      ] Progress: 247/472 forecasts completed (52.3%). SLG finished in 0.7s. ETA: 40.2s. Rate: 335.93 forecasts/min
[2025-11-16T05:09:25.863566] [DEBUG] [REMOTE    ] HFRO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:25.864585] [DEBUG] [LOCAL     ] Loaded configuration for HFRO: 9 features, N/A% accuracy
[2025-11-16T05:09:25.864675] [INFO ] [LOCAL     ] HFRO: Loaded 9 optimal features with 53.71% confidence from JSON config
[2025-11-16T05:09:25.864727] [DEBUG] [MAG       ] Building data for symbol: HFRO with lookback: 0
[2025-11-16T05:09:25.865707] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:25.865806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:25.867746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:25.868413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:25.868893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:25.869946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:25.872477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:25.873523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:25.874816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:25.876894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:25.878013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:25.941976] [INFO ] [LOCAL     ] EQBK: Saved forecast.
[2025-11-16T05:09:25.942124] [INFO ] [main      ] EQBK: Signal=1 (Conf=80.0%), Magnitude=1.35% (Conf=44.6534%)
[2025-11-16T05:09:25.942631] [INFO ] [main      ] Fetching symbol history for KVYO...
[2025-11-16T05:09:25.942868] [DEBUG] [REMOTE    ] KVYO: Fetching historical data.
[2025-11-16T05:09:25.942848] [INFO ] [main      ] Progress: 248/472 forecasts completed (52.5%). EQBK finished in 0.6s. ETA: 39.9s. Rate: 336.58 forecasts/min
[2025-11-16T05:09:25.958197] [DEBUG] [REMOTE    ] KVYO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:25.959269] [DEBUG] [LOCAL     ] Loaded configuration for KVYO: 7 features, N/A% accuracy
[2025-11-16T05:09:25.959337] [INFO ] [LOCAL     ] KVYO: Loaded 7 optimal features with 47.15% confidence from JSON config
[2025-11-16T05:09:25.959377] [DEBUG] [MAG       ] Building data for symbol: KVYO with lookback: 0
[2025-11-16T05:09:25.960576] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:25.960940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:25.963316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:25.964007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:25.964539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:25.965046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:26.012233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:26.013557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:26.015689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:26.099885] [DEBUG] [MAG       ] BME: Last date is validated at 2025-11-14
[2025-11-16T05:09:26.140981] [DEBUG] [MAG       ] FFWM: Last date is validated at 2025-11-14
[2025-11-16T05:09:26.233078] [DEBUG] [MAG       ] HFRO: Last date is validated at 2025-11-14
[2025-11-16T05:09:26.288848] [DEBUG] [MAG       ] BME: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:26.310390] [DEBUG] [MAG       ] FFWM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:26.358225] [DEBUG] [MAG       ] KVYO: Last date is validated at 2025-11-14
[2025-11-16T05:09:26.367034] [INFO ] [LOCAL     ] BME: Saved forecast.
[2025-11-16T05:09:26.367209] [INFO ] [main      ] BME: Signal=1 (Conf=80.0%), Magnitude=0.55% (Conf=59.4481%)
[2025-11-16T05:09:26.367857] [INFO ] [main      ] Fetching symbol history for BR...
[2025-11-16T05:09:26.367927] [DEBUG] [REMOTE    ] BR: Fetching historical data.
[2025-11-16T05:09:26.368771] [INFO ] [main      ] Progress: 249/472 forecasts completed (52.8%). BME finished in 0.6s. ETA: 40.0s. Rate: 334.72 forecasts/min
[2025-11-16T05:09:26.385800] [INFO ] [LOCAL     ] FFWM: Saved forecast.
[2025-11-16T05:09:26.385900] [INFO ] [main      ] FFWM: Signal=1 (Conf=80.0%), Magnitude=0.56% (Conf=52.1657%)
[2025-11-16T05:09:26.385786] [DEBUG] [REMOTE    ] BR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:26.386071] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-11-16T05:09:26.386146] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-11-16T05:09:26.387130] [INFO ] [main      ] Progress: 250/472 forecasts completed (53.0%). FFWM finished in 0.6s. ETA: 39.7s. Rate: 335.92 forecasts/min
[2025-11-16T05:09:26.387046] [DEBUG] [LOCAL     ] Loaded configuration for BR: 2 features, N/A% accuracy
[2025-11-16T05:09:26.387723] [INFO ] [LOCAL     ] BR: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-11-16T05:09:26.387799] [DEBUG] [MAG       ] Building data for symbol: BR with lookback: 0
[2025-11-16T05:09:26.388763] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:26.388845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:26.393867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:26.398798] [DEBUG] [REMOTE    ] CIB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:26.399338] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-11-16T05:09:26.399405] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-11-16T05:09:26.399453] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-11-16T05:09:26.400279] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:26.400371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:26.402406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:09:26.404091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:26.412420] [DEBUG] [MAG       ] HFRO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:26.440355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:26.487449] [INFO ] [LOCAL     ] HFRO: Saved forecast.
[2025-11-16T05:09:26.487577] [INFO ] [main      ] HFRO: Signal=1 (Conf=80.0%), Magnitude=-0.35% (Conf=53.7088%)
[2025-11-16T05:09:26.488113] [INFO ] [main      ] Progress: 251/472 forecasts completed (53.2%). HFRO finished in 0.6s. ETA: 39.4s. Rate: 336.50 forecasts/min
[2025-11-16T05:09:26.488291] [INFO ] [main      ] Fetching symbol history for BILL...
[2025-11-16T05:09:26.488345] [DEBUG] [REMOTE    ] BILL: Fetching historical data.
[2025-11-16T05:09:26.503011] [DEBUG] [REMOTE    ] BILL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:26.503754] [DEBUG] [LOCAL     ] Loaded configuration for BILL: 3 features, N/A% accuracy
[2025-11-16T05:09:26.503833] [INFO ] [LOCAL     ] BILL: Loaded 3 optimal features with 57.35% confidence from JSON config
[2025-11-16T05:09:26.503882] [DEBUG] [MAG       ] Building data for symbol: BILL with lookback: 0
[2025-11-16T05:09:26.504814] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:26.504911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:26.510121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:26.511631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:09:26.514166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:26.535487] [DEBUG] [MAG       ] KVYO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:26.657183] [INFO ] [LOCAL     ] KVYO: Saved forecast.
[2025-11-16T05:09:26.657312] [INFO ] [main      ] KVYO: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=47.1482%)
[2025-11-16T05:09:26.657896] [INFO ] [main      ] Fetching symbol history for BHK...
[2025-11-16T05:09:26.657967] [DEBUG] [REMOTE    ] BHK: Fetching historical data.
[2025-11-16T05:09:26.658810] [INFO ] [main      ] Progress: 252/472 forecasts completed (53.4%). KVYO finished in 0.7s. ETA: 39.2s. Rate: 336.56 forecasts/min
[2025-11-16T05:09:26.673668] [DEBUG] [REMOTE    ] BHK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:26.674392] [DEBUG] [LOCAL     ] Loaded configuration for BHK: 5 features, N/A% accuracy
[2025-11-16T05:09:26.674449] [INFO ] [LOCAL     ] BHK: Loaded 5 optimal features with 43.11% confidence from JSON config
[2025-11-16T05:09:26.674488] [DEBUG] [MAG       ] Building data for symbol: BHK with lookback: 0
[2025-11-16T05:09:26.675572] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:26.675692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:26.677565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:26.678201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:26.678619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:26.679359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:26.680524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:26.745032] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-11-14
[2025-11-16T05:09:26.795855] [DEBUG] [MAG       ] BR: Last date is validated at 2025-11-14
[2025-11-16T05:09:26.861467] [DEBUG] [MAG       ] BILL: Last date is validated at 2025-11-14
[2025-11-16T05:09:26.915810] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:26.974153] [DEBUG] [MAG       ] BR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:27.024455] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-11-16T05:09:27.024710] [INFO ] [main      ] CIB: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=46.2185%)
[2025-11-16T05:09:27.025182] [INFO ] [main      ] Fetching symbol history for FICO...
[2025-11-16T05:09:27.025296] [DEBUG] [REMOTE    ] FICO: Fetching historical data.
[2025-11-16T05:09:27.025391] [INFO ] [main      ] Progress: 253/472 forecasts completed (53.6%). CIB finished in 0.6s. ETA: 39.2s. Rate: 335.16 forecasts/min
[2025-11-16T05:09:27.025998] [DEBUG] [MAG       ] BHK: Last date is validated at 2025-11-14
[2025-11-16T05:09:27.038292] [DEBUG] [MAG       ] BILL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:27.041588] [DEBUG] [REMOTE    ] FICO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:27.042751] [DEBUG] [LOCAL     ] Loaded configuration for FICO: 2 features, N/A% accuracy
[2025-11-16T05:09:27.042822] [INFO ] [LOCAL     ] FICO: Loaded 2 optimal features with 45.48% confidence from JSON config
[2025-11-16T05:09:27.042862] [DEBUG] [MAG       ] Building data for symbol: FICO with lookback: 0
[2025-11-16T05:09:27.043878] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:27.043960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:27.049179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:27.051824] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:27.111914] [INFO ] [LOCAL     ] BR: Saved forecast.
[2025-11-16T05:09:27.112029] [INFO ] [main      ] BR: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=50.6952%)
[2025-11-16T05:09:27.112684] [INFO ] [main      ] Fetching symbol history for TXO...
[2025-11-16T05:09:27.112753] [DEBUG] [REMOTE    ] TXO: Fetching historical data.
[2025-11-16T05:09:27.112707] [INFO ] [main      ] Progress: 254/472 forecasts completed (53.8%). BR finished in 0.7s. ETA: 38.9s. Rate: 335.84 forecasts/min
[2025-11-16T05:09:27.128666] [DEBUG] [REMOTE    ] TXO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:27.129592] [DEBUG] [LOCAL     ] Loaded configuration for TXO: 1 features, N/A% accuracy
[2025-11-16T05:09:27.129677] [INFO ] [LOCAL     ] TXO: Loaded 1 optimal features with 45.99% confidence from JSON config
[2025-11-16T05:09:27.129735] [DEBUG] [MAG       ] Building data for symbol: TXO with lookback: 0
[2025-11-16T05:09:27.130731] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:27.130809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:27.136215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:27.190500] [INFO ] [LOCAL     ] BILL: Saved forecast.
[2025-11-16T05:09:27.190870] [INFO ] [main      ] BILL: Signal=1 (Conf=80.0%), Magnitude=-1.25% (Conf=57.352%)
[2025-11-16T05:09:27.191419] [INFO ] [main      ] Fetching symbol history for FSCO...
[2025-11-16T05:09:27.191541] [DEBUG] [REMOTE    ] FSCO: Fetching historical data.
[2025-11-16T05:09:27.192714] [INFO ] [main      ] Progress: 255/472 forecasts completed (54.0%). BILL finished in 0.7s. ETA: 38.7s. Rate: 336.57 forecasts/min
[2025-11-16T05:09:27.198098] [DEBUG] [MAG       ] BHK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:27.205996] [DEBUG] [REMOTE    ] FSCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:27.206917] [DEBUG] [LOCAL     ] Loaded configuration for FSCO: 6 features, N/A% accuracy
[2025-11-16T05:09:27.207041] [INFO ] [LOCAL     ] FSCO: Loaded 6 optimal features with 63.19% confidence from JSON config
[2025-11-16T05:09:27.207138] [DEBUG] [MAG       ] Building data for symbol: FSCO with lookback: 0
[2025-11-16T05:09:27.208130] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:27.208274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:27.213389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:27.214589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:27.217272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:27.260851] [INFO ] [LOCAL     ] BHK: Saved forecast.
[2025-11-16T05:09:27.260953] [INFO ] [main      ] BHK: Signal=1 (Conf=80.0%), Magnitude=-0.37% (Conf=43.1062%)
[2025-11-16T05:09:27.261151] [INFO ] [main      ] Fetching symbol history for DD...
[2025-11-16T05:09:27.261203] [DEBUG] [REMOTE    ] DD: Fetching historical data.
[2025-11-16T05:09:27.263959] [INFO ] [main      ] Progress: 256/472 forecasts completed (54.2%). BHK finished in 0.6s. ETA: 38.4s. Rate: 337.36 forecasts/min
[2025-11-16T05:09:27.275134] [DEBUG] [REMOTE    ] DD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:27.275585] [DEBUG] [LOCAL     ] Loaded configuration for DD: 5 features, N/A% accuracy
[2025-11-16T05:09:27.275662] [INFO ] [LOCAL     ] DD: Loaded 5 optimal features with 47.29% confidence from JSON config
[2025-11-16T05:09:27.275714] [DEBUG] [MAG       ] Building data for symbol: DD with lookback: 0
[2025-11-16T05:09:27.276601] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:27.276700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:27.278535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:27.279155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:27.279160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:09:27.280131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:27.282119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:09:27.283191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:27.327239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:27.328402] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:27.398756] [DEBUG] [MAG       ] FICO: Last date is validated at 2025-11-14
[2025-11-16T05:09:27.497511] [DEBUG] [MAG       ] TXO: Last date is validated at 2025-11-14
[2025-11-16T05:09:27.568556] [DEBUG] [MAG       ] FICO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:27.631881] [DEBUG] [MAG       ] FSCO: Last date is validated at 2025-11-14
[2025-11-16T05:09:27.674176] [DEBUG] [MAG       ] TXO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:27.676377] [DEBUG] [MAG       ] DD: Last date is validated at 2025-11-14
[2025-11-16T05:09:27.752431] [INFO ] [LOCAL     ] TXO: Saved forecast.
[2025-11-16T05:09:27.752589] [INFO ] [main      ] TXO: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=45.9855%)
[2025-11-16T05:09:27.753232] [INFO ] [main      ] Progress: 257/472 forecasts completed (54.4%). TXO finished in 0.6s. ETA: 38.5s. Rate: 335.08 forecasts/min
[2025-11-16T05:09:27.753148] [INFO ] [main      ] Fetching symbol history for WHG...
[2025-11-16T05:09:27.753405] [DEBUG] [REMOTE    ] WHG: Fetching historical data.
[2025-11-16T05:09:27.767934] [DEBUG] [REMOTE    ] WHG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:27.768942] [DEBUG] [LOCAL     ] Loaded configuration for WHG: 1 features, N/A% accuracy
[2025-11-16T05:09:27.769029] [INFO ] [LOCAL     ] WHG: Loaded 1 optimal features with 54.38% confidence from JSON config
[2025-11-16T05:09:27.769081] [DEBUG] [MAG       ] Building data for symbol: WHG with lookback: 0
[2025-11-16T05:09:27.770061] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:27.770144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:27.772858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:27.810930] [DEBUG] [MAG       ] FSCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:27.827868] [INFO ] [LOCAL     ] FICO: Saved forecast.
[2025-11-16T05:09:27.828183] [INFO ] [main      ] FICO: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=45.4781%)
[2025-11-16T05:09:27.828728] [INFO ] [main      ] Fetching symbol history for ASGI...
[2025-11-16T05:09:27.828852] [DEBUG] [REMOTE    ] ASGI: Fetching historical data.
[2025-11-16T05:09:27.830753] [INFO ] [main      ] Progress: 258/472 forecasts completed (54.7%). FICO finished in 0.8s. ETA: 38.2s. Rate: 335.81 forecasts/min
[2025-11-16T05:09:27.843500] [DEBUG] [REMOTE    ] ASGI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:27.844348] [DEBUG] [LOCAL     ] Loaded configuration for ASGI: 6 features, N/A% accuracy
[2025-11-16T05:09:27.844471] [INFO ] [LOCAL     ] ASGI: Loaded 6 optimal features with 55.43% confidence from JSON config
[2025-11-16T05:09:27.844570] [DEBUG] [MAG       ] Building data for symbol: ASGI with lookback: 0
[2025-11-16T05:09:27.845550] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:27.845710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:27.848735] [DEBUG] [MAG       ] DD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:27.851765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:27.853309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:27.856116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:27.860629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:27.861469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:09:27.865687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:27.889766] [INFO ] [LOCAL     ] FSCO: Saved forecast.
[2025-11-16T05:09:27.890101] [INFO ] [main      ] FSCO: Signal=1 (Conf=80.0%), Magnitude=-2.99% (Conf=63.1907%)
[2025-11-16T05:09:27.890623] [INFO ] [main      ] Fetching symbol history for ONL...
[2025-11-16T05:09:27.890758] [DEBUG] [REMOTE    ] ONL: Fetching historical data.
[2025-11-16T05:09:27.890748] [INFO ] [main      ] Progress: 259/472 forecasts completed (54.9%). FSCO finished in 0.7s. ETA: 38.0s. Rate: 336.68 forecasts/min
[2025-11-16T05:09:27.905485] [DEBUG] [REMOTE    ] ONL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:27.906468] [DEBUG] [LOCAL     ] Loaded configuration for ONL: 8 features, N/A% accuracy
[2025-11-16T05:09:27.906533] [INFO ] [LOCAL     ] ONL: Loaded 8 optimal features with 56.95% confidence from JSON config
[2025-11-16T05:09:27.906571] [DEBUG] [MAG       ] Building data for symbol: ONL with lookback: 0
[2025-11-16T05:09:27.907489] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:27.907573] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:27.912835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:27.914926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:27.915481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:27.915935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:27.916905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:27.918189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:27.920268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:09:27.924487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:27.961540] [INFO ] [LOCAL     ] DD: Saved forecast.
[2025-11-16T05:09:27.961669] [INFO ] [main      ] DD: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=47.2909%)
[2025-11-16T05:09:27.962126] [INFO ] [main      ] Fetching symbol history for EE...
[2025-11-16T05:09:27.962320] [DEBUG] [REMOTE    ] EE: Fetching historical data.
[2025-11-16T05:09:27.962759] [INFO ] [main      ] Progress: 260/472 forecasts completed (55.1%). DD finished in 0.7s. ETA: 37.7s. Rate: 337.45 forecasts/min
[2025-11-16T05:09:27.975419] [DEBUG] [REMOTE    ] EE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:27.976123] [DEBUG] [LOCAL     ] Loaded configuration for EE: 5 features, N/A% accuracy
[2025-11-16T05:09:27.976242] [INFO ] [LOCAL     ] EE: Loaded 5 optimal features with 50.91% confidence from JSON config
[2025-11-16T05:09:27.976338] [DEBUG] [MAG       ] Building data for symbol: EE with lookback: 0
[2025-11-16T05:09:27.977262] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:27.977397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:27.979216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:27.979869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:27.980393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:27.980904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:27.982590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:28.122910] [DEBUG] [MAG       ] WHG: Last date is validated at 2025-11-14
[2025-11-16T05:09:28.215672] [DEBUG] [MAG       ] ASGI: Last date is validated at 2025-11-14
[2025-11-16T05:09:28.270860] [DEBUG] [MAG       ] ONL: Last date is validated at 2025-11-14
[2025-11-16T05:09:28.294597] [DEBUG] [MAG       ] WHG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:28.326101] [DEBUG] [MAG       ] EE: Last date is validated at 2025-11-14
[2025-11-16T05:09:28.372050] [INFO ] [LOCAL     ] WHG: Saved forecast.
[2025-11-16T05:09:28.372406] [INFO ] [main      ] WHG: Signal=1 (Conf=80.0%), Magnitude=-0.83% (Conf=54.3793%)
[2025-11-16T05:09:28.372736] [INFO ] [main      ] Fetching symbol history for OPFI...
[2025-11-16T05:09:28.373071] [DEBUG] [REMOTE    ] OPFI: Fetching historical data.
[2025-11-16T05:09:28.374412] [INFO ] [main      ] Progress: 261/472 forecasts completed (55.3%). WHG finished in 0.6s. ETA: 37.7s. Rate: 335.76 forecasts/min
[2025-11-16T05:09:28.389409] [DEBUG] [REMOTE    ] OPFI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:28.390559] [DEBUG] [LOCAL     ] Loaded configuration for OPFI: 2 features, N/A% accuracy
[2025-11-16T05:09:28.390708] [INFO ] [LOCAL     ] OPFI: Loaded 2 optimal features with 49.26% confidence from JSON config
[2025-11-16T05:09:28.390811] [DEBUG] [MAG       ] Building data for symbol: OPFI with lookback: 0
[2025-11-16T05:09:28.391361] [DEBUG] [MAG       ] ASGI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:28.391965] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:28.392057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:28.398225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:28.399273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:28.444353] [DEBUG] [MAG       ] ONL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:28.475888] [INFO ] [LOCAL     ] ASGI: Saved forecast.
[2025-11-16T05:09:28.476004] [INFO ] [main      ] ASGI: Signal=1 (Conf=80.0%), Magnitude=1.48% (Conf=55.4339%)
[2025-11-16T05:09:28.476243] [INFO ] [main      ] Fetching symbol history for CMPO...
[2025-11-16T05:09:28.476526] [DEBUG] [REMOTE    ] CMPO: Fetching historical data.
[2025-11-16T05:09:28.477074] [INFO ] [main      ] Progress: 262/472 forecasts completed (55.5%). ASGI finished in 0.6s. ETA: 37.5s. Rate: 336.31 forecasts/min
[2025-11-16T05:09:28.491129] [DEBUG] [REMOTE    ] CMPO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:28.491966] [DEBUG] [LOCAL     ] Loaded configuration for CMPO: 3 features, N/A% accuracy
[2025-11-16T05:09:28.492090] [INFO ] [LOCAL     ] CMPO: Loaded 3 optimal features with 40.22% confidence from JSON config
[2025-11-16T05:09:28.492197] [DEBUG] [MAG       ] Building data for symbol: CMPO with lookback: 0
[2025-11-16T05:09:28.493229] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:28.493372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:28.494591] [DEBUG] [MAG       ] EE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:28.498775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:28.499752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:28.500682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:28.520214] [INFO ] [LOCAL     ] ONL: Saved forecast.
[2025-11-16T05:09:28.520547] [INFO ] [main      ] ONL: Signal=1 (Conf=80.0%), Magnitude=-4.79% (Conf=56.9528%)
[2025-11-16T05:09:28.521083] [INFO ] [main      ] Progress: 263/472 forecasts completed (55.7%). ONL finished in 0.6s. ETA: 37.2s. Rate: 337.27 forecasts/min
[2025-11-16T05:09:28.521305] [INFO ] [main      ] Fetching symbol history for AWF...
[2025-11-16T05:09:28.521413] [DEBUG] [REMOTE    ] AWF: Fetching historical data.
[2025-11-16T05:09:28.535429] [DEBUG] [REMOTE    ] AWF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:28.536307] [DEBUG] [LOCAL     ] Loaded configuration for AWF: 6 features, N/A% accuracy
[2025-11-16T05:09:28.536450] [INFO ] [LOCAL     ] AWF: Loaded 6 optimal features with 38.91% confidence from JSON config
[2025-11-16T05:09:28.536553] [DEBUG] [MAG       ] Building data for symbol: AWF with lookback: 0
[2025-11-16T05:09:28.537507] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:28.537663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:28.539502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:28.540176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:28.540675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:28.543238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:28.587500] [INFO ] [LOCAL     ] EE: Saved forecast.
[2025-11-16T05:09:28.587768] [INFO ] [main      ] EE: Signal=1 (Conf=80.0%), Magnitude=4.20% (Conf=50.9074%)
[2025-11-16T05:09:28.588047] [INFO ] [main      ] Fetching symbol history for DSM...
[2025-11-16T05:09:28.588159] [DEBUG] [REMOTE    ] DSM: Fetching historical data.
[2025-11-16T05:09:28.589009] [INFO ] [main      ] Progress: 264/472 forecasts completed (55.9%). EE finished in 0.6s. ETA: 36.9s. Rate: 338.06 forecasts/min
[2025-11-16T05:09:28.591283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:28.592318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:28.601199] [DEBUG] [REMOTE    ] DSM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:28.601887] [DEBUG] [LOCAL     ] Loaded configuration for DSM: 6 features, N/A% accuracy
[2025-11-16T05:09:28.602007] [INFO ] [LOCAL     ] DSM: Loaded 6 optimal features with 39.76% confidence from JSON config
[2025-11-16T05:09:28.602120] [DEBUG] [MAG       ] Building data for symbol: DSM with lookback: 0
[2025-11-16T05:09:28.602992] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:28.603082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:28.608003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:28.609870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:28.610398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:28.610946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:28.612049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:09:28.613240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:28.758757] [DEBUG] [MAG       ] OPFI: Last date is validated at 2025-11-14
[2025-11-16T05:09:28.854721] [DEBUG] [MAG       ] CMPO: Last date is validated at 2025-11-14
[2025-11-16T05:09:28.935677] [DEBUG] [MAG       ] OPFI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:28.939111] [DEBUG] [MAG       ] AWF: Last date is validated at 2025-11-14
[2025-11-16T05:09:28.949464] [DEBUG] [MAG       ] DSM: Last date is validated at 2025-11-14
[2025-11-16T05:09:29.021297] [INFO ] [LOCAL     ] OPFI: Saved forecast.
[2025-11-16T05:09:29.021421] [INFO ] [main      ] OPFI: Signal=1 (Conf=80.0%), Magnitude=2.03% (Conf=49.2598%)
[2025-11-16T05:09:29.021987] [INFO ] [main      ] Progress: 265/472 forecasts completed (56.1%). OPFI finished in 0.6s. ETA: 36.9s. Rate: 336.24 forecasts/min
[2025-11-16T05:09:29.022106] [INFO ] [main      ] Fetching symbol history for KGC...
[2025-11-16T05:09:29.022258] [DEBUG] [REMOTE    ] KGC: Fetching historical data.
[2025-11-16T05:09:29.033722] [DEBUG] [MAG       ] CMPO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:29.037442] [DEBUG] [REMOTE    ] KGC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:29.038177] [DEBUG] [LOCAL     ] Loaded configuration for KGC: 4 features, N/A% accuracy
[2025-11-16T05:09:29.038255] [INFO ] [LOCAL     ] KGC: Loaded 4 optimal features with 53.36% confidence from JSON config
[2025-11-16T05:09:29.038303] [DEBUG] [MAG       ] Building data for symbol: KGC with lookback: 0
[2025-11-16T05:09:29.039249] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:29.039346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:29.044359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:29.046280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:29.046899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:29.047468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:29.110612] [DEBUG] [MAG       ] AWF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:29.117495] [DEBUG] [MAG       ] DSM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:29.136775] [INFO ] [LOCAL     ] CMPO: Saved forecast.
[2025-11-16T05:09:29.136897] [INFO ] [main      ] CMPO: Signal=1 (Conf=80.0%), Magnitude=-3.29% (Conf=40.2219%)
[2025-11-16T05:09:29.137401] [INFO ] [main      ] Fetching symbol history for PKG...
[2025-11-16T05:09:29.137462] [DEBUG] [REMOTE    ] PKG: Fetching historical data.
[2025-11-16T05:09:29.138751] [INFO ] [main      ] Progress: 266/472 forecasts completed (56.4%). CMPO finished in 0.7s. ETA: 36.7s. Rate: 336.67 forecasts/min
[2025-11-16T05:09:29.153468] [DEBUG] [REMOTE    ] PKG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:29.154448] [DEBUG] [LOCAL     ] Loaded configuration for PKG: 7 features, N/A% accuracy
[2025-11-16T05:09:29.154516] [INFO ] [LOCAL     ] PKG: Loaded 7 optimal features with 53.08% confidence from JSON config
[2025-11-16T05:09:29.154555] [DEBUG] [MAG       ] Building data for symbol: PKG with lookback: 0
[2025-11-16T05:09:29.155522] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:29.155610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:29.160860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:29.162785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:29.163335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:29.163820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:29.164815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:29.166079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:29.179948] [INFO ] [LOCAL     ] AWF: Saved forecast.
[2025-11-16T05:09:29.180066] [INFO ] [main      ] AWF: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=38.9094%)
[2025-11-16T05:09:29.180562] [INFO ] [main      ] Fetching symbol history for PRO...
[2025-11-16T05:09:29.180631] [DEBUG] [REMOTE    ] PRO: Fetching historical data.
[2025-11-16T05:09:29.180787] [INFO ] [main      ] Progress: 267/472 forecasts completed (56.6%). AWF finished in 0.7s. ETA: 36.4s. Rate: 337.64 forecasts/min
[2025-11-16T05:09:29.194848] [DEBUG] [REMOTE    ] PRO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:29.195824] [DEBUG] [LOCAL     ] Loaded configuration for PRO: 6 features, N/A% accuracy
[2025-11-16T05:09:29.195891] [INFO ] [LOCAL     ] PRO: Loaded 6 optimal features with 22.13% confidence from JSON config
[2025-11-16T05:09:29.195938] [DEBUG] [MAG       ] Building data for symbol: PRO with lookback: 0
[2025-11-16T05:09:29.196904] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:29.196986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:29.198765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:29.199350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:29.199846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:29.200615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:29.256469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:29.256765] [INFO ] [LOCAL     ] DSM: Saved forecast.
[2025-11-16T05:09:29.256885] [INFO ] [main      ] DSM: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=39.7623%)
[2025-11-16T05:09:29.257079] [INFO ] [main      ] Fetching symbol history for RYN...
[2025-11-16T05:09:29.257170] [DEBUG] [REMOTE    ] RYN: Fetching historical data.
[2025-11-16T05:09:29.258815] [INFO ] [main      ] Progress: 268/472 forecasts completed (56.8%). DSM finished in 0.7s. ETA: 36.2s. Rate: 338.35 forecasts/min
[2025-11-16T05:09:29.277491] [DEBUG] [REMOTE    ] RYN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:29.278738] [DEBUG] [LOCAL     ] Loaded configuration for RYN: 3 features, N/A% accuracy
[2025-11-16T05:09:29.278870] [INFO ] [LOCAL     ] RYN: Loaded 3 optimal features with 52.33% confidence from JSON config
[2025-11-16T05:09:29.278973] [DEBUG] [MAG       ] Building data for symbol: RYN with lookback: 0
[2025-11-16T05:09:29.279943] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:29.280105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:29.285237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:29.287236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:09:29.291356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:29.336060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:09:29.338156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:29.422041] [DEBUG] [MAG       ] KGC: Last date is validated at 2025-11-14
[2025-11-16T05:09:29.612137] [DEBUG] [MAG       ] KGC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:29.641475] [DEBUG] [MAG       ] PKG: Last date is validated at 2025-11-14
[2025-11-16T05:09:29.722213] [INFO ] [LOCAL     ] KGC: Saved forecast.
[2025-11-16T05:09:29.722377] [INFO ] [main      ] KGC: Signal=1 (Conf=80.0%), Magnitude=-2.58% (Conf=53.3586%)
[2025-11-16T05:09:29.723236] [INFO ] [main      ] Fetching symbol history for SKM...
[2025-11-16T05:09:29.723515] [DEBUG] [REMOTE    ] SKM: Fetching historical data.
[2025-11-16T05:09:29.724771] [INFO ] [main      ] Progress: 269/472 forecasts completed (57.0%). KGC finished in 0.7s. ETA: 36.2s. Rate: 336.31 forecasts/min
[2025-11-16T05:09:29.745923] [DEBUG] [REMOTE    ] SKM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:29.747036] [DEBUG] [LOCAL     ] Loaded configuration for SKM: 3 features, N/A% accuracy
[2025-11-16T05:09:29.747185] [INFO ] [LOCAL     ] SKM: Loaded 3 optimal features with 56.35% confidence from JSON config
[2025-11-16T05:09:29.747305] [DEBUG] [MAG       ] Building data for symbol: SKM with lookback: 0
[2025-11-16T05:09:29.748626] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:29.748815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:29.749385] [DEBUG] [MAG       ] RYN: Last date is validated at 2025-11-14
[2025-11-16T05:09:29.750366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:29.750371] [DEBUG] [MAG       ] PRO: Last date is validated at 2025-11-14
[2025-11-16T05:09:29.753616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:29.756027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:29.860457] [DEBUG] [MAG       ] PKG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:29.992879] [DEBUG] [MAG       ] RYN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:30.002032] [DEBUG] [MAG       ] PRO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:30.053174] [INFO ] [LOCAL     ] PKG: Saved forecast.
[2025-11-16T05:09:30.053472] [INFO ] [main      ] PKG: Signal=1 (Conf=80.0%), Magnitude=4.05% (Conf=53.0828%)
[2025-11-16T05:09:30.053829] [INFO ] [main      ] Fetching symbol history for BHVN...
[2025-11-16T05:09:30.053956] [DEBUG] [REMOTE    ] BHVN: Fetching historical data.
[2025-11-16T05:09:30.055492] [INFO ] [main      ] Progress: 270/472 forecasts completed (57.2%). PKG finished in 0.9s. ETA: 36.2s. Rate: 335.25 forecasts/min
[2025-11-16T05:09:30.075892] [DEBUG] [REMOTE    ] BHVN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:30.077219] [DEBUG] [LOCAL     ] Loaded configuration for BHVN: 5 features, N/A% accuracy
[2025-11-16T05:09:30.077391] [INFO ] [LOCAL     ] BHVN: Loaded 5 optimal features with 56.14% confidence from JSON config
[2025-11-16T05:09:30.077539] [DEBUG] [MAG       ] Building data for symbol: BHVN with lookback: 0
[2025-11-16T05:09:30.079102] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:30.079283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:30.087272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:30.089387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:30.091255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:30.095548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:09:30.098341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:30.107709] [INFO ] [LOCAL     ] RYN: Saved forecast.
[2025-11-16T05:09:30.107855] [INFO ] [main      ] RYN: Signal=1 (Conf=80.0%), Magnitude=-0.97% (Conf=52.3309%)
[2025-11-16T05:09:30.108131] [INFO ] [main      ] Fetching symbol history for EPR...
[2025-11-16T05:09:30.108219] [DEBUG] [REMOTE    ] EPR: Fetching historical data.
[2025-11-16T05:09:30.109268] [INFO ] [main      ] Progress: 271/472 forecasts completed (57.4%). RYN finished in 0.9s. ETA: 35.9s. Rate: 336.12 forecasts/min
[2025-11-16T05:09:30.126294] [DEBUG] [REMOTE    ] EPR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:30.127522] [DEBUG] [LOCAL     ] Loaded configuration for EPR: 3 features, N/A% accuracy
[2025-11-16T05:09:30.127701] [INFO ] [LOCAL     ] EPR: Loaded 3 optimal features with 40.37% confidence from JSON config
[2025-11-16T05:09:30.127806] [DEBUG] [MAG       ] Building data for symbol: EPR with lookback: 0
[2025-11-16T05:09:30.128891] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:30.129040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:30.129949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:30.136052] [INFO ] [LOCAL     ] PRO: Saved forecast.
[2025-11-16T05:09:30.136174] [INFO ] [main      ] PRO: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=22.1277%)
[2025-11-16T05:09:30.136394] [INFO ] [main      ] Fetching symbol history for SNA...
[2025-11-16T05:09:30.136474] [DEBUG] [REMOTE    ] SNA: Fetching historical data.
[2025-11-16T05:09:30.137433] [INFO ] [main      ] Progress: 272/472 forecasts completed (57.6%). PRO finished in 1.0s. ETA: 35.6s. Rate: 337.16 forecasts/min
[2025-11-16T05:09:30.152575] [DEBUG] [REMOTE    ] SNA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:30.153619] [DEBUG] [LOCAL     ] Loaded configuration for SNA: 6 features, N/A% accuracy
[2025-11-16T05:09:30.153713] [INFO ] [LOCAL     ] SNA: Loaded 6 optimal features with 55.38% confidence from JSON config
[2025-11-16T05:09:30.153761] [DEBUG] [MAG       ] Building data for symbol: SNA with lookback: 0
[2025-11-16T05:09:30.154817] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:30.154908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:30.160478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:30.161760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:30.294487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:30.295931] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:30.301320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:30.341991] [DEBUG] [MAG       ] SKM: Last date is validated at 2025-11-14
[2025-11-16T05:09:30.361943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:30.365846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:09:30.367771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:30.533269] [DEBUG] [MAG       ] BHVN: Last date is validated at 2025-11-14
[2025-11-16T05:09:30.576732] [DEBUG] [MAG       ] SKM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:30.665364] [INFO ] [LOCAL     ] SKM: Saved forecast.
[2025-11-16T05:09:30.665674] [INFO ] [main      ] SKM: Signal=1 (Conf=80.0%), Magnitude=-1.21% (Conf=56.3521%)
[2025-11-16T05:09:30.666251] [INFO ] [main      ] Fetching symbol history for DBI...
[2025-11-16T05:09:30.666372] [DEBUG] [REMOTE    ] DBI: Fetching historical data.
[2025-11-16T05:09:30.666766] [INFO ] [main      ] Progress: 273/472 forecasts completed (57.8%). SKM finished in 0.9s. ETA: 35.7s. Rate: 334.74 forecasts/min
[2025-11-16T05:09:30.670318] [DEBUG] [MAG       ] EPR: Last date is validated at 2025-11-14
[2025-11-16T05:09:30.683004] [DEBUG] [REMOTE    ] DBI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:30.683897] [DEBUG] [LOCAL     ] Loaded configuration for DBI: 3 features, N/A% accuracy
[2025-11-16T05:09:30.684027] [INFO ] [LOCAL     ] DBI: Loaded 3 optimal features with 64.42% confidence from JSON config
[2025-11-16T05:09:30.684169] [DEBUG] [MAG       ] Building data for symbol: DBI with lookback: 0
[2025-11-16T05:09:30.685421] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:30.685566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:30.691094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:30.692084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:30.693110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:30.718143] [DEBUG] [MAG       ] BHVN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:30.743413] [DEBUG] [MAG       ] SNA: Last date is validated at 2025-11-14
[2025-11-16T05:09:30.830869] [INFO ] [LOCAL     ] BHVN: Saved forecast.
[2025-11-16T05:09:30.830978] [INFO ] [main      ] BHVN: Signal=1 (Conf=80.0%), Magnitude=-5.21% (Conf=56.1358%)
[2025-11-16T05:09:30.831492] [INFO ] [main      ] Fetching symbol history for MGM...
[2025-11-16T05:09:30.831552] [DEBUG] [REMOTE    ] MGM: Fetching historical data.
[2025-11-16T05:09:30.831740] [INFO ] [main      ] Progress: 274/472 forecasts completed (58.1%). BHVN finished in 0.8s. ETA: 35.5s. Rate: 334.84 forecasts/min
[2025-11-16T05:09:30.845616] [DEBUG] [MAG       ] EPR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:30.847534] [DEBUG] [REMOTE    ] MGM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:30.848907] [DEBUG] [LOCAL     ] Loaded configuration for MGM: 4 features, N/A% accuracy
[2025-11-16T05:09:30.848978] [INFO ] [LOCAL     ] MGM: Loaded 4 optimal features with 43.65% confidence from JSON config
[2025-11-16T05:09:30.849019] [DEBUG] [MAG       ] Building data for symbol: MGM with lookback: 0
[2025-11-16T05:09:30.850353] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:30.850435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:30.855732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:30.856696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:30.857908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:30.860961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:30.927814] [DEBUG] [MAG       ] SNA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:30.941960] [INFO ] [LOCAL     ] EPR: Saved forecast.
[2025-11-16T05:09:30.942266] [INFO ] [main      ] EPR: Signal=1 (Conf=80.0%), Magnitude=-0.76% (Conf=40.366%)
[2025-11-16T05:09:30.942511] [INFO ] [main      ] Fetching symbol history for NBHC...
[2025-11-16T05:09:30.942625] [DEBUG] [REMOTE    ] NBHC: Fetching historical data.
[2025-11-16T05:09:30.943475] [INFO ] [main      ] Progress: 275/472 forecasts completed (58.3%). EPR finished in 0.8s. ETA: 35.3s. Rate: 335.30 forecasts/min
[2025-11-16T05:09:30.955363] [DEBUG] [REMOTE    ] NBHC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:30.956371] [DEBUG] [LOCAL     ] Loaded configuration for NBHC: 0 features, N/A% accuracy
[2025-11-16T05:09:30.956513] [INFO ] [LOCAL     ] NBHC: Loaded 0 optimal features with 54.14% confidence from JSON config
[2025-11-16T05:09:30.956614] [DEBUG] [MAG       ] Building data for symbol: NBHC with lookback: 0
[2025-11-16T05:09:30.957528] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:09:31.044968] [DEBUG] [MAG       ] DBI: Last date is validated at 2025-11-14
[2025-11-16T05:09:31.096982] [INFO ] [LOCAL     ] SNA: Saved forecast.
[2025-11-16T05:09:31.097099] [INFO ] [main      ] SNA: Signal=1 (Conf=80.0%), Magnitude=-1.70% (Conf=55.3843%)
[2025-11-16T05:09:31.097363] [INFO ] [main      ] Fetching symbol history for IQI...
[2025-11-16T05:09:31.097421] [DEBUG] [REMOTE    ] IQI: Fetching historical data.
[2025-11-16T05:09:31.098467] [INFO ] [main      ] Progress: 276/472 forecasts completed (58.5%). SNA finished in 1.0s. ETA: 35.1s. Rate: 335.46 forecasts/min
[2025-11-16T05:09:31.111437] [DEBUG] [REMOTE    ] IQI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:31.112155] [DEBUG] [LOCAL     ] Loaded configuration for IQI: 8 features, N/A% accuracy
[2025-11-16T05:09:31.112220] [INFO ] [LOCAL     ] IQI: Loaded 8 optimal features with 41.13% confidence from JSON config
[2025-11-16T05:09:31.112259] [DEBUG] [MAG       ] Building data for symbol: IQI with lookback: 0
[2025-11-16T05:09:31.113249] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:31.113334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:31.114334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:31.117085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:31.118468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:31.208756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:31.209849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:31.209902] [DEBUG] [MAG       ] MGM: Last date is validated at 2025-11-14
[2025-11-16T05:09:31.211761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:31.214842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:09:31.216674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:31.218416] [DEBUG] [MAG       ] DBI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:31.290465] [INFO ] [LOCAL     ] DBI: Saved forecast.
[2025-11-16T05:09:31.290802] [INFO ] [main      ] DBI: Signal=1 (Conf=80.0%), Magnitude=-6.21% (Conf=64.4225%)
[2025-11-16T05:09:31.291295] [INFO ] [main      ] Fetching symbol history for NC...
[2025-11-16T05:09:31.291413] [DEBUG] [REMOTE    ] NC: Fetching historical data.
[2025-11-16T05:09:31.291771] [INFO ] [main      ] Progress: 277/472 forecasts completed (58.7%). DBI finished in 0.6s. ETA: 34.9s. Rate: 335.36 forecasts/min
[2025-11-16T05:09:31.306338] [DEBUG] [REMOTE    ] NC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:31.307507] [DEBUG] [LOCAL     ] Loaded configuration for NC: 8 features, N/A% accuracy
[2025-11-16T05:09:31.307615] [INFO ] [LOCAL     ] NC: Loaded 8 optimal features with 57.52% confidence from JSON config
[2025-11-16T05:09:31.307717] [DEBUG] [MAG       ] Building data for symbol: NC with lookback: 0
[2025-11-16T05:09:31.308755] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:31.308883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:31.310149] [DEBUG] [MAG       ] NBHC: Last date is validated at 2025-11-14
[2025-11-16T05:09:31.314313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:31.316552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:31.317186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:31.317679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:31.318599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:31.320307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:31.322519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:31.327409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:31.393370] [DEBUG] [MAG       ] MGM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:31.482884] [DEBUG] [MAG       ] NBHC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:31.510550] [INFO ] [LOCAL     ] MGM: Saved forecast.
[2025-11-16T05:09:31.510685] [INFO ] [main      ] MGM: Signal=1 (Conf=80.0%), Magnitude=0.28% (Conf=43.6464%)
[2025-11-16T05:09:31.510898] [INFO ] [main      ] Fetching symbol history for TREX...
[2025-11-16T05:09:31.510977] [DEBUG] [REMOTE    ] TREX: Fetching historical data.
[2025-11-16T05:09:31.513747] [INFO ] [main      ] Progress: 278/472 forecasts completed (58.9%). MGM finished in 0.7s. ETA: 34.7s. Rate: 335.07 forecasts/min
[2025-11-16T05:09:31.525858] [DEBUG] [REMOTE    ] TREX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:31.526841] [DEBUG] [LOCAL     ] Loaded configuration for TREX: 9 features, N/A% accuracy
[2025-11-16T05:09:31.526908] [INFO ] [LOCAL     ] TREX: Loaded 9 optimal features with 50.85% confidence from JSON config
[2025-11-16T05:09:31.526947] [DEBUG] [MAG       ] Building data for symbol: TREX with lookback: 0
[2025-11-16T05:09:31.527937] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:31.528021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:31.533358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:31.535566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:31.536251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:31.536778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:31.571377] [DEBUG] [MAG       ] IQI: Last date is validated at 2025-11-14
[2025-11-16T05:09:31.584523] [INFO ] [LOCAL     ] NBHC: Saved forecast.
[2025-11-16T05:09:31.584728] [INFO ] [main      ] NBHC: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=54.1425%)
[2025-11-16T05:09:31.585342] [INFO ] [main      ] Fetching symbol history for TKR...
[2025-11-16T05:09:31.585430] [DEBUG] [REMOTE    ] TKR: Fetching historical data.
[2025-11-16T05:09:31.585437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:31.585838] [INFO ] [main      ] Progress: 279/472 forecasts completed (59.1%). NBHC finished in 0.6s. ETA: 34.5s. Rate: 335.79 forecasts/min
[2025-11-16T05:09:31.600465] [DEBUG] [REMOTE    ] TKR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:31.601445] [DEBUG] [LOCAL     ] Loaded configuration for TKR: 1 features, N/A% accuracy
[2025-11-16T05:09:31.601606] [INFO ] [LOCAL     ] TKR: Loaded 1 optimal features with 61.36% confidence from JSON config
[2025-11-16T05:09:31.601757] [DEBUG] [MAG       ] Building data for symbol: TKR with lookback: 0
[2025-11-16T05:09:31.603178] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:31.603421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:31.610532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:31.645814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:09:31.649708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:09:31.650568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:31.651721] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:31.671610] [DEBUG] [MAG       ] NC: Last date is validated at 2025-11-14
[2025-11-16T05:09:31.741421] [DEBUG] [MAG       ] IQI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:31.815297] [INFO ] [LOCAL     ] IQI: Saved forecast.
[2025-11-16T05:09:31.815415] [INFO ] [main      ] IQI: Signal=1 (Conf=80.0%), Magnitude=-0.05% (Conf=41.1333%)
[2025-11-16T05:09:31.816072] [INFO ] [main      ] Fetching symbol history for JOE...
[2025-11-16T05:09:31.815950] [INFO ] [main      ] Progress: 280/472 forecasts completed (59.3%). IQI finished in 0.7s. ETA: 34.3s. Rate: 335.45 forecasts/min
[2025-11-16T05:09:31.816137] [DEBUG] [REMOTE    ] JOE: Fetching historical data.
[2025-11-16T05:09:31.831278] [DEBUG] [REMOTE    ] JOE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:31.831927] [DEBUG] [LOCAL     ] Loaded configuration for JOE: 3 features, N/A% accuracy
[2025-11-16T05:09:31.832021] [INFO ] [LOCAL     ] JOE: Loaded 3 optimal features with 60.87% confidence from JSON config
[2025-11-16T05:09:31.832072] [DEBUG] [MAG       ] Building data for symbol: JOE with lookback: 0
[2025-11-16T05:09:31.833024] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:31.833247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:31.835160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:31.835864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:31.836795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:31.843395] [DEBUG] [MAG       ] NC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:31.957509] [INFO ] [LOCAL     ] NC: Saved forecast.
[2025-11-16T05:09:31.957664] [INFO ] [main      ] NC: Signal=1 (Conf=80.0%), Magnitude=-3.82% (Conf=57.5236%)
[2025-11-16T05:09:31.958216] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-11-16T05:09:31.958287] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-11-16T05:09:31.959368] [INFO ] [main      ] Progress: 281/472 forecasts completed (59.5%). NC finished in 0.7s. ETA: 34.1s. Rate: 335.69 forecasts/min
[2025-11-16T05:09:31.973775] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:31.974816] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-11-16T05:09:31.974947] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-11-16T05:09:31.975044] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-11-16T05:09:31.976203] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:31.976356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:31.978299] [DEBUG] [MAG       ] TKR: Last date is validated at 2025-11-14
[2025-11-16T05:09:31.981917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:31.984148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:31.984861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:31.985420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:31.986375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:31.989025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:31.990420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:09:31.991282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:31.992099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:31.998353] [DEBUG] [MAG       ] TREX: Last date is validated at 2025-11-14
[2025-11-16T05:09:32.153959] [DEBUG] [MAG       ] TKR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:32.168433] [DEBUG] [MAG       ] TREX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:32.179437] [DEBUG] [MAG       ] JOE: Last date is validated at 2025-11-14
[2025-11-16T05:09:32.274503] [INFO ] [LOCAL     ] TKR: Saved forecast.
[2025-11-16T05:09:32.274617] [INFO ] [main      ] TKR: Signal=1 (Conf=80.0%), Magnitude=-2.46% (Conf=61.3553%)
[2025-11-16T05:09:32.274862] [INFO ] [main      ] Fetching symbol history for TME...
[2025-11-16T05:09:32.274945] [DEBUG] [REMOTE    ] TME: Fetching historical data.
[2025-11-16T05:09:32.276451] [INFO ] [main      ] Progress: 282/472 forecasts completed (59.7%). TKR finished in 0.7s. ETA: 34.1s. Rate: 334.77 forecasts/min
[2025-11-16T05:09:32.291331] [DEBUG] [REMOTE    ] TME: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:32.292139] [DEBUG] [LOCAL     ] Loaded configuration for TME: 6 features, N/A% accuracy
[2025-11-16T05:09:32.292258] [INFO ] [LOCAL     ] TME: Loaded 6 optimal features with 51.16% confidence from JSON config
[2025-11-16T05:09:32.292398] [DEBUG] [MAG       ] Building data for symbol: TME with lookback: 0
[2025-11-16T05:09:32.293379] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:32.293518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:32.298595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:32.300565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:32.301199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:32.301794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:32.302603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:32.304980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:32.312327] [INFO ] [LOCAL     ] TREX: Saved forecast.
[2025-11-16T05:09:32.312434] [INFO ] [main      ] TREX: Signal=1 (Conf=80.0%), Magnitude=8.19% (Conf=50.8476%)
[2025-11-16T05:09:32.312635] [INFO ] [main      ] Fetching symbol history for YELP...
[2025-11-16T05:09:32.312706] [DEBUG] [REMOTE    ] YELP: Fetching historical data.
[2025-11-16T05:09:32.313876] [INFO ] [main      ] Progress: 283/472 forecasts completed (60.0%). TREX finished in 0.8s. ETA: 33.8s. Rate: 335.71 forecasts/min
[2025-11-16T05:09:32.325604] [DEBUG] [REMOTE    ] YELP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:32.327049] [DEBUG] [LOCAL     ] Loaded configuration for YELP: 4 features, N/A% accuracy
[2025-11-16T05:09:32.327175] [INFO ] [LOCAL     ] YELP: Loaded 4 optimal features with 66.79% confidence from JSON config
[2025-11-16T05:09:32.327276] [DEBUG] [MAG       ] Building data for symbol: YELP with lookback: 0
[2025-11-16T05:09:32.328192] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:32.328330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:32.330392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:32.331044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:32.331531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:32.333633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:32.347215] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-11-14
[2025-11-16T05:09:32.358858] [DEBUG] [MAG       ] JOE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:32.465948] [INFO ] [LOCAL     ] JOE: Saved forecast.
[2025-11-16T05:09:32.466072] [INFO ] [main      ] JOE: Signal=1 (Conf=80.0%), Magnitude=1.11% (Conf=60.8746%)
[2025-11-16T05:09:32.466591] [INFO ] [main      ] Fetching symbol history for SD...
[2025-11-16T05:09:32.466674] [DEBUG] [REMOTE    ] SD: Fetching historical data.
[2025-11-16T05:09:32.466803] [INFO ] [main      ] Progress: 284/472 forecasts completed (60.2%). JOE finished in 0.6s. ETA: 33.6s. Rate: 335.88 forecasts/min
[2025-11-16T05:09:32.481345] [DEBUG] [REMOTE    ] SD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:32.482070] [DEBUG] [LOCAL     ] Loaded configuration for SD: 7 features, N/A% accuracy
[2025-11-16T05:09:32.482135] [INFO ] [LOCAL     ] SD: Loaded 7 optimal features with 56.80% confidence from JSON config
[2025-11-16T05:09:32.482175] [DEBUG] [MAG       ] Building data for symbol: SD with lookback: 0
[2025-11-16T05:09:32.483125] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:32.483214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:32.488328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:32.489228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:32.490133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:32.492609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:32.519375] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:32.582634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:32.585243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:32.586753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:32.595498] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-11-16T05:09:32.595621] [INFO ] [main      ] ACCO: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=55.6902%)
[2025-11-16T05:09:32.596109] [INFO ] [main      ] Fetching symbol history for WAB...
[2025-11-16T05:09:32.596178] [DEBUG] [REMOTE    ] WAB: Fetching historical data.
[2025-11-16T05:09:32.597336] [INFO ] [main      ] Progress: 285/472 forecasts completed (60.4%). ACCO finished in 0.6s. ETA: 33.4s. Rate: 336.19 forecasts/min
[2025-11-16T05:09:32.612181] [DEBUG] [REMOTE    ] WAB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:32.612920] [DEBUG] [LOCAL     ] Loaded configuration for WAB: 9 features, N/A% accuracy
[2025-11-16T05:09:32.612986] [INFO ] [LOCAL     ] WAB: Loaded 9 optimal features with 45.43% confidence from JSON config
[2025-11-16T05:09:32.613026] [DEBUG] [MAG       ] Building data for symbol: WAB with lookback: 0
[2025-11-16T05:09:32.613954] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:32.614042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:32.619200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:32.668782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:32.670746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:32.671827] [DEBUG] [MAG       ] TME: Last date is validated at 2025-11-14
[2025-11-16T05:09:32.673073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:32.673930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:32.675150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:32.677243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:32.678403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:09:32.679167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:32.682239] [DEBUG] [MAG       ] YELP: Last date is validated at 2025-11-14
[2025-11-16T05:09:32.853538] [DEBUG] [MAG       ] TME: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:32.854674] [DEBUG] [MAG       ] YELP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:32.932495] [DEBUG] [MAG       ] SD: Last date is validated at 2025-11-14
[2025-11-16T05:09:32.953727] [INFO ] [LOCAL     ] YELP: Saved forecast.
[2025-11-16T05:09:32.953843] [INFO ] [main      ] YELP: Signal=1 (Conf=80.0%), Magnitude=2.78% (Conf=66.7862%)
[2025-11-16T05:09:32.954264] [INFO ] [main      ] Fetching symbol history for FMS...
[2025-11-16T05:09:32.954321] [DEBUG] [REMOTE    ] FMS: Fetching historical data.
[2025-11-16T05:09:32.954777] [INFO ] [main      ] Progress: 286/472 forecasts completed (60.6%). YELP finished in 0.6s. ETA: 33.3s. Rate: 335.02 forecasts/min
[2025-11-16T05:09:32.960716] [INFO ] [LOCAL     ] TME: Saved forecast.
[2025-11-16T05:09:32.960931] [INFO ] [main      ] TME: Signal=1 (Conf=80.0%), Magnitude=3.04% (Conf=51.1596%)
[2025-11-16T05:09:32.961221] [INFO ] [main      ] Fetching symbol history for SM...
[2025-11-16T05:09:32.961332] [DEBUG] [REMOTE    ] SM: Fetching historical data.
[2025-11-16T05:09:32.961741] [INFO ] [main      ] Progress: 287/472 forecasts completed (60.8%). TME finished in 0.7s. ETA: 33.0s. Rate: 336.14 forecasts/min
[2025-11-16T05:09:32.968278] [DEBUG] [REMOTE    ] FMS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:32.969028] [DEBUG] [LOCAL     ] Loaded configuration for FMS: 1 features, N/A% accuracy
[2025-11-16T05:09:32.969106] [INFO ] [LOCAL     ] FMS: Loaded 1 optimal features with 45.24% confidence from JSON config
[2025-11-16T05:09:32.969145] [DEBUG] [MAG       ] Building data for symbol: FMS with lookback: 0
[2025-11-16T05:09:32.969980] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:32.970056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:09:32.972231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:32.975751] [DEBUG] [REMOTE    ] SM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:32.976393] [DEBUG] [LOCAL     ] Loaded configuration for SM: 6 features, N/A% accuracy
[2025-11-16T05:09:32.976540] [INFO ] [LOCAL     ] SM: Loaded 6 optimal features with 45.81% confidence from JSON config
[2025-11-16T05:09:32.976706] [DEBUG] [MAG       ] Building data for symbol: SM with lookback: 0
[2025-11-16T05:09:32.977737] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:32.977877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:32.983212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:32.985257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:32.985906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:32.986394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:32.987269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:33.040534] [DEBUG] [MAG       ] WAB: Last date is validated at 2025-11-14
[2025-11-16T05:09:33.103315] [DEBUG] [MAG       ] SD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:33.122208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:33.191367] [INFO ] [LOCAL     ] SD: Saved forecast.
[2025-11-16T05:09:33.191666] [INFO ] [main      ] SD: Signal=1 (Conf=80.0%), Magnitude=1.59% (Conf=56.8015%)
[2025-11-16T05:09:33.192147] [INFO ] [main      ] Fetching symbol history for INN...
[2025-11-16T05:09:33.192274] [DEBUG] [REMOTE    ] INN: Fetching historical data.
[2025-11-16T05:09:33.192360] [INFO ] [main      ] Progress: 288/472 forecasts completed (61.0%). SD finished in 0.7s. ETA: 32.9s. Rate: 335.80 forecasts/min
[2025-11-16T05:09:33.205033] [DEBUG] [REMOTE    ] INN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:33.206041] [DEBUG] [LOCAL     ] Loaded configuration for INN: 4 features, N/A% accuracy
[2025-11-16T05:09:33.206168] [INFO ] [LOCAL     ] INN: Loaded 4 optimal features with 62.16% confidence from JSON config
[2025-11-16T05:09:33.206267] [DEBUG] [MAG       ] Building data for symbol: INN with lookback: 0
[2025-11-16T05:09:33.207228] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:33.207366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:33.212244] [DEBUG] [MAG       ] WAB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:33.333673] [DEBUG] [MAG       ] FMS: Last date is validated at 2025-11-14
[2025-11-16T05:09:33.338511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:33.339887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:33.341227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:09:33.347452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:33.381539] [INFO ] [LOCAL     ] WAB: Saved forecast.
[2025-11-16T05:09:33.381687] [INFO ] [main      ] WAB: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=45.4341%)
[2025-11-16T05:09:33.382274] [INFO ] [main      ] Progress: 289/472 forecasts completed (61.2%). WAB finished in 0.8s. ETA: 32.7s. Rate: 335.73 forecasts/min
[2025-11-16T05:09:33.382450] [INFO ] [main      ] Fetching symbol history for CSL...
[2025-11-16T05:09:33.382503] [DEBUG] [REMOTE    ] CSL: Fetching historical data.
[2025-11-16T05:09:33.397725] [DEBUG] [REMOTE    ] CSL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:33.398656] [DEBUG] [LOCAL     ] Loaded configuration for CSL: 5 features, N/A% accuracy
[2025-11-16T05:09:33.398718] [INFO ] [LOCAL     ] CSL: Loaded 5 optimal features with 62.83% confidence from JSON config
[2025-11-16T05:09:33.399200] [DEBUG] [MAG       ] Building data for symbol: CSL with lookback: 0
[2025-11-16T05:09:33.400229] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:33.400312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:33.405707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:33.407702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:33.408261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:33.408700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:09:33.410822] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:33.477712] [DEBUG] [MAG       ] SM: Last date is validated at 2025-11-14
[2025-11-16T05:09:33.507577] [DEBUG] [MAG       ] FMS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:33.586526] [INFO ] [LOCAL     ] FMS: Saved forecast.
[2025-11-16T05:09:33.586625] [INFO ] [main      ] FMS: Signal=1 (Conf=80.0%), Magnitude=-1.67% (Conf=45.24%)
[2025-11-16T05:09:33.586817] [INFO ] [main      ] Fetching symbol history for CVE...
[2025-11-16T05:09:33.586894] [DEBUG] [REMOTE    ] CVE: Fetching historical data.
[2025-11-16T05:09:33.588765] [INFO ] [main      ] Progress: 290/472 forecasts completed (61.4%). FMS finished in 0.6s. ETA: 32.5s. Rate: 335.55 forecasts/min
[2025-11-16T05:09:33.599938] [DEBUG] [REMOTE    ] CVE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:33.600756] [DEBUG] [LOCAL     ] Loaded configuration for CVE: 6 features, N/A% accuracy
[2025-11-16T05:09:33.600847] [INFO ] [LOCAL     ] CVE: Loaded 6 optimal features with 61.49% confidence from JSON config
[2025-11-16T05:09:33.600905] [DEBUG] [MAG       ] Building data for symbol: CVE with lookback: 0
[2025-11-16T05:09:33.601751] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:33.601847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:33.606772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:33.608621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:33.609158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:33.609568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:33.612020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:33.614019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:33.653755] [DEBUG] [MAG       ] SM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:33.708807] [DEBUG] [MAG       ] INN: Last date is validated at 2025-11-14
[2025-11-16T05:09:33.754479] [DEBUG] [MAG       ] CSL: Last date is validated at 2025-11-14
[2025-11-16T05:09:33.762555] [INFO ] [LOCAL     ] SM: Saved forecast.
[2025-11-16T05:09:33.762691] [INFO ] [main      ] SM: Signal=1 (Conf=80.0%), Magnitude=5.15% (Conf=45.8127%)
[2025-11-16T05:09:33.762944] [INFO ] [main      ] Fetching symbol history for CPA...
[2025-11-16T05:09:33.763000] [DEBUG] [REMOTE    ] CPA: Fetching historical data.
[2025-11-16T05:09:33.764779] [INFO ] [main      ] Progress: 291/472 forecasts completed (61.7%). SM finished in 0.8s. ETA: 32.4s. Rate: 335.57 forecasts/min
[2025-11-16T05:09:33.777359] [DEBUG] [REMOTE    ] CPA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:33.778442] [DEBUG] [LOCAL     ] Loaded configuration for CPA: 10 features, N/A% accuracy
[2025-11-16T05:09:33.778563] [INFO ] [LOCAL     ] CPA: Loaded 10 optimal features with 67.78% confidence from JSON config
[2025-11-16T05:09:33.778694] [DEBUG] [MAG       ] Building data for symbol: CPA with lookback: 0
[2025-11-16T05:09:33.779688] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:09:33.779826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:33.784909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:33.787232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:33.787908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:33.788387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:33.789202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:33.886130] [DEBUG] [MAG       ] INN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:33.921370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:33.923868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:33.925101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:09:33.925960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:33.926814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:33.928085] [DEBUG] [MAG       ] CSL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:33.952445] [DEBUG] [MAG       ] CVE: Last date is validated at 2025-11-14
[2025-11-16T05:09:33.954309] [INFO ] [LOCAL     ] INN: Saved forecast.
[2025-11-16T05:09:33.954430] [INFO ] [main      ] INN: Signal=1 (Conf=80.0%), Magnitude=1.03% (Conf=62.1579%)
[2025-11-16T05:09:33.954921] [INFO ] [main      ] Fetching symbol history for THS...
[2025-11-16T05:09:33.954989] [DEBUG] [REMOTE    ] THS: Fetching historical data.
[2025-11-16T05:09:33.955752] [INFO ] [main      ] Progress: 292/472 forecasts completed (61.9%). INN finished in 0.8s. ETA: 32.2s. Rate: 335.49 forecasts/min
[2025-11-16T05:09:33.970290] [DEBUG] [REMOTE    ] THS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:33.971348] [DEBUG] [LOCAL     ] Loaded configuration for THS: 7 features, N/A% accuracy
[2025-11-16T05:09:33.971411] [INFO ] [LOCAL     ] THS: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-11-16T05:09:33.971449] [DEBUG] [MAG       ] Building data for symbol: THS with lookback: 0
[2025-11-16T05:09:33.972384] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:33.972466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:33.977478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:33.979352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:33.979891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:34.034690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:34.037132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:34.038338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:34.040401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:34.106948] [INFO ] [LOCAL     ] CSL: Saved forecast.
[2025-11-16T05:09:34.107073] [INFO ] [main      ] CSL: Signal=1 (Conf=80.0%), Magnitude=-1.95% (Conf=62.829%)
[2025-11-16T05:09:34.107617] [INFO ] [main      ] Progress: 293/472 forecasts completed (62.1%). CSL finished in 0.7s. ETA: 32.0s. Rate: 335.66 forecasts/min
[2025-11-16T05:09:34.107814] [INFO ] [main      ] Fetching symbol history for RGR...
[2025-11-16T05:09:34.107875] [DEBUG] [REMOTE    ] RGR: Fetching historical data.
[2025-11-16T05:09:34.122873] [DEBUG] [REMOTE    ] RGR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:34.123565] [DEBUG] [LOCAL     ] Loaded configuration for RGR: 5 features, N/A% accuracy
[2025-11-16T05:09:34.123635] [INFO ] [LOCAL     ] RGR: Loaded 5 optimal features with 58.70% confidence from JSON config
[2025-11-16T05:09:34.123704] [DEBUG] [MAG       ] Building data for symbol: RGR with lookback: 0
[2025-11-16T05:09:34.124605] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:34.124709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:34.125860] [DEBUG] [MAG       ] CVE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:34.126569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:34.127221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:34.127723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:09:34.129303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:09:34.130052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:34.217075] [INFO ] [LOCAL     ] CVE: Saved forecast.
[2025-11-16T05:09:34.217197] [INFO ] [main      ] CVE: Signal=1 (Conf=80.0%), Magnitude=1.93% (Conf=61.491%)
[2025-11-16T05:09:34.217428] [INFO ] [main      ] Fetching symbol history for CF...
[2025-11-16T05:09:34.217489] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-11-16T05:09:34.218041] [INFO ] [main      ] Progress: 294/472 forecasts completed (62.3%). CVE finished in 0.6s. ETA: 31.8s. Rate: 336.10 forecasts/min
[2025-11-16T05:09:34.231994] [DEBUG] [REMOTE    ] CF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:34.232888] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-11-16T05:09:34.233024] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-11-16T05:09:34.233125] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-11-16T05:09:34.234221] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:34.234386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:34.236820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:34.237512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:34.238052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:34.277486] [DEBUG] [MAG       ] CPA: Last date is validated at 2025-11-14
[2025-11-16T05:09:34.364357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:34.387200] [DEBUG] [MAG       ] THS: Last date is validated at 2025-11-14
[2025-11-16T05:09:34.452763] [DEBUG] [MAG       ] CPA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:34.490913] [DEBUG] [MAG       ] RGR: Last date is validated at 2025-11-14
[2025-11-16T05:09:34.558531] [DEBUG] [MAG       ] THS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:34.580767] [INFO ] [LOCAL     ] CPA: Saved forecast.
[2025-11-16T05:09:34.581084] [INFO ] [main      ] CPA: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=67.7822%)
[2025-11-16T05:09:34.581368] [INFO ] [main      ] Fetching symbol history for CII...
[2025-11-16T05:09:34.581493] [DEBUG] [REMOTE    ] CII: Fetching historical data.
[2025-11-16T05:09:34.582053] [INFO ] [main      ] Progress: 295/472 forecasts completed (62.5%). CPA finished in 0.8s. ETA: 31.7s. Rate: 334.92 forecasts/min
[2025-11-16T05:09:34.597074] [DEBUG] [REMOTE    ] CII: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:34.598155] [DEBUG] [LOCAL     ] Loaded configuration for CII: 0 features, N/A% accuracy
[2025-11-16T05:09:34.598284] [INFO ] [LOCAL     ] CII: Loaded 0 optimal features with 56.10% confidence from JSON config
[2025-11-16T05:09:34.598383] [DEBUG] [MAG       ] Building data for symbol: CII with lookback: 0
[2025-11-16T05:09:34.599463] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:09:34.668352] [DEBUG] [MAG       ] RGR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:34.668824] [INFO ] [LOCAL     ] THS: Saved forecast.
[2025-11-16T05:09:34.668954] [INFO ] [main      ] THS: Signal=1 (Conf=80.0%), Magnitude=1.18% (Conf=47.4941%)
[2025-11-16T05:09:34.669381] [INFO ] [main      ] Fetching symbol history for KEN...
[2025-11-16T05:09:34.669443] [DEBUG] [REMOTE    ] KEN: Fetching historical data.
[2025-11-16T05:09:34.669764] [INFO ] [main      ] Progress: 296/472 forecasts completed (62.7%). THS finished in 0.7s. ETA: 31.5s. Rate: 335.50 forecasts/min
[2025-11-16T05:09:34.681317] [DEBUG] [REMOTE    ] KEN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:34.682111] [DEBUG] [LOCAL     ] Loaded configuration for KEN: 7 features, N/A% accuracy
[2025-11-16T05:09:34.682172] [INFO ] [LOCAL     ] KEN: Loaded 7 optimal features with 64.12% confidence from JSON config
[2025-11-16T05:09:34.682208] [DEBUG] [MAG       ] Building data for symbol: KEN with lookback: 0
[2025-11-16T05:09:34.683198] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:34.683277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:34.688158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:34.690094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:34.690609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:34.691098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:34.693514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:34.695450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:34.696944] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:34.710133] [DEBUG] [MAG       ] CF: Last date is validated at 2025-11-14
[2025-11-16T05:09:34.772198] [INFO ] [LOCAL     ] RGR: Saved forecast.
[2025-11-16T05:09:34.772314] [INFO ] [main      ] RGR: Signal=1 (Conf=80.0%), Magnitude=0.59% (Conf=58.6954%)
[2025-11-16T05:09:34.772954] [INFO ] [main      ] Progress: 297/472 forecasts completed (62.9%). RGR finished in 0.7s. ETA: 31.3s. Rate: 335.98 forecasts/min
[2025-11-16T05:09:34.773168] [INFO ] [main      ] Fetching symbol history for PGRE...
[2025-11-16T05:09:34.773249] [DEBUG] [REMOTE    ] PGRE: Fetching historical data.
[2025-11-16T05:09:34.788720] [DEBUG] [REMOTE    ] PGRE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:34.789533] [DEBUG] [LOCAL     ] Loaded configuration for PGRE: 9 features, N/A% accuracy
[2025-11-16T05:09:34.789593] [INFO ] [LOCAL     ] PGRE: Loaded 9 optimal features with 40.73% confidence from JSON config
[2025-11-16T05:09:34.789674] [DEBUG] [MAG       ] Building data for symbol: PGRE with lookback: 0
[2025-11-16T05:09:34.790622] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:34.790727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:34.795926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:34.797958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:34.798503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:34.798983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:34.799409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:34.881107] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:34.937777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:34.939526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:34.941615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:09:34.943398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:34.960840] [DEBUG] [MAG       ] CII: Last date is validated at 2025-11-14
[2025-11-16T05:09:35.001386] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-11-16T05:09:35.001504] [INFO ] [main      ] CF: Signal=1 (Conf=80.0%), Magnitude=4.27% (Conf=59.2726%)
[2025-11-16T05:09:35.001745] [INFO ] [main      ] Fetching symbol history for NUVB...
[2025-11-16T05:09:35.001811] [DEBUG] [REMOTE    ] NUVB: Fetching historical data.
[2025-11-16T05:09:35.002919] [INFO ] [main      ] Progress: 298/472 forecasts completed (63.1%). CF finished in 0.8s. ETA: 31.1s. Rate: 335.65 forecasts/min
[2025-11-16T05:09:35.014423] [DEBUG] [REMOTE    ] NUVB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:35.015162] [DEBUG] [LOCAL     ] Loaded configuration for NUVB: 4 features, N/A% accuracy
[2025-11-16T05:09:35.015280] [INFO ] [LOCAL     ] NUVB: Loaded 4 optimal features with 57.21% confidence from JSON config
[2025-11-16T05:09:35.015377] [DEBUG] [MAG       ] Building data for symbol: NUVB with lookback: 0
[2025-11-16T05:09:35.016246] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:35.016379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:35.018173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:35.018787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:35.021219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:35.035800] [DEBUG] [MAG       ] KEN: Last date is validated at 2025-11-14
[2025-11-16T05:09:35.135980] [DEBUG] [MAG       ] CII: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:35.145776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:35.202656] [INFO ] [LOCAL     ] CII: Saved forecast.
[2025-11-16T05:09:35.202776] [INFO ] [main      ] CII: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=56.0999%)
[2025-11-16T05:09:35.203029] [INFO ] [main      ] Fetching symbol history for MPX...
[2025-11-16T05:09:35.203086] [DEBUG] [REMOTE    ] MPX: Fetching historical data.
[2025-11-16T05:09:35.204241] [INFO ] [main      ] Progress: 299/472 forecasts completed (63.3%). CII finished in 0.6s. ETA: 30.9s. Rate: 335.51 forecasts/min
[2025-11-16T05:09:35.204899] [DEBUG] [MAG       ] KEN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:35.217396] [DEBUG] [REMOTE    ] MPX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:35.218793] [DEBUG] [LOCAL     ] Loaded configuration for MPX: 7 features, N/A% accuracy
[2025-11-16T05:09:35.219191] [INFO ] [LOCAL     ] MPX: Loaded 7 optimal features with 46.85% confidence from JSON config
[2025-11-16T05:09:35.219333] [DEBUG] [MAG       ] Building data for symbol: MPX with lookback: 0
[2025-11-16T05:09:35.220759] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:35.221245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:35.227010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:35.284103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:35.287990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:35.289388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:35.291638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:35.292529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:09:35.293797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:35.304787] [DEBUG] [MAG       ] PGRE: Last date is validated at 2025-11-14
[2025-11-16T05:09:35.308840] [INFO ] [LOCAL     ] KEN: Saved forecast.
[2025-11-16T05:09:35.308967] [INFO ] [main      ] KEN: Signal=1 (Conf=80.0%), Magnitude=1.52% (Conf=64.1153%)
[2025-11-16T05:09:35.309137] [INFO ] [main      ] Fetching symbol history for HTH...
[2025-11-16T05:09:35.309215] [DEBUG] [REMOTE    ] HTH: Fetching historical data.
[2025-11-16T05:09:35.310093] [INFO ] [main      ] Progress: 300/472 forecasts completed (63.6%). KEN finished in 0.6s. ETA: 30.7s. Rate: 335.97 forecasts/min
[2025-11-16T05:09:35.322264] [DEBUG] [REMOTE    ] HTH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:35.323094] [DEBUG] [LOCAL     ] Loaded configuration for HTH: 2 features, N/A% accuracy
[2025-11-16T05:09:35.323157] [INFO ] [LOCAL     ] HTH: Loaded 2 optimal features with 58.00% confidence from JSON config
[2025-11-16T05:09:35.323195] [DEBUG] [MAG       ] Building data for symbol: HTH with lookback: 0
[2025-11-16T05:09:35.324018] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:35.324093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:35.411559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:35.431390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:35.476026] [DEBUG] [MAG       ] PGRE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:35.486996] [DEBUG] [MAG       ] NUVB: Last date is validated at 2025-11-14
[2025-11-16T05:09:35.547050] [INFO ] [LOCAL     ] PGRE: Saved forecast.
[2025-11-16T05:09:35.547171] [INFO ] [main      ] PGRE: Signal=1 (Conf=80.0%), Magnitude=0.02% (Conf=40.726%)
[2025-11-16T05:09:35.547698] [INFO ] [main      ] Fetching symbol history for REZI...
[2025-11-16T05:09:35.547760] [DEBUG] [REMOTE    ] REZI: Fetching historical data.
[2025-11-16T05:09:35.547775] [INFO ] [main      ] Progress: 301/472 forecasts completed (63.8%). PGRE finished in 0.8s. ETA: 30.6s. Rate: 335.60 forecasts/min
[2025-11-16T05:09:35.562704] [DEBUG] [REMOTE    ] REZI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:35.563366] [DEBUG] [LOCAL     ] Loaded configuration for REZI: 11 features, N/A% accuracy
[2025-11-16T05:09:35.563422] [INFO ] [LOCAL     ] REZI: Loaded 11 optimal features with 41.33% confidence from JSON config
[2025-11-16T05:09:35.563461] [DEBUG] [MAG       ] Building data for symbol: REZI with lookback: 0
[2025-11-16T05:09:35.564357] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:09:35.564441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:35.566238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:35.567052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:35.567534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:35.568347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:35.570799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:35.658262] [DEBUG] [MAG       ] MPX: Last date is validated at 2025-11-14
[2025-11-16T05:09:35.666988] [DEBUG] [MAG       ] NUVB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:35.697896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:35.736580] [INFO ] [LOCAL     ] NUVB: Saved forecast.
[2025-11-16T05:09:35.736924] [INFO ] [main      ] NUVB: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=57.2119%)
[2025-11-16T05:09:35.737493] [INFO ] [main      ] Progress: 302/472 forecasts completed (64.0%). NUVB finished in 0.7s. ETA: 30.4s. Rate: 335.53 forecasts/min
[2025-11-16T05:09:35.737817] [INFO ] [main      ] Fetching symbol history for TDY...
[2025-11-16T05:09:35.737929] [DEBUG] [REMOTE    ] TDY: Fetching historical data.
[2025-11-16T05:09:35.752657] [DEBUG] [REMOTE    ] TDY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:35.753565] [DEBUG] [LOCAL     ] Loaded configuration for TDY: 9 features, N/A% accuracy
[2025-11-16T05:09:35.753630] [INFO ] [LOCAL     ] TDY: Loaded 9 optimal features with 63.42% confidence from JSON config
[2025-11-16T05:09:35.753693] [DEBUG] [MAG       ] Building data for symbol: TDY with lookback: 0
[2025-11-16T05:09:35.754734] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:35.754821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:35.756763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:35.756893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:35.757363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:35.757879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:35.758294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:35.758489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:35.759268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:35.759294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:35.759930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:35.760246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:35.761406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:35.762629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:09:35.765629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:35.769601] [DEBUG] [MAG       ] HTH: Last date is validated at 2025-11-14
[2025-11-16T05:09:35.779995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:35.838677] [DEBUG] [MAG       ] MPX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:35.920503] [INFO ] [LOCAL     ] MPX: Saved forecast.
[2025-11-16T05:09:35.920660] [INFO ] [main      ] MPX: Signal=1 (Conf=80.0%), Magnitude=-0.89% (Conf=46.8459%)
[2025-11-16T05:09:35.920939] [INFO ] [main      ] Fetching symbol history for HMY...
[2025-11-16T05:09:35.921001] [DEBUG] [REMOTE    ] HMY: Fetching historical data.
[2025-11-16T05:09:35.921483] [INFO ] [main      ] Progress: 303/472 forecasts completed (64.2%). MPX finished in 0.7s. ETA: 30.2s. Rate: 335.50 forecasts/min
[2025-11-16T05:09:35.936267] [DEBUG] [REMOTE    ] HMY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:35.937272] [DEBUG] [LOCAL     ] Loaded configuration for HMY: 4 features, N/A% accuracy
[2025-11-16T05:09:35.937354] [INFO ] [LOCAL     ] HMY: Loaded 4 optimal features with 57.42% confidence from JSON config
[2025-11-16T05:09:35.937435] [DEBUG] [MAG       ] Building data for symbol: HMY with lookback: 0
[2025-11-16T05:09:35.937856] [DEBUG] [MAG       ] HTH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:35.938455] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:35.938532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:35.940431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:35.941134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:35.941604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:35.943628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:36.023689] [INFO ] [LOCAL     ] HTH: Saved forecast.
[2025-11-16T05:09:36.023793] [INFO ] [main      ] HTH: Signal=1 (Conf=80.0%), Magnitude=0.36% (Conf=57.9952%)
[2025-11-16T05:09:36.023989] [INFO ] [main      ] Fetching symbol history for CLB...
[2025-11-16T05:09:36.024041] [DEBUG] [REMOTE    ] CLB: Fetching historical data.
[2025-11-16T05:09:36.025216] [INFO ] [main      ] Progress: 304/472 forecasts completed (64.4%). HTH finished in 0.7s. ETA: 30.0s. Rate: 335.96 forecasts/min
[2025-11-16T05:09:36.037355] [DEBUG] [REMOTE    ] CLB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:36.038130] [DEBUG] [LOCAL     ] Loaded configuration for CLB: 5 features, N/A% accuracy
[2025-11-16T05:09:36.038193] [INFO ] [LOCAL     ] CLB: Loaded 5 optimal features with 59.58% confidence from JSON config
[2025-11-16T05:09:36.038230] [DEBUG] [MAG       ] Building data for symbol: CLB with lookback: 0
[2025-11-16T05:09:36.039044] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:36.039137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:36.040853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:36.041394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:36.041821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:36.044221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:09:36.045617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:36.128319] [DEBUG] [MAG       ] REZI: Last date is validated at 2025-11-14
[2025-11-16T05:09:36.146377] [DEBUG] [MAG       ] TDY: Last date is validated at 2025-11-14
[2025-11-16T05:09:36.304960] [DEBUG] [MAG       ] REZI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:36.313737] [DEBUG] [MAG       ] HMY: Last date is validated at 2025-11-14
[2025-11-16T05:09:36.327268] [DEBUG] [MAG       ] TDY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:36.382830] [DEBUG] [MAG       ] CLB: Last date is validated at 2025-11-14
[2025-11-16T05:09:36.437056] [INFO ] [LOCAL     ] REZI: Saved forecast.
[2025-11-16T05:09:36.437168] [INFO ] [main      ] REZI: Signal=1 (Conf=80.0%), Magnitude=0.57% (Conf=41.3326%)
[2025-11-16T05:09:36.437384] [INFO ] [main      ] Fetching symbol history for ARLO...
[2025-11-16T05:09:36.437436] [DEBUG] [REMOTE    ] ARLO: Fetching historical data.
[2025-11-16T05:09:36.437813] [INFO ] [main      ] Progress: 305/472 forecasts completed (64.6%). REZI finished in 0.9s. ETA: 30.0s. Rate: 334.53 forecasts/min
[2025-11-16T05:09:36.452721] [DEBUG] [REMOTE    ] ARLO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:36.453336] [DEBUG] [LOCAL     ] Loaded configuration for ARLO: 6 features, N/A% accuracy
[2025-11-16T05:09:36.453515] [INFO ] [LOCAL     ] ARLO: Loaded 6 optimal features with 42.99% confidence from JSON config
[2025-11-16T05:09:36.453614] [DEBUG] [MAG       ] Building data for symbol: ARLO with lookback: 0
[2025-11-16T05:09:36.454575] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:36.454732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:36.459776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:36.461688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:36.462300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:36.463316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:36.465816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:36.468008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:36.497904] [DEBUG] [MAG       ] HMY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:36.509546] [INFO ] [LOCAL     ] TDY: Saved forecast.
[2025-11-16T05:09:36.509694] [INFO ] [main      ] TDY: Signal=1 (Conf=80.0%), Magnitude=-2.54% (Conf=63.4188%)
[2025-11-16T05:09:36.510211] [INFO ] [main      ] Fetching symbol history for CIG...
[2025-11-16T05:09:36.510274] [DEBUG] [REMOTE    ] CIG: Fetching historical data.
[2025-11-16T05:09:36.511352] [INFO ] [main      ] Progress: 306/472 forecasts completed (64.8%). TDY finished in 0.8s. ETA: 29.7s. Rate: 335.17 forecasts/min
[2025-11-16T05:09:36.525545] [DEBUG] [REMOTE    ] CIG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:36.526196] [DEBUG] [LOCAL     ] Loaded configuration for CIG: 11 features, N/A% accuracy
[2025-11-16T05:09:36.526260] [INFO ] [LOCAL     ] CIG: Loaded 11 optimal features with 14.51% confidence from JSON config
[2025-11-16T05:09:36.526300] [DEBUG] [MAG       ] Building data for symbol: CIG with lookback: 0
[2025-11-16T05:09:36.527243] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:09:36.527328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:36.533216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:36.535120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:36.535677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:36.536168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:36.536714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:36.537499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:36.538351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:36.540913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:36.553754] [DEBUG] [MAG       ] CLB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:36.589949] [INFO ] [LOCAL     ] HMY: Saved forecast.
[2025-11-16T05:09:36.590064] [INFO ] [main      ] HMY: Signal=1 (Conf=80.0%), Magnitude=-6.68% (Conf=57.4183%)
[2025-11-16T05:09:36.590298] [INFO ] [main      ] Fetching symbol history for HAL...
[2025-11-16T05:09:36.590360] [DEBUG] [REMOTE    ] HAL: Fetching historical data.
[2025-11-16T05:09:36.591145] [INFO ] [main      ] Progress: 307/472 forecasts completed (65.0%). HMY finished in 0.7s. ETA: 29.5s. Rate: 335.78 forecasts/min
[2025-11-16T05:09:36.606828] [DEBUG] [REMOTE    ] HAL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:36.607815] [DEBUG] [LOCAL     ] Loaded configuration for HAL: 2 features, N/A% accuracy
[2025-11-16T05:09:36.607883] [INFO ] [LOCAL     ] HAL: Loaded 2 optimal features with 53.10% confidence from JSON config
[2025-11-16T05:09:36.607931] [DEBUG] [MAG       ] Building data for symbol: HAL with lookback: 0
[2025-11-16T05:09:36.608929] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:36.609033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:36.614487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:36.643269] [INFO ] [LOCAL     ] CLB: Saved forecast.
[2025-11-16T05:09:36.643515] [INFO ] [main      ] CLB: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=59.5835%)
[2025-11-16T05:09:36.643766] [INFO ] [main      ] Fetching symbol history for ODV...
[2025-11-16T05:09:36.643886] [DEBUG] [REMOTE    ] ODV: Fetching historical data.
[2025-11-16T05:09:36.645710] [INFO ] [main      ] Progress: 308/472 forecasts completed (65.3%). CLB finished in 0.6s. ETA: 29.2s. Rate: 336.54 forecasts/min
[2025-11-16T05:09:36.660400] [DEBUG] [REMOTE    ] ODV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:36.661428] [DEBUG] [LOCAL     ] Loaded configuration for ODV: 1 features, N/A% accuracy
[2025-11-16T05:09:36.661497] [INFO ] [LOCAL     ] ODV: Loaded 1 optimal features with 42.27% confidence from JSON config
[2025-11-16T05:09:36.661537] [DEBUG] [MAG       ] Building data for symbol: ODV with lookback: 0
[2025-11-16T05:09:36.662767] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:36.662846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:36.665370] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:36.674945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:36.677334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:36.678618] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:36.749196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:36.831904] [DEBUG] [MAG       ] ARLO: Last date is validated at 2025-11-14
[2025-11-16T05:09:37.013944] [DEBUG] [MAG       ] ARLO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:37.031947] [DEBUG] [MAG       ] CIG: Last date is validated at 2025-11-14
[2025-11-16T05:09:37.088751] [DEBUG] [MAG       ] HAL: Last date is validated at 2025-11-14
[2025-11-16T05:09:37.117204] [INFO ] [LOCAL     ] ARLO: Saved forecast.
[2025-11-16T05:09:37.117324] [INFO ] [main      ] ARLO: Signal=1 (Conf=80.0%), Magnitude=-2.11% (Conf=42.9851%)
[2025-11-16T05:09:37.117555] [INFO ] [main      ] Fetching symbol history for RYAN...
[2025-11-16T05:09:37.117609] [DEBUG] [REMOTE    ] RYAN: Fetching historical data.
[2025-11-16T05:09:37.119760] [INFO ] [main      ] Progress: 309/472 forecasts completed (65.5%). ARLO finished in 0.7s. ETA: 29.2s. Rate: 334.74 forecasts/min
[2025-11-16T05:09:37.132779] [DEBUG] [MAG       ] ODV: Last date is validated at 2025-11-14
[2025-11-16T05:09:37.136089] [DEBUG] [REMOTE    ] RYAN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:37.136887] [DEBUG] [LOCAL     ] Loaded configuration for RYAN: 8 features, N/A% accuracy
[2025-11-16T05:09:37.136954] [INFO ] [LOCAL     ] RYAN: Loaded 8 optimal features with 61.29% confidence from JSON config
[2025-11-16T05:09:37.136994] [DEBUG] [MAG       ] Building data for symbol: RYAN with lookback: 0
[2025-11-16T05:09:37.137968] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:37.138055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:37.139956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:37.140572] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:37.141064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:37.141527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:37.203321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:37.208610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:37.210944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:09:37.213262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:37.216339] [DEBUG] [MAG       ] CIG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:37.258716] [DEBUG] [MAG       ] HAL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:37.294874] [INFO ] [LOCAL     ] CIG: Saved forecast.
[2025-11-16T05:09:37.295020] [INFO ] [main      ] CIG: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=14.5147%)
[2025-11-16T05:09:37.295261] [INFO ] [main      ] Fetching symbol history for CWAN...
[2025-11-16T05:09:37.295319] [DEBUG] [REMOTE    ] CWAN: Fetching historical data.
[2025-11-16T05:09:37.296172] [INFO ] [main      ] Progress: 310/472 forecasts completed (65.7%). CIG finished in 0.8s. ETA: 29.0s. Rate: 334.76 forecasts/min
[2025-11-16T05:09:37.311251] [DEBUG] [REMOTE    ] CWAN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:37.311934] [DEBUG] [MAG       ] ODV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:37.312109] [DEBUG] [LOCAL     ] Loaded configuration for CWAN: 4 features, N/A% accuracy
[2025-11-16T05:09:37.312198] [INFO ] [LOCAL     ] CWAN: Loaded 4 optimal features with 46.73% confidence from JSON config
[2025-11-16T05:09:37.312246] [DEBUG] [MAG       ] Building data for symbol: CWAN with lookback: 0
[2025-11-16T05:09:37.314322] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:37.314471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:37.321725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:37.324078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:37.324693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:37.327577] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:37.352168] [INFO ] [LOCAL     ] HAL: Saved forecast.
[2025-11-16T05:09:37.352277] [INFO ] [main      ] HAL: Signal=1 (Conf=80.0%), Magnitude=0.34% (Conf=53.1005%)
[2025-11-16T05:09:37.352485] [INFO ] [main      ] Fetching symbol history for SPRU...
[2025-11-16T05:09:37.352567] [DEBUG] [REMOTE    ] SPRU: Fetching historical data.
[2025-11-16T05:09:37.353055] [INFO ] [main      ] Progress: 311/472 forecasts completed (65.9%). HAL finished in 0.8s. ETA: 28.8s. Rate: 335.50 forecasts/min
[2025-11-16T05:09:37.365639] [DEBUG] [REMOTE    ] SPRU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:37.366260] [DEBUG] [LOCAL     ] Loaded configuration for SPRU: 11 features, N/A% accuracy
[2025-11-16T05:09:37.366367] [INFO ] [LOCAL     ] SPRU: Loaded 11 optimal features with 53.29% confidence from JSON config
[2025-11-16T05:09:37.366454] [DEBUG] [MAG       ] Building data for symbol: SPRU with lookback: 0
[2025-11-16T05:09:37.367313] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:09:37.367396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:37.369154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:37.369720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:37.370141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:37.377938] [INFO ] [LOCAL     ] ODV: Saved forecast.
[2025-11-16T05:09:37.378165] [INFO ] [main      ] ODV: Signal=1 (Conf=80.0%), Magnitude=2.82% (Conf=42.2678%)
[2025-11-16T05:09:37.378656] [INFO ] [main      ] Progress: 312/472 forecasts completed (66.1%). ODV finished in 0.7s. ETA: 28.5s. Rate: 336.42 forecasts/min
[2025-11-16T05:09:37.378877] [INFO ] [main      ] Fetching symbol history for OIA...
[2025-11-16T05:09:37.378985] [DEBUG] [REMOTE    ] OIA: Fetching historical data.
[2025-11-16T05:09:37.393030] [DEBUG] [REMOTE    ] OIA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:37.393908] [DEBUG] [LOCAL     ] Loaded configuration for OIA: 2 features, N/A% accuracy
[2025-11-16T05:09:37.394028] [INFO ] [LOCAL     ] OIA: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-11-16T05:09:37.394124] [DEBUG] [MAG       ] Building data for symbol: OIA with lookback: 0
[2025-11-16T05:09:37.395101] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:37.395238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:37.400659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:37.413551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:37.414768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:37.415234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:37.416262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:37.417933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:37.418094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:37.418988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:09:37.419677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:09:37.422391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:37.569564] [DEBUG] [MAG       ] RYAN: Last date is validated at 2025-11-14
[2025-11-16T05:09:37.691234] [DEBUG] [MAG       ] CWAN: Last date is validated at 2025-11-14
[2025-11-16T05:09:37.740186] [DEBUG] [MAG       ] RYAN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:37.760496] [DEBUG] [MAG       ] SPRU: Last date is validated at 2025-11-14
[2025-11-16T05:09:37.766941] [DEBUG] [MAG       ] OIA: Last date is validated at 2025-11-14
[2025-11-16T05:09:37.860679] [INFO ] [LOCAL     ] RYAN: Saved forecast.
[2025-11-16T05:09:37.860799] [INFO ] [main      ] RYAN: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=61.2946%)
[2025-11-16T05:09:37.861392] [INFO ] [main      ] Fetching symbol history for EHC...
[2025-11-16T05:09:37.861454] [DEBUG] [REMOTE    ] EHC: Fetching historical data.
[2025-11-16T05:09:37.861763] [INFO ] [main      ] Progress: 313/472 forecasts completed (66.3%). RYAN finished in 0.7s. ETA: 28.5s. Rate: 334.59 forecasts/min
[2025-11-16T05:09:37.877923] [DEBUG] [REMOTE    ] EHC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:37.878607] [DEBUG] [LOCAL     ] Loaded configuration for EHC: 6 features, N/A% accuracy
[2025-11-16T05:09:37.878818] [INFO ] [LOCAL     ] EHC: Loaded 6 optimal features with 46.79% confidence from JSON config
[2025-11-16T05:09:37.878924] [DEBUG] [MAG       ] Building data for symbol: EHC with lookback: 0
[2025-11-16T05:09:37.880069] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:37.880411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:37.929318] [DEBUG] [MAG       ] SPRU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:37.942444] [DEBUG] [MAG       ] OIA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:37.993075] [DEBUG] [MAG       ] CWAN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:38.007868] [INFO ] [LOCAL     ] SPRU: Saved forecast.
[2025-11-16T05:09:38.007970] [INFO ] [main      ] SPRU: Signal=1 (Conf=80.0%), Magnitude=-7.31% (Conf=53.2856%)
[2025-11-16T05:09:38.008166] [INFO ] [main      ] Fetching symbol history for EL...
[2025-11-16T05:09:38.008218] [DEBUG] [REMOTE    ] EL: Fetching historical data.
[2025-11-16T05:09:38.009770] [INFO ] [main      ] Progress: 314/472 forecasts completed (66.5%). SPRU finished in 0.7s. ETA: 28.3s. Rate: 334.78 forecasts/min
[2025-11-16T05:09:38.014127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:38.016212] [INFO ] [LOCAL     ] OIA: Saved forecast.
[2025-11-16T05:09:38.016343] [INFO ] [main      ] OIA: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=46.2485%)
[2025-11-16T05:09:38.016585] [INFO ] [main      ] Fetching symbol history for TRGP...
[2025-11-16T05:09:38.016661] [DEBUG] [REMOTE    ] TRGP: Fetching historical data.
[2025-11-16T05:09:38.016912] [INFO ] [main      ] Progress: 315/472 forecasts completed (66.7%). OIA finished in 0.6s. ETA: 28.1s. Rate: 335.80 forecasts/min
[2025-11-16T05:09:38.021593] [DEBUG] [REMOTE    ] EL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:38.022116] [DEBUG] [LOCAL     ] Loaded configuration for EL: 6 features, N/A% accuracy
[2025-11-16T05:09:38.022177] [INFO ] [LOCAL     ] EL: Loaded 6 optimal features with 56.13% confidence from JSON config
[2025-11-16T05:09:38.022215] [DEBUG] [MAG       ] Building data for symbol: EL with lookback: 0
[2025-11-16T05:09:38.023047] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:38.023138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:38.028384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:38.031767] [DEBUG] [REMOTE    ] TRGP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:38.032711] [DEBUG] [LOCAL     ] Loaded configuration for TRGP: 3 features, N/A% accuracy
[2025-11-16T05:09:38.032777] [INFO ] [LOCAL     ] TRGP: Loaded 3 optimal features with 37.44% confidence from JSON config
[2025-11-16T05:09:38.032816] [DEBUG] [MAG       ] Building data for symbol: TRGP with lookback: 0
[2025-11-16T05:09:38.033764] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:38.033843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:38.035715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:38.037881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:38.038572] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:38.069342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:38.071582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:38.072197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:38.073444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:38.075658] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:38.086000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:38.088203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:38.089433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:38.090136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:09:38.093963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:38.108593] [INFO ] [LOCAL     ] CWAN: Saved forecast.
[2025-11-16T05:09:38.108746] [INFO ] [main      ] CWAN: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=46.7338%)
[2025-11-16T05:09:38.108994] [INFO ] [main      ] Fetching symbol history for AROC...
[2025-11-16T05:09:38.109049] [DEBUG] [REMOTE    ] AROC: Fetching historical data.
[2025-11-16T05:09:38.110424] [INFO ] [main      ] Progress: 316/472 forecasts completed (66.9%). CWAN finished in 0.8s. ETA: 27.8s. Rate: 336.31 forecasts/min
[2025-11-16T05:09:38.125789] [DEBUG] [REMOTE    ] AROC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:38.126488] [DEBUG] [LOCAL     ] Loaded configuration for AROC: 6 features, N/A% accuracy
[2025-11-16T05:09:38.126549] [INFO ] [LOCAL     ] AROC: Loaded 6 optimal features with 54.08% confidence from JSON config
[2025-11-16T05:09:38.126590] [DEBUG] [MAG       ] Building data for symbol: AROC with lookback: 0
[2025-11-16T05:09:38.127558] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:38.127687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:38.129734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:38.130354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:38.130813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:38.133417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:38.179906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:38.181269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:38.393007] [DEBUG] [MAG       ] TRGP: Last date is validated at 2025-11-14
[2025-11-16T05:09:38.433626] [DEBUG] [MAG       ] EHC: Last date is validated at 2025-11-14
[2025-11-16T05:09:38.445709] [DEBUG] [MAG       ] EL: Last date is validated at 2025-11-14
[2025-11-16T05:09:38.546056] [DEBUG] [MAG       ] AROC: Last date is validated at 2025-11-14
[2025-11-16T05:09:38.575676] [DEBUG] [MAG       ] TRGP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:38.612705] [DEBUG] [MAG       ] EHC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:38.627497] [DEBUG] [MAG       ] EL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:38.726217] [DEBUG] [MAG       ] AROC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:38.744632] [INFO ] [LOCAL     ] EHC: Saved forecast.
[2025-11-16T05:09:38.744974] [INFO ] [main      ] EHC: Signal=1 (Conf=80.0%), Magnitude=1.52% (Conf=46.791%)
[2025-11-16T05:09:38.745522] [INFO ] [main      ] Fetching symbol history for MTN...
[2025-11-16T05:09:38.745665] [DEBUG] [REMOTE    ] MTN: Fetching historical data.
[2025-11-16T05:09:38.747759] [INFO ] [main      ] Progress: 317/472 forecasts completed (67.2%). EHC finished in 0.9s. ETA: 27.9s. Rate: 333.60 forecasts/min
[2025-11-16T05:09:38.764005] [DEBUG] [REMOTE    ] MTN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:38.764695] [DEBUG] [LOCAL     ] Loaded configuration for MTN: 4 features, N/A% accuracy
[2025-11-16T05:09:38.764944] [INFO ] [LOCAL     ] MTN: Loaded 4 optimal features with 57.26% confidence from JSON config
[2025-11-16T05:09:38.765064] [DEBUG] [MAG       ] Building data for symbol: MTN with lookback: 0
[2025-11-16T05:09:38.766541] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:38.766714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:38.767526] [INFO ] [LOCAL     ] TRGP: Saved forecast.
[2025-11-16T05:09:38.767762] [INFO ] [main      ] TRGP: Signal=1 (Conf=80.0%), Magnitude=3.11% (Conf=37.4428%)
[2025-11-16T05:09:38.768366] [INFO ] [main      ] Fetching symbol history for ZH...
[2025-11-16T05:09:38.768701] [DEBUG] [REMOTE    ] ZH: Fetching historical data.
[2025-11-16T05:09:38.768421] [INFO ] [main      ] Progress: 318/472 forecasts completed (67.4%). TRGP finished in 0.8s. ETA: 27.6s. Rate: 334.53 forecasts/min
[2025-11-16T05:09:38.769965] [INFO ] [LOCAL     ] EL: Saved forecast.
[2025-11-16T05:09:38.770286] [INFO ] [main      ] EL: Signal=1 (Conf=80.0%), Magnitude=-2.41% (Conf=56.1343%)
[2025-11-16T05:09:38.770898] [INFO ] [main      ] Fetching symbol history for NDMO...
[2025-11-16T05:09:38.771024] [DEBUG] [REMOTE    ] NDMO: Fetching historical data.
[2025-11-16T05:09:38.771446] [INFO ] [main      ] Progress: 319/472 forecasts completed (67.6%). EL finished in 0.8s. ETA: 27.4s. Rate: 335.57 forecasts/min
[2025-11-16T05:09:38.772022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:38.773019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:38.775628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:38.783311] [DEBUG] [REMOTE    ] ZH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:38.784000] [DEBUG] [LOCAL     ] Loaded configuration for ZH: 4 features, N/A% accuracy
[2025-11-16T05:09:38.784066] [INFO ] [LOCAL     ] ZH: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-11-16T05:09:38.784107] [DEBUG] [MAG       ] Building data for symbol: ZH with lookback: 0
[2025-11-16T05:09:38.784375] [DEBUG] [REMOTE    ] NDMO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:38.785056] [DEBUG] [LOCAL     ] Loaded configuration for NDMO: 10 features, N/A% accuracy
[2025-11-16T05:09:38.785115] [INFO ] [LOCAL     ] NDMO: Loaded 10 optimal features with 40.85% confidence from JSON config
[2025-11-16T05:09:38.785182] [DEBUG] [MAG       ] Building data for symbol: NDMO with lookback: 0
[2025-11-16T05:09:38.785039] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:38.785523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:38.786055] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:09:38.786144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:38.787626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:38.788357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:38.789129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:38.791042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:38.791317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:38.792727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:38.793439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:38.794008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:38.794432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:38.832869] [INFO ] [LOCAL     ] AROC: Saved forecast.
[2025-11-16T05:09:38.832993] [INFO ] [main      ] AROC: Signal=1 (Conf=80.0%), Magnitude=2.19% (Conf=54.0804%)
[2025-11-16T05:09:38.833230] [INFO ] [main      ] Fetching symbol history for FERG...
[2025-11-16T05:09:38.833291] [DEBUG] [REMOTE    ] FERG: Fetching historical data.
[2025-11-16T05:09:38.834075] [INFO ] [main      ] Progress: 320/472 forecasts completed (67.8%). AROC finished in 0.7s. ETA: 27.1s. Rate: 336.25 forecasts/min
[2025-11-16T05:09:38.840140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:38.850390] [DEBUG] [REMOTE    ] FERG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:38.851174] [DEBUG] [LOCAL     ] Loaded configuration for FERG: 4 features, N/A% accuracy
[2025-11-16T05:09:38.851242] [INFO ] [LOCAL     ] FERG: Loaded 4 optimal features with 54.56% confidence from JSON config
[2025-11-16T05:09:38.851280] [DEBUG] [MAG       ] Building data for symbol: FERG with lookback: 0
[2025-11-16T05:09:38.852327] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:38.852410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:38.854306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:38.854933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:38.855362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:09:38.856116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:38.899924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:38.903089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:38.903608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:38.904714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:38.906834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:39.139823] [DEBUG] [MAG       ] ZH: Last date is validated at 2025-11-14
[2025-11-16T05:09:39.144628] [DEBUG] [MAG       ] MTN: Last date is validated at 2025-11-14
[2025-11-16T05:09:39.215154] [DEBUG] [MAG       ] FERG: Last date is validated at 2025-11-14
[2025-11-16T05:09:39.253016] [DEBUG] [MAG       ] NDMO: Last date is validated at 2025-11-14
[2025-11-16T05:09:39.312965] [DEBUG] [MAG       ] ZH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:39.316184] [DEBUG] [MAG       ] MTN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:39.379492] [INFO ] [LOCAL     ] ZH: Saved forecast.
[2025-11-16T05:09:39.379611] [INFO ] [main      ] ZH: Signal=1 (Conf=80.0%), Magnitude=0.26% (Conf=56.6932%)
[2025-11-16T05:09:39.380122] [INFO ] [main      ] Fetching symbol history for IFS...
[2025-11-16T05:09:39.380188] [DEBUG] [REMOTE    ] IFS: Fetching historical data.
[2025-11-16T05:09:39.380768] [INFO ] [main      ] Progress: 321/472 forecasts completed (68.0%). ZH finished in 0.6s. ETA: 27.1s. Rate: 334.10 forecasts/min
[2025-11-16T05:09:39.394001] [DEBUG] [REMOTE    ] IFS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:39.394882] [DEBUG] [LOCAL     ] Loaded configuration for IFS: 2 features, N/A% accuracy
[2025-11-16T05:09:39.394946] [INFO ] [LOCAL     ] IFS: Loaded 2 optimal features with 62.40% confidence from JSON config
[2025-11-16T05:09:39.394983] [DEBUG] [MAG       ] Building data for symbol: IFS with lookback: 0
[2025-11-16T05:09:39.395955] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:39.396032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:39.400387] [DEBUG] [MAG       ] FERG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:39.401195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:39.403173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:39.448626] [DEBUG] [MAG       ] NDMO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:39.461701] [INFO ] [LOCAL     ] MTN: Saved forecast.
[2025-11-16T05:09:39.461822] [INFO ] [main      ] MTN: Signal=1 (Conf=80.0%), Magnitude=1.99% (Conf=57.2605%)
[2025-11-16T05:09:39.462069] [INFO ] [main      ] Fetching symbol history for FIS...
[2025-11-16T05:09:39.462133] [DEBUG] [REMOTE    ] FIS: Fetching historical data.
[2025-11-16T05:09:39.463172] [INFO ] [main      ] Progress: 322/472 forecasts completed (68.2%). MTN finished in 0.7s. ETA: 26.9s. Rate: 334.67 forecasts/min
[2025-11-16T05:09:39.477834] [DEBUG] [REMOTE    ] FIS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:39.478452] [DEBUG] [LOCAL     ] Loaded configuration for FIS: 4 features, N/A% accuracy
[2025-11-16T05:09:39.478519] [INFO ] [LOCAL     ] FIS: Loaded 4 optimal features with 50.30% confidence from JSON config
[2025-11-16T05:09:39.478560] [DEBUG] [MAG       ] Building data for symbol: FIS with lookback: 0
[2025-11-16T05:09:39.479486] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:39.479565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:39.484698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:39.485567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:39.527457] [INFO ] [LOCAL     ] NDMO: Saved forecast.
[2025-11-16T05:09:39.527568] [INFO ] [main      ] NDMO: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=40.8462%)
[2025-11-16T05:09:39.527823] [INFO ] [main      ] Fetching symbol history for SFBS...
[2025-11-16T05:09:39.527883] [DEBUG] [REMOTE    ] SFBS: Fetching historical data.
[2025-11-16T05:09:39.529196] [INFO ] [main      ] Progress: 323/472 forecasts completed (68.4%). NDMO finished in 0.8s. ETA: 26.7s. Rate: 335.32 forecasts/min
[2025-11-16T05:09:39.542980] [DEBUG] [REMOTE    ] SFBS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:39.543701] [DEBUG] [LOCAL     ] Loaded configuration for SFBS: 6 features, N/A% accuracy
[2025-11-16T05:09:39.543766] [INFO ] [LOCAL     ] SFBS: Loaded 6 optimal features with 40.01% confidence from JSON config
[2025-11-16T05:09:39.543804] [DEBUG] [MAG       ] Building data for symbol: SFBS with lookback: 0
[2025-11-16T05:09:39.544793] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:39.544873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:39.546914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:39.548392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:39.550241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:39.552210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:39.552817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:39.555235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:39.573384] [INFO ] [LOCAL     ] FERG: Saved forecast.
[2025-11-16T05:09:39.573819] [INFO ] [main      ] FERG: Signal=1 (Conf=80.0%), Magnitude=-1.54% (Conf=54.5551%)
[2025-11-16T05:09:39.574116] [INFO ] [main      ] Fetching symbol history for SB...
[2025-11-16T05:09:39.574193] [DEBUG] [REMOTE    ] SB: Fetching historical data.
[2025-11-16T05:09:39.575016] [INFO ] [main      ] Progress: 324/472 forecasts completed (68.6%). FERG finished in 0.7s. ETA: 26.4s. Rate: 336.09 forecasts/min
[2025-11-16T05:09:39.593676] [DEBUG] [REMOTE    ] SB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:39.594300] [DEBUG] [LOCAL     ] Loaded configuration for SB: 4 features, N/A% accuracy
[2025-11-16T05:09:39.594493] [INFO ] [LOCAL     ] SB: Loaded 4 optimal features with 54.07% confidence from JSON config
[2025-11-16T05:09:39.594590] [DEBUG] [MAG       ] Building data for symbol: SB with lookback: 0
[2025-11-16T05:09:39.595573] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:39.595732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:39.642676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:39.691293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:39.693000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:39.701955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:39.704752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:39.705941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:39.751821] [DEBUG] [MAG       ] IFS: Last date is validated at 2025-11-14
[2025-11-16T05:09:39.898094] [DEBUG] [MAG       ] FIS: Last date is validated at 2025-11-14
[2025-11-16T05:09:39.924576] [DEBUG] [MAG       ] IFS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:40.008877] [INFO ] [LOCAL     ] IFS: Saved forecast.
[2025-11-16T05:09:40.009159] [INFO ] [main      ] IFS: Signal=1 (Conf=80.0%), Magnitude=-3.74% (Conf=62.4004%)
[2025-11-16T05:09:40.009468] [INFO ] [main      ] Fetching symbol history for OMC...
[2025-11-16T05:09:40.009586] [DEBUG] [REMOTE    ] OMC: Fetching historical data.
[2025-11-16T05:09:40.010042] [INFO ] [main      ] Progress: 325/472 forecasts completed (68.9%). IFS finished in 0.6s. ETA: 26.4s. Rate: 334.61 forecasts/min
[2025-11-16T05:09:40.024193] [DEBUG] [REMOTE    ] OMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:40.025031] [DEBUG] [LOCAL     ] Loaded configuration for OMC: 6 features, N/A% accuracy
[2025-11-16T05:09:40.025150] [INFO ] [LOCAL     ] OMC: Loaded 6 optimal features with 53.21% confidence from JSON config
[2025-11-16T05:09:40.025249] [DEBUG] [MAG       ] Building data for symbol: OMC with lookback: 0
[2025-11-16T05:09:40.026221] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:40.026365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:40.031604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:40.032562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:40.035162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:40.045175] [DEBUG] [MAG       ] SFBS: Last date is validated at 2025-11-14
[2025-11-16T05:09:40.049833] [DEBUG] [MAG       ] SB: Last date is validated at 2025-11-14
[2025-11-16T05:09:40.073120] [DEBUG] [MAG       ] FIS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:40.096801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:40.098008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:40.102704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:40.198758] [INFO ] [LOCAL     ] FIS: Saved forecast.
[2025-11-16T05:09:40.198902] [INFO ] [main      ] FIS: Signal=1 (Conf=80.0%), Magnitude=0.48% (Conf=50.2973%)
[2025-11-16T05:09:40.199157] [INFO ] [main      ] Fetching symbol history for ASGN...
[2025-11-16T05:09:40.199486] [DEBUG] [REMOTE    ] ASGN: Fetching historical data.
[2025-11-16T05:09:40.200777] [INFO ] [main      ] Progress: 326/472 forecasts completed (69.1%). FIS finished in 0.7s. ETA: 26.2s. Rate: 334.55 forecasts/min
[2025-11-16T05:09:40.215744] [DEBUG] [REMOTE    ] ASGN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:40.216448] [DEBUG] [LOCAL     ] Loaded configuration for ASGN: 7 features, N/A% accuracy
[2025-11-16T05:09:40.216667] [INFO ] [LOCAL     ] ASGN: Loaded 7 optimal features with 61.93% confidence from JSON config
[2025-11-16T05:09:40.216714] [DEBUG] [MAG       ] Building data for symbol: ASGN with lookback: 0
[2025-11-16T05:09:40.217921] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:40.218300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:40.220253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:40.221087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:40.221800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:40.222367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:40.222767] [DEBUG] [MAG       ] SFBS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:40.228483] [DEBUG] [MAG       ] SB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:40.303688] [INFO ] [LOCAL     ] SB: Saved forecast.
[2025-11-16T05:09:40.303972] [INFO ] [main      ] SB: Signal=1 (Conf=80.0%), Magnitude=-1.51% (Conf=54.0689%)
[2025-11-16T05:09:40.304307] [INFO ] [main      ] Fetching symbol history for NMR...
[2025-11-16T05:09:40.304425] [DEBUG] [REMOTE    ] NMR: Fetching historical data.
[2025-11-16T05:09:40.305355] [INFO ] [main      ] Progress: 327/472 forecasts completed (69.3%). SB finished in 0.7s. ETA: 26.0s. Rate: 334.97 forecasts/min
[2025-11-16T05:09:40.320966] [DEBUG] [REMOTE    ] NMR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:40.321679] [DEBUG] [LOCAL     ] Loaded configuration for NMR: 2 features, N/A% accuracy
[2025-11-16T05:09:40.321748] [INFO ] [LOCAL     ] NMR: Loaded 2 optimal features with 48.29% confidence from JSON config
[2025-11-16T05:09:40.321791] [DEBUG] [MAG       ] Building data for symbol: NMR with lookback: 0
[2025-11-16T05:09:40.322710] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:40.322785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:40.324792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:40.325571] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:40.356841] [INFO ] [LOCAL     ] SFBS: Saved forecast.
[2025-11-16T05:09:40.356971] [INFO ] [main      ] SFBS: Signal=1 (Conf=80.0%), Magnitude=-0.16% (Conf=40.0065%)
[2025-11-16T05:09:40.357581] [INFO ] [main      ] Progress: 328/472 forecasts completed (69.5%). SFBS finished in 0.8s. ETA: 25.7s. Rate: 335.70 forecasts/min
[2025-11-16T05:09:40.357814] [INFO ] [main      ] Fetching symbol history for ACEL...
[2025-11-16T05:09:40.357919] [DEBUG] [REMOTE    ] ACEL: Fetching historical data.
[2025-11-16T05:09:40.372080] [DEBUG] [REMOTE    ] ACEL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:40.372877] [DEBUG] [LOCAL     ] Loaded configuration for ACEL: 3 features, N/A% accuracy
[2025-11-16T05:09:40.372950] [INFO ] [LOCAL     ] ACEL: Loaded 3 optimal features with 48.52% confidence from JSON config
[2025-11-16T05:09:40.373053] [DEBUG] [MAG       ] Building data for symbol: ACEL with lookback: 0
[2025-11-16T05:09:40.373477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:40.374042] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:40.374176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:40.379181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:40.380015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:40.382089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:40.422385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:09:40.424907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:40.457531] [DEBUG] [MAG       ] OMC: Last date is validated at 2025-11-14
[2025-11-16T05:09:40.632909] [DEBUG] [MAG       ] OMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:40.676662] [DEBUG] [MAG       ] NMR: Last date is validated at 2025-11-14
[2025-11-16T05:09:40.720047] [DEBUG] [MAG       ] ACEL: Last date is validated at 2025-11-14
[2025-11-16T05:09:40.761495] [INFO ] [LOCAL     ] OMC: Saved forecast.
[2025-11-16T05:09:40.761613] [INFO ] [main      ] OMC: Signal=1 (Conf=80.0%), Magnitude=0.74% (Conf=53.2058%)
[2025-11-16T05:09:40.762147] [INFO ] [main      ] Fetching symbol history for DB...
[2025-11-16T05:09:40.762212] [DEBUG] [REMOTE    ] DB: Fetching historical data.
[2025-11-16T05:09:40.763750] [INFO ] [main      ] Progress: 329/472 forecasts completed (69.7%). OMC finished in 0.8s. ETA: 25.7s. Rate: 334.41 forecasts/min
[2025-11-16T05:09:40.776232] [DEBUG] [REMOTE    ] DB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:40.777134] [DEBUG] [LOCAL     ] Loaded configuration for DB: 8 features, N/A% accuracy
[2025-11-16T05:09:40.777200] [INFO ] [LOCAL     ] DB: Loaded 8 optimal features with 48.86% confidence from JSON config
[2025-11-16T05:09:40.777238] [DEBUG] [MAG       ] Building data for symbol: DB with lookback: 0
[2025-11-16T05:09:40.778224] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:40.778306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:40.780179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:40.780783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:40.781197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:09:40.781909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:40.782370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:40.783506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:40.785448] [DEBUG] [MAG       ] ASGN: Last date is validated at 2025-11-14
[2025-11-16T05:09:40.785590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:09:40.787306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:40.854932] [DEBUG] [MAG       ] NMR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:40.891519] [DEBUG] [MAG       ] ACEL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:40.920789] [INFO ] [LOCAL     ] NMR: Saved forecast.
[2025-11-16T05:09:40.920914] [INFO ] [main      ] NMR: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=48.2856%)
[2025-11-16T05:09:40.921161] [INFO ] [main      ] Fetching symbol history for RHP...
[2025-11-16T05:09:40.921218] [DEBUG] [REMOTE    ] RHP: Fetching historical data.
[2025-11-16T05:09:40.922331] [INFO ] [main      ] Progress: 330/472 forecasts completed (69.9%). NMR finished in 0.6s. ETA: 25.5s. Rate: 334.52 forecasts/min
[2025-11-16T05:09:40.935908] [DEBUG] [REMOTE    ] RHP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:40.936917] [DEBUG] [LOCAL     ] Loaded configuration for RHP: 1 features, N/A% accuracy
[2025-11-16T05:09:40.937047] [INFO ] [LOCAL     ] RHP: Loaded 1 optimal features with 62.02% confidence from JSON config
[2025-11-16T05:09:40.937149] [DEBUG] [MAG       ] Building data for symbol: RHP with lookback: 0
[2025-11-16T05:09:40.938143] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:40.938279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:09:40.940032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:40.961710] [DEBUG] [MAG       ] ASGN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:40.973408] [INFO ] [LOCAL     ] ACEL: Saved forecast.
[2025-11-16T05:09:40.973521] [INFO ] [main      ] ACEL: Signal=1 (Conf=80.0%), Magnitude=-1.79% (Conf=48.5207%)
[2025-11-16T05:09:40.974114] [INFO ] [main      ] Fetching symbol history for ELV...
[2025-11-16T05:09:40.974201] [INFO ] [main      ] Progress: 331/472 forecasts completed (70.1%). ACEL finished in 0.6s. ETA: 25.2s. Rate: 335.24 forecasts/min
[2025-11-16T05:09:40.974300] [DEBUG] [REMOTE    ] ELV: Fetching historical data.
[2025-11-16T05:09:40.989256] [DEBUG] [REMOTE    ] ELV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:40.990211] [DEBUG] [LOCAL     ] Loaded configuration for ELV: 4 features, N/A% accuracy
[2025-11-16T05:09:40.990295] [INFO ] [LOCAL     ] ELV: Loaded 4 optimal features with 58.83% confidence from JSON config
[2025-11-16T05:09:40.990349] [DEBUG] [MAG       ] Building data for symbol: ELV with lookback: 0
[2025-11-16T05:09:40.991349] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:40.991462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:40.993411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:40.994116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:40.994607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:41.083878] [INFO ] [LOCAL     ] ASGN: Saved forecast.
[2025-11-16T05:09:41.083998] [INFO ] [main      ] ASGN: Signal=1 (Conf=80.0%), Magnitude=1.44% (Conf=61.9295%)
[2025-11-16T05:09:41.084234] [INFO ] [main      ] Fetching symbol history for BKE...
[2025-11-16T05:09:41.084291] [DEBUG] [REMOTE    ] BKE: Fetching historical data.
[2025-11-16T05:09:41.084870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:41.085172] [INFO ] [main      ] Progress: 332/472 forecasts completed (70.3%). ASGN finished in 0.9s. ETA: 25.0s. Rate: 335.63 forecasts/min
[2025-11-16T05:09:41.101239] [DEBUG] [REMOTE    ] BKE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:41.102165] [DEBUG] [LOCAL     ] Loaded configuration for BKE: 6 features, N/A% accuracy
[2025-11-16T05:09:41.102229] [INFO ] [LOCAL     ] BKE: Loaded 6 optimal features with 50.07% confidence from JSON config
[2025-11-16T05:09:41.102267] [DEBUG] [MAG       ] Building data for symbol: BKE with lookback: 0
[2025-11-16T05:09:41.103193] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:41.103272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:41.105074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:41.105674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:41.106108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:41.107157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:41.107836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:09:41.108577] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:41.148454] [DEBUG] [MAG       ] DB: Last date is validated at 2025-11-14
[2025-11-16T05:09:41.290346] [DEBUG] [MAG       ] RHP: Last date is validated at 2025-11-14
[2025-11-16T05:09:41.323279] [DEBUG] [MAG       ] DB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:41.416542] [INFO ] [LOCAL     ] DB: Saved forecast.
[2025-11-16T05:09:41.416934] [INFO ] [main      ] DB: Signal=1 (Conf=80.0%), Magnitude=0.20% (Conf=48.8642%)
[2025-11-16T05:09:41.417489] [INFO ] [main      ] Fetching symbol history for FPI...
[2025-11-16T05:09:41.417609] [DEBUG] [REMOTE    ] FPI: Fetching historical data.
[2025-11-16T05:09:41.417790] [INFO ] [main      ] Progress: 333/472 forecasts completed (70.6%). DB finished in 0.7s. ETA: 24.9s. Rate: 334.76 forecasts/min
[2025-11-16T05:09:41.430609] [DEBUG] [MAG       ] ELV: Last date is validated at 2025-11-14
[2025-11-16T05:09:41.432296] [DEBUG] [REMOTE    ] FPI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:41.433299] [DEBUG] [LOCAL     ] Loaded configuration for FPI: 3 features, N/A% accuracy
[2025-11-16T05:09:41.433512] [INFO ] [LOCAL     ] FPI: Loaded 3 optimal features with 56.29% confidence from JSON config
[2025-11-16T05:09:41.433613] [DEBUG] [MAG       ] Building data for symbol: FPI with lookback: 0
[2025-11-16T05:09:41.434739] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:41.434876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:41.441600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:41.443462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:41.446287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:41.459274] [DEBUG] [MAG       ] BKE: Last date is validated at 2025-11-14
[2025-11-16T05:09:41.462366] [DEBUG] [MAG       ] RHP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:41.587345] [INFO ] [LOCAL     ] RHP: Saved forecast.
[2025-11-16T05:09:41.587684] [INFO ] [main      ] RHP: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=62.0223%)
[2025-11-16T05:09:41.587982] [INFO ] [main      ] Fetching symbol history for NCA...
[2025-11-16T05:09:41.588098] [DEBUG] [REMOTE    ] NCA: Fetching historical data.
[2025-11-16T05:09:41.588770] [INFO ] [main      ] Progress: 334/472 forecasts completed (70.8%). RHP finished in 0.7s. ETA: 24.7s. Rate: 334.81 forecasts/min
[2025-11-16T05:09:41.603613] [DEBUG] [REMOTE    ] NCA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:41.604624] [DEBUG] [LOCAL     ] Loaded configuration for NCA: 9 features, N/A% accuracy
[2025-11-16T05:09:41.604765] [INFO ] [LOCAL     ] NCA: Loaded 9 optimal features with 26.18% confidence from JSON config
[2025-11-16T05:09:41.604867] [DEBUG] [MAG       ] Building data for symbol: NCA with lookback: 0
[2025-11-16T05:09:41.605882] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:41.606024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:41.606756] [DEBUG] [MAG       ] ELV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:41.611559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:41.613597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:41.614239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:41.615308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:41.637223] [DEBUG] [MAG       ] BKE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:41.738585] [INFO ] [LOCAL     ] BKE: Saved forecast.
[2025-11-16T05:09:41.738957] [INFO ] [main      ] BKE: Signal=1 (Conf=80.0%), Magnitude=1.14% (Conf=50.0694%)
[2025-11-16T05:09:41.739247] [INFO ] [main      ] Fetching symbol history for SGHC...
[2025-11-16T05:09:41.739632] [DEBUG] [REMOTE    ] SGHC: Fetching historical data.
[2025-11-16T05:09:41.740837] [INFO ] [main      ] Progress: 335/472 forecasts completed (71.0%). BKE finished in 0.7s. ETA: 24.5s. Rate: 334.96 forecasts/min
[2025-11-16T05:09:41.748211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:41.751824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:41.757173] [DEBUG] [REMOTE    ] SGHC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:41.758075] [DEBUG] [LOCAL     ] Loaded configuration for SGHC: 6 features, N/A% accuracy
[2025-11-16T05:09:41.758200] [INFO ] [LOCAL     ] SGHC: Loaded 6 optimal features with 54.31% confidence from JSON config
[2025-11-16T05:09:41.758298] [DEBUG] [MAG       ] Building data for symbol: SGHC with lookback: 0
[2025-11-16T05:09:41.759356] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:41.759520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:41.764805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:41.766996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:41.767737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:41.768227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:41.770834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:41.772808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:41.773049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:41.774071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:09:41.775300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:41.799401] [INFO ] [LOCAL     ] ELV: Saved forecast.
[2025-11-16T05:09:41.799535] [INFO ] [main      ] ELV: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=58.8301%)
[2025-11-16T05:09:41.799789] [INFO ] [main      ] Fetching symbol history for THO...
[2025-11-16T05:09:41.799853] [DEBUG] [REMOTE    ] THO: Fetching historical data.
[2025-11-16T05:09:41.801019] [INFO ] [main      ] Progress: 336/472 forecasts completed (71.2%). ELV finished in 0.8s. ETA: 24.3s. Rate: 335.62 forecasts/min
[2025-11-16T05:09:41.802315] [DEBUG] [MAG       ] FPI: Last date is validated at 2025-11-14
[2025-11-16T05:09:41.815504] [DEBUG] [REMOTE    ] THO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:41.816173] [DEBUG] [LOCAL     ] Loaded configuration for THO: 5 features, N/A% accuracy
[2025-11-16T05:09:41.816238] [INFO ] [LOCAL     ] THO: Loaded 5 optimal features with 53.64% confidence from JSON config
[2025-11-16T05:09:41.816276] [DEBUG] [MAG       ] Building data for symbol: THO with lookback: 0
[2025-11-16T05:09:41.817215] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:41.817294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:41.819107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:41.819746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:41.820552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:41.867388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:41.871152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:41.978373] [DEBUG] [MAG       ] FPI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:42.054978] [INFO ] [LOCAL     ] FPI: Saved forecast.
[2025-11-16T05:09:42.055132] [INFO ] [main      ] FPI: Signal=1 (Conf=80.0%), Magnitude=1.20% (Conf=56.2921%)
[2025-11-16T05:09:42.055540] [INFO ] [main      ] Fetching symbol history for SOJD...
[2025-11-16T05:09:42.055612] [DEBUG] [REMOTE    ] SOJD: Fetching historical data.
[2025-11-16T05:09:42.056028] [INFO ] [main      ] Progress: 337/472 forecasts completed (71.4%). FPI finished in 0.6s. ETA: 24.2s. Rate: 335.20 forecasts/min
[2025-11-16T05:09:42.070111] [DEBUG] [REMOTE    ] SOJD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:42.071114] [DEBUG] [LOCAL     ] Loaded configuration for SOJD: 4 features, N/A% accuracy
[2025-11-16T05:09:42.071237] [INFO ] [LOCAL     ] SOJD: Loaded 4 optimal features with 49.77% confidence from JSON config
[2025-11-16T05:09:42.071337] [DEBUG] [MAG       ] Building data for symbol: SOJD with lookback: 0
[2025-11-16T05:09:42.072320] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:42.072461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:42.075164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:42.076431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:42.078667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:09:42.084781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:42.121080] [DEBUG] [MAG       ] NCA: Last date is validated at 2025-11-14
[2025-11-16T05:09:42.121589] [DEBUG] [MAG       ] SGHC: Last date is validated at 2025-11-14
[2025-11-16T05:09:42.222411] [DEBUG] [MAG       ] THO: Last date is validated at 2025-11-14
[2025-11-16T05:09:42.296328] [DEBUG] [MAG       ] NCA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:42.300468] [DEBUG] [MAG       ] SGHC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:42.376163] [INFO ] [LOCAL     ] NCA: Saved forecast.
[2025-11-16T05:09:42.376526] [INFO ] [main      ] NCA: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=26.1771%)
[2025-11-16T05:09:42.376817] [INFO ] [main      ] Fetching symbol history for AXS...
[2025-11-16T05:09:42.376931] [DEBUG] [REMOTE    ] AXS: Fetching historical data.
[2025-11-16T05:09:42.378110] [INFO ] [main      ] Progress: 338/472 forecasts completed (71.6%). NCA finished in 0.8s. ETA: 24.0s. Rate: 334.41 forecasts/min
[2025-11-16T05:09:42.382889] [INFO ] [LOCAL     ] SGHC: Saved forecast.
[2025-11-16T05:09:42.383208] [INFO ] [main      ] SGHC: Signal=1 (Conf=80.0%), Magnitude=3.98% (Conf=54.3125%)
[2025-11-16T05:09:42.383745] [INFO ] [main      ] Progress: 339/472 forecasts completed (71.8%). SGHC finished in 0.6s. ETA: 23.8s. Rate: 335.37 forecasts/min
[2025-11-16T05:09:42.383968] [INFO ] [main      ] Fetching symbol history for D...
[2025-11-16T05:09:42.384073] [DEBUG] [REMOTE    ] D: Fetching historical data.
[2025-11-16T05:09:42.392144] [DEBUG] [REMOTE    ] AXS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:42.392892] [DEBUG] [LOCAL     ] Loaded configuration for AXS: 1 features, N/A% accuracy
[2025-11-16T05:09:42.393012] [INFO ] [LOCAL     ] AXS: Loaded 1 optimal features with 58.03% confidence from JSON config
[2025-11-16T05:09:42.393109] [DEBUG] [MAG       ] Building data for symbol: AXS with lookback: 0
[2025-11-16T05:09:42.394434] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:42.394567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:42.399947] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:42.400317] [DEBUG] [REMOTE    ] D: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:42.400673] [DEBUG] [MAG       ] THO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:42.400908] [DEBUG] [LOCAL     ] Loaded configuration for D: 4 features, N/A% accuracy
[2025-11-16T05:09:42.400990] [INFO ] [LOCAL     ] D: Loaded 4 optimal features with 58.03% confidence from JSON config
[2025-11-16T05:09:42.401048] [DEBUG] [MAG       ] Building data for symbol: D with lookback: 0
[2025-11-16T05:09:42.401946] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:42.402041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:42.403833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:42.404415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:42.408779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:09:42.410103] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:42.441154] [DEBUG] [MAG       ] SOJD: Last date is validated at 2025-11-14
[2025-11-16T05:09:42.543972] [INFO ] [LOCAL     ] THO: Saved forecast.
[2025-11-16T05:09:42.544113] [INFO ] [main      ] THO: Signal=1 (Conf=80.0%), Magnitude=0.95% (Conf=53.6412%)
[2025-11-16T05:09:42.544683] [INFO ] [main      ] Fetching symbol history for VKQ...
[2025-11-16T05:09:42.544759] [DEBUG] [REMOTE    ] VKQ: Fetching historical data.
[2025-11-16T05:09:42.544759] [INFO ] [main      ] Progress: 340/472 forecasts completed (72.0%). THO finished in 0.7s. ETA: 23.6s. Rate: 335.47 forecasts/min
[2025-11-16T05:09:42.558866] [DEBUG] [REMOTE    ] VKQ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:42.559895] [DEBUG] [LOCAL     ] Loaded configuration for VKQ: 4 features, N/A% accuracy
[2025-11-16T05:09:42.560018] [INFO ] [LOCAL     ] VKQ: Loaded 4 optimal features with 56.71% confidence from JSON config
[2025-11-16T05:09:42.560120] [DEBUG] [MAG       ] Building data for symbol: VKQ with lookback: 0
[2025-11-16T05:09:42.561095] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:42.561233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:42.562267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:42.564909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:42.625309] [DEBUG] [MAG       ] SOJD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:42.694207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:42.703608] [INFO ] [LOCAL     ] SOJD: Saved forecast.
[2025-11-16T05:09:42.703956] [INFO ] [main      ] SOJD: Signal=1 (Conf=80.0%), Magnitude=-1.12% (Conf=49.7675%)
[2025-11-16T05:09:42.704239] [INFO ] [main      ] Fetching symbol history for CCO...
[2025-11-16T05:09:42.704635] [DEBUG] [REMOTE    ] CCO: Fetching historical data.
[2025-11-16T05:09:42.704753] [INFO ] [main      ] Progress: 341/472 forecasts completed (72.2%). SOJD finished in 0.6s. ETA: 23.4s. Rate: 335.57 forecasts/min
[2025-11-16T05:09:42.719535] [DEBUG] [REMOTE    ] CCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:42.720382] [DEBUG] [LOCAL     ] Loaded configuration for CCO: 2 features, N/A% accuracy
[2025-11-16T05:09:42.720507] [INFO ] [LOCAL     ] CCO: Loaded 2 optimal features with 25.58% confidence from JSON config
[2025-11-16T05:09:42.720606] [DEBUG] [MAG       ] Building data for symbol: CCO with lookback: 0
[2025-11-16T05:09:42.721626] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:42.721806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:42.723017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:42.727833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:42.748594] [DEBUG] [MAG       ] AXS: Last date is validated at 2025-11-14
[2025-11-16T05:09:42.754476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:42.755143] [DEBUG] [MAG       ] D: Last date is validated at 2025-11-14
[2025-11-16T05:09:42.924264] [DEBUG] [MAG       ] AXS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:42.927607] [DEBUG] [MAG       ] D: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:43.038516] [INFO ] [LOCAL     ] AXS: Saved forecast.
[2025-11-16T05:09:43.038859] [INFO ] [main      ] AXS: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=58.033%)
[2025-11-16T05:09:43.039141] [INFO ] [main      ] Fetching symbol history for CRM...
[2025-11-16T05:09:43.039517] [DEBUG] [REMOTE    ] CRM: Fetching historical data.
[2025-11-16T05:09:43.040774] [INFO ] [main      ] Progress: 342/472 forecasts completed (72.5%). AXS finished in 0.7s. ETA: 23.3s. Rate: 334.71 forecasts/min
[2025-11-16T05:09:43.054367] [DEBUG] [REMOTE    ] CRM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:43.055186] [DEBUG] [LOCAL     ] Loaded configuration for CRM: 5 features, N/A% accuracy
[2025-11-16T05:09:43.055563] [INFO ] [LOCAL     ] CRM: Loaded 5 optimal features with 46.99% confidence from JSON config
[2025-11-16T05:09:43.055682] [DEBUG] [MAG       ] Building data for symbol: CRM with lookback: 0
[2025-11-16T05:09:43.056820] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:43.056967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:43.058898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:43.059586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:43.062623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:43.064004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:43.065176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:43.103267] [DEBUG] [MAG       ] VKQ: Last date is validated at 2025-11-14
[2025-11-16T05:09:43.103436] [DEBUG] [MAG       ] CCO: Last date is validated at 2025-11-14
[2025-11-16T05:09:43.135289] [INFO ] [LOCAL     ] D: Saved forecast.
[2025-11-16T05:09:43.135609] [INFO ] [main      ] D: Signal=1 (Conf=80.0%), Magnitude=-0.04% (Conf=58.0291%)
[2025-11-16T05:09:43.136220] [INFO ] [main      ] Fetching symbol history for CNM...
[2025-11-16T05:09:43.136343] [DEBUG] [REMOTE    ] CNM: Fetching historical data.
[2025-11-16T05:09:43.136760] [INFO ] [main      ] Progress: 343/472 forecasts completed (72.7%). D finished in 0.8s. ETA: 23.1s. Rate: 335.16 forecasts/min
[2025-11-16T05:09:43.152276] [DEBUG] [REMOTE    ] CNM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:43.153368] [DEBUG] [LOCAL     ] Loaded configuration for CNM: 5 features, N/A% accuracy
[2025-11-16T05:09:43.153442] [INFO ] [LOCAL     ] CNM: Loaded 5 optimal features with 50.37% confidence from JSON config
[2025-11-16T05:09:43.153560] [DEBUG] [MAG       ] Building data for symbol: CNM with lookback: 0
[2025-11-16T05:09:43.154577] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:43.154687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:43.159840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:43.160838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:43.162110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:43.165183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:43.166355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:43.278961] [DEBUG] [MAG       ] VKQ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:43.279065] [DEBUG] [MAG       ] CCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:43.345712] [INFO ] [LOCAL     ] VKQ: Saved forecast.
[2025-11-16T05:09:43.346054] [INFO ] [main      ] VKQ: Signal=1 (Conf=80.0%), Magnitude=-0.12% (Conf=56.7137%)
[2025-11-16T05:09:43.346703] [INFO ] [main      ] Fetching symbol history for HSHP...
[2025-11-16T05:09:43.346828] [DEBUG] [REMOTE    ] HSHP: Fetching historical data.
[2025-11-16T05:09:43.348122] [INFO ] [main      ] Progress: 344/472 forecasts completed (72.9%). VKQ finished in 0.8s. ETA: 22.9s. Rate: 334.99 forecasts/min
[2025-11-16T05:09:43.349280] [INFO ] [LOCAL     ] CCO: Saved forecast.
[2025-11-16T05:09:43.349609] [INFO ] [main      ] CCO: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=25.5845%)
[2025-11-16T05:09:43.350207] [INFO ] [main      ] Fetching symbol history for UHAL...
[2025-11-16T05:09:43.350331] [DEBUG] [REMOTE    ] UHAL: Fetching historical data.
[2025-11-16T05:09:43.351410] [INFO ] [main      ] Progress: 345/472 forecasts completed (73.1%). CCO finished in 0.6s. ETA: 22.7s. Rate: 335.94 forecasts/min
[2025-11-16T05:09:43.361532] [DEBUG] [REMOTE    ] HSHP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:43.362534] [DEBUG] [LOCAL     ] Loaded configuration for HSHP: 5 features, N/A% accuracy
[2025-11-16T05:09:43.362674] [INFO ] [LOCAL     ] HSHP: Loaded 5 optimal features with 50.51% confidence from JSON config
[2025-11-16T05:09:43.362815] [DEBUG] [MAG       ] Building data for symbol: HSHP with lookback: 0
[2025-11-16T05:09:43.363822] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:43.363957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:43.364577] [DEBUG] [REMOTE    ] UHAL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:43.365303] [DEBUG] [LOCAL     ] Loaded configuration for UHAL: 3 features, N/A% accuracy
[2025-11-16T05:09:43.365501] [INFO ] [LOCAL     ] UHAL: Loaded 3 optimal features with 54.06% confidence from JSON config
[2025-11-16T05:09:43.365608] [DEBUG] [MAG       ] Building data for symbol: UHAL with lookback: 0
[2025-11-16T05:09:43.366633] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:43.366794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:43.367695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:09:43.368522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:09:43.369390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:43.370572] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:43.370514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:43.373259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:43.374039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:43.375330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:43.419060] [DEBUG] [MAG       ] CRM: Last date is validated at 2025-11-14
[2025-11-16T05:09:43.512609] [DEBUG] [MAG       ] CNM: Last date is validated at 2025-11-14
[2025-11-16T05:09:43.596317] [DEBUG] [MAG       ] CRM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:43.689098] [DEBUG] [MAG       ] CNM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:43.725477] [DEBUG] [MAG       ] UHAL: Last date is validated at 2025-11-14
[2025-11-16T05:09:43.725358] [DEBUG] [MAG       ] HSHP: Last date is validated at 2025-11-14
[2025-11-16T05:09:43.759455] [INFO ] [LOCAL     ] CRM: Saved forecast.
[2025-11-16T05:09:43.759804] [INFO ] [main      ] CRM: Signal=1 (Conf=80.0%), Magnitude=2.81% (Conf=46.9857%)
[2025-11-16T05:09:43.760368] [INFO ] [main      ] Fetching symbol history for DOW...
[2025-11-16T05:09:43.760492] [DEBUG] [REMOTE    ] DOW: Fetching historical data.
[2025-11-16T05:09:43.760546] [INFO ] [main      ] Progress: 346/472 forecasts completed (73.3%). CRM finished in 0.7s. ETA: 22.6s. Rate: 334.69 forecasts/min
[2025-11-16T05:09:43.775388] [DEBUG] [REMOTE    ] DOW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:43.776107] [DEBUG] [LOCAL     ] Loaded configuration for DOW: 5 features, N/A% accuracy
[2025-11-16T05:09:43.776170] [INFO ] [LOCAL     ] DOW: Loaded 5 optimal features with 51.95% confidence from JSON config
[2025-11-16T05:09:43.776252] [DEBUG] [MAG       ] Building data for symbol: DOW with lookback: 0
[2025-11-16T05:09:43.781217] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:43.781353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:43.783359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:43.784039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:43.784488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:43.786307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:43.787129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:43.835414] [INFO ] [LOCAL     ] CNM: Saved forecast.
[2025-11-16T05:09:43.835539] [INFO ] [main      ] CNM: Signal=1 (Conf=80.0%), Magnitude=-0.20% (Conf=50.3671%)
[2025-11-16T05:09:43.835876] [INFO ] [main      ] Fetching symbol history for SSTK...
[2025-11-16T05:09:43.836249] [DEBUG] [REMOTE    ] SSTK: Fetching historical data.
[2025-11-16T05:09:43.836768] [INFO ] [main      ] Progress: 347/472 forecasts completed (73.5%). CNM finished in 0.7s. ETA: 22.4s. Rate: 335.25 forecasts/min
[2025-11-16T05:09:43.851750] [DEBUG] [REMOTE    ] SSTK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:43.852632] [DEBUG] [LOCAL     ] Loaded configuration for SSTK: 4 features, N/A% accuracy
[2025-11-16T05:09:43.852775] [INFO ] [LOCAL     ] SSTK: Loaded 4 optimal features with 54.66% confidence from JSON config
[2025-11-16T05:09:43.852876] [DEBUG] [MAG       ] Building data for symbol: SSTK with lookback: 0
[2025-11-16T05:09:43.853874] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:43.854013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:43.855995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:43.856715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:43.857472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:43.862129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:43.906117] [DEBUG] [MAG       ] HSHP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:43.907182] [DEBUG] [MAG       ] UHAL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:43.982639] [INFO ] [LOCAL     ] HSHP: Saved forecast.
[2025-11-16T05:09:43.982995] [INFO ] [main      ] HSHP: Signal=1 (Conf=80.0%), Magnitude=-3.87% (Conf=50.5097%)
[2025-11-16T05:09:43.983290] [INFO ] [main      ] Fetching symbol history for VYX...
[2025-11-16T05:09:43.983733] [DEBUG] [REMOTE    ] VYX: Fetching historical data.
[2025-11-16T05:09:43.984748] [INFO ] [main      ] Progress: 348/472 forecasts completed (73.7%). HSHP finished in 0.6s. ETA: 22.2s. Rate: 335.42 forecasts/min
[2025-11-16T05:09:43.998522] [DEBUG] [REMOTE    ] VYX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:43.999370] [DEBUG] [LOCAL     ] Loaded configuration for VYX: 5 features, N/A% accuracy
[2025-11-16T05:09:43.999502] [INFO ] [LOCAL     ] VYX: Loaded 5 optimal features with 52.64% confidence from JSON config
[2025-11-16T05:09:43.999605] [DEBUG] [MAG       ] Building data for symbol: VYX with lookback: 0
[2025-11-16T05:09:44.001049] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:44.001236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:44.003572] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:44.004323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:44.004918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:44.010329] [INFO ] [LOCAL     ] UHAL: Saved forecast.
[2025-11-16T05:09:44.010444] [INFO ] [main      ] UHAL: Signal=1 (Conf=80.0%), Magnitude=1.10% (Conf=54.0618%)
[2025-11-16T05:09:44.010966] [INFO ] [main      ] Fetching symbol history for ETY...
[2025-11-16T05:09:44.011033] [DEBUG] [REMOTE    ] ETY: Fetching historical data.
[2025-11-16T05:09:44.011746] [INFO ] [main      ] Progress: 349/472 forecasts completed (73.9%). UHAL finished in 0.7s. ETA: 21.9s. Rate: 336.23 forecasts/min
[2025-11-16T05:09:44.025959] [DEBUG] [REMOTE    ] ETY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:44.026912] [DEBUG] [LOCAL     ] Loaded configuration for ETY: 6 features, N/A% accuracy
[2025-11-16T05:09:44.026976] [INFO ] [LOCAL     ] ETY: Loaded 6 optimal features with 49.79% confidence from JSON config
[2025-11-16T05:09:44.027019] [DEBUG] [MAG       ] Building data for symbol: ETY with lookback: 0
[2025-11-16T05:09:44.028071] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:44.028153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:44.030149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:44.030848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:44.031328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:44.032199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:44.034861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:44.036066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:44.138954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:44.146958] [DEBUG] [MAG       ] DOW: Last date is validated at 2025-11-14
[2025-11-16T05:09:44.160763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:44.225434] [DEBUG] [MAG       ] SSTK: Last date is validated at 2025-11-14
[2025-11-16T05:09:44.321071] [DEBUG] [MAG       ] DOW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:44.401124] [DEBUG] [MAG       ] ETY: Last date is validated at 2025-11-14
[2025-11-16T05:09:44.402228] [DEBUG] [MAG       ] SSTK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:44.420427] [INFO ] [LOCAL     ] DOW: Saved forecast.
[2025-11-16T05:09:44.420763] [INFO ] [main      ] DOW: Signal=1 (Conf=80.0%), Magnitude=-0.81% (Conf=51.9547%)
[2025-11-16T05:09:44.420983] [INFO ] [main      ] Fetching symbol history for SCHW...
[2025-11-16T05:09:44.421096] [DEBUG] [REMOTE    ] SCHW: Fetching historical data.
[2025-11-16T05:09:44.422089] [INFO ] [main      ] Progress: 350/472 forecasts completed (74.2%). DOW finished in 0.7s. ETA: 21.9s. Rate: 334.99 forecasts/min
[2025-11-16T05:09:44.435833] [DEBUG] [REMOTE    ] SCHW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:44.436695] [DEBUG] [LOCAL     ] Loaded configuration for SCHW: 6 features, N/A% accuracy
[2025-11-16T05:09:44.436821] [INFO ] [LOCAL     ] SCHW: Loaded 6 optimal features with 62.07% confidence from JSON config
[2025-11-16T05:09:44.436918] [DEBUG] [MAG       ] Building data for symbol: SCHW with lookback: 0
[2025-11-16T05:09:44.437917] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:44.438062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:44.439933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:44.440686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:44.441315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:44.441845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:44.442706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:09:44.444028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:44.511008] [INFO ] [LOCAL     ] SSTK: Saved forecast.
[2025-11-16T05:09:44.511190] [INFO ] [main      ] SSTK: Signal=1 (Conf=80.0%), Magnitude=1.86% (Conf=54.6645%)
[2025-11-16T05:09:44.511627] [INFO ] [main      ] Fetching symbol history for ITW...
[2025-11-16T05:09:44.511715] [DEBUG] [REMOTE    ] ITW: Fetching historical data.
[2025-11-16T05:09:44.512850] [INFO ] [main      ] Progress: 351/472 forecasts completed (74.4%). SSTK finished in 0.7s. ETA: 21.6s. Rate: 335.46 forecasts/min
[2025-11-16T05:09:44.519149] [DEBUG] [MAG       ] VYX: Last date is validated at 2025-11-14
[2025-11-16T05:09:44.526884] [DEBUG] [REMOTE    ] ITW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:44.527814] [DEBUG] [LOCAL     ] Loaded configuration for ITW: 2 features, N/A% accuracy
[2025-11-16T05:09:44.527879] [INFO ] [LOCAL     ] ITW: Loaded 2 optimal features with 54.35% confidence from JSON config
[2025-11-16T05:09:44.527917] [DEBUG] [MAG       ] Building data for symbol: ITW with lookback: 0
[2025-11-16T05:09:44.528869] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:44.528949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:44.533989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:44.583999] [DEBUG] [MAG       ] ETY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:44.655468] [INFO ] [LOCAL     ] ETY: Saved forecast.
[2025-11-16T05:09:44.655819] [INFO ] [main      ] ETY: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=49.7934%)
[2025-11-16T05:09:44.656368] [INFO ] [main      ] Fetching symbol history for U...
[2025-11-16T05:09:44.656510] [DEBUG] [REMOTE    ] U: Fetching historical data.
[2025-11-16T05:09:44.656778] [INFO ] [main      ] Progress: 352/472 forecasts completed (74.6%). ETY finished in 0.6s. ETA: 21.5s. Rate: 335.65 forecasts/min
[2025-11-16T05:09:44.664890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:44.671322] [DEBUG] [REMOTE    ] U: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:44.672514] [DEBUG] [LOCAL     ] Loaded configuration for U: 0 features, N/A% accuracy
[2025-11-16T05:09:44.672654] [INFO ] [LOCAL     ] U: Loaded 0 optimal features with 40.08% confidence from JSON config
[2025-11-16T05:09:44.672753] [DEBUG] [MAG       ] Building data for symbol: U with lookback: 0
[2025-11-16T05:09:44.673749] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:09:44.697632] [DEBUG] [MAG       ] VYX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:44.784276] [INFO ] [LOCAL     ] VYX: Saved forecast.
[2025-11-16T05:09:44.784617] [INFO ] [main      ] VYX: Signal=1 (Conf=80.0%), Magnitude=-1.76% (Conf=52.6362%)
[2025-11-16T05:09:44.784877] [INFO ] [main      ] Fetching symbol history for RTO...
[2025-11-16T05:09:44.785285] [DEBUG] [REMOTE    ] RTO: Fetching historical data.
[2025-11-16T05:09:44.785471] [INFO ] [main      ] Progress: 353/472 forecasts completed (74.8%). VYX finished in 0.8s. ETA: 21.3s. Rate: 335.91 forecasts/min
[2025-11-16T05:09:44.799608] [DEBUG] [REMOTE    ] RTO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:44.800527] [DEBUG] [LOCAL     ] Loaded configuration for RTO: 6 features, N/A% accuracy
[2025-11-16T05:09:44.800588] [INFO ] [LOCAL     ] RTO: Loaded 6 optimal features with 53.54% confidence from JSON config
[2025-11-16T05:09:44.800627] [DEBUG] [MAG       ] Building data for symbol: RTO with lookback: 0
[2025-11-16T05:09:44.801552] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:44.801668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:44.807043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:44.809135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:44.809737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:44.810346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:44.810888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:44.813419] [DEBUG] [MAG       ] SCHW: Last date is validated at 2025-11-14
[2025-11-16T05:09:44.871554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:44.993668] [DEBUG] [MAG       ] SCHW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:45.015048] [DEBUG] [MAG       ] ITW: Last date is validated at 2025-11-14
[2025-11-16T05:09:45.032582] [DEBUG] [MAG       ] U: Last date is validated at 2025-11-14
[2025-11-16T05:09:45.114450] [INFO ] [LOCAL     ] SCHW: Saved forecast.
[2025-11-16T05:09:45.114799] [INFO ] [main      ] SCHW: Signal=1 (Conf=80.0%), Magnitude=0.91% (Conf=62.0723%)
[2025-11-16T05:09:45.115075] [INFO ] [main      ] Fetching symbol history for IHD...
[2025-11-16T05:09:45.115187] [DEBUG] [REMOTE    ] IHD: Fetching historical data.
[2025-11-16T05:09:45.116309] [INFO ] [main      ] Progress: 354/472 forecasts completed (75.0%). SCHW finished in 0.7s. ETA: 21.1s. Rate: 335.11 forecasts/min
[2025-11-16T05:09:45.129493] [DEBUG] [REMOTE    ] IHD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:45.130314] [DEBUG] [LOCAL     ] Loaded configuration for IHD: 3 features, N/A% accuracy
[2025-11-16T05:09:45.130439] [INFO ] [LOCAL     ] IHD: Loaded 3 optimal features with 25.63% confidence from JSON config
[2025-11-16T05:09:45.130657] [DEBUG] [MAG       ] Building data for symbol: IHD with lookback: 0
[2025-11-16T05:09:45.131638] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:45.131814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:45.149354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:45.150909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:09:45.152692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:45.194199] [DEBUG] [MAG       ] ITW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:45.208873] [DEBUG] [MAG       ] U: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:45.229883] [DEBUG] [MAG       ] RTO: Last date is validated at 2025-11-14
[2025-11-16T05:09:45.321389] [INFO ] [LOCAL     ] U: Saved forecast.
[2025-11-16T05:09:45.321718] [INFO ] [main      ] U: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=40.0781%)
[2025-11-16T05:09:45.322266] [INFO ] [main      ] Fetching symbol history for NCV...
[2025-11-16T05:09:45.322387] [DEBUG] [REMOTE    ] NCV: Fetching historical data.
[2025-11-16T05:09:45.323503] [INFO ] [main      ] Progress: 355/472 forecasts completed (75.2%). U finished in 0.7s. ETA: 21.0s. Rate: 334.96 forecasts/min
[2025-11-16T05:09:45.337559] [DEBUG] [REMOTE    ] NCV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:45.338601] [DEBUG] [LOCAL     ] Loaded configuration for NCV: 5 features, N/A% accuracy
[2025-11-16T05:09:45.338783] [INFO ] [LOCAL     ] NCV: Loaded 5 optimal features with 51.21% confidence from JSON config
[2025-11-16T05:09:45.338890] [DEBUG] [MAG       ] Building data for symbol: NCV with lookback: 0
[2025-11-16T05:09:45.339897] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:45.340037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:45.345349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:45.346554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:45.347055] [INFO ] [LOCAL     ] ITW: Saved forecast.
[2025-11-16T05:09:45.347439] [INFO ] [main      ] ITW: Signal=1 (Conf=80.0%), Magnitude=1.31% (Conf=54.351%)
[2025-11-16T05:09:45.348022] [INFO ] [main      ] Fetching symbol history for SGU...
[2025-11-16T05:09:45.348148] [DEBUG] [REMOTE    ] SGU: Fetching historical data.
[2025-11-16T05:09:45.348438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:45.348633] [INFO ] [main      ] Progress: 356/472 forecasts completed (75.4%). ITW finished in 0.8s. ETA: 20.7s. Rate: 335.77 forecasts/min
[2025-11-16T05:09:45.363969] [DEBUG] [REMOTE    ] SGU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:45.365072] [DEBUG] [LOCAL     ] Loaded configuration for SGU: 5 features, N/A% accuracy
[2025-11-16T05:09:45.365202] [INFO ] [LOCAL     ] SGU: Loaded 5 optimal features with 56.42% confidence from JSON config
[2025-11-16T05:09:45.365305] [DEBUG] [MAG       ] Building data for symbol: SGU with lookback: 0
[2025-11-16T05:09:45.366350] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:45.366503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:45.367674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:45.369173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:45.373851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:09:45.374797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:09:45.376111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:45.407005] [DEBUG] [MAG       ] RTO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:45.406847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:45.408281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:45.511064] [INFO ] [LOCAL     ] RTO: Saved forecast.
[2025-11-16T05:09:45.511378] [INFO ] [main      ] RTO: Signal=1 (Conf=80.0%), Magnitude=3.37% (Conf=53.5394%)
[2025-11-16T05:09:45.511656] [INFO ] [main      ] Fetching symbol history for URI...
[2025-11-16T05:09:45.512019] [DEBUG] [REMOTE    ] URI: Fetching historical data.
[2025-11-16T05:09:45.513765] [INFO ] [main      ] Progress: 357/472 forecasts completed (75.6%). RTO finished in 0.7s. ETA: 20.5s. Rate: 335.84 forecasts/min
[2025-11-16T05:09:45.514223] [DEBUG] [MAG       ] IHD: Last date is validated at 2025-11-14
[2025-11-16T05:09:45.526347] [DEBUG] [REMOTE    ] URI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:45.527477] [DEBUG] [LOCAL     ] Loaded configuration for URI: 6 features, N/A% accuracy
[2025-11-16T05:09:45.527605] [INFO ] [LOCAL     ] URI: Loaded 6 optimal features with 55.95% confidence from JSON config
[2025-11-16T05:09:45.527728] [DEBUG] [MAG       ] Building data for symbol: URI with lookback: 0
[2025-11-16T05:09:45.528724] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:45.528860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:45.533995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:45.536030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:45.536786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:45.537229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:45.539842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:45.541125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:45.695467] [DEBUG] [MAG       ] IHD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:45.722043] [DEBUG] [MAG       ] SGU: Last date is validated at 2025-11-14
[2025-11-16T05:09:45.763544] [DEBUG] [MAG       ] NCV: Last date is validated at 2025-11-14
[2025-11-16T05:09:45.838862] [INFO ] [LOCAL     ] IHD: Saved forecast.
[2025-11-16T05:09:45.839141] [INFO ] [main      ] IHD: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=25.6287%)
[2025-11-16T05:09:45.839441] [INFO ] [main      ] Fetching symbol history for ALK...
[2025-11-16T05:09:45.839553] [DEBUG] [REMOTE    ] ALK: Fetching historical data.
[2025-11-16T05:09:45.840765] [INFO ] [main      ] Progress: 358/472 forecasts completed (75.8%). IHD finished in 0.7s. ETA: 20.4s. Rate: 335.06 forecasts/min
[2025-11-16T05:09:45.854183] [DEBUG] [REMOTE    ] ALK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:45.854989] [DEBUG] [LOCAL     ] Loaded configuration for ALK: 4 features, N/A% accuracy
[2025-11-16T05:09:45.855109] [INFO ] [LOCAL     ] ALK: Loaded 4 optimal features with 52.02% confidence from JSON config
[2025-11-16T05:09:45.855209] [DEBUG] [MAG       ] Building data for symbol: ALK with lookback: 0
[2025-11-16T05:09:45.856138] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:45.856274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:45.858231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:45.858904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:45.859420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:09:45.860743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:45.893798] [DEBUG] [MAG       ] URI: Last date is validated at 2025-11-14
[2025-11-16T05:09:45.897391] [DEBUG] [MAG       ] SGU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:45.940843] [DEBUG] [MAG       ] NCV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:46.014412] [INFO ] [LOCAL     ] NCV: Saved forecast.
[2025-11-16T05:09:46.014541] [INFO ] [main      ] NCV: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=51.2072%)
[2025-11-16T05:09:46.014852] [INFO ] [main      ] Fetching symbol history for SVV...
[2025-11-16T05:09:46.014939] [DEBUG] [REMOTE    ] SVV: Fetching historical data.
[2025-11-16T05:09:46.016053] [INFO ] [main      ] Progress: 359/472 forecasts completed (76.1%). NCV finished in 0.7s. ETA: 20.2s. Rate: 335.08 forecasts/min
[2025-11-16T05:09:46.030406] [DEBUG] [REMOTE    ] SVV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:46.031398] [DEBUG] [LOCAL     ] Loaded configuration for SVV: 5 features, N/A% accuracy
[2025-11-16T05:09:46.031486] [INFO ] [LOCAL     ] SVV: Loaded 5 optimal features with 45.83% confidence from JSON config
[2025-11-16T05:09:46.031539] [DEBUG] [MAG       ] Building data for symbol: SVV with lookback: 0
[2025-11-16T05:09:46.032695] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:46.032810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:46.033957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:46.036940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:46.038205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:46.040538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:09:46.042336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:46.042928] [INFO ] [LOCAL     ] SGU: Saved forecast.
[2025-11-16T05:09:46.043105] [INFO ] [main      ] SGU: Signal=1 (Conf=80.0%), Magnitude=0.17% (Conf=56.425%)
[2025-11-16T05:09:46.043748] [INFO ] [main      ] Fetching symbol history for GDDY...
[2025-11-16T05:09:46.043871] [DEBUG] [REMOTE    ] GDDY: Fetching historical data.
[2025-11-16T05:09:46.044745] [INFO ] [main      ] Progress: 360/472 forecasts completed (76.3%). SGU finished in 0.7s. ETA: 20.0s. Rate: 335.87 forecasts/min
[2025-11-16T05:09:46.059110] [DEBUG] [REMOTE    ] GDDY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:46.059941] [DEBUG] [LOCAL     ] Loaded configuration for GDDY: 5 features, N/A% accuracy
[2025-11-16T05:09:46.060062] [INFO ] [LOCAL     ] GDDY: Loaded 5 optimal features with 58.09% confidence from JSON config
[2025-11-16T05:09:46.060160] [DEBUG] [MAG       ] Building data for symbol: GDDY with lookback: 0
[2025-11-16T05:09:46.061167] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:46.061305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:46.063213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:46.063882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:46.080033] [DEBUG] [MAG       ] URI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:46.152038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:46.153238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:09:46.156568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:46.216576] [DEBUG] [MAG       ] ALK: Last date is validated at 2025-11-14
[2025-11-16T05:09:46.302053] [INFO ] [LOCAL     ] URI: Saved forecast.
[2025-11-16T05:09:46.302331] [INFO ] [main      ] URI: Signal=1 (Conf=80.0%), Magnitude=-0.36% (Conf=55.9471%)
[2025-11-16T05:09:46.302895] [INFO ] [main      ] Fetching symbol history for NEE...
[2025-11-16T05:09:46.303014] [DEBUG] [REMOTE    ] NEE: Fetching historical data.
[2025-11-16T05:09:46.303765] [INFO ] [main      ] Progress: 361/472 forecasts completed (76.5%). URI finished in 0.8s. ETA: 19.9s. Rate: 335.45 forecasts/min
[2025-11-16T05:09:46.315173] [DEBUG] [REMOTE    ] NEE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:46.315994] [DEBUG] [LOCAL     ] Loaded configuration for NEE: 6 features, N/A% accuracy
[2025-11-16T05:09:46.316057] [INFO ] [LOCAL     ] NEE: Loaded 6 optimal features with 52.20% confidence from JSON config
[2025-11-16T05:09:46.316094] [DEBUG] [MAG       ] Building data for symbol: NEE with lookback: 0
[2025-11-16T05:09:46.316938] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:46.317016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:46.321853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:46.323660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:46.324144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:46.325090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:09:46.325824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:46.326835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:46.390366] [DEBUG] [MAG       ] ALK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:46.412620] [DEBUG] [MAG       ] SVV: Last date is validated at 2025-11-14
[2025-11-16T05:09:46.502598] [DEBUG] [MAG       ] GDDY: Last date is validated at 2025-11-14
[2025-11-16T05:09:46.503630] [INFO ] [LOCAL     ] ALK: Saved forecast.
[2025-11-16T05:09:46.503957] [INFO ] [main      ] ALK: Signal=1 (Conf=80.0%), Magnitude=3.45% (Conf=52.0213%)
[2025-11-16T05:09:46.504227] [INFO ] [main      ] Fetching symbol history for VRTS...
[2025-11-16T05:09:46.504341] [DEBUG] [REMOTE    ] VRTS: Fetching historical data.
[2025-11-16T05:09:46.504962] [INFO ] [main      ] Progress: 362/472 forecasts completed (76.7%). ALK finished in 0.7s. ETA: 19.7s. Rate: 335.33 forecasts/min
[2025-11-16T05:09:46.518180] [DEBUG] [REMOTE    ] VRTS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:46.518857] [DEBUG] [LOCAL     ] Loaded configuration for VRTS: 4 features, N/A% accuracy
[2025-11-16T05:09:46.518928] [INFO ] [LOCAL     ] VRTS: Loaded 4 optimal features with 52.71% confidence from JSON config
[2025-11-16T05:09:46.518967] [DEBUG] [MAG       ] Building data for symbol: VRTS with lookback: 0
[2025-11-16T05:09:46.519871] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:46.519952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:46.524941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:46.526968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:46.527473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:46.529455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:46.592405] [DEBUG] [MAG       ] SVV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:46.661692] [DEBUG] [MAG       ] NEE: Last date is validated at 2025-11-14
[2025-11-16T05:09:46.679515] [DEBUG] [MAG       ] GDDY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:46.794938] [INFO ] [LOCAL     ] SVV: Saved forecast.
[2025-11-16T05:09:46.795211] [INFO ] [main      ] SVV: Signal=1 (Conf=80.0%), Magnitude=-3.26% (Conf=45.8327%)
[2025-11-16T05:09:46.795759] [INFO ] [main      ] Fetching symbol history for BXP...
[2025-11-16T05:09:46.795880] [DEBUG] [REMOTE    ] BXP: Fetching historical data.
[2025-11-16T05:09:46.796756] [INFO ] [main      ] Progress: 363/472 forecasts completed (76.9%). SVV finished in 0.8s. ETA: 19.5s. Rate: 334.75 forecasts/min
[2025-11-16T05:09:46.810376] [DEBUG] [REMOTE    ] BXP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:46.811114] [DEBUG] [LOCAL     ] Loaded configuration for BXP: 6 features, N/A% accuracy
[2025-11-16T05:09:46.811185] [INFO ] [LOCAL     ] BXP: Loaded 6 optimal features with 40.09% confidence from JSON config
[2025-11-16T05:09:46.811290] [DEBUG] [MAG       ] Building data for symbol: BXP with lookback: 0
[2025-11-16T05:09:46.812274] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:46.812365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:46.817490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:46.819549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:46.820109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:46.820595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:46.828723] [DEBUG] [MAG       ] NEE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:46.850729] [INFO ] [LOCAL     ] GDDY: Saved forecast.
[2025-11-16T05:09:46.851072] [INFO ] [main      ] GDDY: Signal=1 (Conf=80.0%), Magnitude=0.81% (Conf=58.0854%)
[2025-11-16T05:09:46.851622] [INFO ] [main      ] Fetching symbol history for COMP...
[2025-11-16T05:09:46.851724] [DEBUG] [REMOTE    ] COMP: Fetching historical data.
[2025-11-16T05:09:46.851741] [INFO ] [main      ] Progress: 364/472 forecasts completed (77.1%). GDDY finished in 0.8s. ETA: 19.3s. Rate: 335.39 forecasts/min
[2025-11-16T05:09:46.866863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:46.867110] [DEBUG] [REMOTE    ] COMP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:46.868094] [DEBUG] [LOCAL     ] Loaded configuration for COMP: 6 features, N/A% accuracy
[2025-11-16T05:09:46.868160] [INFO ] [LOCAL     ] COMP: Loaded 6 optimal features with 50.89% confidence from JSON config
[2025-11-16T05:09:46.868198] [DEBUG] [MAG       ] Building data for symbol: COMP with lookback: 0
[2025-11-16T05:09:46.868465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:46.869181] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:46.869284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:46.874222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:46.876111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:46.876698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:46.877151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:09:46.877878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:46.878590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:46.880393] [DEBUG] [MAG       ] VRTS: Last date is validated at 2025-11-14
[2025-11-16T05:09:46.943921] [INFO ] [LOCAL     ] NEE: Saved forecast.
[2025-11-16T05:09:46.944026] [INFO ] [main      ] NEE: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=52.197%)
[2025-11-16T05:09:46.944218] [INFO ] [main      ] Fetching symbol history for OUT...
[2025-11-16T05:09:46.944270] [DEBUG] [REMOTE    ] OUT: Fetching historical data.
[2025-11-16T05:09:46.944922] [INFO ] [main      ] Progress: 365/472 forecasts completed (77.3%). NEE finished in 0.6s. ETA: 19.1s. Rate: 335.83 forecasts/min
[2025-11-16T05:09:46.957386] [DEBUG] [REMOTE    ] OUT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:46.958025] [DEBUG] [LOCAL     ] Loaded configuration for OUT: 10 features, N/A% accuracy
[2025-11-16T05:09:46.958105] [INFO ] [LOCAL     ] OUT: Loaded 10 optimal features with 45.58% confidence from JSON config
[2025-11-16T05:09:46.958154] [DEBUG] [MAG       ] Building data for symbol: OUT with lookback: 0
[2025-11-16T05:09:46.958979] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:09:46.959089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:46.963951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:46.964732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:09:46.965473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:46.967248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:46.967769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:46.968836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:46.970492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:46.971543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:09:46.972280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:09:46.973024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:47.054481] [DEBUG] [MAG       ] VRTS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:47.202127] [INFO ] [LOCAL     ] VRTS: Saved forecast.
[2025-11-16T05:09:47.202435] [INFO ] [main      ] VRTS: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=52.71%)
[2025-11-16T05:09:47.202800] [INFO ] [main      ] Fetching symbol history for VICI...
[2025-11-16T05:09:47.202932] [DEBUG] [REMOTE    ] VICI: Fetching historical data.
[2025-11-16T05:09:47.204545] [INFO ] [main      ] Progress: 366/472 forecasts completed (77.5%). VRTS finished in 0.7s. ETA: 19.0s. Rate: 335.42 forecasts/min
[2025-11-16T05:09:47.216373] [DEBUG] [REMOTE    ] VICI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:47.217437] [DEBUG] [LOCAL     ] Loaded configuration for VICI: 6 features, N/A% accuracy
[2025-11-16T05:09:47.217562] [INFO ] [LOCAL     ] VICI: Loaded 6 optimal features with 47.95% confidence from JSON config
[2025-11-16T05:09:47.217681] [DEBUG] [MAG       ] Building data for symbol: VICI with lookback: 0
[2025-11-16T05:09:47.218364] [DEBUG] [MAG       ] BXP: Last date is validated at 2025-11-14
[2025-11-16T05:09:47.218596] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:47.218809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:47.223546] [DEBUG] [MAG       ] COMP: Last date is validated at 2025-11-14
[2025-11-16T05:09:47.224205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:47.226251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:47.226915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:47.288742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:47.290158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:09:47.292108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:47.315090] [DEBUG] [MAG       ] OUT: Last date is validated at 2025-11-14
[2025-11-16T05:09:47.393577] [DEBUG] [MAG       ] BXP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:47.396552] [DEBUG] [MAG       ] COMP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:47.483250] [INFO ] [LOCAL     ] COMP: Saved forecast.
[2025-11-16T05:09:47.483370] [INFO ] [main      ] COMP: Signal=1 (Conf=80.0%), Magnitude=-0.47% (Conf=50.8868%)
[2025-11-16T05:09:47.483606] [INFO ] [main      ] Fetching symbol history for CXM...
[2025-11-16T05:09:47.483679] [DEBUG] [REMOTE    ] CXM: Fetching historical data.
[2025-11-16T05:09:47.483987] [INFO ] [main      ] Progress: 367/472 forecasts completed (77.8%). COMP finished in 0.6s. ETA: 18.8s. Rate: 334.90 forecasts/min
[2025-11-16T05:09:47.484340] [DEBUG] [MAG       ] OUT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:47.500566] [DEBUG] [REMOTE    ] CXM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:47.501541] [DEBUG] [LOCAL     ] Loaded configuration for CXM: 4 features, N/A% accuracy
[2025-11-16T05:09:47.501606] [INFO ] [LOCAL     ] CXM: Loaded 4 optimal features with 49.40% confidence from JSON config
[2025-11-16T05:09:47.501662] [DEBUG] [MAG       ] Building data for symbol: CXM with lookback: 0
[2025-11-16T05:09:47.502553] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:47.502633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:47.504425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:47.505024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:47.506096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:47.508881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:47.518721] [INFO ] [LOCAL     ] BXP: Saved forecast.
[2025-11-16T05:09:47.518845] [INFO ] [main      ] BXP: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=40.0929%)
[2025-11-16T05:09:47.519350] [INFO ] [main      ] Fetching symbol history for GAM...
[2025-11-16T05:09:47.519412] [DEBUG] [REMOTE    ] GAM: Fetching historical data.
[2025-11-16T05:09:47.519463] [INFO ] [main      ] Progress: 368/472 forecasts completed (78.0%). BXP finished in 0.7s. ETA: 18.6s. Rate: 335.64 forecasts/min
[2025-11-16T05:09:47.533594] [DEBUG] [REMOTE    ] GAM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:47.534627] [DEBUG] [LOCAL     ] Loaded configuration for GAM: 5 features, N/A% accuracy
[2025-11-16T05:09:47.534709] [INFO ] [LOCAL     ] GAM: Loaded 5 optimal features with 55.66% confidence from JSON config
[2025-11-16T05:09:47.534781] [DEBUG] [MAG       ] Building data for symbol: GAM with lookback: 0
[2025-11-16T05:09:47.535721] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:47.535817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:47.541093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:47.542263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:47.544820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:47.546109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:47.548051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:47.577281] [INFO ] [LOCAL     ] OUT: Saved forecast.
[2025-11-16T05:09:47.577426] [INFO ] [main      ] OUT: Signal=1 (Conf=80.0%), Magnitude=1.76% (Conf=45.5806%)
[2025-11-16T05:09:47.577895] [INFO ] [main      ] Progress: 369/472 forecasts completed (78.2%). OUT finished in 0.6s. ETA: 18.4s. Rate: 336.25 forecasts/min
[2025-11-16T05:09:47.578055] [INFO ] [main      ] Fetching symbol history for GFL...
[2025-11-16T05:09:47.578114] [DEBUG] [REMOTE    ] GFL: Fetching historical data.
[2025-11-16T05:09:47.590514] [DEBUG] [REMOTE    ] GFL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:47.591147] [DEBUG] [LOCAL     ] Loaded configuration for GFL: 6 features, N/A% accuracy
[2025-11-16T05:09:47.591223] [INFO ] [LOCAL     ] GFL: Loaded 6 optimal features with 59.06% confidence from JSON config
[2025-11-16T05:09:47.591272] [DEBUG] [MAG       ] Building data for symbol: GFL with lookback: 0
[2025-11-16T05:09:47.592103] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:47.592196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:47.597009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:47.598810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:47.599313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:47.599748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:47.600367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:47.602231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:47.657377] [DEBUG] [MAG       ] VICI: Last date is validated at 2025-11-14
[2025-11-16T05:09:47.827575] [DEBUG] [MAG       ] VICI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:47.846183] [DEBUG] [MAG       ] CXM: Last date is validated at 2025-11-14
[2025-11-16T05:09:47.889532] [DEBUG] [MAG       ] GAM: Last date is validated at 2025-11-14
[2025-11-16T05:09:47.914354] [INFO ] [LOCAL     ] VICI: Saved forecast.
[2025-11-16T05:09:47.914737] [INFO ] [main      ] VICI: Signal=1 (Conf=80.0%), Magnitude=-0.08% (Conf=47.9537%)
[2025-11-16T05:09:47.915271] [INFO ] [main      ] Fetching symbol history for RSG...
[2025-11-16T05:09:47.915397] [DEBUG] [REMOTE    ] RSG: Fetching historical data.
[2025-11-16T05:09:47.916555] [INFO ] [main      ] Progress: 370/472 forecasts completed (78.4%). VICI finished in 0.7s. ETA: 18.2s. Rate: 335.43 forecasts/min
[2025-11-16T05:09:47.929947] [DEBUG] [REMOTE    ] RSG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:47.930818] [DEBUG] [LOCAL     ] Loaded configuration for RSG: 2 features, N/A% accuracy
[2025-11-16T05:09:47.930957] [INFO ] [LOCAL     ] RSG: Loaded 2 optimal features with 49.79% confidence from JSON config
[2025-11-16T05:09:47.931068] [DEBUG] [MAG       ] Building data for symbol: RSG with lookback: 0
[2025-11-16T05:09:47.932141] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:47.932281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:47.937780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:47.938957] [DEBUG] [MAG       ] GFL: Last date is validated at 2025-11-14
[2025-11-16T05:09:47.985891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:48.031133] [DEBUG] [MAG       ] CXM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:48.060510] [DEBUG] [MAG       ] GAM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:48.107255] [INFO ] [LOCAL     ] CXM: Saved forecast.
[2025-11-16T05:09:48.107535] [INFO ] [main      ] CXM: Signal=1 (Conf=80.0%), Magnitude=-0.87% (Conf=49.4042%)
[2025-11-16T05:09:48.107872] [INFO ] [main      ] Fetching symbol history for BLDR...
[2025-11-16T05:09:48.107992] [DEBUG] [REMOTE    ] BLDR: Fetching historical data.
[2025-11-16T05:09:48.109152] [INFO ] [main      ] Progress: 371/472 forecasts completed (78.6%). CXM finished in 0.6s. ETA: 18.1s. Rate: 335.37 forecasts/min
[2025-11-16T05:09:48.118320] [DEBUG] [MAG       ] GFL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:48.124617] [DEBUG] [REMOTE    ] BLDR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:48.125571] [DEBUG] [LOCAL     ] Loaded configuration for BLDR: 7 features, N/A% accuracy
[2025-11-16T05:09:48.125633] [INFO ] [LOCAL     ] BLDR: Loaded 7 optimal features with 47.59% confidence from JSON config
[2025-11-16T05:09:48.125707] [DEBUG] [MAG       ] Building data for symbol: BLDR with lookback: 0
[2025-11-16T05:09:48.126756] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:48.126841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:48.128708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:48.129320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:48.129852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:48.130287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:48.131214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:48.132636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:09:48.134212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:48.152302] [INFO ] [LOCAL     ] GAM: Saved forecast.
[2025-11-16T05:09:48.152426] [INFO ] [main      ] GAM: Signal=1 (Conf=80.0%), Magnitude=-0.71% (Conf=55.6636%)
[2025-11-16T05:09:48.152740] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-11-16T05:09:48.152997] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-11-16T05:09:48.154581] [INFO ] [main      ] Progress: 372/472 forecasts completed (78.8%). GAM finished in 0.6s. ETA: 17.9s. Rate: 336.04 forecasts/min
[2025-11-16T05:09:48.168097] [DEBUG] [REMOTE    ] BGX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:48.168930] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-11-16T05:09:48.169102] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-11-16T05:09:48.169208] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-11-16T05:09:48.170212] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:48.170353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:48.175848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:48.177843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:48.178454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:48.178980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:48.181501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:48.214771] [INFO ] [LOCAL     ] GFL: Saved forecast.
[2025-11-16T05:09:48.215157] [INFO ] [main      ] GFL: Signal=1 (Conf=80.0%), Magnitude=2.21% (Conf=59.0552%)
[2025-11-16T05:09:48.215598] [INFO ] [main      ] Fetching symbol history for DNA...
[2025-11-16T05:09:48.215735] [DEBUG] [REMOTE    ] DNA: Fetching historical data.
[2025-11-16T05:09:48.215790] [INFO ] [main      ] Progress: 373/472 forecasts completed (79.0%). GFL finished in 0.6s. ETA: 17.6s. Rate: 336.63 forecasts/min
[2025-11-16T05:09:48.228593] [DEBUG] [REMOTE    ] DNA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:48.229328] [DEBUG] [LOCAL     ] Loaded configuration for DNA: 3 features, N/A% accuracy
[2025-11-16T05:09:48.229495] [INFO ] [LOCAL     ] DNA: Loaded 3 optimal features with 54.70% confidence from JSON config
[2025-11-16T05:09:48.229594] [DEBUG] [MAG       ] Building data for symbol: DNA with lookback: 0
[2025-11-16T05:09:48.230524] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:48.230683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:48.231188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:48.232531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:48.232907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:48.233105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:48.233674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:48.235141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:48.334520] [DEBUG] [MAG       ] RSG: Last date is validated at 2025-11-14
[2025-11-16T05:09:48.513037] [DEBUG] [MAG       ] BLDR: Last date is validated at 2025-11-14
[2025-11-16T05:09:48.527718] [DEBUG] [MAG       ] RSG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:48.584683] [DEBUG] [MAG       ] DNA: Last date is validated at 2025-11-14
[2025-11-16T05:09:48.591503] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-11-14
[2025-11-16T05:09:48.665352] [INFO ] [LOCAL     ] RSG: Saved forecast.
[2025-11-16T05:09:48.665700] [INFO ] [main      ] RSG: Signal=1 (Conf=80.0%), Magnitude=1.67% (Conf=49.7873%)
[2025-11-16T05:09:48.665982] [INFO ] [main      ] Fetching symbol history for EOI...
[2025-11-16T05:09:48.666096] [DEBUG] [REMOTE    ] EOI: Fetching historical data.
[2025-11-16T05:09:48.667342] [INFO ] [main      ] Progress: 374/472 forecasts completed (79.2%). RSG finished in 0.7s. ETA: 17.5s. Rate: 335.26 forecasts/min
[2025-11-16T05:09:48.681149] [DEBUG] [REMOTE    ] EOI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:48.682177] [DEBUG] [LOCAL     ] Loaded configuration for EOI: 7 features, N/A% accuracy
[2025-11-16T05:09:48.682301] [INFO ] [LOCAL     ] EOI: Loaded 7 optimal features with 50.65% confidence from JSON config
[2025-11-16T05:09:48.682404] [DEBUG] [MAG       ] Building data for symbol: EOI with lookback: 0
[2025-11-16T05:09:48.683381] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:48.683523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:48.688751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:48.689515] [DEBUG] [MAG       ] BLDR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:48.690803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:48.691396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:48.691903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:48.692746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:48.695316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:09:48.698494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:48.756342] [DEBUG] [MAG       ] DNA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:48.769514] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:48.846752] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-11-16T05:09:48.847039] [INFO ] [main      ] BGX: Signal=1 (Conf=80.0%), Magnitude=-0.12% (Conf=39.5106%)
[2025-11-16T05:09:48.847623] [INFO ] [main      ] Fetching symbol history for UL...
[2025-11-16T05:09:48.847813] [DEBUG] [REMOTE    ] UL: Fetching historical data.
[2025-11-16T05:09:48.847790] [INFO ] [main      ] Progress: 375/472 forecasts completed (79.4%). BGX finished in 0.7s. ETA: 17.4s. Rate: 335.25 forecasts/min
[2025-11-16T05:09:48.849998] [INFO ] [LOCAL     ] DNA: Saved forecast.
[2025-11-16T05:09:48.850116] [INFO ] [main      ] DNA: Signal=1 (Conf=80.0%), Magnitude=-0.24% (Conf=54.7013%)
[2025-11-16T05:09:48.850664] [INFO ] [main      ] Progress: 376/472 forecasts completed (79.7%). DNA finished in 0.6s. ETA: 17.1s. Rate: 336.13 forecasts/min
[2025-11-16T05:09:48.851121] [INFO ] [main      ] Fetching symbol history for VVR...
[2025-11-16T05:09:48.851326] [DEBUG] [REMOTE    ] VVR: Fetching historical data.
[2025-11-16T05:09:48.862036] [DEBUG] [REMOTE    ] UL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:48.862864] [DEBUG] [LOCAL     ] Loaded configuration for UL: 1 features, N/A% accuracy
[2025-11-16T05:09:48.862936] [INFO ] [LOCAL     ] UL: Loaded 1 optimal features with 54.95% confidence from JSON config
[2025-11-16T05:09:48.863038] [DEBUG] [MAG       ] Building data for symbol: UL with lookback: 0
[2025-11-16T05:09:48.863981] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:48.864065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:48.866348] [DEBUG] [REMOTE    ] VVR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:48.867385] [DEBUG] [LOCAL     ] Loaded configuration for VVR: 6 features, N/A% accuracy
[2025-11-16T05:09:48.867476] [INFO ] [LOCAL     ] VVR: Loaded 6 optimal features with 39.24% confidence from JSON config
[2025-11-16T05:09:48.867528] [DEBUG] [MAG       ] Building data for symbol: VVR with lookback: 0
[2025-11-16T05:09:48.868472] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:48.868574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:48.874020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:48.876378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:48.877239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:48.878419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:09:48.879956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:09:48.880467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:48.881617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:48.972919] [INFO ] [LOCAL     ] BLDR: Saved forecast.
[2025-11-16T05:09:48.973042] [INFO ] [main      ] BLDR: Signal=1 (Conf=80.0%), Magnitude=-3.74% (Conf=47.5865%)
[2025-11-16T05:09:48.973273] [INFO ] [main      ] Fetching symbol history for SSB...
[2025-11-16T05:09:48.973331] [DEBUG] [REMOTE    ] SSB: Fetching historical data.
[2025-11-16T05:09:48.974762] [INFO ] [main      ] Progress: 377/472 forecasts completed (79.9%). BLDR finished in 0.9s. ETA: 16.9s. Rate: 336.40 forecasts/min
[2025-11-16T05:09:48.989089] [DEBUG] [REMOTE    ] SSB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:48.989832] [DEBUG] [LOCAL     ] Loaded configuration for SSB: 5 features, N/A% accuracy
[2025-11-16T05:09:48.989897] [INFO ] [LOCAL     ] SSB: Loaded 5 optimal features with 53.09% confidence from JSON config
[2025-11-16T05:09:48.989936] [DEBUG] [MAG       ] Building data for symbol: SSB with lookback: 0
[2025-11-16T05:09:48.990887] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:48.990970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:48.996208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:48.998435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:48.999021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:48.999873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:49.001015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:49.061989] [DEBUG] [MAG       ] EOI: Last date is validated at 2025-11-14
[2025-11-16T05:09:49.220125] [DEBUG] [MAG       ] UL: Last date is validated at 2025-11-14
[2025-11-16T05:09:49.237262] [DEBUG] [MAG       ] VVR: Last date is validated at 2025-11-14
[2025-11-16T05:09:49.238159] [DEBUG] [MAG       ] EOI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:49.315375] [INFO ] [LOCAL     ] EOI: Saved forecast.
[2025-11-16T05:09:49.315492] [INFO ] [main      ] EOI: Signal=1 (Conf=80.0%), Magnitude=-0.96% (Conf=50.6491%)
[2025-11-16T05:09:49.315746] [INFO ] [main      ] Fetching symbol history for WFG...
[2025-11-16T05:09:49.315810] [DEBUG] [REMOTE    ] WFG: Fetching historical data.
[2025-11-16T05:09:49.317754] [INFO ] [main      ] Progress: 378/472 forecasts completed (80.1%). EOI finished in 0.6s. ETA: 16.8s. Rate: 335.58 forecasts/min
[2025-11-16T05:09:49.329549] [DEBUG] [REMOTE    ] WFG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:49.330416] [DEBUG] [LOCAL     ] Loaded configuration for WFG: 6 features, N/A% accuracy
[2025-11-16T05:09:49.330481] [INFO ] [LOCAL     ] WFG: Loaded 6 optimal features with 51.25% confidence from JSON config
[2025-11-16T05:09:49.330517] [DEBUG] [MAG       ] Building data for symbol: WFG with lookback: 0
[2025-11-16T05:09:49.331438] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:49.331519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:49.333315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:49.333941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:49.334348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:49.362838] [DEBUG] [MAG       ] SSB: Last date is validated at 2025-11-14
[2025-11-16T05:09:49.381050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:49.383466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:09:49.385444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:49.392073] [DEBUG] [MAG       ] UL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:49.415155] [DEBUG] [MAG       ] VVR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:49.485922] [INFO ] [LOCAL     ] UL: Saved forecast.
[2025-11-16T05:09:49.486241] [INFO ] [main      ] UL: Signal=1 (Conf=80.0%), Magnitude=-2.72% (Conf=54.9547%)
[2025-11-16T05:09:49.486727] [INFO ] [main      ] Fetching symbol history for LDP...
[2025-11-16T05:09:49.486846] [DEBUG] [REMOTE    ] LDP: Fetching historical data.
[2025-11-16T05:09:49.486828] [INFO ] [main      ] Progress: 379/472 forecasts completed (80.3%). UL finished in 0.6s. ETA: 16.6s. Rate: 335.63 forecasts/min
[2025-11-16T05:09:49.499141] [DEBUG] [REMOTE    ] LDP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:49.499876] [DEBUG] [LOCAL     ] Loaded configuration for LDP: 4 features, N/A% accuracy
[2025-11-16T05:09:49.499999] [INFO ] [LOCAL     ] LDP: Loaded 4 optimal features with 52.53% confidence from JSON config
[2025-11-16T05:09:49.500108] [DEBUG] [MAG       ] Building data for symbol: LDP with lookback: 0
[2025-11-16T05:09:49.500956] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:49.501094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:49.502946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:49.503558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:49.544789] [DEBUG] [MAG       ] SSB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:49.548527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:49.571231] [INFO ] [LOCAL     ] VVR: Saved forecast.
[2025-11-16T05:09:49.571356] [INFO ] [main      ] VVR: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=39.2357%)
[2025-11-16T05:09:49.571912] [INFO ] [main      ] Progress: 380/472 forecasts completed (80.5%). VVR finished in 0.7s. ETA: 16.4s. Rate: 336.09 forecasts/min
[2025-11-16T05:09:49.572123] [INFO ] [main      ] Fetching symbol history for DBL...
[2025-11-16T05:09:49.572176] [DEBUG] [REMOTE    ] DBL: Fetching historical data.
[2025-11-16T05:09:49.587174] [DEBUG] [REMOTE    ] DBL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:49.587933] [DEBUG] [LOCAL     ] Loaded configuration for DBL: 5 features, N/A% accuracy
[2025-11-16T05:09:49.588002] [INFO ] [LOCAL     ] DBL: Loaded 5 optimal features with 32.54% confidence from JSON config
[2025-11-16T05:09:49.588043] [DEBUG] [MAG       ] Building data for symbol: DBL with lookback: 0
[2025-11-16T05:09:49.589007] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:49.589091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:49.591036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:49.591661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:49.592151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:49.594837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:49.595540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:49.604000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:49.675210] [INFO ] [LOCAL     ] SSB: Saved forecast.
[2025-11-16T05:09:49.675337] [INFO ] [main      ] SSB: Signal=1 (Conf=80.0%), Magnitude=-2.48% (Conf=53.0884%)
[2025-11-16T05:09:49.675572] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-11-16T05:09:49.675625] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-11-16T05:09:49.677384] [INFO ] [main      ] Progress: 381/472 forecasts completed (80.7%). SSB finished in 0.7s. ETA: 16.2s. Rate: 336.46 forecasts/min
[2025-11-16T05:09:49.690462] [DEBUG] [REMOTE    ] BLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:49.691434] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-11-16T05:09:49.691513] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-11-16T05:09:49.691561] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-11-16T05:09:49.692479] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:49.692699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:49.693733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:49.741005] [DEBUG] [MAG       ] WFG: Last date is validated at 2025-11-14
[2025-11-16T05:09:49.934333] [DEBUG] [MAG       ] WFG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:49.949991] [DEBUG] [MAG       ] LDP: Last date is validated at 2025-11-14
[2025-11-16T05:09:49.964676] [DEBUG] [MAG       ] DBL: Last date is validated at 2025-11-14
[2025-11-16T05:09:50.050396] [INFO ] [LOCAL     ] WFG: Saved forecast.
[2025-11-16T05:09:50.050696] [INFO ] [main      ] WFG: Signal=1 (Conf=80.0%), Magnitude=0.27% (Conf=51.2502%)
[2025-11-16T05:09:50.051247] [INFO ] [main      ] Fetching symbol history for BYM...
[2025-11-16T05:09:50.051363] [DEBUG] [REMOTE    ] BYM: Fetching historical data.
[2025-11-16T05:09:50.051467] [INFO ] [main      ] Progress: 382/472 forecasts completed (80.9%). WFG finished in 0.7s. ETA: 16.1s. Rate: 335.49 forecasts/min
[2025-11-16T05:09:50.066179] [DEBUG] [REMOTE    ] BYM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:50.067075] [DEBUG] [LOCAL     ] Loaded configuration for BYM: 7 features, N/A% accuracy
[2025-11-16T05:09:50.067142] [INFO ] [LOCAL     ] BYM: Loaded 7 optimal features with 48.79% confidence from JSON config
[2025-11-16T05:09:50.067187] [DEBUG] [MAG       ] Building data for symbol: BYM with lookback: 0
[2025-11-16T05:09:50.068315] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:50.068594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:50.073952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:50.076913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:50.077931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:50.079998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:50.080973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:50.082526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:50.083194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:50.119485] [DEBUG] [MAG       ] LDP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:50.144773] [DEBUG] [MAG       ] DBL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:50.151833] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-11-14
[2025-11-16T05:09:50.187441] [INFO ] [LOCAL     ] LDP: Saved forecast.
[2025-11-16T05:09:50.187548] [INFO ] [main      ] LDP: Signal=1 (Conf=80.0%), Magnitude=0.18% (Conf=52.5301%)
[2025-11-16T05:09:50.187922] [INFO ] [main      ] Fetching symbol history for NMT...
[2025-11-16T05:09:50.187982] [DEBUG] [REMOTE    ] NMT: Fetching historical data.
[2025-11-16T05:09:50.189763] [INFO ] [main      ] Progress: 383/472 forecasts completed (81.1%). LDP finished in 0.7s. ETA: 15.9s. Rate: 335.69 forecasts/min
[2025-11-16T05:09:50.199985] [DEBUG] [REMOTE    ] NMT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:50.200713] [DEBUG] [LOCAL     ] Loaded configuration for NMT: 6 features, N/A% accuracy
[2025-11-16T05:09:50.200777] [INFO ] [LOCAL     ] NMT: Loaded 6 optimal features with 41.08% confidence from JSON config
[2025-11-16T05:09:50.200815] [DEBUG] [MAG       ] Building data for symbol: NMT with lookback: 0
[2025-11-16T05:09:50.201603] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:50.201695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:50.203448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:50.203994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:50.204403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:09:50.205538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:09:50.208405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:50.210209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:50.213396] [INFO ] [LOCAL     ] DBL: Saved forecast.
[2025-11-16T05:09:50.213516] [INFO ] [main      ] DBL: Signal=1 (Conf=80.0%), Magnitude=-0.11% (Conf=32.5424%)
[2025-11-16T05:09:50.214053] [INFO ] [main      ] Progress: 384/472 forecasts completed (81.4%). DBL finished in 0.6s. ETA: 15.7s. Rate: 336.45 forecasts/min
[2025-11-16T05:09:50.214237] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-11-16T05:09:50.214289] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-11-16T05:09:50.228523] [DEBUG] [REMOTE    ] BROS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:50.229436] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-11-16T05:09:50.229501] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-11-16T05:09:50.229540] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-11-16T05:09:50.230559] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:09:50.230666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:50.235873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:50.237044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:50.238988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:50.239531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:50.240627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:50.242486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:09:50.243266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:09:50.244031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:50.245219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:09:50.251101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:50.329077] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:50.421129] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-11-16T05:09:50.421393] [INFO ] [main      ] BLX: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=54.8975%)
[2025-11-16T05:09:50.421708] [INFO ] [main      ] Fetching symbol history for VGM...
[2025-11-16T05:09:50.421818] [DEBUG] [REMOTE    ] VGM: Fetching historical data.
[2025-11-16T05:09:50.424093] [INFO ] [main      ] Progress: 385/472 forecasts completed (81.6%). BLX finished in 0.7s. ETA: 15.5s. Rate: 336.29 forecasts/min
[2025-11-16T05:09:50.425433] [DEBUG] [MAG       ] BYM: Last date is validated at 2025-11-14
[2025-11-16T05:09:50.436742] [DEBUG] [REMOTE    ] VGM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:50.437449] [DEBUG] [LOCAL     ] Loaded configuration for VGM: 10 features, N/A% accuracy
[2025-11-16T05:09:50.437596] [INFO ] [LOCAL     ] VGM: Loaded 10 optimal features with 38.74% confidence from JSON config
[2025-11-16T05:09:50.437694] [DEBUG] [MAG       ] Building data for symbol: VGM with lookback: 0
[2025-11-16T05:09:50.438590] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:09:50.438734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:50.443817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:50.444804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:50.447460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:50.449203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:50.450509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:09:50.452411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:50.455185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:50.456319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:50.458394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:09:50.464372] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:50.555149] [DEBUG] [MAG       ] NMT: Last date is validated at 2025-11-14
[2025-11-16T05:09:50.594761] [DEBUG] [MAG       ] BYM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:50.605963] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-11-14
[2025-11-16T05:09:50.667821] [INFO ] [LOCAL     ] BYM: Saved forecast.
[2025-11-16T05:09:50.667933] [INFO ] [main      ] BYM: Signal=1 (Conf=80.0%), Magnitude=-0.40% (Conf=48.7888%)
[2025-11-16T05:09:50.668153] [INFO ] [main      ] Fetching symbol history for TRTX...
[2025-11-16T05:09:50.668207] [DEBUG] [REMOTE    ] TRTX: Fetching historical data.
[2025-11-16T05:09:50.669348] [INFO ] [main      ] Progress: 386/472 forecasts completed (81.8%). BYM finished in 0.6s. ETA: 15.4s. Rate: 335.97 forecasts/min
[2025-11-16T05:09:50.682770] [DEBUG] [REMOTE    ] TRTX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:50.683502] [DEBUG] [LOCAL     ] Loaded configuration for TRTX: 5 features, N/A% accuracy
[2025-11-16T05:09:50.683847] [INFO ] [LOCAL     ] TRTX: Loaded 5 optimal features with 59.52% confidence from JSON config
[2025-11-16T05:09:50.683949] [DEBUG] [MAG       ] Building data for symbol: TRTX with lookback: 0
[2025-11-16T05:09:50.684909] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:50.685045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:50.690014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:50.691390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:09:50.694445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:09:50.698542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:09:50.700277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:50.726099] [DEBUG] [MAG       ] NMT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:50.820736] [DEBUG] [MAG       ] VGM: Last date is validated at 2025-11-14
[2025-11-16T05:09:50.857537] [INFO ] [LOCAL     ] NMT: Saved forecast.
[2025-11-16T05:09:50.857890] [INFO ] [main      ] NMT: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=41.0831%)
[2025-11-16T05:09:50.858323] [INFO ] [main      ] Fetching symbol history for SHG...
[2025-11-16T05:09:50.858629] [DEBUG] [REMOTE    ] SHG: Fetching historical data.
[2025-11-16T05:09:50.858854] [INFO ] [main      ] Progress: 387/472 forecasts completed (82.0%). NMT finished in 0.7s. ETA: 15.2s. Rate: 335.91 forecasts/min
[2025-11-16T05:09:50.872551] [DEBUG] [REMOTE    ] SHG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:50.873238] [DEBUG] [LOCAL     ] Loaded configuration for SHG: 3 features, N/A% accuracy
[2025-11-16T05:09:50.873300] [INFO ] [LOCAL     ] SHG: Loaded 3 optimal features with 51.08% confidence from JSON config
[2025-11-16T05:09:50.873337] [DEBUG] [MAG       ] Building data for symbol: SHG with lookback: 0
[2025-11-16T05:09:50.874206] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:50.874285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:50.879285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:50.880266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:50.891506] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:50.925008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:51.008595] [DEBUG] [MAG       ] VGM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:51.043879] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-11-16T05:09:51.043999] [INFO ] [main      ] BROS: Signal=1 (Conf=80.0%), Magnitude=-3.30% (Conf=51.0686%)
[2025-11-16T05:09:51.044229] [INFO ] [main      ] Fetching symbol history for SITC...
[2025-11-16T05:09:51.044283] [DEBUG] [REMOTE    ] SITC: Fetching historical data.
[2025-11-16T05:09:51.045318] [INFO ] [main      ] Progress: 388/472 forecasts completed (82.2%). BROS finished in 0.8s. ETA: 15.0s. Rate: 335.87 forecasts/min
[2025-11-16T05:09:51.059192] [DEBUG] [REMOTE    ] SITC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:51.060376] [DEBUG] [LOCAL     ] Loaded configuration for SITC: 6 features, N/A% accuracy
[2025-11-16T05:09:51.060512] [INFO ] [LOCAL     ] SITC: Loaded 6 optimal features with 49.03% confidence from JSON config
[2025-11-16T05:09:51.060620] [DEBUG] [MAG       ] Building data for symbol: SITC with lookback: 0
[2025-11-16T05:09:51.061690] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:51.061837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:51.063897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:51.064609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:51.065083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:51.066355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:51.069422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:51.076819] [DEBUG] [MAG       ] TRTX: Last date is validated at 2025-11-14
[2025-11-16T05:09:51.092821] [INFO ] [LOCAL     ] VGM: Saved forecast.
[2025-11-16T05:09:51.092947] [INFO ] [main      ] VGM: Signal=1 (Conf=80.0%), Magnitude=0.26% (Conf=38.7352%)
[2025-11-16T05:09:51.093422] [INFO ] [main      ] Progress: 389/472 forecasts completed (82.4%). VGM finished in 0.7s. ETA: 14.8s. Rate: 336.51 forecasts/min
[2025-11-16T05:09:51.093613] [INFO ] [main      ] Fetching symbol history for CUBE...
[2025-11-16T05:09:51.093698] [DEBUG] [REMOTE    ] CUBE: Fetching historical data.
[2025-11-16T05:09:51.108748] [DEBUG] [REMOTE    ] CUBE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:51.109631] [DEBUG] [LOCAL     ] Loaded configuration for CUBE: 7 features, N/A% accuracy
[2025-11-16T05:09:51.109723] [INFO ] [LOCAL     ] CUBE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-11-16T05:09:51.109782] [DEBUG] [MAG       ] Building data for symbol: CUBE with lookback: 0
[2025-11-16T05:09:51.110845] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:51.111041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:51.112920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:51.113575] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:51.115732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:51.242974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:51.245269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:51.250787] [DEBUG] [MAG       ] TRTX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:51.268397] [DEBUG] [MAG       ] SHG: Last date is validated at 2025-11-14
[2025-11-16T05:09:51.289811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:51.325555] [INFO ] [LOCAL     ] TRTX: Saved forecast.
[2025-11-16T05:09:51.325699] [INFO ] [main      ] TRTX: Signal=1 (Conf=80.0%), Magnitude=-0.49% (Conf=59.5208%)
[2025-11-16T05:09:51.325937] [INFO ] [main      ] Fetching symbol history for DLY...
[2025-11-16T05:09:51.325999] [DEBUG] [REMOTE    ] DLY: Fetching historical data.
[2025-11-16T05:09:51.327140] [INFO ] [main      ] Progress: 390/472 forecasts completed (82.6%). TRTX finished in 0.7s. ETA: 14.6s. Rate: 336.24 forecasts/min
[2025-11-16T05:09:51.340473] [DEBUG] [REMOTE    ] DLY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:51.341269] [DEBUG] [LOCAL     ] Loaded configuration for DLY: 3 features, N/A% accuracy
[2025-11-16T05:09:51.341389] [INFO ] [LOCAL     ] DLY: Loaded 3 optimal features with 60.67% confidence from JSON config
[2025-11-16T05:09:51.341486] [DEBUG] [MAG       ] Building data for symbol: DLY with lookback: 0
[2025-11-16T05:09:51.342429] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:51.342564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:51.343703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:09:51.347943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:51.349158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:51.377213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:09:51.380624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:51.441856] [DEBUG] [MAG       ] SHG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:51.462514] [DEBUG] [MAG       ] SITC: Last date is validated at 2025-11-14
[2025-11-16T05:09:51.538926] [INFO ] [LOCAL     ] SHG: Saved forecast.
[2025-11-16T05:09:51.539045] [INFO ] [main      ] SHG: Signal=1 (Conf=80.0%), Magnitude=-0.46% (Conf=51.0819%)
[2025-11-16T05:09:51.539440] [INFO ] [main      ] Fetching symbol history for SPIR...
[2025-11-16T05:09:51.539498] [DEBUG] [REMOTE    ] SPIR: Fetching historical data.
[2025-11-16T05:09:51.539989] [INFO ] [main      ] Progress: 391/472 forecasts completed (82.8%). SHG finished in 0.7s. ETA: 14.5s. Rate: 336.07 forecasts/min
[2025-11-16T05:09:51.551892] [DEBUG] [REMOTE    ] SPIR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:51.552674] [DEBUG] [LOCAL     ] Loaded configuration for SPIR: 7 features, N/A% accuracy
[2025-11-16T05:09:51.552796] [INFO ] [LOCAL     ] SPIR: Loaded 7 optimal features with 44.66% confidence from JSON config
[2025-11-16T05:09:51.552892] [DEBUG] [MAG       ] Building data for symbol: SPIR with lookback: 0
[2025-11-16T05:09:51.553815] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:51.553952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:51.555805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:51.556400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:51.556925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:51.603937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:51.605775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:51.610286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:09:51.613236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:51.634476] [DEBUG] [MAG       ] SITC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:51.694115] [DEBUG] [MAG       ] DLY: Last date is validated at 2025-11-14
[2025-11-16T05:09:51.717112] [INFO ] [LOCAL     ] SITC: Saved forecast.
[2025-11-16T05:09:51.717240] [INFO ] [main      ] SITC: Signal=1 (Conf=80.0%), Magnitude=-1.39% (Conf=49.0317%)
[2025-11-16T05:09:51.717495] [INFO ] [main      ] Fetching symbol history for RFM...
[2025-11-16T05:09:51.717555] [DEBUG] [REMOTE    ] RFM: Fetching historical data.
[2025-11-16T05:09:51.718674] [INFO ] [main      ] Progress: 392/472 forecasts completed (83.1%). SITC finished in 0.7s. ETA: 14.3s. Rate: 336.07 forecasts/min
[2025-11-16T05:09:51.730450] [DEBUG] [MAG       ] CUBE: Last date is validated at 2025-11-14
[2025-11-16T05:09:51.732676] [DEBUG] [REMOTE    ] RFM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:51.733514] [DEBUG] [LOCAL     ] Loaded configuration for RFM: 7 features, N/A% accuracy
[2025-11-16T05:09:51.733635] [INFO ] [LOCAL     ] RFM: Loaded 7 optimal features with 50.50% confidence from JSON config
[2025-11-16T05:09:51.733750] [DEBUG] [MAG       ] Building data for symbol: RFM with lookback: 0
[2025-11-16T05:09:51.734742] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:51.734881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:51.740059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:51.742068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:51.742701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:51.743189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:51.865507] [DEBUG] [MAG       ] DLY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:51.875494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:51.878352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:51.879664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:51.918193] [DEBUG] [MAG       ] CUBE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:51.929359] [INFO ] [LOCAL     ] DLY: Saved forecast.
[2025-11-16T05:09:51.929487] [INFO ] [main      ] DLY: Signal=1 (Conf=80.0%), Magnitude=-0.57% (Conf=60.672%)
[2025-11-16T05:09:51.929740] [INFO ] [main      ] Fetching symbol history for FTK...
[2025-11-16T05:09:51.929800] [DEBUG] [REMOTE    ] FTK: Fetching historical data.
[2025-11-16T05:09:51.930078] [INFO ] [main      ] Progress: 393/472 forecasts completed (83.3%). DLY finished in 0.6s. ETA: 14.1s. Rate: 335.92 forecasts/min
[2025-11-16T05:09:51.943714] [DEBUG] [REMOTE    ] FTK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:51.944657] [DEBUG] [LOCAL     ] Loaded configuration for FTK: 2 features, N/A% accuracy
[2025-11-16T05:09:51.944724] [INFO ] [LOCAL     ] FTK: Loaded 2 optimal features with 54.40% confidence from JSON config
[2025-11-16T05:09:51.944768] [DEBUG] [MAG       ] Building data for symbol: FTK with lookback: 0
[2025-11-16T05:09:51.945681] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:51.945760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:51.950622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:51.952379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:51.958979] [DEBUG] [MAG       ] SPIR: Last date is validated at 2025-11-14
[2025-11-16T05:09:52.016530] [INFO ] [LOCAL     ] CUBE: Saved forecast.
[2025-11-16T05:09:52.016669] [INFO ] [main      ] CUBE: Signal=1 (Conf=80.0%), Magnitude=-1.80% (Conf=49.7496%)
[2025-11-16T05:09:52.017174] [INFO ] [main      ] Fetching symbol history for UP...
[2025-11-16T05:09:52.017234] [DEBUG] [REMOTE    ] UP: Fetching historical data.
[2025-11-16T05:09:52.017814] [INFO ] [main      ] Progress: 394/472 forecasts completed (83.5%). CUBE finished in 0.9s. ETA: 13.9s. Rate: 336.35 forecasts/min
[2025-11-16T05:09:52.032041] [DEBUG] [REMOTE    ] UP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:52.032745] [DEBUG] [LOCAL     ] Loaded configuration for UP: 9 features, N/A% accuracy
[2025-11-16T05:09:52.032809] [INFO ] [LOCAL     ] UP: Loaded 9 optimal features with 67.71% confidence from JSON config
[2025-11-16T05:09:52.032847] [DEBUG] [MAG       ] Building data for symbol: UP with lookback: 0
[2025-11-16T05:09:52.033781] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:52.033902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:52.038981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:52.040889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:52.041424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:52.041856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:52.085395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:52.086603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:52.087837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:52.088485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:52.091308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:52.129431] [DEBUG] [MAG       ] SPIR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:52.237185] [DEBUG] [MAG       ] RFM: Last date is validated at 2025-11-14
[2025-11-16T05:09:52.251444] [INFO ] [LOCAL     ] SPIR: Saved forecast.
[2025-11-16T05:09:52.251546] [INFO ] [main      ] SPIR: Signal=1 (Conf=80.0%), Magnitude=3.02% (Conf=44.6554%)
[2025-11-16T05:09:52.251759] [INFO ] [main      ] Fetching symbol history for VNO...
[2025-11-16T05:09:52.252186] [INFO ] [main      ] Progress: 395/472 forecasts completed (83.7%). SPIR finished in 0.7s. ETA: 13.7s. Rate: 336.08 forecasts/min
[2025-11-16T05:09:52.252113] [DEBUG] [REMOTE    ] VNO: Fetching historical data.
[2025-11-16T05:09:52.264732] [DEBUG] [REMOTE    ] VNO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:52.265494] [DEBUG] [LOCAL     ] Loaded configuration for VNO: 7 features, N/A% accuracy
[2025-11-16T05:09:52.265565] [INFO ] [LOCAL     ] VNO: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-11-16T05:09:52.265616] [DEBUG] [MAG       ] Building data for symbol: VNO with lookback: 0
[2025-11-16T05:09:52.266493] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:52.266592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:52.272626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:52.273504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:52.274504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:52.275741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:52.278667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:09:52.280252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:09:52.281669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:52.290975] [DEBUG] [MAG       ] FTK: Last date is validated at 2025-11-14
[2025-11-16T05:09:52.417481] [DEBUG] [MAG       ] RFM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:52.435166] [DEBUG] [MAG       ] UP: Last date is validated at 2025-11-14
[2025-11-16T05:09:52.469592] [DEBUG] [MAG       ] FTK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:52.493920] [INFO ] [LOCAL     ] RFM: Saved forecast.
[2025-11-16T05:09:52.494037] [INFO ] [main      ] RFM: Signal=1 (Conf=80.0%), Magnitude=1.43% (Conf=50.4953%)
[2025-11-16T05:09:52.494244] [INFO ] [main      ] Fetching symbol history for DUK...
[2025-11-16T05:09:52.494320] [DEBUG] [REMOTE    ] DUK: Fetching historical data.
[2025-11-16T05:09:52.495235] [INFO ] [main      ] Progress: 396/472 forecasts completed (83.9%). RFM finished in 0.8s. ETA: 13.6s. Rate: 335.78 forecasts/min
[2025-11-16T05:09:52.509230] [DEBUG] [REMOTE    ] DUK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:52.510278] [DEBUG] [LOCAL     ] Loaded configuration for DUK: 3 features, N/A% accuracy
[2025-11-16T05:09:52.510401] [INFO ] [LOCAL     ] DUK: Loaded 3 optimal features with 63.52% confidence from JSON config
[2025-11-16T05:09:52.510501] [DEBUG] [MAG       ] Building data for symbol: DUK with lookback: 0
[2025-11-16T05:09:52.511541] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:52.511717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:52.517093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:52.517962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:52.518749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:52.557949] [INFO ] [LOCAL     ] FTK: Saved forecast.
[2025-11-16T05:09:52.558067] [INFO ] [main      ] FTK: Signal=1 (Conf=80.0%), Magnitude=6.91% (Conf=54.3954%)
[2025-11-16T05:09:52.558297] [INFO ] [main      ] Fetching symbol history for HLX...
[2025-11-16T05:09:52.558351] [DEBUG] [REMOTE    ] HLX: Fetching historical data.
[2025-11-16T05:09:52.558978] [INFO ] [main      ] Progress: 397/472 forecasts completed (84.1%). FTK finished in 0.6s. ETA: 13.4s. Rate: 336.32 forecasts/min
[2025-11-16T05:09:52.572604] [DEBUG] [REMOTE    ] HLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:52.573547] [DEBUG] [LOCAL     ] Loaded configuration for HLX: 8 features, N/A% accuracy
[2025-11-16T05:09:52.573606] [INFO ] [LOCAL     ] HLX: Loaded 8 optimal features with 59.11% confidence from JSON config
[2025-11-16T05:09:52.573665] [DEBUG] [MAG       ] Building data for symbol: HLX with lookback: 0
[2025-11-16T05:09:52.574721] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:52.574806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:52.579988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:52.581962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:52.582478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:52.582902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:52.583666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:52.586287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:09:52.587099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:09:52.587820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:52.611252] [DEBUG] [MAG       ] UP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:52.636198] [DEBUG] [MAG       ] VNO: Last date is validated at 2025-11-14
[2025-11-16T05:09:52.692267] [INFO ] [LOCAL     ] UP: Saved forecast.
[2025-11-16T05:09:52.692379] [INFO ] [main      ] UP: Signal=1 (Conf=80.0%), Magnitude=-11.21% (Conf=67.7149%)
[2025-11-16T05:09:52.692595] [INFO ] [main      ] Fetching symbol history for CNI...
[2025-11-16T05:09:52.692666] [DEBUG] [REMOTE    ] CNI: Fetching historical data.
[2025-11-16T05:09:52.693841] [INFO ] [main      ] Progress: 398/472 forecasts completed (84.3%). UP finished in 0.7s. ETA: 13.2s. Rate: 336.53 forecasts/min
[2025-11-16T05:09:52.707898] [DEBUG] [REMOTE    ] CNI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:52.708574] [DEBUG] [LOCAL     ] Loaded configuration for CNI: 6 features, N/A% accuracy
[2025-11-16T05:09:52.708631] [INFO ] [LOCAL     ] CNI: Loaded 6 optimal features with 71.92% confidence from JSON config
[2025-11-16T05:09:52.708690] [DEBUG] [MAG       ] Building data for symbol: CNI with lookback: 0
[2025-11-16T05:09:52.709588] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:52.709691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:52.714790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:52.716868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:52.717464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:52.717970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:52.718451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:09:52.719224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:52.811027] [DEBUG] [MAG       ] VNO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:52.868919] [DEBUG] [MAG       ] DUK: Last date is validated at 2025-11-14
[2025-11-16T05:09:52.932974] [DEBUG] [MAG       ] HLX: Last date is validated at 2025-11-14
[2025-11-16T05:09:53.024912] [INFO ] [LOCAL     ] VNO: Saved forecast.
[2025-11-16T05:09:53.025148] [INFO ] [main      ] VNO: Signal=1 (Conf=80.0%), Magnitude=-5.55% (Conf=47.1196%)
[2025-11-16T05:09:53.025440] [INFO ] [main      ] Fetching symbol history for ATO...
[2025-11-16T05:09:53.025776] [DEBUG] [REMOTE    ] ATO: Fetching historical data.
[2025-11-16T05:09:53.026755] [INFO ] [main      ] Progress: 399/472 forecasts completed (84.5%). VNO finished in 0.8s. ETA: 13.0s. Rate: 335.80 forecasts/min
[2025-11-16T05:09:53.038978] [DEBUG] [REMOTE    ] ATO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:53.039907] [DEBUG] [LOCAL     ] Loaded configuration for ATO: 8 features, N/A% accuracy
[2025-11-16T05:09:53.040027] [INFO ] [LOCAL     ] ATO: Loaded 8 optimal features with 45.46% confidence from JSON config
[2025-11-16T05:09:53.040124] [DEBUG] [MAG       ] Building data for symbol: ATO with lookback: 0
[2025-11-16T05:09:53.040999] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:53.041150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:53.046013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:53.047910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:53.048468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:53.048973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:53.049851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:53.050754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:53.052450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:09:53.054151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:53.056304] [DEBUG] [MAG       ] DUK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:53.071400] [DEBUG] [MAG       ] CNI: Last date is validated at 2025-11-14
[2025-11-16T05:09:53.102972] [DEBUG] [MAG       ] HLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:53.172719] [INFO ] [LOCAL     ] DUK: Saved forecast.
[2025-11-16T05:09:53.172835] [INFO ] [main      ] DUK: Signal=1 (Conf=80.0%), Magnitude=0.95% (Conf=63.5238%)
[2025-11-16T05:09:53.173075] [INFO ] [main      ] Fetching symbol history for EOT...
[2025-11-16T05:09:53.173131] [DEBUG] [REMOTE    ] EOT: Fetching historical data.
[2025-11-16T05:09:53.174410] [INFO ] [main      ] Progress: 400/472 forecasts completed (84.7%). DUK finished in 0.7s. ETA: 12.9s. Rate: 335.94 forecasts/min
[2025-11-16T05:09:53.184661] [INFO ] [LOCAL     ] HLX: Saved forecast.
[2025-11-16T05:09:53.184789] [INFO ] [main      ] HLX: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=59.1141%)
[2025-11-16T05:09:53.185297] [INFO ] [main      ] Fetching symbol history for EVR...
[2025-11-16T05:09:53.185358] [DEBUG] [REMOTE    ] EVR: Fetching historical data.
[2025-11-16T05:09:53.185723] [INFO ] [main      ] Progress: 401/472 forecasts completed (85.0%). HLX finished in 0.6s. ETA: 12.7s. Rate: 336.73 forecasts/min
[2025-11-16T05:09:53.188234] [DEBUG] [REMOTE    ] EOT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:53.188949] [DEBUG] [LOCAL     ] Loaded configuration for EOT: 6 features, N/A% accuracy
[2025-11-16T05:09:53.189069] [INFO ] [LOCAL     ] EOT: Loaded 6 optimal features with 52.61% confidence from JSON config
[2025-11-16T05:09:53.189166] [DEBUG] [MAG       ] Building data for symbol: EOT with lookback: 0
[2025-11-16T05:09:53.190219] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:53.190361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:53.192240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:53.192908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:53.193964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:53.199285] [DEBUG] [REMOTE    ] EVR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:53.200156] [DEBUG] [LOCAL     ] Loaded configuration for EVR: 3 features, N/A% accuracy
[2025-11-16T05:09:53.200221] [INFO ] [LOCAL     ] EVR: Loaded 3 optimal features with 49.91% confidence from JSON config
[2025-11-16T05:09:53.200258] [DEBUG] [MAG       ] Building data for symbol: EVR with lookback: 0
[2025-11-16T05:09:53.201157] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:53.201236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:53.203697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:53.243064] [DEBUG] [MAG       ] CNI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:53.289762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:09:53.291692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:53.321419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:53.323030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:53.325211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:53.358128] [INFO ] [LOCAL     ] CNI: Saved forecast.
[2025-11-16T05:09:53.358259] [INFO ] [main      ] CNI: Signal=1 (Conf=80.0%), Magnitude=-1.13% (Conf=71.9214%)
[2025-11-16T05:09:53.358841] [INFO ] [main      ] Fetching symbol history for ESRT...
[2025-11-16T05:09:53.358913] [DEBUG] [REMOTE    ] ESRT: Fetching historical data.
[2025-11-16T05:09:53.359154] [INFO ] [main      ] Progress: 402/472 forecasts completed (85.2%). CNI finished in 0.7s. ETA: 12.5s. Rate: 336.75 forecasts/min
[2025-11-16T05:09:53.374623] [DEBUG] [REMOTE    ] ESRT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:53.375344] [DEBUG] [LOCAL     ] Loaded configuration for ESRT: 8 features, N/A% accuracy
[2025-11-16T05:09:53.375401] [INFO ] [LOCAL     ] ESRT: Loaded 8 optimal features with 52.50% confidence from JSON config
[2025-11-16T05:09:53.375440] [DEBUG] [MAG       ] Building data for symbol: ESRT with lookback: 0
[2025-11-16T05:09:53.376360] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:53.376467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:53.381542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:53.384121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:53.408922] [DEBUG] [MAG       ] ATO: Last date is validated at 2025-11-14
[2025-11-16T05:09:53.442710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:53.443937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:53.446218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:53.446897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:53.448164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:53.450296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:53.583023] [DEBUG] [MAG       ] ATO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:53.641414] [DEBUG] [MAG       ] EVR: Last date is validated at 2025-11-14
[2025-11-16T05:09:53.673241] [DEBUG] [MAG       ] EOT: Last date is validated at 2025-11-14
[2025-11-16T05:09:53.709899] [INFO ] [LOCAL     ] ATO: Saved forecast.
[2025-11-16T05:09:53.710007] [INFO ] [main      ] ATO: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=45.4619%)
[2025-11-16T05:09:53.710313] [INFO ] [main      ] Fetching symbol history for CALX...
[2025-11-16T05:09:53.710586] [DEBUG] [REMOTE    ] CALX: Fetching historical data.
[2025-11-16T05:09:53.711631] [INFO ] [main      ] Progress: 403/472 forecasts completed (85.4%). ATO finished in 0.7s. ETA: 12.3s. Rate: 335.94 forecasts/min
[2025-11-16T05:09:53.723482] [DEBUG] [REMOTE    ] CALX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:53.724096] [DEBUG] [LOCAL     ] Loaded configuration for CALX: 3 features, N/A% accuracy
[2025-11-16T05:09:53.724334] [INFO ] [LOCAL     ] CALX: Loaded 3 optimal features with 47.75% confidence from JSON config
[2025-11-16T05:09:53.724436] [DEBUG] [MAG       ] Building data for symbol: CALX with lookback: 0
[2025-11-16T05:09:53.725331] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:53.725470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:53.726358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:53.727678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:09:53.733859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:53.800016] [DEBUG] [MAG       ] ESRT: Last date is validated at 2025-11-14
[2025-11-16T05:09:53.820044] [DEBUG] [MAG       ] EVR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:53.868181] [DEBUG] [MAG       ] EOT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:53.943200] [INFO ] [LOCAL     ] EOT: Saved forecast.
[2025-11-16T05:09:53.943372] [INFO ] [main      ] EOT: Signal=1 (Conf=80.0%), Magnitude=-0.19% (Conf=52.6056%)
[2025-11-16T05:09:53.943797] [INFO ] [main      ] Fetching symbol history for REXR...
[2025-11-16T05:09:53.943880] [DEBUG] [REMOTE    ] REXR: Fetching historical data.
[2025-11-16T05:09:53.944393] [INFO ] [main      ] Progress: 404/472 forecasts completed (85.6%). EOT finished in 0.8s. ETA: 12.2s. Rate: 335.68 forecasts/min
[2025-11-16T05:09:53.960958] [DEBUG] [REMOTE    ] REXR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:53.961848] [DEBUG] [LOCAL     ] Loaded configuration for REXR: 1 features, N/A% accuracy
[2025-11-16T05:09:53.961932] [INFO ] [LOCAL     ] REXR: Loaded 1 optimal features with 51.62% confidence from JSON config
[2025-11-16T05:09:53.961983] [DEBUG] [MAG       ] Building data for symbol: REXR with lookback: 0
[2025-11-16T05:09:53.963017] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:53.963101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:09:53.966971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:53.975703] [DEBUG] [MAG       ] ESRT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:53.989222] [INFO ] [LOCAL     ] EVR: Saved forecast.
[2025-11-16T05:09:53.989341] [INFO ] [main      ] EVR: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=49.9099%)
[2025-11-16T05:09:53.989954] [INFO ] [main      ] Fetching symbol history for BNY...
[2025-11-16T05:09:53.990026] [DEBUG] [REMOTE    ] BNY: Fetching historical data.
[2025-11-16T05:09:53.991030] [INFO ] [main      ] Progress: 405/472 forecasts completed (85.8%). EVR finished in 0.8s. ETA: 12.0s. Rate: 336.30 forecasts/min
[2025-11-16T05:09:54.006193] [DEBUG] [REMOTE    ] BNY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:54.007174] [DEBUG] [LOCAL     ] Loaded configuration for BNY: 6 features, N/A% accuracy
[2025-11-16T05:09:54.007242] [INFO ] [LOCAL     ] BNY: Loaded 6 optimal features with 43.47% confidence from JSON config
[2025-11-16T05:09:54.007283] [DEBUG] [MAG       ] Building data for symbol: BNY with lookback: 0
[2025-11-16T05:09:54.008216] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:54.008301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:54.014183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:54.015159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:54.016073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:09:54.022143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:09:54.023700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:54.025666] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:54.065519] [INFO ] [LOCAL     ] ESRT: Saved forecast.
[2025-11-16T05:09:54.065664] [INFO ] [main      ] ESRT: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=52.4998%)
[2025-11-16T05:09:54.066282] [INFO ] [main      ] Fetching symbol history for GCO...
[2025-11-16T05:09:54.066350] [DEBUG] [REMOTE    ] GCO: Fetching historical data.
[2025-11-16T05:09:54.066770] [INFO ] [main      ] Progress: 406/472 forecasts completed (86.0%). ESRT finished in 0.7s. ETA: 11.8s. Rate: 336.78 forecasts/min
[2025-11-16T05:09:54.081966] [DEBUG] [REMOTE    ] GCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:54.082934] [DEBUG] [LOCAL     ] Loaded configuration for GCO: 1 features, N/A% accuracy
[2025-11-16T05:09:54.083000] [INFO ] [LOCAL     ] GCO: Loaded 1 optimal features with 51.67% confidence from JSON config
[2025-11-16T05:09:54.083055] [DEBUG] [MAG       ] Building data for symbol: GCO with lookback: 0
[2025-11-16T05:09:54.083985] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:54.084061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:54.103965] [DEBUG] [MAG       ] CALX: Last date is validated at 2025-11-14
[2025-11-16T05:09:54.129108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:54.280089] [DEBUG] [MAG       ] CALX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:54.328483] [DEBUG] [MAG       ] REXR: Last date is validated at 2025-11-14
[2025-11-16T05:09:54.379870] [DEBUG] [MAG       ] BNY: Last date is validated at 2025-11-14
[2025-11-16T05:09:54.397226] [INFO ] [LOCAL     ] CALX: Saved forecast.
[2025-11-16T05:09:54.397476] [INFO ] [main      ] CALX: Signal=1 (Conf=80.0%), Magnitude=-0.97% (Conf=47.7451%)
[2025-11-16T05:09:54.397807] [INFO ] [main      ] Fetching symbol history for FLC...
[2025-11-16T05:09:54.398122] [DEBUG] [REMOTE    ] FLC: Fetching historical data.
[2025-11-16T05:09:54.399296] [INFO ] [main      ] Progress: 407/472 forecasts completed (86.2%). CALX finished in 0.7s. ETA: 11.6s. Rate: 336.06 forecasts/min
[2025-11-16T05:09:54.411858] [DEBUG] [REMOTE    ] FLC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:54.412810] [DEBUG] [LOCAL     ] Loaded configuration for FLC: 4 features, N/A% accuracy
[2025-11-16T05:09:54.412933] [INFO ] [LOCAL     ] FLC: Loaded 4 optimal features with 45.25% confidence from JSON config
[2025-11-16T05:09:54.413030] [DEBUG] [MAG       ] Building data for symbol: FLC with lookback: 0
[2025-11-16T05:09:54.413998] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:54.414132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:54.416020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:54.416669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:54.417148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:09:54.437000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:54.484503] [DEBUG] [MAG       ] GCO: Last date is validated at 2025-11-14
[2025-11-16T05:09:54.502058] [DEBUG] [MAG       ] REXR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:54.558452] [DEBUG] [MAG       ] BNY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:54.600087] [INFO ] [LOCAL     ] REXR: Saved forecast.
[2025-11-16T05:09:54.600213] [INFO ] [main      ] REXR: Signal=1 (Conf=80.0%), Magnitude=-1.92% (Conf=51.6153%)
[2025-11-16T05:09:54.600468] [INFO ] [main      ] Fetching symbol history for GFF...
[2025-11-16T05:09:54.600533] [DEBUG] [REMOTE    ] GFF: Fetching historical data.
[2025-11-16T05:09:54.601262] [INFO ] [main      ] Progress: 408/472 forecasts completed (86.4%). REXR finished in 0.7s. ETA: 11.4s. Rate: 335.95 forecasts/min
[2025-11-16T05:09:54.614923] [DEBUG] [REMOTE    ] GFF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:54.615843] [DEBUG] [LOCAL     ] Loaded configuration for GFF: 2 features, N/A% accuracy
[2025-11-16T05:09:54.615912] [INFO ] [LOCAL     ] GFF: Loaded 2 optimal features with 40.44% confidence from JSON config
[2025-11-16T05:09:54.615951] [DEBUG] [MAG       ] Building data for symbol: GFF with lookback: 0
[2025-11-16T05:09:54.616988] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:54.617070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:54.622170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:54.623311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:54.632236] [INFO ] [LOCAL     ] BNY: Saved forecast.
[2025-11-16T05:09:54.632355] [INFO ] [main      ] BNY: Signal=1 (Conf=80.0%), Magnitude=-0.13% (Conf=43.4699%)
[2025-11-16T05:09:54.632594] [INFO ] [main      ] Fetching symbol history for MFC...
[2025-11-16T05:09:54.632665] [DEBUG] [REMOTE    ] MFC: Fetching historical data.
[2025-11-16T05:09:54.633131] [INFO ] [main      ] Progress: 409/472 forecasts completed (86.7%). BNY finished in 0.6s. ETA: 11.2s. Rate: 336.63 forecasts/min
[2025-11-16T05:09:54.647340] [DEBUG] [REMOTE    ] MFC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:54.648258] [DEBUG] [LOCAL     ] Loaded configuration for MFC: 1 features, N/A% accuracy
[2025-11-16T05:09:54.648378] [INFO ] [LOCAL     ] MFC: Loaded 1 optimal features with 66.66% confidence from JSON config
[2025-11-16T05:09:54.648432] [DEBUG] [MAG       ] Building data for symbol: MFC with lookback: 0
[2025-11-16T05:09:54.649429] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:54.649566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:54.654777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:54.660092] [DEBUG] [MAG       ] GCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:54.771192] [INFO ] [LOCAL     ] GCO: Saved forecast.
[2025-11-16T05:09:54.771308] [INFO ] [main      ] GCO: Signal=1 (Conf=80.0%), Magnitude=-1.92% (Conf=51.6691%)
[2025-11-16T05:09:54.771544] [INFO ] [main      ] Fetching symbol history for VST...
[2025-11-16T05:09:54.771599] [DEBUG] [REMOTE    ] VST: Fetching historical data.
[2025-11-16T05:09:54.772132] [INFO ] [main      ] Progress: 410/472 forecasts completed (86.9%). GCO finished in 0.7s. ETA: 11.0s. Rate: 336.81 forecasts/min
[2025-11-16T05:09:54.783215] [DEBUG] [MAG       ] FLC: Last date is validated at 2025-11-14
[2025-11-16T05:09:54.787586] [DEBUG] [REMOTE    ] VST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:54.788320] [DEBUG] [LOCAL     ] Loaded configuration for VST: 6 features, N/A% accuracy
[2025-11-16T05:09:54.788413] [INFO ] [LOCAL     ] VST: Loaded 6 optimal features with 73.85% confidence from JSON config
[2025-11-16T05:09:54.788459] [DEBUG] [MAG       ] Building data for symbol: VST with lookback: 0
[2025-11-16T05:09:54.789431] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:54.789514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:54.791712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:54.793767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:54.794358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:54.795515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:54.797774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:09:54.804172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:54.951803] [DEBUG] [MAG       ] FLC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:54.972845] [DEBUG] [MAG       ] GFF: Last date is validated at 2025-11-14
[2025-11-16T05:09:55.015364] [INFO ] [LOCAL     ] FLC: Saved forecast.
[2025-11-16T05:09:55.015473] [INFO ] [main      ] FLC: Signal=1 (Conf=80.0%), Magnitude=-0.21% (Conf=45.2461%)
[2025-11-16T05:09:55.015899] [INFO ] [main      ] Fetching symbol history for NRDY...
[2025-11-16T05:09:55.015966] [DEBUG] [REMOTE    ] NRDY: Fetching historical data.
[2025-11-16T05:09:55.016869] [INFO ] [main      ] Progress: 411/472 forecasts completed (87.1%). FLC finished in 0.6s. ETA: 10.9s. Rate: 336.50 forecasts/min
[2025-11-16T05:09:55.028619] [DEBUG] [REMOTE    ] NRDY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:55.029549] [DEBUG] [LOCAL     ] Loaded configuration for NRDY: 8 features, N/A% accuracy
[2025-11-16T05:09:55.029692] [INFO ] [LOCAL     ] NRDY: Loaded 8 optimal features with 44.84% confidence from JSON config
[2025-11-16T05:09:55.029793] [DEBUG] [MAG       ] Building data for symbol: NRDY with lookback: 0
[2025-11-16T05:09:55.030672] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:55.030807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:55.035725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:55.037544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:55.038111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:55.038589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:55.039403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:55.118383] [DEBUG] [MAG       ] MFC: Last date is validated at 2025-11-14
[2025-11-16T05:09:55.150509] [DEBUG] [MAG       ] GFF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:55.162904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:55.165988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:09:55.168950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:55.173990] [DEBUG] [MAG       ] VST: Last date is validated at 2025-11-14
[2025-11-16T05:09:55.274782] [INFO ] [LOCAL     ] GFF: Saved forecast.
[2025-11-16T05:09:55.274908] [INFO ] [main      ] GFF: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=40.4384%)
[2025-11-16T05:09:55.275530] [INFO ] [main      ] Fetching symbol history for L...
[2025-11-16T05:09:55.275593] [DEBUG] [REMOTE    ] L: Fetching historical data.
[2025-11-16T05:09:55.275918] [INFO ] [main      ] Progress: 412/472 forecasts completed (87.3%). GFF finished in 0.7s. ETA: 10.7s. Rate: 336.13 forecasts/min
[2025-11-16T05:09:55.290061] [DEBUG] [REMOTE    ] L: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:55.291035] [DEBUG] [LOCAL     ] Loaded configuration for L: 5 features, N/A% accuracy
[2025-11-16T05:09:55.291103] [INFO ] [LOCAL     ] L: Loaded 5 optimal features with 67.19% confidence from JSON config
[2025-11-16T05:09:55.291148] [DEBUG] [MAG       ] Building data for symbol: L with lookback: 0
[2025-11-16T05:09:55.291043] [DEBUG] [MAG       ] MFC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:55.292091] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:55.292171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:55.293965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:55.294538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:55.294964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:55.296669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:55.350303] [DEBUG] [MAG       ] VST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:55.355829] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:55.378505] [INFO ] [LOCAL     ] MFC: Saved forecast.
[2025-11-16T05:09:55.378738] [INFO ] [main      ] MFC: Signal=1 (Conf=80.0%), Magnitude=2.03% (Conf=66.6621%)
[2025-11-16T05:09:55.379062] [INFO ] [main      ] Fetching symbol history for CRC...
[2025-11-16T05:09:55.379178] [DEBUG] [REMOTE    ] CRC: Fetching historical data.
[2025-11-16T05:09:55.380391] [INFO ] [main      ] Progress: 413/472 forecasts completed (87.5%). MFC finished in 0.7s. ETA: 10.5s. Rate: 336.47 forecasts/min
[2025-11-16T05:09:55.394008] [DEBUG] [REMOTE    ] CRC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:55.394832] [DEBUG] [LOCAL     ] Loaded configuration for CRC: 10 features, N/A% accuracy
[2025-11-16T05:09:55.394955] [INFO ] [LOCAL     ] CRC: Loaded 10 optimal features with 52.36% confidence from JSON config
[2025-11-16T05:09:55.395053] [DEBUG] [MAG       ] Building data for symbol: CRC with lookback: 0
[2025-11-16T05:09:55.396047] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:09:55.396227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:55.398093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:55.444254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:55.503475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:55.505255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:55.506224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:55.506417] [DEBUG] [MAG       ] NRDY: Last date is validated at 2025-11-14
[2025-11-16T05:09:55.507436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:55.509559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:55.510173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:55.511521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:55.513765] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:55.527564] [INFO ] [LOCAL     ] VST: Saved forecast.
[2025-11-16T05:09:55.527710] [INFO ] [main      ] VST: Signal=1 (Conf=80.0%), Magnitude=3.15% (Conf=73.8481%)
[2025-11-16T05:09:55.528234] [INFO ] [main      ] Fetching symbol history for NAZ...
[2025-11-16T05:09:55.528301] [DEBUG] [REMOTE    ] NAZ: Fetching historical data.
[2025-11-16T05:09:55.528808] [INFO ] [main      ] Progress: 414/472 forecasts completed (87.7%). VST finished in 0.8s. ETA: 10.3s. Rate: 336.61 forecasts/min
[2025-11-16T05:09:55.544228] [DEBUG] [REMOTE    ] NAZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:55.545470] [DEBUG] [LOCAL     ] Loaded configuration for NAZ: 11 features, N/A% accuracy
[2025-11-16T05:09:55.545538] [INFO ] [LOCAL     ] NAZ: Loaded 11 optimal features with 46.24% confidence from JSON config
[2025-11-16T05:09:55.545577] [DEBUG] [MAG       ] Building data for symbol: NAZ with lookback: 0
[2025-11-16T05:09:55.546587] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:09:55.546699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:55.551798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:55.552739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:55.675167] [DEBUG] [MAG       ] NRDY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:55.683782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:55.703794] [DEBUG] [MAG       ] L: Last date is validated at 2025-11-14
[2025-11-16T05:09:55.742254] [INFO ] [LOCAL     ] NRDY: Saved forecast.
[2025-11-16T05:09:55.742364] [INFO ] [main      ] NRDY: Signal=1 (Conf=80.0%), Magnitude=-0.28% (Conf=44.8398%)
[2025-11-16T05:09:55.742797] [INFO ] [main      ] Progress: 415/472 forecasts completed (87.9%). NRDY finished in 0.7s. ETA: 10.2s. Rate: 336.45 forecasts/min
[2025-11-16T05:09:55.742948] [INFO ] [main      ] Fetching symbol history for FINS...
[2025-11-16T05:09:55.743018] [DEBUG] [REMOTE    ] FINS: Fetching historical data.
[2025-11-16T05:09:55.756307] [DEBUG] [REMOTE    ] FINS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:55.757247] [DEBUG] [LOCAL     ] Loaded configuration for FINS: 4 features, N/A% accuracy
[2025-11-16T05:09:55.757323] [INFO ] [LOCAL     ] FINS: Loaded 4 optimal features with 44.43% confidence from JSON config
[2025-11-16T05:09:55.757426] [DEBUG] [MAG       ] Building data for symbol: FINS with lookback: 0
[2025-11-16T05:09:55.758316] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:55.758416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:55.763329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:55.765228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:55.765818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:55.766286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:55.776000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:55.778750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:55.779879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:09:55.780698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:55.782624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:55.783153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:55.784292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:55.786451] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:55.872883] [DEBUG] [MAG       ] CRC: Last date is validated at 2025-11-14
[2025-11-16T05:09:55.873915] [DEBUG] [MAG       ] L: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:55.984807] [INFO ] [LOCAL     ] L: Saved forecast.
[2025-11-16T05:09:55.984928] [INFO ] [main      ] L: Signal=1 (Conf=80.0%), Magnitude=-0.32% (Conf=67.1894%)
[2025-11-16T05:09:55.985165] [INFO ] [main      ] Fetching symbol history for MSD...
[2025-11-16T05:09:55.985219] [DEBUG] [REMOTE    ] MSD: Fetching historical data.
[2025-11-16T05:09:55.986413] [INFO ] [main      ] Progress: 416/472 forecasts completed (88.1%). L finished in 0.7s. ETA: 10.0s. Rate: 336.15 forecasts/min
[2025-11-16T05:09:56.000567] [DEBUG] [REMOTE    ] MSD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:56.001491] [DEBUG] [LOCAL     ] Loaded configuration for MSD: 6 features, N/A% accuracy
[2025-11-16T05:09:56.001568] [INFO ] [LOCAL     ] MSD: Loaded 6 optimal features with 46.31% confidence from JSON config
[2025-11-16T05:09:56.001606] [DEBUG] [MAG       ] Building data for symbol: MSD with lookback: 0
[2025-11-16T05:09:56.002780] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:56.002874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:56.004151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:09:56.009279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:56.011188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:56.011733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:56.012971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:56.015292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:56.046912] [DEBUG] [MAG       ] CRC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:56.113594] [DEBUG] [MAG       ] FINS: Last date is validated at 2025-11-14
[2025-11-16T05:09:56.136096] [DEBUG] [MAG       ] NAZ: Last date is validated at 2025-11-14
[2025-11-16T05:09:56.166149] [INFO ] [LOCAL     ] CRC: Saved forecast.
[2025-11-16T05:09:56.166282] [INFO ] [main      ] CRC: Signal=1 (Conf=80.0%), Magnitude=-0.38% (Conf=52.3561%)
[2025-11-16T05:09:56.166699] [INFO ] [main      ] Fetching symbol history for UNH...
[2025-11-16T05:09:56.166768] [DEBUG] [REMOTE    ] UNH: Fetching historical data.
[2025-11-16T05:09:56.168179] [INFO ] [main      ] Progress: 417/472 forecasts completed (88.3%). CRC finished in 0.8s. ETA: 9.8s. Rate: 336.13 forecasts/min
[2025-11-16T05:09:56.181785] [DEBUG] [REMOTE    ] UNH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:56.182424] [DEBUG] [LOCAL     ] Loaded configuration for UNH: 1 features, N/A% accuracy
[2025-11-16T05:09:56.182606] [INFO ] [LOCAL     ] UNH: Loaded 1 optimal features with 53.45% confidence from JSON config
[2025-11-16T05:09:56.182725] [DEBUG] [MAG       ] Building data for symbol: UNH with lookback: 0
[2025-11-16T05:09:56.183710] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:56.183856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:56.228373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:56.298223] [DEBUG] [MAG       ] FINS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:56.314918] [DEBUG] [MAG       ] NAZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:56.367943] [INFO ] [LOCAL     ] FINS: Saved forecast.
[2025-11-16T05:09:56.368066] [INFO ] [main      ] FINS: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=44.4293%)
[2025-11-16T05:09:56.368313] [INFO ] [main      ] Fetching symbol history for TGT...
[2025-11-16T05:09:56.368375] [DEBUG] [REMOTE    ] TGT: Fetching historical data.
[2025-11-16T05:09:56.368995] [INFO ] [main      ] Progress: 418/472 forecasts completed (88.6%). FINS finished in 0.6s. ETA: 9.6s. Rate: 336.03 forecasts/min
[2025-11-16T05:09:56.369977] [DEBUG] [MAG       ] MSD: Last date is validated at 2025-11-14
[2025-11-16T05:09:56.383634] [DEBUG] [REMOTE    ] TGT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:56.384351] [DEBUG] [LOCAL     ] Loaded configuration for TGT: 3 features, N/A% accuracy
[2025-11-16T05:09:56.384410] [INFO ] [LOCAL     ] TGT: Loaded 3 optimal features with 48.97% confidence from JSON config
[2025-11-16T05:09:56.384449] [DEBUG] [MAG       ] Building data for symbol: TGT with lookback: 0
[2025-11-16T05:09:56.385421] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:56.385505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:56.388109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:56.389012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:56.391226] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:56.392707] [INFO ] [LOCAL     ] NAZ: Saved forecast.
[2025-11-16T05:09:56.392820] [INFO ] [main      ] NAZ: Signal=1 (Conf=80.0%), Magnitude=0.07% (Conf=46.2429%)
[2025-11-16T05:09:56.393297] [INFO ] [main      ] Fetching symbol history for EMR...
[2025-11-16T05:09:56.393358] [DEBUG] [REMOTE    ] EMR: Fetching historical data.
[2025-11-16T05:09:56.393771] [INFO ] [main      ] Progress: 419/472 forecasts completed (88.8%). NAZ finished in 0.9s. ETA: 9.4s. Rate: 336.73 forecasts/min
[2025-11-16T05:09:56.408480] [DEBUG] [REMOTE    ] EMR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:56.409374] [DEBUG] [LOCAL     ] Loaded configuration for EMR: 5 features, N/A% accuracy
[2025-11-16T05:09:56.409439] [INFO ] [LOCAL     ] EMR: Loaded 5 optimal features with 63.97% confidence from JSON config
[2025-11-16T05:09:56.409476] [DEBUG] [MAG       ] Building data for symbol: EMR with lookback: 0
[2025-11-16T05:09:56.410359] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:56.410437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:56.412275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:56.412870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:09:56.415062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:09:56.416297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:09:56.419402] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:56.546667] [DEBUG] [MAG       ] MSD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:56.574670] [DEBUG] [MAG       ] UNH: Last date is validated at 2025-11-14
[2025-11-16T05:09:56.617206] [INFO ] [LOCAL     ] MSD: Saved forecast.
[2025-11-16T05:09:56.617509] [INFO ] [main      ] MSD: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=46.3095%)
[2025-11-16T05:09:56.617797] [INFO ] [main      ] Fetching symbol history for TYL...
[2025-11-16T05:09:56.618201] [DEBUG] [REMOTE    ] TYL: Fetching historical data.
[2025-11-16T05:09:56.618382] [INFO ] [main      ] Progress: 420/472 forecasts completed (89.0%). MSD finished in 0.6s. ETA: 9.3s. Rate: 336.52 forecasts/min
[2025-11-16T05:09:56.632307] [DEBUG] [REMOTE    ] TYL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:56.633000] [DEBUG] [LOCAL     ] Loaded configuration for TYL: 2 features, N/A% accuracy
[2025-11-16T05:09:56.633062] [INFO ] [LOCAL     ] TYL: Loaded 2 optimal features with 49.76% confidence from JSON config
[2025-11-16T05:09:56.633099] [DEBUG] [MAG       ] Building data for symbol: TYL with lookback: 0
[2025-11-16T05:09:56.634265] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:56.634345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:56.679995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:56.681339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:56.743730] [DEBUG] [MAG       ] TGT: Last date is validated at 2025-11-14
[2025-11-16T05:09:56.752410] [DEBUG] [MAG       ] UNH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:56.765524] [DEBUG] [MAG       ] EMR: Last date is validated at 2025-11-14
[2025-11-16T05:09:56.915397] [DEBUG] [MAG       ] TGT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:56.938331] [DEBUG] [MAG       ] EMR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:56.973316] [INFO ] [LOCAL     ] UNH: Saved forecast.
[2025-11-16T05:09:56.973434] [INFO ] [main      ] UNH: Signal=1 (Conf=80.0%), Magnitude=-4.58% (Conf=53.4519%)
[2025-11-16T05:09:56.973701] [INFO ] [main      ] Fetching symbol history for RM...
[2025-11-16T05:09:56.973763] [DEBUG] [REMOTE    ] RM: Fetching historical data.
[2025-11-16T05:09:56.975781] [INFO ] [main      ] Progress: 421/472 forecasts completed (89.2%). UNH finished in 0.8s. ETA: 9.1s. Rate: 335.72 forecasts/min
[2025-11-16T05:09:56.989952] [DEBUG] [REMOTE    ] RM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:56.990594] [DEBUG] [LOCAL     ] Loaded configuration for RM: 7 features, N/A% accuracy
[2025-11-16T05:09:56.990682] [INFO ] [LOCAL     ] RM: Loaded 7 optimal features with 51.80% confidence from JSON config
[2025-11-16T05:09:56.990733] [DEBUG] [MAG       ] Building data for symbol: RM with lookback: 0
[2025-11-16T05:09:56.991745] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:56.991829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:56.997181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:56.999223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:56.999786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:57.000264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:57.000747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:57.025765] [DEBUG] [MAG       ] TYL: Last date is validated at 2025-11-14
[2025-11-16T05:09:57.081563] [INFO ] [LOCAL     ] EMR: Saved forecast.
[2025-11-16T05:09:57.081698] [INFO ] [main      ] EMR: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=63.9663%)
[2025-11-16T05:09:57.081907] [INFO ] [main      ] Fetching symbol history for HAE...
[2025-11-16T05:09:57.081965] [DEBUG] [REMOTE    ] HAE: Fetching historical data.
[2025-11-16T05:09:57.083240] [INFO ] [main      ] Progress: 422/472 forecasts completed (89.4%). EMR finished in 0.7s. ETA: 8.9s. Rate: 336.03 forecasts/min
[2025-11-16T05:09:57.089742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:57.091030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:57.093113] [INFO ] [LOCAL     ] TGT: Saved forecast.
[2025-11-16T05:09:57.093234] [INFO ] [main      ] TGT: Signal=1 (Conf=80.0%), Magnitude=-2.25% (Conf=48.9683%)
[2025-11-16T05:09:57.093747] [INFO ] [main      ] Fetching symbol history for THW...
[2025-11-16T05:09:57.093883] [INFO ] [main      ] Progress: 423/472 forecasts completed (89.6%). TGT finished in 0.7s. ETA: 8.7s. Rate: 336.78 forecasts/min
[2025-11-16T05:09:57.093924] [DEBUG] [REMOTE    ] THW: Fetching historical data.
[2025-11-16T05:09:57.098199] [DEBUG] [REMOTE    ] HAE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:57.099089] [DEBUG] [LOCAL     ] Loaded configuration for HAE: 3 features, N/A% accuracy
[2025-11-16T05:09:57.099152] [INFO ] [LOCAL     ] HAE: Loaded 3 optimal features with 42.39% confidence from JSON config
[2025-11-16T05:09:57.099194] [DEBUG] [MAG       ] Building data for symbol: HAE with lookback: 0
[2025-11-16T05:09:57.100087] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:57.100170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:57.102016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:57.102596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:57.103071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:57.109371] [DEBUG] [REMOTE    ] THW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:57.110063] [DEBUG] [LOCAL     ] Loaded configuration for THW: 5 features, N/A% accuracy
[2025-11-16T05:09:57.110189] [INFO ] [LOCAL     ] THW: Loaded 5 optimal features with 44.72% confidence from JSON config
[2025-11-16T05:09:57.110285] [DEBUG] [MAG       ] Building data for symbol: THW with lookback: 0
[2025-11-16T05:09:57.111238] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:57.111374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:57.113236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:57.113896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:57.114371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:57.115897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:57.116637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:57.195789] [DEBUG] [MAG       ] TYL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:57.359819] [INFO ] [LOCAL     ] TYL: Saved forecast.
[2025-11-16T05:09:57.359951] [INFO ] [main      ] TYL: Signal=1 (Conf=80.0%), Magnitude=2.19% (Conf=49.7618%)
[2025-11-16T05:09:57.360474] [INFO ] [main      ] Fetching symbol history for USB...
[2025-11-16T05:09:57.360535] [DEBUG] [REMOTE    ] USB: Fetching historical data.
[2025-11-16T05:09:57.362444] [INFO ] [main      ] Progress: 424/472 forecasts completed (89.8%). TYL finished in 0.7s. ETA: 8.6s. Rate: 336.38 forecasts/min
[2025-11-16T05:09:57.375158] [DEBUG] [REMOTE    ] USB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:57.375852] [DEBUG] [LOCAL     ] Loaded configuration for USB: 2 features, N/A% accuracy
[2025-11-16T05:09:57.375935] [INFO ] [LOCAL     ] USB: Loaded 2 optimal features with 52.17% confidence from JSON config
[2025-11-16T05:09:57.375972] [DEBUG] [MAG       ] Building data for symbol: USB with lookback: 0
[2025-11-16T05:09:57.376935] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:57.377044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:57.377872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:09:57.381834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:57.439800] [DEBUG] [MAG       ] RM: Last date is validated at 2025-11-14
[2025-11-16T05:09:57.457533] [DEBUG] [MAG       ] HAE: Last date is validated at 2025-11-14
[2025-11-16T05:09:57.480596] [DEBUG] [MAG       ] THW: Last date is validated at 2025-11-14
[2025-11-16T05:09:57.620628] [DEBUG] [MAG       ] RM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:57.631580] [DEBUG] [MAG       ] HAE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:57.656663] [DEBUG] [MAG       ] THW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:57.719576] [INFO ] [LOCAL     ] RM: Saved forecast.
[2025-11-16T05:09:57.719707] [INFO ] [main      ] RM: Signal=1 (Conf=80.0%), Magnitude=-2.89% (Conf=51.7986%)
[2025-11-16T05:09:57.720185] [INFO ] [main      ] Fetching symbol history for AYI...
[2025-11-16T05:09:57.720250] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2025-11-16T05:09:57.720855] [DEBUG] [MAG       ] USB: Last date is validated at 2025-11-14
[2025-11-16T05:09:57.721747] [INFO ] [main      ] Progress: 425/472 forecasts completed (90.0%). RM finished in 0.7s. ETA: 8.4s. Rate: 335.58 forecasts/min
[2025-11-16T05:09:57.724007] [INFO ] [LOCAL     ] THW: Saved forecast.
[2025-11-16T05:09:57.724143] [INFO ] [main      ] THW: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=44.7169%)
[2025-11-16T05:09:57.724371] [INFO ] [main      ] Fetching symbol history for EFXT...
[2025-11-16T05:09:57.724427] [DEBUG] [REMOTE    ] EFXT: Fetching historical data.
[2025-11-16T05:09:57.725713] [INFO ] [main      ] Progress: 426/472 forecasts completed (90.3%). THW finished in 0.6s. ETA: 8.2s. Rate: 336.35 forecasts/min
[2025-11-16T05:09:57.735897] [DEBUG] [REMOTE    ] AYI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:57.736534] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2025-11-16T05:09:57.736590] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2025-11-16T05:09:57.736628] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2025-11-16T05:09:57.737545] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:57.737626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:57.739409] [DEBUG] [REMOTE    ] EFXT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:57.740071] [DEBUG] [LOCAL     ] Loaded configuration for EFXT: 7 features, N/A% accuracy
[2025-11-16T05:09:57.740136] [INFO ] [LOCAL     ] EFXT: Loaded 7 optimal features with 48.22% confidence from JSON config
[2025-11-16T05:09:57.740173] [DEBUG] [MAG       ] Building data for symbol: EFXT with lookback: 0
[2025-11-16T05:09:57.741115] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:57.741198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:57.742532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:57.743037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:57.743613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:57.744065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:57.744447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:57.745017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:57.745161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:57.745939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:57.746699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:57.748076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:09:57.749236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:57.750737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:57.774294] [INFO ] [LOCAL     ] HAE: Saved forecast.
[2025-11-16T05:09:57.774412] [INFO ] [main      ] HAE: Signal=1 (Conf=80.0%), Magnitude=8.07% (Conf=42.3913%)
[2025-11-16T05:09:57.774688] [INFO ] [main      ] Fetching symbol history for MTG...
[2025-11-16T05:09:57.774748] [DEBUG] [REMOTE    ] MTG: Fetching historical data.
[2025-11-16T05:09:57.776048] [INFO ] [main      ] Progress: 427/472 forecasts completed (90.5%). HAE finished in 0.7s. ETA: 8.0s. Rate: 336.92 forecasts/min
[2025-11-16T05:09:57.791848] [DEBUG] [REMOTE    ] MTG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:57.792828] [DEBUG] [LOCAL     ] Loaded configuration for MTG: 7 features, N/A% accuracy
[2025-11-16T05:09:57.792933] [INFO ] [LOCAL     ] MTG: Loaded 7 optimal features with 50.83% confidence from JSON config
[2025-11-16T05:09:57.792976] [DEBUG] [MAG       ] Building data for symbol: MTG with lookback: 0
[2025-11-16T05:09:57.793923] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:57.794010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:57.798977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:57.800851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:57.801397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:57.804096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:57.805543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:57.807774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:09:57.808967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:57.898357] [DEBUG] [MAG       ] USB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:57.999493] [INFO ] [LOCAL     ] USB: Saved forecast.
[2025-11-16T05:09:57.999818] [INFO ] [main      ] USB: Signal=1 (Conf=80.0%), Magnitude=-0.69% (Conf=52.1738%)
[2025-11-16T05:09:58.000337] [INFO ] [main      ] Fetching symbol history for CVNA...
[2025-11-16T05:09:58.000458] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2025-11-16T05:09:58.000759] [INFO ] [main      ] Progress: 428/472 forecasts completed (90.7%). USB finished in 0.6s. ETA: 7.8s. Rate: 336.71 forecasts/min
[2025-11-16T05:09:58.015371] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:58.016212] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2025-11-16T05:09:58.016338] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2025-11-16T05:09:58.016395] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2025-11-16T05:09:58.017426] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:58.017516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:58.022804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:58.023950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:09:58.025345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:58.094206] [DEBUG] [MAG       ] AYI: Last date is validated at 2025-11-14
[2025-11-16T05:09:58.098178] [DEBUG] [MAG       ] EFXT: Last date is validated at 2025-11-14
[2025-11-16T05:09:58.156935] [DEBUG] [MAG       ] MTG: Last date is validated at 2025-11-14
[2025-11-16T05:09:58.271862] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:58.275135] [DEBUG] [MAG       ] EFXT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:58.334515] [DEBUG] [MAG       ] MTG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:58.352395] [INFO ] [LOCAL     ] EFXT: Saved forecast.
[2025-11-16T05:09:58.352510] [INFO ] [main      ] EFXT: Signal=1 (Conf=80.0%), Magnitude=2.95% (Conf=48.2234%)
[2025-11-16T05:09:58.352751] [INFO ] [main      ] Fetching symbol history for BLND...
[2025-11-16T05:09:58.352813] [DEBUG] [REMOTE    ] BLND: Fetching historical data.
[2025-11-16T05:09:58.354200] [INFO ] [main      ] Progress: 429/472 forecasts completed (90.9%). EFXT finished in 0.6s. ETA: 7.7s. Rate: 335.94 forecasts/min
[2025-11-16T05:09:58.368895] [DEBUG] [REMOTE    ] BLND: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:58.369883] [DEBUG] [LOCAL     ] Loaded configuration for BLND: 4 features, N/A% accuracy
[2025-11-16T05:09:58.370006] [INFO ] [LOCAL     ] BLND: Loaded 4 optimal features with 64.33% confidence from JSON config
[2025-11-16T05:09:58.370106] [DEBUG] [MAG       ] Building data for symbol: BLND with lookback: 0
[2025-11-16T05:09:58.371109] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:09:58.371245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:58.376824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:58.384216] [DEBUG] [MAG       ] CVNA: Last date is validated at 2025-11-14
[2025-11-16T05:09:58.435776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:58.437148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:09:58.437250] [INFO ] [LOCAL     ] MTG: Saved forecast.
[2025-11-16T05:09:58.437371] [INFO ] [main      ] MTG: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=50.8259%)
[2025-11-16T05:09:58.437865] [INFO ] [main      ] Fetching symbol history for WF...
[2025-11-16T05:09:58.437932] [DEBUG] [REMOTE    ] WF: Fetching historical data.
[2025-11-16T05:09:58.438781] [INFO ] [main      ] Progress: 430/472 forecasts completed (91.1%). MTG finished in 0.7s. ETA: 7.5s. Rate: 336.35 forecasts/min
[2025-11-16T05:09:58.440261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:58.445862] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2025-11-16T05:09:58.446019] [INFO ] [main      ] AYI: Signal=1 (Conf=80.0%), Magnitude=-0.58% (Conf=55.26%)
[2025-11-16T05:09:58.446241] [INFO ] [main      ] Fetching symbol history for CRK...
[2025-11-16T05:09:58.446294] [DEBUG] [REMOTE    ] CRK: Fetching historical data.
[2025-11-16T05:09:58.447073] [INFO ] [main      ] Progress: 431/472 forecasts completed (91.3%). AYI finished in 0.7s. ETA: 7.3s. Rate: 337.10 forecasts/min
[2025-11-16T05:09:58.453911] [DEBUG] [REMOTE    ] WF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:58.454758] [DEBUG] [LOCAL     ] Loaded configuration for WF: 8 features, N/A% accuracy
[2025-11-16T05:09:58.454814] [INFO ] [LOCAL     ] WF: Loaded 8 optimal features with 61.68% confidence from JSON config
[2025-11-16T05:09:58.454851] [DEBUG] [MAG       ] Building data for symbol: WF with lookback: 0
[2025-11-16T05:09:58.455745] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:09:58.455898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:58.457805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:58.458422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:58.458926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:58.462497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:58.463309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:58.464526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:09:58.465276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:09:58.466083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:58.467183] [DEBUG] [REMOTE    ] CRK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:58.468019] [DEBUG] [LOCAL     ] Loaded configuration for CRK: 6 features, N/A% accuracy
[2025-11-16T05:09:58.468233] [INFO ] [LOCAL     ] CRK: Loaded 6 optimal features with 62.45% confidence from JSON config
[2025-11-16T05:09:58.468402] [DEBUG] [MAG       ] Building data for symbol: CRK with lookback: 0
[2025-11-16T05:09:58.469747] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:58.469909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:58.472308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:58.529342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:09:58.533172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:09:58.534846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:09:58.535784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:09:58.538054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:58.566956] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:58.743581] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2025-11-16T05:09:58.743726] [INFO ] [main      ] CVNA: Signal=1 (Conf=80.0%), Magnitude=6.31% (Conf=54.7966%)
[2025-11-16T05:09:58.744262] [INFO ] [main      ] Fetching symbol history for QGEN...
[2025-11-16T05:09:58.744340] [DEBUG] [REMOTE    ] QGEN: Fetching historical data.
[2025-11-16T05:09:58.744789] [INFO ] [main      ] Progress: 432/472 forecasts completed (91.5%). CVNA finished in 0.7s. ETA: 7.1s. Rate: 336.58 forecasts/min
[2025-11-16T05:09:58.759708] [DEBUG] [REMOTE    ] QGEN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:58.760451] [DEBUG] [LOCAL     ] Loaded configuration for QGEN: 7 features, N/A% accuracy
[2025-11-16T05:09:58.760509] [INFO ] [LOCAL     ] QGEN: Loaded 7 optimal features with 53.32% confidence from JSON config
[2025-11-16T05:09:58.760546] [DEBUG] [MAG       ] Building data for symbol: QGEN with lookback: 0
[2025-11-16T05:09:58.761490] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:09:58.761574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:58.763530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:58.764254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:58.764701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:58.766989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:58.767545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:09:58.768695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:09:58.770781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:58.783682] [DEBUG] [MAG       ] BLND: Last date is validated at 2025-11-14
[2025-11-16T05:09:58.836040] [DEBUG] [MAG       ] WF: Last date is validated at 2025-11-14
[2025-11-16T05:09:58.895118] [DEBUG] [MAG       ] CRK: Last date is validated at 2025-11-14
[2025-11-16T05:09:58.955351] [DEBUG] [MAG       ] BLND: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:59.019956] [DEBUG] [MAG       ] WF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:59.024037] [INFO ] [LOCAL     ] BLND: Saved forecast.
[2025-11-16T05:09:59.024380] [INFO ] [main      ] BLND: Signal=1 (Conf=80.0%), Magnitude=-1.79% (Conf=64.3254%)
[2025-11-16T05:09:59.024658] [INFO ] [main      ] Fetching symbol history for PRA...
[2025-11-16T05:09:59.024777] [DEBUG] [REMOTE    ] PRA: Fetching historical data.
[2025-11-16T05:09:59.026752] [INFO ] [main      ] Progress: 433/472 forecasts completed (91.7%). BLND finished in 0.7s. ETA: 7.0s. Rate: 336.12 forecasts/min
[2025-11-16T05:09:59.037731] [DEBUG] [REMOTE    ] PRA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:59.038310] [DEBUG] [LOCAL     ] Loaded configuration for PRA: 5 features, N/A% accuracy
[2025-11-16T05:09:59.038506] [INFO ] [LOCAL     ] PRA: Loaded 5 optimal features with 35.58% confidence from JSON config
[2025-11-16T05:09:59.038870] [DEBUG] [MAG       ] Building data for symbol: PRA with lookback: 0
[2025-11-16T05:09:59.039781] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:09:59.039905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:59.044774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:59.046668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:59.047251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:59.047844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:09:59.048606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:59.070206] [DEBUG] [MAG       ] CRK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:59.123679] [DEBUG] [MAG       ] QGEN: Last date is validated at 2025-11-14
[2025-11-16T05:09:59.126144] [INFO ] [LOCAL     ] WF: Saved forecast.
[2025-11-16T05:09:59.126318] [INFO ] [main      ] WF: Signal=1 (Conf=80.0%), Magnitude=2.55% (Conf=61.6801%)
[2025-11-16T05:09:59.126660] [INFO ] [main      ] Fetching symbol history for PWR...
[2025-11-16T05:09:59.126778] [DEBUG] [REMOTE    ] PWR: Fetching historical data.
[2025-11-16T05:09:59.128000] [INFO ] [main      ] Progress: 434/472 forecasts completed (91.9%). WF finished in 0.7s. ETA: 6.8s. Rate: 336.46 forecasts/min
[2025-11-16T05:09:59.142169] [DEBUG] [REMOTE    ] PWR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:59.143063] [DEBUG] [LOCAL     ] Loaded configuration for PWR: 1 features, N/A% accuracy
[2025-11-16T05:09:59.143190] [INFO ] [LOCAL     ] PWR: Loaded 1 optimal features with 62.34% confidence from JSON config
[2025-11-16T05:09:59.143289] [DEBUG] [MAG       ] Building data for symbol: PWR with lookback: 0
[2025-11-16T05:09:59.144274] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:09:59.144412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:59.149730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:59.182997] [INFO ] [LOCAL     ] CRK: Saved forecast.
[2025-11-16T05:09:59.183330] [INFO ] [main      ] CRK: Signal=1 (Conf=80.0%), Magnitude=3.11% (Conf=62.4487%)
[2025-11-16T05:09:59.183605] [INFO ] [main      ] Fetching symbol history for AKR...
[2025-11-16T05:09:59.183741] [DEBUG] [REMOTE    ] AKR: Fetching historical data.
[2025-11-16T05:09:59.184810] [INFO ] [main      ] Progress: 435/472 forecasts completed (92.2%). CRK finished in 0.7s. ETA: 6.6s. Rate: 336.99 forecasts/min
[2025-11-16T05:09:59.200599] [DEBUG] [REMOTE    ] AKR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:59.201339] [DEBUG] [LOCAL     ] Loaded configuration for AKR: 2 features, N/A% accuracy
[2025-11-16T05:09:59.201463] [INFO ] [LOCAL     ] AKR: Loaded 2 optimal features with 65.21% confidence from JSON config
[2025-11-16T05:09:59.201576] [DEBUG] [MAG       ] Building data for symbol: AKR with lookback: 0
[2025-11-16T05:09:59.202607] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:09:59.202783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:59.208296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:59.296474] [DEBUG] [MAG       ] QGEN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:59.299678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:59.403787] [INFO ] [LOCAL     ] QGEN: Saved forecast.
[2025-11-16T05:09:59.404412] [INFO ] [main      ] QGEN: Signal=1 (Conf=80.0%), Magnitude=-0.28% (Conf=53.3178%)
[2025-11-16T05:09:59.405013] [INFO ] [main      ] Fetching symbol history for BKSY...
[2025-11-16T05:09:59.405143] [DEBUG] [REMOTE    ] BKSY: Fetching historical data.
[2025-11-16T05:09:59.405788] [INFO ] [main      ] Progress: 436/472 forecasts completed (92.4%). QGEN finished in 0.7s. ETA: 6.4s. Rate: 336.80 forecasts/min
[2025-11-16T05:09:59.406977] [DEBUG] [MAG       ] PRA: Last date is validated at 2025-11-14
[2025-11-16T05:09:59.420881] [DEBUG] [REMOTE    ] BKSY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:59.421804] [DEBUG] [LOCAL     ] Loaded configuration for BKSY: 6 features, N/A% accuracy
[2025-11-16T05:09:59.421938] [INFO ] [LOCAL     ] BKSY: Loaded 6 optimal features with 66.01% confidence from JSON config
[2025-11-16T05:09:59.422040] [DEBUG] [MAG       ] Building data for symbol: BKSY with lookback: 0
[2025-11-16T05:09:59.422999] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:09:59.423093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:59.428313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:59.430352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:59.430948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:59.488486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:09:59.489712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:09:59.491541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:59.510365] [DEBUG] [MAG       ] PWR: Last date is validated at 2025-11-14
[2025-11-16T05:09:59.580855] [DEBUG] [MAG       ] PRA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:59.649401] [DEBUG] [MAG       ] AKR: Last date is validated at 2025-11-14
[2025-11-16T05:09:59.670445] [INFO ] [LOCAL     ] PRA: Saved forecast.
[2025-11-16T05:09:59.670740] [INFO ] [main      ] PRA: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=35.5821%)
[2025-11-16T05:09:59.671023] [INFO ] [main      ] Fetching symbol history for NUV...
[2025-11-16T05:09:59.671139] [DEBUG] [REMOTE    ] NUV: Fetching historical data.
[2025-11-16T05:09:59.672761] [INFO ] [main      ] Progress: 437/472 forecasts completed (92.6%). PRA finished in 0.6s. ETA: 6.2s. Rate: 336.42 forecasts/min
[2025-11-16T05:09:59.685338] [DEBUG] [REMOTE    ] NUV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:59.685931] [DEBUG] [LOCAL     ] Loaded configuration for NUV: 22 features, N/A% accuracy
[2025-11-16T05:09:59.686109] [INFO ] [LOCAL     ] NUV: Loaded 22 optimal features with 21.07% confidence from JSON config
[2025-11-16T05:09:59.686209] [DEBUG] [MAG       ] Building data for symbol: NUV with lookback: 0
[2025-11-16T05:09:59.687112] [DEBUG] [FEATURES  ] DataBuilder: Executing 22 feature methods.
[2025-11-16T05:09:59.687257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:59.688937] [DEBUG] [MAG       ] PWR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:59.692208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:59.694065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:59.694611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:59.695152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:59.695618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:09:59.696476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:09:59.697368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:59.699814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:09:59.822484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:09:59.824326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:59.826891] [DEBUG] [MAG       ] AKR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:09:59.848815] [DEBUG] [MAG       ] BKSY: Last date is validated at 2025-11-14
[2025-11-16T05:09:59.860497] [INFO ] [LOCAL     ] PWR: Saved forecast.
[2025-11-16T05:09:59.860845] [INFO ] [main      ] PWR: Signal=1 (Conf=80.0%), Magnitude=-1.70% (Conf=62.3431%)
[2025-11-16T05:09:59.861117] [INFO ] [main      ] Fetching symbol history for RVLV...
[2025-11-16T05:09:59.861234] [DEBUG] [REMOTE    ] RVLV: Fetching historical data.
[2025-11-16T05:09:59.862126] [INFO ] [main      ] Progress: 438/472 forecasts completed (92.8%). PWR finished in 0.7s. ETA: 6.1s. Rate: 336.37 forecasts/min
[2025-11-16T05:09:59.867703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:09:59.868799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:09:59.877957] [DEBUG] [REMOTE    ] RVLV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:59.879053] [DEBUG] [LOCAL     ] Loaded configuration for RVLV: 3 features, N/A% accuracy
[2025-11-16T05:09:59.879138] [INFO ] [LOCAL     ] RVLV: Loaded 3 optimal features with 48.93% confidence from JSON config
[2025-11-16T05:09:59.879191] [DEBUG] [MAG       ] Building data for symbol: RVLV with lookback: 0
[2025-11-16T05:09:59.880487] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:09:59.880770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:59.886594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:09:59.889548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:09:59.907373] [INFO ] [LOCAL     ] AKR: Saved forecast.
[2025-11-16T05:09:59.907750] [INFO ] [main      ] AKR: Signal=1 (Conf=80.0%), Magnitude=0.92% (Conf=65.2056%)
[2025-11-16T05:09:59.908045] [INFO ] [main      ] Fetching symbol history for RA...
[2025-11-16T05:09:59.908163] [DEBUG] [REMOTE    ] RA: Fetching historical data.
[2025-11-16T05:09:59.909068] [INFO ] [main      ] Progress: 439/472 forecasts completed (93.0%). AKR finished in 0.7s. ETA: 5.9s. Rate: 336.94 forecasts/min
[2025-11-16T05:09:59.923596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:09:59.923503] [DEBUG] [REMOTE    ] RA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:09:59.924481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:59.924684] [DEBUG] [LOCAL     ] Loaded configuration for RA: 9 features, N/A% accuracy
[2025-11-16T05:09:59.924758] [INFO ] [LOCAL     ] RA: Loaded 9 optimal features with 45.17% confidence from JSON config
[2025-11-16T05:09:59.924797] [DEBUG] [MAG       ] Building data for symbol: RA with lookback: 0
[2025-11-16T05:09:59.925777] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:09:59.925865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:09:59.925997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:09:59.931148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:09:59.933151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:09:59.933722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:09:59.934231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:09:59.934673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:09:59.936009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:09:59.938217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:09:59.939791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:09:59.939920] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:09:59.941587] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:00.010494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:10:00.011201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:10:00.013027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:10:00.015636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:10:00.016750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:10:00.017463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:10:00.018591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:00.029964] [DEBUG] [MAG       ] BKSY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:00.150462] [INFO ] [LOCAL     ] BKSY: Saved forecast.
[2025-11-16T05:10:00.150598] [INFO ] [main      ] BKSY: Signal=1 (Conf=80.0%), Magnitude=-13.72% (Conf=66.0128%)
[2025-11-16T05:10:00.150854] [INFO ] [main      ] Fetching symbol history for RS...
[2025-11-16T05:10:00.150914] [DEBUG] [REMOTE    ] RS: Fetching historical data.
[2025-11-16T05:10:00.152127] [INFO ] [main      ] Progress: 440/472 forecasts completed (93.2%). BKSY finished in 0.7s. ETA: 5.7s. Rate: 336.66 forecasts/min
[2025-11-16T05:10:00.166023] [DEBUG] [REMOTE    ] RS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:00.167152] [DEBUG] [LOCAL     ] Loaded configuration for RS: 6 features, N/A% accuracy
[2025-11-16T05:10:00.167293] [INFO ] [LOCAL     ] RS: Loaded 6 optimal features with 57.95% confidence from JSON config
[2025-11-16T05:10:00.167398] [DEBUG] [MAG       ] Building data for symbol: RS with lookback: 0
[2025-11-16T05:10:00.168435] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:10:00.168576] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:00.173736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:00.175742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:00.176357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:00.176899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:10:00.222910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:10:00.280272] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:00.299677] [DEBUG] [MAG       ] RA: Last date is validated at 2025-11-14
[2025-11-16T05:10:00.320096] [DEBUG] [MAG       ] RVLV: Last date is validated at 2025-11-14
[2025-11-16T05:10:00.351769] [DEBUG] [MAG       ] NUV: Last date is validated at 2025-11-14
[2025-11-16T05:10:00.473104] [DEBUG] [MAG       ] RA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:00.516252] [DEBUG] [MAG       ] NUV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:00.519585] [DEBUG] [MAG       ] RVLV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:00.552664] [INFO ] [LOCAL     ] RA: Saved forecast.
[2025-11-16T05:10:00.553007] [INFO ] [main      ] RA: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=45.1684%)
[2025-11-16T05:10:00.553293] [INFO ] [main      ] Fetching symbol history for YPF...
[2025-11-16T05:10:00.553407] [DEBUG] [REMOTE    ] YPF: Fetching historical data.
[2025-11-16T05:10:00.553681] [INFO ] [main      ] Progress: 441/472 forecasts completed (93.4%). RA finished in 0.6s. ETA: 5.5s. Rate: 335.70 forecasts/min
[2025-11-16T05:10:00.569109] [DEBUG] [REMOTE    ] YPF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:00.569983] [DEBUG] [LOCAL     ] Loaded configuration for YPF: 5 features, N/A% accuracy
[2025-11-16T05:10:00.570107] [INFO ] [LOCAL     ] YPF: Loaded 5 optimal features with 54.88% confidence from JSON config
[2025-11-16T05:10:00.570213] [DEBUG] [MAG       ] Building data for symbol: YPF with lookback: 0
[2025-11-16T05:10:00.571253] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:10:00.571394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:00.573435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:00.574127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:10:00.574692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:00.575192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:10:00.576564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:00.601037] [INFO ] [LOCAL     ] NUV: Saved forecast.
[2025-11-16T05:10:00.601367] [INFO ] [main      ] NUV: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=21.0697%)
[2025-11-16T05:10:00.601569] [INFO ] [main      ] Fetching symbol history for HHH...
[2025-11-16T05:10:00.601706] [DEBUG] [REMOTE    ] HHH: Fetching historical data.
[2025-11-16T05:10:00.602026] [INFO ] [main      ] Progress: 442/472 forecasts completed (93.6%). NUV finished in 0.9s. ETA: 5.4s. Rate: 336.26 forecasts/min
[2025-11-16T05:10:00.614671] [DEBUG] [REMOTE    ] HHH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:00.615420] [DEBUG] [LOCAL     ] Loaded configuration for HHH: 5 features, N/A% accuracy
[2025-11-16T05:10:00.615490] [INFO ] [LOCAL     ] HHH: Loaded 5 optimal features with 38.06% confidence from JSON config
[2025-11-16T05:10:00.615594] [DEBUG] [MAG       ] Building data for symbol: HHH with lookback: 0
[2025-11-16T05:10:00.616482] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:10:00.616568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:00.618355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:10:00.618967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:10:00.620019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:10:00.621291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:10:00.622184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:00.635601] [INFO ] [LOCAL     ] RVLV: Saved forecast.
[2025-11-16T05:10:00.635957] [INFO ] [main      ] RVLV: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=48.9254%)
[2025-11-16T05:10:00.636502] [INFO ] [main      ] Fetching symbol history for MGY...
[2025-11-16T05:10:00.636623] [DEBUG] [REMOTE    ] MGY: Fetching historical data.
[2025-11-16T05:10:00.636696] [DEBUG] [MAG       ] RS: Last date is validated at 2025-11-14
[2025-11-16T05:10:00.636749] [INFO ] [main      ] Progress: 443/472 forecasts completed (93.9%). RVLV finished in 0.8s. ETA: 5.2s. Rate: 336.87 forecasts/min
[2025-11-16T05:10:00.653446] [DEBUG] [REMOTE    ] MGY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:00.654163] [DEBUG] [LOCAL     ] Loaded configuration for MGY: 5 features, N/A% accuracy
[2025-11-16T05:10:00.654239] [INFO ] [LOCAL     ] MGY: Loaded 5 optimal features with 52.96% confidence from JSON config
[2025-11-16T05:10:00.654281] [DEBUG] [MAG       ] Building data for symbol: MGY with lookback: 0
[2025-11-16T05:10:00.655320] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:10:00.655406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:00.660629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:00.662741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:00.663383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:00.663872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:10:00.795884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:00.825249] [DEBUG] [MAG       ] RS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:00.946728] [DEBUG] [MAG       ] YPF: Last date is validated at 2025-11-14
[2025-11-16T05:10:00.963906] [DEBUG] [MAG       ] HHH: Last date is validated at 2025-11-14
[2025-11-16T05:10:00.986486] [INFO ] [LOCAL     ] RS: Saved forecast.
[2025-11-16T05:10:00.986994] [INFO ] [main      ] RS: Signal=1 (Conf=80.0%), Magnitude=-1.30% (Conf=57.9522%)
[2025-11-16T05:10:00.987532] [INFO ] [main      ] Fetching symbol history for MPW...
[2025-11-16T05:10:00.987672] [DEBUG] [REMOTE    ] MPW: Fetching historical data.
[2025-11-16T05:10:00.989754] [INFO ] [main      ] Progress: 444/472 forecasts completed (94.1%). RS finished in 0.8s. ETA: 5.0s. Rate: 336.13 forecasts/min
[2025-11-16T05:10:01.002018] [DEBUG] [REMOTE    ] MPW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:01.002812] [DEBUG] [LOCAL     ] Loaded configuration for MPW: 4 features, N/A% accuracy
[2025-11-16T05:10:01.002980] [INFO ] [LOCAL     ] MPW: Loaded 4 optimal features with 54.06% confidence from JSON config
[2025-11-16T05:10:01.003085] [DEBUG] [MAG       ] Building data for symbol: MPW with lookback: 0
[2025-11-16T05:10:01.004066] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:10:01.004203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:01.006094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:01.006838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:01.007413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:10:01.008158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:01.137395] [DEBUG] [MAG       ] YPF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:01.155478] [DEBUG] [MAG       ] MGY: Last date is validated at 2025-11-14
[2025-11-16T05:10:01.156673] [DEBUG] [MAG       ] HHH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:01.248864] [INFO ] [LOCAL     ] YPF: Saved forecast.
[2025-11-16T05:10:01.249195] [INFO ] [main      ] YPF: Signal=1 (Conf=80.0%), Magnitude=6.92% (Conf=54.8804%)
[2025-11-16T05:10:01.249468] [INFO ] [main      ] Fetching symbol history for TEO...
[2025-11-16T05:10:01.249582] [DEBUG] [REMOTE    ] TEO: Fetching historical data.
[2025-11-16T05:10:01.250735] [INFO ] [main      ] Progress: 445/472 forecasts completed (94.3%). YPF finished in 0.7s. ETA: 4.8s. Rate: 335.78 forecasts/min
[2025-11-16T05:10:01.265436] [DEBUG] [REMOTE    ] TEO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:01.266255] [DEBUG] [LOCAL     ] Loaded configuration for TEO: 6 features, N/A% accuracy
[2025-11-16T05:10:01.266381] [INFO ] [LOCAL     ] TEO: Loaded 6 optimal features with 48.28% confidence from JSON config
[2025-11-16T05:10:01.266503] [DEBUG] [MAG       ] Building data for symbol: TEO with lookback: 0
[2025-11-16T05:10:01.267521] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:10:01.267681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:01.273011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:01.275269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:01.275980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:01.276512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:10:01.277571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:10:01.278408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:01.281954] [INFO ] [LOCAL     ] HHH: Saved forecast.
[2025-11-16T05:10:01.282111] [INFO ] [main      ] HHH: Signal=1 (Conf=80.0%), Magnitude=3.50% (Conf=38.0586%)
[2025-11-16T05:10:01.282343] [INFO ] [main      ] Fetching symbol history for GLP...
[2025-11-16T05:10:01.282397] [DEBUG] [REMOTE    ] GLP: Fetching historical data.
[2025-11-16T05:10:01.283388] [INFO ] [main      ] Progress: 446/472 forecasts completed (94.5%). HHH finished in 0.7s. ETA: 4.6s. Rate: 336.39 forecasts/min
[2025-11-16T05:10:01.297634] [DEBUG] [REMOTE    ] GLP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:01.298592] [DEBUG] [LOCAL     ] Loaded configuration for GLP: 2 features, N/A% accuracy
[2025-11-16T05:10:01.298676] [INFO ] [LOCAL     ] GLP: Loaded 2 optimal features with 51.23% confidence from JSON config
[2025-11-16T05:10:01.298725] [DEBUG] [MAG       ] Building data for symbol: GLP with lookback: 0
[2025-11-16T05:10:01.299847] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:10:01.299936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:10:01.343977] [DEBUG] [MAG       ] MGY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:01.347034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:10:01.349535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:01.363979] [DEBUG] [MAG       ] MPW: Last date is validated at 2025-11-14
[2025-11-16T05:10:01.441201] [INFO ] [LOCAL     ] MGY: Saved forecast.
[2025-11-16T05:10:01.441318] [INFO ] [main      ] MGY: Signal=1 (Conf=80.0%), Magnitude=0.87% (Conf=52.9587%)
[2025-11-16T05:10:01.441822] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-11-16T05:10:01.441913] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-11-16T05:10:01.442771] [INFO ] [main      ] Progress: 447/472 forecasts completed (94.7%). MGY finished in 0.8s. ETA: 4.5s. Rate: 336.47 forecasts/min
[2025-11-16T05:10:01.457573] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:01.459864] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-11-16T05:10:01.460028] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-11-16T05:10:01.460126] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-11-16T05:10:01.461482] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-11-16T05:10:01.461693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:01.467096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:01.469502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:01.470153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:10:01.470710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:01.471201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:10:01.472285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:10:01.473425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:10:01.476093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:10:01.540187] [DEBUG] [MAG       ] MPW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:01.608121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:10:01.610895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:10:01.612399] [INFO ] [LOCAL     ] MPW: Saved forecast.
[2025-11-16T05:10:01.612545] [INFO ] [main      ] MPW: Signal=1 (Conf=80.0%), Magnitude=-1.83% (Conf=54.0583%)
[2025-11-16T05:10:01.613123] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-11-16T05:10:01.613204] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-11-16T05:10:01.614754] [INFO ] [main      ] Progress: 448/472 forecasts completed (94.9%). MPW finished in 0.6s. ETA: 4.3s. Rate: 336.50 forecasts/min
[2025-11-16T05:10:01.629471] [DEBUG] [REMOTE    ] CMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:01.630340] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-11-16T05:10:01.630462] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-11-16T05:10:01.630584] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-11-16T05:10:01.631884] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:10:01.632037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:01.637666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:01.639224] [DEBUG] [MAG       ] TEO: Last date is validated at 2025-11-14
[2025-11-16T05:10:01.640216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:10:01.640958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:10:01.641860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:10:01.644587] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:01.663100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:10:01.665104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:10:01.707166] [DEBUG] [MAG       ] GLP: Last date is validated at 2025-11-14
[2025-11-16T05:10:01.717617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:10:01.718929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:10:01.720245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:10:01.815377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:10:01.816597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:10:01.818845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:10:01.822083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:10:01.823523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:10:01.826060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:10:01.827382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:10:01.828480] [DEBUG] [MAG       ] TEO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:01.833135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:10:01.835110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:10:01.836796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:10:01.838565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:10:01.842236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:10:01.843149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:10:01.843947] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:01.888319] [DEBUG] [MAG       ] GLP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:01.916323] [INFO ] [LOCAL     ] TEO: Saved forecast.
[2025-11-16T05:10:01.916623] [INFO ] [main      ] TEO: Signal=1 (Conf=80.0%), Magnitude=0.44% (Conf=48.2847%)
[2025-11-16T05:10:01.917215] [INFO ] [main      ] Fetching symbol history for STXG...
[2025-11-16T05:10:01.917336] [DEBUG] [REMOTE    ] STXG: Fetching historical data.
[2025-11-16T05:10:01.917411] [INFO ] [main      ] Progress: 449/472 forecasts completed (95.1%). TEO finished in 0.7s. ETA: 4.1s. Rate: 335.98 forecasts/min
[2025-11-16T05:10:01.932711] [DEBUG] [REMOTE    ] STXG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:01.933677] [DEBUG] [LOCAL     ] Loaded configuration for STXG: 9 features, N/A% accuracy
[2025-11-16T05:10:01.933752] [INFO ] [LOCAL     ] STXG: Loaded 9 optimal features with 42.66% confidence from JSON config
[2025-11-16T05:10:01.933857] [DEBUG] [MAG       ] Building data for symbol: STXG with lookback: 0
[2025-11-16T05:10:01.934839] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:10:01.934931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:01.940337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:01.942511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:10:01.943290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:10:01.994743] [INFO ] [LOCAL     ] GLP: Saved forecast.
[2025-11-16T05:10:01.994865] [INFO ] [main      ] GLP: Signal=1 (Conf=80.0%), Magnitude=0.52% (Conf=51.2297%)
[2025-11-16T05:10:01.995340] [INFO ] [main      ] Fetching symbol history for NKX...
[2025-11-16T05:10:01.995402] [DEBUG] [REMOTE    ] NKX: Fetching historical data.
[2025-11-16T05:10:01.996511] [INFO ] [main      ] Progress: 450/472 forecasts completed (95.3%). GLP finished in 0.7s. ETA: 3.9s. Rate: 336.40 forecasts/min
[2025-11-16T05:10:02.009961] [DEBUG] [REMOTE    ] NKX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:02.010712] [DEBUG] [LOCAL     ] Loaded configuration for NKX: 6 features, N/A% accuracy
[2025-11-16T05:10:02.010792] [INFO ] [LOCAL     ] NKX: Loaded 6 optimal features with 50.36% confidence from JSON config
[2025-11-16T05:10:02.010892] [DEBUG] [MAG       ] Building data for symbol: NKX with lookback: 0
[2025-11-16T05:10:02.011828] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:10:02.011929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:02.013794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:10:02.014411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:10:02.015627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:10:02.017459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:10:02.018665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:10:02.019491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:02.035563] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-11-14
[2025-11-16T05:10:02.075024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:10:02.077323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:10:02.078482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:10:02.080489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:10:02.081627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:10:02.082449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:02.228093] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:02.255893] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-11-14
[2025-11-16T05:10:02.398512] [DEBUG] [MAG       ] NKX: Last date is validated at 2025-11-14
[2025-11-16T05:10:02.404564] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-11-16T05:10:02.404921] [INFO ] [main      ] CMI: Signal=1 (Conf=80.0%), Magnitude=-1.13% (Conf=57.3855%)
[2025-11-16T05:10:02.405235] [INFO ] [main      ] Fetching symbol history for DMO...
[2025-11-16T05:10:02.405365] [DEBUG] [REMOTE    ] DMO: Fetching historical data.
[2025-11-16T05:10:02.405799] [INFO ] [main      ] Progress: 451/472 forecasts completed (95.6%). CMI finished in 0.8s. ETA: 3.8s. Rate: 335.43 forecasts/min
[2025-11-16T05:10:02.420356] [DEBUG] [REMOTE    ] DMO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:02.421183] [DEBUG] [LOCAL     ] Loaded configuration for DMO: 6 features, N/A% accuracy
[2025-11-16T05:10:02.421309] [INFO ] [LOCAL     ] DMO: Loaded 6 optimal features with 35.11% confidence from JSON config
[2025-11-16T05:10:02.421404] [DEBUG] [MAG       ] Building data for symbol: DMO with lookback: 0
[2025-11-16T05:10:02.422610] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:10:02.422956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:02.425346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:02.426035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:02.426589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:10:02.427683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:10:02.463018] [DEBUG] [MAG       ] STXG: Last date is validated at 2025-11-14
[2025-11-16T05:10:02.468020] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:02.559070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:10:02.560563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:02.578907] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-11-16T05:10:02.579237] [INFO ] [main      ] BUXX: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-11-16T05:10:02.579816] [INFO ] [main      ] Fetching symbol history for HPS...
[2025-11-16T05:10:02.579942] [DEBUG] [REMOTE    ] HPS: Fetching historical data.
[2025-11-16T05:10:02.580764] [INFO ] [main      ] Progress: 452/472 forecasts completed (95.8%). BUXX finished in 1.1s. ETA: 3.6s. Rate: 335.45 forecasts/min
[2025-11-16T05:10:02.584260] [DEBUG] [MAG       ] NKX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:02.597320] [DEBUG] [REMOTE    ] HPS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:02.598105] [DEBUG] [LOCAL     ] Loaded configuration for HPS: 2 features, N/A% accuracy
[2025-11-16T05:10:02.598194] [INFO ] [LOCAL     ] HPS: Loaded 2 optimal features with 52.40% confidence from JSON config
[2025-11-16T05:10:02.598240] [DEBUG] [MAG       ] Building data for symbol: HPS with lookback: 0
[2025-11-16T05:10:02.599428] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:10:02.599512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:02.605706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:10:02.608019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:02.657634] [INFO ] [LOCAL     ] NKX: Saved forecast.
[2025-11-16T05:10:02.657958] [INFO ] [main      ] NKX: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=50.3635%)
[2025-11-16T05:10:02.658246] [INFO ] [main      ] Fetching symbol history for UZD...
[2025-11-16T05:10:02.658367] [DEBUG] [REMOTE    ] UZD: Fetching historical data.
[2025-11-16T05:10:02.659084] [INFO ] [main      ] Progress: 453/472 forecasts completed (96.0%). NKX finished in 0.7s. ETA: 3.4s. Rate: 335.87 forecasts/min
[2025-11-16T05:10:02.664901] [DEBUG] [MAG       ] STXG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:02.674614] [DEBUG] [REMOTE    ] UZD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:02.675935] [DEBUG] [LOCAL     ] Loaded configuration for UZD: 5 features, N/A% accuracy
[2025-11-16T05:10:02.676064] [INFO ] [LOCAL     ] UZD: Loaded 5 optimal features with 54.32% confidence from JSON config
[2025-11-16T05:10:02.676167] [DEBUG] [MAG       ] Building data for symbol: UZD with lookback: 0
[2025-11-16T05:10:02.677318] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:10:02.677465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:10:02.679973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:02.682014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:10:02.682664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:10:02.684156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:10:02.686689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:02.758927] [INFO ] [LOCAL     ] STXG: Saved forecast.
[2025-11-16T05:10:02.759044] [INFO ] [main      ] STXG: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=42.6567%)
[2025-11-16T05:10:02.759544] [INFO ] [main      ] Fetching symbol history for AR...
[2025-11-16T05:10:02.759606] [DEBUG] [REMOTE    ] AR: Fetching historical data.
[2025-11-16T05:10:02.759780] [INFO ] [main      ] Progress: 454/472 forecasts completed (96.2%). STXG finished in 0.8s. ETA: 3.2s. Rate: 336.19 forecasts/min
[2025-11-16T05:10:02.774401] [DEBUG] [REMOTE    ] AR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:02.775078] [DEBUG] [LOCAL     ] Loaded configuration for AR: 5 features, N/A% accuracy
[2025-11-16T05:10:02.775143] [INFO ] [LOCAL     ] AR: Loaded 5 optimal features with 44.42% confidence from JSON config
[2025-11-16T05:10:02.775183] [DEBUG] [MAG       ] Building data for symbol: AR with lookback: 0
[2025-11-16T05:10:02.776090] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:10:02.776188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:02.781461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:02.783403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:02.783965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:02.784387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:10:02.844273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:02.920483] [DEBUG] [MAG       ] DMO: Last date is validated at 2025-11-14
[2025-11-16T05:10:02.989054] [DEBUG] [MAG       ] HPS: Last date is validated at 2025-11-14
[2025-11-16T05:10:03.057134] [DEBUG] [MAG       ] UZD: Last date is validated at 2025-11-14
[2025-11-16T05:10:03.100175] [DEBUG] [MAG       ] DMO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:03.166305] [DEBUG] [MAG       ] HPS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:03.166293] [INFO ] [LOCAL     ] DMO: Saved forecast.
[2025-11-16T05:10:03.166874] [INFO ] [main      ] DMO: Signal=1 (Conf=80.0%), Magnitude=0.08% (Conf=35.1091%)
[2025-11-16T05:10:03.167102] [INFO ] [main      ] Fetching symbol history for HUBS...
[2025-11-16T05:10:03.167155] [DEBUG] [REMOTE    ] HUBS: Fetching historical data.
[2025-11-16T05:10:03.168369] [INFO ] [main      ] Progress: 455/472 forecasts completed (96.4%). DMO finished in 0.8s. ETA: 3.0s. Rate: 335.24 forecasts/min
[2025-11-16T05:10:03.183429] [DEBUG] [REMOTE    ] HUBS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:03.184239] [DEBUG] [LOCAL     ] Loaded configuration for HUBS: 0 features, N/A% accuracy
[2025-11-16T05:10:03.184370] [INFO ] [LOCAL     ] HUBS: Loaded 0 optimal features with 57.25% confidence from JSON config
[2025-11-16T05:10:03.184487] [DEBUG] [MAG       ] Building data for symbol: HUBS with lookback: 0
[2025-11-16T05:10:03.185677] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:10:03.203511] [DEBUG] [MAG       ] AR: Last date is validated at 2025-11-14
[2025-11-16T05:10:03.231406] [DEBUG] [MAG       ] UZD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:03.233918] [INFO ] [LOCAL     ] HPS: Saved forecast.
[2025-11-16T05:10:03.234036] [INFO ] [main      ] HPS: Signal=1 (Conf=80.0%), Magnitude=-0.17% (Conf=52.3953%)
[2025-11-16T05:10:03.234370] [INFO ] [main      ] Fetching symbol history for GGZ...
[2025-11-16T05:10:03.234429] [DEBUG] [REMOTE    ] GGZ: Fetching historical data.
[2025-11-16T05:10:03.235531] [INFO ] [main      ] Progress: 456/472 forecasts completed (96.6%). HPS finished in 0.7s. ETA: 2.9s. Rate: 335.70 forecasts/min
[2025-11-16T05:10:03.250138] [DEBUG] [REMOTE    ] GGZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:03.251173] [DEBUG] [LOCAL     ] Loaded configuration for GGZ: 6 features, N/A% accuracy
[2025-11-16T05:10:03.251240] [INFO ] [LOCAL     ] GGZ: Loaded 6 optimal features with 51.86% confidence from JSON config
[2025-11-16T05:10:03.251279] [DEBUG] [MAG       ] Building data for symbol: GGZ with lookback: 0
[2025-11-16T05:10:03.252267] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:10:03.252352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:03.254218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:03.254848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:10:03.255334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:03.255799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:10:03.303943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:10:03.305489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:03.308020] [INFO ] [LOCAL     ] UZD: Saved forecast.
[2025-11-16T05:10:03.308227] [INFO ] [main      ] UZD: Signal=1 (Conf=80.0%), Magnitude=-0.43% (Conf=54.3159%)
[2025-11-16T05:10:03.308523] [INFO ] [main      ] Fetching symbol history for HQL...
[2025-11-16T05:10:03.308658] [DEBUG] [REMOTE    ] HQL: Fetching historical data.
[2025-11-16T05:10:03.309764] [INFO ] [main      ] Progress: 457/472 forecasts completed (96.8%). UZD finished in 0.6s. ETA: 2.7s. Rate: 336.13 forecasts/min
[2025-11-16T05:10:03.322568] [DEBUG] [REMOTE    ] HQL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:03.323375] [DEBUG] [LOCAL     ] Loaded configuration for HQL: 5 features, N/A% accuracy
[2025-11-16T05:10:03.323447] [INFO ] [LOCAL     ] HQL: Loaded 5 optimal features with 56.44% confidence from JSON config
[2025-11-16T05:10:03.323555] [DEBUG] [MAG       ] Building data for symbol: HQL with lookback: 0
[2025-11-16T05:10:03.324503] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:10:03.324599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:03.330283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:10:03.376859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:10:03.378167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:10:03.380116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:10:03.380974] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:03.383363] [DEBUG] [MAG       ] AR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:03.496286] [INFO ] [LOCAL     ] AR: Saved forecast.
[2025-11-16T05:10:03.496405] [INFO ] [main      ] AR: Signal=1 (Conf=80.0%), Magnitude=-5.24% (Conf=44.4178%)
[2025-11-16T05:10:03.497008] [INFO ] [main      ] Fetching symbol history for SYF...
[2025-11-16T05:10:03.497085] [DEBUG] [REMOTE    ] SYF: Fetching historical data.
[2025-11-16T05:10:03.497765] [INFO ] [main      ] Progress: 458/472 forecasts completed (97.0%). AR finished in 0.7s. ETA: 2.5s. Rate: 336.09 forecasts/min
[2025-11-16T05:10:03.511930] [DEBUG] [REMOTE    ] SYF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:03.512919] [DEBUG] [LOCAL     ] Loaded configuration for SYF: 3 features, N/A% accuracy
[2025-11-16T05:10:03.512984] [INFO ] [LOCAL     ] SYF: Loaded 3 optimal features with 65.27% confidence from JSON config
[2025-11-16T05:10:03.513022] [DEBUG] [MAG       ] Building data for symbol: SYF with lookback: 0
[2025-11-16T05:10:03.514038] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:10:03.514122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:10:03.515146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:10:03.520495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:10:03.522186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:03.559833] [DEBUG] [MAG       ] HUBS: Last date is validated at 2025-11-14
[2025-11-16T05:10:03.660480] [DEBUG] [MAG       ] GGZ: Last date is validated at 2025-11-14
[2025-11-16T05:10:03.732073] [DEBUG] [MAG       ] HQL: Last date is validated at 2025-11-14
[2025-11-16T05:10:03.738871] [DEBUG] [MAG       ] HUBS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:03.832029] [DEBUG] [MAG       ] GGZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:03.880357] [DEBUG] [MAG       ] SYF: Last date is validated at 2025-11-14
[2025-11-16T05:10:03.899838] [INFO ] [LOCAL     ] GGZ: Saved forecast.
[2025-11-16T05:10:03.899953] [INFO ] [main      ] GGZ: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=51.8627%)
[2025-11-16T05:10:03.900187] [INFO ] [main      ] Fetching symbol history for OWL...
[2025-11-16T05:10:03.900240] [DEBUG] [REMOTE    ] OWL: Fetching historical data.
[2025-11-16T05:10:03.901009] [INFO ] [main      ] Progress: 459/472 forecasts completed (97.2%). GGZ finished in 0.7s. ETA: 2.3s. Rate: 335.17 forecasts/min
[2025-11-16T05:10:03.907786] [DEBUG] [MAG       ] HQL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:03.915661] [DEBUG] [REMOTE    ] OWL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:03.916728] [DEBUG] [LOCAL     ] Loaded configuration for OWL: 1 features, N/A% accuracy
[2025-11-16T05:10:03.916856] [INFO ] [LOCAL     ] OWL: Loaded 1 optimal features with 57.99% confidence from JSON config
[2025-11-16T05:10:03.916951] [DEBUG] [MAG       ] Building data for symbol: OWL with lookback: 0
[2025-11-16T05:10:03.917920] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:10:03.918053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:10:03.918978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:03.965994] [INFO ] [LOCAL     ] HUBS: Saved forecast.
[2025-11-16T05:10:03.966295] [INFO ] [main      ] HUBS: Signal=1 (Conf=80.0%), Magnitude=0.91% (Conf=57.247%)
[2025-11-16T05:10:03.966937] [INFO ] [main      ] Fetching symbol history for BOX...
[2025-11-16T05:10:03.967066] [DEBUG] [REMOTE    ] BOX: Fetching historical data.
[2025-11-16T05:10:03.967754] [INFO ] [main      ] Progress: 460/472 forecasts completed (97.5%). HUBS finished in 0.8s. ETA: 2.1s. Rate: 335.63 forecasts/min
[2025-11-16T05:10:03.982739] [DEBUG] [REMOTE    ] BOX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:03.983597] [DEBUG] [LOCAL     ] Loaded configuration for BOX: 7 features, N/A% accuracy
[2025-11-16T05:10:03.983807] [INFO ] [LOCAL     ] BOX: Loaded 7 optimal features with 55.62% confidence from JSON config
[2025-11-16T05:10:03.983917] [DEBUG] [MAG       ] Building data for symbol: BOX with lookback: 0
[2025-11-16T05:10:03.984976] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:10:03.985138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:03.989446] [INFO ] [LOCAL     ] HQL: Saved forecast.
[2025-11-16T05:10:03.989776] [INFO ] [main      ] HQL: Signal=1 (Conf=80.0%), Magnitude=-2.01% (Conf=56.4431%)
[2025-11-16T05:10:03.990067] [INFO ] [main      ] Fetching symbol history for XHR...
[2025-11-16T05:10:03.990182] [DEBUG] [REMOTE    ] XHR: Fetching historical data.
[2025-11-16T05:10:03.990505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:03.991713] [INFO ] [main      ] Progress: 461/472 forecasts completed (97.7%). HQL finished in 0.7s. ETA: 2.0s. Rate: 336.26 forecasts/min
[2025-11-16T05:10:03.992962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:03.993531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:03.993992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:10:03.998777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:10:04.000114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:10:04.004846] [DEBUG] [REMOTE    ] XHR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:04.005850] [DEBUG] [LOCAL     ] Loaded configuration for XHR: 4 features, N/A% accuracy
[2025-11-16T05:10:04.005979] [INFO ] [LOCAL     ] XHR: Loaded 4 optimal features with 45.09% confidence from JSON config
[2025-11-16T05:10:04.006079] [DEBUG] [MAG       ] Building data for symbol: XHR with lookback: 0
[2025-11-16T05:10:04.007164] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:10:04.007308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:04.012817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:04.014851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:10:04.015452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:10:04.021853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:04.062670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:04.064783] [DEBUG] [MAG       ] SYF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:04.272401] [DEBUG] [MAG       ] OWL: Last date is validated at 2025-11-14
[2025-11-16T05:10:04.320718] [INFO ] [LOCAL     ] SYF: Saved forecast.
[2025-11-16T05:10:04.321119] [INFO ] [main      ] SYF: Signal=1 (Conf=80.0%), Magnitude=-0.33% (Conf=65.269%)
[2025-11-16T05:10:04.321678] [INFO ] [main      ] Fetching symbol history for NMI...
[2025-11-16T05:10:04.321799] [DEBUG] [REMOTE    ] NMI: Fetching historical data.
[2025-11-16T05:10:04.321776] [INFO ] [main      ] Progress: 462/472 forecasts completed (97.9%). SYF finished in 0.8s. ETA: 1.8s. Rate: 335.64 forecasts/min
[2025-11-16T05:10:04.335780] [DEBUG] [REMOTE    ] NMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:04.336615] [DEBUG] [LOCAL     ] Loaded configuration for NMI: 3 features, N/A% accuracy
[2025-11-16T05:10:04.336758] [INFO ] [LOCAL     ] NMI: Loaded 3 optimal features with 42.44% confidence from JSON config
[2025-11-16T05:10:04.336860] [DEBUG] [MAG       ] Building data for symbol: NMI with lookback: 0
[2025-11-16T05:10:04.337863] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:10:04.338005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:04.343267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:10:04.389256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:10:04.394443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:04.398443] [DEBUG] [MAG       ] BOX: Last date is validated at 2025-11-14
[2025-11-16T05:10:04.416335] [DEBUG] [MAG       ] XHR: Last date is validated at 2025-11-14
[2025-11-16T05:10:04.453811] [DEBUG] [MAG       ] OWL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:04.542226] [INFO ] [LOCAL     ] OWL: Saved forecast.
[2025-11-16T05:10:04.542343] [INFO ] [main      ] OWL: Signal=1 (Conf=80.0%), Magnitude=1.14% (Conf=57.9891%)
[2025-11-16T05:10:04.542800] [INFO ] [main      ] Fetching symbol history for UHT...
[2025-11-16T05:10:04.542865] [DEBUG] [REMOTE    ] UHT: Fetching historical data.
[2025-11-16T05:10:04.544071] [INFO ] [main      ] Progress: 463/472 forecasts completed (98.1%). OWL finished in 0.6s. ETA: 1.6s. Rate: 335.47 forecasts/min
[2025-11-16T05:10:04.557997] [DEBUG] [REMOTE    ] UHT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:04.558873] [DEBUG] [LOCAL     ] Loaded configuration for UHT: 5 features, N/A% accuracy
[2025-11-16T05:10:04.558937] [INFO ] [LOCAL     ] UHT: Loaded 5 optimal features with 59.90% confidence from JSON config
[2025-11-16T05:10:04.558974] [DEBUG] [MAG       ] Building data for symbol: UHT with lookback: 0
[2025-11-16T05:10:04.559858] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:10:04.559936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:04.561793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:04.562387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:04.562817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:10:04.563586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:10:04.564281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:04.576793] [DEBUG] [MAG       ] BOX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:04.598857] [DEBUG] [MAG       ] XHR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:04.680513] [INFO ] [LOCAL     ] XHR: Saved forecast.
[2025-11-16T05:10:04.680634] [INFO ] [main      ] XHR: Signal=1 (Conf=80.0%), Magnitude=0.87% (Conf=45.0898%)
[2025-11-16T05:10:04.680948] [INFO ] [main      ] Fetching symbol history for GMRE...
[2025-11-16T05:10:04.681160] [DEBUG] [REMOTE    ] GMRE: Fetching historical data.
[2025-11-16T05:10:04.682082] [INFO ] [main      ] Progress: 464/472 forecasts completed (98.3%). XHR finished in 0.7s. ETA: 1.4s. Rate: 335.63 forecasts/min
[2025-11-16T05:10:04.684093] [INFO ] [LOCAL     ] BOX: Saved forecast.
[2025-11-16T05:10:04.684329] [INFO ] [main      ] BOX: Signal=1 (Conf=80.0%), Magnitude=0.17% (Conf=55.6226%)
[2025-11-16T05:10:04.684616] [INFO ] [main      ] Fetching symbol history for WIW...
[2025-11-16T05:10:04.684774] [INFO ] [main      ] Progress: 465/472 forecasts completed (98.5%). BOX finished in 0.7s. ETA: 1.2s. Rate: 336.34 forecasts/min
[2025-11-16T05:10:04.684759] [DEBUG] [REMOTE    ] WIW: Fetching historical data.
[2025-11-16T05:10:04.695064] [DEBUG] [REMOTE    ] GMRE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:04.695736] [DEBUG] [LOCAL     ] Loaded configuration for GMRE: 8 features, N/A% accuracy
[2025-11-16T05:10:04.695828] [INFO ] [LOCAL     ] GMRE: Loaded 8 optimal features with 56.07% confidence from JSON config
[2025-11-16T05:10:04.695878] [DEBUG] [MAG       ] Building data for symbol: GMRE with lookback: 0
[2025-11-16T05:10:04.696798] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:10:04.696924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:04.698720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:04.699324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:10:04.699330] [DEBUG] [REMOTE    ] WIW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:04.699816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:04.700227] [DEBUG] [LOCAL     ] Loaded configuration for WIW: 3 features, N/A% accuracy
[2025-11-16T05:10:04.700250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:10:04.700329] [INFO ] [LOCAL     ] WIW: Loaded 3 optimal features with 23.81% confidence from JSON config
[2025-11-16T05:10:04.700394] [DEBUG] [MAG       ] Building data for symbol: WIW with lookback: 0
[2025-11-16T05:10:04.701475] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:10:04.701574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:04.701576] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:10:04.703697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:10:04.704463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:10:04.705884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:04.707013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:10:04.709394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:10:04.710829] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:04.750138] [DEBUG] [MAG       ] NMI: Last date is validated at 2025-11-14
[2025-11-16T05:10:04.921225] [DEBUG] [MAG       ] UHT: Last date is validated at 2025-11-14
[2025-11-16T05:10:04.924451] [DEBUG] [MAG       ] NMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:04.994070] [INFO ] [LOCAL     ] NMI: Saved forecast.
[2025-11-16T05:10:04.994396] [INFO ] [main      ] NMI: Signal=1 (Conf=80.0%), Magnitude=0.07% (Conf=42.435%)
[2025-11-16T05:10:04.994719] [INFO ] [main      ] Fetching symbol history for QUAD...
[2025-11-16T05:10:04.994840] [DEBUG] [REMOTE    ] QUAD: Fetching historical data.
[2025-11-16T05:10:04.995788] [INFO ] [main      ] Progress: 466/472 forecasts completed (98.7%). NMI finished in 0.7s. ETA: 1.1s. Rate: 335.81 forecasts/min
[2025-11-16T05:10:05.009815] [DEBUG] [REMOTE    ] QUAD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:05.010663] [DEBUG] [LOCAL     ] Loaded configuration for QUAD: 5 features, N/A% accuracy
[2025-11-16T05:10:05.010785] [INFO ] [LOCAL     ] QUAD: Loaded 5 optimal features with 48.55% confidence from JSON config
[2025-11-16T05:10:05.010888] [DEBUG] [MAG       ] Building data for symbol: QUAD with lookback: 0
[2025-11-16T05:10:05.011869] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:10:05.012009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:10:05.017288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:10:05.019279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:10:05.019898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:10:05.020329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:10:05.022481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:05.060463] [DEBUG] [MAG       ] WIW: Last date is validated at 2025-11-14
[2025-11-16T05:10:05.067154] [DEBUG] [MAG       ] GMRE: Last date is validated at 2025-11-14
[2025-11-16T05:10:05.096182] [DEBUG] [MAG       ] UHT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:05.194206] [INFO ] [LOCAL     ] UHT: Saved forecast.
[2025-11-16T05:10:05.194399] [INFO ] [main      ] UHT: Signal=1 (Conf=80.0%), Magnitude=0.57% (Conf=59.9036%)
[2025-11-16T05:10:05.194894] [INFO ] [main      ] Fetching symbol history for CRS...
[2025-11-16T05:10:05.195491] [INFO ] [main      ] Progress: 467/472 forecasts completed (98.9%). UHT finished in 0.7s. ETA: 0.9s. Rate: 335.72 forecasts/min
[2025-11-16T05:10:05.195383] [DEBUG] [REMOTE    ] CRS: Fetching historical data.
[2025-11-16T05:10:05.213074] [DEBUG] [REMOTE    ] CRS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:05.213928] [DEBUG] [LOCAL     ] Loaded configuration for CRS: 3 features, N/A% accuracy
[2025-11-16T05:10:05.214001] [INFO ] [LOCAL     ] CRS: Loaded 3 optimal features with 63.62% confidence from JSON config
[2025-11-16T05:10:05.214104] [DEBUG] [MAG       ] Building data for symbol: CRS with lookback: 0
[2025-11-16T05:10:05.215117] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:10:05.215208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:10:05.216107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:10:05.216979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:10:05.218199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:05.230447] [DEBUG] [MAG       ] WIW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:05.241812] [DEBUG] [MAG       ] GMRE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:05.354321] [INFO ] [LOCAL     ] GMRE: Saved forecast.
[2025-11-16T05:10:05.354473] [INFO ] [main      ] GMRE: Signal=1 (Conf=80.0%), Magnitude=2.55% (Conf=56.0742%)
[2025-11-16T05:10:05.354794] [INFO ] [main      ] Fetching symbol history for AMT...
[2025-11-16T05:10:05.355019] [DEBUG] [REMOTE    ] AMT: Fetching historical data.
[2025-11-16T05:10:05.356198] [INFO ] [main      ] Progress: 468/472 forecasts completed (99.2%). GMRE finished in 0.7s. ETA: 0.7s. Rate: 335.80 forecasts/min
[2025-11-16T05:10:05.371956] [DEBUG] [REMOTE    ] AMT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:10:05.373001] [DEBUG] [LOCAL     ] Loaded configuration for AMT: 1 features, N/A% accuracy
[2025-11-16T05:10:05.373125] [INFO ] [LOCAL     ] AMT: Loaded 1 optimal features with 59.36% confidence from JSON config
[2025-11-16T05:10:05.373223] [DEBUG] [MAG       ] Building data for symbol: AMT with lookback: 0
[2025-11-16T05:10:05.374226] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:10:05.374360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:10:05.374560] [DEBUG] [MAG       ] QUAD: Last date is validated at 2025-11-14
[2025-11-16T05:10:05.375467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:10:05.376919] [INFO ] [LOCAL     ] WIW: Saved forecast.
[2025-11-16T05:10:05.377239] [INFO ] [main      ] WIW: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=23.8092%)
[2025-11-16T05:10:05.377843] [INFO ] [main      ] Progress: 469/472 forecasts completed (99.4%). WIW finished in 0.7s. ETA: 0.5s. Rate: 336.43 forecasts/min
[2025-11-16T05:10:05.549343] [DEBUG] [MAG       ] QUAD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:05.575618] [DEBUG] [MAG       ] CRS: Last date is validated at 2025-11-14
[2025-11-16T05:10:05.630952] [INFO ] [LOCAL     ] QUAD: Saved forecast.
[2025-11-16T05:10:05.631103] [INFO ] [main      ] QUAD: Signal=1 (Conf=80.0%), Magnitude=2.92% (Conf=48.5495%)
[2025-11-16T05:10:05.631756] [INFO ] [main      ] Progress: 470/472 forecasts completed (99.6%). QUAD finished in 0.6s. ETA: 0.4s. Rate: 336.12 forecasts/min
[2025-11-16T05:10:05.726362] [DEBUG] [MAG       ] AMT: Last date is validated at 2025-11-14
[2025-11-16T05:10:05.752265] [DEBUG] [MAG       ] CRS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:05.897373] [DEBUG] [MAG       ] AMT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:10:05.945723] [INFO ] [LOCAL     ] CRS: Saved forecast.
[2025-11-16T05:10:05.945844] [INFO ] [main      ] CRS: Signal=1 (Conf=80.0%), Magnitude=0.21% (Conf=63.6151%)
[2025-11-16T05:10:05.946386] [INFO ] [main      ] Progress: 471/472 forecasts completed (99.8%). CRS finished in 0.8s. ETA: 0.2s. Rate: 335.58 forecasts/min
[2025-11-16T05:10:06.038144] [INFO ] [LOCAL     ] AMT: Saved forecast.
[2025-11-16T05:10:06.038273] [INFO ] [main      ] AMT: Signal=1 (Conf=80.0%), Magnitude=4.35% (Conf=59.3587%)
[2025-11-16T05:10:06.038942] [INFO ] [main      ] Progress: 472/472 forecasts completed (100.0%). AMT finished in 0.7s. ETA: 0.0s. Rate: 335.92 forecasts/min
[2025-11-16T05:10:06.071616] [INFO ] [main      ] Parallel forecast generation completed in 1m 24s. Processed 472 forecasts.
[2025-11-16T05:10:06.071878] [INFO ] [main      ] Generated and saved 472 forecast pairs.
[2025-11-16T05:10:06.072119] [DEBUG] [EMAIL     ] Email notifications are disabled, refusing to send email to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (472/472 @ 100.00%)'
[2025-11-16T05:10:06.073456] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-11-16T05:10:06.073566] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-11-16T05:10:06.073798] [INFO ] [main      ] Found 1 forecast dates
[2025-11-16T05:10:06.073858] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-11-16T05:10:06.087189] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-11-16T05:10:06.087345] [INFO ] [main      ] Generated 1/1 forecast reports
[2025-11-16T05:10:06.087410] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-11-17.txt
[2025-11-16T05:10:06.087507] [DEBUG] [EMAIL     ] Email notifications are disabled, refusing to send email to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-11-17'
[2025-11-16T05:10:06.087556] [INFO ] [main      ] Forecast report email sent for 2025-11-17
[2025-11-16T05:10:06.087621] [INFO ] [MAG       ] MAG operation completed successfully
[2025-11-16T05:10:06.087846] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-11-16T05:10:06.088049] [INFO ] [STATE     ] Last completion updated: 2025-11-16T05:10:06.087906
[2025-11-16T05:12:51.435070] [INFO ] [MAG       ] Starting MAG operation...
[2025-11-16T05:12:51.616307] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-11-16T05:12:51.799785] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-11-16T05:12:51.976534] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-11-16T05:12:52.157760] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-11-16T05:12:52.158234] [WARN ] [STATE     ] State set to: WAITING
[2025-11-16T05:12:52.158298] [INFO ] [STATE     ] Checking service statuses...
[2025-11-16T05:12:52.230528] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-11-16T05:12:52.235437] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T05:12:52.271294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-11-16T05:12:52.275469] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T05:12:52.309667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-11-16T05:12:52.344944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-11-16T05:12:52.345400] [WARN ] [STATE     ] State set to: RUNNING
[2025-11-16T05:12:52.345507] [INFO ] [MODE      ] Using multithreaded
[2025-11-16T05:12:52.345578] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-11-16T05:12:52.351693] [DEBUG] [REMOTE    ] Found 25 available forecast dates.
[2025-11-16T05:12:52.352051] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-11-17.txt'.
[2025-11-16T05:12:52.357489] [DEBUG] [REMOTE    ] Fetched 1746 signal forecasts for 2025-11-17.
[2025-11-16T05:12:52.385993] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-11-16T05:12:52.387438] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-11-16T05:12:52.387522] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-11-16T05:12:53.226538] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-11-16T05:12:53.238109] [INFO ] [MODE      ] Using multithreaded
[2025-11-16T05:12:53.238246] [INFO ] [main      ] Fetching signal forecasts...
[2025-11-16T05:12:53.238311] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-11-16T05:12:53.244533] [DEBUG] [REMOTE    ] Found 25 available forecast dates.
[2025-11-16T05:12:53.244781] [INFO ] [main      ] Found available forecast date (2025-11-17).
[2025-11-16T05:12:53.244879] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-11-17.txt'.
[2025-11-16T05:12:53.250181] [DEBUG] [REMOTE    ] Fetched 1746 signal forecasts for 2025-11-17.
[2025-11-16T05:12:53.250410] [INFO ] [main      ] Fetched 1746 forecasts.
[2025-11-16T05:12:53.250696] [INFO ] [main      ] Found 472 high-confidence bullish forecasts (>= 80.0%).
[2025-11-16T05:12:53.250802] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 472 symbols
[2025-11-16T05:12:53.290779] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-11-16T05:12:53.290806] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-11-16T05:12:53.290975] [INFO ] [main      ] Fetching symbol history for TS...
[2025-11-16T05:12:53.291235] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-11-16T05:12:53.291235] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-11-16T05:12:53.291264] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2025-11-16T05:12:53.290555] [INFO ] [main      ] Fetching symbol history for MVT...
[2025-11-16T05:12:53.293864] [DEBUG] [REMOTE    ] MVT: Fetching historical data.
[2025-11-16T05:12:53.319791] [DEBUG] [REMOTE    ] MVT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:53.320709] [DEBUG] [LOCAL     ] Loaded configuration for MVT: 4 features, N/A% accuracy
[2025-11-16T05:12:53.320846] [INFO ] [LOCAL     ] MVT: Loaded 4 optimal features with 41.96% confidence from JSON config
[2025-11-16T05:12:53.320960] [DEBUG] [MAG       ] Building data for symbol: MVT with lookback: 0
[2025-11-16T05:12:53.323318] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:12:53.323515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:53.324372] [DEBUG] [REMOTE    ] TS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:53.325256] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2025-11-16T05:12:53.325334] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2025-11-16T05:12:53.325401] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2025-11-16T05:12:53.326806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:12:53.327656] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:12:53.327761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:53.328018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:12:53.328761] [DEBUG] [REMOTE    ] BSX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:53.329362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:12:53.329466] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-11-16T05:12:53.329539] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-11-16T05:12:53.329589] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-11-16T05:12:53.330893] [DEBUG] [REMOTE    ] PCN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:53.331755] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-11-16T05:12:53.331843] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-11-16T05:12:53.331902] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-11-16T05:12:53.332048] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:12:53.332175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:53.334360] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:12:53.334526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:53.335302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:53.339151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:53.341527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:12:53.341960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:53.342351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:12:53.342919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:12:53.343768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:12:53.344603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:12:53.345544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:12:53.345631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:12:53.346610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:53.348090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:12:53.349917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:53.381977] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:53.693360] [DEBUG] [MAG       ] TS: Last date is validated at 2025-11-14
[2025-11-16T05:12:53.695767] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-11-14
[2025-11-16T05:12:53.709847] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-11-14
[2025-11-16T05:12:53.726850] [DEBUG] [MAG       ] MVT: Last date is validated at 2025-11-14
[2025-11-16T05:12:53.862593] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:53.867416] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:53.885449] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:53.893938] [DEBUG] [MAG       ] MVT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:53.968571] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-11-16T05:12:53.968900] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.21% (Conf=56.2675%)
[2025-11-16T05:12:53.969744] [INFO ] [main      ] Fetching symbol history for ANF...
[2025-11-16T05:12:53.969874] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2025-11-16T05:12:53.969936] [INFO ] [main      ] Progress: 1/472 forecasts completed (0.2%). PCN finished in 0.7s. ETA: 5m 39s. Rate: 83.45 forecasts/min
[2025-11-16T05:12:53.971603] [INFO ] [LOCAL     ] MVT: Saved forecast.
[2025-11-16T05:12:53.971926] [INFO ] [main      ] MVT: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=41.9609%)
[2025-11-16T05:12:53.972984] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-11-16T05:12:53.973112] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-11-16T05:12:53.974471] [INFO ] [main      ] Progress: 2/472 forecasts completed (0.4%). MVT finished in 0.7s. ETA: 2m 50s. Rate: 165.84 forecasts/min
[2025-11-16T05:12:53.983489] [INFO ] [LOCAL     ] TS: Saved forecast.
[2025-11-16T05:12:53.983802] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=2.43% (Conf=63.9039%)
[2025-11-16T05:12:53.983741] [DEBUG] [REMOTE    ] ANF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:53.984448] [INFO ] [main      ] Progress: 3/472 forecasts completed (0.6%). TS finished in 0.7s. ETA: 1m 55s. Rate: 245.38 forecasts/min
[2025-11-16T05:12:53.984481] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2025-11-16T05:12:53.984633] [INFO ] [main      ] Fetching symbol history for THR...
[2025-11-16T05:12:53.984619] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2025-11-16T05:12:53.984732] [DEBUG] [REMOTE    ] THR: Fetching historical data.
[2025-11-16T05:12:53.984763] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2025-11-16T05:12:53.985766] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:12:53.985902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:53.986599] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:53.987154] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-11-16T05:12:53.987863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:12:53.987291] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-11-16T05:12:53.988053] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-11-16T05:12:53.988614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:12:53.989156] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:12:53.989239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:53.989215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:12:53.989823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:12:53.995059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:53.996735] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-11-16T05:12:53.996832] [INFO ] [main      ] BSX: Signal=1 (Conf=100.0%), Magnitude=-0.63% (Conf=48.0086%)
[2025-11-16T05:12:53.997352] [INFO ] [main      ] Fetching symbol history for TFII...
[2025-11-16T05:12:53.997434] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2025-11-16T05:12:53.997783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:12:53.997776] [INFO ] [main      ] Progress: 4/472 forecasts completed (0.8%). BSX finished in 0.7s. ETA: 1m 27s. Rate: 321.34 forecasts/min
[2025-11-16T05:12:53.998571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:12:53.999324] [DEBUG] [REMOTE    ] THR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:53.999898] [DEBUG] [LOCAL     ] Loaded configuration for THR: 6 features, N/A% accuracy
[2025-11-16T05:12:54.000110] [INFO ] [LOCAL     ] THR: Loaded 6 optimal features with 54.84% confidence from JSON config
[2025-11-16T05:12:54.000239] [DEBUG] [MAG       ] Building data for symbol: THR with lookback: 0
[2025-11-16T05:12:54.001327] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:12:54.001519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:54.003615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:12:54.004609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:12:54.005444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:12:54.006241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:12:54.009379] [DEBUG] [REMOTE    ] TFII: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:54.009544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:12:54.010073] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2025-11-16T05:12:54.010138] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2025-11-16T05:12:54.010175] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2025-11-16T05:12:54.011008] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:12:54.010955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:54.011117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:54.012886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:12:54.013429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:12:54.013923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:12:54.046423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:54.050948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:12:54.052813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:54.147136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:12:54.148250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:12:54.149068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:12:54.169871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:12:54.171081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:12:54.172852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:12:54.173989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:12:54.174747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:54.363394] [DEBUG] [MAG       ] THR: Last date is validated at 2025-11-14
[2025-11-16T05:12:54.397069] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-11-14
[2025-11-16T05:12:54.413279] [DEBUG] [MAG       ] ANF: Last date is validated at 2025-11-14
[2025-11-16T05:12:54.512310] [DEBUG] [MAG       ] TFII: Last date is validated at 2025-11-14
[2025-11-16T05:12:54.541044] [DEBUG] [MAG       ] THR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:54.577731] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:54.582549] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:54.644584] [INFO ] [LOCAL     ] THR: Saved forecast.
[2025-11-16T05:12:54.645029] [INFO ] [main      ] THR: Signal=1 (Conf=100.0%), Magnitude=-2.24% (Conf=54.8359%)
[2025-11-16T05:12:54.645446] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-11-16T05:12:54.645971] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-11-16T05:12:54.647768] [INFO ] [main      ] Progress: 5/472 forecasts completed (1.1%). THR finished in 0.7s. ETA: 2m 10s. Rate: 214.77 forecasts/min
[2025-11-16T05:12:54.651611] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-11-16T05:12:54.651941] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.41% (Conf=51.3622%)
[2025-11-16T05:12:54.652230] [INFO ] [main      ] Fetching symbol history for ENOV...
[2025-11-16T05:12:54.652609] [DEBUG] [REMOTE    ] ENOV: Fetching historical data.
[2025-11-16T05:12:54.654738] [INFO ] [main      ] Progress: 6/472 forecasts completed (1.3%). SOJC finished in 0.7s. ETA: 1m 49s. Rate: 256.44 forecasts/min
[2025-11-16T05:12:54.661191] [DEBUG] [REMOTE    ] VALE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:54.662469] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-11-16T05:12:54.662602] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-11-16T05:12:54.662930] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-11-16T05:12:54.664052] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:12:54.664200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:54.666812] [DEBUG] [REMOTE    ] ENOV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:54.667931] [DEBUG] [LOCAL     ] Loaded configuration for ENOV: 2 features, N/A% accuracy
[2025-11-16T05:12:54.668066] [INFO ] [LOCAL     ] ENOV: Loaded 2 optimal features with 57.35% confidence from JSON config
[2025-11-16T05:12:54.668170] [DEBUG] [MAG       ] Building data for symbol: ENOV with lookback: 0
[2025-11-16T05:12:54.669276] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:12:54.669418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:12:54.669475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:54.670395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:12:54.671550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:12:54.672240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:12:54.672871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:12:54.673890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:54.674111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:54.686141] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:54.734591] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2025-11-16T05:12:54.734924] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=-1.39% (Conf=52.596%)
[2025-11-16T05:12:54.735361] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-11-16T05:12:54.735483] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-11-16T05:12:54.735577] [INFO ] [main      ] Progress: 7/472 forecasts completed (1.5%). ANF finished in 0.8s. ETA: 1m 39s. Rate: 282.89 forecasts/min
[2025-11-16T05:12:54.747498] [DEBUG] [REMOTE    ] MSA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:54.748203] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-11-16T05:12:54.748335] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-11-16T05:12:54.748459] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-11-16T05:12:54.749390] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:12:54.749531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:54.751368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:12:54.751990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:12:54.830193] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2025-11-16T05:12:54.830488] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=0.62% (Conf=54.7349%)
[2025-11-16T05:12:54.830790] [INFO ] [main      ] Fetching symbol history for SO...
[2025-11-16T05:12:54.831129] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-11-16T05:12:54.832766] [INFO ] [main      ] Progress: 8/472 forecasts completed (1.7%). TFII finished in 0.8s. ETA: 1m 32s. Rate: 303.44 forecasts/min
[2025-11-16T05:12:54.843206] [DEBUG] [REMOTE    ] SO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:54.844010] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-11-16T05:12:54.844135] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-11-16T05:12:54.844239] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-11-16T05:12:54.845128] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:12:54.845265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:12:54.847079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:12:54.847979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:54.885767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:12:54.887948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:12:54.889034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:12:54.945460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:12:54.950033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:12:54.951588] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:55.037020] [DEBUG] [MAG       ] ENOV: Last date is validated at 2025-11-14
[2025-11-16T05:12:55.038089] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-11-14
[2025-11-16T05:12:55.181825] [DEBUG] [MAG       ] SO: Last date is validated at 2025-11-14
[2025-11-16T05:12:55.213274] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:55.214009] [DEBUG] [MAG       ] ENOV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:55.289725] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-11-16T05:12:55.289879] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=-0.21% (Conf=53.6249%)
[2025-11-16T05:12:55.290281] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-11-16T05:12:55.290620] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-11-16T05:12:55.291754] [INFO ] [main      ] Progress: 9/472 forecasts completed (1.9%). VALE finished in 0.6s. ETA: 1m 45s. Rate: 264.60 forecasts/min
[2025-11-16T05:12:55.306018] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:55.306908] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-11-16T05:12:55.307051] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-11-16T05:12:55.307159] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-11-16T05:12:55.308259] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:12:55.308412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:55.313863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:55.320153] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-11-14
[2025-11-16T05:12:55.324629] [INFO ] [LOCAL     ] ENOV: Saved forecast.
[2025-11-16T05:12:55.324965] [INFO ] [main      ] ENOV: Signal=1 (Conf=100.0%), Magnitude=-4.92% (Conf=57.3453%)
[2025-11-16T05:12:55.325470] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-11-16T05:12:55.325543] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-11-16T05:12:55.325753] [INFO ] [main      ] Progress: 10/472 forecasts completed (2.1%). ENOV finished in 0.7s. ETA: 1m 36s. Rate: 289.18 forecasts/min
[2025-11-16T05:12:55.339859] [DEBUG] [REMOTE    ] HLI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:55.340431] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-11-16T05:12:55.340503] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-11-16T05:12:55.340543] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-11-16T05:12:55.341455] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:12:55.341548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:12:55.343146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:55.353093] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:55.451060] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-11-16T05:12:55.451356] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-2.04% (Conf=46.663%)
[2025-11-16T05:12:55.451600] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-11-16T05:12:55.451947] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-11-16T05:12:55.452772] [INFO ] [main      ] Progress: 11/472 forecasts completed (2.3%). SO finished in 0.6s. ETA: 1m 32s. Rate: 299.75 forecasts/min
[2025-11-16T05:12:55.465587] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:55.466296] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-11-16T05:12:55.466418] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-11-16T05:12:55.466536] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-11-16T05:12:55.467412] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:12:55.467562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:12:55.468556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:12:55.472679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:55.474514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:12:55.475025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:12:55.476176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:12:55.477986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:12:55.479142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:12:55.479948] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:55.506926] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:55.650475] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-11-16T05:12:55.650856] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-0.51% (Conf=44.6423%)
[2025-11-16T05:12:55.651134] [INFO ] [main      ] Fetching symbol history for DSMC...
[2025-11-16T05:12:55.651499] [DEBUG] [REMOTE    ] DSMC: Fetching historical data.
[2025-11-16T05:12:55.651740] [INFO ] [main      ] Progress: 12/472 forecasts completed (2.5%). MSA finished in 0.9s. ETA: 1m 32s. Rate: 299.90 forecasts/min
[2025-11-16T05:12:55.661446] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-11-14
[2025-11-16T05:12:55.664280] [DEBUG] [REMOTE    ] DSMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:55.664979] [DEBUG] [LOCAL     ] Loaded configuration for DSMC: 5 features, N/A% accuracy
[2025-11-16T05:12:55.665134] [INFO ] [LOCAL     ] DSMC: Loaded 5 optimal features with 49.76% confidence from JSON config
[2025-11-16T05:12:55.665234] [DEBUG] [MAG       ] Building data for symbol: DSMC with lookback: 0
[2025-11-16T05:12:55.666220] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:12:55.666382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:55.668462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:12:55.669130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:12:55.669730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:12:55.670274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:12:55.671257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:55.694708] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-11-14
[2025-11-16T05:12:55.817526] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-11-14
[2025-11-16T05:12:55.834237] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:55.873973] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:55.982880] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:56.010834] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-11-16T05:12:56.010999] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=4.33% (Conf=55.0682%)
[2025-11-16T05:12:56.011395] [INFO ] [main      ] Fetching symbol history for DSU...
[2025-11-16T05:12:56.011757] [DEBUG] [REMOTE    ] DSU: Fetching historical data.
[2025-11-16T05:12:56.012964] [INFO ] [main      ] Progress: 13/472 forecasts completed (2.8%). ONTO finished in 0.7s. ETA: 1m 38s. Rate: 282.40 forecasts/min
[2025-11-16T05:12:56.020110] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-11-16T05:12:56.020399] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=1.17% (Conf=40.2026%)
[2025-11-16T05:12:56.020942] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-11-16T05:12:56.021067] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-11-16T05:12:56.021139] [INFO ] [main      ] Progress: 14/472 forecasts completed (3.0%). HLI finished in 0.7s. ETA: 1m 31s. Rate: 303.22 forecasts/min
[2025-11-16T05:12:56.026723] [DEBUG] [REMOTE    ] DSU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:56.026960] [DEBUG] [MAG       ] DSMC: Last date is validated at 2025-11-14
[2025-11-16T05:12:56.027499] [DEBUG] [LOCAL     ] Loaded configuration for DSU: 4 features, N/A% accuracy
[2025-11-16T05:12:56.027633] [INFO ] [LOCAL     ] DSU: Loaded 4 optimal features with 39.86% confidence from JSON config
[2025-11-16T05:12:56.027758] [DEBUG] [MAG       ] Building data for symbol: DSU with lookback: 0
[2025-11-16T05:12:56.028734] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:12:56.028866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:12:56.029990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:12:56.031357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:12:56.032249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:12:56.033037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:56.036123] [DEBUG] [REMOTE    ] TKO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:56.036817] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-11-16T05:12:56.036885] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-11-16T05:12:56.036923] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-11-16T05:12:56.037957] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:12:56.038037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:56.043581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:12:56.044588] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:56.096261] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-11-16T05:12:56.096355] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=-18.96% (Conf=61.3435%)
[2025-11-16T05:12:56.096778] [INFO ] [main      ] Progress: 15/472 forecasts completed (3.2%). QBTS finished in 0.6s. ETA: 1m 27s. Rate: 316.25 forecasts/min
[2025-11-16T05:12:56.096933] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-11-16T05:12:56.097016] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-11-16T05:12:56.112558] [DEBUG] [REMOTE    ] WEX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:56.113533] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-11-16T05:12:56.113600] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-11-16T05:12:56.113656] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-11-16T05:12:56.114731] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:12:56.114821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:56.120371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:12:56.121162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:56.123050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:56.207322] [DEBUG] [MAG       ] DSMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:56.299838] [INFO ] [LOCAL     ] DSMC: Saved forecast.
[2025-11-16T05:12:56.300152] [INFO ] [main      ] DSMC: Signal=1 (Conf=100.0%), Magnitude=-0.25% (Conf=49.7587%)
[2025-11-16T05:12:56.300764] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-11-16T05:12:56.300887] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-11-16T05:12:56.301719] [INFO ] [main      ] Progress: 16/472 forecasts completed (3.4%). DSMC finished in 0.6s. ETA: 1m 27s. Rate: 314.67 forecasts/min
[2025-11-16T05:12:56.314427] [DEBUG] [REMOTE    ] SPB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:56.315460] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-11-16T05:12:56.315587] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-11-16T05:12:56.315708] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-11-16T05:12:56.316822] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:12:56.316974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:56.318954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:12:56.319619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:12:56.320161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:12:56.321607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:12:56.323397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:12:56.325076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:56.383481] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-11-14
[2025-11-16T05:12:56.384832] [DEBUG] [MAG       ] DSU: Last date is validated at 2025-11-14
[2025-11-16T05:12:56.490387] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-11-14
[2025-11-16T05:12:56.548141] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:56.568017] [DEBUG] [MAG       ] DSU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:56.632481] [INFO ] [LOCAL     ] DSU: Saved forecast.
[2025-11-16T05:12:56.632824] [INFO ] [main      ] DSU: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=39.8626%)
[2025-11-16T05:12:56.633435] [INFO ] [main      ] Fetching symbol history for FDP...
[2025-11-16T05:12:56.633570] [DEBUG] [REMOTE    ] FDP: Fetching historical data.
[2025-11-16T05:12:56.633478] [INFO ] [main      ] Progress: 17/472 forecasts completed (3.6%). DSU finished in 0.6s. ETA: 1m 31s. Rate: 301.55 forecasts/min
[2025-11-16T05:12:56.648765] [DEBUG] [REMOTE    ] FDP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:56.649514] [DEBUG] [LOCAL     ] Loaded configuration for FDP: 6 features, N/A% accuracy
[2025-11-16T05:12:56.649662] [INFO ] [LOCAL     ] FDP: Loaded 6 optimal features with 61.64% confidence from JSON config
[2025-11-16T05:12:56.649795] [DEBUG] [MAG       ] Building data for symbol: FDP with lookback: 0
[2025-11-16T05:12:56.650775] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:12:56.650928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:12:56.652014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:12:56.654100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:12:56.657021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:12:56.657882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:12:56.659380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:12:56.662354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:56.670668] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-11-14
[2025-11-16T05:12:56.675686] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-11-16T05:12:56.675825] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=2.11% (Conf=46.5912%)
[2025-11-16T05:12:56.675899] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:56.676383] [INFO ] [main      ] Fetching symbol history for BSAC...
[2025-11-16T05:12:56.676462] [DEBUG] [REMOTE    ] BSAC: Fetching historical data.
[2025-11-16T05:12:56.676952] [INFO ] [main      ] Progress: 18/472 forecasts completed (3.8%). TKO finished in 0.7s. ETA: 1m 26s. Rate: 315.23 forecasts/min
[2025-11-16T05:12:56.690319] [DEBUG] [REMOTE    ] BSAC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:56.691153] [DEBUG] [LOCAL     ] Loaded configuration for BSAC: 3 features, N/A% accuracy
[2025-11-16T05:12:56.691217] [INFO ] [LOCAL     ] BSAC: Loaded 3 optimal features with 50.65% confidence from JSON config
[2025-11-16T05:12:56.691253] [DEBUG] [MAG       ] Building data for symbol: BSAC with lookback: 0
[2025-11-16T05:12:56.692102] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:12:56.692194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:56.697082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:56.698977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:12:56.699476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:56.837920] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:56.838360] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-11-16T05:12:56.838501] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=-7.25% (Conf=53.2942%)
[2025-11-16T05:12:56.838751] [INFO ] [main      ] Fetching symbol history for HUM...
[2025-11-16T05:12:56.839037] [DEBUG] [REMOTE    ] HUM: Fetching historical data.
[2025-11-16T05:12:56.840146] [INFO ] [main      ] Progress: 19/472 forecasts completed (4.0%). WEX finished in 0.7s. ETA: 1m 26s. Rate: 317.62 forecasts/min
[2025-11-16T05:12:56.855246] [DEBUG] [REMOTE    ] HUM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:56.856275] [DEBUG] [LOCAL     ] Loaded configuration for HUM: 1 features, N/A% accuracy
[2025-11-16T05:12:56.856397] [INFO ] [LOCAL     ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config
[2025-11-16T05:12:56.856520] [DEBUG] [MAG       ] Building data for symbol: HUM with lookback: 0
[2025-11-16T05:12:56.857574] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:12:56.857735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:12:56.860535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:56.953157] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-11-16T05:12:56.953432] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=-6.78% (Conf=40.5196%)
[2025-11-16T05:12:56.953634] [INFO ] [main      ] Fetching symbol history for TEL...
[2025-11-16T05:12:56.953985] [DEBUG] [REMOTE    ] TEL: Fetching historical data.
[2025-11-16T05:12:56.954932] [INFO ] [main      ] Progress: 20/472 forecasts completed (4.2%). SPB finished in 0.7s. ETA: 1m 24s. Rate: 323.97 forecasts/min
[2025-11-16T05:12:56.966312] [DEBUG] [REMOTE    ] TEL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:56.967011] [DEBUG] [LOCAL     ] Loaded configuration for TEL: 3 features, N/A% accuracy
[2025-11-16T05:12:56.967126] [INFO ] [LOCAL     ] TEL: Loaded 3 optimal features with 62.06% confidence from JSON config
[2025-11-16T05:12:56.967223] [DEBUG] [MAG       ] Building data for symbol: TEL with lookback: 0
[2025-11-16T05:12:56.968113] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:12:56.968247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:56.973159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:12:56.974223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:12:56.975876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:57.005329] [DEBUG] [MAG       ] FDP: Last date is validated at 2025-11-14
[2025-11-16T05:12:57.032832] [DEBUG] [MAG       ] BSAC: Last date is validated at 2025-11-14
[2025-11-16T05:12:57.175261] [DEBUG] [MAG       ] FDP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:57.199344] [DEBUG] [MAG       ] BSAC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:57.217287] [DEBUG] [MAG       ] HUM: Last date is validated at 2025-11-14
[2025-11-16T05:12:57.272022] [INFO ] [LOCAL     ] FDP: Saved forecast.
[2025-11-16T05:12:57.272139] [INFO ] [main      ] FDP: Signal=1 (Conf=100.0%), Magnitude=0.06% (Conf=61.644%)
[2025-11-16T05:12:57.272658] [INFO ] [main      ] Fetching symbol history for DELL...
[2025-11-16T05:12:57.272731] [DEBUG] [REMOTE    ] DELL: Fetching historical data.
[2025-11-16T05:12:57.272759] [INFO ] [main      ] Progress: 21/472 forecasts completed (4.4%). FDP finished in 0.6s. ETA: 1m 26s. Rate: 313.29 forecasts/min
[2025-11-16T05:12:57.277193] [INFO ] [LOCAL     ] BSAC: Saved forecast.
[2025-11-16T05:12:57.277304] [INFO ] [main      ] BSAC: Signal=1 (Conf=100.0%), Magnitude=3.28% (Conf=50.652%)
[2025-11-16T05:12:57.277779] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-11-16T05:12:57.277843] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-11-16T05:12:57.278868] [INFO ] [main      ] Progress: 22/472 forecasts completed (4.7%). BSAC finished in 0.6s. ETA: 1m 22s. Rate: 327.71 forecasts/min
[2025-11-16T05:12:57.288379] [DEBUG] [REMOTE    ] DELL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:57.289270] [DEBUG] [LOCAL     ] Loaded configuration for DELL: 3 features, N/A% accuracy
[2025-11-16T05:12:57.289335] [INFO ] [LOCAL     ] DELL: Loaded 3 optimal features with 63.60% confidence from JSON config
[2025-11-16T05:12:57.289371] [DEBUG] [MAG       ] Building data for symbol: DELL with lookback: 0
[2025-11-16T05:12:57.290175] [DEBUG] [REMOTE    ] BUD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:57.290355] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:12:57.290432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:57.290941] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-11-16T05:12:57.291006] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-11-16T05:12:57.291043] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-11-16T05:12:57.291892] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:12:57.291970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:57.295558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:12:57.296568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:12:57.297094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:12:57.300078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:12:57.310188] [DEBUG] [MAG       ] TEL: Last date is validated at 2025-11-14
[2025-11-16T05:12:57.317285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:57.396071] [DEBUG] [MAG       ] HUM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:57.428436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:57.476682] [DEBUG] [MAG       ] TEL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:57.593461] [INFO ] [LOCAL     ] HUM: Saved forecast.
[2025-11-16T05:12:57.593856] [INFO ] [main      ] HUM: Signal=1 (Conf=100.0%), Magnitude=3.45% (Conf=52.7504%)
[2025-11-16T05:12:57.594173] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-11-16T05:12:57.594509] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-11-16T05:12:57.595768] [INFO ] [main      ] Progress: 23/472 forecasts completed (4.9%). HUM finished in 0.8s. ETA: 1m 25s. Rate: 317.62 forecasts/min
[2025-11-16T05:12:57.609564] [INFO ] [LOCAL     ] TEL: Saved forecast.
[2025-11-16T05:12:57.609862] [INFO ] [main      ] TEL: Signal=1 (Conf=100.0%), Magnitude=0.66% (Conf=62.0592%)
[2025-11-16T05:12:57.610105] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-11-16T05:12:57.610217] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-11-16T05:12:57.611121] [INFO ] [main      ] Progress: 24/472 forecasts completed (5.1%). TEL finished in 0.7s. ETA: 1m 21s. Rate: 330.26 forecasts/min
[2025-11-16T05:12:57.613347] [DEBUG] [REMOTE    ] BYD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:57.613876] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-11-16T05:12:57.613953] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-11-16T05:12:57.614001] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-11-16T05:12:57.614937] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:12:57.615029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:57.620112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:57.622064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:12:57.622698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:12:57.623191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:57.627080] [DEBUG] [REMOTE    ] WMS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:57.627933] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-11-16T05:12:57.628068] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-11-16T05:12:57.628179] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-11-16T05:12:57.629355] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:12:57.629497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:12:57.633153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:57.656536] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-11-14
[2025-11-16T05:12:57.788702] [DEBUG] [MAG       ] DELL: Last date is validated at 2025-11-14
[2025-11-16T05:12:57.825097] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:57.935485] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-11-16T05:12:57.935808] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=0.01% (Conf=57.7443%)
[2025-11-16T05:12:57.936224] [INFO ] [main      ] Fetching symbol history for CMC...
[2025-11-16T05:12:57.936356] [DEBUG] [REMOTE    ] CMC: Fetching historical data.
[2025-11-16T05:12:57.936740] [INFO ] [main      ] Progress: 25/472 forecasts completed (5.3%). BUD finished in 0.7s. ETA: 1m 24s. Rate: 320.11 forecasts/min
[2025-11-16T05:12:57.948855] [DEBUG] [REMOTE    ] CMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:57.949586] [DEBUG] [LOCAL     ] Loaded configuration for CMC: 4 features, N/A% accuracy
[2025-11-16T05:12:57.949730] [INFO ] [LOCAL     ] CMC: Loaded 4 optimal features with 49.98% confidence from JSON config
[2025-11-16T05:12:57.949840] [DEBUG] [MAG       ] Building data for symbol: CMC with lookback: 0
[2025-11-16T05:12:57.950735] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:12:57.950873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:57.955891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:12:57.956070] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-11-14
[2025-11-16T05:12:57.956966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:12:57.959552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:12:57.960387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:57.968297] [DEBUG] [MAG       ] DELL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:57.982940] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-11-14
[2025-11-16T05:12:58.115478] [INFO ] [LOCAL     ] DELL: Saved forecast.
[2025-11-16T05:12:58.115844] [INFO ] [main      ] DELL: Signal=1 (Conf=100.0%), Magnitude=2.74% (Conf=63.5955%)
[2025-11-16T05:12:58.116401] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-11-16T05:12:58.116551] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-11-16T05:12:58.117849] [INFO ] [main      ] Progress: 26/472 forecasts completed (5.5%). DELL finished in 0.8s. ETA: 1m 23s. Rate: 320.53 forecasts/min
[2025-11-16T05:12:58.122684] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:58.131349] [DEBUG] [REMOTE    ] GEL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:58.132209] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-11-16T05:12:58.132280] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-11-16T05:12:58.132392] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-11-16T05:12:58.133383] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-11-16T05:12:58.133475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:58.138622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:58.140673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:12:58.141213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:12:58.141766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:12:58.142581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:12:58.158453] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:58.197825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:12:58.236289] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-11-16T05:12:58.236611] [INFO ] [main      ] BYD: Signal=1 (Conf=100.0%), Magnitude=-0.87% (Conf=41.621%)
[2025-11-16T05:12:58.237077] [INFO ] [main      ] Fetching symbol history for PNW...
[2025-11-16T05:12:58.237193] [DEBUG] [REMOTE    ] PNW: Fetching historical data.
[2025-11-16T05:12:58.237784] [INFO ] [main      ] Progress: 27/472 forecasts completed (5.7%). BYD finished in 0.6s. ETA: 1m 22s. Rate: 324.85 forecasts/min
[2025-11-16T05:12:58.249999] [DEBUG] [REMOTE    ] PNW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:58.250606] [DEBUG] [LOCAL     ] Loaded configuration for PNW: 3 features, N/A% accuracy
[2025-11-16T05:12:58.250823] [INFO ] [LOCAL     ] PNW: Loaded 3 optimal features with 57.10% confidence from JSON config
[2025-11-16T05:12:58.250925] [DEBUG] [MAG       ] Building data for symbol: PNW with lookback: 0
[2025-11-16T05:12:58.251836] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:12:58.251983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:58.257151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:12:58.258208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:12:58.258892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:58.289622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:12:58.290673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:12:58.291916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:12:58.293953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:12:58.295216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:12:58.296056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:58.305098] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-11-16T05:12:58.305223] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=-4.40% (Conf=49.9748%)
[2025-11-16T05:12:58.305796] [INFO ] [main      ] Fetching symbol history for VIST...
[2025-11-16T05:12:58.305867] [DEBUG] [REMOTE    ] VIST: Fetching historical data.
[2025-11-16T05:12:58.306953] [INFO ] [main      ] Progress: 28/472 forecasts completed (5.9%). WMS finished in 0.7s. ETA: 1m 20s. Rate: 332.27 forecasts/min
[2025-11-16T05:12:58.307816] [DEBUG] [MAG       ] CMC: Last date is validated at 2025-11-14
[2025-11-16T05:12:58.321061] [DEBUG] [REMOTE    ] VIST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:58.321771] [DEBUG] [LOCAL     ] Loaded configuration for VIST: 2 features, N/A% accuracy
[2025-11-16T05:12:58.321829] [INFO ] [LOCAL     ] VIST: Loaded 2 optimal features with 55.20% confidence from JSON config
[2025-11-16T05:12:58.321865] [DEBUG] [MAG       ] Building data for symbol: VIST with lookback: 0
[2025-11-16T05:12:58.322843] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:12:58.322919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:12:58.379515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:12:58.380865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:58.478399] [DEBUG] [MAG       ] CMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:58.593146] [INFO ] [LOCAL     ] CMC: Saved forecast.
[2025-11-16T05:12:58.593254] [INFO ] [main      ] CMC: Signal=1 (Conf=100.0%), Magnitude=-2.03% (Conf=49.975%)
[2025-11-16T05:12:58.593625] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-11-16T05:12:58.593726] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-11-16T05:12:58.593796] [INFO ] [main      ] Progress: 29/472 forecasts completed (6.1%). CMC finished in 0.7s. ETA: 1m 22s. Rate: 325.67 forecasts/min
[2025-11-16T05:12:58.598879] [DEBUG] [MAG       ] PNW: Last date is validated at 2025-11-14
[2025-11-16T05:12:58.606764] [DEBUG] [REMOTE    ] AZO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:58.607526] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-11-16T05:12:58.607593] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-11-16T05:12:58.607659] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-11-16T05:12:58.608473] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:12:58.608589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:58.613416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:58.615385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:12:58.615993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:12:58.616613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:12:58.617158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:12:58.618547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:58.644183] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-11-14
[2025-11-16T05:12:58.721358] [DEBUG] [MAG       ] VIST: Last date is validated at 2025-11-14
[2025-11-16T05:12:58.769478] [DEBUG] [MAG       ] PNW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:58.815899] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:58.881252] [INFO ] [LOCAL     ] PNW: Saved forecast.
[2025-11-16T05:12:58.881377] [INFO ] [main      ] PNW: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=57.1009%)
[2025-11-16T05:12:58.881922] [INFO ] [main      ] Fetching symbol history for MA...
[2025-11-16T05:12:58.881997] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-11-16T05:12:58.882953] [INFO ] [main      ] Progress: 30/472 forecasts completed (6.4%). PNW finished in 0.6s. ETA: 1m 23s. Rate: 319.60 forecasts/min
[2025-11-16T05:12:58.894543] [DEBUG] [MAG       ] VIST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:58.895443] [DEBUG] [REMOTE    ] MA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:58.896307] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-11-16T05:12:58.896373] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-11-16T05:12:58.896410] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-11-16T05:12:58.897296] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:12:58.897515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:58.902524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:12:58.903950] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-11-16T05:12:58.904276] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=2.75% (Conf=36.1082%)
[2025-11-16T05:12:58.904859] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-11-16T05:12:58.905031] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-11-16T05:12:58.905470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:58.905734] [INFO ] [main      ] Progress: 31/472 forecasts completed (6.6%). GEL finished in 0.8s. ETA: 1m 20s. Rate: 328.92 forecasts/min
[2025-11-16T05:12:58.918813] [DEBUG] [REMOTE    ] PHK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:58.919630] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-11-16T05:12:58.919781] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-11-16T05:12:58.919887] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-11-16T05:12:58.920885] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:12:58.921017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:58.926099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:12:58.927062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:12:58.929549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:58.952028] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-11-14
[2025-11-16T05:12:59.017398] [INFO ] [LOCAL     ] VIST: Saved forecast.
[2025-11-16T05:12:59.017553] [INFO ] [main      ] VIST: Signal=1 (Conf=90.0%), Magnitude=5.15% (Conf=55.1952%)
[2025-11-16T05:12:59.018087] [INFO ] [main      ] Fetching symbol history for WTTR...
[2025-11-16T05:12:59.018169] [DEBUG] [REMOTE    ] WTTR: Fetching historical data.
[2025-11-16T05:12:59.019277] [INFO ] [main      ] Progress: 32/472 forecasts completed (6.8%). VIST finished in 0.7s. ETA: 1m 19s. Rate: 332.85 forecasts/min
[2025-11-16T05:12:59.032755] [DEBUG] [REMOTE    ] WTTR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:59.033588] [DEBUG] [LOCAL     ] Loaded configuration for WTTR: 4 features, N/A% accuracy
[2025-11-16T05:12:59.033728] [INFO ] [LOCAL     ] WTTR: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-11-16T05:12:59.033827] [DEBUG] [MAG       ] Building data for symbol: WTTR with lookback: 0
[2025-11-16T05:12:59.034850] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:12:59.034987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:59.040309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:12:59.041498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:12:59.091859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:12:59.093689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:59.119685] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:59.246841] [DEBUG] [MAG       ] MA: Last date is validated at 2025-11-14
[2025-11-16T05:12:59.275408] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-11-14
[2025-11-16T05:12:59.365787] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-11-16T05:12:59.366094] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-2.67% (Conf=52.3278%)
[2025-11-16T05:12:59.366547] [INFO ] [main      ] Fetching symbol history for HYT...
[2025-11-16T05:12:59.366687] [DEBUG] [REMOTE    ] HYT: Fetching historical data.
[2025-11-16T05:12:59.366768] [INFO ] [main      ] Progress: 33/472 forecasts completed (7.0%). AZO finished in 0.8s. ETA: 1m 21s. Rate: 323.75 forecasts/min
[2025-11-16T05:12:59.379788] [DEBUG] [REMOTE    ] HYT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:59.380414] [DEBUG] [LOCAL     ] Loaded configuration for HYT: 8 features, N/A% accuracy
[2025-11-16T05:12:59.380470] [INFO ] [LOCAL     ] HYT: Loaded 8 optimal features with 52.78% confidence from JSON config
[2025-11-16T05:12:59.380507] [DEBUG] [MAG       ] Building data for symbol: HYT with lookback: 0
[2025-11-16T05:12:59.381330] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:12:59.381411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:59.386203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:12:59.387081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:12:59.389414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:12:59.390675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:12:59.418572] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:59.449638] [DEBUG] [MAG       ] WTTR: Last date is validated at 2025-11-14
[2025-11-16T05:12:59.451472] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:59.476455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:12:59.477522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:12:59.478675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:12:59.483137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:59.518565] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-11-16T05:12:59.518947] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=26.5154%)
[2025-11-16T05:12:59.519582] [INFO ] [main      ] Fetching symbol history for BIT...
[2025-11-16T05:12:59.519751] [DEBUG] [REMOTE    ] BIT: Fetching historical data.
[2025-11-16T05:12:59.521270] [INFO ] [main      ] Progress: 34/472 forecasts completed (7.2%). PHK finished in 0.6s. ETA: 1m 21s. Rate: 325.34 forecasts/min
[2025-11-16T05:12:59.537023] [DEBUG] [REMOTE    ] BIT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:59.537827] [DEBUG] [LOCAL     ] Loaded configuration for BIT: 2 features, N/A% accuracy
[2025-11-16T05:12:59.537913] [INFO ] [LOCAL     ] BIT: Loaded 2 optimal features with 56.32% confidence from JSON config
[2025-11-16T05:12:59.537977] [DEBUG] [MAG       ] Building data for symbol: BIT with lookback: 0
[2025-11-16T05:12:59.539195] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:12:59.539363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:59.546117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:12:59.547599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:59.593570] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-11-16T05:12:59.593853] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=-0.76% (Conf=57.4444%)
[2025-11-16T05:12:59.594273] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-11-16T05:12:59.594389] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-11-16T05:12:59.594779] [INFO ] [main      ] Progress: 35/472 forecasts completed (7.4%). MA finished in 0.7s. ETA: 1m 19s. Rate: 331.03 forecasts/min
[2025-11-16T05:12:59.606801] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:59.607516] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-11-16T05:12:59.607670] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-11-16T05:12:59.607786] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-11-16T05:12:59.608617] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:12:59.608809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:59.613838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:12:59.615792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:12:59.616371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:12:59.616908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:12:59.620029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:12:59.621462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:59.626398] [DEBUG] [MAG       ] WTTR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:12:59.714226] [INFO ] [LOCAL     ] WTTR: Saved forecast.
[2025-11-16T05:12:59.714340] [INFO ] [main      ] WTTR: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=58.5027%)
[2025-11-16T05:12:59.714947] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-11-16T05:12:59.715178] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-11-16T05:12:59.715208] [INFO ] [main      ] Progress: 36/472 forecasts completed (7.6%). WTTR finished in 0.7s. ETA: 1m 18s. Rate: 334.14 forecasts/min
[2025-11-16T05:12:59.729725] [DEBUG] [REMOTE    ] NXE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:12:59.730446] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-11-16T05:12:59.730504] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-11-16T05:12:59.730540] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-11-16T05:12:59.731501] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:12:59.731583] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:12:59.737056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:12:59.783477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:12:59.838201] [DEBUG] [MAG       ] HYT: Last date is validated at 2025-11-14
[2025-11-16T05:12:59.918408] [DEBUG] [MAG       ] BIT: Last date is validated at 2025-11-14
[2025-11-16T05:12:59.959461] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-11-14
[2025-11-16T05:13:00.011923] [DEBUG] [MAG       ] HYT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:00.085135] [INFO ] [LOCAL     ] HYT: Saved forecast.
[2025-11-16T05:13:00.085453] [INFO ] [main      ] HYT: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=52.7845%)
[2025-11-16T05:13:00.086058] [INFO ] [main      ] Fetching symbol history for SOR...
[2025-11-16T05:13:00.086199] [DEBUG] [REMOTE    ] SOR: Fetching historical data.
[2025-11-16T05:13:00.087540] [INFO ] [main      ] Progress: 37/472 forecasts completed (7.8%). HYT finished in 0.7s. ETA: 1m 20s. Rate: 324.72 forecasts/min
[2025-11-16T05:13:00.103694] [DEBUG] [REMOTE    ] SOR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:00.104753] [DEBUG] [LOCAL     ] Loaded configuration for SOR: 8 features, N/A% accuracy
[2025-11-16T05:13:00.104889] [INFO ] [LOCAL     ] SOR: Loaded 8 optimal features with 62.63% confidence from JSON config
[2025-11-16T05:13:00.105001] [DEBUG] [MAG       ] Building data for symbol: SOR with lookback: 0
[2025-11-16T05:13:00.106039] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:00.106190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:00.107204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:00.108712] [DEBUG] [MAG       ] BIT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:00.110367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:00.113209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:00.117418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:00.118524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:13:00.119969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:13:00.121202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:00.122942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:00.128661] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:00.137789] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-11-14
[2025-11-16T05:13:00.174704] [INFO ] [LOCAL     ] BIT: Saved forecast.
[2025-11-16T05:13:00.175019] [INFO ] [main      ] BIT: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=56.3163%)
[2025-11-16T05:13:00.175301] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-11-16T05:13:00.175422] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-11-16T05:13:00.176655] [INFO ] [main      ] Progress: 38/472 forecasts completed (8.1%). BIT finished in 0.7s. ETA: 1m 19s. Rate: 329.21 forecasts/min
[2025-11-16T05:13:00.189802] [DEBUG] [REMOTE    ] NATL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:00.190702] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-11-16T05:13:00.190775] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-11-16T05:13:00.190890] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-11-16T05:13:00.191873] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:00.191958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:00.192861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:00.195412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:00.196258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:00.196997] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-11-16T05:13:00.197259] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=2.65% (Conf=42.0612%)
[2025-11-16T05:13:00.197498] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-11-16T05:13:00.197921] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-11-16T05:13:00.199753] [INFO ] [main      ] Progress: 39/472 forecasts completed (8.3%). DOUG finished in 0.6s. ETA: 1m 17s. Rate: 336.75 forecasts/min
[2025-11-16T05:13:00.199948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:13:00.201634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:00.211248] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:00.211875] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-11-16T05:13:00.211937] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-11-16T05:13:00.211973] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-11-16T05:13:00.212805] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:00.212881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:00.217857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:00.219678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:00.220181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:00.220580] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:00.309720] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:00.385842] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-11-16T05:13:00.386141] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=53.3323%)
[2025-11-16T05:13:00.386407] [INFO ] [main      ] Fetching symbol history for IDE...
[2025-11-16T05:13:00.386796] [DEBUG] [REMOTE    ] IDE: Fetching historical data.
[2025-11-16T05:13:00.388006] [INFO ] [main      ] Progress: 40/472 forecasts completed (8.5%). NXE finished in 0.7s. ETA: 1m 17s. Rate: 336.27 forecasts/min
[2025-11-16T05:13:00.400965] [DEBUG] [REMOTE    ] IDE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:00.401794] [DEBUG] [LOCAL     ] Loaded configuration for IDE: 8 features, N/A% accuracy
[2025-11-16T05:13:00.401915] [INFO ] [LOCAL     ] IDE: Loaded 8 optimal features with 42.90% confidence from JSON config
[2025-11-16T05:13:00.402005] [DEBUG] [MAG       ] Building data for symbol: IDE with lookback: 0
[2025-11-16T05:13:00.403024] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:00.403184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:00.405159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:00.405848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:00.406871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:00.407881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:00.472170] [DEBUG] [MAG       ] SOR: Last date is validated at 2025-11-14
[2025-11-16T05:13:00.543523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:00.547407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:13:00.549256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:00.549539] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-11-14
[2025-11-16T05:13:00.550928] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:00.585258] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-11-14
[2025-11-16T05:13:00.647025] [DEBUG] [MAG       ] SOR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:00.725114] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:00.739267] [INFO ] [LOCAL     ] SOR: Saved forecast.
[2025-11-16T05:13:00.739575] [INFO ] [main      ] SOR: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=62.6293%)
[2025-11-16T05:13:00.739887] [INFO ] [main      ] Fetching symbol history for ECC...
[2025-11-16T05:13:00.740018] [DEBUG] [REMOTE    ] ECC: Fetching historical data.
[2025-11-16T05:13:00.741857] [INFO ] [main      ] Progress: 41/472 forecasts completed (8.7%). SOR finished in 0.7s. ETA: 1m 19s. Rate: 328.40 forecasts/min
[2025-11-16T05:13:00.753355] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:00.756264] [DEBUG] [REMOTE    ] ECC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:00.757444] [DEBUG] [LOCAL     ] Loaded configuration for ECC: 6 features, N/A% accuracy
[2025-11-16T05:13:00.757577] [INFO ] [LOCAL     ] ECC: Loaded 6 optimal features with 60.37% confidence from JSON config
[2025-11-16T05:13:00.757699] [DEBUG] [MAG       ] Building data for symbol: ECC with lookback: 0
[2025-11-16T05:13:00.758800] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:00.758948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:00.764698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:00.766731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:00.767351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:00.767941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:00.768804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:00.821990] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-11-16T05:13:00.822100] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=-3.34% (Conf=62.9904%)
[2025-11-16T05:13:00.822306] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-11-16T05:13:00.822586] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-11-16T05:13:00.822927] [INFO ] [main      ] Progress: 42/472 forecasts completed (8.9%). VTEX finished in 0.6s. ETA: 1m 18s. Rate: 332.80 forecasts/min
[2025-11-16T05:13:00.829574] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:00.835264] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:00.836135] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-11-16T05:13:00.836212] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-11-16T05:13:00.836262] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-11-16T05:13:00.836058] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-11-16T05:13:00.836434] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=57.2769%)
[2025-11-16T05:13:00.836768] [INFO ] [main      ] Fetching symbol history for SQNS...
[2025-11-16T05:13:00.837171] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2025-11-16T05:13:00.837124] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:00.837349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:00.838297] [INFO ] [main      ] Progress: 43/472 forecasts completed (9.1%). NATL finished in 0.7s. ETA: 1m 16s. Rate: 340.04 forecasts/min
[2025-11-16T05:13:00.842949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:00.844792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:00.845293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:00.845776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:00.848269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:00.850007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:00.851111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:00.855700] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:00.856376] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2025-11-16T05:13:00.856531] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2025-11-16T05:13:00.856590] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2025-11-16T05:13:00.857584] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:00.857706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:00.863005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:00.864981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:00.865555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:00.866034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:00.867071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:00.869714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:00.910427] [DEBUG] [MAG       ] IDE: Last date is validated at 2025-11-14
[2025-11-16T05:13:01.004091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:01.005682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:01.007361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:01.095121] [DEBUG] [MAG       ] IDE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:01.183755] [DEBUG] [MAG       ] ECC: Last date is validated at 2025-11-14
[2025-11-16T05:13:01.185059] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-11-14
[2025-11-16T05:13:01.244476] [INFO ] [LOCAL     ] IDE: Saved forecast.
[2025-11-16T05:13:01.244810] [INFO ] [main      ] IDE: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=42.9049%)
[2025-11-16T05:13:01.245105] [INFO ] [main      ] Fetching symbol history for FVRR...
[2025-11-16T05:13:01.245517] [DEBUG] [REMOTE    ] FVRR: Fetching historical data.
[2025-11-16T05:13:01.245923] [INFO ] [main      ] Progress: 44/472 forecasts completed (9.3%). IDE finished in 0.9s. ETA: 1m 18s. Rate: 330.21 forecasts/min
[2025-11-16T05:13:01.260794] [DEBUG] [REMOTE    ] FVRR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:01.261515] [DEBUG] [LOCAL     ] Loaded configuration for FVRR: 5 features, N/A% accuracy
[2025-11-16T05:13:01.261570] [INFO ] [LOCAL     ] FVRR: Loaded 5 optimal features with 48.07% confidence from JSON config
[2025-11-16T05:13:01.261607] [DEBUG] [MAG       ] Building data for symbol: FVRR with lookback: 0
[2025-11-16T05:13:01.262556] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:01.262635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:01.264475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:01.265090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:01.265516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:01.266613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:01.268875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:01.364335] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:01.366973] [DEBUG] [MAG       ] ECC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:01.390883] [DEBUG] [MAG       ] SQNS: Last date is validated at 2025-11-14
[2025-11-16T05:13:01.437163] [INFO ] [LOCAL     ] ECC: Saved forecast.
[2025-11-16T05:13:01.437474] [INFO ] [main      ] ECC: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=60.3684%)
[2025-11-16T05:13:01.437776] [INFO ] [main      ] Fetching symbol history for PHR...
[2025-11-16T05:13:01.437898] [DEBUG] [REMOTE    ] PHR: Fetching historical data.
[2025-11-16T05:13:01.439778] [INFO ] [main      ] Progress: 45/472 forecasts completed (9.5%). ECC finished in 0.7s. ETA: 1m 18s. Rate: 329.72 forecasts/min
[2025-11-16T05:13:01.452996] [DEBUG] [REMOTE    ] PHR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:01.453843] [DEBUG] [LOCAL     ] Loaded configuration for PHR: 6 features, N/A% accuracy
[2025-11-16T05:13:01.453966] [INFO ] [LOCAL     ] PHR: Loaded 6 optimal features with 60.79% confidence from JSON config
[2025-11-16T05:13:01.454068] [DEBUG] [MAG       ] Building data for symbol: PHR with lookback: 0
[2025-11-16T05:13:01.455039] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:01.455175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:01.457180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:01.457866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:01.460487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:01.508669] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-11-16T05:13:01.508980] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=39.2888%)
[2025-11-16T05:13:01.509404] [INFO ] [main      ] Fetching symbol history for ZETA...
[2025-11-16T05:13:01.509523] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2025-11-16T05:13:01.509671] [INFO ] [main      ] Progress: 46/472 forecasts completed (9.7%). MSGS finished in 0.7s. ETA: 1m 16s. Rate: 334.19 forecasts/min
[2025-11-16T05:13:01.522742] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:01.523690] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2025-11-16T05:13:01.523820] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2025-11-16T05:13:01.523920] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2025-11-16T05:13:01.524852] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:01.524991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:01.526010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:01.576659] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:01.590720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:01.592663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:01.595510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:01.642984] [DEBUG] [MAG       ] FVRR: Last date is validated at 2025-11-14
[2025-11-16T05:13:01.656986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:01.704850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:01.706301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:01.770978] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2025-11-16T05:13:01.771290] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=-7.84% (Conf=41.0619%)
[2025-11-16T05:13:01.771875] [INFO ] [main      ] Progress: 47/472 forecasts completed (10.0%). SQNS finished in 0.9s. ETA: 1m 17s. Rate: 330.95 forecasts/min
[2025-11-16T05:13:01.772199] [INFO ] [main      ] Fetching symbol history for CTRE...
[2025-11-16T05:13:01.772330] [DEBUG] [REMOTE    ] CTRE: Fetching historical data.
[2025-11-16T05:13:01.788812] [DEBUG] [REMOTE    ] CTRE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:01.790127] [DEBUG] [LOCAL     ] Loaded configuration for CTRE: 5 features, N/A% accuracy
[2025-11-16T05:13:01.790264] [INFO ] [LOCAL     ] CTRE: Loaded 5 optimal features with 54.19% confidence from JSON config
[2025-11-16T05:13:01.790401] [DEBUG] [MAG       ] Building data for symbol: CTRE with lookback: 0
[2025-11-16T05:13:01.791502] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:01.791686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:01.794217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:01.795015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:01.795590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:01.796128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:01.798855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:01.801989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:01.819120] [DEBUG] [MAG       ] FVRR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:01.930597] [INFO ] [LOCAL     ] FVRR: Saved forecast.
[2025-11-16T05:13:01.931149] [INFO ] [main      ] FVRR: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=48.0739%)
[2025-11-16T05:13:01.931430] [INFO ] [main      ] Fetching symbol history for EIG...
[2025-11-16T05:13:01.931556] [DEBUG] [REMOTE    ] EIG: Fetching historical data.
[2025-11-16T05:13:01.932260] [INFO ] [main      ] Progress: 48/472 forecasts completed (10.2%). FVRR finished in 0.7s. ETA: 1m 17s. Rate: 331.75 forecasts/min
[2025-11-16T05:13:01.946156] [DEBUG] [REMOTE    ] EIG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:01.947318] [DEBUG] [LOCAL     ] Loaded configuration for EIG: 2 features, N/A% accuracy
[2025-11-16T05:13:01.947451] [INFO ] [LOCAL     ] EIG: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-11-16T05:13:01.947512] [DEBUG] [MAG       ] Building data for symbol: EIG with lookback: 0
[2025-11-16T05:13:01.948910] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:01.949056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:01.950537] [DEBUG] [MAG       ] PHR: Last date is validated at 2025-11-14
[2025-11-16T05:13:01.954554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:01.955684] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:02.131041] [DEBUG] [MAG       ] PHR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:02.151427] [DEBUG] [MAG       ] ZETA: Last date is validated at 2025-11-14
[2025-11-16T05:13:02.162416] [DEBUG] [MAG       ] CTRE: Last date is validated at 2025-11-14
[2025-11-16T05:13:02.236167] [INFO ] [LOCAL     ] PHR: Saved forecast.
[2025-11-16T05:13:02.236490] [INFO ] [main      ] PHR: Signal=1 (Conf=90.0%), Magnitude=2.53% (Conf=60.793%)
[2025-11-16T05:13:02.237034] [INFO ] [main      ] Fetching symbol history for KIO...
[2025-11-16T05:13:02.237154] [DEBUG] [REMOTE    ] KIO: Fetching historical data.
[2025-11-16T05:13:02.237765] [INFO ] [main      ] Progress: 49/472 forecasts completed (10.4%). PHR finished in 0.8s. ETA: 1m 18s. Rate: 327.14 forecasts/min
[2025-11-16T05:13:02.251536] [DEBUG] [REMOTE    ] KIO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:02.252572] [DEBUG] [LOCAL     ] Loaded configuration for KIO: 8 features, N/A% accuracy
[2025-11-16T05:13:02.252711] [INFO ] [LOCAL     ] KIO: Loaded 8 optimal features with 53.93% confidence from JSON config
[2025-11-16T05:13:02.252853] [DEBUG] [MAG       ] Building data for symbol: KIO with lookback: 0
[2025-11-16T05:13:02.253838] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:02.253973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:02.255829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:02.256476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:02.256997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:02.259466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:02.316769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:02.317921] [DEBUG] [MAG       ] EIG: Last date is validated at 2025-11-14
[2025-11-16T05:13:02.319118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:13:02.319958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:02.319808] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:02.322885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:02.336101] [DEBUG] [MAG       ] CTRE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:02.424022] [INFO ] [LOCAL     ] CTRE: Saved forecast.
[2025-11-16T05:13:02.424307] [INFO ] [main      ] CTRE: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=54.1858%)
[2025-11-16T05:13:02.424591] [INFO ] [main      ] Fetching symbol history for BFH...
[2025-11-16T05:13:02.424945] [DEBUG] [REMOTE    ] BFH: Fetching historical data.
[2025-11-16T05:13:02.425882] [INFO ] [main      ] Progress: 50/472 forecasts completed (10.6%). CTRE finished in 0.7s. ETA: 1m 17s. Rate: 326.98 forecasts/min
[2025-11-16T05:13:02.439421] [DEBUG] [REMOTE    ] BFH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:02.440099] [DEBUG] [LOCAL     ] Loaded configuration for BFH: 7 features, N/A% accuracy
[2025-11-16T05:13:02.440162] [INFO ] [LOCAL     ] BFH: Loaded 7 optimal features with 48.42% confidence from JSON config
[2025-11-16T05:13:02.440206] [DEBUG] [MAG       ] Building data for symbol: BFH with lookback: 0
[2025-11-16T05:13:02.441142] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:02.441223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:02.441109] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2025-11-16T05:13:02.441485] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=4.41% (Conf=46.0024%)
[2025-11-16T05:13:02.441774] [INFO ] [main      ] Fetching symbol history for OBDC...
[2025-11-16T05:13:02.441857] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2025-11-16T05:13:02.443370] [INFO ] [main      ] Progress: 51/472 forecasts completed (10.8%). ZETA finished in 0.9s. ETA: 1m 16s. Rate: 332.88 forecasts/min
[2025-11-16T05:13:02.447817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:02.450508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:02.451689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:02.453524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:02.454142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:02.455235] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:02.455697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:02.456094] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2025-11-16T05:13:02.456221] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2025-11-16T05:13:02.456321] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2025-11-16T05:13:02.457326] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:02.457466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:02.458346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:02.458556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:02.459432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:13:02.461726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:02.462571] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:02.503798] [DEBUG] [MAG       ] EIG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:02.606661] [INFO ] [LOCAL     ] EIG: Saved forecast.
[2025-11-16T05:13:02.606779] [INFO ] [main      ] EIG: Signal=1 (Conf=90.0%), Magnitude=3.15% (Conf=50.6952%)
[2025-11-16T05:13:02.607000] [INFO ] [main      ] Fetching symbol history for PPT...
[2025-11-16T05:13:02.607055] [DEBUG] [REMOTE    ] PPT: Fetching historical data.
[2025-11-16T05:13:02.608047] [INFO ] [main      ] Progress: 52/472 forecasts completed (11.0%). EIG finished in 0.7s. ETA: 1m 16s. Rate: 333.44 forecasts/min
[2025-11-16T05:13:02.622380] [DEBUG] [REMOTE    ] PPT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:02.623388] [DEBUG] [LOCAL     ] Loaded configuration for PPT: 3 features, N/A% accuracy
[2025-11-16T05:13:02.623456] [INFO ] [LOCAL     ] PPT: Loaded 3 optimal features with 22.98% confidence from JSON config
[2025-11-16T05:13:02.623494] [DEBUG] [MAG       ] Building data for symbol: PPT with lookback: 0
[2025-11-16T05:13:02.624480] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:02.624560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:02.668179] [DEBUG] [MAG       ] KIO: Last date is validated at 2025-11-14
[2025-11-16T05:13:02.673855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:02.676582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:13:02.679819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:02.817622] [DEBUG] [MAG       ] OBDC: Last date is validated at 2025-11-14
[2025-11-16T05:13:02.822167] [DEBUG] [MAG       ] BFH: Last date is validated at 2025-11-14
[2025-11-16T05:13:02.837674] [DEBUG] [MAG       ] KIO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:02.910194] [INFO ] [LOCAL     ] KIO: Saved forecast.
[2025-11-16T05:13:02.910545] [INFO ] [main      ] KIO: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=53.9316%)
[2025-11-16T05:13:02.910852] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-11-16T05:13:02.910973] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-11-16T05:13:02.911431] [INFO ] [main      ] Progress: 53/472 forecasts completed (11.2%). KIO finished in 0.7s. ETA: 1m 16s. Rate: 329.17 forecasts/min
[2025-11-16T05:13:02.926038] [DEBUG] [REMOTE    ] AAP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:02.926968] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-11-16T05:13:02.927100] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-11-16T05:13:02.927206] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-11-16T05:13:02.928274] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:02.928415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:02.929566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:02.930759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:02.990291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:02.991590] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:02.995501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:02.997250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:03.002272] [DEBUG] [MAG       ] BFH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:03.041667] [DEBUG] [MAG       ] PPT: Last date is validated at 2025-11-14
[2025-11-16T05:13:03.069613] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2025-11-16T05:13:03.069932] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=48.7647%)
[2025-11-16T05:13:03.070469] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-11-16T05:13:03.070605] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-11-16T05:13:03.070684] [INFO ] [main      ] Progress: 54/472 forecasts completed (11.4%). OBDC finished in 0.6s. ETA: 1m 16s. Rate: 329.95 forecasts/min
[2025-11-16T05:13:03.084876] [DEBUG] [REMOTE    ] LHX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:03.085711] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-11-16T05:13:03.085835] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-11-16T05:13:03.085934] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-11-16T05:13:03.086963] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:03.087099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:03.088020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:03.089109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:03.089956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:03.090805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:03.092180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:03.131385] [INFO ] [LOCAL     ] BFH: Saved forecast.
[2025-11-16T05:13:03.131701] [INFO ] [main      ] BFH: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=48.4212%)
[2025-11-16T05:13:03.131989] [INFO ] [main      ] Fetching symbol history for REVG...
[2025-11-16T05:13:03.132322] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2025-11-16T05:13:03.132939] [INFO ] [main      ] Progress: 55/472 forecasts completed (11.7%). BFH finished in 0.7s. ETA: 1m 15s. Rate: 333.94 forecasts/min
[2025-11-16T05:13:03.147775] [DEBUG] [REMOTE    ] REVG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:03.148711] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2025-11-16T05:13:03.148783] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2025-11-16T05:13:03.148829] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2025-11-16T05:13:03.149857] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:13:03.149960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:03.155292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:03.157398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:03.158007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:03.158505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:03.159018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:03.160232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:03.161800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:13:03.162831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:03.164632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:03.167712] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:03.224954] [DEBUG] [MAG       ] PPT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:03.292147] [INFO ] [LOCAL     ] PPT: Saved forecast.
[2025-11-16T05:13:03.292451] [INFO ] [main      ] PPT: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=22.9759%)
[2025-11-16T05:13:03.292750] [INFO ] [main      ] Fetching symbol history for IGR...
[2025-11-16T05:13:03.293111] [DEBUG] [REMOTE    ] IGR: Fetching historical data.
[2025-11-16T05:13:03.293811] [INFO ] [main      ] Progress: 56/472 forecasts completed (11.9%). PPT finished in 0.7s. ETA: 1m 15s. Rate: 334.56 forecasts/min
[2025-11-16T05:13:03.307525] [DEBUG] [REMOTE    ] IGR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:03.308392] [DEBUG] [LOCAL     ] Loaded configuration for IGR: 3 features, N/A% accuracy
[2025-11-16T05:13:03.308521] [INFO ] [LOCAL     ] IGR: Loaded 3 optimal features with 49.39% confidence from JSON config
[2025-11-16T05:13:03.308634] [DEBUG] [MAG       ] Building data for symbol: IGR with lookback: 0
[2025-11-16T05:13:03.309785] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:03.310132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:03.312613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:03.313459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:03.314094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:03.363429] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-11-14
[2025-11-16T05:13:03.444546] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-11-14
[2025-11-16T05:13:03.543405] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-11-14
[2025-11-16T05:13:03.561546] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:03.620410] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:03.677568] [DEBUG] [MAG       ] IGR: Last date is validated at 2025-11-14
[2025-11-16T05:13:03.702974] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-11-16T05:13:03.703304] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=1.17% (Conf=47.8253%)
[2025-11-16T05:13:03.703565] [INFO ] [main      ] Fetching symbol history for BCS...
[2025-11-16T05:13:03.703992] [DEBUG] [REMOTE    ] BCS: Fetching historical data.
[2025-11-16T05:13:03.705338] [INFO ] [main      ] Progress: 57/472 forecasts completed (12.1%). AAP finished in 0.8s. ETA: 1m 16s. Rate: 327.13 forecasts/min
[2025-11-16T05:13:03.718537] [DEBUG] [REMOTE    ] BCS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:03.719677] [DEBUG] [LOCAL     ] Loaded configuration for BCS: 3 features, N/A% accuracy
[2025-11-16T05:13:03.719803] [INFO ] [LOCAL     ] BCS: Loaded 3 optimal features with 61.09% confidence from JSON config
[2025-11-16T05:13:03.719903] [DEBUG] [MAG       ] Building data for symbol: BCS with lookback: 0
[2025-11-16T05:13:03.720834] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:03.720968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:03.721439] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:03.726131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:03.727319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:03.729110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:03.762502] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-11-16T05:13:03.762819] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=57.9642%)
[2025-11-16T05:13:03.763102] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-11-16T05:13:03.763216] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-11-16T05:13:03.763446] [INFO ] [main      ] Progress: 58/472 forecasts completed (12.3%). LHX finished in 0.7s. ETA: 1m 15s. Rate: 331.03 forecasts/min
[2025-11-16T05:13:03.778595] [DEBUG] [REMOTE    ] TNL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:03.779202] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-11-16T05:13:03.779267] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-11-16T05:13:03.779332] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-11-16T05:13:03.780285] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:03.780387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:03.785582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:03.786558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:03.848574] [DEBUG] [MAG       ] IGR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:03.856329] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2025-11-16T05:13:03.856686] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=46.1566%)
[2025-11-16T05:13:03.857328] [INFO ] [main      ] Fetching symbol history for TSE...
[2025-11-16T05:13:03.857461] [DEBUG] [REMOTE    ] TSE: Fetching historical data.
[2025-11-16T05:13:03.857763] [INFO ] [main      ] Progress: 59/472 forecasts completed (12.5%). REVG finished in 0.7s. ETA: 1m 14s. Rate: 333.75 forecasts/min
[2025-11-16T05:13:03.871816] [DEBUG] [REMOTE    ] TSE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:03.872532] [DEBUG] [LOCAL     ] Loaded configuration for TSE: 2 features, N/A% accuracy
[2025-11-16T05:13:03.872587] [INFO ] [LOCAL     ] TSE: Loaded 2 optimal features with 58.30% confidence from JSON config
[2025-11-16T05:13:03.872624] [DEBUG] [MAG       ] Building data for symbol: TSE with lookback: 0
[2025-11-16T05:13:03.873676] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:03.873889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:03.875839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:03.876528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:03.910517] [INFO ] [LOCAL     ] IGR: Saved forecast.
[2025-11-16T05:13:03.910662] [INFO ] [main      ] IGR: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=49.391%)
[2025-11-16T05:13:03.910938] [INFO ] [main      ] Fetching symbol history for PRM...
[2025-11-16T05:13:03.911015] [DEBUG] [REMOTE    ] PRM: Fetching historical data.
[2025-11-16T05:13:03.912135] [INFO ] [main      ] Progress: 60/472 forecasts completed (12.7%). IGR finished in 0.6s. ETA: 1m 13s. Rate: 337.67 forecasts/min
[2025-11-16T05:13:03.925524] [DEBUG] [REMOTE    ] PRM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:03.926357] [DEBUG] [LOCAL     ] Loaded configuration for PRM: 7 features, N/A% accuracy
[2025-11-16T05:13:03.926482] [INFO ] [LOCAL     ] PRM: Loaded 7 optimal features with 52.39% confidence from JSON config
[2025-11-16T05:13:03.926600] [DEBUG] [MAG       ] Building data for symbol: PRM with lookback: 0
[2025-11-16T05:13:03.927598] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:03.927759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:03.932836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:03.934820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:03.935400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:03.935954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:03.936478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:03.938269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:03.939902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:04.067444] [DEBUG] [MAG       ] BCS: Last date is validated at 2025-11-14
[2025-11-16T05:13:04.136856] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-11-14
[2025-11-16T05:13:04.236999] [DEBUG] [MAG       ] TSE: Last date is validated at 2025-11-14
[2025-11-16T05:13:04.248814] [DEBUG] [MAG       ] BCS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:04.293274] [DEBUG] [MAG       ] PRM: Last date is validated at 2025-11-14
[2025-11-16T05:13:04.311750] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:04.324985] [INFO ] [LOCAL     ] BCS: Saved forecast.
[2025-11-16T05:13:04.325257] [INFO ] [main      ] BCS: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=61.0931%)
[2025-11-16T05:13:04.325714] [INFO ] [main      ] Fetching symbol history for PARR...
[2025-11-16T05:13:04.325836] [DEBUG] [REMOTE    ] PARR: Fetching historical data.
[2025-11-16T05:13:04.325771] [INFO ] [main      ] Progress: 61/472 forecasts completed (12.9%). BCS finished in 0.6s. ETA: 1m 15s. Rate: 330.48 forecasts/min
[2025-11-16T05:13:04.338786] [DEBUG] [REMOTE    ] PARR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:04.339686] [DEBUG] [LOCAL     ] Loaded configuration for PARR: 4 features, N/A% accuracy
[2025-11-16T05:13:04.339808] [INFO ] [LOCAL     ] PARR: Loaded 4 optimal features with 64.50% confidence from JSON config
[2025-11-16T05:13:04.339905] [DEBUG] [MAG       ] Building data for symbol: PARR with lookback: 0
[2025-11-16T05:13:04.341162] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:04.341294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:04.346562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:04.394224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:04.395590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:04.397605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:04.433900] [DEBUG] [MAG       ] TSE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:04.434629] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-11-16T05:13:04.434923] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=60.697%)
[2025-11-16T05:13:04.435521] [INFO ] [main      ] Fetching symbol history for VSTS...
[2025-11-16T05:13:04.435665] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2025-11-16T05:13:04.435760] [INFO ] [main      ] Progress: 62/472 forecasts completed (13.1%). TNL finished in 0.7s. ETA: 1m 14s. Rate: 332.59 forecasts/min
[2025-11-16T05:13:04.451071] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:04.451955] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2025-11-16T05:13:04.452087] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2025-11-16T05:13:04.452195] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2025-11-16T05:13:04.453352] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:04.453502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:04.459090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:04.460231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:04.462608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:04.463365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:04.464762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:04.467225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:13:04.470794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:04.514839] [INFO ] [LOCAL     ] TSE: Saved forecast.
[2025-11-16T05:13:04.515199] [INFO ] [main      ] TSE: Signal=1 (Conf=90.0%), Magnitude=11.34% (Conf=58.3041%)
[2025-11-16T05:13:04.515461] [INFO ] [main      ] Fetching symbol history for OLN...
[2025-11-16T05:13:04.515890] [DEBUG] [REMOTE    ] OLN: Fetching historical data.
[2025-11-16T05:13:04.517326] [INFO ] [main      ] Progress: 63/472 forecasts completed (13.3%). TSE finished in 0.7s. ETA: 1m 13s. Rate: 335.51 forecasts/min
[2025-11-16T05:13:04.524138] [DEBUG] [MAG       ] PRM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:04.532626] [DEBUG] [REMOTE    ] OLN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:04.533595] [DEBUG] [LOCAL     ] Loaded configuration for OLN: 7 features, N/A% accuracy
[2025-11-16T05:13:04.533770] [INFO ] [LOCAL     ] OLN: Loaded 7 optimal features with 63.29% confidence from JSON config
[2025-11-16T05:13:04.533888] [DEBUG] [MAG       ] Building data for symbol: OLN with lookback: 0
[2025-11-16T05:13:04.535097] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:04.535274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:04.541823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:04.544674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:04.545355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:04.545979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:04.547161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:04.550223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:04.599728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:04.647207] [INFO ] [LOCAL     ] PRM: Saved forecast.
[2025-11-16T05:13:04.647569] [INFO ] [main      ] PRM: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=52.3889%)
[2025-11-16T05:13:04.647982] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-11-16T05:13:04.648555] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-11-16T05:13:04.650757] [INFO ] [main      ] Progress: 64/472 forecasts completed (13.6%). PRM finished in 0.7s. ETA: 1m 13s. Rate: 336.85 forecasts/min
[2025-11-16T05:13:04.664302] [DEBUG] [REMOTE    ] BFK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:04.665169] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-11-16T05:13:04.665239] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-11-16T05:13:04.665279] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-11-16T05:13:04.666409] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:04.666530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:04.667503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:04.669556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:04.670552] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:04.777430] [DEBUG] [MAG       ] PARR: Last date is validated at 2025-11-14
[2025-11-16T05:13:04.969639] [DEBUG] [MAG       ] VSTS: Last date is validated at 2025-11-14
[2025-11-16T05:13:05.018130] [DEBUG] [MAG       ] PARR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:05.089059] [DEBUG] [MAG       ] OLN: Last date is validated at 2025-11-14
[2025-11-16T05:13:05.158387] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-11-14
[2025-11-16T05:13:05.170964] [INFO ] [LOCAL     ] PARR: Saved forecast.
[2025-11-16T05:13:05.171281] [INFO ] [main      ] PARR: Signal=1 (Conf=90.0%), Magnitude=0.94% (Conf=64.5044%)
[2025-11-16T05:13:05.171831] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-11-16T05:13:05.171970] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-11-16T05:13:05.172772] [INFO ] [main      ] Progress: 65/472 forecasts completed (13.8%). PARR finished in 0.8s. ETA: 1m 15s. Rate: 327.13 forecasts/min
[2025-11-16T05:13:05.189662] [DEBUG] [REMOTE    ] MBC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:05.190963] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-11-16T05:13:05.191075] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-11-16T05:13:05.191232] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-11-16T05:13:05.191701] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:05.192982] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:05.193211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:05.194498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:13:05.202504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:05.302388] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2025-11-16T05:13:05.302502] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=-3.78% (Conf=54.9689%)
[2025-11-16T05:13:05.302734] [INFO ] [main      ] Fetching symbol history for GWW...
[2025-11-16T05:13:05.302807] [DEBUG] [REMOTE    ] GWW: Fetching historical data.
[2025-11-16T05:13:05.303938] [INFO ] [main      ] Progress: 66/472 forecasts completed (14.0%). VSTS finished in 0.9s. ETA: 1m 14s. Rate: 328.55 forecasts/min
[2025-11-16T05:13:05.318216] [DEBUG] [REMOTE    ] GWW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:05.319132] [DEBUG] [LOCAL     ] Loaded configuration for GWW: 3 features, N/A% accuracy
[2025-11-16T05:13:05.319199] [INFO ] [LOCAL     ] GWW: Loaded 3 optimal features with 50.02% confidence from JSON config
[2025-11-16T05:13:05.319237] [DEBUG] [MAG       ] Building data for symbol: GWW with lookback: 0
[2025-11-16T05:13:05.320296] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:05.320388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:05.325985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:05.327227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:13:05.328485] [DEBUG] [MAG       ] OLN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:05.329009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:05.383819] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:05.446116] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-11-16T05:13:05.446221] [INFO ] [main      ] BFK: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=46.1078%)
[2025-11-16T05:13:05.446658] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-11-16T05:13:05.446724] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-11-16T05:13:05.446767] [INFO ] [main      ] Progress: 67/472 forecasts completed (14.2%). BFK finished in 0.8s. ETA: 1m 14s. Rate: 329.62 forecasts/min
[2025-11-16T05:13:05.459681] [DEBUG] [REMOTE    ] JHX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:05.460313] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-11-16T05:13:05.460367] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-11-16T05:13:05.460404] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-11-16T05:13:05.461233] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:05.461309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:05.461905] [INFO ] [LOCAL     ] OLN: Saved forecast.
[2025-11-16T05:13:05.462156] [INFO ] [main      ] OLN: Signal=1 (Conf=90.0%), Magnitude=-4.17% (Conf=63.2857%)
[2025-11-16T05:13:05.462220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:05.462954] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-11-16T05:13:05.463047] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-11-16T05:13:05.463305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:05.463784] [INFO ] [main      ] Progress: 68/472 forecasts completed (14.4%). OLN finished in 0.9s. ETA: 1m 13s. Rate: 334.07 forecasts/min
[2025-11-16T05:13:05.483117] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:05.484202] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-11-16T05:13:05.484392] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-11-16T05:13:05.484548] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-11-16T05:13:05.486048] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:05.486240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:05.589406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:05.591712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:05.596007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:13:05.599241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:13:05.604092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:13:05.605187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:05.657017] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-11-14
[2025-11-16T05:13:05.809460] [DEBUG] [MAG       ] GWW: Last date is validated at 2025-11-14
[2025-11-16T05:13:05.812496] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-11-14
[2025-11-16T05:13:05.852329] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:05.933942] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-11-16T05:13:05.934235] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-4.11% (Conf=59.3782%)
[2025-11-16T05:13:05.934476] [INFO ] [main      ] Fetching symbol history for SF...
[2025-11-16T05:13:05.934846] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2025-11-16T05:13:05.935742] [INFO ] [main      ] Progress: 69/472 forecasts completed (14.6%). MBC finished in 0.8s. ETA: 1m 14s. Rate: 326.37 forecasts/min
[2025-11-16T05:13:05.947931] [DEBUG] [REMOTE    ] SF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:05.948697] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2025-11-16T05:13:05.948845] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2025-11-16T05:13:05.948957] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2025-11-16T05:13:05.949881] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:05.950020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:05.955290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:05.979193] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-11-14
[2025-11-16T05:13:05.980930] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:05.986277] [DEBUG] [MAG       ] GWW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:06.002986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:06.005344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:06.006071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:06.007326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:06.009131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:06.010338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:13:06.011162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:13:06.014187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:06.090047] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-11-16T05:13:06.090186] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=5.50% (Conf=49.3991%)
[2025-11-16T05:13:06.090366] [INFO ] [main      ] Fetching symbol history for DGX...
[2025-11-16T05:13:06.090622] [DEBUG] [REMOTE    ] DGX: Fetching historical data.
[2025-11-16T05:13:06.091563] [INFO ] [main      ] Progress: 70/472 forecasts completed (14.8%). JHX finished in 0.6s. ETA: 1m 14s. Rate: 327.09 forecasts/min
[2025-11-16T05:13:06.103797] [DEBUG] [REMOTE    ] DGX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:06.104449] [DEBUG] [LOCAL     ] Loaded configuration for DGX: 6 features, N/A% accuracy
[2025-11-16T05:13:06.104574] [INFO ] [LOCAL     ] DGX: Loaded 6 optimal features with 49.68% confidence from JSON config
[2025-11-16T05:13:06.104696] [DEBUG] [MAG       ] Building data for symbol: DGX with lookback: 0
[2025-11-16T05:13:06.105577] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:06.105737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:06.107538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:06.108184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:06.109291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:06.111412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:13:06.113215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:13:06.114755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:06.160446] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:06.180006] [INFO ] [LOCAL     ] GWW: Saved forecast.
[2025-11-16T05:13:06.180319] [INFO ] [main      ] GWW: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=50.0244%)
[2025-11-16T05:13:06.180802] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-11-16T05:13:06.180929] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-11-16T05:13:06.181728] [INFO ] [main      ] Progress: 71/472 forecasts completed (15.0%). GWW finished in 0.9s. ETA: 1m 13s. Rate: 329.45 forecasts/min
[2025-11-16T05:13:06.195209] [DEBUG] [REMOTE    ] JKS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:06.196041] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-11-16T05:13:06.196177] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-11-16T05:13:06.196288] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-11-16T05:13:06.197395] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:06.197532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:06.203261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:06.204505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:06.207573] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:06.211104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:13:06.213005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:13:06.214926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:06.234669] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-11-16T05:13:06.234975] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=69.7114%)
[2025-11-16T05:13:06.235202] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-11-16T05:13:06.235364] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-11-16T05:13:06.236472] [INFO ] [main      ] Progress: 72/472 forecasts completed (15.3%). BEPI finished in 0.8s. ETA: 1m 12s. Rate: 332.68 forecasts/min
[2025-11-16T05:13:06.249688] [DEBUG] [REMOTE    ] RMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:06.250796] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-11-16T05:13:06.250870] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-11-16T05:13:06.250994] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-11-16T05:13:06.252005] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:06.252092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:06.253263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:13:06.254776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:06.256987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:06.257726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:06.259328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:06.261990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:06.356185] [DEBUG] [MAG       ] SF: Last date is validated at 2025-11-14
[2025-11-16T05:13:06.452326] [DEBUG] [MAG       ] DGX: Last date is validated at 2025-11-14
[2025-11-16T05:13:06.524919] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:06.581745] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-11-14
[2025-11-16T05:13:06.622102] [DEBUG] [MAG       ] DGX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:06.629483] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-11-14
[2025-11-16T05:13:06.665332] [INFO ] [LOCAL     ] SF: Saved forecast.
[2025-11-16T05:13:06.665633] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=56.2098%)
[2025-11-16T05:13:06.665905] [INFO ] [main      ] Fetching symbol history for BIRK...
[2025-11-16T05:13:06.666027] [DEBUG] [REMOTE    ] BIRK: Fetching historical data.
[2025-11-16T05:13:06.667133] [INFO ] [main      ] Progress: 73/472 forecasts completed (15.5%). SF finished in 0.7s. ETA: 1m 13s. Rate: 326.47 forecasts/min
[2025-11-16T05:13:06.680969] [DEBUG] [REMOTE    ] BIRK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:06.682087] [DEBUG] [LOCAL     ] Loaded configuration for BIRK: 8 features, N/A% accuracy
[2025-11-16T05:13:06.682164] [INFO ] [LOCAL     ] BIRK: Loaded 8 optimal features with 46.93% confidence from JSON config
[2025-11-16T05:13:06.682271] [DEBUG] [MAG       ] Building data for symbol: BIRK with lookback: 0
[2025-11-16T05:13:06.683321] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:06.683412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:06.685405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:06.686188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:06.686740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:06.687256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:06.752724] [INFO ] [LOCAL     ] DGX: Saved forecast.
[2025-11-16T05:13:06.753046] [INFO ] [main      ] DGX: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=49.6792%)
[2025-11-16T05:13:06.753536] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-11-16T05:13:06.753690] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-11-16T05:13:06.753775] [INFO ] [main      ] Progress: 74/472 forecasts completed (15.7%). DGX finished in 0.7s. ETA: 1m 13s. Rate: 328.82 forecasts/min
[2025-11-16T05:13:06.763921] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:06.766442] [DEBUG] [REMOTE    ] INVH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:06.767324] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-11-16T05:13:06.767409] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-11-16T05:13:06.767464] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-11-16T05:13:06.768357] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:06.768453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:06.770298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:06.770911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:06.771376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:06.773903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:06.803756] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:06.820419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:06.823910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:06.870902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:06.872108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:06.873020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:06.884727] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-11-16T05:13:06.884836] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=-4.84% (Conf=57.1141%)
[2025-11-16T05:13:06.885014] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-11-16T05:13:06.885067] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-11-16T05:13:06.886200] [INFO ] [main      ] Progress: 75/472 forecasts completed (15.9%). JKS finished in 0.7s. ETA: 1m 12s. Rate: 330.03 forecasts/min
[2025-11-16T05:13:06.899076] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:06.899884] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-11-16T05:13:06.900010] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-11-16T05:13:06.900114] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-11-16T05:13:06.901067] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:06.901203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:06.906467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:06.908682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:06.909238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:06.909708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:06.939368] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-11-16T05:13:06.939490] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=51.9606%)
[2025-11-16T05:13:06.939726] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-11-16T05:13:06.939968] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-11-16T05:13:06.941124] [INFO ] [main      ] Progress: 76/472 forecasts completed (16.1%). RMI finished in 0.7s. ETA: 1m 11s. Rate: 333.08 forecasts/min
[2025-11-16T05:13:06.954719] [DEBUG] [REMOTE    ] HMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:06.955838] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-11-16T05:13:06.955972] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-11-16T05:13:06.956081] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-11-16T05:13:06.957173] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:06.957322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:06.960017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:06.963155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:06.964717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:06.965905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:06.973277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:06.974537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:07.077183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:07.164572] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-11-14
[2025-11-16T05:13:07.235499] [DEBUG] [MAG       ] BIRK: Last date is validated at 2025-11-14
[2025-11-16T05:13:07.333823] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:07.333739] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-11-14
[2025-11-16T05:13:07.413922] [DEBUG] [MAG       ] BIRK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:07.417904] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-11-16T05:13:07.418202] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=2.24% (Conf=49.4506%)
[2025-11-16T05:13:07.418665] [INFO ] [main      ] Fetching symbol history for OWLT...
[2025-11-16T05:13:07.418791] [DEBUG] [REMOTE    ] OWLT: Fetching historical data.
[2025-11-16T05:13:07.418777] [INFO ] [main      ] Progress: 77/472 forecasts completed (16.3%). INVH finished in 0.7s. ETA: 1m 13s. Rate: 326.09 forecasts/min
[2025-11-16T05:13:07.430688] [DEBUG] [REMOTE    ] OWLT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:07.431522] [DEBUG] [LOCAL     ] Loaded configuration for OWLT: 1 features, N/A% accuracy
[2025-11-16T05:13:07.431608] [INFO ] [LOCAL     ] OWLT: Loaded 1 optimal features with 60.01% confidence from JSON config
[2025-11-16T05:13:07.431677] [DEBUG] [MAG       ] Building data for symbol: OWLT with lookback: 0
[2025-11-16T05:13:07.432511] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:07.432591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:07.433676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:07.437757] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-11-14
[2025-11-16T05:13:07.542793] [INFO ] [LOCAL     ] BIRK: Saved forecast.
[2025-11-16T05:13:07.542938] [INFO ] [main      ] BIRK: Signal=1 (Conf=90.0%), Magnitude=-5.58% (Conf=46.9259%)
[2025-11-16T05:13:07.543209] [INFO ] [main      ] Fetching symbol history for MDT...
[2025-11-16T05:13:07.543282] [DEBUG] [REMOTE    ] MDT: Fetching historical data.
[2025-11-16T05:13:07.544805] [INFO ] [main      ] Progress: 78/472 forecasts completed (16.5%). BIRK finished in 0.9s. ETA: 1m 12s. Rate: 327.41 forecasts/min
[2025-11-16T05:13:07.559290] [DEBUG] [REMOTE    ] MDT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:07.560206] [DEBUG] [LOCAL     ] Loaded configuration for MDT: 9 features, N/A% accuracy
[2025-11-16T05:13:07.560270] [INFO ] [LOCAL     ] MDT: Loaded 9 optimal features with 56.64% confidence from JSON config
[2025-11-16T05:13:07.560307] [DEBUG] [MAG       ] Building data for symbol: MDT with lookback: 0
[2025-11-16T05:13:07.561392] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:07.561473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:07.567103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:07.569098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:07.569636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:07.570113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:07.571064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:07.573727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:07.621439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:07.622894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:07.623675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:07.625988] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:07.661076] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:07.713060] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-11-16T05:13:07.713300] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=48.3251%)
[2025-11-16T05:13:07.713512] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-11-16T05:13:07.713569] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-11-16T05:13:07.714178] [INFO ] [main      ] Progress: 79/472 forecasts completed (16.7%). TSLX finished in 0.8s. ETA: 1m 12s. Rate: 327.73 forecasts/min
[2025-11-16T05:13:07.728754] [DEBUG] [REMOTE    ] LEA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:07.729767] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-11-16T05:13:07.729982] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-11-16T05:13:07.730091] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-11-16T05:13:07.731089] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:07.731226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:07.732473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:07.734091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:07.737828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:13:07.738919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:13:07.740604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:07.763127] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-11-16T05:13:07.763428] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-3.30% (Conf=56.8453%)
[2025-11-16T05:13:07.763721] [INFO ] [main      ] Fetching symbol history for BLD...
[2025-11-16T05:13:07.763955] [INFO ] [main      ] Progress: 80/472 forecasts completed (16.9%). HMC finished in 0.8s. ETA: 1m 11s. Rate: 330.74 forecasts/min
[2025-11-16T05:13:07.764150] [DEBUG] [REMOTE    ] BLD: Fetching historical data.
[2025-11-16T05:13:07.778333] [DEBUG] [REMOTE    ] BLD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:07.779351] [DEBUG] [LOCAL     ] Loaded configuration for BLD: 10 features, N/A% accuracy
[2025-11-16T05:13:07.779481] [INFO ] [LOCAL     ] BLD: Loaded 10 optimal features with 65.00% confidence from JSON config
[2025-11-16T05:13:07.779587] [DEBUG] [MAG       ] Building data for symbol: BLD with lookback: 0
[2025-11-16T05:13:07.780556] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:13:07.780721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:07.782630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:07.783264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:07.783832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:07.784321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:07.785370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:07.786111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:07.787255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:07.789125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:07.790282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:13:07.791086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:07.793114] [DEBUG] [MAG       ] OWLT: Last date is validated at 2025-11-14
[2025-11-16T05:13:07.957973] [DEBUG] [MAG       ] OWLT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:07.993000] [DEBUG] [MAG       ] MDT: Last date is validated at 2025-11-14
[2025-11-16T05:13:08.028180] [INFO ] [LOCAL     ] OWLT: Saved forecast.
[2025-11-16T05:13:08.028479] [INFO ] [main      ] OWLT: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=60.0071%)
[2025-11-16T05:13:08.028953] [INFO ] [main      ] Fetching symbol history for CLDT...
[2025-11-16T05:13:08.029081] [DEBUG] [REMOTE    ] CLDT: Fetching historical data.
[2025-11-16T05:13:08.029762] [INFO ] [main      ] Progress: 81/472 forecasts completed (17.2%). OWLT finished in 0.6s. ETA: 1m 11s. Rate: 328.85 forecasts/min
[2025-11-16T05:13:08.041671] [DEBUG] [REMOTE    ] CLDT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:08.042401] [DEBUG] [LOCAL     ] Loaded configuration for CLDT: 11 features, N/A% accuracy
[2025-11-16T05:13:08.042528] [INFO ] [LOCAL     ] CLDT: Loaded 11 optimal features with 58.27% confidence from JSON config
[2025-11-16T05:13:08.042655] [DEBUG] [MAG       ] Building data for symbol: CLDT with lookback: 0
[2025-11-16T05:13:08.043514] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:13:08.043687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:08.044725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:08.045870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:08.047535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:08.048265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:08.050065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:08.050617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:08.051719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:08.053369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:08.054452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:13:08.055168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:13:08.056567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:08.084941] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-11-14
[2025-11-16T05:13:08.134242] [DEBUG] [MAG       ] BLD: Last date is validated at 2025-11-14
[2025-11-16T05:13:08.171929] [DEBUG] [MAG       ] MDT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:08.250982] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:08.310872] [INFO ] [LOCAL     ] MDT: Saved forecast.
[2025-11-16T05:13:08.311172] [INFO ] [main      ] MDT: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=56.6434%)
[2025-11-16T05:13:08.311454] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-11-16T05:13:08.311867] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-11-16T05:13:08.312763] [INFO ] [main      ] Progress: 82/472 forecasts completed (17.4%). MDT finished in 0.8s. ETA: 1m 12s. Rate: 326.65 forecasts/min
[2025-11-16T05:13:08.312589] [DEBUG] [MAG       ] BLD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:08.325999] [DEBUG] [REMOTE    ] KFY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:08.326931] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-11-16T05:13:08.327057] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-11-16T05:13:08.327113] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-11-16T05:13:08.328119] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:08.328257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:08.330128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:08.330826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:08.331321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:08.334484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:13:08.336815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:08.373385] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-11-16T05:13:08.373689] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=37.2419%)
[2025-11-16T05:13:08.373925] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-11-16T05:13:08.374312] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-11-16T05:13:08.374427] [INFO ] [main      ] Progress: 83/472 forecasts completed (17.6%). LEA finished in 0.7s. ETA: 1m 11s. Rate: 329.29 forecasts/min
[2025-11-16T05:13:08.387034] [DEBUG] [REMOTE    ] MCK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:08.387699] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-11-16T05:13:08.387914] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-11-16T05:13:08.388012] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-11-16T05:13:08.388915] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:08.389046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:08.393967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:08.394903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:08.396793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:08.397555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:08.398946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:08.408747] [DEBUG] [MAG       ] CLDT: Last date is validated at 2025-11-14
[2025-11-16T05:13:08.500172] [INFO ] [LOCAL     ] BLD: Saved forecast.
[2025-11-16T05:13:08.500525] [INFO ] [main      ] BLD: Signal=1 (Conf=90.0%), Magnitude=-3.02% (Conf=64.9987%)
[2025-11-16T05:13:08.500842] [INFO ] [main      ] Fetching symbol history for KWR...
[2025-11-16T05:13:08.501174] [DEBUG] [REMOTE    ] KWR: Fetching historical data.
[2025-11-16T05:13:08.502342] [INFO ] [main      ] Progress: 84/472 forecasts completed (17.8%). BLD finished in 0.7s. ETA: 1m 10s. Rate: 330.46 forecasts/min
[2025-11-16T05:13:08.517355] [DEBUG] [REMOTE    ] KWR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:08.518300] [DEBUG] [LOCAL     ] Loaded configuration for KWR: 11 features, N/A% accuracy
[2025-11-16T05:13:08.518435] [INFO ] [LOCAL     ] KWR: Loaded 11 optimal features with 52.21% confidence from JSON config
[2025-11-16T05:13:08.518548] [DEBUG] [MAG       ] Building data for symbol: KWR with lookback: 0
[2025-11-16T05:13:08.519574] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:13:08.519743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:08.525202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:08.527680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:08.528469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:08.529077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:08.623623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:08.625053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:08.630167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:08.652474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:13:08.654458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:13:08.655381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:08.656736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:08.665861] [DEBUG] [MAG       ] CLDT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:08.692872] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-11-14
[2025-11-16T05:13:08.734868] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-11-14
[2025-11-16T05:13:08.742215] [INFO ] [LOCAL     ] CLDT: Saved forecast.
[2025-11-16T05:13:08.742504] [INFO ] [main      ] CLDT: Signal=1 (Conf=90.0%), Magnitude=2.42% (Conf=58.2685%)
[2025-11-16T05:13:08.742943] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-11-16T05:13:08.743069] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-11-16T05:13:08.743775] [INFO ] [main      ] Progress: 85/472 forecasts completed (18.0%). CLDT finished in 0.7s. ETA: 1m 11s. Rate: 329.18 forecasts/min
[2025-11-16T05:13:08.755457] [DEBUG] [REMOTE    ] TROX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:08.756405] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-11-16T05:13:08.756550] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-11-16T05:13:08.756675] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-11-16T05:13:08.757538] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:08.757696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:08.759421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:08.760514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:08.816792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:08.875342] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:08.901536] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:08.986406] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-11-16T05:13:08.986733] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=3.32% (Conf=55.4778%)
[2025-11-16T05:13:08.987370] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-11-16T05:13:08.987490] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-11-16T05:13:08.987768] [INFO ] [main      ] Progress: 86/472 forecasts completed (18.2%). KFY finished in 0.7s. ETA: 1m 11s. Rate: 327.89 forecasts/min
[2025-11-16T05:13:09.001549] [DEBUG] [REMOTE    ] SREA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:09.002486] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-11-16T05:13:09.002615] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-11-16T05:13:09.002751] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-11-16T05:13:09.003805] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:09.003942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:09.009370] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:09.018954] [DEBUG] [MAG       ] KWR: Last date is validated at 2025-11-14
[2025-11-16T05:13:09.090072] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-11-16T05:13:09.090330] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=50.1135%)
[2025-11-16T05:13:09.090791] [INFO ] [main      ] Fetching symbol history for VET...
[2025-11-16T05:13:09.090907] [DEBUG] [REMOTE    ] VET: Fetching historical data.
[2025-11-16T05:13:09.092759] [INFO ] [main      ] Progress: 87/472 forecasts completed (18.4%). MCK finished in 0.7s. ETA: 1m 10s. Rate: 329.51 forecasts/min
[2025-11-16T05:13:09.103227] [DEBUG] [REMOTE    ] VET: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:09.104124] [DEBUG] [LOCAL     ] Loaded configuration for VET: 3 features, N/A% accuracy
[2025-11-16T05:13:09.104240] [INFO ] [LOCAL     ] VET: Loaded 3 optimal features with 58.63% confidence from JSON config
[2025-11-16T05:13:09.104337] [DEBUG] [MAG       ] Building data for symbol: VET with lookback: 0
[2025-11-16T05:13:09.105250] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:09.105380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:09.110276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:09.150579] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-11-14
[2025-11-16T05:13:09.171257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:13:09.173695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:09.200201] [DEBUG] [MAG       ] KWR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:09.317050] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:09.362429] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-11-14
[2025-11-16T05:13:09.367067] [INFO ] [LOCAL     ] KWR: Saved forecast.
[2025-11-16T05:13:09.367353] [INFO ] [main      ] KWR: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=52.2112%)
[2025-11-16T05:13:09.367862] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-11-16T05:13:09.368203] [INFO ] [main      ] Progress: 88/472 forecasts completed (18.6%). KWR finished in 0.9s. ETA: 1m 10s. Rate: 327.60 forecasts/min
[2025-11-16T05:13:09.368083] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-11-16T05:13:09.382286] [DEBUG] [REMOTE    ] NEM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:09.383140] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-11-16T05:13:09.383272] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-11-16T05:13:09.383381] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-11-16T05:13:09.384354] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:09.384497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:09.386360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:09.387059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:09.387547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:09.388404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:09.389153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:13:09.390827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:13:09.392300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:13:09.393581] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:09.394383] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-11-16T05:13:09.394718] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=52.6574%)
[2025-11-16T05:13:09.395213] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-11-16T05:13:09.395342] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-11-16T05:13:09.395750] [INFO ] [main      ] Progress: 89/472 forecasts completed (18.9%). TROX finished in 0.7s. ETA: 1m 9s. Rate: 330.76 forecasts/min
[2025-11-16T05:13:09.408222] [DEBUG] [REMOTE    ] BLK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:09.408898] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-11-16T05:13:09.408985] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-11-16T05:13:09.409034] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-11-16T05:13:09.409885] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:09.409975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:09.414862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:09.524039] [DEBUG] [MAG       ] VET: Last date is validated at 2025-11-14
[2025-11-16T05:13:09.537177] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:09.606757] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-11-16T05:13:09.607106] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=48.6559%)
[2025-11-16T05:13:09.607795] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-11-16T05:13:09.607817] [INFO ] [main      ] Progress: 90/472 forecasts completed (19.1%). SREA finished in 0.6s. ETA: 1m 9s. Rate: 330.14 forecasts/min
[2025-11-16T05:13:09.607964] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-11-16T05:13:09.622269] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:09.623294] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-11-16T05:13:09.623360] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-11-16T05:13:09.623396] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-11-16T05:13:09.624343] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:09.624426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:09.629536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:09.631465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:09.678325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:09.679969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:09.683270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:09.685482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:09.687099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:09.704984] [DEBUG] [MAG       ] VET: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:09.745914] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-11-14
[2025-11-16T05:13:09.749698] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-11-14
[2025-11-16T05:13:09.781679] [INFO ] [LOCAL     ] VET: Saved forecast.
[2025-11-16T05:13:09.781974] [INFO ] [main      ] VET: Signal=1 (Conf=90.0%), Magnitude=3.19% (Conf=58.6278%)
[2025-11-16T05:13:09.782265] [INFO ] [main      ] Fetching symbol history for PKX...
[2025-11-16T05:13:09.782381] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2025-11-16T05:13:09.783480] [INFO ] [main      ] Progress: 91/472 forecasts completed (19.3%). VET finished in 0.7s. ETA: 1m 9s. Rate: 330.26 forecasts/min
[2025-11-16T05:13:09.797590] [DEBUG] [REMOTE    ] PKX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:09.798490] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2025-11-16T05:13:09.798622] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2025-11-16T05:13:09.798702] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2025-11-16T05:13:09.799928] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:09.800083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:09.849634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:09.851756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:13:09.853355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:09.912805] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:09.932052] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:10.037403] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-11-14
[2025-11-16T05:13:10.078220] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-11-16T05:13:10.078558] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=60.7726%)
[2025-11-16T05:13:10.078930] [INFO ] [main      ] Fetching symbol history for SBI...
[2025-11-16T05:13:10.079105] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2025-11-16T05:13:10.080364] [INFO ] [main      ] Progress: 92/472 forecasts completed (19.5%). NEM finished in 0.7s. ETA: 1m 10s. Rate: 328.00 forecasts/min
[2025-11-16T05:13:10.094036] [DEBUG] [REMOTE    ] SBI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:10.095169] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2025-11-16T05:13:10.095303] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2025-11-16T05:13:10.095414] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2025-11-16T05:13:10.096565] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-11-16T05:13:10.096752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:10.102477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:10.103782] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-11-16T05:13:10.104282] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=57.9848%)
[2025-11-16T05:13:10.104811] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-11-16T05:13:10.104942] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-11-16T05:13:10.105005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:10.105743] [INFO ] [main      ] Progress: 93/472 forecasts completed (19.7%). BLK finished in 0.7s. ETA: 1m 9s. Rate: 331.06 forecasts/min
[2025-11-16T05:13:10.106070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:10.107111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:10.108509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:10.109403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:10.110539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:10.113367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:10.118380] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:10.119231] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-11-16T05:13:10.119360] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-11-16T05:13:10.119414] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-11-16T05:13:10.120302] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:10.120446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:10.125351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:10.127264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:10.127867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:10.128351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:10.129358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:10.130404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:10.208561] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:10.213903] [DEBUG] [MAG       ] PKX: Last date is validated at 2025-11-14
[2025-11-16T05:13:10.214954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:10.216429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:13:10.219065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:10.249215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:10.251862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:10.291963] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-11-16T05:13:10.292267] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=55.7169%)
[2025-11-16T05:13:10.292948] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-11-16T05:13:10.293068] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-11-16T05:13:10.293770] [INFO ] [main      ] Progress: 94/472 forecasts completed (19.9%). ARCO finished in 0.7s. ETA: 1m 9s. Rate: 330.93 forecasts/min
[2025-11-16T05:13:10.299253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:10.300784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:10.307104] [DEBUG] [REMOTE    ] MGA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:10.308085] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-11-16T05:13:10.308149] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-11-16T05:13:10.308186] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-11-16T05:13:10.309195] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:10.309272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:10.360328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:10.361619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:10.363208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:10.370061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:10.373950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:13:10.375695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:13:10.377248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:10.390818] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:10.455914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:10.509018] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2025-11-16T05:13:10.509137] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=48.5815%)
[2025-11-16T05:13:10.509660] [INFO ] [main      ] Fetching symbol history for HWM...
[2025-11-16T05:13:10.509733] [DEBUG] [REMOTE    ] HWM: Fetching historical data.
[2025-11-16T05:13:10.509774] [INFO ] [main      ] Progress: 95/472 forecasts completed (20.1%). PKX finished in 0.7s. ETA: 1m 8s. Rate: 330.27 forecasts/min
[2025-11-16T05:13:10.524199] [DEBUG] [REMOTE    ] HWM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:10.525130] [DEBUG] [LOCAL     ] Loaded configuration for HWM: 2 features, N/A% accuracy
[2025-11-16T05:13:10.525196] [INFO ] [LOCAL     ] HWM: Loaded 2 optimal features with 48.20% confidence from JSON config
[2025-11-16T05:13:10.525236] [DEBUG] [MAG       ] Building data for symbol: HWM with lookback: 0
[2025-11-16T05:13:10.526180] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:10.526259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:10.527412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:10.530558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:10.559576] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-11-14
[2025-11-16T05:13:10.728233] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:10.747486] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-11-14
[2025-11-16T05:13:10.809934] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-11-16T05:13:10.810335] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=55.0169%)
[2025-11-16T05:13:10.810939] [INFO ] [main      ] Fetching symbol history for NXC...
[2025-11-16T05:13:10.811094] [DEBUG] [REMOTE    ] NXC: Fetching historical data.
[2025-11-16T05:13:10.812460] [INFO ] [main      ] Progress: 96/472 forecasts completed (20.3%). VLRS finished in 0.7s. ETA: 1m 9s. Rate: 327.99 forecasts/min
[2025-11-16T05:13:10.819589] [DEBUG] [MAG       ] SBI: Last date is validated at 2025-11-14
[2025-11-16T05:13:10.827732] [DEBUG] [REMOTE    ] NXC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:10.828754] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 9 features, N/A% accuracy
[2025-11-16T05:13:10.828887] [INFO ] [LOCAL     ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config
[2025-11-16T05:13:10.828993] [DEBUG] [MAG       ] Building data for symbol: NXC with lookback: 0
[2025-11-16T05:13:10.829993] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:10.830143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:10.835307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:10.836344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:10.837045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:10.839001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:10.839613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:10.840788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:10.842526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:10.843725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:13:10.844493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:10.879094] [DEBUG] [MAG       ] HWM: Last date is validated at 2025-11-14
[2025-11-16T05:13:10.928157] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:11.003379] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:11.032752] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-11-16T05:13:11.033063] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=64.553%)
[2025-11-16T05:13:11.033558] [INFO ] [main      ] Fetching symbol history for ATR...
[2025-11-16T05:13:11.033631] [DEBUG] [REMOTE    ] ATR: Fetching historical data.
[2025-11-16T05:13:11.033770] [INFO ] [main      ] Progress: 97/472 forecasts completed (20.6%). MGA finished in 0.7s. ETA: 1m 9s. Rate: 327.28 forecasts/min
[2025-11-16T05:13:11.048458] [DEBUG] [REMOTE    ] ATR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:11.049147] [DEBUG] [LOCAL     ] Loaded configuration for ATR: 10 features, N/A% accuracy
[2025-11-16T05:13:11.049444] [INFO ] [LOCAL     ] ATR: Loaded 10 optimal features with 55.83% confidence from JSON config
[2025-11-16T05:13:11.049500] [DEBUG] [MAG       ] Building data for symbol: ATR with lookback: 0
[2025-11-16T05:13:11.050405] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:13:11.050503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:11.055551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:11.057448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:11.058007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:11.058481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:11.058458] [DEBUG] [MAG       ] HWM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:11.058929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:11.059879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:11.060708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:11.062533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:11.063268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:11.066187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:11.084042] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2025-11-16T05:13:11.084196] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2025-11-16T05:13:11.084440] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-11-16T05:13:11.084504] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-11-16T05:13:11.085582] [INFO ] [main      ] Progress: 98/472 forecasts completed (20.8%). SBI finished in 1.0s. ETA: 1m 8s. Rate: 329.69 forecasts/min
[2025-11-16T05:13:11.099766] [DEBUG] [REMOTE    ] MCI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:11.100567] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-11-16T05:13:11.100980] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-11-16T05:13:11.101091] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-11-16T05:13:11.102134] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:11.102276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:11.107374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:11.108500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:11.111378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:11.113450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:11.114664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:11.184750] [DEBUG] [MAG       ] NXC: Last date is validated at 2025-11-14
[2025-11-16T05:13:11.198976] [INFO ] [LOCAL     ] HWM: Saved forecast.
[2025-11-16T05:13:11.199280] [INFO ] [main      ] HWM: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=48.1999%)
[2025-11-16T05:13:11.199830] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-11-16T05:13:11.199954] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-11-16T05:13:11.200760] [INFO ] [main      ] Progress: 99/472 forecasts completed (21.0%). HWM finished in 0.7s. ETA: 1m 8s. Rate: 330.92 forecasts/min
[2025-11-16T05:13:11.214176] [DEBUG] [REMOTE    ] WBX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:11.215017] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-11-16T05:13:11.215141] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-11-16T05:13:11.215239] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-11-16T05:13:11.216265] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:11.216400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:11.221710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:11.222537] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:11.352830] [DEBUG] [MAG       ] NXC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:11.422236] [INFO ] [LOCAL     ] NXC: Saved forecast.
[2025-11-16T05:13:11.422552] [INFO ] [main      ] NXC: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=38.2694%)
[2025-11-16T05:13:11.422817] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-11-16T05:13:11.423136] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-11-16T05:13:11.424762] [INFO ] [main      ] Progress: 100/472 forecasts completed (21.2%). NXC finished in 0.6s. ETA: 1m 8s. Rate: 330.14 forecasts/min
[2025-11-16T05:13:11.427598] [DEBUG] [MAG       ] ATR: Last date is validated at 2025-11-14
[2025-11-16T05:13:11.436434] [DEBUG] [REMOTE    ] NABL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:11.437452] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-11-16T05:13:11.437585] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-11-16T05:13:11.437711] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-11-16T05:13:11.438595] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:11.438757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:11.440598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:11.441244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:11.441764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:11.478886] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-11-14
[2025-11-16T05:13:11.499615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:11.501064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:11.501909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:11.583898] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-11-14
[2025-11-16T05:13:11.602638] [DEBUG] [MAG       ] ATR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:11.655349] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:11.741851] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-11-16T05:13:11.742142] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=2.15% (Conf=52.4144%)
[2025-11-16T05:13:11.742416] [INFO ] [main      ] Fetching symbol history for NLOP...
[2025-11-16T05:13:11.742537] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2025-11-16T05:13:11.743461] [INFO ] [main      ] Progress: 101/472 forecasts completed (21.4%). MCI finished in 0.7s. ETA: 1m 8s. Rate: 327.70 forecasts/min
[2025-11-16T05:13:11.745692] [INFO ] [LOCAL     ] ATR: Saved forecast.
[2025-11-16T05:13:11.745971] [INFO ] [main      ] ATR: Signal=1 (Conf=90.0%), Magnitude=3.15% (Conf=55.8342%)
[2025-11-16T05:13:11.746555] [INFO ] [main      ] Fetching symbol history for TM...
[2025-11-16T05:13:11.746704] [INFO ] [main      ] Progress: 102/472 forecasts completed (21.6%). ATR finished in 0.7s. ETA: 1m 7s. Rate: 330.89 forecasts/min
[2025-11-16T05:13:11.746695] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-11-16T05:13:11.759484] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:11.759499] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:11.760585] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2025-11-16T05:13:11.761055] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-11-16T05:13:11.761214] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2025-11-16T05:13:11.761233] [DEBUG] [REMOTE    ] TM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:11.761921] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-11-16T05:13:11.762004] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-11-16T05:13:11.762053] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-11-16T05:13:11.762976] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:11.763067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:11.763253] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:11.763471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:11.766716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:11.767877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:11.768405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:11.768608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:11.769516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:11.770031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:11.771407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:11.838576] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-11-14
[2025-11-16T05:13:11.854019] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-11-16T05:13:11.854169] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=7.68% (Conf=65.8947%)
[2025-11-16T05:13:11.854665] [INFO ] [main      ] Fetching symbol history for TOST...
[2025-11-16T05:13:11.854745] [DEBUG] [REMOTE    ] TOST: Fetching historical data.
[2025-11-16T05:13:11.855957] [INFO ] [main      ] Progress: 103/472 forecasts completed (21.8%). WBX finished in 0.7s. ETA: 1m 7s. Rate: 332.17 forecasts/min
[2025-11-16T05:13:11.868890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:11.870237] [DEBUG] [REMOTE    ] TOST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:11.871207] [DEBUG] [LOCAL     ] Loaded configuration for TOST: 3 features, N/A% accuracy
[2025-11-16T05:13:11.871293] [INFO ] [LOCAL     ] TOST: Loaded 3 optimal features with 51.80% confidence from JSON config
[2025-11-16T05:13:11.871341] [DEBUG] [MAG       ] Building data for symbol: TOST with lookback: 0
[2025-11-16T05:13:11.872389] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:11.872519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:11.900570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:11.922748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:11.983574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:11.985958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:12.011366] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:12.084049] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-11-16T05:13:12.084345] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=-4.32% (Conf=50.1663%)
[2025-11-16T05:13:12.084592] [INFO ] [main      ] Fetching symbol history for NVS...
[2025-11-16T05:13:12.084731] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2025-11-16T05:13:12.085200] [INFO ] [main      ] Progress: 104/472 forecasts completed (22.0%). NABL finished in 0.7s. ETA: 1m 7s. Rate: 331.31 forecasts/min
[2025-11-16T05:13:12.104417] [DEBUG] [REMOTE    ] NVS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:12.105429] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2025-11-16T05:13:12.105557] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2025-11-16T05:13:12.105677] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2025-11-16T05:13:12.106785] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:12.106877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:12.112472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:12.113691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:12.114660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:12.116180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:12.119410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:12.120591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:12.225448] [DEBUG] [MAG       ] NLOP: Last date is validated at 2025-11-14
[2025-11-16T05:13:12.261362] [DEBUG] [MAG       ] TM: Last date is validated at 2025-11-14
[2025-11-16T05:13:12.353722] [DEBUG] [MAG       ] TOST: Last date is validated at 2025-11-14
[2025-11-16T05:13:12.412113] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:12.439718] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:12.476278] [DEBUG] [MAG       ] NVS: Last date is validated at 2025-11-14
[2025-11-16T05:13:12.508566] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2025-11-16T05:13:12.508738] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=51.7626%)
[2025-11-16T05:13:12.509140] [INFO ] [main      ] Fetching symbol history for INGR...
[2025-11-16T05:13:12.509210] [DEBUG] [REMOTE    ] INGR: Fetching historical data.
[2025-11-16T05:13:12.510104] [INFO ] [main      ] Progress: 105/472 forecasts completed (22.2%). NLOP finished in 0.8s. ETA: 1m 7s. Rate: 327.12 forecasts/min
[2025-11-16T05:13:12.522984] [DEBUG] [MAG       ] TOST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:12.525080] [DEBUG] [REMOTE    ] INGR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:12.525865] [DEBUG] [LOCAL     ] Loaded configuration for INGR: 7 features, N/A% accuracy
[2025-11-16T05:13:12.526010] [INFO ] [LOCAL     ] INGR: Loaded 7 optimal features with 48.07% confidence from JSON config
[2025-11-16T05:13:12.526120] [DEBUG] [MAG       ] Building data for symbol: INGR with lookback: 0
[2025-11-16T05:13:12.527188] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:12.527341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:12.529318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:12.530015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:12.530542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:12.531438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:12.534341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:12.535592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:13:12.537202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:12.584196] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-11-16T05:13:12.584338] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=57.2026%)
[2025-11-16T05:13:12.584901] [INFO ] [main      ] Fetching symbol history for FINV...
[2025-11-16T05:13:12.584987] [DEBUG] [REMOTE    ] FINV: Fetching historical data.
[2025-11-16T05:13:12.585766] [INFO ] [main      ] Progress: 106/472 forecasts completed (22.5%). TM finished in 0.8s. ETA: 1m 7s. Rate: 328.94 forecasts/min
[2025-11-16T05:13:12.598868] [DEBUG] [REMOTE    ] FINV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:12.599602] [DEBUG] [LOCAL     ] Loaded configuration for FINV: 8 features, N/A% accuracy
[2025-11-16T05:13:12.599679] [INFO ] [LOCAL     ] FINV: Loaded 8 optimal features with 56.06% confidence from JSON config
[2025-11-16T05:13:12.599726] [DEBUG] [MAG       ] Building data for symbol: FINV with lookback: 0
[2025-11-16T05:13:12.600657] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:12.600748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:12.606297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:12.608569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:12.609148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:12.609591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:12.628258] [INFO ] [LOCAL     ] TOST: Saved forecast.
[2025-11-16T05:13:12.628358] [INFO ] [main      ] TOST: Signal=1 (Conf=90.0%), Magnitude=3.42% (Conf=51.8015%)
[2025-11-16T05:13:12.628535] [INFO ] [main      ] Fetching symbol history for ENO...
[2025-11-16T05:13:12.628587] [DEBUG] [REMOTE    ] ENO: Fetching historical data.
[2025-11-16T05:13:12.630731] [INFO ] [main      ] Progress: 107/472 forecasts completed (22.7%). TOST finished in 0.8s. ETA: 1m 6s. Rate: 331.27 forecasts/min
[2025-11-16T05:13:12.640791] [DEBUG] [REMOTE    ] ENO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:12.641725] [DEBUG] [LOCAL     ] Loaded configuration for ENO: 7 features, N/A% accuracy
[2025-11-16T05:13:12.641863] [INFO ] [LOCAL     ] ENO: Loaded 7 optimal features with 42.75% confidence from JSON config
[2025-11-16T05:13:12.641970] [DEBUG] [MAG       ] Building data for symbol: ENO with lookback: 0
[2025-11-16T05:13:12.642850] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:12.642994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:12.648063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:12.656473] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:12.748047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:13:12.749285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:12.750255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:12.751568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:12.780357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:12.781124] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2025-11-16T05:13:12.781414] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=47.2228%)
[2025-11-16T05:13:12.781749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:12.782010] [INFO ] [main      ] Progress: 108/472 forecasts completed (22.9%). NVS finished in 0.7s. ETA: 1m 6s. Rate: 331.78 forecasts/min
[2025-11-16T05:13:12.782194] [INFO ] [main      ] Fetching symbol history for C...
[2025-11-16T05:13:12.782246] [DEBUG] [REMOTE    ] C: Fetching historical data.
[2025-11-16T05:13:12.784342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:12.785198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:12.786930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:12.789816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:12.796865] [DEBUG] [REMOTE    ] C: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:12.797568] [DEBUG] [LOCAL     ] Loaded configuration for C: 6 features, N/A% accuracy
[2025-11-16T05:13:12.797623] [INFO ] [LOCAL     ] C: Loaded 6 optimal features with 65.80% confidence from JSON config
[2025-11-16T05:13:12.797692] [DEBUG] [MAG       ] Building data for symbol: C with lookback: 0
[2025-11-16T05:13:12.798623] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:12.798733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:12.803906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:12.806115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:12.806734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:12.807212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:12.893549] [DEBUG] [MAG       ] INGR: Last date is validated at 2025-11-14
[2025-11-16T05:13:12.945885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:13.007608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:13.076787] [DEBUG] [MAG       ] INGR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:13.111929] [DEBUG] [MAG       ] FINV: Last date is validated at 2025-11-14
[2025-11-16T05:13:13.146593] [DEBUG] [MAG       ] ENO: Last date is validated at 2025-11-14
[2025-11-16T05:13:13.219798] [INFO ] [LOCAL     ] INGR: Saved forecast.
[2025-11-16T05:13:13.219938] [INFO ] [main      ] INGR: Signal=1 (Conf=90.0%), Magnitude=1.12% (Conf=48.0741%)
[2025-11-16T05:13:13.220313] [INFO ] [main      ] Fetching symbol history for GD...
[2025-11-16T05:13:13.220382] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-11-16T05:13:13.221104] [INFO ] [main      ] Progress: 109/472 forecasts completed (23.1%). INGR finished in 0.7s. ETA: 1m 7s. Rate: 327.49 forecasts/min
[2025-11-16T05:13:13.234782] [DEBUG] [REMOTE    ] GD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:13.235600] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-11-16T05:13:13.235750] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-11-16T05:13:13.235861] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-11-16T05:13:13.236905] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:13.237051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:13.238240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:13.289758] [DEBUG] [MAG       ] FINV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:13.325733] [DEBUG] [MAG       ] ENO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:13.366589] [DEBUG] [MAG       ] C: Last date is validated at 2025-11-14
[2025-11-16T05:13:13.369923] [INFO ] [LOCAL     ] FINV: Saved forecast.
[2025-11-16T05:13:13.370115] [INFO ] [main      ] FINV: Signal=1 (Conf=90.0%), Magnitude=3.28% (Conf=56.0608%)
[2025-11-16T05:13:13.370634] [INFO ] [main      ] Fetching symbol history for THQ...
[2025-11-16T05:13:13.370813] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2025-11-16T05:13:13.370840] [INFO ] [main      ] Progress: 110/472 forecasts completed (23.3%). FINV finished in 0.8s. ETA: 1m 6s. Rate: 328.03 forecasts/min
[2025-11-16T05:13:13.384910] [DEBUG] [REMOTE    ] THQ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:13.385918] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2025-11-16T05:13:13.386054] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2025-11-16T05:13:13.386157] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2025-11-16T05:13:13.387272] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:13.387415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:13.392552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:13.399171] [INFO ] [LOCAL     ] ENO: Saved forecast.
[2025-11-16T05:13:13.399470] [INFO ] [main      ] ENO: Signal=1 (Conf=90.0%), Magnitude=-1.34% (Conf=42.7527%)
[2025-11-16T05:13:13.399864] [INFO ] [main      ] Fetching symbol history for CLW...
[2025-11-16T05:13:13.399989] [DEBUG] [REMOTE    ] CLW: Fetching historical data.
[2025-11-16T05:13:13.401034] [INFO ] [main      ] Progress: 111/472 forecasts completed (23.5%). ENO finished in 0.8s. ETA: 1m 6s. Rate: 330.52 forecasts/min
[2025-11-16T05:13:13.414912] [DEBUG] [REMOTE    ] CLW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:13.415963] [DEBUG] [LOCAL     ] Loaded configuration for CLW: 4 features, N/A% accuracy
[2025-11-16T05:13:13.416097] [INFO ] [LOCAL     ] CLW: Loaded 4 optimal features with 60.30% confidence from JSON config
[2025-11-16T05:13:13.416209] [DEBUG] [MAG       ] Building data for symbol: CLW with lookback: 0
[2025-11-16T05:13:13.417244] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:13.417385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:13.422516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:13.480832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:13.482976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:13.485497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:13.523630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:13.526220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:13.527269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:13.542320] [DEBUG] [MAG       ] C: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:13.593525] [DEBUG] [MAG       ] GD: Last date is validated at 2025-11-14
[2025-11-16T05:13:13.673976] [INFO ] [LOCAL     ] C: Saved forecast.
[2025-11-16T05:13:13.674255] [INFO ] [main      ] C: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=65.7997%)
[2025-11-16T05:13:13.674512] [INFO ] [main      ] Fetching symbol history for BRT...
[2025-11-16T05:13:13.674896] [DEBUG] [REMOTE    ] BRT: Fetching historical data.
[2025-11-16T05:13:13.675792] [INFO ] [main      ] Progress: 112/472 forecasts completed (23.7%). C finished in 0.9s. ETA: 1m 6s. Rate: 329.01 forecasts/min
[2025-11-16T05:13:13.689054] [DEBUG] [REMOTE    ] BRT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:13.689920] [DEBUG] [LOCAL     ] Loaded configuration for BRT: 3 features, N/A% accuracy
[2025-11-16T05:13:13.690046] [INFO ] [LOCAL     ] BRT: Loaded 3 optimal features with 48.94% confidence from JSON config
[2025-11-16T05:13:13.690158] [DEBUG] [MAG       ] Building data for symbol: BRT with lookback: 0
[2025-11-16T05:13:13.691133] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:13.691267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:13.696787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:13.698179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:13.700086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:13.778387] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:13.839926] [DEBUG] [MAG       ] CLW: Last date is validated at 2025-11-14
[2025-11-16T05:13:13.899855] [DEBUG] [MAG       ] THQ: Last date is validated at 2025-11-14
[2025-11-16T05:13:13.935189] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-11-16T05:13:13.935335] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=61.7785%)
[2025-11-16T05:13:13.935729] [INFO ] [main      ] Fetching symbol history for OPAD...
[2025-11-16T05:13:13.935797] [DEBUG] [REMOTE    ] OPAD: Fetching historical data.
[2025-11-16T05:13:13.937787] [INFO ] [main      ] Progress: 113/472 forecasts completed (23.9%). GD finished in 0.7s. ETA: 1m 6s. Rate: 327.74 forecasts/min
[2025-11-16T05:13:13.950431] [DEBUG] [REMOTE    ] OPAD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:13.951379] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 5 features, N/A% accuracy
[2025-11-16T05:13:13.951468] [INFO ] [LOCAL     ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config
[2025-11-16T05:13:13.951517] [DEBUG] [MAG       ] Building data for symbol: OPAD with lookback: 0
[2025-11-16T05:13:13.952587] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:13.952710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:13.958224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:13.960527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:13.961226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:13.961690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:14.016982] [DEBUG] [MAG       ] CLW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:14.018221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:14.058462] [DEBUG] [MAG       ] BRT: Last date is validated at 2025-11-14
[2025-11-16T05:13:14.081421] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:14.151849] [INFO ] [LOCAL     ] CLW: Saved forecast.
[2025-11-16T05:13:14.152158] [INFO ] [main      ] CLW: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=60.2981%)
[2025-11-16T05:13:14.152705] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-11-16T05:13:14.152842] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-11-16T05:13:14.152761] [INFO ] [main      ] Progress: 114/472 forecasts completed (24.2%). CLW finished in 0.8s. ETA: 1m 6s. Rate: 327.24 forecasts/min
[2025-11-16T05:13:14.159743] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2025-11-16T05:13:14.160016] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=55.025%)
[2025-11-16T05:13:14.160544] [INFO ] [main      ] Progress: 115/472 forecasts completed (24.4%). THQ finished in 0.8s. ETA: 1m 5s. Rate: 329.99 forecasts/min
[2025-11-16T05:13:14.160786] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-11-16T05:13:14.160898] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-11-16T05:13:14.167705] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:14.168318] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-11-16T05:13:14.168396] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-11-16T05:13:14.168449] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-11-16T05:13:14.169547] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:14.169795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:14.171897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:14.172719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:14.173258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:14.175124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:13:14.176060] [DEBUG] [REMOTE    ] GIS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:14.177119] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-11-16T05:13:14.177241] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-11-16T05:13:14.177336] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-11-16T05:13:14.177459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:13:14.178314] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:13:14.179961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:14.235295] [DEBUG] [MAG       ] BRT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:14.313804] [INFO ] [LOCAL     ] BRT: Saved forecast.
[2025-11-16T05:13:14.314134] [INFO ] [main      ] BRT: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=48.9371%)
[2025-11-16T05:13:14.314764] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-11-16T05:13:14.314887] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-11-16T05:13:14.315750] [INFO ] [main      ] Progress: 116/472 forecasts completed (24.6%). BRT finished in 0.6s. ETA: 1m 5s. Rate: 330.41 forecasts/min
[2025-11-16T05:13:14.328237] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:14.329078] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-11-16T05:13:14.329200] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-11-16T05:13:14.329311] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-11-16T05:13:14.330336] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-11-16T05:13:14.330479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:14.335534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:14.337498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:14.338104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:14.338580] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:14.359810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:14.360994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:14.361553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:14.363294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:14.364609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:13:14.365637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:13:14.367338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:14.368771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:14.371276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:14.391166] [DEBUG] [MAG       ] OPAD: Last date is validated at 2025-11-14
[2025-11-16T05:13:14.539931] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-11-14
[2025-11-16T05:13:14.545094] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-11-14
[2025-11-16T05:13:14.574762] [DEBUG] [MAG       ] OPAD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:14.653772] [INFO ] [LOCAL     ] OPAD: Saved forecast.
[2025-11-16T05:13:14.654071] [INFO ] [main      ] OPAD: Signal=1 (Conf=90.0%), Magnitude=-5.09% (Conf=48.7343%)
[2025-11-16T05:13:14.654355] [INFO ] [main      ] Fetching symbol history for S...
[2025-11-16T05:13:14.654477] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-11-16T05:13:14.655748] [INFO ] [main      ] Progress: 117/472 forecasts completed (24.8%). OPAD finished in 0.7s. ETA: 1m 5s. Rate: 327.96 forecasts/min
[2025-11-16T05:13:14.670135] [DEBUG] [REMOTE    ] S: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:14.671043] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-11-16T05:13:14.671217] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-11-16T05:13:14.671327] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-11-16T05:13:14.672375] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:14.672522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:14.677857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:14.679905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:14.680551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:14.681135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:14.681582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:14.682810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:14.718093] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:14.725841] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:14.729863] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-11-14
[2025-11-16T05:13:14.798902] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-11-16T05:13:14.799047] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=64.7029%)
[2025-11-16T05:13:14.799491] [INFO ] [main      ] Fetching symbol history for CHPT...
[2025-11-16T05:13:14.799562] [DEBUG] [REMOTE    ] CHPT: Fetching historical data.
[2025-11-16T05:13:14.799551] [INFO ] [main      ] Progress: 118/472 forecasts completed (25.0%). UNMA finished in 0.6s. ETA: 1m 5s. Rate: 328.56 forecasts/min
[2025-11-16T05:13:14.813889] [DEBUG] [REMOTE    ] CHPT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:14.814545] [DEBUG] [LOCAL     ] Loaded configuration for CHPT: 5 features, N/A% accuracy
[2025-11-16T05:13:14.814599] [INFO ] [LOCAL     ] CHPT: Loaded 5 optimal features with 50.29% confidence from JSON config
[2025-11-16T05:13:14.814659] [DEBUG] [MAG       ] Building data for symbol: CHPT with lookback: 0
[2025-11-16T05:13:14.815553] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:14.815677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:14.817322] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-11-16T05:13:14.817450] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=54.4664%)
[2025-11-16T05:13:14.817695] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-11-16T05:13:14.817965] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-11-16T05:13:14.819100] [INFO ] [main      ] Progress: 119/472 forecasts completed (25.2%). GIS finished in 0.7s. ETA: 1m 4s. Rate: 331.04 forecasts/min
[2025-11-16T05:13:14.820888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:14.821875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:14.822538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:13:14.824336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:13:14.827670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:14.832907] [DEBUG] [REMOTE    ] DEI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:14.833581] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-11-16T05:13:14.833661] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-11-16T05:13:14.833740] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-11-16T05:13:14.834680] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:14.834774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:14.835795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:14.905171] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:14.969676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:14.970834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:14.972300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:15.033485] [DEBUG] [MAG       ] S: Last date is validated at 2025-11-14
[2025-11-16T05:13:15.071302] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-11-16T05:13:15.071418] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.5386%)
[2025-11-16T05:13:15.071893] [INFO ] [main      ] Fetching symbol history for CWT...
[2025-11-16T05:13:15.072113] [DEBUG] [REMOTE    ] CWT: Fetching historical data.
[2025-11-16T05:13:15.072770] [INFO ] [main      ] Progress: 120/472 forecasts completed (25.4%). SWZ finished in 0.8s. ETA: 1m 4s. Rate: 329.94 forecasts/min
[2025-11-16T05:13:15.086353] [DEBUG] [REMOTE    ] CWT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:15.087404] [DEBUG] [LOCAL     ] Loaded configuration for CWT: 3 features, N/A% accuracy
[2025-11-16T05:13:15.087526] [INFO ] [LOCAL     ] CWT: Loaded 3 optimal features with 52.35% confidence from JSON config
[2025-11-16T05:13:15.087622] [DEBUG] [MAG       ] Building data for symbol: CWT with lookback: 0
[2025-11-16T05:13:15.088600] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:15.088765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:15.093847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:15.095741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:15.112120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:15.199303] [DEBUG] [MAG       ] CHPT: Last date is validated at 2025-11-14
[2025-11-16T05:13:15.203634] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:15.297313] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-11-16T05:13:15.297613] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=63.3835%)
[2025-11-16T05:13:15.297919] [INFO ] [main      ] Fetching symbol history for AFGB...
[2025-11-16T05:13:15.298041] [DEBUG] [REMOTE    ] AFGB: Fetching historical data.
[2025-11-16T05:13:15.299143] [INFO ] [main      ] Progress: 121/472 forecasts completed (25.6%). S finished in 0.6s. ETA: 1m 4s. Rate: 329.28 forecasts/min
[2025-11-16T05:13:15.311893] [DEBUG] [REMOTE    ] AFGB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:15.312925] [DEBUG] [LOCAL     ] Loaded configuration for AFGB: 9 features, N/A% accuracy
[2025-11-16T05:13:15.313059] [INFO ] [LOCAL     ] AFGB: Loaded 9 optimal features with 43.20% confidence from JSON config
[2025-11-16T05:13:15.313170] [DEBUG] [MAG       ] Building data for symbol: AFGB with lookback: 0
[2025-11-16T05:13:15.314242] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:15.314397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:15.319051] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-11-14
[2025-11-16T05:13:15.320043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:15.322108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:15.322741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:15.323286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:15.323820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:15.374492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:15.376206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:15.378040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:13:15.379352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:15.380968] [DEBUG] [MAG       ] CHPT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:15.457551] [DEBUG] [MAG       ] CWT: Last date is validated at 2025-11-14
[2025-11-16T05:13:15.493578] [INFO ] [LOCAL     ] CHPT: Saved forecast.
[2025-11-16T05:13:15.493892] [INFO ] [main      ] CHPT: Signal=1 (Conf=90.0%), Magnitude=-11.13% (Conf=50.2927%)
[2025-11-16T05:13:15.494423] [INFO ] [main      ] Fetching symbol history for EMN...
[2025-11-16T05:13:15.494558] [DEBUG] [REMOTE    ] EMN: Fetching historical data.
[2025-11-16T05:13:15.494759] [INFO ] [main      ] Progress: 122/472 forecasts completed (25.8%). CHPT finished in 0.7s. ETA: 1m 4s. Rate: 329.08 forecasts/min
[2025-11-16T05:13:15.494954] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:15.508420] [DEBUG] [REMOTE    ] EMN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:15.509414] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 4 features, N/A% accuracy
[2025-11-16T05:13:15.509546] [INFO ] [LOCAL     ] EMN: Loaded 4 optimal features with 54.55% confidence from JSON config
[2025-11-16T05:13:15.509669] [DEBUG] [MAG       ] Building data for symbol: EMN with lookback: 0
[2025-11-16T05:13:15.510573] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:15.510732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:15.515988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:15.518037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:15.518666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:15.519170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:15.575216] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-11-16T05:13:15.575332] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=1.81% (Conf=59.2048%)
[2025-11-16T05:13:15.575537] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-11-16T05:13:15.575590] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-11-16T05:13:15.577116] [INFO ] [main      ] Progress: 123/472 forecasts completed (26.1%). DEI finished in 0.8s. ETA: 1m 3s. Rate: 330.56 forecasts/min
[2025-11-16T05:13:15.590160] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:15.590901] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-11-16T05:13:15.590968] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-11-16T05:13:15.591007] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-11-16T05:13:15.592031] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:15.592110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:15.593928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:15.594514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:15.595025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:15.595450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:15.628693] [DEBUG] [MAG       ] CWT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:15.721483] [DEBUG] [MAG       ] AFGB: Last date is validated at 2025-11-14
[2025-11-16T05:13:15.727364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:15.728991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:15.730835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:15.731827] [INFO ] [LOCAL     ] CWT: Saved forecast.
[2025-11-16T05:13:15.732114] [INFO ] [main      ] CWT: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=52.3488%)
[2025-11-16T05:13:15.732665] [INFO ] [main      ] Fetching symbol history for RKT...
[2025-11-16T05:13:15.732754] [INFO ] [main      ] Progress: 124/472 forecasts completed (26.3%). CWT finished in 0.7s. ETA: 1m 3s. Rate: 330.93 forecasts/min
[2025-11-16T05:13:15.732783] [DEBUG] [REMOTE    ] RKT: Fetching historical data.
[2025-11-16T05:13:15.750800] [DEBUG] [REMOTE    ] RKT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:15.751757] [DEBUG] [LOCAL     ] Loaded configuration for RKT: 3 features, N/A% accuracy
[2025-11-16T05:13:15.751819] [INFO ] [LOCAL     ] RKT: Loaded 3 optimal features with 50.48% confidence from JSON config
[2025-11-16T05:13:15.751862] [DEBUG] [MAG       ] Building data for symbol: RKT with lookback: 0
[2025-11-16T05:13:15.752926] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:15.753002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:15.753982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:15.756545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:15.757604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:15.861285] [DEBUG] [MAG       ] EMN: Last date is validated at 2025-11-14
[2025-11-16T05:13:15.900113] [DEBUG] [MAG       ] AFGB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:15.973580] [INFO ] [LOCAL     ] AFGB: Saved forecast.
[2025-11-16T05:13:15.973900] [INFO ] [main      ] AFGB: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=43.2033%)
[2025-11-16T05:13:15.974224] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-11-16T05:13:15.974354] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-11-16T05:13:15.975509] [INFO ] [main      ] Progress: 125/472 forecasts completed (26.5%). AFGB finished in 0.7s. ETA: 1m 3s. Rate: 330.04 forecasts/min
[2025-11-16T05:13:15.990036] [DEBUG] [REMOTE    ] MOD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:15.991257] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-11-16T05:13:15.991397] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-11-16T05:13:15.991509] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-11-16T05:13:15.992587] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:15.992751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:15.998231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:15.999263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:16.039552] [DEBUG] [MAG       ] EMN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:16.094723] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-11-14
[2025-11-16T05:13:16.103152] [DEBUG] [MAG       ] RKT: Last date is validated at 2025-11-14
[2025-11-16T05:13:16.163548] [INFO ] [LOCAL     ] EMN: Saved forecast.
[2025-11-16T05:13:16.163863] [INFO ] [main      ] EMN: Signal=1 (Conf=90.0%), Magnitude=-2.78% (Conf=54.5505%)
[2025-11-16T05:13:16.164149] [INFO ] [main      ] Fetching symbol history for BRC...
[2025-11-16T05:13:16.164274] [DEBUG] [REMOTE    ] BRC: Fetching historical data.
[2025-11-16T05:13:16.165383] [INFO ] [main      ] Progress: 126/472 forecasts completed (26.7%). EMN finished in 0.7s. ETA: 1m 3s. Rate: 329.92 forecasts/min
[2025-11-16T05:13:16.178560] [DEBUG] [REMOTE    ] BRC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:16.179425] [DEBUG] [LOCAL     ] Loaded configuration for BRC: 4 features, N/A% accuracy
[2025-11-16T05:13:16.179501] [INFO ] [LOCAL     ] BRC: Loaded 4 optimal features with 45.67% confidence from JSON config
[2025-11-16T05:13:16.179616] [DEBUG] [MAG       ] Building data for symbol: BRC with lookback: 0
[2025-11-16T05:13:16.180633] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:16.180752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:16.185975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:16.187892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:16.233907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:16.235336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:16.273456] [DEBUG] [MAG       ] RKT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:16.286197] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:16.350279] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-11-14
[2025-11-16T05:13:16.366829] [INFO ] [LOCAL     ] RKT: Saved forecast.
[2025-11-16T05:13:16.367133] [INFO ] [main      ] RKT: Signal=1 (Conf=90.0%), Magnitude=6.00% (Conf=50.4844%)
[2025-11-16T05:13:16.367663] [INFO ] [main      ] Fetching symbol history for PSN...
[2025-11-16T05:13:16.367784] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2025-11-16T05:13:16.367760] [INFO ] [main      ] Progress: 127/472 forecasts completed (26.9%). RKT finished in 0.6s. ETA: 1m 3s. Rate: 329.63 forecasts/min
[2025-11-16T05:13:16.381764] [DEBUG] [REMOTE    ] PSN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:16.382536] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2025-11-16T05:13:16.382672] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2025-11-16T05:13:16.382784] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2025-11-16T05:13:16.383788] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:16.383919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:16.384977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:16.385903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:16.387042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:16.389204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:16.427676] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-11-16T05:13:16.427995] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=50.2566%)
[2025-11-16T05:13:16.428543] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-11-16T05:13:16.428740] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-11-16T05:13:16.428773] [INFO ] [main      ] Progress: 128/472 forecasts completed (27.1%). ZBH finished in 0.9s. ETA: 1m 2s. Rate: 331.35 forecasts/min
[2025-11-16T05:13:16.443393] [DEBUG] [REMOTE    ] SNN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:16.444360] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-11-16T05:13:16.444427] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-11-16T05:13:16.444465] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-11-16T05:13:16.445410] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:16.445491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:16.450945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:16.501364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:16.502689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:16.503409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:16.505339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:13:16.507505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:16.508304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:16.525015] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:16.618183] [DEBUG] [MAG       ] BRC: Last date is validated at 2025-11-14
[2025-11-16T05:13:16.678803] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-11-16T05:13:16.679099] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=5.49% (Conf=41.4009%)
[2025-11-16T05:13:16.679659] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-11-16T05:13:16.679785] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-11-16T05:13:16.679764] [INFO ] [main      ] Progress: 129/472 forecasts completed (27.3%). MOD finished in 0.7s. ETA: 1m 2s. Rate: 330.36 forecasts/min
[2025-11-16T05:13:16.694391] [DEBUG] [REMOTE    ] DHX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:16.695124] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-11-16T05:13:16.695188] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-11-16T05:13:16.695226] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-11-16T05:13:16.696210] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:16.696292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:16.698207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:16.698832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:16.701717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:16.704894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:16.725771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:13:16.729269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:16.741051] [DEBUG] [MAG       ] PSN: Last date is validated at 2025-11-14
[2025-11-16T05:13:16.787196] [DEBUG] [MAG       ] BRC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:16.870866] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-11-14
[2025-11-16T05:13:16.892300] [INFO ] [LOCAL     ] BRC: Saved forecast.
[2025-11-16T05:13:16.892544] [INFO ] [main      ] BRC: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=45.6662%)
[2025-11-16T05:13:16.892812] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-11-16T05:13:16.892939] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-11-16T05:13:16.894771] [INFO ] [main      ] Progress: 130/472 forecasts completed (27.5%). BRC finished in 0.7s. ETA: 1m 2s. Rate: 329.90 forecasts/min
[2025-11-16T05:13:16.905722] [DEBUG] [REMOTE    ] NNI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:16.906444] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-11-16T05:13:16.906606] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-11-16T05:13:16.906740] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-11-16T05:13:16.907671] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:16.907819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:16.912867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:16.914816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:16.915398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:16.915986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:16.916524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:16.917887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:16.918623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:16.918552] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:17.050043] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:17.063473] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2025-11-16T05:13:17.063743] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=61.672%)
[2025-11-16T05:13:17.064054] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-11-16T05:13:17.064169] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-11-16T05:13:17.065149] [INFO ] [main      ] Progress: 131/472 forecasts completed (27.8%). PSN finished in 0.7s. ETA: 1m 2s. Rate: 330.05 forecasts/min
[2025-11-16T05:13:17.078680] [DEBUG] [REMOTE    ] MEI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:17.079794] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-11-16T05:13:17.079918] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-11-16T05:13:17.080014] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-11-16T05:13:17.080979] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:17.081112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:13:17.083257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:17.085296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:17.085956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:17.087226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:17.089565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:17.090926] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-11-14
[2025-11-16T05:13:17.159882] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-11-16T05:13:17.160005] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=38.7013%)
[2025-11-16T05:13:17.160564] [INFO ] [main      ] Fetching symbol history for CFR...
[2025-11-16T05:13:17.160631] [DEBUG] [REMOTE    ] CFR: Fetching historical data.
[2025-11-16T05:13:17.160934] [INFO ] [main      ] Progress: 132/472 forecasts completed (28.0%). SNN finished in 0.7s. ETA: 1m 2s. Rate: 331.24 forecasts/min
[2025-11-16T05:13:17.175256] [DEBUG] [REMOTE    ] CFR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:17.175945] [DEBUG] [LOCAL     ] Loaded configuration for CFR: 1 features, N/A% accuracy
[2025-11-16T05:13:17.176009] [INFO ] [LOCAL     ] CFR: Loaded 1 optimal features with 62.71% confidence from JSON config
[2025-11-16T05:13:17.176045] [DEBUG] [MAG       ] Building data for symbol: CFR with lookback: 0
[2025-11-16T05:13:17.177045] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:17.177121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:17.182091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:17.263114] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-11-14
[2025-11-16T05:13:17.272146] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:17.351671] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-11-16T05:13:17.351891] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-2.14% (Conf=44.3582%)
[2025-11-16T05:13:17.352159] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-11-16T05:13:17.352228] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-11-16T05:13:17.353338] [INFO ] [main      ] Progress: 133/472 forecasts completed (28.2%). DHX finished in 0.7s. ETA: 1m 1s. Rate: 331.09 forecasts/min
[2025-11-16T05:13:17.366813] [DEBUG] [REMOTE    ] TDF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:17.367724] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-11-16T05:13:17.367857] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-11-16T05:13:17.367967] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-11-16T05:13:17.368971] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:17.369116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:17.374571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:17.376892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:17.377556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:17.378080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:17.382563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:13:17.385309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:17.436188] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:17.448356] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-11-14
[2025-11-16T05:13:17.530639] [DEBUG] [MAG       ] CFR: Last date is validated at 2025-11-14
[2025-11-16T05:13:17.568818] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-11-16T05:13:17.568928] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=59.3173%)
[2025-11-16T05:13:17.569314] [INFO ] [main      ] Fetching symbol history for PPL...
[2025-11-16T05:13:17.569372] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2025-11-16T05:13:17.569769] [INFO ] [main      ] Progress: 134/472 forecasts completed (28.4%). NNI finished in 0.7s. ETA: 1m 1s. Rate: 330.61 forecasts/min
[2025-11-16T05:13:17.582794] [DEBUG] [REMOTE    ] PPL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:17.583599] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2025-11-16T05:13:17.583675] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2025-11-16T05:13:17.583732] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2025-11-16T05:13:17.584591] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:17.584698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:17.590107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:17.592044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:17.592590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:17.593059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:17.594042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:17.596682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:17.627283] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:17.724605] [DEBUG] [MAG       ] CFR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:17.725135] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-11-16T05:13:17.725434] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=64.7936%)
[2025-11-16T05:13:17.725980] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-11-16T05:13:17.726107] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-11-16T05:13:17.726763] [INFO ] [main      ] Progress: 135/472 forecasts completed (28.6%). MEI finished in 0.7s. ETA: 1m 1s. Rate: 330.94 forecasts/min
[2025-11-16T05:13:17.726971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:17.728524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:17.741252] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:17.742124] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-11-16T05:13:17.742249] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-11-16T05:13:17.742350] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-11-16T05:13:17.743350] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:17.743487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:17.745596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:17.746306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:17.746894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:17.747798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:17.755533] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-11-14
[2025-11-16T05:13:17.854731] [INFO ] [LOCAL     ] CFR: Saved forecast.
[2025-11-16T05:13:17.855014] [INFO ] [main      ] CFR: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=62.712%)
[2025-11-16T05:13:17.855287] [INFO ] [main      ] Fetching symbol history for NET...
[2025-11-16T05:13:17.855399] [DEBUG] [REMOTE    ] NET: Fetching historical data.
[2025-11-16T05:13:17.856781] [INFO ] [main      ] Progress: 136/472 forecasts completed (28.8%). CFR finished in 0.7s. ETA: 1m 1s. Rate: 331.63 forecasts/min
[2025-11-16T05:13:17.869874] [DEBUG] [REMOTE    ] NET: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:17.870561] [DEBUG] [LOCAL     ] Loaded configuration for NET: 5 features, N/A% accuracy
[2025-11-16T05:13:17.870617] [INFO ] [LOCAL     ] NET: Loaded 5 optimal features with 44.18% confidence from JSON config
[2025-11-16T05:13:17.870672] [DEBUG] [MAG       ] Building data for symbol: NET with lookback: 0
[2025-11-16T05:13:17.871597] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:17.871724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:17.872517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:17.944778] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:18.007503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:18.009067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:13:18.012072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:13:18.014384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:18.017120] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-11-16T05:13:18.017366] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=67.98%)
[2025-11-16T05:13:18.017675] [INFO ] [main      ] Fetching symbol history for CRT...
[2025-11-16T05:13:18.017804] [DEBUG] [REMOTE    ] CRT: Fetching historical data.
[2025-11-16T05:13:18.018143] [INFO ] [main      ] Progress: 137/472 forecasts completed (29.0%). TDF finished in 0.7s. ETA: 1m 1s. Rate: 331.89 forecasts/min
[2025-11-16T05:13:18.032549] [DEBUG] [REMOTE    ] CRT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:18.033466] [DEBUG] [LOCAL     ] Loaded configuration for CRT: 4 features, N/A% accuracy
[2025-11-16T05:13:18.033599] [INFO ] [LOCAL     ] CRT: Loaded 4 optimal features with 53.04% confidence from JSON config
[2025-11-16T05:13:18.033727] [DEBUG] [MAG       ] Building data for symbol: CRT with lookback: 0
[2025-11-16T05:13:18.034759] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:18.034905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:18.040114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:18.041099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:18.071536] [DEBUG] [MAG       ] PPL: Last date is validated at 2025-11-14
[2025-11-16T05:13:18.102550] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-11-14
[2025-11-16T05:13:18.173380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:18.176115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:18.241101] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:18.276836] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:18.328769] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2025-11-16T05:13:18.329084] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=51.1453%)
[2025-11-16T05:13:18.329330] [INFO ] [main      ] Fetching symbol history for BTE...
[2025-11-16T05:13:18.329680] [DEBUG] [REMOTE    ] BTE: Fetching historical data.
[2025-11-16T05:13:18.329770] [INFO ] [main      ] Progress: 138/472 forecasts completed (29.2%). PPL finished in 0.8s. ETA: 1m 1s. Rate: 330.16 forecasts/min
[2025-11-16T05:13:18.342673] [DEBUG] [REMOTE    ] BTE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:18.343404] [DEBUG] [LOCAL     ] Loaded configuration for BTE: 1 features, N/A% accuracy
[2025-11-16T05:13:18.343579] [INFO ] [LOCAL     ] BTE: Loaded 1 optimal features with 58.45% confidence from JSON config
[2025-11-16T05:13:18.343714] [DEBUG] [MAG       ] Building data for symbol: BTE with lookback: 0
[2025-11-16T05:13:18.344583] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:18.344738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:18.345545] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:18.364148] [DEBUG] [MAG       ] NET: Last date is validated at 2025-11-14
[2025-11-16T05:13:18.404429] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-11-16T05:13:18.404757] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=58.5696%)
[2025-11-16T05:13:18.405051] [INFO ] [main      ] Fetching symbol history for UNP...
[2025-11-16T05:13:18.405169] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2025-11-16T05:13:18.406442] [INFO ] [main      ] Progress: 139/472 forecasts completed (29.4%). FBIN finished in 0.7s. ETA: 1m 0s. Rate: 331.54 forecasts/min
[2025-11-16T05:13:18.420626] [DEBUG] [REMOTE    ] UNP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:18.421514] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2025-11-16T05:13:18.421635] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2025-11-16T05:13:18.421761] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2025-11-16T05:13:18.422924] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:18.423066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:18.428461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:18.431092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:18.431900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:18.432466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:18.432991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:18.435663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:18.437082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:18.439962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:18.441455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:18.535511] [DEBUG] [MAG       ] NET: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:18.537286] [DEBUG] [MAG       ] CRT: Last date is validated at 2025-11-14
[2025-11-16T05:13:18.686631] [DEBUG] [MAG       ] BTE: Last date is validated at 2025-11-14
[2025-11-16T05:13:18.689271] [INFO ] [LOCAL     ] NET: Saved forecast.
[2025-11-16T05:13:18.689578] [INFO ] [main      ] NET: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=44.178%)
[2025-11-16T05:13:18.690155] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-11-16T05:13:18.690280] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-11-16T05:13:18.690767] [INFO ] [main      ] Progress: 140/472 forecasts completed (29.7%). NET finished in 0.8s. ETA: 1m 0s. Rate: 330.19 forecasts/min
[2025-11-16T05:13:18.704928] [DEBUG] [REMOTE    ] TRC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:18.705793] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-11-16T05:13:18.705917] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-11-16T05:13:18.706018] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-11-16T05:13:18.707112] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:18.707252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:18.709192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:18.709890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:18.710346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:18.711484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:18.712292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:13:18.714498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:13:18.717665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:18.724352] [DEBUG] [MAG       ] CRT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:18.791733] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-11-14
[2025-11-16T05:13:18.808574] [INFO ] [LOCAL     ] CRT: Saved forecast.
[2025-11-16T05:13:18.808908] [INFO ] [main      ] CRT: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=53.0352%)
[2025-11-16T05:13:18.809174] [INFO ] [main      ] Fetching symbol history for AWP...
[2025-11-16T05:13:18.809299] [DEBUG] [REMOTE    ] AWP: Fetching historical data.
[2025-11-16T05:13:18.810561] [INFO ] [main      ] Progress: 141/472 forecasts completed (29.9%). CRT finished in 0.8s. ETA: 1m 0s. Rate: 330.99 forecasts/min
[2025-11-16T05:13:18.826235] [DEBUG] [REMOTE    ] AWP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:18.827117] [DEBUG] [LOCAL     ] Loaded configuration for AWP: 2 features, N/A% accuracy
[2025-11-16T05:13:18.827190] [INFO ] [LOCAL     ] AWP: Loaded 2 optimal features with 39.34% confidence from JSON config
[2025-11-16T05:13:18.827306] [DEBUG] [MAG       ] Building data for symbol: AWP with lookback: 0
[2025-11-16T05:13:18.828311] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:18.828396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:18.829360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:13:18.831327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:18.855251] [DEBUG] [MAG       ] BTE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:18.912388] [INFO ] [LOCAL     ] BTE: Saved forecast.
[2025-11-16T05:13:18.912527] [INFO ] [main      ] BTE: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=58.4512%)
[2025-11-16T05:13:18.912733] [INFO ] [main      ] Fetching symbol history for AWR...
[2025-11-16T05:13:18.912800] [DEBUG] [REMOTE    ] AWR: Fetching historical data.
[2025-11-16T05:13:18.913958] [INFO ] [main      ] Progress: 142/472 forecasts completed (30.1%). BTE finished in 0.6s. ETA: 59.6s. Rate: 331.99 forecasts/min
[2025-11-16T05:13:18.925080] [DEBUG] [REMOTE    ] AWR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:18.925840] [DEBUG] [LOCAL     ] Loaded configuration for AWR: 8 features, N/A% accuracy
[2025-11-16T05:13:18.925965] [INFO ] [LOCAL     ] AWR: Loaded 8 optimal features with 56.67% confidence from JSON config
[2025-11-16T05:13:18.926071] [DEBUG] [MAG       ] Building data for symbol: AWR with lookback: 0
[2025-11-16T05:13:18.927039] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:18.927187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:18.932137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:18.934018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:18.934587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:18.935624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:18.936485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:18.939278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:13:18.941529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:13:18.943062] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:18.967993] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:19.073677] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-11-14
[2025-11-16T05:13:19.115810] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2025-11-16T05:13:19.116086] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=69.8631%)
[2025-11-16T05:13:19.116309] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-11-16T05:13:19.116421] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-11-16T05:13:19.117059] [INFO ] [main      ] Progress: 143/472 forecasts completed (30.3%). UNP finished in 0.7s. ETA: 59.5s. Rate: 331.71 forecasts/min
[2025-11-16T05:13:19.130730] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:19.131396] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-11-16T05:13:19.131495] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-11-16T05:13:19.131544] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-11-16T05:13:19.132509] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:13:19.132609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:19.137590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:19.139613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:19.140226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:19.140729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:19.141534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:19.142444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:19.187547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:19.191231] [DEBUG] [MAG       ] AWP: Last date is validated at 2025-11-14
[2025-11-16T05:13:19.192760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:13:19.193686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:19.194505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:19.247933] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:19.283910] [DEBUG] [MAG       ] AWR: Last date is validated at 2025-11-14
[2025-11-16T05:13:19.336189] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-11-16T05:13:19.336486] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=64.291%)
[2025-11-16T05:13:19.336810] [INFO ] [main      ] Fetching symbol history for VBF...
[2025-11-16T05:13:19.337200] [DEBUG] [REMOTE    ] VBF: Fetching historical data.
[2025-11-16T05:13:19.337773] [INFO ] [main      ] Progress: 144/472 forecasts completed (30.5%). TRC finished in 0.6s. ETA: 59.4s. Rate: 331.20 forecasts/min
[2025-11-16T05:13:19.351299] [DEBUG] [REMOTE    ] VBF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:19.352123] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 6 features, N/A% accuracy
[2025-11-16T05:13:19.352195] [INFO ] [LOCAL     ] VBF: Loaded 6 optimal features with 50.94% confidence from JSON config
[2025-11-16T05:13:19.352299] [DEBUG] [MAG       ] Building data for symbol: VBF with lookback: 0
[2025-11-16T05:13:19.353274] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:19.353366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:19.358779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:19.375818] [DEBUG] [MAG       ] AWP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:19.408071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:19.446244] [INFO ] [LOCAL     ] AWP: Saved forecast.
[2025-11-16T05:13:19.446370] [INFO ] [main      ] AWP: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=39.3361%)
[2025-11-16T05:13:19.446621] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-11-16T05:13:19.447020] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-11-16T05:13:19.447923] [INFO ] [main      ] Progress: 145/472 forecasts completed (30.7%). AWP finished in 0.6s. ETA: 59.1s. Rate: 332.10 forecasts/min
[2025-11-16T05:13:19.462532] [DEBUG] [REMOTE    ] NTB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:19.463416] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-11-16T05:13:19.463499] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-11-16T05:13:19.463572] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-11-16T05:13:19.463919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:19.464598] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:19.464788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:19.465965] [DEBUG] [MAG       ] AWR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:19.470301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:19.473353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:19.557782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:19.560181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:19.561145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:19.562255] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-11-14
[2025-11-16T05:13:19.575002] [INFO ] [LOCAL     ] AWR: Saved forecast.
[2025-11-16T05:13:19.575231] [INFO ] [main      ] AWR: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=56.6743%)
[2025-11-16T05:13:19.575440] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-11-16T05:13:19.575707] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-11-16T05:13:19.576658] [INFO ] [main      ] Progress: 146/472 forecasts completed (30.9%). AWR finished in 0.7s. ETA: 58.8s. Rate: 332.75 forecasts/min
[2025-11-16T05:13:19.588083] [DEBUG] [REMOTE    ] TBI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:19.588821] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-11-16T05:13:19.588918] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-11-16T05:13:19.588992] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-11-16T05:13:19.589869] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:13:19.745105] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:19.826399] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-11-14
[2025-11-16T05:13:19.834455] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-11-16T05:13:19.834771] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-1.72% (Conf=48.6359%)
[2025-11-16T05:13:19.835315] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-11-16T05:13:19.835449] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-11-16T05:13:19.835513] [INFO ] [main      ] Progress: 147/472 forecasts completed (31.1%). SMFG finished in 0.7s. ETA: 58.8s. Rate: 331.77 forecasts/min
[2025-11-16T05:13:19.849825] [DEBUG] [REMOTE    ] JLL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:19.850748] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-11-16T05:13:19.850874] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-11-16T05:13:19.850975] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-11-16T05:13:19.851968] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:19.852103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:19.857491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:19.858470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:19.861428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:19.911038] [DEBUG] [MAG       ] VBF: Last date is validated at 2025-11-14
[2025-11-16T05:13:19.934996] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-11-14
[2025-11-16T05:13:19.999404] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:20.086995] [DEBUG] [MAG       ] VBF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:20.093504] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-11-16T05:13:20.093840] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=47.8289%)
[2025-11-16T05:13:20.094129] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-11-16T05:13:20.094253] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-11-16T05:13:20.095770] [INFO ] [main      ] Progress: 148/472 forecasts completed (31.4%). NTB finished in 0.6s. ETA: 58.8s. Rate: 330.79 forecasts/min
[2025-11-16T05:13:20.114656] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:20.115518] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-11-16T05:13:20.115661] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-11-16T05:13:20.115767] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-11-16T05:13:20.116858] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:20.116997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:20.118341] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:20.159244] [INFO ] [LOCAL     ] VBF: Saved forecast.
[2025-11-16T05:13:20.159376] [INFO ] [main      ] VBF: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=50.9413%)
[2025-11-16T05:13:20.159895] [INFO ] [main      ] Fetching symbol history for AON...
[2025-11-16T05:13:20.160137] [INFO ] [main      ] Progress: 149/472 forecasts completed (31.6%). VBF finished in 0.8s. ETA: 58.3s. Rate: 332.23 forecasts/min
[2025-11-16T05:13:20.160059] [DEBUG] [REMOTE    ] AON: Fetching historical data.
[2025-11-16T05:13:20.165449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:20.175329] [DEBUG] [REMOTE    ] AON: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:20.176043] [DEBUG] [LOCAL     ] Loaded configuration for AON: 5 features, N/A% accuracy
[2025-11-16T05:13:20.176114] [INFO ] [LOCAL     ] AON: Loaded 5 optimal features with 66.18% confidence from JSON config
[2025-11-16T05:13:20.176156] [DEBUG] [MAG       ] Building data for symbol: AON with lookback: 0
[2025-11-16T05:13:20.177271] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:20.177372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:20.179520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:20.180271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:20.180785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:20.181875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:20.197469] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-11-16T05:13:20.197580] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=-5.12% (Conf=56.916%)
[2025-11-16T05:13:20.197813] [INFO ] [main      ] Fetching symbol history for DOCS...
[2025-11-16T05:13:20.197882] [DEBUG] [REMOTE    ] DOCS: Fetching historical data.
[2025-11-16T05:13:20.199704] [INFO ] [main      ] Progress: 150/472 forecasts completed (31.8%). TBI finished in 0.6s. ETA: 57.9s. Rate: 333.97 forecasts/min
[2025-11-16T05:13:20.211734] [DEBUG] [REMOTE    ] DOCS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:20.212614] [DEBUG] [LOCAL     ] Loaded configuration for DOCS: 3 features, N/A% accuracy
[2025-11-16T05:13:20.212710] [INFO ] [LOCAL     ] DOCS: Loaded 3 optimal features with 41.83% confidence from JSON config
[2025-11-16T05:13:20.212759] [DEBUG] [MAG       ] Building data for symbol: DOCS with lookback: 0
[2025-11-16T05:13:20.213693] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:20.213802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:20.216935] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-11-14
[2025-11-16T05:13:20.219250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:20.220151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:13:20.222310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:20.317080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:20.391210] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:20.522164] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-11-14
[2025-11-16T05:13:20.536431] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-11-16T05:13:20.536728] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=45.2981%)
[2025-11-16T05:13:20.537254] [INFO ] [main      ] Fetching symbol history for OVV...
[2025-11-16T05:13:20.537377] [DEBUG] [REMOTE    ] OVV: Fetching historical data.
[2025-11-16T05:13:20.537773] [INFO ] [main      ] Progress: 151/472 forecasts completed (32.0%). JLL finished in 0.7s. ETA: 58.0s. Rate: 332.03 forecasts/min
[2025-11-16T05:13:20.552152] [DEBUG] [REMOTE    ] OVV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:20.553277] [DEBUG] [LOCAL     ] Loaded configuration for OVV: 4 features, N/A% accuracy
[2025-11-16T05:13:20.553404] [INFO ] [LOCAL     ] OVV: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-11-16T05:13:20.553511] [DEBUG] [MAG       ] Building data for symbol: OVV with lookback: 0
[2025-11-16T05:13:20.554552] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:20.554713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:20.555627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:20.586341] [DEBUG] [MAG       ] DOCS: Last date is validated at 2025-11-14
[2025-11-16T05:13:20.661553] [DEBUG] [MAG       ] AON: Last date is validated at 2025-11-14
[2025-11-16T05:13:20.692416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:20.697165] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:20.750234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:20.751823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:20.755950] [DEBUG] [MAG       ] DOCS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:20.795087] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-11-16T05:13:20.795432] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=48.7735%)
[2025-11-16T05:13:20.796045] [INFO ] [main      ] Fetching symbol history for BH...
[2025-11-16T05:13:20.796175] [DEBUG] [REMOTE    ] BH: Fetching historical data.
[2025-11-16T05:13:20.796756] [INFO ] [main      ] Progress: 152/472 forecasts completed (32.2%). HPQ finished in 0.7s. ETA: 58.0s. Rate: 331.08 forecasts/min
[2025-11-16T05:13:20.810734] [DEBUG] [REMOTE    ] BH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:20.811379] [DEBUG] [LOCAL     ] Loaded configuration for BH: 4 features, N/A% accuracy
[2025-11-16T05:13:20.811436] [INFO ] [LOCAL     ] BH: Loaded 4 optimal features with 40.87% confidence from JSON config
[2025-11-16T05:13:20.811474] [DEBUG] [MAG       ] Building data for symbol: BH with lookback: 0
[2025-11-16T05:13:20.812397] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:20.812479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:20.817950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:20.819026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:20.821946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:20.823681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:20.835265] [DEBUG] [MAG       ] AON: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:20.901895] [INFO ] [LOCAL     ] DOCS: Saved forecast.
[2025-11-16T05:13:20.902007] [INFO ] [main      ] DOCS: Signal=1 (Conf=90.0%), Magnitude=2.08% (Conf=41.8275%)
[2025-11-16T05:13:20.902272] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-11-16T05:13:20.902572] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-11-16T05:13:20.903747] [INFO ] [main      ] Progress: 153/472 forecasts completed (32.4%). DOCS finished in 0.7s. ETA: 57.7s. Rate: 331.97 forecasts/min
[2025-11-16T05:13:20.915831] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:20.916611] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-11-16T05:13:20.916780] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-11-16T05:13:20.916892] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-11-16T05:13:20.917818] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:20.917959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:20.922919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:20.983721] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:20.995027] [INFO ] [LOCAL     ] AON: Saved forecast.
[2025-11-16T05:13:20.995343] [INFO ] [main      ] AON: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=66.1787%)
[2025-11-16T05:13:20.995907] [INFO ] [main      ] Progress: 154/472 forecasts completed (32.6%). AON finished in 0.8s. ETA: 57.3s. Rate: 333.03 forecasts/min
[2025-11-16T05:13:20.996139] [INFO ] [main      ] Fetching symbol history for VFC...
[2025-11-16T05:13:20.996262] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2025-11-16T05:13:21.011384] [DEBUG] [REMOTE    ] VFC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:21.012316] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2025-11-16T05:13:21.012439] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2025-11-16T05:13:21.012540] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2025-11-16T05:13:21.013528] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:21.013686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:21.019095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:21.020268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:21.022223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:21.102847] [DEBUG] [MAG       ] OVV: Last date is validated at 2025-11-14
[2025-11-16T05:13:21.175850] [DEBUG] [MAG       ] BH: Last date is validated at 2025-11-14
[2025-11-16T05:13:21.273828] [DEBUG] [MAG       ] OVV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:21.352628] [DEBUG] [MAG       ] BH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:21.366076] [DEBUG] [MAG       ] VFC: Last date is validated at 2025-11-14
[2025-11-16T05:13:21.377751] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-11-14
[2025-11-16T05:13:21.383002] [INFO ] [LOCAL     ] OVV: Saved forecast.
[2025-11-16T05:13:21.383148] [INFO ] [main      ] OVV: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=53.7477%)
[2025-11-16T05:13:21.383517] [INFO ] [main      ] Fetching symbol history for CMG...
[2025-11-16T05:13:21.383584] [DEBUG] [REMOTE    ] CMG: Fetching historical data.
[2025-11-16T05:13:21.384761] [INFO ] [main      ] Progress: 155/472 forecasts completed (32.8%). OVV finished in 0.8s. ETA: 57.5s. Rate: 330.56 forecasts/min
[2025-11-16T05:13:21.399010] [DEBUG] [REMOTE    ] CMG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:21.399837] [DEBUG] [LOCAL     ] Loaded configuration for CMG: 2 features, N/A% accuracy
[2025-11-16T05:13:21.399960] [INFO ] [LOCAL     ] CMG: Loaded 2 optimal features with 51.98% confidence from JSON config
[2025-11-16T05:13:21.400058] [DEBUG] [MAG       ] Building data for symbol: CMG with lookback: 0
[2025-11-16T05:13:21.401031] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:21.401114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:21.406152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:21.407519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:21.501371] [INFO ] [LOCAL     ] BH: Saved forecast.
[2025-11-16T05:13:21.501513] [INFO ] [main      ] BH: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=40.8669%)
[2025-11-16T05:13:21.501744] [INFO ] [main      ] Fetching symbol history for ASIX...
[2025-11-16T05:13:21.502013] [DEBUG] [REMOTE    ] ASIX: Fetching historical data.
[2025-11-16T05:13:21.503254] [INFO ] [main      ] Progress: 156/472 forecasts completed (33.1%). BH finished in 0.7s. ETA: 57.2s. Rate: 331.30 forecasts/min
[2025-11-16T05:13:21.516748] [DEBUG] [REMOTE    ] ASIX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:21.517523] [DEBUG] [LOCAL     ] Loaded configuration for ASIX: 4 features, N/A% accuracy
[2025-11-16T05:13:21.517721] [INFO ] [LOCAL     ] ASIX: Loaded 4 optimal features with 39.06% confidence from JSON config
[2025-11-16T05:13:21.517832] [DEBUG] [MAG       ] Building data for symbol: ASIX with lookback: 0
[2025-11-16T05:13:21.518877] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:21.519016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:21.524057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:21.525988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:21.526635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:21.527482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:21.541583] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:21.548508] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:21.643238] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2025-11-16T05:13:21.643561] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=-4.78% (Conf=42.5431%)
[2025-11-16T05:13:21.643866] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-11-16T05:13:21.643992] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-11-16T05:13:21.645004] [INFO ] [main      ] Progress: 157/472 forecasts completed (33.3%). VFC finished in 0.6s. ETA: 57.0s. Rate: 331.76 forecasts/min
[2025-11-16T05:13:21.652739] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-11-16T05:13:21.653067] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=66.3005%)
[2025-11-16T05:13:21.653578] [INFO ] [main      ] Progress: 158/472 forecasts completed (33.5%). HSBC finished in 0.8s. ETA: 56.4s. Rate: 333.77 forecasts/min
[2025-11-16T05:13:21.653828] [INFO ] [main      ] Fetching symbol history for WOLF...
[2025-11-16T05:13:21.653947] [DEBUG] [REMOTE    ] WOLF: Fetching historical data.
[2025-11-16T05:13:21.660240] [DEBUG] [REMOTE    ] TPL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:21.660933] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-11-16T05:13:21.661013] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-11-16T05:13:21.661061] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-11-16T05:13:21.662106] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:21.662594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:21.664522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:21.665231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:21.665991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:21.666942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:21.667760] [DEBUG] [REMOTE    ] WOLF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:21.668796] [DEBUG] [LOCAL     ] Loaded configuration for WOLF: 6 features, N/A% accuracy
[2025-11-16T05:13:21.668933] [INFO ] [LOCAL     ] WOLF: Loaded 6 optimal features with 46.12% confidence from JSON config
[2025-11-16T05:13:21.669040] [DEBUG] [MAG       ] Building data for symbol: WOLF with lookback: 0
[2025-11-16T05:13:21.670217] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:21.670364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:21.675464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:21.676636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:21.679538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:21.680828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:21.681687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:13:21.682462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:21.758335] [DEBUG] [MAG       ] CMG: Last date is validated at 2025-11-14
[2025-11-16T05:13:21.878925] [DEBUG] [MAG       ] ASIX: Last date is validated at 2025-11-14
[2025-11-16T05:13:21.935128] [DEBUG] [MAG       ] CMG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:22.011893] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-11-14
[2025-11-16T05:13:22.033773] [DEBUG] [MAG       ] WOLF: Last date is validated at 2025-11-14
[2025-11-16T05:13:22.053879] [DEBUG] [MAG       ] ASIX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:22.056105] [INFO ] [LOCAL     ] CMG: Saved forecast.
[2025-11-16T05:13:22.056392] [INFO ] [main      ] CMG: Signal=1 (Conf=90.0%), Magnitude=4.14% (Conf=51.9837%)
[2025-11-16T05:13:22.057012] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-11-16T05:13:22.057137] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-11-16T05:13:22.057213] [INFO ] [main      ] Progress: 159/472 forecasts completed (33.7%). CMG finished in 0.7s. ETA: 56.7s. Rate: 331.18 forecasts/min
[2025-11-16T05:13:22.072220] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:22.073131] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-11-16T05:13:22.073253] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-11-16T05:13:22.073352] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-11-16T05:13:22.074395] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:22.074534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:22.076482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:22.077216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:22.154114] [INFO ] [LOCAL     ] ASIX: Saved forecast.
[2025-11-16T05:13:22.154235] [INFO ] [main      ] ASIX: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=39.0635%)
[2025-11-16T05:13:22.154471] [INFO ] [main      ] Fetching symbol history for ASX...
[2025-11-16T05:13:22.154533] [DEBUG] [REMOTE    ] ASX: Fetching historical data.
[2025-11-16T05:13:22.155769] [INFO ] [main      ] Progress: 160/472 forecasts completed (33.9%). ASIX finished in 0.7s. ETA: 56.4s. Rate: 332.12 forecasts/min
[2025-11-16T05:13:22.170524] [DEBUG] [REMOTE    ] ASX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:22.171238] [DEBUG] [LOCAL     ] Loaded configuration for ASX: 8 features, N/A% accuracy
[2025-11-16T05:13:22.171307] [INFO ] [LOCAL     ] ASX: Loaded 8 optimal features with 56.46% confidence from JSON config
[2025-11-16T05:13:22.171345] [DEBUG] [MAG       ] Building data for symbol: ASX with lookback: 0
[2025-11-16T05:13:22.172299] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:22.172449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:22.174374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:22.175035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:22.175508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:22.178156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:22.179007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:22.179814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:13:22.181224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:13:22.186542] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:22.187445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:22.213744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:22.223121] [DEBUG] [MAG       ] WOLF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:22.395332] [INFO ] [LOCAL     ] WOLF: Saved forecast.
[2025-11-16T05:13:22.395682] [INFO ] [main      ] WOLF: Signal=1 (Conf=90.0%), Magnitude=-4.27% (Conf=46.1189%)
[2025-11-16T05:13:22.395979] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-11-16T05:13:22.396101] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-11-16T05:13:22.397099] [INFO ] [main      ] Progress: 161/472 forecasts completed (34.1%). WOLF finished in 0.7s. ETA: 56.3s. Rate: 331.43 forecasts/min
[2025-11-16T05:13:22.412512] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:22.413672] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-11-16T05:13:22.413801] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-11-16T05:13:22.413906] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-11-16T05:13:22.414928] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:22.415067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:22.420183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:22.431799] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-11-16T05:13:22.431935] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=56.96%)
[2025-11-16T05:13:22.432314] [INFO ] [main      ] Fetching symbol history for ST...
[2025-11-16T05:13:22.432382] [DEBUG] [REMOTE    ] ST: Fetching historical data.
[2025-11-16T05:13:22.433756] [INFO ] [main      ] Progress: 162/472 forecasts completed (34.3%). TPL finished in 0.8s. ETA: 55.8s. Rate: 333.07 forecasts/min
[2025-11-16T05:13:22.437038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:22.446959] [DEBUG] [REMOTE    ] ST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:22.448062] [DEBUG] [LOCAL     ] Loaded configuration for ST: 8 features, N/A% accuracy
[2025-11-16T05:13:22.448192] [INFO ] [LOCAL     ] ST: Loaded 8 optimal features with 53.12% confidence from JSON config
[2025-11-16T05:13:22.448297] [DEBUG] [MAG       ] Building data for symbol: ST with lookback: 0
[2025-11-16T05:13:22.449314] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:22.449460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:22.451405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:22.452151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:22.452727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:22.453248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:22.454181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:22.456770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:22.458205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:13:22.460892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:22.541556] [DEBUG] [MAG       ] ASX: Last date is validated at 2025-11-14
[2025-11-16T05:13:22.575204] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-11-14
[2025-11-16T05:13:22.714914] [DEBUG] [MAG       ] ASX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:22.756261] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:22.777850] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-11-14
[2025-11-16T05:13:22.807317] [INFO ] [LOCAL     ] ASX: Saved forecast.
[2025-11-16T05:13:22.807610] [INFO ] [main      ] ASX: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=56.4625%)
[2025-11-16T05:13:22.808128] [INFO ] [main      ] Fetching symbol history for ING...
[2025-11-16T05:13:22.808248] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-11-16T05:13:22.808771] [INFO ] [main      ] Progress: 163/472 forecasts completed (34.5%). ASX finished in 0.7s. ETA: 56.0s. Rate: 330.88 forecasts/min
[2025-11-16T05:13:22.811769] [DEBUG] [MAG       ] ST: Last date is validated at 2025-11-14
[2025-11-16T05:13:22.823965] [DEBUG] [REMOTE    ] ING: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:22.824882] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-11-16T05:13:22.824946] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-11-16T05:13:22.824984] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-11-16T05:13:22.825897] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:22.825979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:22.831099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:22.834252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:22.834271] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-11-16T05:13:22.834381] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=5.16% (Conf=47.3066%)
[2025-11-16T05:13:22.834898] [INFO ] [main      ] Fetching symbol history for BEN...
[2025-11-16T05:13:22.834960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:22.835135] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2025-11-16T05:13:22.835761] [INFO ] [main      ] Progress: 164/472 forecasts completed (34.7%). PAGS finished in 0.8s. ETA: 55.6s. Rate: 332.60 forecasts/min
[2025-11-16T05:13:22.836927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:22.837428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:22.838587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:22.841073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:22.850087] [DEBUG] [REMOTE    ] BEN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:22.851000] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2025-11-16T05:13:22.851064] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2025-11-16T05:13:22.851104] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2025-11-16T05:13:22.852032] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:22.852125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:22.853975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:22.854580] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:22.855022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:22.856069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:22.916928] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:22.948019] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:23.002770] [DEBUG] [MAG       ] ST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:23.083122] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-11-16T05:13:23.083485] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=63.9205%)
[2025-11-16T05:13:23.084050] [INFO ] [main      ] Fetching symbol history for AU...
[2025-11-16T05:13:23.084179] [DEBUG] [REMOTE    ] AU: Fetching historical data.
[2025-11-16T05:13:23.084117] [INFO ] [main      ] Progress: 165/472 forecasts completed (35.0%). RBLX finished in 0.7s. ETA: 55.5s. Rate: 331.85 forecasts/min
[2025-11-16T05:13:23.098573] [DEBUG] [REMOTE    ] AU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:23.099321] [DEBUG] [LOCAL     ] Loaded configuration for AU: 1 features, N/A% accuracy
[2025-11-16T05:13:23.099384] [INFO ] [LOCAL     ] AU: Loaded 1 optimal features with 53.55% confidence from JSON config
[2025-11-16T05:13:23.099422] [DEBUG] [MAG       ] Building data for symbol: AU with lookback: 0
[2025-11-16T05:13:23.100419] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:23.100671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:23.105709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:23.113848] [INFO ] [LOCAL     ] ST: Saved forecast.
[2025-11-16T05:13:23.114164] [INFO ] [main      ] ST: Signal=1 (Conf=90.0%), Magnitude=-3.21% (Conf=53.1156%)
[2025-11-16T05:13:23.114462] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-11-16T05:13:23.114586] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-11-16T05:13:23.115561] [INFO ] [main      ] Progress: 166/472 forecasts completed (35.2%). ST finished in 0.7s. ETA: 55.1s. Rate: 333.50 forecasts/min
[2025-11-16T05:13:23.129188] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:23.130272] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-11-16T05:13:23.130404] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-11-16T05:13:23.130514] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-11-16T05:13:23.131543] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:23.131712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:23.133674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:23.134375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:23.134904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:23.181357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:23.211323] [DEBUG] [MAG       ] ING: Last date is validated at 2025-11-14
[2025-11-16T05:13:23.240894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:23.280353] [DEBUG] [MAG       ] BEN: Last date is validated at 2025-11-14
[2025-11-16T05:13:23.391577] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:23.450948] [DEBUG] [MAG       ] AU: Last date is validated at 2025-11-14
[2025-11-16T05:13:23.459057] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:23.481469] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-11-16T05:13:23.481784] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=55.6873%)
[2025-11-16T05:13:23.482328] [INFO ] [main      ] Fetching symbol history for AMTB...
[2025-11-16T05:13:23.482451] [DEBUG] [REMOTE    ] AMTB: Fetching historical data.
[2025-11-16T05:13:23.482773] [INFO ] [main      ] Progress: 167/472 forecasts completed (35.4%). ING finished in 0.7s. ETA: 55.2s. Rate: 331.44 forecasts/min
[2025-11-16T05:13:23.497584] [DEBUG] [REMOTE    ] AMTB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:23.498518] [DEBUG] [LOCAL     ] Loaded configuration for AMTB: 7 features, N/A% accuracy
[2025-11-16T05:13:23.498660] [INFO ] [LOCAL     ] AMTB: Loaded 7 optimal features with 60.06% confidence from JSON config
[2025-11-16T05:13:23.498763] [DEBUG] [MAG       ] Building data for symbol: AMTB with lookback: 0
[2025-11-16T05:13:23.499854] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:23.500007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:23.505253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:23.507347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:23.508045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:23.508485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:23.509836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:23.510987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:23.513132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:23.546213] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2025-11-16T05:13:23.546520] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=-4.18% (Conf=60.7351%)
[2025-11-16T05:13:23.546804] [INFO ] [main      ] Fetching symbol history for EFR...
[2025-11-16T05:13:23.547289] [DEBUG] [REMOTE    ] EFR: Fetching historical data.
[2025-11-16T05:13:23.548507] [INFO ] [main      ] Progress: 168/472 forecasts completed (35.6%). BEN finished in 0.7s. ETA: 54.8s. Rate: 332.70 forecasts/min
[2025-11-16T05:13:23.562883] [DEBUG] [REMOTE    ] EFR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:23.563630] [DEBUG] [LOCAL     ] Loaded configuration for EFR: 3 features, N/A% accuracy
[2025-11-16T05:13:23.564074] [INFO ] [LOCAL     ] EFR: Loaded 3 optimal features with 40.54% confidence from JSON config
[2025-11-16T05:13:23.564130] [DEBUG] [MAG       ] Building data for symbol: EFR with lookback: 0
[2025-11-16T05:13:23.565250] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:23.565390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:23.570993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:23.573058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:23.573804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:23.621566] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-11-14
[2025-11-16T05:13:23.660112] [DEBUG] [MAG       ] AU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:23.810160] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:23.818460] [INFO ] [LOCAL     ] AU: Saved forecast.
[2025-11-16T05:13:23.818822] [INFO ] [main      ] AU: Signal=1 (Conf=90.0%), Magnitude=3.53% (Conf=53.551%)
[2025-11-16T05:13:23.819167] [INFO ] [main      ] Fetching symbol history for APO...
[2025-11-16T05:13:23.819602] [DEBUG] [REMOTE    ] APO: Fetching historical data.
[2025-11-16T05:13:23.821754] [INFO ] [main      ] Progress: 169/472 forecasts completed (35.8%). AU finished in 0.7s. ETA: 54.8s. Rate: 331.69 forecasts/min
[2025-11-16T05:13:23.836796] [DEBUG] [REMOTE    ] APO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:23.837800] [DEBUG] [LOCAL     ] Loaded configuration for APO: 3 features, N/A% accuracy
[2025-11-16T05:13:23.837939] [INFO ] [LOCAL     ] APO: Loaded 3 optimal features with 57.05% confidence from JSON config
[2025-11-16T05:13:23.838054] [DEBUG] [MAG       ] Building data for symbol: APO with lookback: 0
[2025-11-16T05:13:23.839351] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:23.839706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:23.845489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:23.848844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:23.863103] [DEBUG] [MAG       ] AMTB: Last date is validated at 2025-11-14
[2025-11-16T05:13:23.938502] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-11-16T05:13:23.938817] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=-3.95% (Conf=48.6796%)
[2025-11-16T05:13:23.939045] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-11-16T05:13:23.939172] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-11-16T05:13:23.939038] [DEBUG] [MAG       ] EFR: Last date is validated at 2025-11-14
[2025-11-16T05:13:23.940744] [INFO ] [main      ] Progress: 170/472 forecasts completed (36.0%). TFIN finished in 0.8s. ETA: 54.5s. Rate: 332.36 forecasts/min
[2025-11-16T05:13:23.953902] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:23.954916] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-11-16T05:13:23.955042] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-11-16T05:13:23.955148] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-11-16T05:13:23.956136] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:23.956275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:23.957082] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:23.961472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:23.962961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:13:23.965514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:24.053164] [DEBUG] [MAG       ] AMTB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:24.122014] [DEBUG] [MAG       ] EFR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:24.156724] [INFO ] [LOCAL     ] AMTB: Saved forecast.
[2025-11-16T05:13:24.157013] [INFO ] [main      ] AMTB: Signal=1 (Conf=90.0%), Magnitude=-3.83% (Conf=60.0557%)
[2025-11-16T05:13:24.157557] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-11-16T05:13:24.157700] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-11-16T05:13:24.157662] [INFO ] [main      ] Progress: 171/472 forecasts completed (36.2%). AMTB finished in 0.7s. ETA: 54.4s. Rate: 331.97 forecasts/min
[2025-11-16T05:13:24.173836] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:24.174481] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-11-16T05:13:24.174558] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-11-16T05:13:24.174605] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-11-16T05:13:24.175640] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:24.175769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:24.177043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:24.178624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:24.179951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:24.183108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:13:24.185716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:24.187599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:24.191997] [INFO ] [LOCAL     ] EFR: Saved forecast.
[2025-11-16T05:13:24.192187] [INFO ] [main      ] EFR: Signal=1 (Conf=90.0%), Magnitude=1.75% (Conf=40.5388%)
[2025-11-16T05:13:24.192724] [INFO ] [main      ] Progress: 172/472 forecasts completed (36.4%). EFR finished in 0.6s. ETA: 54.0s. Rate: 333.53 forecasts/min
[2025-11-16T05:13:24.193040] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-11-16T05:13:24.193159] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-11-16T05:13:24.207600] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:24.208587] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-11-16T05:13:24.208732] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-11-16T05:13:24.208833] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-11-16T05:13:24.209828] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:24.209961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:24.212315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:24.230049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:24.302930] [DEBUG] [MAG       ] APO: Last date is validated at 2025-11-14
[2025-11-16T05:13:24.336004] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-11-14
[2025-11-16T05:13:24.472414] [DEBUG] [MAG       ] APO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:24.515924] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:24.560343] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-11-14
[2025-11-16T05:13:24.597301] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-11-14
[2025-11-16T05:13:24.601790] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-11-16T05:13:24.602109] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=4.18% (Conf=54.6429%)
[2025-11-16T05:13:24.602405] [INFO ] [main      ] Fetching symbol history for NOV...
[2025-11-16T05:13:24.602529] [DEBUG] [REMOTE    ] NOV: Fetching historical data.
[2025-11-16T05:13:24.603029] [INFO ] [main      ] Progress: 173/472 forecasts completed (36.7%). SAFE finished in 0.7s. ETA: 54.2s. Rate: 331.08 forecasts/min
[2025-11-16T05:13:24.617490] [DEBUG] [REMOTE    ] NOV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:24.618666] [DEBUG] [LOCAL     ] Loaded configuration for NOV: 9 features, N/A% accuracy
[2025-11-16T05:13:24.618818] [INFO ] [LOCAL     ] NOV: Loaded 9 optimal features with 58.76% confidence from JSON config
[2025-11-16T05:13:24.618929] [DEBUG] [MAG       ] Building data for symbol: NOV with lookback: 0
[2025-11-16T05:13:24.619961] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:24.620117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:24.625526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:24.627873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:24.628572] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:24.629124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:24.630063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:24.632273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:24.633213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:13:24.634067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:13:24.634289] [INFO ] [LOCAL     ] APO: Saved forecast.
[2025-11-16T05:13:24.634573] [INFO ] [main      ] APO: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=57.0547%)
[2025-11-16T05:13:24.634943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:24.635133] [INFO ] [main      ] Fetching symbol history for CP...
[2025-11-16T05:13:24.635215] [DEBUG] [REMOTE    ] CP: Fetching historical data.
[2025-11-16T05:13:24.635733] [INFO ] [main      ] Progress: 174/472 forecasts completed (36.9%). APO finished in 0.8s. ETA: 53.8s. Rate: 332.64 forecasts/min
[2025-11-16T05:13:24.648949] [DEBUG] [REMOTE    ] CP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:24.649866] [DEBUG] [LOCAL     ] Loaded configuration for CP: 6 features, N/A% accuracy
[2025-11-16T05:13:24.649930] [INFO ] [LOCAL     ] CP: Loaded 6 optimal features with 52.22% confidence from JSON config
[2025-11-16T05:13:24.649966] [DEBUG] [MAG       ] Building data for symbol: CP with lookback: 0
[2025-11-16T05:13:24.650861] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:24.650941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:24.652755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:24.653483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:24.740155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:24.742674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:24.745581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:13:24.748535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:24.781559] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:24.841835] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:24.852090] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-11-16T05:13:24.852394] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=44.2832%)
[2025-11-16T05:13:24.852687] [INFO ] [main      ] Fetching symbol history for ELP...
[2025-11-16T05:13:24.853038] [DEBUG] [REMOTE    ] ELP: Fetching historical data.
[2025-11-16T05:13:24.854169] [INFO ] [main      ] Progress: 175/472 forecasts completed (37.1%). DUKB finished in 0.7s. ETA: 53.6s. Rate: 332.24 forecasts/min
[2025-11-16T05:13:24.867985] [DEBUG] [REMOTE    ] ELP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:24.869054] [DEBUG] [LOCAL     ] Loaded configuration for ELP: 6 features, N/A% accuracy
[2025-11-16T05:13:24.869180] [INFO ] [LOCAL     ] ELP: Loaded 6 optimal features with 59.78% confidence from JSON config
[2025-11-16T05:13:24.869280] [DEBUG] [MAG       ] Building data for symbol: ELP with lookback: 0
[2025-11-16T05:13:24.870258] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:24.870395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:24.875776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:24.877908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:24.878458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:24.878974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:24.879927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:24.920954] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-11-16T05:13:24.921067] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=55.8061%)
[2025-11-16T05:13:24.921529] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-11-16T05:13:24.921589] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-11-16T05:13:24.921814] [INFO ] [main      ] Progress: 176/472 forecasts completed (37.3%). QVCC finished in 0.8s. ETA: 53.3s. Rate: 333.43 forecasts/min
[2025-11-16T05:13:24.936689] [DEBUG] [REMOTE    ] HOG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:24.937329] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-11-16T05:13:24.937385] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-11-16T05:13:24.937422] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-11-16T05:13:24.938358] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:24.938752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:24.943935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:24.945999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:24.946587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:24.973473] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:24.988098] [DEBUG] [MAG       ] NOV: Last date is validated at 2025-11-14
[2025-11-16T05:13:24.994955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:24.996595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:24.998704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:25.097780] [DEBUG] [MAG       ] CP: Last date is validated at 2025-11-14
[2025-11-16T05:13:25.166795] [DEBUG] [MAG       ] NOV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:25.262968] [INFO ] [LOCAL     ] NOV: Saved forecast.
[2025-11-16T05:13:25.263267] [INFO ] [main      ] NOV: Signal=1 (Conf=90.0%), Magnitude=1.57% (Conf=58.7628%)
[2025-11-16T05:13:25.263545] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-11-16T05:13:25.263685] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-11-16T05:13:25.264992] [INFO ] [main      ] Progress: 177/472 forecasts completed (37.5%). NOV finished in 0.7s. ETA: 53.4s. Rate: 331.73 forecasts/min
[2025-11-16T05:13:25.268320] [DEBUG] [MAG       ] CP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:25.277937] [DEBUG] [REMOTE    ] ASA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:25.278888] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-11-16T05:13:25.278967] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-11-16T05:13:25.279016] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-11-16T05:13:25.279971] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:25.280185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:25.282119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:25.282827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:25.283395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:25.284469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:25.329614] [DEBUG] [MAG       ] ELP: Last date is validated at 2025-11-14
[2025-11-16T05:13:25.353322] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-11-14
[2025-11-16T05:13:25.384910] [INFO ] [LOCAL     ] CP: Saved forecast.
[2025-11-16T05:13:25.385217] [INFO ] [main      ] CP: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=52.2155%)
[2025-11-16T05:13:25.385510] [INFO ] [main      ] Fetching symbol history for ED...
[2025-11-16T05:13:25.385637] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-11-16T05:13:25.386764] [INFO ] [main      ] Progress: 178/472 forecasts completed (37.7%). CP finished in 0.7s. ETA: 53.1s. Rate: 332.34 forecasts/min
[2025-11-16T05:13:25.400596] [DEBUG] [REMOTE    ] ED: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:25.401437] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-11-16T05:13:25.401601] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-11-16T05:13:25.401750] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-11-16T05:13:25.402862] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:25.403019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:25.408868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:25.411221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:25.412569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:25.419906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:25.421441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:25.422196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:13:25.425480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:25.507569] [DEBUG] [MAG       ] ELP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:25.531700] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:25.576658] [INFO ] [LOCAL     ] ELP: Saved forecast.
[2025-11-16T05:13:25.576923] [INFO ] [main      ] ELP: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=59.7808%)
[2025-11-16T05:13:25.577203] [INFO ] [main      ] Fetching symbol history for IFF...
[2025-11-16T05:13:25.577319] [DEBUG] [REMOTE    ] IFF: Fetching historical data.
[2025-11-16T05:13:25.578758] [INFO ] [main      ] Progress: 179/472 forecasts completed (37.9%). ELP finished in 0.7s. ETA: 52.9s. Rate: 332.22 forecasts/min
[2025-11-16T05:13:25.591428] [DEBUG] [REMOTE    ] IFF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:25.592233] [DEBUG] [LOCAL     ] Loaded configuration for IFF: 7 features, N/A% accuracy
[2025-11-16T05:13:25.592349] [INFO ] [LOCAL     ] IFF: Loaded 7 optimal features with 47.89% confidence from JSON config
[2025-11-16T05:13:25.592446] [DEBUG] [MAG       ] Building data for symbol: IFF with lookback: 0
[2025-11-16T05:13:25.593374] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:25.593509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:25.598792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:25.600822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:25.601410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:25.601855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:25.602691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:25.604353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:25.605878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:25.635002] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-11-16T05:13:25.635291] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=59.3805%)
[2025-11-16T05:13:25.635572] [INFO ] [main      ] Fetching symbol history for ELS...
[2025-11-16T05:13:25.636028] [DEBUG] [REMOTE    ] ELS: Fetching historical data.
[2025-11-16T05:13:25.637753] [INFO ] [main      ] Progress: 180/472 forecasts completed (38.1%). HOG finished in 0.7s. ETA: 52.5s. Rate: 333.47 forecasts/min
[2025-11-16T05:13:25.651255] [DEBUG] [REMOTE    ] ELS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:25.652215] [DEBUG] [LOCAL     ] Loaded configuration for ELS: 2 features, N/A% accuracy
[2025-11-16T05:13:25.652401] [INFO ] [LOCAL     ] ELS: Loaded 2 optimal features with 58.56% confidence from JSON config
[2025-11-16T05:13:25.652502] [DEBUG] [MAG       ] Building data for symbol: ELS with lookback: 0
[2025-11-16T05:13:25.653837] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:25.654039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:25.659949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:13:25.661890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:25.773292] [DEBUG] [MAG       ] ED: Last date is validated at 2025-11-14
[2025-11-16T05:13:25.779061] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-11-14
[2025-11-16T05:13:25.951142] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:25.953138] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:25.956941] [DEBUG] [MAG       ] IFF: Last date is validated at 2025-11-14
[2025-11-16T05:13:26.019086] [DEBUG] [MAG       ] ELS: Last date is validated at 2025-11-14
[2025-11-16T05:13:26.061287] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-11-16T05:13:26.061592] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=55.9998%)
[2025-11-16T05:13:26.061895] [INFO ] [main      ] Fetching symbol history for GME...
[2025-11-16T05:13:26.062223] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-11-16T05:13:26.063316] [INFO ] [main      ] Progress: 181/472 forecasts completed (38.3%). ASA finished in 0.8s. ETA: 52.8s. Rate: 330.97 forecasts/min
[2025-11-16T05:13:26.065064] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-11-16T05:13:26.065342] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=64.9168%)
[2025-11-16T05:13:26.065915] [INFO ] [main      ] Fetching symbol history for BMI...
[2025-11-16T05:13:26.066047] [DEBUG] [REMOTE    ] BMI: Fetching historical data.
[2025-11-16T05:13:26.066631] [INFO ] [main      ] Progress: 182/472 forecasts completed (38.6%). ED finished in 0.7s. ETA: 52.3s. Rate: 332.77 forecasts/min
[2025-11-16T05:13:26.077497] [DEBUG] [REMOTE    ] GME: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:26.078775] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-11-16T05:13:26.078909] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-11-16T05:13:26.079014] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-11-16T05:13:26.080006] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:26.080147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:26.081171] [DEBUG] [REMOTE    ] BMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:26.082036] [DEBUG] [LOCAL     ] Loaded configuration for BMI: 9 features, N/A% accuracy
[2025-11-16T05:13:26.082106] [INFO ] [LOCAL     ] BMI: Loaded 9 optimal features with 52.82% confidence from JSON config
[2025-11-16T05:13:26.082143] [DEBUG] [MAG       ] Building data for symbol: BMI with lookback: 0
[2025-11-16T05:13:26.083086] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:26.083165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:26.085958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:26.088028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:26.088189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:26.088762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:26.089265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:26.090161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:13:26.091010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:26.092884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:26.093416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:26.094523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:26.096227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:26.097333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:13:26.098055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:26.138340] [DEBUG] [MAG       ] IFF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:26.196427] [DEBUG] [MAG       ] ELS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:26.255859] [INFO ] [LOCAL     ] IFF: Saved forecast.
[2025-11-16T05:13:26.256162] [INFO ] [main      ] IFF: Signal=1 (Conf=90.0%), Magnitude=-3.78% (Conf=47.8943%)
[2025-11-16T05:13:26.256791] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-11-16T05:13:26.256919] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-11-16T05:13:26.257755] [INFO ] [main      ] Progress: 183/472 forecasts completed (38.8%). IFF finished in 0.7s. ETA: 52.1s. Rate: 332.66 forecasts/min
[2025-11-16T05:13:26.272139] [DEBUG] [REMOTE    ] AVK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:26.273004] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-11-16T05:13:26.273154] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-11-16T05:13:26.273259] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-11-16T05:13:26.274494] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:26.274694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:26.280250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:26.383296] [INFO ] [LOCAL     ] ELS: Saved forecast.
[2025-11-16T05:13:26.383413] [INFO ] [main      ] ELS: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=58.5611%)
[2025-11-16T05:13:26.383919] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-11-16T05:13:26.383988] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-11-16T05:13:26.384757] [INFO ] [main      ] Progress: 184/472 forecasts completed (39.0%). ELS finished in 0.7s. ETA: 51.9s. Rate: 333.19 forecasts/min
[2025-11-16T05:13:26.397823] [DEBUG] [REMOTE    ] ENB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:26.398678] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-11-16T05:13:26.398744] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-11-16T05:13:26.398783] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-11-16T05:13:26.399679] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:26.399757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:26.401528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:26.402135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:26.440096] [DEBUG] [MAG       ] BMI: Last date is validated at 2025-11-14
[2025-11-16T05:13:26.444702] [DEBUG] [MAG       ] GME: Last date is validated at 2025-11-14
[2025-11-16T05:13:26.458141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:26.460303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:26.614489] [DEBUG] [MAG       ] BMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:26.618476] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:26.631832] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-11-14
[2025-11-16T05:13:26.734316] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-11-16T05:13:26.734628] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=51.0035%)
[2025-11-16T05:13:26.734935] [INFO ] [main      ] Fetching symbol history for MTDR...
[2025-11-16T05:13:26.735107] [DEBUG] [REMOTE    ] MTDR: Fetching historical data.
[2025-11-16T05:13:26.736277] [INFO ] [main      ] Progress: 185/472 forecasts completed (39.2%). GME finished in 0.7s. ETA: 51.9s. Rate: 331.49 forecasts/min
[2025-11-16T05:13:26.752829] [DEBUG] [REMOTE    ] MTDR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:26.753966] [DEBUG] [LOCAL     ] Loaded configuration for MTDR: 2 features, N/A% accuracy
[2025-11-16T05:13:26.754101] [INFO ] [LOCAL     ] MTDR: Loaded 2 optimal features with 66.14% confidence from JSON config
[2025-11-16T05:13:26.754212] [DEBUG] [MAG       ] Building data for symbol: MTDR with lookback: 0
[2025-11-16T05:13:26.755264] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:26.755639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:26.756611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:26.759717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:26.807554] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:26.809383] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-11-14
[2025-11-16T05:13:26.811982] [INFO ] [LOCAL     ] BMI: Saved forecast.
[2025-11-16T05:13:26.812290] [INFO ] [main      ] BMI: Signal=1 (Conf=90.0%), Magnitude=-4.34% (Conf=52.8178%)
[2025-11-16T05:13:26.812868] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-11-16T05:13:26.813010] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-11-16T05:13:26.813754] [INFO ] [main      ] Progress: 186/472 forecasts completed (39.4%). BMI finished in 0.7s. ETA: 51.6s. Rate: 332.51 forecasts/min
[2025-11-16T05:13:26.827695] [DEBUG] [REMOTE    ] PUK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:26.828738] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-11-16T05:13:26.828864] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-11-16T05:13:26.828968] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-11-16T05:13:26.829942] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:26.830083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:26.831945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:26.832613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:26.833122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:26.873544] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-11-16T05:13:26.873676] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=-1.78% (Conf=46.0566%)
[2025-11-16T05:13:26.873992] [INFO ] [main      ] Fetching symbol history for YOU...
[2025-11-16T05:13:26.874219] [DEBUG] [REMOTE    ] YOU: Fetching historical data.
[2025-11-16T05:13:26.875361] [INFO ] [main      ] Progress: 187/472 forecasts completed (39.6%). AVK finished in 0.6s. ETA: 51.2s. Rate: 333.69 forecasts/min
[2025-11-16T05:13:26.888707] [DEBUG] [REMOTE    ] YOU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:26.889554] [DEBUG] [LOCAL     ] Loaded configuration for YOU: 5 features, N/A% accuracy
[2025-11-16T05:13:26.889694] [INFO ] [LOCAL     ] YOU: Loaded 5 optimal features with 52.02% confidence from JSON config
[2025-11-16T05:13:26.889798] [DEBUG] [MAG       ] Building data for symbol: YOU with lookback: 0
[2025-11-16T05:13:26.890774] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:26.890908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:26.896022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:26.897347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:26.899200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:26.922327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:26.944824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:13:26.947974] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:26.984888] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:27.073764] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-11-16T05:13:27.074032] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=50.8925%)
[2025-11-16T05:13:27.074291] [INFO ] [main      ] Fetching symbol history for DRI...
[2025-11-16T05:13:27.074401] [DEBUG] [REMOTE    ] DRI: Fetching historical data.
[2025-11-16T05:13:27.075523] [INFO ] [main      ] Progress: 188/472 forecasts completed (39.8%). ENB finished in 0.7s. ETA: 51.1s. Rate: 333.48 forecasts/min
[2025-11-16T05:13:27.089232] [DEBUG] [REMOTE    ] DRI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:27.090307] [DEBUG] [LOCAL     ] Loaded configuration for DRI: 7 features, N/A% accuracy
[2025-11-16T05:13:27.090429] [INFO ] [LOCAL     ] DRI: Loaded 7 optimal features with 54.95% confidence from JSON config
[2025-11-16T05:13:27.090528] [DEBUG] [MAG       ] Building data for symbol: DRI with lookback: 0
[2025-11-16T05:13:27.091538] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:27.091697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:27.097151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:27.099182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:27.099810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:27.100352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:27.100860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:27.108059] [DEBUG] [MAG       ] MTDR: Last date is validated at 2025-11-14
[2025-11-16T05:13:27.159600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:27.160777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:27.267986] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-11-14
[2025-11-16T05:13:27.279873] [DEBUG] [MAG       ] MTDR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:27.303168] [DEBUG] [MAG       ] YOU: Last date is validated at 2025-11-14
[2025-11-16T05:13:27.405940] [INFO ] [LOCAL     ] MTDR: Saved forecast.
[2025-11-16T05:13:27.406236] [INFO ] [main      ] MTDR: Signal=1 (Conf=90.0%), Magnitude=5.03% (Conf=66.1387%)
[2025-11-16T05:13:27.406542] [INFO ] [main      ] Fetching symbol history for ZEPP...
[2025-11-16T05:13:27.406717] [DEBUG] [REMOTE    ] ZEPP: Fetching historical data.
[2025-11-16T05:13:27.407896] [INFO ] [main      ] Progress: 189/472 forecasts completed (40.0%). MTDR finished in 0.7s. ETA: 51.1s. Rate: 332.00 forecasts/min
[2025-11-16T05:13:27.421064] [DEBUG] [REMOTE    ] ZEPP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:27.421876] [DEBUG] [LOCAL     ] Loaded configuration for ZEPP: 6 features, N/A% accuracy
[2025-11-16T05:13:27.422006] [INFO ] [LOCAL     ] ZEPP: Loaded 6 optimal features with 52.48% confidence from JSON config
[2025-11-16T05:13:27.422113] [DEBUG] [MAG       ] Building data for symbol: ZEPP with lookback: 0
[2025-11-16T05:13:27.423111] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:27.423295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:27.425184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:27.425865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:27.426295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:27.427460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:27.431919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:13:27.432825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:27.436976] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:27.483625] [DEBUG] [MAG       ] YOU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:27.508301] [DEBUG] [MAG       ] DRI: Last date is validated at 2025-11-14
[2025-11-16T05:13:27.515374] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-11-16T05:13:27.515516] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=47.5106%)
[2025-11-16T05:13:27.516267] [INFO ] [main      ] Fetching symbol history for WH...
[2025-11-16T05:13:27.516346] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-11-16T05:13:27.516764] [INFO ] [main      ] Progress: 190/472 forecasts completed (40.3%). PUK finished in 0.7s. ETA: 50.9s. Rate: 332.69 forecasts/min
[2025-11-16T05:13:27.530956] [DEBUG] [REMOTE    ] WH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:27.531610] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-11-16T05:13:27.532015] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-11-16T05:13:27.532072] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-11-16T05:13:27.533031] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:27.533110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:27.533846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:13:27.536056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:27.607819] [INFO ] [LOCAL     ] YOU: Saved forecast.
[2025-11-16T05:13:27.607944] [INFO ] [main      ] YOU: Signal=1 (Conf=90.0%), Magnitude=2.77% (Conf=52.0197%)
[2025-11-16T05:13:27.608155] [INFO ] [main      ] Fetching symbol history for EVH...
[2025-11-16T05:13:27.608208] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2025-11-16T05:13:27.609761] [INFO ] [main      ] Progress: 191/472 forecasts completed (40.5%). YOU finished in 0.7s. ETA: 50.5s. Rate: 333.54 forecasts/min
[2025-11-16T05:13:27.623256] [DEBUG] [REMOTE    ] EVH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:27.624212] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2025-11-16T05:13:27.624278] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2025-11-16T05:13:27.624316] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2025-11-16T05:13:27.625343] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:27.625417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:13:27.626170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:27.627385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:27.629291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:13:27.635410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:27.691574] [DEBUG] [MAG       ] DRI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:27.779245] [DEBUG] [MAG       ] ZEPP: Last date is validated at 2025-11-14
[2025-11-16T05:13:27.846924] [INFO ] [LOCAL     ] DRI: Saved forecast.
[2025-11-16T05:13:27.847217] [INFO ] [main      ] DRI: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=54.9474%)
[2025-11-16T05:13:27.847449] [INFO ] [main      ] Fetching symbol history for BFZ...
[2025-11-16T05:13:27.847563] [DEBUG] [REMOTE    ] BFZ: Fetching historical data.
[2025-11-16T05:13:27.848524] [INFO ] [main      ] Progress: 192/472 forecasts completed (40.7%). DRI finished in 0.8s. ETA: 50.5s. Rate: 332.97 forecasts/min
[2025-11-16T05:13:27.862109] [DEBUG] [REMOTE    ] BFZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:27.862899] [DEBUG] [LOCAL     ] Loaded configuration for BFZ: 2 features, N/A% accuracy
[2025-11-16T05:13:27.863031] [INFO ] [LOCAL     ] BFZ: Loaded 2 optimal features with 47.89% confidence from JSON config
[2025-11-16T05:13:27.863129] [DEBUG] [MAG       ] Building data for symbol: BFZ with lookback: 0
[2025-11-16T05:13:27.864086] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:27.864218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:27.869300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:13:27.870667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:27.875808] [DEBUG] [MAG       ] WH: Last date is validated at 2025-11-14
[2025-11-16T05:13:27.955126] [DEBUG] [MAG       ] ZEPP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:27.994120] [DEBUG] [MAG       ] EVH: Last date is validated at 2025-11-14
[2025-11-16T05:13:28.048500] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:28.073865] [INFO ] [LOCAL     ] ZEPP: Saved forecast.
[2025-11-16T05:13:28.074145] [INFO ] [main      ] ZEPP: Signal=1 (Conf=90.0%), Magnitude=-13.90% (Conf=52.4798%)
[2025-11-16T05:13:28.074445] [INFO ] [main      ] Fetching symbol history for CUK...
[2025-11-16T05:13:28.074573] [DEBUG] [REMOTE    ] CUK: Fetching historical data.
[2025-11-16T05:13:28.075958] [INFO ] [main      ] Progress: 193/472 forecasts completed (40.9%). ZEPP finished in 0.7s. ETA: 50.3s. Rate: 332.52 forecasts/min
[2025-11-16T05:13:28.089178] [DEBUG] [REMOTE    ] CUK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:28.090038] [DEBUG] [LOCAL     ] Loaded configuration for CUK: 7 features, N/A% accuracy
[2025-11-16T05:13:28.090167] [INFO ] [LOCAL     ] CUK: Loaded 7 optimal features with 51.33% confidence from JSON config
[2025-11-16T05:13:28.090273] [DEBUG] [MAG       ] Building data for symbol: CUK with lookback: 0
[2025-11-16T05:13:28.091273] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:28.091418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:28.093334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:28.094026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:28.094521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:28.095403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:28.166484] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-11-16T05:13:28.166833] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=66.5492%)
[2025-11-16T05:13:28.167357] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-11-16T05:13:28.167439] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-11-16T05:13:28.167776] [INFO ] [main      ] Progress: 194/472 forecasts completed (41.1%). WH finished in 0.6s. ETA: 50.0s. Rate: 333.36 forecasts/min
[2025-11-16T05:13:28.175561] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:28.181611] [DEBUG] [REMOTE    ] MAA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:28.182301] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-11-16T05:13:28.182357] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-11-16T05:13:28.182393] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-11-16T05:13:28.183348] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:28.183431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:28.188442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:28.190342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:28.190910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:28.191381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:28.191842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:28.192604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:28.193492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:28.194736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:28.196195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:28.214136] [DEBUG] [MAG       ] BFZ: Last date is validated at 2025-11-14
[2025-11-16T05:13:28.224805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:28.227204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:28.228768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:28.281075] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2025-11-16T05:13:28.281371] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=-10.46% (Conf=59.8429%)
[2025-11-16T05:13:28.281566] [INFO ] [main      ] Fetching symbol history for RF...
[2025-11-16T05:13:28.281693] [DEBUG] [REMOTE    ] RF: Fetching historical data.
[2025-11-16T05:13:28.283861] [INFO ] [main      ] Progress: 195/472 forecasts completed (41.3%). EVH finished in 0.7s. ETA: 49.8s. Rate: 333.97 forecasts/min
[2025-11-16T05:13:28.294725] [DEBUG] [REMOTE    ] RF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:28.295513] [DEBUG] [LOCAL     ] Loaded configuration for RF: 6 features, N/A% accuracy
[2025-11-16T05:13:28.295582] [INFO ] [LOCAL     ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config
[2025-11-16T05:13:28.295711] [DEBUG] [MAG       ] Building data for symbol: RF with lookback: 0
[2025-11-16T05:13:28.296663] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:28.296747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:28.301718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:28.303722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:28.304267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:28.304787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:28.306487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:13:28.308603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:28.388961] [DEBUG] [MAG       ] BFZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:28.455021] [INFO ] [LOCAL     ] BFZ: Saved forecast.
[2025-11-16T05:13:28.455338] [INFO ] [main      ] BFZ: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=47.8916%)
[2025-11-16T05:13:28.455662] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-11-16T05:13:28.456066] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-11-16T05:13:28.456775] [INFO ] [main      ] Progress: 196/472 forecasts completed (41.5%). BFZ finished in 0.6s. ETA: 49.6s. Rate: 334.04 forecasts/min
[2025-11-16T05:13:28.469986] [DEBUG] [REMOTE    ] OPP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:28.471086] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-11-16T05:13:28.471203] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-11-16T05:13:28.471303] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-11-16T05:13:28.472359] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:28.472496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:28.474382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:28.475063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:28.475553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:28.477711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:28.478237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:28.480843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:28.483291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:28.484520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:13:28.485348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:28.540759] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-11-14
[2025-11-16T05:13:28.577468] [DEBUG] [MAG       ] CUK: Last date is validated at 2025-11-14
[2025-11-16T05:13:28.657426] [DEBUG] [MAG       ] RF: Last date is validated at 2025-11-14
[2025-11-16T05:13:28.717329] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:28.753558] [DEBUG] [MAG       ] CUK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:28.834153] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-11-14
[2025-11-16T05:13:28.838253] [DEBUG] [MAG       ] RF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:28.844783] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-11-16T05:13:28.845100] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=50.3857%)
[2025-11-16T05:13:28.845402] [INFO ] [main      ] Fetching symbol history for NMCO...
[2025-11-16T05:13:28.845783] [DEBUG] [REMOTE    ] NMCO: Fetching historical data.
[2025-11-16T05:13:28.847740] [INFO ] [main      ] Progress: 197/472 forecasts completed (41.7%). MAA finished in 0.7s. ETA: 49.7s. Rate: 332.05 forecasts/min
[2025-11-16T05:13:28.850211] [INFO ] [LOCAL     ] CUK: Saved forecast.
[2025-11-16T05:13:28.850479] [INFO ] [main      ] CUK: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=51.3313%)
[2025-11-16T05:13:28.850781] [INFO ] [main      ] Fetching symbol history for RGT...
[2025-11-16T05:13:28.850903] [DEBUG] [REMOTE    ] RGT: Fetching historical data.
[2025-11-16T05:13:28.852703] [INFO ] [main      ] Progress: 198/472 forecasts completed (41.9%). CUK finished in 0.8s. ETA: 49.3s. Rate: 333.69 forecasts/min
[2025-11-16T05:13:28.862023] [DEBUG] [REMOTE    ] NMCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:28.862877] [DEBUG] [LOCAL     ] Loaded configuration for NMCO: 6 features, N/A% accuracy
[2025-11-16T05:13:28.863009] [INFO ] [LOCAL     ] NMCO: Loaded 6 optimal features with 52.20% confidence from JSON config
[2025-11-16T05:13:28.863120] [DEBUG] [MAG       ] Building data for symbol: NMCO with lookback: 0
[2025-11-16T05:13:28.864159] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:28.864309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:28.866157] [DEBUG] [REMOTE    ] RGT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:28.866839] [DEBUG] [LOCAL     ] Loaded configuration for RGT: 3 features, N/A% accuracy
[2025-11-16T05:13:28.866896] [INFO ] [LOCAL     ] RGT: Loaded 3 optimal features with 55.24% confidence from JSON config
[2025-11-16T05:13:28.866934] [DEBUG] [MAG       ] Building data for symbol: RGT with lookback: 0
[2025-11-16T05:13:28.867900] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:28.867977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:28.870235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:28.871297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:28.873037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:28.873058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:28.874084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:13:28.874460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:28.877017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:28.879172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:28.880933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:28.932305] [INFO ] [LOCAL     ] RF: Saved forecast.
[2025-11-16T05:13:28.932423] [INFO ] [main      ] RF: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=51.3729%)
[2025-11-16T05:13:28.932634] [INFO ] [main      ] Fetching symbol history for MIR...
[2025-11-16T05:13:28.932985] [DEBUG] [REMOTE    ] MIR: Fetching historical data.
[2025-11-16T05:13:28.933752] [INFO ] [main      ] Progress: 199/472 forecasts completed (42.2%). RF finished in 0.7s. ETA: 49.0s. Rate: 334.61 forecasts/min
[2025-11-16T05:13:28.948101] [DEBUG] [REMOTE    ] MIR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:28.948913] [DEBUG] [LOCAL     ] Loaded configuration for MIR: 3 features, N/A% accuracy
[2025-11-16T05:13:28.948979] [INFO ] [LOCAL     ] MIR: Loaded 3 optimal features with 66.05% confidence from JSON config
[2025-11-16T05:13:28.949017] [DEBUG] [MAG       ] Building data for symbol: MIR with lookback: 0
[2025-11-16T05:13:28.949967] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:28.950059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:28.955406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:28.957505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:28.958068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:29.005233] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:29.075821] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-11-16T05:13:29.075925] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=42.6694%)
[2025-11-16T05:13:29.076112] [INFO ] [main      ] Fetching symbol history for POST...
[2025-11-16T05:13:29.076162] [DEBUG] [REMOTE    ] POST: Fetching historical data.
[2025-11-16T05:13:29.077058] [INFO ] [main      ] Progress: 200/472 forecasts completed (42.4%). OPP finished in 0.6s. ETA: 48.7s. Rate: 334.95 forecasts/min
[2025-11-16T05:13:29.088918] [DEBUG] [REMOTE    ] POST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:29.089496] [DEBUG] [LOCAL     ] Loaded configuration for POST: 5 features, N/A% accuracy
[2025-11-16T05:13:29.089549] [INFO ] [LOCAL     ] POST: Loaded 5 optimal features with 47.51% confidence from JSON config
[2025-11-16T05:13:29.089585] [DEBUG] [MAG       ] Building data for symbol: POST with lookback: 0
[2025-11-16T05:13:29.090450] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:29.090529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:29.092263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:29.092840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:29.093678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:29.094586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:29.095329] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:29.217186] [DEBUG] [MAG       ] RGT: Last date is validated at 2025-11-14
[2025-11-16T05:13:29.224479] [DEBUG] [MAG       ] NMCO: Last date is validated at 2025-11-14
[2025-11-16T05:13:29.308337] [DEBUG] [MAG       ] MIR: Last date is validated at 2025-11-14
[2025-11-16T05:13:29.387210] [DEBUG] [MAG       ] RGT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:29.400613] [DEBUG] [MAG       ] NMCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:29.438566] [DEBUG] [MAG       ] POST: Last date is validated at 2025-11-14
[2025-11-16T05:13:29.456851] [INFO ] [LOCAL     ] RGT: Saved forecast.
[2025-11-16T05:13:29.457207] [INFO ] [main      ] RGT: Signal=1 (Conf=80.0%), Magnitude=0.34% (Conf=55.2414%)
[2025-11-16T05:13:29.457762] [INFO ] [main      ] Fetching symbol history for PRG...
[2025-11-16T05:13:29.457891] [DEBUG] [REMOTE    ] PRG: Fetching historical data.
[2025-11-16T05:13:29.458738] [INFO ] [main      ] Progress: 201/472 forecasts completed (42.6%). RGT finished in 0.6s. ETA: 48.8s. Rate: 333.08 forecasts/min
[2025-11-16T05:13:29.471980] [DEBUG] [REMOTE    ] PRG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:29.472783] [DEBUG] [LOCAL     ] Loaded configuration for PRG: 3 features, N/A% accuracy
[2025-11-16T05:13:29.472840] [INFO ] [LOCAL     ] PRG: Loaded 3 optimal features with 49.83% confidence from JSON config
[2025-11-16T05:13:29.472913] [DEBUG] [MAG       ] Building data for symbol: PRG with lookback: 0
[2025-11-16T05:13:29.473210] [INFO ] [LOCAL     ] NMCO: Saved forecast.
[2025-11-16T05:13:29.473371] [INFO ] [main      ] NMCO: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=52.2036%)
[2025-11-16T05:13:29.473640] [INFO ] [main      ] Fetching symbol history for ARE...
[2025-11-16T05:13:29.473781] [DEBUG] [REMOTE    ] ARE: Fetching historical data.
[2025-11-16T05:13:29.474170] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:29.474249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:29.475694] [INFO ] [main      ] Progress: 202/472 forecasts completed (42.8%). NMCO finished in 0.6s. ETA: 48.4s. Rate: 334.58 forecasts/min
[2025-11-16T05:13:29.476581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:29.477247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:29.477750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:29.481077] [DEBUG] [MAG       ] MIR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:29.490271] [DEBUG] [REMOTE    ] ARE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:29.491102] [DEBUG] [LOCAL     ] Loaded configuration for ARE: 8 features, N/A% accuracy
[2025-11-16T05:13:29.491256] [INFO ] [LOCAL     ] ARE: Loaded 8 optimal features with 51.90% confidence from JSON config
[2025-11-16T05:13:29.491369] [DEBUG] [MAG       ] Building data for symbol: ARE with lookback: 0
[2025-11-16T05:13:29.492344] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:29.492491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:29.497535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:29.499522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:29.500189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:29.500770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:29.503312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:29.572313] [INFO ] [LOCAL     ] MIR: Saved forecast.
[2025-11-16T05:13:29.572426] [INFO ] [main      ] MIR: Signal=1 (Conf=80.0%), Magnitude=-4.18% (Conf=66.0523%)
[2025-11-16T05:13:29.572628] [INFO ] [main      ] Fetching symbol history for RXO...
[2025-11-16T05:13:29.572709] [DEBUG] [REMOTE    ] RXO: Fetching historical data.
[2025-11-16T05:13:29.575123] [INFO ] [main      ] Progress: 203/472 forecasts completed (43.0%). MIR finished in 0.6s. ETA: 48.1s. Rate: 335.31 forecasts/min
[2025-11-16T05:13:29.588311] [DEBUG] [REMOTE    ] RXO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:29.589156] [DEBUG] [LOCAL     ] Loaded configuration for RXO: 5 features, N/A% accuracy
[2025-11-16T05:13:29.589276] [INFO ] [LOCAL     ] RXO: Loaded 5 optimal features with 42.53% confidence from JSON config
[2025-11-16T05:13:29.589382] [DEBUG] [MAG       ] Building data for symbol: RXO with lookback: 0
[2025-11-16T05:13:29.590408] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:29.590598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:29.592732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:29.593444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:29.593965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:29.594748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:29.596497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:29.615436] [DEBUG] [MAG       ] POST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:29.641139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:29.642692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:29.643467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:29.732081] [INFO ] [LOCAL     ] POST: Saved forecast.
[2025-11-16T05:13:29.732384] [INFO ] [main      ] POST: Signal=1 (Conf=80.0%), Magnitude=0.99% (Conf=47.5127%)
[2025-11-16T05:13:29.732690] [INFO ] [main      ] Fetching symbol history for AQNB...
[2025-11-16T05:13:29.732814] [DEBUG] [REMOTE    ] AQNB: Fetching historical data.
[2025-11-16T05:13:29.733751] [INFO ] [main      ] Progress: 204/472 forecasts completed (43.2%). POST finished in 0.7s. ETA: 47.9s. Rate: 335.50 forecasts/min
[2025-11-16T05:13:29.746809] [DEBUG] [REMOTE    ] AQNB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:29.747714] [DEBUG] [LOCAL     ] Loaded configuration for AQNB: 0 features, N/A% accuracy
[2025-11-16T05:13:29.747834] [INFO ] [LOCAL     ] AQNB: Loaded 0 optimal features with 36.37% confidence from JSON config
[2025-11-16T05:13:29.747948] [DEBUG] [MAG       ] Building data for symbol: AQNB with lookback: 0
[2025-11-16T05:13:29.749076] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:13:29.827950] [DEBUG] [MAG       ] PRG: Last date is validated at 2025-11-14
[2025-11-16T05:13:29.953863] [DEBUG] [MAG       ] RXO: Last date is validated at 2025-11-14
[2025-11-16T05:13:29.990821] [DEBUG] [MAG       ] ARE: Last date is validated at 2025-11-14
[2025-11-16T05:13:30.001485] [DEBUG] [MAG       ] PRG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:30.101570] [DEBUG] [MAG       ] AQNB: Last date is validated at 2025-11-14
[2025-11-16T05:13:30.123689] [DEBUG] [MAG       ] RXO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:30.124724] [INFO ] [LOCAL     ] PRG: Saved forecast.
[2025-11-16T05:13:30.125018] [INFO ] [main      ] PRG: Signal=1 (Conf=80.0%), Magnitude=-4.07% (Conf=49.834%)
[2025-11-16T05:13:30.125532] [INFO ] [main      ] Fetching symbol history for EPC...
[2025-11-16T05:13:30.125684] [DEBUG] [REMOTE    ] EPC: Fetching historical data.
[2025-11-16T05:13:30.125748] [INFO ] [main      ] Progress: 205/472 forecasts completed (43.4%). PRG finished in 0.7s. ETA: 48.0s. Rate: 333.56 forecasts/min
[2025-11-16T05:13:30.140142] [DEBUG] [REMOTE    ] EPC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:30.141055] [DEBUG] [LOCAL     ] Loaded configuration for EPC: 2 features, N/A% accuracy
[2025-11-16T05:13:30.141138] [INFO ] [LOCAL     ] EPC: Loaded 2 optimal features with 51.70% confidence from JSON config
[2025-11-16T05:13:30.141187] [DEBUG] [MAG       ] Building data for symbol: EPC with lookback: 0
[2025-11-16T05:13:30.142119] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:30.142325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:30.150324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:30.151232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:30.163409] [DEBUG] [MAG       ] ARE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:30.219934] [INFO ] [LOCAL     ] RXO: Saved forecast.
[2025-11-16T05:13:30.220216] [INFO ] [main      ] RXO: Signal=1 (Conf=80.0%), Magnitude=0.30% (Conf=42.527%)
[2025-11-16T05:13:30.220477] [INFO ] [main      ] Fetching symbol history for NPFD...
[2025-11-16T05:13:30.220589] [DEBUG] [REMOTE    ] NPFD: Fetching historical data.
[2025-11-16T05:13:30.221570] [INFO ] [main      ] Progress: 206/472 forecasts completed (43.6%). RXO finished in 0.6s. ETA: 47.7s. Rate: 334.32 forecasts/min
[2025-11-16T05:13:30.234795] [DEBUG] [REMOTE    ] NPFD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:30.235848] [DEBUG] [LOCAL     ] Loaded configuration for NPFD: 3 features, N/A% accuracy
[2025-11-16T05:13:30.235968] [INFO ] [LOCAL     ] NPFD: Loaded 3 optimal features with 56.88% confidence from JSON config
[2025-11-16T05:13:30.236067] [DEBUG] [MAG       ] Building data for symbol: NPFD with lookback: 0
[2025-11-16T05:13:30.237061] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:30.237192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:30.277235] [DEBUG] [MAG       ] AQNB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:30.293998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:30.297317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:30.298710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:30.321957] [INFO ] [LOCAL     ] ARE: Saved forecast.
[2025-11-16T05:13:30.322269] [INFO ] [main      ] ARE: Signal=1 (Conf=80.0%), Magnitude=1.71% (Conf=51.8991%)
[2025-11-16T05:13:30.322547] [INFO ] [main      ] Fetching symbol history for SXC...
[2025-11-16T05:13:30.322689] [DEBUG] [REMOTE    ] SXC: Fetching historical data.
[2025-11-16T05:13:30.323766] [INFO ] [main      ] Progress: 207/472 forecasts completed (43.9%). ARE finished in 0.8s. ETA: 47.5s. Rate: 335.02 forecasts/min
[2025-11-16T05:13:30.336807] [DEBUG] [REMOTE    ] SXC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:30.337682] [DEBUG] [LOCAL     ] Loaded configuration for SXC: 6 features, N/A% accuracy
[2025-11-16T05:13:30.337809] [INFO ] [LOCAL     ] SXC: Loaded 6 optimal features with 55.46% confidence from JSON config
[2025-11-16T05:13:30.337916] [DEBUG] [MAG       ] Building data for symbol: SXC with lookback: 0
[2025-11-16T05:13:30.338479] [INFO ] [LOCAL     ] AQNB: Saved forecast.
[2025-11-16T05:13:30.338744] [INFO ] [main      ] AQNB: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=36.37%)
[2025-11-16T05:13:30.338918] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:30.339001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:30.339030] [INFO ] [main      ] Fetching symbol history for KIM...
[2025-11-16T05:13:30.339148] [DEBUG] [REMOTE    ] KIM: Fetching historical data.
[2025-11-16T05:13:30.339747] [INFO ] [main      ] Progress: 208/472 forecasts completed (44.1%). AQNB finished in 0.6s. ETA: 47.1s. Rate: 336.49 forecasts/min
[2025-11-16T05:13:30.344305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:30.346347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:30.347019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:30.347516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:30.353923] [DEBUG] [REMOTE    ] KIM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:30.354971] [DEBUG] [LOCAL     ] Loaded configuration for KIM: 5 features, N/A% accuracy
[2025-11-16T05:13:30.355096] [INFO ] [LOCAL     ] KIM: Loaded 5 optimal features with 41.42% confidence from JSON config
[2025-11-16T05:13:30.355196] [DEBUG] [MAG       ] Building data for symbol: KIM with lookback: 0
[2025-11-16T05:13:30.356230] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:30.356370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:30.361635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:30.362655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:30.363668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:30.365760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:30.367452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:30.482496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:30.483733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:30.513185] [DEBUG] [MAG       ] EPC: Last date is validated at 2025-11-14
[2025-11-16T05:13:30.664110] [DEBUG] [MAG       ] NPFD: Last date is validated at 2025-11-14
[2025-11-16T05:13:30.694891] [DEBUG] [MAG       ] EPC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:30.728932] [DEBUG] [MAG       ] KIM: Last date is validated at 2025-11-14
[2025-11-16T05:13:30.789254] [INFO ] [LOCAL     ] EPC: Saved forecast.
[2025-11-16T05:13:30.789401] [INFO ] [main      ] EPC: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=51.7032%)
[2025-11-16T05:13:30.789920] [INFO ] [main      ] Fetching symbol history for EIC...
[2025-11-16T05:13:30.790002] [DEBUG] [REMOTE    ] EIC: Fetching historical data.
[2025-11-16T05:13:30.790744] [INFO ] [main      ] Progress: 209/472 forecasts completed (44.3%). EPC finished in 0.7s. ETA: 47.2s. Rate: 334.05 forecasts/min
[2025-11-16T05:13:30.804091] [DEBUG] [REMOTE    ] EIC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:30.805120] [DEBUG] [LOCAL     ] Loaded configuration for EIC: 5 features, N/A% accuracy
[2025-11-16T05:13:30.805248] [INFO ] [LOCAL     ] EIC: Loaded 5 optimal features with 63.50% confidence from JSON config
[2025-11-16T05:13:30.805352] [DEBUG] [MAG       ] Building data for symbol: EIC with lookback: 0
[2025-11-16T05:13:30.806353] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:30.806495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:30.807558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:30.810236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:30.811135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:30.812362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:30.813786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:30.827179] [DEBUG] [MAG       ] SXC: Last date is validated at 2025-11-14
[2025-11-16T05:13:30.840896] [DEBUG] [MAG       ] NPFD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:30.918062] [DEBUG] [MAG       ] KIM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:30.921941] [INFO ] [LOCAL     ] NPFD: Saved forecast.
[2025-11-16T05:13:30.922240] [INFO ] [main      ] NPFD: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=56.8819%)
[2025-11-16T05:13:30.922525] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-11-16T05:13:30.922639] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-11-16T05:13:30.924081] [INFO ] [main      ] Progress: 210/472 forecasts completed (44.5%). NPFD finished in 0.7s. ETA: 47.0s. Rate: 334.46 forecasts/min
[2025-11-16T05:13:30.937849] [DEBUG] [REMOTE    ] CCK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:30.938611] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-11-16T05:13:30.938692] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-11-16T05:13:30.938758] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-11-16T05:13:30.939769] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:30.939868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:30.945244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:30.947174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:30.992912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:30.994708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:30.997849] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:31.000194] [DEBUG] [MAG       ] SXC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:31.007680] [INFO ] [LOCAL     ] KIM: Saved forecast.
[2025-11-16T05:13:31.007961] [INFO ] [main      ] KIM: Signal=1 (Conf=80.0%), Magnitude=1.61% (Conf=41.4241%)
[2025-11-16T05:13:31.008219] [INFO ] [main      ] Fetching symbol history for DX...
[2025-11-16T05:13:31.008332] [DEBUG] [REMOTE    ] DX: Fetching historical data.
[2025-11-16T05:13:31.009040] [INFO ] [main      ] Progress: 211/472 forecasts completed (44.7%). KIM finished in 0.7s. ETA: 46.7s. Rate: 335.29 forecasts/min
[2025-11-16T05:13:31.023346] [DEBUG] [REMOTE    ] DX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:31.024112] [DEBUG] [LOCAL     ] Loaded configuration for DX: 4 features, N/A% accuracy
[2025-11-16T05:13:31.024289] [INFO ] [LOCAL     ] DX: Loaded 4 optimal features with 57.97% confidence from JSON config
[2025-11-16T05:13:31.024400] [DEBUG] [MAG       ] Building data for symbol: DX with lookback: 0
[2025-11-16T05:13:31.025421] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:31.025633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:31.027669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:31.028388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:31.030468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:31.031655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:31.076654] [INFO ] [LOCAL     ] SXC: Saved forecast.
[2025-11-16T05:13:31.076775] [INFO ] [main      ] SXC: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=55.457%)
[2025-11-16T05:13:31.076999] [INFO ] [main      ] Fetching symbol history for CION...
[2025-11-16T05:13:31.077056] [DEBUG] [REMOTE    ] CION: Fetching historical data.
[2025-11-16T05:13:31.077666] [INFO ] [main      ] Progress: 212/472 forecasts completed (44.9%). SXC finished in 0.8s. ETA: 46.4s. Rate: 336.27 forecasts/min
[2025-11-16T05:13:31.091239] [DEBUG] [REMOTE    ] CION: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:31.091947] [DEBUG] [LOCAL     ] Loaded configuration for CION: 9 features, N/A% accuracy
[2025-11-16T05:13:31.092008] [INFO ] [LOCAL     ] CION: Loaded 9 optimal features with 41.40% confidence from JSON config
[2025-11-16T05:13:31.092045] [DEBUG] [MAG       ] Building data for symbol: CION with lookback: 0
[2025-11-16T05:13:31.092943] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:31.093025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:31.094858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:31.095448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:31.095939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:31.096376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:31.097409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:31.098777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:31.099855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:13:31.102013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:31.123048] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:31.161610] [DEBUG] [MAG       ] EIC: Last date is validated at 2025-11-14
[2025-11-16T05:13:31.331141] [DEBUG] [MAG       ] EIC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:31.352374] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-11-14
[2025-11-16T05:13:31.382990] [DEBUG] [MAG       ] DX: Last date is validated at 2025-11-14
[2025-11-16T05:13:31.405761] [INFO ] [LOCAL     ] EIC: Saved forecast.
[2025-11-16T05:13:31.406070] [INFO ] [main      ] EIC: Signal=1 (Conf=80.0%), Magnitude=-2.58% (Conf=63.503%)
[2025-11-16T05:13:31.406635] [INFO ] [main      ] Fetching symbol history for WCC...
[2025-11-16T05:13:31.406783] [DEBUG] [REMOTE    ] WCC: Fetching historical data.
[2025-11-16T05:13:31.406763] [INFO ] [main      ] Progress: 213/472 forecasts completed (45.1%). EIC finished in 0.6s. ETA: 46.4s. Rate: 334.94 forecasts/min
[2025-11-16T05:13:31.421698] [DEBUG] [REMOTE    ] WCC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:31.422654] [DEBUG] [LOCAL     ] Loaded configuration for WCC: 10 features, N/A% accuracy
[2025-11-16T05:13:31.422742] [INFO ] [LOCAL     ] WCC: Loaded 10 optimal features with 52.11% confidence from JSON config
[2025-11-16T05:13:31.422794] [DEBUG] [MAG       ] Building data for symbol: WCC with lookback: 0
[2025-11-16T05:13:31.423829] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:13:31.423931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:31.429314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:31.430281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:31.431305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:31.434002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:31.435877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:31.436451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:31.437554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:31.439442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:31.440753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:13:31.441581] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:31.465898] [DEBUG] [MAG       ] CION: Last date is validated at 2025-11-14
[2025-11-16T05:13:31.532335] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:31.552915] [DEBUG] [MAG       ] DX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:31.618978] [INFO ] [LOCAL     ] DX: Saved forecast.
[2025-11-16T05:13:31.619254] [INFO ] [main      ] DX: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=57.9653%)
[2025-11-16T05:13:31.619496] [INFO ] [main      ] Fetching symbol history for BIPH...
[2025-11-16T05:13:31.619834] [DEBUG] [REMOTE    ] BIPH: Fetching historical data.
[2025-11-16T05:13:31.620140] [INFO ] [main      ] Progress: 214/472 forecasts completed (45.3%). DX finished in 0.6s. ETA: 46.3s. Rate: 334.64 forecasts/min
[2025-11-16T05:13:31.634347] [DEBUG] [REMOTE    ] BIPH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:31.635205] [DEBUG] [LOCAL     ] Loaded configuration for BIPH: 8 features, N/A% accuracy
[2025-11-16T05:13:31.635273] [INFO ] [LOCAL     ] BIPH: Loaded 8 optimal features with 51.65% confidence from JSON config
[2025-11-16T05:13:31.635323] [DEBUG] [MAG       ] Building data for symbol: BIPH with lookback: 0
[2025-11-16T05:13:31.636374] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:31.636475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:31.641863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:31.643180] [DEBUG] [MAG       ] CION: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:31.643963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:31.644586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:31.645073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:31.650055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:31.650809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:31.652053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:31.654276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:31.665104] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-11-16T05:13:31.665351] [INFO ] [main      ] CCK: Signal=1 (Conf=80.0%), Magnitude=-4.00% (Conf=58.1949%)
[2025-11-16T05:13:31.665627] [INFO ] [main      ] Fetching symbol history for TX...
[2025-11-16T05:13:31.665983] [DEBUG] [REMOTE    ] TX: Fetching historical data.
[2025-11-16T05:13:31.667253] [INFO ] [main      ] Progress: 215/472 forecasts completed (45.6%). CCK finished in 0.7s. ETA: 45.9s. Rate: 335.79 forecasts/min
[2025-11-16T05:13:31.681724] [DEBUG] [REMOTE    ] TX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:31.682857] [DEBUG] [LOCAL     ] Loaded configuration for TX: 2 features, N/A% accuracy
[2025-11-16T05:13:31.682983] [INFO ] [LOCAL     ] TX: Loaded 2 optimal features with 54.50% confidence from JSON config
[2025-11-16T05:13:31.683086] [DEBUG] [MAG       ] Building data for symbol: TX with lookback: 0
[2025-11-16T05:13:31.684132] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:31.684272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:31.724779] [INFO ] [LOCAL     ] CION: Saved forecast.
[2025-11-16T05:13:31.725069] [INFO ] [main      ] CION: Signal=1 (Conf=80.0%), Magnitude=-1.31% (Conf=41.4013%)
[2025-11-16T05:13:31.725523] [INFO ] [main      ] Fetching symbol history for EDN...
[2025-11-16T05:13:31.725668] [DEBUG] [REMOTE    ] EDN: Fetching historical data.
[2025-11-16T05:13:31.725763] [INFO ] [main      ] Progress: 216/472 forecasts completed (45.8%). CION finished in 0.6s. ETA: 45.6s. Rate: 336.84 forecasts/min
[2025-11-16T05:13:31.738607] [DEBUG] [REMOTE    ] EDN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:31.739418] [DEBUG] [LOCAL     ] Loaded configuration for EDN: 5 features, N/A% accuracy
[2025-11-16T05:13:31.739598] [INFO ] [LOCAL     ] EDN: Loaded 5 optimal features with 62.21% confidence from JSON config
[2025-11-16T05:13:31.739728] [DEBUG] [MAG       ] Building data for symbol: EDN with lookback: 0
[2025-11-16T05:13:31.740695] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:31.740838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:31.742733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:31.743370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:31.743354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:31.744915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:31.745158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:13:31.745937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:13:31.747237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:31.801102] [DEBUG] [MAG       ] WCC: Last date is validated at 2025-11-14
[2025-11-16T05:13:31.972945] [DEBUG] [MAG       ] WCC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:32.001562] [DEBUG] [MAG       ] BIPH: Last date is validated at 2025-11-14
[2025-11-16T05:13:32.105704] [DEBUG] [MAG       ] EDN: Last date is validated at 2025-11-14
[2025-11-16T05:13:32.159565] [INFO ] [LOCAL     ] WCC: Saved forecast.
[2025-11-16T05:13:32.159888] [INFO ] [main      ] WCC: Signal=1 (Conf=80.0%), Magnitude=-2.91% (Conf=52.1099%)
[2025-11-16T05:13:32.160532] [INFO ] [main      ] Fetching symbol history for NVT...
[2025-11-16T05:13:32.160676] [DEBUG] [REMOTE    ] NVT: Fetching historical data.
[2025-11-16T05:13:32.160807] [INFO ] [main      ] Progress: 217/472 forecasts completed (46.0%). WCC finished in 0.8s. ETA: 45.7s. Rate: 334.62 forecasts/min
[2025-11-16T05:13:32.175354] [DEBUG] [REMOTE    ] NVT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:32.176187] [DEBUG] [LOCAL     ] Loaded configuration for NVT: 8 features, N/A% accuracy
[2025-11-16T05:13:32.176312] [INFO ] [LOCAL     ] NVT: Loaded 8 optimal features with 59.96% confidence from JSON config
[2025-11-16T05:13:32.176418] [DEBUG] [MAG       ] Building data for symbol: NVT with lookback: 0
[2025-11-16T05:13:32.177425] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:32.177514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:32.182428] [DEBUG] [MAG       ] BIPH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:32.182897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:32.184859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:32.185446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:32.186444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:32.203281] [DEBUG] [MAG       ] TX: Last date is validated at 2025-11-14
[2025-11-16T05:13:32.231765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:32.232681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:13:32.236963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:13:32.239850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:32.260582] [INFO ] [LOCAL     ] BIPH: Saved forecast.
[2025-11-16T05:13:32.260753] [INFO ] [main      ] BIPH: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=51.646%)
[2025-11-16T05:13:32.260974] [INFO ] [main      ] Fetching symbol history for WDH...
[2025-11-16T05:13:32.261039] [DEBUG] [REMOTE    ] WDH: Fetching historical data.
[2025-11-16T05:13:32.263759] [INFO ] [main      ] Progress: 218/472 forecasts completed (46.2%). BIPH finished in 0.6s. ETA: 45.5s. Rate: 335.27 forecasts/min
[2025-11-16T05:13:32.272591] [DEBUG] [MAG       ] EDN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:32.275317] [DEBUG] [REMOTE    ] WDH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:32.276163] [DEBUG] [LOCAL     ] Loaded configuration for WDH: 4 features, N/A% accuracy
[2025-11-16T05:13:32.276286] [INFO ] [LOCAL     ] WDH: Loaded 4 optimal features with 40.07% confidence from JSON config
[2025-11-16T05:13:32.276391] [DEBUG] [MAG       ] Building data for symbol: WDH with lookback: 0
[2025-11-16T05:13:32.277409] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:32.277548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:32.282842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:32.283864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:32.284842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:32.286049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:32.379107] [INFO ] [LOCAL     ] EDN: Saved forecast.
[2025-11-16T05:13:32.379234] [INFO ] [main      ] EDN: Signal=1 (Conf=80.0%), Magnitude=2.86% (Conf=62.2149%)
[2025-11-16T05:13:32.379418] [INFO ] [main      ] Fetching symbol history for NOTE...
[2025-11-16T05:13:32.379481] [DEBUG] [REMOTE    ] NOTE: Fetching historical data.
[2025-11-16T05:13:32.380525] [DEBUG] [MAG       ] TX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:32.380406] [INFO ] [main      ] Progress: 219/472 forecasts completed (46.4%). EDN finished in 0.7s. ETA: 45.2s. Rate: 335.81 forecasts/min
[2025-11-16T05:13:32.391592] [DEBUG] [REMOTE    ] NOTE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:32.392205] [DEBUG] [LOCAL     ] Loaded configuration for NOTE: 7 features, N/A% accuracy
[2025-11-16T05:13:32.392293] [INFO ] [LOCAL     ] NOTE: Loaded 7 optimal features with 50.65% confidence from JSON config
[2025-11-16T05:13:32.392343] [DEBUG] [MAG       ] Building data for symbol: NOTE with lookback: 0
[2025-11-16T05:13:32.393229] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:32.393326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:32.398486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:32.400412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:32.455006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:32.456957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:32.457532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:32.458757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:32.460853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:32.471170] [INFO ] [LOCAL     ] TX: Saved forecast.
[2025-11-16T05:13:32.471474] [INFO ] [main      ] TX: Signal=1 (Conf=80.0%), Magnitude=0.25% (Conf=54.498%)
[2025-11-16T05:13:32.472024] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-11-16T05:13:32.472148] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-11-16T05:13:32.472743] [INFO ] [main      ] Progress: 220/472 forecasts completed (46.6%). TX finished in 0.8s. ETA: 44.9s. Rate: 336.55 forecasts/min
[2025-11-16T05:13:32.486595] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:32.487529] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-11-16T05:13:32.487671] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-11-16T05:13:32.487789] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-11-16T05:13:32.488890] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:32.489049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:32.491060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:32.491788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:32.492285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:32.496896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:13:32.499128] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:32.586928] [DEBUG] [MAG       ] NVT: Last date is validated at 2025-11-14
[2025-11-16T05:13:32.648550] [DEBUG] [MAG       ] WDH: Last date is validated at 2025-11-14
[2025-11-16T05:13:32.757535] [DEBUG] [MAG       ] NVT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:32.796668] [DEBUG] [MAG       ] NOTE: Last date is validated at 2025-11-14
[2025-11-16T05:13:32.827747] [DEBUG] [MAG       ] WDH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:32.850704] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-11-14
[2025-11-16T05:13:32.890535] [INFO ] [LOCAL     ] NVT: Saved forecast.
[2025-11-16T05:13:32.890871] [INFO ] [main      ] NVT: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=59.9642%)
[2025-11-16T05:13:32.891524] [INFO ] [main      ] Fetching symbol history for ORC...
[2025-11-16T05:13:32.891672] [DEBUG] [REMOTE    ] ORC: Fetching historical data.
[2025-11-16T05:13:32.891748] [INFO ] [main      ] Progress: 221/472 forecasts completed (46.8%). NVT finished in 0.7s. ETA: 45.0s. Rate: 334.50 forecasts/min
[2025-11-16T05:13:32.896066] [INFO ] [LOCAL     ] WDH: Saved forecast.
[2025-11-16T05:13:32.896371] [INFO ] [main      ] WDH: Signal=1 (Conf=80.0%), Magnitude=-3.53% (Conf=40.067%)
[2025-11-16T05:13:32.896632] [INFO ] [main      ] Fetching symbol history for BBVA...
[2025-11-16T05:13:32.897125] [DEBUG] [REMOTE    ] BBVA: Fetching historical data.
[2025-11-16T05:13:32.898859] [INFO ] [main      ] Progress: 222/472 forecasts completed (47.0%). WDH finished in 0.6s. ETA: 44.6s. Rate: 335.96 forecasts/min
[2025-11-16T05:13:32.909395] [DEBUG] [REMOTE    ] ORC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:32.910295] [DEBUG] [LOCAL     ] Loaded configuration for ORC: 8 features, N/A% accuracy
[2025-11-16T05:13:32.910423] [INFO ] [LOCAL     ] ORC: Loaded 8 optimal features with 56.83% confidence from JSON config
[2025-11-16T05:13:32.910534] [DEBUG] [MAG       ] Building data for symbol: ORC with lookback: 0
[2025-11-16T05:13:32.911507] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:32.911669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:32.913169] [DEBUG] [REMOTE    ] BBVA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:32.914030] [DEBUG] [LOCAL     ] Loaded configuration for BBVA: 9 features, N/A% accuracy
[2025-11-16T05:13:32.914118] [INFO ] [LOCAL     ] BBVA: Loaded 9 optimal features with 61.67% confidence from JSON config
[2025-11-16T05:13:32.914167] [DEBUG] [MAG       ] Building data for symbol: BBVA with lookback: 0
[2025-11-16T05:13:32.915116] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:32.915330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:32.917007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:32.917282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:32.917917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:32.919355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:32.919767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:32.920052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:32.920607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:32.921124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:32.922082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:32.924767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:32.964707] [DEBUG] [MAG       ] NOTE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:32.968152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:32.969292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:32.970213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:13:32.971973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:13:32.974786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:32.976011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:33.021722] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:33.059823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:33.068516] [INFO ] [LOCAL     ] NOTE: Saved forecast.
[2025-11-16T05:13:33.068631] [INFO ] [main      ] NOTE: Signal=1 (Conf=80.0%), Magnitude=6.27% (Conf=50.6472%)
[2025-11-16T05:13:33.068835] [INFO ] [main      ] Fetching symbol history for VSH...
[2025-11-16T05:13:33.068893] [DEBUG] [REMOTE    ] VSH: Fetching historical data.
[2025-11-16T05:13:33.070750] [INFO ] [main      ] Progress: 223/472 forecasts completed (47.2%). NOTE finished in 0.7s. ETA: 44.5s. Rate: 336.01 forecasts/min
[2025-11-16T05:13:33.082101] [DEBUG] [REMOTE    ] VSH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:33.082737] [DEBUG] [LOCAL     ] Loaded configuration for VSH: 1 features, N/A% accuracy
[2025-11-16T05:13:33.082814] [INFO ] [LOCAL     ] VSH: Loaded 1 optimal features with 45.27% confidence from JSON config
[2025-11-16T05:13:33.082869] [DEBUG] [MAG       ] Building data for symbol: VSH with lookback: 0
[2025-11-16T05:13:33.083709] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:33.083797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:33.084807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:33.105349] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-11-16T05:13:33.105595] [INFO ] [main      ] FIGS: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=47.8543%)
[2025-11-16T05:13:33.105897] [INFO ] [main      ] Fetching symbol history for IAE...
[2025-11-16T05:13:33.106303] [DEBUG] [REMOTE    ] IAE: Fetching historical data.
[2025-11-16T05:13:33.107444] [INFO ] [main      ] Progress: 224/472 forecasts completed (47.5%). FIGS finished in 0.6s. ETA: 44.1s. Rate: 337.21 forecasts/min
[2025-11-16T05:13:33.120383] [DEBUG] [REMOTE    ] IAE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:33.121092] [DEBUG] [LOCAL     ] Loaded configuration for IAE: 6 features, N/A% accuracy
[2025-11-16T05:13:33.121156] [INFO ] [LOCAL     ] IAE: Loaded 6 optimal features with 36.71% confidence from JSON config
[2025-11-16T05:13:33.121192] [DEBUG] [MAG       ] Building data for symbol: IAE with lookback: 0
[2025-11-16T05:13:33.122168] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:33.122251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:33.124426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:33.125039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:33.125597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:33.126038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:33.128508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:33.130199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:33.331571] [DEBUG] [MAG       ] BBVA: Last date is validated at 2025-11-14
[2025-11-16T05:13:33.412236] [DEBUG] [MAG       ] ORC: Last date is validated at 2025-11-14
[2025-11-16T05:13:33.418264] [DEBUG] [MAG       ] VSH: Last date is validated at 2025-11-14
[2025-11-16T05:13:33.488593] [DEBUG] [MAG       ] IAE: Last date is validated at 2025-11-14
[2025-11-16T05:13:33.501016] [DEBUG] [MAG       ] BBVA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:33.586872] [DEBUG] [MAG       ] VSH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:33.587293] [DEBUG] [MAG       ] ORC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:33.589570] [INFO ] [LOCAL     ] BBVA: Saved forecast.
[2025-11-16T05:13:33.589771] [INFO ] [main      ] BBVA: Signal=1 (Conf=80.0%), Magnitude=-1.19% (Conf=61.6729%)
[2025-11-16T05:13:33.590046] [INFO ] [main      ] Fetching symbol history for NGG...
[2025-11-16T05:13:33.590470] [DEBUG] [REMOTE    ] NGG: Fetching historical data.
[2025-11-16T05:13:33.591585] [INFO ] [main      ] Progress: 225/472 forecasts completed (47.7%). BBVA finished in 0.7s. ETA: 44.3s. Rate: 334.65 forecasts/min
[2025-11-16T05:13:33.604822] [DEBUG] [REMOTE    ] NGG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:33.605880] [DEBUG] [LOCAL     ] Loaded configuration for NGG: 7 features, N/A% accuracy
[2025-11-16T05:13:33.606002] [INFO ] [LOCAL     ] NGG: Loaded 7 optimal features with 61.74% confidence from JSON config
[2025-11-16T05:13:33.606100] [DEBUG] [MAG       ] Building data for symbol: NGG with lookback: 0
[2025-11-16T05:13:33.607188] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:33.607326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:33.609259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:33.609937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:33.610424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:33.611422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:33.612116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:33.613745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:33.616621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:33.659930] [INFO ] [LOCAL     ] ORC: Saved forecast.
[2025-11-16T05:13:33.660076] [INFO ] [main      ] ORC: Signal=1 (Conf=80.0%), Magnitude=-0.67% (Conf=56.8255%)
[2025-11-16T05:13:33.660267] [INFO ] [main      ] Fetching symbol history for VPG...
[2025-11-16T05:13:33.660529] [DEBUG] [REMOTE    ] VPG: Fetching historical data.
[2025-11-16T05:13:33.661612] [INFO ] [main      ] Progress: 226/472 forecasts completed (47.9%). ORC finished in 0.8s. ETA: 44.0s. Rate: 335.55 forecasts/min
[2025-11-16T05:13:33.665060] [DEBUG] [MAG       ] IAE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:33.672608] [INFO ] [LOCAL     ] VSH: Saved forecast.
[2025-11-16T05:13:33.672907] [INFO ] [main      ] VSH: Signal=1 (Conf=80.0%), Magnitude=-10.53% (Conf=45.2703%)
[2025-11-16T05:13:33.673347] [INFO ] [main      ] Fetching symbol history for CHMI...
[2025-11-16T05:13:33.673476] [DEBUG] [REMOTE    ] CHMI: Fetching historical data.
[2025-11-16T05:13:33.673739] [INFO ] [main      ] Progress: 227/472 forecasts completed (48.1%). VSH finished in 0.6s. ETA: 43.6s. Rate: 336.94 forecasts/min
[2025-11-16T05:13:33.674381] [DEBUG] [REMOTE    ] VPG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:33.674893] [DEBUG] [LOCAL     ] Loaded configuration for VPG: 2 features, N/A% accuracy
[2025-11-16T05:13:33.675209] [INFO ] [LOCAL     ] VPG: Loaded 2 optimal features with 47.19% confidence from JSON config
[2025-11-16T05:13:33.675273] [DEBUG] [MAG       ] Building data for symbol: VPG with lookback: 0
[2025-11-16T05:13:33.676130] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:33.676340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:33.681412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:33.682775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:33.686532] [DEBUG] [REMOTE    ] CHMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:33.687175] [DEBUG] [LOCAL     ] Loaded configuration for CHMI: 8 features, N/A% accuracy
[2025-11-16T05:13:33.687237] [INFO ] [LOCAL     ] CHMI: Loaded 8 optimal features with 48.68% confidence from JSON config
[2025-11-16T05:13:33.687273] [DEBUG] [MAG       ] Building data for symbol: CHMI with lookback: 0
[2025-11-16T05:13:33.688089] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:33.688169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:33.693019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:33.694837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:33.695363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:33.695871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:33.696300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:33.697691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:33.717771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:13:33.719341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:33.732056] [INFO ] [LOCAL     ] IAE: Saved forecast.
[2025-11-16T05:13:33.732226] [INFO ] [main      ] IAE: Signal=1 (Conf=80.0%), Magnitude=-0.89% (Conf=36.7053%)
[2025-11-16T05:13:33.732777] [INFO ] [main      ] Progress: 228/472 forecasts completed (48.3%). IAE finished in 0.6s. ETA: 43.3s. Rate: 337.93 forecasts/min
[2025-11-16T05:13:33.732983] [INFO ] [main      ] Fetching symbol history for PINE...
[2025-11-16T05:13:33.733051] [DEBUG] [REMOTE    ] PINE: Fetching historical data.
[2025-11-16T05:13:33.748195] [DEBUG] [REMOTE    ] PINE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:33.749227] [DEBUG] [LOCAL     ] Loaded configuration for PINE: 6 features, N/A% accuracy
[2025-11-16T05:13:33.749319] [INFO ] [LOCAL     ] PINE: Loaded 6 optimal features with 60.75% confidence from JSON config
[2025-11-16T05:13:33.749373] [DEBUG] [MAG       ] Building data for symbol: PINE with lookback: 0
[2025-11-16T05:13:33.750365] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:33.750462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:33.755851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:33.756845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:33.758529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:33.820444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:33.823195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:33.826220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:33.961133] [DEBUG] [MAG       ] NGG: Last date is validated at 2025-11-14
[2025-11-16T05:13:34.029988] [DEBUG] [MAG       ] VPG: Last date is validated at 2025-11-14
[2025-11-16T05:13:34.060676] [DEBUG] [MAG       ] CHMI: Last date is validated at 2025-11-14
[2025-11-16T05:13:34.133735] [DEBUG] [MAG       ] NGG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:34.171493] [DEBUG] [MAG       ] PINE: Last date is validated at 2025-11-14
[2025-11-16T05:13:34.198124] [DEBUG] [MAG       ] VPG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:34.227896] [DEBUG] [MAG       ] CHMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:34.239929] [INFO ] [LOCAL     ] NGG: Saved forecast.
[2025-11-16T05:13:34.240208] [INFO ] [main      ] NGG: Signal=1 (Conf=80.0%), Magnitude=-0.87% (Conf=61.7433%)
[2025-11-16T05:13:34.240501] [INFO ] [main      ] Fetching symbol history for TAL...
[2025-11-16T05:13:34.240614] [DEBUG] [REMOTE    ] TAL: Fetching historical data.
[2025-11-16T05:13:34.241099] [INFO ] [main      ] Progress: 229/472 forecasts completed (48.5%). NGG finished in 0.6s. ETA: 43.5s. Rate: 335.20 forecasts/min
[2025-11-16T05:13:34.256527] [DEBUG] [REMOTE    ] TAL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:34.257391] [DEBUG] [LOCAL     ] Loaded configuration for TAL: 4 features, N/A% accuracy
[2025-11-16T05:13:34.257452] [INFO ] [LOCAL     ] TAL: Loaded 4 optimal features with 47.54% confidence from JSON config
[2025-11-16T05:13:34.257489] [DEBUG] [MAG       ] Building data for symbol: TAL with lookback: 0
[2025-11-16T05:13:34.258400] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:34.258479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:34.263521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:34.264431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:34.297447] [INFO ] [LOCAL     ] VPG: Saved forecast.
[2025-11-16T05:13:34.297779] [INFO ] [main      ] VPG: Signal=1 (Conf=80.0%), Magnitude=-2.59% (Conf=47.1856%)
[2025-11-16T05:13:34.298079] [INFO ] [main      ] Fetching symbol history for PACK...
[2025-11-16T05:13:34.298543] [DEBUG] [REMOTE    ] PACK: Fetching historical data.
[2025-11-16T05:13:34.300299] [INFO ] [main      ] Progress: 230/472 forecasts completed (48.7%). VPG finished in 0.6s. ETA: 43.2s. Rate: 336.18 forecasts/min
[2025-11-16T05:13:34.317183] [DEBUG] [REMOTE    ] PACK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:34.318117] [DEBUG] [LOCAL     ] Loaded configuration for PACK: 4 features, N/A% accuracy
[2025-11-16T05:13:34.318247] [INFO ] [LOCAL     ] PACK: Loaded 4 optimal features with 51.73% confidence from JSON config
[2025-11-16T05:13:34.318356] [DEBUG] [MAG       ] Building data for symbol: PACK with lookback: 0
[2025-11-16T05:13:34.319306] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:34.319449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:34.321317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:34.321982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:34.322475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:13:34.323967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:34.355436] [DEBUG] [MAG       ] PINE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:34.392277] [INFO ] [LOCAL     ] CHMI: Saved forecast.
[2025-11-16T05:13:34.392402] [INFO ] [main      ] CHMI: Signal=1 (Conf=80.0%), Magnitude=0.32% (Conf=48.6815%)
[2025-11-16T05:13:34.392669] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-11-16T05:13:34.392750] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-11-16T05:13:34.393128] [INFO ] [main      ] Progress: 231/472 forecasts completed (48.9%). CHMI finished in 0.7s. ETA: 42.9s. Rate: 336.88 forecasts/min
[2025-11-16T05:13:34.399247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:13:34.402240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:34.407459] [DEBUG] [REMOTE    ] MKC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:34.408218] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-11-16T05:13:34.408300] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-11-16T05:13:34.408351] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-11-16T05:13:34.409287] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:34.409379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:34.411249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:34.411944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:34.434467] [INFO ] [LOCAL     ] PINE: Saved forecast.
[2025-11-16T05:13:34.434702] [INFO ] [main      ] PINE: Signal=1 (Conf=80.0%), Magnitude=-2.21% (Conf=60.749%)
[2025-11-16T05:13:34.435284] [INFO ] [main      ] Fetching symbol history for AXR...
[2025-11-16T05:13:34.435417] [DEBUG] [REMOTE    ] AXR: Fetching historical data.
[2025-11-16T05:13:34.435441] [INFO ] [main      ] Progress: 232/472 forecasts completed (49.2%). PINE finished in 0.7s. ETA: 42.6s. Rate: 337.99 forecasts/min
[2025-11-16T05:13:34.449522] [DEBUG] [REMOTE    ] AXR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:34.450365] [DEBUG] [LOCAL     ] Loaded configuration for AXR: 7 features, N/A% accuracy
[2025-11-16T05:13:34.450488] [INFO ] [LOCAL     ] AXR: Loaded 7 optimal features with 61.98% confidence from JSON config
[2025-11-16T05:13:34.450589] [DEBUG] [MAG       ] Building data for symbol: AXR with lookback: 0
[2025-11-16T05:13:34.451790] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:34.451936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:34.457202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:34.457512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:34.458472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:34.461099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:34.462889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:34.464197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:34.467311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:34.468637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:34.658249] [DEBUG] [MAG       ] PACK: Last date is validated at 2025-11-14
[2025-11-16T05:13:34.772242] [DEBUG] [MAG       ] TAL: Last date is validated at 2025-11-14
[2025-11-16T05:13:34.800694] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-11-14
[2025-11-16T05:13:34.817471] [DEBUG] [MAG       ] AXR: Last date is validated at 2025-11-14
[2025-11-16T05:13:34.826888] [DEBUG] [MAG       ] PACK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:34.900761] [INFO ] [LOCAL     ] PACK: Saved forecast.
[2025-11-16T05:13:34.901079] [INFO ] [main      ] PACK: Signal=1 (Conf=80.0%), Magnitude=-3.12% (Conf=51.7257%)
[2025-11-16T05:13:34.901657] [INFO ] [main      ] Progress: 233/472 forecasts completed (49.4%). PACK finished in 0.6s. ETA: 42.7s. Rate: 335.65 forecasts/min
[2025-11-16T05:13:34.901860] [INFO ] [main      ] Fetching symbol history for SBSI...
[2025-11-16T05:13:34.901977] [DEBUG] [REMOTE    ] SBSI: Fetching historical data.
[2025-11-16T05:13:34.915094] [DEBUG] [REMOTE    ] SBSI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:34.915820] [DEBUG] [LOCAL     ] Loaded configuration for SBSI: 1 features, N/A% accuracy
[2025-11-16T05:13:34.915944] [INFO ] [LOCAL     ] SBSI: Loaded 1 optimal features with 38.01% confidence from JSON config
[2025-11-16T05:13:34.916052] [DEBUG] [MAG       ] Building data for symbol: SBSI with lookback: 0
[2025-11-16T05:13:34.916995] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:34.917138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:34.919245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:34.951976] [DEBUG] [MAG       ] TAL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:34.974219] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:34.997072] [DEBUG] [MAG       ] AXR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:35.039958] [INFO ] [LOCAL     ] TAL: Saved forecast.
[2025-11-16T05:13:35.040235] [INFO ] [main      ] TAL: Signal=1 (Conf=80.0%), Magnitude=0.39% (Conf=47.5377%)
[2025-11-16T05:13:35.040507] [INFO ] [main      ] Fetching symbol history for YALA...
[2025-11-16T05:13:35.040624] [DEBUG] [REMOTE    ] YALA: Fetching historical data.
[2025-11-16T05:13:35.041939] [INFO ] [main      ] Progress: 234/472 forecasts completed (49.6%). TAL finished in 0.8s. ETA: 42.5s. Rate: 335.96 forecasts/min
[2025-11-16T05:13:35.055116] [DEBUG] [REMOTE    ] YALA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:35.055967] [DEBUG] [LOCAL     ] Loaded configuration for YALA: 8 features, N/A% accuracy
[2025-11-16T05:13:35.056091] [INFO ] [LOCAL     ] YALA: Loaded 8 optimal features with 59.88% confidence from JSON config
[2025-11-16T05:13:35.056231] [DEBUG] [MAG       ] Building data for symbol: YALA with lookback: 0
[2025-11-16T05:13:35.057357] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:35.057500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:35.059400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:35.061690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:35.062826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:35.064571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:35.065169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:35.066930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:35.068106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:13:35.068915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:35.085847] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-11-16T05:13:35.086143] [INFO ] [main      ] MKC: Signal=1 (Conf=80.0%), Magnitude=-0.67% (Conf=61.792%)
[2025-11-16T05:13:35.086437] [INFO ] [main      ] Fetching symbol history for EVT...
[2025-11-16T05:13:35.086586] [DEBUG] [REMOTE    ] EVT: Fetching historical data.
[2025-11-16T05:13:35.087111] [INFO ] [main      ] Progress: 235/472 forecasts completed (49.8%). MKC finished in 0.7s. ETA: 42.2s. Rate: 337.03 forecasts/min
[2025-11-16T05:13:35.100869] [DEBUG] [REMOTE    ] EVT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:35.101918] [DEBUG] [LOCAL     ] Loaded configuration for EVT: 7 features, N/A% accuracy
[2025-11-16T05:13:35.102048] [INFO ] [LOCAL     ] EVT: Loaded 7 optimal features with 61.04% confidence from JSON config
[2025-11-16T05:13:35.102153] [DEBUG] [MAG       ] Building data for symbol: EVT with lookback: 0
[2025-11-16T05:13:35.103143] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:35.103297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:35.105177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:35.105862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:35.106374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:35.107405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:35.108151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:13:35.108954] [INFO ] [LOCAL     ] AXR: Saved forecast.
[2025-11-16T05:13:35.109242] [INFO ] [main      ] AXR: Signal=1 (Conf=80.0%), Magnitude=-8.90% (Conf=61.981%)
[2025-11-16T05:13:35.109611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:35.109508] [INFO ] [main      ] Fetching symbol history for PNI...
[2025-11-16T05:13:35.109955] [DEBUG] [REMOTE    ] PNI: Fetching historical data.
[2025-11-16T05:13:35.110907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:35.111736] [INFO ] [main      ] Progress: 236/472 forecasts completed (50.0%). AXR finished in 0.7s. ETA: 41.9s. Rate: 338.26 forecasts/min
[2025-11-16T05:13:35.123523] [DEBUG] [REMOTE    ] PNI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:35.124606] [DEBUG] [LOCAL     ] Loaded configuration for PNI: 1 features, N/A% accuracy
[2025-11-16T05:13:35.124750] [INFO ] [LOCAL     ] PNI: Loaded 1 optimal features with 43.41% confidence from JSON config
[2025-11-16T05:13:35.124849] [DEBUG] [MAG       ] Building data for symbol: PNI with lookback: 0
[2025-11-16T05:13:35.125912] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:35.125994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:35.131245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:35.256052] [DEBUG] [MAG       ] SBSI: Last date is validated at 2025-11-14
[2025-11-16T05:13:35.430500] [DEBUG] [MAG       ] SBSI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:35.434526] [DEBUG] [MAG       ] YALA: Last date is validated at 2025-11-14
[2025-11-16T05:13:35.453956] [DEBUG] [MAG       ] EVT: Last date is validated at 2025-11-14
[2025-11-16T05:13:35.485147] [DEBUG] [MAG       ] PNI: Last date is validated at 2025-11-14
[2025-11-16T05:13:35.521702] [INFO ] [LOCAL     ] SBSI: Saved forecast.
[2025-11-16T05:13:35.522027] [INFO ] [main      ] SBSI: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=38.0085%)
[2025-11-16T05:13:35.522477] [INFO ] [main      ] Fetching symbol history for FBK...
[2025-11-16T05:13:35.522616] [DEBUG] [REMOTE    ] FBK: Fetching historical data.
[2025-11-16T05:13:35.522783] [INFO ] [main      ] Progress: 237/472 forecasts completed (50.2%). SBSI finished in 0.6s. ETA: 41.9s. Rate: 336.39 forecasts/min
[2025-11-16T05:13:35.536976] [DEBUG] [REMOTE    ] FBK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:35.537580] [DEBUG] [LOCAL     ] Loaded configuration for FBK: 6 features, N/A% accuracy
[2025-11-16T05:13:35.537850] [INFO ] [LOCAL     ] FBK: Loaded 6 optimal features with 51.49% confidence from JSON config
[2025-11-16T05:13:35.537958] [DEBUG] [MAG       ] Building data for symbol: FBK with lookback: 0
[2025-11-16T05:13:35.540966] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:35.541050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:35.546130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:35.548090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:35.548687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:35.549172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:35.551598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:13:35.552891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:35.618259] [DEBUG] [MAG       ] YALA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:35.627474] [DEBUG] [MAG       ] EVT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:35.660433] [DEBUG] [MAG       ] PNI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:35.700310] [INFO ] [LOCAL     ] YALA: Saved forecast.
[2025-11-16T05:13:35.700601] [INFO ] [main      ] YALA: Signal=1 (Conf=80.0%), Magnitude=-1.83% (Conf=59.8824%)
[2025-11-16T05:13:35.700888] [INFO ] [main      ] Fetching symbol history for MUFG...
[2025-11-16T05:13:35.701243] [DEBUG] [REMOTE    ] MUFG: Fetching historical data.
[2025-11-16T05:13:35.702734] [INFO ] [main      ] Progress: 238/472 forecasts completed (50.4%). YALA finished in 0.7s. ETA: 41.7s. Rate: 336.38 forecasts/min
[2025-11-16T05:13:35.706325] [INFO ] [LOCAL     ] EVT: Saved forecast.
[2025-11-16T05:13:35.706628] [INFO ] [main      ] EVT: Signal=1 (Conf=80.0%), Magnitude=-0.11% (Conf=61.0381%)
[2025-11-16T05:13:35.707221] [INFO ] [main      ] Progress: 239/472 forecasts completed (50.6%). EVT finished in 0.6s. ETA: 41.4s. Rate: 337.76 forecasts/min
[2025-11-16T05:13:35.707215] [INFO ] [main      ] Fetching symbol history for RH...
[2025-11-16T05:13:35.707386] [DEBUG] [REMOTE    ] RH: Fetching historical data.
[2025-11-16T05:13:35.716571] [DEBUG] [REMOTE    ] MUFG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:35.717301] [DEBUG] [LOCAL     ] Loaded configuration for MUFG: 8 features, N/A% accuracy
[2025-11-16T05:13:35.717363] [INFO ] [LOCAL     ] MUFG: Loaded 8 optimal features with 56.38% confidence from JSON config
[2025-11-16T05:13:35.717421] [DEBUG] [MAG       ] Building data for symbol: MUFG with lookback: 0
[2025-11-16T05:13:35.718336] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:35.718430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:35.721558] [DEBUG] [REMOTE    ] RH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:35.722479] [DEBUG] [LOCAL     ] Loaded configuration for RH: 8 features, N/A% accuracy
[2025-11-16T05:13:35.722556] [INFO ] [LOCAL     ] RH: Loaded 8 optimal features with 57.78% confidence from JSON config
[2025-11-16T05:13:35.722604] [DEBUG] [MAG       ] Building data for symbol: RH with lookback: 0
[2025-11-16T05:13:35.723557] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:35.723574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:35.723673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:35.724168] [INFO ] [LOCAL     ] PNI: Saved forecast.
[2025-11-16T05:13:35.724269] [INFO ] [main      ] PNI: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=43.4107%)
[2025-11-16T05:13:35.724690] [INFO ] [main      ] Fetching symbol history for EVEX...
[2025-11-16T05:13:35.724947] [INFO ] [main      ] Progress: 240/472 forecasts completed (50.8%). PNI finished in 0.6s. ETA: 41.1s. Rate: 339.03 forecasts/min
[2025-11-16T05:13:35.724837] [DEBUG] [REMOTE    ] EVEX: Fetching historical data.
[2025-11-16T05:13:35.725522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:35.726097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:35.726776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:35.727276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:35.728666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:35.729305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:35.731265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:35.731883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:35.732380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:35.732844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:35.733984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:13:35.736209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:35.739208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:35.739289] [DEBUG] [REMOTE    ] EVEX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:35.739991] [DEBUG] [LOCAL     ] Loaded configuration for EVEX: 5 features, N/A% accuracy
[2025-11-16T05:13:35.740056] [INFO ] [LOCAL     ] EVEX: Loaded 5 optimal features with 52.12% confidence from JSON config
[2025-11-16T05:13:35.740093] [DEBUG] [MAG       ] Building data for symbol: EVEX with lookback: 0
[2025-11-16T05:13:35.741028] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:35.741108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:35.741949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:35.742984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:35.743757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:35.744435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:35.761421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:35.820293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:35.822752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:35.896923] [DEBUG] [MAG       ] FBK: Last date is validated at 2025-11-14
[2025-11-16T05:13:36.070275] [DEBUG] [MAG       ] FBK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:36.084721] [DEBUG] [MAG       ] RH: Last date is validated at 2025-11-14
[2025-11-16T05:13:36.104004] [DEBUG] [MAG       ] EVEX: Last date is validated at 2025-11-14
[2025-11-16T05:13:36.177630] [DEBUG] [MAG       ] MUFG: Last date is validated at 2025-11-14
[2025-11-16T05:13:36.186150] [INFO ] [LOCAL     ] FBK: Saved forecast.
[2025-11-16T05:13:36.186452] [INFO ] [main      ] FBK: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=51.4948%)
[2025-11-16T05:13:36.187011] [INFO ] [main      ] Fetching symbol history for WLK...
[2025-11-16T05:13:36.187140] [DEBUG] [REMOTE    ] WLK: Fetching historical data.
[2025-11-16T05:13:36.187750] [INFO ] [main      ] Progress: 241/472 forecasts completed (51.1%). FBK finished in 0.7s. ETA: 41.2s. Rate: 336.77 forecasts/min
[2025-11-16T05:13:36.203016] [DEBUG] [REMOTE    ] WLK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:36.204064] [DEBUG] [LOCAL     ] Loaded configuration for WLK: 6 features, N/A% accuracy
[2025-11-16T05:13:36.204194] [INFO ] [LOCAL     ] WLK: Loaded 6 optimal features with 50.47% confidence from JSON config
[2025-11-16T05:13:36.204299] [DEBUG] [MAG       ] Building data for symbol: WLK with lookback: 0
[2025-11-16T05:13:36.205269] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:36.205409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:36.210492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:36.212452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:36.213069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:36.213636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:36.214144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:36.217031] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:36.261537] [DEBUG] [MAG       ] RH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:36.273698] [DEBUG] [MAG       ] EVEX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:36.353707] [INFO ] [LOCAL     ] EVEX: Saved forecast.
[2025-11-16T05:13:36.353984] [INFO ] [main      ] EVEX: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=52.1231%)
[2025-11-16T05:13:36.354250] [INFO ] [main      ] Fetching symbol history for ONON...
[2025-11-16T05:13:36.354365] [DEBUG] [REMOTE    ] ONON: Fetching historical data.
[2025-11-16T05:13:36.354822] [INFO ] [main      ] Progress: 242/472 forecasts completed (51.3%). EVEX finished in 0.6s. ETA: 41.0s. Rate: 336.86 forecasts/min
[2025-11-16T05:13:36.357847] [DEBUG] [MAG       ] MUFG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:36.368981] [DEBUG] [REMOTE    ] ONON: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:36.369846] [DEBUG] [LOCAL     ] Loaded configuration for ONON: 4 features, N/A% accuracy
[2025-11-16T05:13:36.369967] [INFO ] [LOCAL     ] ONON: Loaded 4 optimal features with 48.77% confidence from JSON config
[2025-11-16T05:13:36.370063] [DEBUG] [MAG       ] Building data for symbol: ONON with lookback: 0
[2025-11-16T05:13:36.371033] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:36.371167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:36.376368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:36.377502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:36.379162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:13:36.381393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:36.443206] [INFO ] [LOCAL     ] MUFG: Saved forecast.
[2025-11-16T05:13:36.443503] [INFO ] [main      ] MUFG: Signal=1 (Conf=80.0%), Magnitude=1.02% (Conf=56.378%)
[2025-11-16T05:13:36.444049] [INFO ] [main      ] Fetching symbol history for SLG...
[2025-11-16T05:13:36.444132] [DEBUG] [REMOTE    ] SLG: Fetching historical data.
[2025-11-16T05:13:36.444319] [INFO ] [main      ] Progress: 243/472 forecasts completed (51.5%). MUFG finished in 0.7s. ETA: 40.7s. Rate: 337.55 forecasts/min
[2025-11-16T05:13:36.459955] [DEBUG] [REMOTE    ] SLG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:36.460784] [DEBUG] [LOCAL     ] Loaded configuration for SLG: 2 features, N/A% accuracy
[2025-11-16T05:13:36.460866] [INFO ] [LOCAL     ] SLG: Loaded 2 optimal features with 39.56% confidence from JSON config
[2025-11-16T05:13:36.460921] [DEBUG] [MAG       ] Building data for symbol: SLG with lookback: 0
[2025-11-16T05:13:36.462039] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:36.462131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:36.468007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:36.486888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:36.522598] [INFO ] [LOCAL     ] RH: Saved forecast.
[2025-11-16T05:13:36.522914] [INFO ] [main      ] RH: Signal=1 (Conf=80.0%), Magnitude=-1.02% (Conf=57.7813%)
[2025-11-16T05:13:36.523239] [INFO ] [main      ] Fetching symbol history for EQBK...
[2025-11-16T05:13:36.523372] [DEBUG] [REMOTE    ] EQBK: Fetching historical data.
[2025-11-16T05:13:36.524785] [INFO ] [main      ] Progress: 244/472 forecasts completed (51.7%). RH finished in 0.8s. ETA: 40.4s. Rate: 338.31 forecasts/min
[2025-11-16T05:13:36.540036] [DEBUG] [REMOTE    ] EQBK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:36.540753] [DEBUG] [LOCAL     ] Loaded configuration for EQBK: 1 features, N/A% accuracy
[2025-11-16T05:13:36.540962] [INFO ] [LOCAL     ] EQBK: Loaded 1 optimal features with 44.65% confidence from JSON config
[2025-11-16T05:13:36.541074] [DEBUG] [MAG       ] Building data for symbol: EQBK with lookback: 0
[2025-11-16T05:13:36.542119] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:36.542265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:36.546943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:36.568905] [DEBUG] [MAG       ] WLK: Last date is validated at 2025-11-14
[2025-11-16T05:13:36.727799] [DEBUG] [MAG       ] ONON: Last date is validated at 2025-11-14
[2025-11-16T05:13:36.739333] [DEBUG] [MAG       ] WLK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:36.840048] [DEBUG] [MAG       ] SLG: Last date is validated at 2025-11-14
[2025-11-16T05:13:36.875106] [INFO ] [LOCAL     ] WLK: Saved forecast.
[2025-11-16T05:13:36.875411] [INFO ] [main      ] WLK: Signal=1 (Conf=80.0%), Magnitude=-0.70% (Conf=50.4667%)
[2025-11-16T05:13:36.875929] [INFO ] [main      ] Fetching symbol history for BME...
[2025-11-16T05:13:36.876057] [DEBUG] [REMOTE    ] BME: Fetching historical data.
[2025-11-16T05:13:36.877254] [INFO ] [main      ] Progress: 245/472 forecasts completed (51.9%). WLK finished in 0.7s. ETA: 40.4s. Rate: 336.95 forecasts/min
[2025-11-16T05:13:36.890568] [DEBUG] [REMOTE    ] BME: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:36.891607] [DEBUG] [LOCAL     ] Loaded configuration for BME: 3 features, N/A% accuracy
[2025-11-16T05:13:36.891772] [INFO ] [LOCAL     ] BME: Loaded 3 optimal features with 59.45% confidence from JSON config
[2025-11-16T05:13:36.891879] [DEBUG] [MAG       ] Building data for symbol: BME with lookback: 0
[2025-11-16T05:13:36.893037] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:36.893182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:36.893706] [DEBUG] [MAG       ] EQBK: Last date is validated at 2025-11-14
[2025-11-16T05:13:36.895272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:36.895893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:36.896345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:36.902205] [DEBUG] [MAG       ] ONON: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:37.014808] [DEBUG] [MAG       ] SLG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:37.024850] [INFO ] [LOCAL     ] ONON: Saved forecast.
[2025-11-16T05:13:37.025343] [INFO ] [main      ] ONON: Signal=1 (Conf=80.0%), Magnitude=5.97% (Conf=48.7701%)
[2025-11-16T05:13:37.025974] [INFO ] [main      ] Fetching symbol history for FFWM...
[2025-11-16T05:13:37.026111] [DEBUG] [REMOTE    ] FFWM: Fetching historical data.
[2025-11-16T05:13:37.026226] [INFO ] [main      ] Progress: 246/472 forecasts completed (52.1%). ONON finished in 0.7s. ETA: 40.2s. Rate: 337.18 forecasts/min
[2025-11-16T05:13:37.040882] [DEBUG] [REMOTE    ] FFWM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:37.041842] [DEBUG] [LOCAL     ] Loaded configuration for FFWM: 3 features, N/A% accuracy
[2025-11-16T05:13:37.041906] [INFO ] [LOCAL     ] FFWM: Loaded 3 optimal features with 52.17% confidence from JSON config
[2025-11-16T05:13:37.041965] [DEBUG] [MAG       ] Building data for symbol: FFWM with lookback: 0
[2025-11-16T05:13:37.042913] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:37.043003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:37.048117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:37.052525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:13:37.054155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:37.071803] [DEBUG] [MAG       ] EQBK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:37.138356] [INFO ] [LOCAL     ] SLG: Saved forecast.
[2025-11-16T05:13:37.138471] [INFO ] [main      ] SLG: Signal=1 (Conf=80.0%), Magnitude=-2.22% (Conf=39.5624%)
[2025-11-16T05:13:37.138704] [INFO ] [main      ] Fetching symbol history for HFRO...
[2025-11-16T05:13:37.138786] [DEBUG] [REMOTE    ] HFRO: Fetching historical data.
[2025-11-16T05:13:37.139178] [INFO ] [main      ] Progress: 247/472 forecasts completed (52.3%). SLG finished in 0.7s. ETA: 40.0s. Rate: 337.68 forecasts/min
[2025-11-16T05:13:37.154146] [DEBUG] [REMOTE    ] HFRO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:37.154924] [DEBUG] [LOCAL     ] Loaded configuration for HFRO: 9 features, N/A% accuracy
[2025-11-16T05:13:37.155005] [INFO ] [LOCAL     ] HFRO: Loaded 9 optimal features with 53.71% confidence from JSON config
[2025-11-16T05:13:37.155055] [DEBUG] [MAG       ] Building data for symbol: HFRO with lookback: 0
[2025-11-16T05:13:37.156044] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:37.156263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:37.158203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:37.158900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:37.159395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:37.160422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:37.163041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:37.164159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:37.165527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:37.167682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:37.168929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:37.170210] [INFO ] [LOCAL     ] EQBK: Saved forecast.
[2025-11-16T05:13:37.170510] [INFO ] [main      ] EQBK: Signal=1 (Conf=80.0%), Magnitude=1.35% (Conf=44.6534%)
[2025-11-16T05:13:37.171087] [INFO ] [main      ] Fetching symbol history for KVYO...
[2025-11-16T05:13:37.171213] [DEBUG] [REMOTE    ] KVYO: Fetching historical data.
[2025-11-16T05:13:37.171731] [INFO ] [main      ] Progress: 248/472 forecasts completed (52.5%). EQBK finished in 0.6s. ETA: 39.7s. Rate: 338.79 forecasts/min
[2025-11-16T05:13:37.185453] [DEBUG] [REMOTE    ] KVYO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:37.186149] [DEBUG] [LOCAL     ] Loaded configuration for KVYO: 7 features, N/A% accuracy
[2025-11-16T05:13:37.186211] [INFO ] [LOCAL     ] KVYO: Loaded 7 optimal features with 47.15% confidence from JSON config
[2025-11-16T05:13:37.186248] [DEBUG] [MAG       ] Building data for symbol: KVYO with lookback: 0
[2025-11-16T05:13:37.188262] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:37.188492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:37.190691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:37.191314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:37.191817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:37.192235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:37.239119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:37.240268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:37.242284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:37.253617] [DEBUG] [MAG       ] BME: Last date is validated at 2025-11-14
[2025-11-16T05:13:37.397252] [DEBUG] [MAG       ] FFWM: Last date is validated at 2025-11-14
[2025-11-16T05:13:37.428265] [DEBUG] [MAG       ] BME: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:37.507808] [INFO ] [LOCAL     ] BME: Saved forecast.
[2025-11-16T05:13:37.508102] [INFO ] [main      ] BME: Signal=1 (Conf=80.0%), Magnitude=0.55% (Conf=59.4481%)
[2025-11-16T05:13:37.508387] [INFO ] [main      ] Fetching symbol history for BR...
[2025-11-16T05:13:37.508785] [DEBUG] [REMOTE    ] BR: Fetching historical data.
[2025-11-16T05:13:37.510753] [INFO ] [main      ] Progress: 249/472 forecasts completed (52.8%). BME finished in 0.6s. ETA: 39.6s. Rate: 337.55 forecasts/min
[2025-11-16T05:13:37.519215] [DEBUG] [MAG       ] HFRO: Last date is validated at 2025-11-14
[2025-11-16T05:13:37.524211] [DEBUG] [REMOTE    ] BR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:37.524887] [DEBUG] [LOCAL     ] Loaded configuration for BR: 2 features, N/A% accuracy
[2025-11-16T05:13:37.525012] [INFO ] [LOCAL     ] BR: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-11-16T05:13:37.525062] [DEBUG] [MAG       ] Building data for symbol: BR with lookback: 0
[2025-11-16T05:13:37.526090] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:37.526187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:37.531303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:37.573550] [DEBUG] [MAG       ] FFWM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:37.578020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:37.600603] [DEBUG] [MAG       ] KVYO: Last date is validated at 2025-11-14
[2025-11-16T05:13:37.653676] [INFO ] [LOCAL     ] FFWM: Saved forecast.
[2025-11-16T05:13:37.653972] [INFO ] [main      ] FFWM: Signal=1 (Conf=80.0%), Magnitude=0.56% (Conf=52.1657%)
[2025-11-16T05:13:37.654509] [INFO ] [main      ] Progress: 250/472 forecasts completed (53.0%). FFWM finished in 0.6s. ETA: 39.4s. Rate: 337.81 forecasts/min
[2025-11-16T05:13:37.654757] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-11-16T05:13:37.654868] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-11-16T05:13:37.669477] [DEBUG] [REMOTE    ] CIB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:37.670596] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-11-16T05:13:37.670737] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-11-16T05:13:37.670838] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-11-16T05:13:37.671910] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:37.672043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:37.674294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:13:37.676115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:37.690080] [DEBUG] [MAG       ] HFRO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:37.765811] [INFO ] [LOCAL     ] HFRO: Saved forecast.
[2025-11-16T05:13:37.765936] [INFO ] [main      ] HFRO: Signal=1 (Conf=80.0%), Magnitude=-0.35% (Conf=53.7088%)
[2025-11-16T05:13:37.766171] [INFO ] [main      ] Fetching symbol history for BILL...
[2025-11-16T05:13:37.766236] [DEBUG] [REMOTE    ] BILL: Fetching historical data.
[2025-11-16T05:13:37.767944] [INFO ] [main      ] Progress: 251/472 forecasts completed (53.2%). HFRO finished in 0.6s. ETA: 39.2s. Rate: 338.30 forecasts/min
[2025-11-16T05:13:37.781847] [DEBUG] [REMOTE    ] BILL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:37.782065] [DEBUG] [MAG       ] KVYO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:37.782795] [DEBUG] [LOCAL     ] Loaded configuration for BILL: 3 features, N/A% accuracy
[2025-11-16T05:13:37.782863] [INFO ] [LOCAL     ] BILL: Loaded 3 optimal features with 57.35% confidence from JSON config
[2025-11-16T05:13:37.782901] [DEBUG] [MAG       ] Building data for symbol: BILL with lookback: 0
[2025-11-16T05:13:37.783956] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:37.784037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:37.789492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:37.790959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:13:37.793400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:37.902187] [INFO ] [LOCAL     ] KVYO: Saved forecast.
[2025-11-16T05:13:37.902460] [INFO ] [main      ] KVYO: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=47.1482%)
[2025-11-16T05:13:37.902750] [INFO ] [main      ] Fetching symbol history for BHK...
[2025-11-16T05:13:37.902872] [DEBUG] [REMOTE    ] BHK: Fetching historical data.
[2025-11-16T05:13:37.904135] [INFO ] [main      ] Progress: 252/472 forecasts completed (53.4%). KVYO finished in 0.7s. ETA: 39.0s. Rate: 338.61 forecasts/min
[2025-11-16T05:13:37.917109] [DEBUG] [REMOTE    ] BHK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:37.917933] [DEBUG] [LOCAL     ] Loaded configuration for BHK: 5 features, N/A% accuracy
[2025-11-16T05:13:37.918057] [INFO ] [LOCAL     ] BHK: Loaded 5 optimal features with 43.11% confidence from JSON config
[2025-11-16T05:13:37.918164] [DEBUG] [MAG       ] Building data for symbol: BHK with lookback: 0
[2025-11-16T05:13:37.919113] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:37.919291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:37.921233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:37.921932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:37.921982] [DEBUG] [MAG       ] BR: Last date is validated at 2025-11-14
[2025-11-16T05:13:37.922449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:37.923213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:37.924359] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:38.028011] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-11-14
[2025-11-16T05:13:38.110509] [DEBUG] [MAG       ] BR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:38.135767] [DEBUG] [MAG       ] BILL: Last date is validated at 2025-11-14
[2025-11-16T05:13:38.203715] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:38.249255] [INFO ] [LOCAL     ] BR: Saved forecast.
[2025-11-16T05:13:38.249555] [INFO ] [main      ] BR: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=50.6952%)
[2025-11-16T05:13:38.250122] [INFO ] [main      ] Fetching symbol history for FICO...
[2025-11-16T05:13:38.250252] [DEBUG] [REMOTE    ] FICO: Fetching historical data.
[2025-11-16T05:13:38.250809] [INFO ] [main      ] Progress: 253/472 forecasts completed (53.6%). BR finished in 0.7s. ETA: 39.0s. Rate: 337.33 forecasts/min
[2025-11-16T05:13:38.265314] [DEBUG] [REMOTE    ] FICO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:38.266433] [DEBUG] [LOCAL     ] Loaded configuration for FICO: 2 features, N/A% accuracy
[2025-11-16T05:13:38.266591] [INFO ] [LOCAL     ] FICO: Loaded 2 optimal features with 45.48% confidence from JSON config
[2025-11-16T05:13:38.266728] [DEBUG] [MAG       ] Building data for symbol: FICO with lookback: 0
[2025-11-16T05:13:38.267749] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:38.267890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:38.273359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:38.276097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:38.292302] [DEBUG] [MAG       ] BHK: Last date is validated at 2025-11-14
[2025-11-16T05:13:38.314165] [DEBUG] [MAG       ] BILL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:38.319399] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-11-16T05:13:38.319703] [INFO ] [main      ] CIB: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=46.2185%)
[2025-11-16T05:13:38.319974] [INFO ] [main      ] Fetching symbol history for TXO...
[2025-11-16T05:13:38.320088] [DEBUG] [REMOTE    ] TXO: Fetching historical data.
[2025-11-16T05:13:38.320766] [INFO ] [main      ] Progress: 254/472 forecasts completed (53.8%). CIB finished in 0.7s. ETA: 38.7s. Rate: 338.14 forecasts/min
[2025-11-16T05:13:38.334574] [DEBUG] [REMOTE    ] TXO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:38.335607] [DEBUG] [LOCAL     ] Loaded configuration for TXO: 1 features, N/A% accuracy
[2025-11-16T05:13:38.335748] [INFO ] [LOCAL     ] TXO: Loaded 1 optimal features with 45.99% confidence from JSON config
[2025-11-16T05:13:38.335847] [DEBUG] [MAG       ] Building data for symbol: TXO with lookback: 0
[2025-11-16T05:13:38.337014] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:38.337147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:38.342358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:38.467740] [INFO ] [LOCAL     ] BILL: Saved forecast.
[2025-11-16T05:13:38.467898] [INFO ] [main      ] BILL: Signal=1 (Conf=80.0%), Magnitude=-1.25% (Conf=57.352%)
[2025-11-16T05:13:38.468443] [INFO ] [main      ] Fetching symbol history for FSCO...
[2025-11-16T05:13:38.468525] [DEBUG] [REMOTE    ] FSCO: Fetching historical data.
[2025-11-16T05:13:38.468763] [INFO ] [main      ] Progress: 255/472 forecasts completed (54.0%). BILL finished in 0.7s. ETA: 38.5s. Rate: 338.36 forecasts/min
[2025-11-16T05:13:38.469013] [DEBUG] [MAG       ] BHK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:38.483258] [DEBUG] [REMOTE    ] FSCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:38.484454] [DEBUG] [LOCAL     ] Loaded configuration for FSCO: 6 features, N/A% accuracy
[2025-11-16T05:13:38.484590] [INFO ] [LOCAL     ] FSCO: Loaded 6 optimal features with 63.19% confidence from JSON config
[2025-11-16T05:13:38.484718] [DEBUG] [MAG       ] Building data for symbol: FSCO with lookback: 0
[2025-11-16T05:13:38.485727] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:38.485863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:38.494712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:38.495973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:38.499231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:38.536377] [INFO ] [LOCAL     ] BHK: Saved forecast.
[2025-11-16T05:13:38.536710] [INFO ] [main      ] BHK: Signal=1 (Conf=80.0%), Magnitude=-0.37% (Conf=43.1062%)
[2025-11-16T05:13:38.537011] [INFO ] [main      ] Fetching symbol history for DD...
[2025-11-16T05:13:38.537133] [DEBUG] [REMOTE    ] DD: Fetching historical data.
[2025-11-16T05:13:38.538102] [INFO ] [main      ] Progress: 256/472 forecasts completed (54.2%). BHK finished in 0.6s. ETA: 38.2s. Rate: 339.17 forecasts/min
[2025-11-16T05:13:38.554206] [DEBUG] [REMOTE    ] DD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:38.555325] [DEBUG] [LOCAL     ] Loaded configuration for DD: 5 features, N/A% accuracy
[2025-11-16T05:13:38.555460] [INFO ] [LOCAL     ] DD: Loaded 5 optimal features with 47.29% confidence from JSON config
[2025-11-16T05:13:38.555570] [DEBUG] [MAG       ] Building data for symbol: DD with lookback: 0
[2025-11-16T05:13:38.556900] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:38.557067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:38.557578] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:13:38.559538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:38.560534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:38.560840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:13:38.561773] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:38.562037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:38.607832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:38.609263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:38.641593] [DEBUG] [MAG       ] FICO: Last date is validated at 2025-11-14
[2025-11-16T05:13:38.695684] [DEBUG] [MAG       ] TXO: Last date is validated at 2025-11-14
[2025-11-16T05:13:38.832536] [DEBUG] [MAG       ] FICO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:38.871381] [DEBUG] [MAG       ] TXO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:38.905579] [DEBUG] [MAG       ] FSCO: Last date is validated at 2025-11-14
[2025-11-16T05:13:38.952292] [INFO ] [LOCAL     ] TXO: Saved forecast.
[2025-11-16T05:13:38.952587] [INFO ] [main      ] TXO: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=45.9855%)
[2025-11-16T05:13:38.952897] [INFO ] [main      ] Fetching symbol history for WHG...
[2025-11-16T05:13:38.953011] [DEBUG] [REMOTE    ] WHG: Fetching historical data.
[2025-11-16T05:13:38.954772] [INFO ] [main      ] Progress: 257/472 forecasts completed (54.4%). TXO finished in 0.6s. ETA: 38.2s. Rate: 337.39 forecasts/min
[2025-11-16T05:13:38.963877] [DEBUG] [MAG       ] DD: Last date is validated at 2025-11-14
[2025-11-16T05:13:38.968561] [DEBUG] [REMOTE    ] WHG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:38.969303] [DEBUG] [LOCAL     ] Loaded configuration for WHG: 1 features, N/A% accuracy
[2025-11-16T05:13:38.969375] [INFO ] [LOCAL     ] WHG: Loaded 1 optimal features with 54.38% confidence from JSON config
[2025-11-16T05:13:38.969416] [DEBUG] [MAG       ] Building data for symbol: WHG with lookback: 0
[2025-11-16T05:13:38.970396] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:38.970474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:38.973291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:39.084437] [DEBUG] [MAG       ] FSCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:39.108840] [INFO ] [LOCAL     ] FICO: Saved forecast.
[2025-11-16T05:13:39.109146] [INFO ] [main      ] FICO: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=45.4781%)
[2025-11-16T05:13:39.109670] [INFO ] [main      ] Fetching symbol history for ASGI...
[2025-11-16T05:13:39.109798] [DEBUG] [REMOTE    ] ASGI: Fetching historical data.
[2025-11-16T05:13:39.109765] [INFO ] [main      ] Progress: 258/472 forecasts completed (54.7%). FICO finished in 0.9s. ETA: 38.0s. Rate: 337.56 forecasts/min
[2025-11-16T05:13:39.124919] [DEBUG] [REMOTE    ] ASGI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:39.125605] [DEBUG] [LOCAL     ] Loaded configuration for ASGI: 6 features, N/A% accuracy
[2025-11-16T05:13:39.125699] [INFO ] [LOCAL     ] ASGI: Loaded 6 optimal features with 55.43% confidence from JSON config
[2025-11-16T05:13:39.125764] [DEBUG] [MAG       ] Building data for symbol: ASGI with lookback: 0
[2025-11-16T05:13:39.126768] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:39.126993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:39.132481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:39.133756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:39.136415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:39.138590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:39.139406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:13:39.143575] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:39.144209] [DEBUG] [MAG       ] DD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:39.158290] [INFO ] [LOCAL     ] FSCO: Saved forecast.
[2025-11-16T05:13:39.158442] [INFO ] [main      ] FSCO: Signal=1 (Conf=80.0%), Magnitude=-2.99% (Conf=63.1907%)
[2025-11-16T05:13:39.158686] [INFO ] [main      ] Fetching symbol history for ONL...
[2025-11-16T05:13:39.158759] [DEBUG] [REMOTE    ] ONL: Fetching historical data.
[2025-11-16T05:13:39.159987] [INFO ] [main      ] Progress: 259/472 forecasts completed (54.9%). FSCO finished in 0.7s. ETA: 37.8s. Rate: 338.50 forecasts/min
[2025-11-16T05:13:39.174375] [DEBUG] [REMOTE    ] ONL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:39.175242] [DEBUG] [LOCAL     ] Loaded configuration for ONL: 8 features, N/A% accuracy
[2025-11-16T05:13:39.175372] [INFO ] [LOCAL     ] ONL: Loaded 8 optimal features with 56.95% confidence from JSON config
[2025-11-16T05:13:39.175745] [DEBUG] [MAG       ] Building data for symbol: ONL with lookback: 0
[2025-11-16T05:13:39.176824] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:39.176990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:39.182712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:39.184950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:39.185573] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:39.186096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:39.187157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:39.188481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:39.190707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:13:39.194992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:39.260511] [INFO ] [LOCAL     ] DD: Saved forecast.
[2025-11-16T05:13:39.260815] [INFO ] [main      ] DD: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=47.2909%)
[2025-11-16T05:13:39.261098] [INFO ] [main      ] Fetching symbol history for EE...
[2025-11-16T05:13:39.261221] [DEBUG] [REMOTE    ] EE: Fetching historical data.
[2025-11-16T05:13:39.262863] [INFO ] [main      ] Progress: 260/472 forecasts completed (55.1%). DD finished in 0.7s. ETA: 37.5s. Rate: 339.04 forecasts/min
[2025-11-16T05:13:39.275830] [DEBUG] [REMOTE    ] EE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:39.276886] [DEBUG] [LOCAL     ] Loaded configuration for EE: 5 features, N/A% accuracy
[2025-11-16T05:13:39.277040] [INFO ] [LOCAL     ] EE: Loaded 5 optimal features with 50.91% confidence from JSON config
[2025-11-16T05:13:39.277148] [DEBUG] [MAG       ] Building data for symbol: EE with lookback: 0
[2025-11-16T05:13:39.278143] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:39.278300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:39.280214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:39.280967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:39.281592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:39.282145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:39.284134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:39.332673] [DEBUG] [MAG       ] WHG: Last date is validated at 2025-11-14
[2025-11-16T05:13:39.500215] [DEBUG] [MAG       ] ASGI: Last date is validated at 2025-11-14
[2025-11-16T05:13:39.506047] [DEBUG] [MAG       ] WHG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:39.550708] [DEBUG] [MAG       ] ONL: Last date is validated at 2025-11-14
[2025-11-16T05:13:39.583878] [INFO ] [LOCAL     ] WHG: Saved forecast.
[2025-11-16T05:13:39.584174] [INFO ] [main      ] WHG: Signal=1 (Conf=80.0%), Magnitude=-0.83% (Conf=54.3793%)
[2025-11-16T05:13:39.584446] [INFO ] [main      ] Fetching symbol history for OPFI...
[2025-11-16T05:13:39.584562] [DEBUG] [REMOTE    ] OPFI: Fetching historical data.
[2025-11-16T05:13:39.585810] [INFO ] [main      ] Progress: 261/472 forecasts completed (55.3%). WHG finished in 0.6s. ETA: 37.5s. Rate: 337.97 forecasts/min
[2025-11-16T05:13:39.600089] [DEBUG] [REMOTE    ] OPFI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:39.601191] [DEBUG] [LOCAL     ] Loaded configuration for OPFI: 2 features, N/A% accuracy
[2025-11-16T05:13:39.601322] [INFO ] [LOCAL     ] OPFI: Loaded 2 optimal features with 49.26% confidence from JSON config
[2025-11-16T05:13:39.601424] [DEBUG] [MAG       ] Building data for symbol: OPFI with lookback: 0
[2025-11-16T05:13:39.602717] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:39.602853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:39.608287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:39.609295] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:39.632042] [DEBUG] [MAG       ] EE: Last date is validated at 2025-11-14
[2025-11-16T05:13:39.676788] [DEBUG] [MAG       ] ASGI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:39.722963] [DEBUG] [MAG       ] ONL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:39.757883] [INFO ] [LOCAL     ] ASGI: Saved forecast.
[2025-11-16T05:13:39.758171] [INFO ] [main      ] ASGI: Signal=1 (Conf=80.0%), Magnitude=1.48% (Conf=55.4339%)
[2025-11-16T05:13:39.758736] [INFO ] [main      ] Fetching symbol history for CMPO...
[2025-11-16T05:13:39.758774] [INFO ] [main      ] Progress: 262/472 forecasts completed (55.5%). ASGI finished in 0.6s. ETA: 37.3s. Rate: 338.01 forecasts/min
[2025-11-16T05:13:39.758921] [DEBUG] [REMOTE    ] CMPO: Fetching historical data.
[2025-11-16T05:13:39.774114] [DEBUG] [REMOTE    ] CMPO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:39.774801] [DEBUG] [LOCAL     ] Loaded configuration for CMPO: 3 features, N/A% accuracy
[2025-11-16T05:13:39.774864] [INFO ] [LOCAL     ] CMPO: Loaded 3 optimal features with 40.22% confidence from JSON config
[2025-11-16T05:13:39.774908] [DEBUG] [MAG       ] Building data for symbol: CMPO with lookback: 0
[2025-11-16T05:13:39.775846] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:39.776107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:39.781215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:39.782318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:39.783290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:39.802858] [INFO ] [LOCAL     ] ONL: Saved forecast.
[2025-11-16T05:13:39.803159] [INFO ] [main      ] ONL: Signal=1 (Conf=80.0%), Magnitude=-4.79% (Conf=56.9528%)
[2025-11-16T05:13:39.803430] [INFO ] [main      ] Fetching symbol history for AWF...
[2025-11-16T05:13:39.803545] [DEBUG] [REMOTE    ] AWF: Fetching historical data.
[2025-11-16T05:13:39.804751] [INFO ] [main      ] Progress: 263/472 forecasts completed (55.7%). ONL finished in 0.6s. ETA: 37.0s. Rate: 338.96 forecasts/min
[2025-11-16T05:13:39.810115] [DEBUG] [MAG       ] EE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:39.818551] [DEBUG] [REMOTE    ] AWF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:39.819487] [DEBUG] [LOCAL     ] Loaded configuration for AWF: 6 features, N/A% accuracy
[2025-11-16T05:13:39.819609] [INFO ] [LOCAL     ] AWF: Loaded 6 optimal features with 38.91% confidence from JSON config
[2025-11-16T05:13:39.819733] [DEBUG] [MAG       ] Building data for symbol: AWF with lookback: 0
[2025-11-16T05:13:39.820708] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:39.820840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:39.822783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:39.823455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:39.823976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:39.826556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:39.873611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:39.875031] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:39.906598] [INFO ] [LOCAL     ] EE: Saved forecast.
[2025-11-16T05:13:39.906909] [INFO ] [main      ] EE: Signal=1 (Conf=80.0%), Magnitude=4.20% (Conf=50.9074%)
[2025-11-16T05:13:39.907248] [INFO ] [main      ] Fetching symbol history for DSM...
[2025-11-16T05:13:39.907388] [DEBUG] [REMOTE    ] DSM: Fetching historical data.
[2025-11-16T05:13:39.908709] [INFO ] [main      ] Progress: 264/472 forecasts completed (55.9%). EE finished in 0.6s. ETA: 36.8s. Rate: 339.49 forecasts/min
[2025-11-16T05:13:39.921633] [DEBUG] [REMOTE    ] DSM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:39.922488] [DEBUG] [LOCAL     ] Loaded configuration for DSM: 6 features, N/A% accuracy
[2025-11-16T05:13:39.922618] [INFO ] [LOCAL     ] DSM: Loaded 6 optimal features with 39.76% confidence from JSON config
[2025-11-16T05:13:39.922746] [DEBUG] [MAG       ] Building data for symbol: DSM with lookback: 0
[2025-11-16T05:13:39.923733] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:39.923880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:39.929433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:39.931901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:39.932523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:39.933303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:39.934490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:13:39.935838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:39.963677] [DEBUG] [MAG       ] OPFI: Last date is validated at 2025-11-14
[2025-11-16T05:13:40.136701] [DEBUG] [MAG       ] CMPO: Last date is validated at 2025-11-14
[2025-11-16T05:13:40.153297] [DEBUG] [MAG       ] OPFI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:40.228414] [DEBUG] [MAG       ] AWF: Last date is validated at 2025-11-14
[2025-11-16T05:13:40.240995] [INFO ] [LOCAL     ] OPFI: Saved forecast.
[2025-11-16T05:13:40.241323] [INFO ] [main      ] OPFI: Signal=1 (Conf=80.0%), Magnitude=2.03% (Conf=49.2598%)
[2025-11-16T05:13:40.241659] [INFO ] [main      ] Fetching symbol history for KGC...
[2025-11-16T05:13:40.241788] [DEBUG] [REMOTE    ] KGC: Fetching historical data.
[2025-11-16T05:13:40.243328] [INFO ] [main      ] Progress: 265/472 forecasts completed (56.1%). OPFI finished in 0.7s. ETA: 36.7s. Rate: 338.35 forecasts/min
[2025-11-16T05:13:40.257299] [DEBUG] [REMOTE    ] KGC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:40.258105] [DEBUG] [LOCAL     ] Loaded configuration for KGC: 4 features, N/A% accuracy
[2025-11-16T05:13:40.258224] [INFO ] [LOCAL     ] KGC: Loaded 4 optimal features with 53.36% confidence from JSON config
[2025-11-16T05:13:40.258320] [DEBUG] [MAG       ] Building data for symbol: KGC with lookback: 0
[2025-11-16T05:13:40.259321] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:40.259454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:40.264912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:40.266870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:40.267463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:40.267951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:40.320562] [DEBUG] [MAG       ] DSM: Last date is validated at 2025-11-14
[2025-11-16T05:13:40.328948] [DEBUG] [MAG       ] CMPO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:40.403986] [DEBUG] [MAG       ] AWF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:40.425470] [INFO ] [LOCAL     ] CMPO: Saved forecast.
[2025-11-16T05:13:40.425788] [INFO ] [main      ] CMPO: Signal=1 (Conf=80.0%), Magnitude=-3.29% (Conf=40.2219%)
[2025-11-16T05:13:40.426211] [INFO ] [main      ] Fetching symbol history for PKG...
[2025-11-16T05:13:40.426627] [DEBUG] [REMOTE    ] PKG: Fetching historical data.
[2025-11-16T05:13:40.426929] [INFO ] [main      ] Progress: 266/472 forecasts completed (56.4%). CMPO finished in 0.7s. ETA: 36.5s. Rate: 338.31 forecasts/min
[2025-11-16T05:13:40.442244] [DEBUG] [REMOTE    ] PKG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:40.443181] [DEBUG] [LOCAL     ] Loaded configuration for PKG: 7 features, N/A% accuracy
[2025-11-16T05:13:40.443380] [INFO ] [LOCAL     ] PKG: Loaded 7 optimal features with 53.08% confidence from JSON config
[2025-11-16T05:13:40.443519] [DEBUG] [MAG       ] Building data for symbol: PKG with lookback: 0
[2025-11-16T05:13:40.444810] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:40.444901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:40.450719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:40.452790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:40.453330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:40.453848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:40.454849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:40.456176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:40.475018] [INFO ] [LOCAL     ] AWF: Saved forecast.
[2025-11-16T05:13:40.475302] [INFO ] [main      ] AWF: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=38.9094%)
[2025-11-16T05:13:40.475566] [INFO ] [main      ] Fetching symbol history for PRO...
[2025-11-16T05:13:40.475947] [DEBUG] [REMOTE    ] PRO: Fetching historical data.
[2025-11-16T05:13:40.476754] [INFO ] [main      ] Progress: 267/472 forecasts completed (56.6%). AWF finished in 0.7s. ETA: 36.3s. Rate: 339.22 forecasts/min
[2025-11-16T05:13:40.491032] [DEBUG] [REMOTE    ] PRO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:40.492045] [DEBUG] [LOCAL     ] Loaded configuration for PRO: 6 features, N/A% accuracy
[2025-11-16T05:13:40.492166] [INFO ] [LOCAL     ] PRO: Loaded 6 optimal features with 22.13% confidence from JSON config
[2025-11-16T05:13:40.492261] [DEBUG] [MAG       ] Building data for symbol: PRO with lookback: 0
[2025-11-16T05:13:40.493452] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:40.493588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:40.495627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:40.496282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:40.496803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:40.497608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:40.510553] [DEBUG] [MAG       ] DSM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:40.550332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:40.616281] [DEBUG] [MAG       ] KGC: Last date is validated at 2025-11-14
[2025-11-16T05:13:40.628680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:13:40.630706] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:40.654096] [INFO ] [LOCAL     ] DSM: Saved forecast.
[2025-11-16T05:13:40.654389] [INFO ] [main      ] DSM: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=39.7623%)
[2025-11-16T05:13:40.654682] [INFO ] [main      ] Fetching symbol history for RYN...
[2025-11-16T05:13:40.655062] [DEBUG] [REMOTE    ] RYN: Fetching historical data.
[2025-11-16T05:13:40.656744] [INFO ] [main      ] Progress: 268/472 forecasts completed (56.8%). DSM finished in 0.7s. ETA: 36.1s. Rate: 339.20 forecasts/min
[2025-11-16T05:13:40.670070] [DEBUG] [REMOTE    ] RYN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:40.671098] [DEBUG] [LOCAL     ] Loaded configuration for RYN: 3 features, N/A% accuracy
[2025-11-16T05:13:40.671227] [INFO ] [LOCAL     ] RYN: Loaded 3 optimal features with 52.33% confidence from JSON config
[2025-11-16T05:13:40.671336] [DEBUG] [MAG       ] Building data for symbol: RYN with lookback: 0
[2025-11-16T05:13:40.672320] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:40.672461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:40.677775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:40.679637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:13:40.683731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:40.795170] [DEBUG] [MAG       ] KGC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:40.886398] [INFO ] [LOCAL     ] KGC: Saved forecast.
[2025-11-16T05:13:40.886736] [INFO ] [main      ] KGC: Signal=1 (Conf=80.0%), Magnitude=-2.58% (Conf=53.3586%)
[2025-11-16T05:13:40.887201] [INFO ] [main      ] Fetching symbol history for SKM...
[2025-11-16T05:13:40.887319] [DEBUG] [REMOTE    ] SKM: Fetching historical data.
[2025-11-16T05:13:40.888306] [INFO ] [main      ] Progress: 269/472 forecasts completed (57.0%). KGC finished in 0.6s. ETA: 35.9s. Rate: 338.81 forecasts/min
[2025-11-16T05:13:40.902129] [DEBUG] [REMOTE    ] SKM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:40.903147] [DEBUG] [LOCAL     ] Loaded configuration for SKM: 3 features, N/A% accuracy
[2025-11-16T05:13:40.903271] [INFO ] [LOCAL     ] SKM: Loaded 3 optimal features with 56.35% confidence from JSON config
[2025-11-16T05:13:40.903371] [DEBUG] [MAG       ] Building data for symbol: SKM with lookback: 0
[2025-11-16T05:13:40.904392] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:40.904539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:40.905726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:40.908130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:40.909793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:40.913406] [DEBUG] [MAG       ] PKG: Last date is validated at 2025-11-14
[2025-11-16T05:13:40.981576] [DEBUG] [MAG       ] PRO: Last date is validated at 2025-11-14
[2025-11-16T05:13:41.033082] [DEBUG] [MAG       ] RYN: Last date is validated at 2025-11-14
[2025-11-16T05:13:41.092023] [DEBUG] [MAG       ] PKG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:41.154477] [DEBUG] [MAG       ] PRO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:41.209100] [DEBUG] [MAG       ] RYN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:41.249028] [INFO ] [LOCAL     ] PKG: Saved forecast.
[2025-11-16T05:13:41.249331] [INFO ] [main      ] PKG: Signal=1 (Conf=80.0%), Magnitude=4.05% (Conf=53.0828%)
[2025-11-16T05:13:41.249877] [INFO ] [main      ] Fetching symbol history for BHVN...
[2025-11-16T05:13:41.250007] [DEBUG] [REMOTE    ] BHVN: Fetching historical data.
[2025-11-16T05:13:41.250754] [INFO ] [main      ] Progress: 270/472 forecasts completed (57.2%). PKG finished in 0.8s. ETA: 35.9s. Rate: 337.50 forecasts/min
[2025-11-16T05:13:41.256856] [INFO ] [LOCAL     ] PRO: Saved forecast.
[2025-11-16T05:13:41.257135] [INFO ] [main      ] PRO: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=22.1277%)
[2025-11-16T05:13:41.257410] [INFO ] [main      ] Fetching symbol history for EPR...
[2025-11-16T05:13:41.257842] [DEBUG] [REMOTE    ] EPR: Fetching historical data.
[2025-11-16T05:13:41.258735] [INFO ] [main      ] Progress: 271/472 forecasts completed (57.4%). PRO finished in 0.8s. ETA: 35.6s. Rate: 338.69 forecasts/min
[2025-11-16T05:13:41.265987] [DEBUG] [REMOTE    ] BHVN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:41.267138] [DEBUG] [LOCAL     ] Loaded configuration for BHVN: 5 features, N/A% accuracy
[2025-11-16T05:13:41.267283] [INFO ] [LOCAL     ] BHVN: Loaded 5 optimal features with 56.14% confidence from JSON config
[2025-11-16T05:13:41.267390] [DEBUG] [MAG       ] Building data for symbol: BHVN with lookback: 0
[2025-11-16T05:13:41.268586] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:41.268756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:41.272553] [DEBUG] [REMOTE    ] EPR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:41.273416] [DEBUG] [LOCAL     ] Loaded configuration for EPR: 3 features, N/A% accuracy
[2025-11-16T05:13:41.273545] [INFO ] [LOCAL     ] EPR: Loaded 3 optimal features with 40.37% confidence from JSON config
[2025-11-16T05:13:41.273670] [DEBUG] [MAG       ] Building data for symbol: EPR with lookback: 0
[2025-11-16T05:13:41.274082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:41.274614] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:41.274846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:41.275192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:41.275715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:41.276234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:41.279026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:41.279170] [DEBUG] [MAG       ] SKM: Last date is validated at 2025-11-14
[2025-11-16T05:13:41.280998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:41.301616] [INFO ] [LOCAL     ] RYN: Saved forecast.
[2025-11-16T05:13:41.301923] [INFO ] [main      ] RYN: Signal=1 (Conf=80.0%), Magnitude=-0.97% (Conf=52.3309%)
[2025-11-16T05:13:41.302217] [INFO ] [main      ] Fetching symbol history for SNA...
[2025-11-16T05:13:41.302352] [DEBUG] [REMOTE    ] SNA: Fetching historical data.
[2025-11-16T05:13:41.303660] [INFO ] [main      ] Progress: 272/472 forecasts completed (57.6%). RYN finished in 0.6s. ETA: 35.3s. Rate: 339.63 forecasts/min
[2025-11-16T05:13:41.317559] [DEBUG] [REMOTE    ] SNA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:41.318631] [DEBUG] [LOCAL     ] Loaded configuration for SNA: 6 features, N/A% accuracy
[2025-11-16T05:13:41.318724] [INFO ] [LOCAL     ] SNA: Loaded 6 optimal features with 55.38% confidence from JSON config
[2025-11-16T05:13:41.319033] [DEBUG] [MAG       ] Building data for symbol: SNA with lookback: 0
[2025-11-16T05:13:41.320079] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:41.320231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:41.326008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:41.327422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:41.409676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:41.410817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:41.456927] [DEBUG] [MAG       ] SKM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:41.467275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:41.526111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:41.529611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:13:41.531178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:41.543814] [INFO ] [LOCAL     ] SKM: Saved forecast.
[2025-11-16T05:13:41.544104] [INFO ] [main      ] SKM: Signal=1 (Conf=80.0%), Magnitude=-1.21% (Conf=56.3521%)
[2025-11-16T05:13:41.544603] [INFO ] [main      ] Fetching symbol history for DBI...
[2025-11-16T05:13:41.544743] [DEBUG] [REMOTE    ] DBI: Fetching historical data.
[2025-11-16T05:13:41.544751] [INFO ] [main      ] Progress: 273/472 forecasts completed (57.8%). SKM finished in 0.7s. ETA: 35.2s. Rate: 339.17 forecasts/min
[2025-11-16T05:13:41.560336] [DEBUG] [REMOTE    ] DBI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:41.561364] [DEBUG] [LOCAL     ] Loaded configuration for DBI: 3 features, N/A% accuracy
[2025-11-16T05:13:41.561447] [INFO ] [LOCAL     ] DBI: Loaded 3 optimal features with 64.42% confidence from JSON config
[2025-11-16T05:13:41.561493] [DEBUG] [MAG       ] Building data for symbol: DBI with lookback: 0
[2025-11-16T05:13:41.562527] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:41.562622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:41.569401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:41.570529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:41.571532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:41.650736] [DEBUG] [MAG       ] BHVN: Last date is validated at 2025-11-14
[2025-11-16T05:13:41.761577] [DEBUG] [MAG       ] EPR: Last date is validated at 2025-11-14
[2025-11-16T05:13:41.825944] [DEBUG] [MAG       ] BHVN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:41.894377] [DEBUG] [MAG       ] SNA: Last date is validated at 2025-11-14
[2025-11-16T05:13:41.926619] [DEBUG] [MAG       ] DBI: Last date is validated at 2025-11-14
[2025-11-16T05:13:41.938504] [DEBUG] [MAG       ] EPR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:41.943718] [INFO ] [LOCAL     ] BHVN: Saved forecast.
[2025-11-16T05:13:41.944002] [INFO ] [main      ] BHVN: Signal=1 (Conf=80.0%), Magnitude=-5.21% (Conf=56.1358%)
[2025-11-16T05:13:41.944328] [INFO ] [main      ] Fetching symbol history for MGM...
[2025-11-16T05:13:41.944753] [DEBUG] [REMOTE    ] MGM: Fetching historical data.
[2025-11-16T05:13:41.945702] [INFO ] [main      ] Progress: 274/472 forecasts completed (58.1%). BHVN finished in 0.7s. ETA: 35.2s. Rate: 337.61 forecasts/min
[2025-11-16T05:13:41.960409] [DEBUG] [REMOTE    ] MGM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:41.961270] [DEBUG] [LOCAL     ] Loaded configuration for MGM: 4 features, N/A% accuracy
[2025-11-16T05:13:41.961397] [INFO ] [LOCAL     ] MGM: Loaded 4 optimal features with 43.65% confidence from JSON config
[2025-11-16T05:13:41.961504] [DEBUG] [MAG       ] Building data for symbol: MGM with lookback: 0
[2025-11-16T05:13:41.962505] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:41.962667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:41.968563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:41.969760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:41.971069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:41.974343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:42.037204] [INFO ] [LOCAL     ] EPR: Saved forecast.
[2025-11-16T05:13:42.037484] [INFO ] [main      ] EPR: Signal=1 (Conf=80.0%), Magnitude=-0.76% (Conf=40.366%)
[2025-11-16T05:13:42.037773] [INFO ] [main      ] Fetching symbol history for NBHC...
[2025-11-16T05:13:42.037843] [DEBUG] [REMOTE    ] NBHC: Fetching historical data.
[2025-11-16T05:13:42.039757] [INFO ] [main      ] Progress: 275/472 forecasts completed (58.3%). EPR finished in 0.8s. ETA: 35.0s. Rate: 338.19 forecasts/min
[2025-11-16T05:13:42.052459] [DEBUG] [REMOTE    ] NBHC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:42.053531] [DEBUG] [LOCAL     ] Loaded configuration for NBHC: 0 features, N/A% accuracy
[2025-11-16T05:13:42.053668] [INFO ] [LOCAL     ] NBHC: Loaded 0 optimal features with 54.14% confidence from JSON config
[2025-11-16T05:13:42.053769] [DEBUG] [MAG       ] Building data for symbol: NBHC with lookback: 0
[2025-11-16T05:13:42.054761] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:13:42.075696] [DEBUG] [MAG       ] SNA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:42.100791] [DEBUG] [MAG       ] DBI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:42.175579] [INFO ] [LOCAL     ] DBI: Saved forecast.
[2025-11-16T05:13:42.175718] [INFO ] [main      ] DBI: Signal=1 (Conf=80.0%), Magnitude=-6.21% (Conf=64.4225%)
[2025-11-16T05:13:42.176145] [INFO ] [main      ] Fetching symbol history for IQI...
[2025-11-16T05:13:42.176361] [DEBUG] [REMOTE    ] IQI: Fetching historical data.
[2025-11-16T05:13:42.177155] [INFO ] [main      ] Progress: 276/472 forecasts completed (58.5%). DBI finished in 0.6s. ETA: 34.7s. Rate: 338.47 forecasts/min
[2025-11-16T05:13:42.194365] [DEBUG] [REMOTE    ] IQI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:42.195206] [DEBUG] [LOCAL     ] Loaded configuration for IQI: 8 features, N/A% accuracy
[2025-11-16T05:13:42.195327] [INFO ] [LOCAL     ] IQI: Loaded 8 optimal features with 41.13% confidence from JSON config
[2025-11-16T05:13:42.195427] [DEBUG] [MAG       ] Building data for symbol: IQI with lookback: 0
[2025-11-16T05:13:42.196387] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:42.196540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:42.197597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:42.200343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:42.201697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:42.255601] [INFO ] [LOCAL     ] SNA: Saved forecast.
[2025-11-16T05:13:42.255750] [INFO ] [main      ] SNA: Signal=1 (Conf=80.0%), Magnitude=-1.70% (Conf=55.3843%)
[2025-11-16T05:13:42.255970] [INFO ] [main      ] Fetching symbol history for NC...
[2025-11-16T05:13:42.256024] [DEBUG] [REMOTE    ] NC: Fetching historical data.
[2025-11-16T05:13:42.257206] [INFO ] [main      ] Progress: 277/472 forecasts completed (58.7%). SNA finished in 1.0s. ETA: 34.5s. Rate: 339.14 forecasts/min
[2025-11-16T05:13:42.271153] [DEBUG] [REMOTE    ] NC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:42.271828] [DEBUG] [LOCAL     ] Loaded configuration for NC: 8 features, N/A% accuracy
[2025-11-16T05:13:42.271905] [INFO ] [LOCAL     ] NC: Loaded 8 optimal features with 57.52% confidence from JSON config
[2025-11-16T05:13:42.271954] [DEBUG] [MAG       ] Building data for symbol: NC with lookback: 0
[2025-11-16T05:13:42.272872] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:42.272982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:42.278446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:42.281033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:42.281619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:42.282266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:42.283163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:42.284908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:42.287400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:42.292434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:42.297599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:42.298761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:42.301206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:42.304761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:13:42.306466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:42.343304] [DEBUG] [MAG       ] MGM: Last date is validated at 2025-11-14
[2025-11-16T05:13:42.410151] [DEBUG] [MAG       ] NBHC: Last date is validated at 2025-11-14
[2025-11-16T05:13:42.519429] [DEBUG] [MAG       ] MGM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:42.592462] [DEBUG] [MAG       ] NBHC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:42.639482] [INFO ] [LOCAL     ] MGM: Saved forecast.
[2025-11-16T05:13:42.639793] [INFO ] [main      ] MGM: Signal=1 (Conf=80.0%), Magnitude=0.28% (Conf=43.6464%)
[2025-11-16T05:13:42.640493] [INFO ] [main      ] Fetching symbol history for TREX...
[2025-11-16T05:13:42.640619] [DEBUG] [REMOTE    ] TREX: Fetching historical data.
[2025-11-16T05:13:42.640955] [INFO ] [main      ] Progress: 278/472 forecasts completed (58.9%). MGM finished in 0.7s. ETA: 34.5s. Rate: 337.72 forecasts/min
[2025-11-16T05:13:42.654134] [DEBUG] [MAG       ] NC: Last date is validated at 2025-11-14
[2025-11-16T05:13:42.656012] [DEBUG] [REMOTE    ] TREX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:42.656951] [DEBUG] [LOCAL     ] Loaded configuration for TREX: 9 features, N/A% accuracy
[2025-11-16T05:13:42.657015] [INFO ] [LOCAL     ] TREX: Loaded 9 optimal features with 50.85% confidence from JSON config
[2025-11-16T05:13:42.657052] [DEBUG] [MAG       ] Building data for symbol: TREX with lookback: 0
[2025-11-16T05:13:42.657959] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:42.658039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:42.662988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:42.664870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:42.665390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:42.665818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:42.669928] [DEBUG] [MAG       ] IQI: Last date is validated at 2025-11-14
[2025-11-16T05:13:42.695963] [INFO ] [LOCAL     ] NBHC: Saved forecast.
[2025-11-16T05:13:42.696083] [INFO ] [main      ] NBHC: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=54.1425%)
[2025-11-16T05:13:42.696579] [INFO ] [main      ] Progress: 279/472 forecasts completed (59.1%). NBHC finished in 0.7s. ETA: 34.2s. Rate: 338.55 forecasts/min
[2025-11-16T05:13:42.696750] [INFO ] [main      ] Fetching symbol history for TKR...
[2025-11-16T05:13:42.696809] [DEBUG] [REMOTE    ] TKR: Fetching historical data.
[2025-11-16T05:13:42.711393] [DEBUG] [REMOTE    ] TKR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:42.712281] [DEBUG] [LOCAL     ] Loaded configuration for TKR: 1 features, N/A% accuracy
[2025-11-16T05:13:42.712345] [INFO ] [LOCAL     ] TKR: Loaded 1 optimal features with 61.36% confidence from JSON config
[2025-11-16T05:13:42.712382] [DEBUG] [MAG       ] Building data for symbol: TKR with lookback: 0
[2025-11-16T05:13:42.712444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:42.713268] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:42.713344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:42.718365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:42.771771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:42.775546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:13:42.776529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:42.777574] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:42.838073] [DEBUG] [MAG       ] NC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:42.857536] [DEBUG] [MAG       ] IQI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:42.935503] [INFO ] [LOCAL     ] IQI: Saved forecast.
[2025-11-16T05:13:42.935988] [INFO ] [main      ] IQI: Signal=1 (Conf=80.0%), Magnitude=-0.05% (Conf=41.1333%)
[2025-11-16T05:13:42.936266] [INFO ] [main      ] Fetching symbol history for JOE...
[2025-11-16T05:13:42.936673] [DEBUG] [REMOTE    ] JOE: Fetching historical data.
[2025-11-16T05:13:42.936757] [INFO ] [main      ] Progress: 280/472 forecasts completed (59.3%). IQI finished in 0.8s. ETA: 34.1s. Rate: 338.12 forecasts/min
[2025-11-16T05:13:42.952125] [DEBUG] [REMOTE    ] JOE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:42.953026] [DEBUG] [LOCAL     ] Loaded configuration for JOE: 3 features, N/A% accuracy
[2025-11-16T05:13:42.953091] [INFO ] [LOCAL     ] JOE: Loaded 3 optimal features with 60.87% confidence from JSON config
[2025-11-16T05:13:42.953129] [DEBUG] [MAG       ] Building data for symbol: JOE with lookback: 0
[2025-11-16T05:13:42.954061] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:42.954270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:42.956212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:42.956940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:42.957866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:42.960807] [INFO ] [LOCAL     ] NC: Saved forecast.
[2025-11-16T05:13:42.961132] [INFO ] [main      ] NC: Signal=1 (Conf=80.0%), Magnitude=-3.82% (Conf=57.5236%)
[2025-11-16T05:13:42.961444] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-11-16T05:13:42.961872] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-11-16T05:13:42.962746] [INFO ] [main      ] Progress: 281/472 forecasts completed (59.5%). NC finished in 0.7s. ETA: 33.8s. Rate: 339.15 forecasts/min
[2025-11-16T05:13:42.979580] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:42.980268] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-11-16T05:13:42.980333] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-11-16T05:13:42.980386] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-11-16T05:13:42.981357] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:42.981442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:42.987217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:42.989480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:42.990105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:42.990613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:42.991552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:42.994598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:42.996019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:42.996809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:42.997538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:43.083451] [DEBUG] [MAG       ] TKR: Last date is validated at 2025-11-14
[2025-11-16T05:13:43.139673] [DEBUG] [MAG       ] TREX: Last date is validated at 2025-11-14
[2025-11-16T05:13:43.265607] [DEBUG] [MAG       ] TKR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:43.317439] [DEBUG] [MAG       ] TREX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:43.319572] [DEBUG] [MAG       ] JOE: Last date is validated at 2025-11-14
[2025-11-16T05:13:43.358148] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-11-14
[2025-11-16T05:13:43.389289] [INFO ] [LOCAL     ] TKR: Saved forecast.
[2025-11-16T05:13:43.389577] [INFO ] [main      ] TKR: Signal=1 (Conf=80.0%), Magnitude=-2.46% (Conf=61.3553%)
[2025-11-16T05:13:43.389859] [INFO ] [main      ] Fetching symbol history for TME...
[2025-11-16T05:13:43.389977] [DEBUG] [REMOTE    ] TME: Fetching historical data.
[2025-11-16T05:13:43.391114] [INFO ] [main      ] Progress: 282/472 forecasts completed (59.7%). TKR finished in 0.7s. ETA: 33.8s. Rate: 337.45 forecasts/min
[2025-11-16T05:13:43.405196] [DEBUG] [REMOTE    ] TME: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:43.406452] [DEBUG] [LOCAL     ] Loaded configuration for TME: 6 features, N/A% accuracy
[2025-11-16T05:13:43.406612] [INFO ] [LOCAL     ] TME: Loaded 6 optimal features with 51.16% confidence from JSON config
[2025-11-16T05:13:43.406750] [DEBUG] [MAG       ] Building data for symbol: TME with lookback: 0
[2025-11-16T05:13:43.408121] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:43.408256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:43.413371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:43.415311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:43.415904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:43.416331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:43.417167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:43.419746] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:43.470288] [INFO ] [LOCAL     ] TREX: Saved forecast.
[2025-11-16T05:13:43.470438] [INFO ] [main      ] TREX: Signal=1 (Conf=80.0%), Magnitude=8.19% (Conf=50.8476%)
[2025-11-16T05:13:43.470968] [INFO ] [main      ] Fetching symbol history for YELP...
[2025-11-16T05:13:43.471202] [DEBUG] [REMOTE    ] YELP: Fetching historical data.
[2025-11-16T05:13:43.471752] [INFO ] [main      ] Progress: 283/472 forecasts completed (60.0%). TREX finished in 0.8s. ETA: 33.5s. Rate: 338.11 forecasts/min
[2025-11-16T05:13:43.485941] [DEBUG] [REMOTE    ] YELP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:43.486832] [DEBUG] [LOCAL     ] Loaded configuration for YELP: 4 features, N/A% accuracy
[2025-11-16T05:13:43.486988] [INFO ] [LOCAL     ] YELP: Loaded 4 optimal features with 66.79% confidence from JSON config
[2025-11-16T05:13:43.487113] [DEBUG] [MAG       ] Building data for symbol: YELP with lookback: 0
[2025-11-16T05:13:43.488140] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:43.488288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:43.490291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:43.490981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:43.491494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:13:43.493721] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:43.500437] [DEBUG] [MAG       ] JOE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:43.538363] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:43.605073] [INFO ] [LOCAL     ] JOE: Saved forecast.
[2025-11-16T05:13:43.605373] [INFO ] [main      ] JOE: Signal=1 (Conf=80.0%), Magnitude=1.11% (Conf=60.8746%)
[2025-11-16T05:13:43.605950] [INFO ] [main      ] Fetching symbol history for SD...
[2025-11-16T05:13:43.606071] [DEBUG] [REMOTE    ] SD: Fetching historical data.
[2025-11-16T05:13:43.606754] [INFO ] [main      ] Progress: 284/472 forecasts completed (60.2%). JOE finished in 0.7s. ETA: 33.3s. Rate: 338.39 forecasts/min
[2025-11-16T05:13:43.611265] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-11-16T05:13:43.611574] [INFO ] [main      ] ACCO: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=55.6902%)
[2025-11-16T05:13:43.611878] [INFO ] [main      ] Fetching symbol history for WAB...
[2025-11-16T05:13:43.612297] [DEBUG] [REMOTE    ] WAB: Fetching historical data.
[2025-11-16T05:13:43.612692] [INFO ] [main      ] Progress: 285/472 forecasts completed (60.4%). ACCO finished in 0.6s. ETA: 33.0s. Rate: 339.54 forecasts/min
[2025-11-16T05:13:43.620788] [DEBUG] [REMOTE    ] SD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:43.621723] [DEBUG] [LOCAL     ] Loaded configuration for SD: 7 features, N/A% accuracy
[2025-11-16T05:13:43.621801] [INFO ] [LOCAL     ] SD: Loaded 7 optimal features with 56.80% confidence from JSON config
[2025-11-16T05:13:43.621850] [DEBUG] [MAG       ] Building data for symbol: SD with lookback: 0
[2025-11-16T05:13:43.623191] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:43.623401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:43.627438] [DEBUG] [REMOTE    ] WAB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:43.628203] [DEBUG] [LOCAL     ] Loaded configuration for WAB: 9 features, N/A% accuracy
[2025-11-16T05:13:43.628279] [INFO ] [LOCAL     ] WAB: Loaded 9 optimal features with 45.43% confidence from JSON config
[2025-11-16T05:13:43.628328] [DEBUG] [MAG       ] Building data for symbol: WAB with lookback: 0
[2025-11-16T05:13:43.628995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:43.629220] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:43.629448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:43.630004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:43.630940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:43.633708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:43.634677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:43.682226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:43.684026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:43.686308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:43.686945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:43.688141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:43.689886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:43.690997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:13:43.691776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:43.724304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:43.727087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:13:43.728863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:43.769383] [DEBUG] [MAG       ] TME: Last date is validated at 2025-11-14
[2025-11-16T05:13:43.854632] [DEBUG] [MAG       ] YELP: Last date is validated at 2025-11-14
[2025-11-16T05:13:43.943102] [DEBUG] [MAG       ] TME: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:44.030307] [DEBUG] [MAG       ] YELP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:44.039850] [INFO ] [LOCAL     ] TME: Saved forecast.
[2025-11-16T05:13:44.040133] [INFO ] [main      ] TME: Signal=1 (Conf=80.0%), Magnitude=3.04% (Conf=51.1596%)
[2025-11-16T05:13:44.040394] [INFO ] [main      ] Fetching symbol history for FMS...
[2025-11-16T05:13:44.040721] [DEBUG] [REMOTE    ] FMS: Fetching historical data.
[2025-11-16T05:13:44.041844] [INFO ] [main      ] Progress: 286/472 forecasts completed (60.6%). TME finished in 0.6s. ETA: 33.0s. Rate: 337.86 forecasts/min
[2025-11-16T05:13:44.043299] [DEBUG] [MAG       ] WAB: Last date is validated at 2025-11-14
[2025-11-16T05:13:44.055735] [DEBUG] [REMOTE    ] FMS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:44.056796] [DEBUG] [LOCAL     ] Loaded configuration for FMS: 1 features, N/A% accuracy
[2025-11-16T05:13:44.056917] [INFO ] [LOCAL     ] FMS: Loaded 1 optimal features with 45.24% confidence from JSON config
[2025-11-16T05:13:44.057012] [DEBUG] [MAG       ] Building data for symbol: FMS with lookback: 0
[2025-11-16T05:13:44.057976] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:44.058108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:13:44.060399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:44.081706] [DEBUG] [MAG       ] SD: Last date is validated at 2025-11-14
[2025-11-16T05:13:44.135907] [INFO ] [LOCAL     ] YELP: Saved forecast.
[2025-11-16T05:13:44.136059] [INFO ] [main      ] YELP: Signal=1 (Conf=80.0%), Magnitude=2.78% (Conf=66.7862%)
[2025-11-16T05:13:44.136546] [INFO ] [main      ] Fetching symbol history for SM...
[2025-11-16T05:13:44.136620] [DEBUG] [REMOTE    ] SM: Fetching historical data.
[2025-11-16T05:13:44.136762] [INFO ] [main      ] Progress: 287/472 forecasts completed (60.8%). YELP finished in 0.7s. ETA: 32.8s. Rate: 338.40 forecasts/min
[2025-11-16T05:13:44.151712] [DEBUG] [REMOTE    ] SM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:44.152513] [DEBUG] [LOCAL     ] Loaded configuration for SM: 6 features, N/A% accuracy
[2025-11-16T05:13:44.152660] [INFO ] [LOCAL     ] SM: Loaded 6 optimal features with 45.81% confidence from JSON config
[2025-11-16T05:13:44.152767] [DEBUG] [MAG       ] Building data for symbol: SM with lookback: 0
[2025-11-16T05:13:44.153954] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:44.154096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:44.159994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:44.162157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:44.162799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:44.163295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:44.164166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:44.223365] [DEBUG] [MAG       ] WAB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:44.267235] [DEBUG] [MAG       ] SD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:44.300065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:44.355839] [INFO ] [LOCAL     ] SD: Saved forecast.
[2025-11-16T05:13:44.356123] [INFO ] [main      ] SD: Signal=1 (Conf=80.0%), Magnitude=1.59% (Conf=56.8015%)
[2025-11-16T05:13:44.356396] [INFO ] [main      ] Fetching symbol history for INN...
[2025-11-16T05:13:44.356537] [DEBUG] [REMOTE    ] INN: Fetching historical data.
[2025-11-16T05:13:44.357640] [INFO ] [main      ] Progress: 288/472 forecasts completed (61.0%). SD finished in 0.7s. ETA: 32.7s. Rate: 338.12 forecasts/min
[2025-11-16T05:13:44.371193] [DEBUG] [REMOTE    ] INN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:44.371928] [DEBUG] [LOCAL     ] Loaded configuration for INN: 4 features, N/A% accuracy
[2025-11-16T05:13:44.372046] [INFO ] [LOCAL     ] INN: Loaded 4 optimal features with 62.16% confidence from JSON config
[2025-11-16T05:13:44.372100] [DEBUG] [MAG       ] Building data for symbol: INN with lookback: 0
[2025-11-16T05:13:44.373075] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:44.373207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:44.395165] [INFO ] [LOCAL     ] WAB: Saved forecast.
[2025-11-16T05:13:44.395521] [INFO ] [main      ] WAB: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=45.4341%)
[2025-11-16T05:13:44.395822] [INFO ] [main      ] Fetching symbol history for CSL...
[2025-11-16T05:13:44.395943] [DEBUG] [REMOTE    ] CSL: Fetching historical data.
[2025-11-16T05:13:44.397796] [INFO ] [main      ] Progress: 289/472 forecasts completed (61.2%). WAB finished in 0.8s. ETA: 32.4s. Rate: 339.02 forecasts/min
[2025-11-16T05:13:44.413143] [DEBUG] [REMOTE    ] CSL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:44.414251] [DEBUG] [LOCAL     ] Loaded configuration for CSL: 5 features, N/A% accuracy
[2025-11-16T05:13:44.414404] [INFO ] [LOCAL     ] CSL: Loaded 5 optimal features with 62.83% confidence from JSON config
[2025-11-16T05:13:44.414530] [DEBUG] [MAG       ] Building data for symbol: CSL with lookback: 0
[2025-11-16T05:13:44.416072] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:44.416219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:44.422799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:44.423438] [DEBUG] [MAG       ] FMS: Last date is validated at 2025-11-14
[2025-11-16T05:13:44.425330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:44.426002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:44.426537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:13:44.428899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:44.516956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:44.518406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:44.519937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:13:44.525980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:44.609858] [DEBUG] [MAG       ] FMS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:44.663727] [DEBUG] [MAG       ] SM: Last date is validated at 2025-11-14
[2025-11-16T05:13:44.691374] [INFO ] [LOCAL     ] FMS: Saved forecast.
[2025-11-16T05:13:44.691687] [INFO ] [main      ] FMS: Signal=1 (Conf=80.0%), Magnitude=-1.67% (Conf=45.24%)
[2025-11-16T05:13:44.692222] [INFO ] [main      ] Fetching symbol history for CVE...
[2025-11-16T05:13:44.692346] [DEBUG] [REMOTE    ] CVE: Fetching historical data.
[2025-11-16T05:13:44.692771] [INFO ] [main      ] Progress: 290/472 forecasts completed (61.4%). FMS finished in 0.7s. ETA: 32.3s. Rate: 338.25 forecasts/min
[2025-11-16T05:13:44.708202] [DEBUG] [REMOTE    ] CVE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:44.708977] [DEBUG] [LOCAL     ] Loaded configuration for CVE: 6 features, N/A% accuracy
[2025-11-16T05:13:44.709050] [INFO ] [LOCAL     ] CVE: Loaded 6 optimal features with 61.49% confidence from JSON config
[2025-11-16T05:13:44.709157] [DEBUG] [MAG       ] Building data for symbol: CVE with lookback: 0
[2025-11-16T05:13:44.710199] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:44.710292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:44.715794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:44.718282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:44.718857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:44.719612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:44.722634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:44.725035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:44.796620] [DEBUG] [MAG       ] CSL: Last date is validated at 2025-11-14
[2025-11-16T05:13:44.842023] [DEBUG] [MAG       ] SM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:44.883395] [DEBUG] [MAG       ] INN: Last date is validated at 2025-11-14
[2025-11-16T05:13:44.952264] [INFO ] [LOCAL     ] SM: Saved forecast.
[2025-11-16T05:13:44.952555] [INFO ] [main      ] SM: Signal=1 (Conf=80.0%), Magnitude=5.15% (Conf=45.8127%)
[2025-11-16T05:13:44.953180] [INFO ] [main      ] Fetching symbol history for CPA...
[2025-11-16T05:13:44.953308] [DEBUG] [REMOTE    ] CPA: Fetching historical data.
[2025-11-16T05:13:44.953768] [INFO ] [main      ] Progress: 291/472 forecasts completed (61.7%). SM finished in 0.8s. ETA: 32.2s. Rate: 337.70 forecasts/min
[2025-11-16T05:13:44.967272] [DEBUG] [REMOTE    ] CPA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:44.968091] [DEBUG] [LOCAL     ] Loaded configuration for CPA: 10 features, N/A% accuracy
[2025-11-16T05:13:44.968215] [INFO ] [LOCAL     ] CPA: Loaded 10 optimal features with 67.78% confidence from JSON config
[2025-11-16T05:13:44.968321] [DEBUG] [MAG       ] Building data for symbol: CPA with lookback: 0
[2025-11-16T05:13:44.969272] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:13:44.969353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:44.974372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:44.976389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:44.976991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:44.977450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:44.978297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:44.979289] [DEBUG] [MAG       ] CSL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:45.061257] [DEBUG] [MAG       ] INN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:45.088595] [DEBUG] [MAG       ] CVE: Last date is validated at 2025-11-14
[2025-11-16T05:13:45.125449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:45.128027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:45.129210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:45.130045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:45.130848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:45.131536] [INFO ] [LOCAL     ] INN: Saved forecast.
[2025-11-16T05:13:45.131852] [INFO ] [main      ] INN: Signal=1 (Conf=80.0%), Magnitude=1.03% (Conf=62.1579%)
[2025-11-16T05:13:45.132364] [INFO ] [main      ] Fetching symbol history for THS...
[2025-11-16T05:13:45.132481] [DEBUG] [REMOTE    ] THS: Fetching historical data.
[2025-11-16T05:13:45.132428] [INFO ] [main      ] Progress: 292/472 forecasts completed (61.9%). INN finished in 0.8s. ETA: 32.0s. Rate: 337.69 forecasts/min
[2025-11-16T05:13:45.150813] [DEBUG] [REMOTE    ] THS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:45.151885] [DEBUG] [LOCAL     ] Loaded configuration for THS: 7 features, N/A% accuracy
[2025-11-16T05:13:45.152196] [INFO ] [LOCAL     ] THS: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-11-16T05:13:45.152305] [DEBUG] [MAG       ] Building data for symbol: THS with lookback: 0
[2025-11-16T05:13:45.153456] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:45.153612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:45.159032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:45.161045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:45.161717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:45.161691] [INFO ] [LOCAL     ] CSL: Saved forecast.
[2025-11-16T05:13:45.162002] [INFO ] [main      ] CSL: Signal=1 (Conf=80.0%), Magnitude=-1.95% (Conf=62.829%)
[2025-11-16T05:13:45.162306] [INFO ] [main      ] Fetching symbol history for RGR...
[2025-11-16T05:13:45.162445] [DEBUG] [REMOTE    ] RGR: Fetching historical data.
[2025-11-16T05:13:45.163374] [INFO ] [main      ] Progress: 293/472 forecasts completed (62.1%). CSL finished in 0.8s. ETA: 31.7s. Rate: 338.65 forecasts/min
[2025-11-16T05:13:45.177912] [DEBUG] [REMOTE    ] RGR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:45.178811] [DEBUG] [LOCAL     ] Loaded configuration for RGR: 5 features, N/A% accuracy
[2025-11-16T05:13:45.178946] [INFO ] [LOCAL     ] RGR: Loaded 5 optimal features with 58.70% confidence from JSON config
[2025-11-16T05:13:45.179054] [DEBUG] [MAG       ] Building data for symbol: RGR with lookback: 0
[2025-11-16T05:13:45.180076] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:45.180236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:45.182198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:45.182884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:45.183438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:45.185130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:45.186029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:45.218942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:45.221698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:45.223399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:45.225696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:45.268116] [DEBUG] [MAG       ] CVE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:45.364638] [INFO ] [LOCAL     ] CVE: Saved forecast.
[2025-11-16T05:13:45.364942] [INFO ] [main      ] CVE: Signal=1 (Conf=80.0%), Magnitude=1.93% (Conf=61.491%)
[2025-11-16T05:13:45.365203] [INFO ] [main      ] Fetching symbol history for CF...
[2025-11-16T05:13:45.365313] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-11-16T05:13:45.366750] [INFO ] [main      ] Progress: 294/472 forecasts completed (62.3%). CVE finished in 0.7s. ETA: 31.6s. Rate: 338.48 forecasts/min
[2025-11-16T05:13:45.381149] [DEBUG] [REMOTE    ] CF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:45.382053] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-11-16T05:13:45.382222] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-11-16T05:13:45.382323] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-11-16T05:13:45.383318] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:45.383455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:45.385355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:45.386036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:45.386475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:45.484758] [DEBUG] [MAG       ] CPA: Last date is validated at 2025-11-14
[2025-11-16T05:13:45.521876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:45.533400] [DEBUG] [MAG       ] RGR: Last date is validated at 2025-11-14
[2025-11-16T05:13:45.573718] [DEBUG] [MAG       ] THS: Last date is validated at 2025-11-14
[2025-11-16T05:13:45.666066] [DEBUG] [MAG       ] CPA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:45.703894] [DEBUG] [MAG       ] RGR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:45.749924] [DEBUG] [MAG       ] THS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:45.787698] [INFO ] [LOCAL     ] CPA: Saved forecast.
[2025-11-16T05:13:45.787839] [INFO ] [main      ] CPA: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=67.7822%)
[2025-11-16T05:13:45.788337] [INFO ] [main      ] Fetching symbol history for CII...
[2025-11-16T05:13:45.788388] [INFO ] [main      ] Progress: 295/472 forecasts completed (62.5%). CPA finished in 0.8s. ETA: 31.5s. Rate: 336.90 forecasts/min
[2025-11-16T05:13:45.788594] [DEBUG] [REMOTE    ] CII: Fetching historical data.
[2025-11-16T05:13:45.802559] [INFO ] [LOCAL     ] RGR: Saved forecast.
[2025-11-16T05:13:45.802846] [INFO ] [main      ] RGR: Signal=1 (Conf=80.0%), Magnitude=0.59% (Conf=58.6954%)
[2025-11-16T05:13:45.803136] [INFO ] [main      ] Fetching symbol history for KEN...
[2025-11-16T05:13:45.803261] [DEBUG] [REMOTE    ] KEN: Fetching historical data.
[2025-11-16T05:13:45.803604] [DEBUG] [REMOTE    ] CII: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:45.804331] [INFO ] [main      ] Progress: 296/472 forecasts completed (62.7%). RGR finished in 0.6s. ETA: 31.2s. Rate: 337.94 forecasts/min
[2025-11-16T05:13:45.805359] [DEBUG] [LOCAL     ] Loaded configuration for CII: 0 features, N/A% accuracy
[2025-11-16T05:13:45.805429] [INFO ] [LOCAL     ] CII: Loaded 0 optimal features with 56.10% confidence from JSON config
[2025-11-16T05:13:45.805473] [DEBUG] [MAG       ] Building data for symbol: CII with lookback: 0
[2025-11-16T05:13:45.806443] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:13:45.817577] [DEBUG] [REMOTE    ] KEN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:45.818472] [DEBUG] [LOCAL     ] Loaded configuration for KEN: 7 features, N/A% accuracy
[2025-11-16T05:13:45.818609] [INFO ] [LOCAL     ] KEN: Loaded 7 optimal features with 64.12% confidence from JSON config
[2025-11-16T05:13:45.818792] [DEBUG] [MAG       ] Building data for symbol: KEN with lookback: 0
[2025-11-16T05:13:45.819955] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:45.820100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:45.825518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:45.827672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:45.828294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:45.828836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:45.831426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:45.833434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:45.834611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:45.869461] [INFO ] [LOCAL     ] THS: Saved forecast.
[2025-11-16T05:13:45.869781] [INFO ] [main      ] THS: Signal=1 (Conf=80.0%), Magnitude=1.18% (Conf=47.4941%)
[2025-11-16T05:13:45.870360] [INFO ] [main      ] Fetching symbol history for PGRE...
[2025-11-16T05:13:45.870498] [DEBUG] [REMOTE    ] PGRE: Fetching historical data.
[2025-11-16T05:13:45.870770] [INFO ] [main      ] Progress: 297/472 forecasts completed (62.9%). THS finished in 0.7s. ETA: 31.0s. Rate: 338.66 forecasts/min
[2025-11-16T05:13:45.878500] [DEBUG] [MAG       ] CF: Last date is validated at 2025-11-14
[2025-11-16T05:13:45.891064] [DEBUG] [REMOTE    ] PGRE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:45.892045] [DEBUG] [LOCAL     ] Loaded configuration for PGRE: 9 features, N/A% accuracy
[2025-11-16T05:13:45.892251] [INFO ] [LOCAL     ] PGRE: Loaded 9 optimal features with 40.73% confidence from JSON config
[2025-11-16T05:13:45.892366] [DEBUG] [MAG       ] Building data for symbol: PGRE with lookback: 0
[2025-11-16T05:13:45.893594] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:45.893787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:45.900458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:45.903004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:45.903734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:45.904404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:45.905021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:46.039061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:46.040841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:46.042898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:46.044730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:46.059282] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:46.156494] [DEBUG] [MAG       ] CII: Last date is validated at 2025-11-14
[2025-11-16T05:13:46.185828] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-11-16T05:13:46.186127] [INFO ] [main      ] CF: Signal=1 (Conf=80.0%), Magnitude=4.27% (Conf=59.2726%)
[2025-11-16T05:13:46.186759] [INFO ] [main      ] Fetching symbol history for NUVB...
[2025-11-16T05:13:46.186887] [DEBUG] [REMOTE    ] NUVB: Fetching historical data.
[2025-11-16T05:13:46.188094] [INFO ] [main      ] Progress: 298/472 forecasts completed (63.1%). CF finished in 0.8s. ETA: 30.9s. Rate: 337.76 forecasts/min
[2025-11-16T05:13:46.202834] [DEBUG] [MAG       ] KEN: Last date is validated at 2025-11-14
[2025-11-16T05:13:46.202780] [DEBUG] [REMOTE    ] NUVB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:46.203615] [DEBUG] [LOCAL     ] Loaded configuration for NUVB: 4 features, N/A% accuracy
[2025-11-16T05:13:46.203981] [INFO ] [LOCAL     ] NUVB: Loaded 4 optimal features with 57.21% confidence from JSON config
[2025-11-16T05:13:46.204034] [DEBUG] [MAG       ] Building data for symbol: NUVB with lookback: 0
[2025-11-16T05:13:46.205112] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:46.205195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:46.207374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:46.208024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:46.210564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:46.326213] [DEBUG] [MAG       ] CII: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:46.346251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:46.391045] [INFO ] [LOCAL     ] CII: Saved forecast.
[2025-11-16T05:13:46.391327] [INFO ] [main      ] CII: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=56.0999%)
[2025-11-16T05:13:46.391255] [DEBUG] [MAG       ] KEN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:46.391791] [INFO ] [main      ] Fetching symbol history for MPX...
[2025-11-16T05:13:46.391874] [DEBUG] [REMOTE    ] MPX: Fetching historical data.
[2025-11-16T05:13:46.393758] [INFO ] [main      ] Progress: 299/472 forecasts completed (63.3%). CII finished in 0.6s. ETA: 30.7s. Rate: 337.58 forecasts/min
[2025-11-16T05:13:46.405976] [DEBUG] [REMOTE    ] MPX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:46.406864] [DEBUG] [LOCAL     ] Loaded configuration for MPX: 7 features, N/A% accuracy
[2025-11-16T05:13:46.406995] [INFO ] [LOCAL     ] MPX: Loaded 7 optimal features with 46.85% confidence from JSON config
[2025-11-16T05:13:46.407104] [DEBUG] [MAG       ] Building data for symbol: MPX with lookback: 0
[2025-11-16T05:13:46.407708] [DEBUG] [MAG       ] PGRE: Last date is validated at 2025-11-14
[2025-11-16T05:13:46.408185] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:46.408372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:46.413663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:46.467924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:46.471238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:46.472502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:46.474662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:46.475469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:13:46.476833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:46.502968] [INFO ] [LOCAL     ] KEN: Saved forecast.
[2025-11-16T05:13:46.503336] [INFO ] [main      ] KEN: Signal=1 (Conf=80.0%), Magnitude=1.52% (Conf=64.1153%)
[2025-11-16T05:13:46.503629] [INFO ] [main      ] Fetching symbol history for HTH...
[2025-11-16T05:13:46.503776] [DEBUG] [REMOTE    ] HTH: Fetching historical data.
[2025-11-16T05:13:46.504774] [INFO ] [main      ] Progress: 300/472 forecasts completed (63.6%). KEN finished in 0.7s. ETA: 30.5s. Rate: 338.00 forecasts/min
[2025-11-16T05:13:46.519070] [DEBUG] [REMOTE    ] HTH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:46.520271] [DEBUG] [LOCAL     ] Loaded configuration for HTH: 2 features, N/A% accuracy
[2025-11-16T05:13:46.520401] [INFO ] [LOCAL     ] HTH: Loaded 2 optimal features with 58.00% confidence from JSON config
[2025-11-16T05:13:46.520506] [DEBUG] [MAG       ] Building data for symbol: HTH with lookback: 0
[2025-11-16T05:13:46.521469] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:46.521673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:46.595264] [DEBUG] [MAG       ] PGRE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:46.613106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:46.636580] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:46.674593] [INFO ] [LOCAL     ] PGRE: Saved forecast.
[2025-11-16T05:13:46.674968] [INFO ] [main      ] PGRE: Signal=1 (Conf=80.0%), Magnitude=0.02% (Conf=40.726%)
[2025-11-16T05:13:46.675554] [INFO ] [main      ] Fetching symbol history for REZI...
[2025-11-16T05:13:46.675697] [DEBUG] [REMOTE    ] REZI: Fetching historical data.
[2025-11-16T05:13:46.675813] [INFO ] [main      ] Progress: 301/472 forecasts completed (63.8%). PGRE finished in 0.8s. ETA: 30.4s. Rate: 338.04 forecasts/min
[2025-11-16T05:13:46.691980] [DEBUG] [REMOTE    ] REZI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:46.692771] [DEBUG] [LOCAL     ] Loaded configuration for REZI: 11 features, N/A% accuracy
[2025-11-16T05:13:46.692862] [INFO ] [LOCAL     ] REZI: Loaded 11 optimal features with 41.33% confidence from JSON config
[2025-11-16T05:13:46.692914] [DEBUG] [MAG       ] Building data for symbol: REZI with lookback: 0
[2025-11-16T05:13:46.694234] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:13:46.694340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:46.696631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:46.697346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:46.697848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:46.698788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:46.701434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:46.708979] [DEBUG] [MAG       ] NUVB: Last date is validated at 2025-11-14
[2025-11-16T05:13:46.826468] [DEBUG] [MAG       ] MPX: Last date is validated at 2025-11-14
[2025-11-16T05:13:46.842014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:46.881372] [DEBUG] [MAG       ] NUVB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:46.905984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:46.908715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:46.909853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:46.910702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:46.933446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:46.950432] [INFO ] [LOCAL     ] NUVB: Saved forecast.
[2025-11-16T05:13:46.950716] [INFO ] [main      ] NUVB: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=57.2119%)
[2025-11-16T05:13:46.950994] [INFO ] [main      ] Fetching symbol history for TDY...
[2025-11-16T05:13:46.951332] [DEBUG] [REMOTE    ] TDY: Fetching historical data.
[2025-11-16T05:13:46.952414] [INFO ] [main      ] Progress: 302/472 forecasts completed (64.0%). NUVB finished in 0.8s. ETA: 30.2s. Rate: 337.42 forecasts/min
[2025-11-16T05:13:46.965798] [DEBUG] [REMOTE    ] TDY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:46.966813] [DEBUG] [LOCAL     ] Loaded configuration for TDY: 9 features, N/A% accuracy
[2025-11-16T05:13:46.966935] [INFO ] [LOCAL     ] TDY: Loaded 9 optimal features with 63.42% confidence from JSON config
[2025-11-16T05:13:46.967030] [DEBUG] [MAG       ] Building data for symbol: TDY with lookback: 0
[2025-11-16T05:13:46.968045] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:46.968183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:46.970099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:46.970776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:46.971302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:46.971814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:46.972716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:46.973669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:46.974820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:46.976078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:13:46.978980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:46.986225] [DEBUG] [MAG       ] HTH: Last date is validated at 2025-11-14
[2025-11-16T05:13:47.000391] [DEBUG] [MAG       ] MPX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:47.083717] [INFO ] [LOCAL     ] MPX: Saved forecast.
[2025-11-16T05:13:47.084024] [INFO ] [main      ] MPX: Signal=1 (Conf=80.0%), Magnitude=-0.89% (Conf=46.8459%)
[2025-11-16T05:13:47.084523] [INFO ] [main      ] Fetching symbol history for HMY...
[2025-11-16T05:13:47.084664] [DEBUG] [REMOTE    ] HMY: Fetching historical data.
[2025-11-16T05:13:47.084750] [INFO ] [main      ] Progress: 303/472 forecasts completed (64.2%). MPX finished in 0.7s. ETA: 30.0s. Rate: 337.71 forecasts/min
[2025-11-16T05:13:47.099023] [DEBUG] [REMOTE    ] HMY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:47.099867] [DEBUG] [LOCAL     ] Loaded configuration for HMY: 4 features, N/A% accuracy
[2025-11-16T05:13:47.100014] [INFO ] [LOCAL     ] HMY: Loaded 4 optimal features with 57.42% confidence from JSON config
[2025-11-16T05:13:47.100133] [DEBUG] [MAG       ] Building data for symbol: HMY with lookback: 0
[2025-11-16T05:13:47.101201] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:47.101346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:47.103269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:47.104005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:47.104551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:47.106633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:47.155809] [DEBUG] [MAG       ] HTH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:47.244808] [INFO ] [LOCAL     ] HTH: Saved forecast.
[2025-11-16T05:13:47.244926] [INFO ] [main      ] HTH: Signal=1 (Conf=80.0%), Magnitude=0.36% (Conf=57.9952%)
[2025-11-16T05:13:47.245143] [INFO ] [main      ] Fetching symbol history for CLB...
[2025-11-16T05:13:47.245197] [DEBUG] [REMOTE    ] CLB: Fetching historical data.
[2025-11-16T05:13:47.246759] [INFO ] [main      ] Progress: 304/472 forecasts completed (64.4%). HTH finished in 0.7s. ETA: 29.8s. Rate: 337.80 forecasts/min
[2025-11-16T05:13:47.260735] [DEBUG] [REMOTE    ] CLB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:47.261426] [DEBUG] [LOCAL     ] Loaded configuration for CLB: 5 features, N/A% accuracy
[2025-11-16T05:13:47.261486] [INFO ] [LOCAL     ] CLB: Loaded 5 optimal features with 59.58% confidence from JSON config
[2025-11-16T05:13:47.261526] [DEBUG] [MAG       ] Building data for symbol: CLB with lookback: 0
[2025-11-16T05:13:47.262498] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:47.262580] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:47.264482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:47.265134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:47.265584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:47.268148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:13:47.269664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:47.290552] [DEBUG] [MAG       ] REZI: Last date is validated at 2025-11-14
[2025-11-16T05:13:47.324829] [DEBUG] [MAG       ] TDY: Last date is validated at 2025-11-14
[2025-11-16T05:13:47.452813] [DEBUG] [MAG       ] HMY: Last date is validated at 2025-11-14
[2025-11-16T05:13:47.464108] [DEBUG] [MAG       ] REZI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:47.499792] [DEBUG] [MAG       ] TDY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:47.593361] [INFO ] [LOCAL     ] REZI: Saved forecast.
[2025-11-16T05:13:47.593671] [INFO ] [main      ] REZI: Signal=1 (Conf=80.0%), Magnitude=0.57% (Conf=41.3326%)
[2025-11-16T05:13:47.593952] [INFO ] [main      ] Fetching symbol history for ARLO...
[2025-11-16T05:13:47.594083] [DEBUG] [REMOTE    ] ARLO: Fetching historical data.
[2025-11-16T05:13:47.594634] [INFO ] [main      ] Progress: 305/472 forecasts completed (64.6%). REZI finished in 0.9s. ETA: 29.8s. Rate: 336.75 forecasts/min
[2025-11-16T05:13:47.608740] [DEBUG] [REMOTE    ] ARLO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:47.609550] [DEBUG] [LOCAL     ] Loaded configuration for ARLO: 6 features, N/A% accuracy
[2025-11-16T05:13:47.609686] [INFO ] [LOCAL     ] ARLO: Loaded 6 optimal features with 42.99% confidence from JSON config
[2025-11-16T05:13:47.609789] [DEBUG] [MAG       ] Building data for symbol: ARLO with lookback: 0
[2025-11-16T05:13:47.610792] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:47.610929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:47.613535] [DEBUG] [MAG       ] CLB: Last date is validated at 2025-11-14
[2025-11-16T05:13:47.616101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:47.618095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:47.618753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:47.619764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:47.622302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:47.624379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:47.626477] [DEBUG] [MAG       ] HMY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:47.682972] [INFO ] [LOCAL     ] TDY: Saved forecast.
[2025-11-16T05:13:47.683265] [INFO ] [main      ] TDY: Signal=1 (Conf=80.0%), Magnitude=-2.54% (Conf=63.4188%)
[2025-11-16T05:13:47.683569] [INFO ] [main      ] Fetching symbol history for CIG...
[2025-11-16T05:13:47.683935] [DEBUG] [REMOTE    ] CIG: Fetching historical data.
[2025-11-16T05:13:47.685154] [INFO ] [main      ] Progress: 306/472 forecasts completed (64.8%). TDY finished in 0.7s. ETA: 29.5s. Rate: 337.29 forecasts/min
[2025-11-16T05:13:47.701331] [DEBUG] [REMOTE    ] CIG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:47.702159] [DEBUG] [LOCAL     ] Loaded configuration for CIG: 11 features, N/A% accuracy
[2025-11-16T05:13:47.702282] [INFO ] [LOCAL     ] CIG: Loaded 11 optimal features with 14.51% confidence from JSON config
[2025-11-16T05:13:47.702382] [DEBUG] [MAG       ] Building data for symbol: CIG with lookback: 0
[2025-11-16T05:13:47.703490] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:13:47.703678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:47.709272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:47.711765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:47.712516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:47.713143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:47.713681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:47.714822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:47.715812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:47.717857] [INFO ] [LOCAL     ] HMY: Saved forecast.
[2025-11-16T05:13:47.717966] [INFO ] [main      ] HMY: Signal=1 (Conf=80.0%), Magnitude=-6.68% (Conf=57.4183%)
[2025-11-16T05:13:47.718423] [INFO ] [main      ] Fetching symbol history for HAL...
[2025-11-16T05:13:47.718490] [DEBUG] [REMOTE    ] HAL: Fetching historical data.
[2025-11-16T05:13:47.718835] [INFO ] [main      ] Progress: 307/472 forecasts completed (65.0%). HMY finished in 0.6s. ETA: 29.3s. Rate: 338.18 forecasts/min
[2025-11-16T05:13:47.719418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:47.734174] [DEBUG] [REMOTE    ] HAL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:47.734869] [DEBUG] [LOCAL     ] Loaded configuration for HAL: 2 features, N/A% accuracy
[2025-11-16T05:13:47.734942] [INFO ] [LOCAL     ] HAL: Loaded 2 optimal features with 53.10% confidence from JSON config
[2025-11-16T05:13:47.734997] [DEBUG] [MAG       ] Building data for symbol: HAL with lookback: 0
[2025-11-16T05:13:47.735919] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:47.735997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:47.741708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:47.808255] [DEBUG] [MAG       ] CLB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:47.867187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:47.870511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:47.872710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:47.876057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:47.903296] [INFO ] [LOCAL     ] CLB: Saved forecast.
[2025-11-16T05:13:47.903586] [INFO ] [main      ] CLB: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=59.5835%)
[2025-11-16T05:13:47.903872] [INFO ] [main      ] Fetching symbol history for ODV...
[2025-11-16T05:13:47.903993] [DEBUG] [REMOTE    ] ODV: Fetching historical data.
[2025-11-16T05:13:47.905758] [INFO ] [main      ] Progress: 308/472 forecasts completed (65.3%). CLB finished in 0.7s. ETA: 29.1s. Rate: 338.12 forecasts/min
[2025-11-16T05:13:47.918266] [DEBUG] [REMOTE    ] ODV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:47.919345] [DEBUG] [LOCAL     ] Loaded configuration for ODV: 1 features, N/A% accuracy
[2025-11-16T05:13:47.919479] [INFO ] [LOCAL     ] ODV: Loaded 1 optimal features with 42.27% confidence from JSON config
[2025-11-16T05:13:47.919582] [DEBUG] [MAG       ] Building data for symbol: ODV with lookback: 0
[2025-11-16T05:13:47.920591] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:47.920774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:47.923459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:48.009067] [DEBUG] [MAG       ] ARLO: Last date is validated at 2025-11-14
[2025-11-16T05:13:48.187193] [DEBUG] [MAG       ] ARLO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:48.223745] [DEBUG] [MAG       ] CIG: Last date is validated at 2025-11-14
[2025-11-16T05:13:48.224843] [DEBUG] [MAG       ] HAL: Last date is validated at 2025-11-14
[2025-11-16T05:13:48.272591] [DEBUG] [MAG       ] ODV: Last date is validated at 2025-11-14
[2025-11-16T05:13:48.292000] [INFO ] [LOCAL     ] ARLO: Saved forecast.
[2025-11-16T05:13:48.292283] [INFO ] [main      ] ARLO: Signal=1 (Conf=80.0%), Magnitude=-2.11% (Conf=42.9851%)
[2025-11-16T05:13:48.292604] [INFO ] [main      ] Fetching symbol history for RYAN...
[2025-11-16T05:13:48.292755] [DEBUG] [REMOTE    ] RYAN: Fetching historical data.
[2025-11-16T05:13:48.293919] [INFO ] [main      ] Progress: 309/472 forecasts completed (65.5%). ARLO finished in 0.7s. ETA: 29.0s. Rate: 336.83 forecasts/min
[2025-11-16T05:13:48.307681] [DEBUG] [REMOTE    ] RYAN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:48.308726] [DEBUG] [LOCAL     ] Loaded configuration for RYAN: 8 features, N/A% accuracy
[2025-11-16T05:13:48.308849] [INFO ] [LOCAL     ] RYAN: Loaded 8 optimal features with 61.29% confidence from JSON config
[2025-11-16T05:13:48.308945] [DEBUG] [MAG       ] Building data for symbol: RYAN with lookback: 0
[2025-11-16T05:13:48.309942] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:48.310076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:48.311953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:48.312603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:48.313151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:48.313725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:48.369809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:48.375148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:13:48.377424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:13:48.379809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:48.397267] [DEBUG] [MAG       ] HAL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:48.401992] [DEBUG] [MAG       ] CIG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:48.443435] [DEBUG] [MAG       ] ODV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:48.475859] [INFO ] [LOCAL     ] CIG: Saved forecast.
[2025-11-16T05:13:48.476145] [INFO ] [main      ] CIG: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=14.5147%)
[2025-11-16T05:13:48.476449] [INFO ] [main      ] Fetching symbol history for CWAN...
[2025-11-16T05:13:48.476582] [DEBUG] [REMOTE    ] CWAN: Fetching historical data.
[2025-11-16T05:13:48.477869] [INFO ] [main      ] Progress: 310/472 forecasts completed (65.7%). CIG finished in 0.8s. ETA: 28.9s. Rate: 336.79 forecasts/min
[2025-11-16T05:13:48.491111] [DEBUG] [REMOTE    ] CWAN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:48.491915] [DEBUG] [LOCAL     ] Loaded configuration for CWAN: 4 features, N/A% accuracy
[2025-11-16T05:13:48.492040] [INFO ] [LOCAL     ] CWAN: Loaded 4 optimal features with 46.73% confidence from JSON config
[2025-11-16T05:13:48.492138] [DEBUG] [MAG       ] Building data for symbol: CWAN with lookback: 0
[2025-11-16T05:13:48.493187] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:48.493343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:48.495717] [INFO ] [LOCAL     ] HAL: Saved forecast.
[2025-11-16T05:13:48.495989] [INFO ] [main      ] HAL: Signal=1 (Conf=80.0%), Magnitude=0.34% (Conf=53.1005%)
[2025-11-16T05:13:48.496258] [INFO ] [main      ] Fetching symbol history for SPRU...
[2025-11-16T05:13:48.496380] [DEBUG] [REMOTE    ] SPRU: Fetching historical data.
[2025-11-16T05:13:48.497041] [INFO ] [main      ] Progress: 311/472 forecasts completed (65.9%). HAL finished in 0.8s. ETA: 28.6s. Rate: 337.76 forecasts/min
[2025-11-16T05:13:48.499176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:48.501223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:48.501831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:48.504695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:48.510298] [DEBUG] [REMOTE    ] SPRU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:48.510898] [DEBUG] [LOCAL     ] Loaded configuration for SPRU: 11 features, N/A% accuracy
[2025-11-16T05:13:48.510959] [INFO ] [LOCAL     ] SPRU: Loaded 11 optimal features with 53.29% confidence from JSON config
[2025-11-16T05:13:48.510998] [DEBUG] [MAG       ] Building data for symbol: SPRU with lookback: 0
[2025-11-16T05:13:48.510995] [INFO ] [LOCAL     ] ODV: Saved forecast.
[2025-11-16T05:13:48.511183] [INFO ] [main      ] ODV: Signal=1 (Conf=80.0%), Magnitude=2.82% (Conf=42.2678%)
[2025-11-16T05:13:48.511454] [INFO ] [main      ] Fetching symbol history for OIA...
[2025-11-16T05:13:48.511513] [DEBUG] [REMOTE    ] OIA: Fetching historical data.
[2025-11-16T05:13:48.511917] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:13:48.512023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:48.511981] [INFO ] [main      ] Progress: 312/472 forecasts completed (66.1%). ODV finished in 0.6s. ETA: 28.3s. Rate: 338.76 forecasts/min
[2025-11-16T05:13:48.513839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:48.514567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:48.515069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:48.525400] [DEBUG] [REMOTE    ] OIA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:48.526436] [DEBUG] [LOCAL     ] Loaded configuration for OIA: 2 features, N/A% accuracy
[2025-11-16T05:13:48.526694] [INFO ] [LOCAL     ] OIA: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-11-16T05:13:48.526774] [DEBUG] [MAG       ] Building data for symbol: OIA with lookback: 0
[2025-11-16T05:13:48.527698] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:48.527792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:48.532926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:48.550166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:48.560858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:48.562713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:48.563370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:48.564527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:48.566345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:48.567523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:13:48.568310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:13:48.571192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:48.754918] [DEBUG] [MAG       ] RYAN: Last date is validated at 2025-11-14
[2025-11-16T05:13:48.855129] [DEBUG] [MAG       ] CWAN: Last date is validated at 2025-11-14
[2025-11-16T05:13:48.893578] [DEBUG] [MAG       ] OIA: Last date is validated at 2025-11-14
[2025-11-16T05:13:48.929663] [DEBUG] [MAG       ] RYAN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:48.942213] [DEBUG] [MAG       ] SPRU: Last date is validated at 2025-11-14
[2025-11-16T05:13:49.030628] [DEBUG] [MAG       ] CWAN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:49.055824] [INFO ] [LOCAL     ] RYAN: Saved forecast.
[2025-11-16T05:13:49.056116] [INFO ] [main      ] RYAN: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=61.2946%)
[2025-11-16T05:13:49.056745] [INFO ] [main      ] Fetching symbol history for EHC...
[2025-11-16T05:13:49.056882] [DEBUG] [REMOTE    ] EHC: Fetching historical data.
[2025-11-16T05:13:49.056789] [INFO ] [main      ] Progress: 313/472 forecasts completed (66.3%). RYAN finished in 0.8s. ETA: 28.3s. Rate: 336.52 forecasts/min
[2025-11-16T05:13:49.067439] [DEBUG] [MAG       ] OIA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:49.072526] [DEBUG] [REMOTE    ] EHC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:49.073411] [DEBUG] [LOCAL     ] Loaded configuration for EHC: 6 features, N/A% accuracy
[2025-11-16T05:13:49.073493] [INFO ] [LOCAL     ] EHC: Loaded 6 optimal features with 46.79% confidence from JSON config
[2025-11-16T05:13:49.073546] [DEBUG] [MAG       ] Building data for symbol: EHC with lookback: 0
[2025-11-16T05:13:49.074626] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:49.074783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:49.134765] [INFO ] [LOCAL     ] OIA: Saved forecast.
[2025-11-16T05:13:49.134881] [INFO ] [main      ] OIA: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=46.2485%)
[2025-11-16T05:13:49.134760] [DEBUG] [MAG       ] SPRU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:49.135199] [INFO ] [main      ] Fetching symbol history for EL...
[2025-11-16T05:13:49.135553] [DEBUG] [REMOTE    ] EL: Fetching historical data.
[2025-11-16T05:13:49.135795] [INFO ] [main      ] Progress: 314/472 forecasts completed (66.5%). OIA finished in 0.6s. ETA: 28.1s. Rate: 337.12 forecasts/min
[2025-11-16T05:13:49.148639] [INFO ] [LOCAL     ] CWAN: Saved forecast.
[2025-11-16T05:13:49.148971] [INFO ] [main      ] CWAN: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=46.7338%)
[2025-11-16T05:13:49.149300] [INFO ] [main      ] Fetching symbol history for TRGP...
[2025-11-16T05:13:49.149724] [DEBUG] [REMOTE    ] TRGP: Fetching historical data.
[2025-11-16T05:13:49.149756] [INFO ] [main      ] Progress: 315/472 forecasts completed (66.7%). CWAN finished in 0.7s. ETA: 27.9s. Rate: 338.11 forecasts/min
[2025-11-16T05:13:49.150245] [DEBUG] [REMOTE    ] EL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:49.151007] [DEBUG] [LOCAL     ] Loaded configuration for EL: 6 features, N/A% accuracy
[2025-11-16T05:13:49.151135] [INFO ] [LOCAL     ] EL: Loaded 6 optimal features with 56.13% confidence from JSON config
[2025-11-16T05:13:49.151243] [DEBUG] [MAG       ] Building data for symbol: EL with lookback: 0
[2025-11-16T05:13:49.152350] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:49.152526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:49.157949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:49.164807] [DEBUG] [REMOTE    ] TRGP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:49.165578] [DEBUG] [LOCAL     ] Loaded configuration for TRGP: 3 features, N/A% accuracy
[2025-11-16T05:13:49.165661] [INFO ] [LOCAL     ] TRGP: Loaded 3 optimal features with 37.44% confidence from JSON config
[2025-11-16T05:13:49.165730] [DEBUG] [MAG       ] Building data for symbol: TRGP with lookback: 0
[2025-11-16T05:13:49.166698] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:49.166789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:49.168678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:49.170958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:13:49.171670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:49.215612] [INFO ] [LOCAL     ] SPRU: Saved forecast.
[2025-11-16T05:13:49.215779] [INFO ] [main      ] SPRU: Signal=1 (Conf=80.0%), Magnitude=-7.31% (Conf=53.2856%)
[2025-11-16T05:13:49.215997] [INFO ] [main      ] Fetching symbol history for AROC...
[2025-11-16T05:13:49.216321] [DEBUG] [REMOTE    ] AROC: Fetching historical data.
[2025-11-16T05:13:49.216980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:49.217410] [INFO ] [main      ] Progress: 316/472 forecasts completed (66.9%). SPRU finished in 0.7s. ETA: 27.6s. Rate: 338.77 forecasts/min
[2025-11-16T05:13:49.219543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:49.221018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:49.221859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:13:49.225020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:49.226184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:49.230678] [DEBUG] [REMOTE    ] AROC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:49.231587] [DEBUG] [LOCAL     ] Loaded configuration for AROC: 6 features, N/A% accuracy
[2025-11-16T05:13:49.231666] [INFO ] [LOCAL     ] AROC: Loaded 6 optimal features with 54.08% confidence from JSON config
[2025-11-16T05:13:49.231752] [DEBUG] [MAG       ] Building data for symbol: AROC with lookback: 0
[2025-11-16T05:13:49.232681] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:49.232762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:49.234587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:49.235197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:49.235613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:49.238175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:49.284490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:49.285119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:49.286618] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:49.286988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:49.287553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:49.288852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:49.291056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:49.514256] [DEBUG] [MAG       ] TRGP: Last date is validated at 2025-11-14
[2025-11-16T05:13:49.580070] [DEBUG] [MAG       ] EL: Last date is validated at 2025-11-14
[2025-11-16T05:13:49.650688] [DEBUG] [MAG       ] EHC: Last date is validated at 2025-11-14
[2025-11-16T05:13:49.652996] [DEBUG] [MAG       ] AROC: Last date is validated at 2025-11-14
[2025-11-16T05:13:49.758432] [DEBUG] [MAG       ] EL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:49.795292] [DEBUG] [MAG       ] TRGP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:49.824699] [DEBUG] [MAG       ] EHC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:49.835366] [DEBUG] [MAG       ] AROC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:49.899526] [INFO ] [LOCAL     ] EL: Saved forecast.
[2025-11-16T05:13:49.899856] [INFO ] [main      ] EL: Signal=1 (Conf=80.0%), Magnitude=-2.41% (Conf=56.1343%)
[2025-11-16T05:13:49.900387] [INFO ] [main      ] Fetching symbol history for MTN...
[2025-11-16T05:13:49.900518] [DEBUG] [REMOTE    ] MTN: Fetching historical data.
[2025-11-16T05:13:49.900441] [INFO ] [main      ] Progress: 317/472 forecasts completed (67.2%). EL finished in 0.8s. ETA: 27.7s. Rate: 335.75 forecasts/min
[2025-11-16T05:13:49.914733] [DEBUG] [REMOTE    ] MTN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:49.915400] [DEBUG] [LOCAL     ] Loaded configuration for MTN: 4 features, N/A% accuracy
[2025-11-16T05:13:49.915463] [INFO ] [LOCAL     ] MTN: Loaded 4 optimal features with 57.26% confidence from JSON config
[2025-11-16T05:13:49.915812] [DEBUG] [MAG       ] Building data for symbol: MTN with lookback: 0
[2025-11-16T05:13:49.916787] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:49.916880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:49.922032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:49.922956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:49.925401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:49.937881] [INFO ] [LOCAL     ] AROC: Saved forecast.
[2025-11-16T05:13:49.938163] [INFO ] [main      ] AROC: Signal=1 (Conf=80.0%), Magnitude=2.19% (Conf=54.0804%)
[2025-11-16T05:13:49.938439] [INFO ] [main      ] Fetching symbol history for ZH...
[2025-11-16T05:13:49.938560] [DEBUG] [REMOTE    ] ZH: Fetching historical data.
[2025-11-16T05:13:49.939490] [INFO ] [main      ] Progress: 318/472 forecasts completed (67.4%). AROC finished in 0.7s. ETA: 27.5s. Rate: 336.58 forecasts/min
[2025-11-16T05:13:49.942848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:49.953372] [DEBUG] [REMOTE    ] ZH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:49.953340] [INFO ] [LOCAL     ] EHC: Saved forecast.
[2025-11-16T05:13:49.953606] [INFO ] [main      ] EHC: Signal=1 (Conf=80.0%), Magnitude=1.52% (Conf=46.791%)
[2025-11-16T05:13:49.954019] [DEBUG] [LOCAL     ] Loaded configuration for ZH: 4 features, N/A% accuracy
[2025-11-16T05:13:49.954102] [INFO ] [LOCAL     ] ZH: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-11-16T05:13:49.954151] [DEBUG] [MAG       ] Building data for symbol: ZH with lookback: 0
[2025-11-16T05:13:49.953894] [INFO ] [main      ] Fetching symbol history for NDMO...
[2025-11-16T05:13:49.954266] [DEBUG] [REMOTE    ] NDMO: Fetching historical data.
[2025-11-16T05:13:49.955416] [INFO ] [main      ] Progress: 319/472 forecasts completed (67.6%). EHC finished in 0.9s. ETA: 27.2s. Rate: 337.54 forecasts/min
[2025-11-16T05:13:49.955092] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:49.955804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:49.957833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:49.958506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:49.959281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:49.961267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:49.968757] [DEBUG] [REMOTE    ] NDMO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:49.969368] [DEBUG] [LOCAL     ] Loaded configuration for NDMO: 10 features, N/A% accuracy
[2025-11-16T05:13:49.969423] [INFO ] [LOCAL     ] NDMO: Loaded 10 optimal features with 40.85% confidence from JSON config
[2025-11-16T05:13:49.969461] [DEBUG] [MAG       ] Building data for symbol: NDMO with lookback: 0
[2025-11-16T05:13:49.970410] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:13:49.970496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:49.975988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:49.978060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:49.978097] [INFO ] [LOCAL     ] TRGP: Saved forecast.
[2025-11-16T05:13:49.978198] [INFO ] [main      ] TRGP: Signal=1 (Conf=80.0%), Magnitude=3.11% (Conf=37.4428%)
[2025-11-16T05:13:49.978413] [INFO ] [main      ] Fetching symbol history for FERG...
[2025-11-16T05:13:49.978466] [DEBUG] [REMOTE    ] FERG: Fetching historical data.
[2025-11-16T05:13:49.979034] [INFO ] [main      ] Progress: 320/472 forecasts completed (67.8%). TRGP finished in 0.8s. ETA: 26.9s. Rate: 338.46 forecasts/min
[2025-11-16T05:13:49.978598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:49.979589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:49.993438] [DEBUG] [REMOTE    ] FERG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:49.994168] [DEBUG] [LOCAL     ] Loaded configuration for FERG: 4 features, N/A% accuracy
[2025-11-16T05:13:49.994229] [INFO ] [LOCAL     ] FERG: Loaded 4 optimal features with 54.56% confidence from JSON config
[2025-11-16T05:13:49.994282] [DEBUG] [MAG       ] Building data for symbol: FERG with lookback: 0
[2025-11-16T05:13:49.995209] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:49.995286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:49.997097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:49.997701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:49.998120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:13:49.998882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:50.027012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:50.087692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:50.091137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:50.091729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:50.092875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:50.095016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:50.279837] [DEBUG] [MAG       ] MTN: Last date is validated at 2025-11-14
[2025-11-16T05:13:50.313008] [DEBUG] [MAG       ] ZH: Last date is validated at 2025-11-14
[2025-11-16T05:13:50.360531] [DEBUG] [MAG       ] FERG: Last date is validated at 2025-11-14
[2025-11-16T05:13:50.452301] [DEBUG] [MAG       ] MTN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:50.457799] [DEBUG] [MAG       ] NDMO: Last date is validated at 2025-11-14
[2025-11-16T05:13:50.492614] [DEBUG] [MAG       ] ZH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:50.535401] [DEBUG] [MAG       ] FERG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:50.561491] [INFO ] [LOCAL     ] ZH: Saved forecast.
[2025-11-16T05:13:50.561800] [INFO ] [main      ] ZH: Signal=1 (Conf=80.0%), Magnitude=0.26% (Conf=56.6932%)
[2025-11-16T05:13:50.562319] [INFO ] [main      ] Fetching symbol history for IFS...
[2025-11-16T05:13:50.562447] [DEBUG] [REMOTE    ] IFS: Fetching historical data.
[2025-11-16T05:13:50.562791] [INFO ] [main      ] Progress: 321/472 forecasts completed (68.0%). ZH finished in 0.6s. ETA: 27.0s. Rate: 336.06 forecasts/min
[2025-11-16T05:13:50.577166] [DEBUG] [REMOTE    ] IFS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:50.578257] [DEBUG] [LOCAL     ] Loaded configuration for IFS: 2 features, N/A% accuracy
[2025-11-16T05:13:50.578388] [INFO ] [LOCAL     ] IFS: Loaded 2 optimal features with 62.40% confidence from JSON config
[2025-11-16T05:13:50.578540] [DEBUG] [MAG       ] Building data for symbol: IFS with lookback: 0
[2025-11-16T05:13:50.579533] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:50.579698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:50.584853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:50.586918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:50.599621] [INFO ] [LOCAL     ] MTN: Saved forecast.
[2025-11-16T05:13:50.599921] [INFO ] [main      ] MTN: Signal=1 (Conf=80.0%), Magnitude=1.99% (Conf=57.2605%)
[2025-11-16T05:13:50.600461] [INFO ] [main      ] Fetching symbol history for FIS...
[2025-11-16T05:13:50.600580] [DEBUG] [REMOTE    ] FIS: Fetching historical data.
[2025-11-16T05:13:50.600779] [INFO ] [main      ] Progress: 322/472 forecasts completed (68.2%). MTN finished in 0.7s. ETA: 26.7s. Rate: 336.88 forecasts/min
[2025-11-16T05:13:50.614930] [DEBUG] [REMOTE    ] FIS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:50.615722] [DEBUG] [LOCAL     ] Loaded configuration for FIS: 4 features, N/A% accuracy
[2025-11-16T05:13:50.615858] [INFO ] [LOCAL     ] FIS: Loaded 4 optimal features with 50.30% confidence from JSON config
[2025-11-16T05:13:50.615969] [DEBUG] [MAG       ] Building data for symbol: FIS with lookback: 0
[2025-11-16T05:13:50.617012] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:50.617158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:50.622436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:50.623405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:50.640392] [DEBUG] [MAG       ] NDMO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:50.684266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:50.685831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:50.709884] [INFO ] [LOCAL     ] FERG: Saved forecast.
[2025-11-16T05:13:50.710190] [INFO ] [main      ] FERG: Signal=1 (Conf=80.0%), Magnitude=-1.54% (Conf=54.5551%)
[2025-11-16T05:13:50.710469] [INFO ] [main      ] Fetching symbol history for SFBS...
[2025-11-16T05:13:50.710929] [DEBUG] [REMOTE    ] SFBS: Fetching historical data.
[2025-11-16T05:13:50.711773] [INFO ] [main      ] Progress: 323/472 forecasts completed (68.4%). FERG finished in 0.7s. ETA: 26.5s. Rate: 337.27 forecasts/min
[2025-11-16T05:13:50.719051] [INFO ] [LOCAL     ] NDMO: Saved forecast.
[2025-11-16T05:13:50.719281] [INFO ] [main      ] NDMO: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=40.8462%)
[2025-11-16T05:13:50.719560] [INFO ] [main      ] Fetching symbol history for SB...
[2025-11-16T05:13:50.719880] [DEBUG] [REMOTE    ] SB: Fetching historical data.
[2025-11-16T05:13:50.720871] [INFO ] [main      ] Progress: 324/472 forecasts completed (68.6%). NDMO finished in 0.8s. ETA: 26.3s. Rate: 338.26 forecasts/min
[2025-11-16T05:13:50.726210] [DEBUG] [REMOTE    ] SFBS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:50.727044] [DEBUG] [LOCAL     ] Loaded configuration for SFBS: 6 features, N/A% accuracy
[2025-11-16T05:13:50.727168] [INFO ] [LOCAL     ] SFBS: Loaded 6 optimal features with 40.01% confidence from JSON config
[2025-11-16T05:13:50.727272] [DEBUG] [MAG       ] Building data for symbol: SFBS with lookback: 0
[2025-11-16T05:13:50.728313] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:50.728449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:50.733880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:50.735703] [DEBUG] [REMOTE    ] SB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:50.736142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:50.736373] [DEBUG] [LOCAL     ] Loaded configuration for SB: 4 features, N/A% accuracy
[2025-11-16T05:13:50.736437] [INFO ] [LOCAL     ] SB: Loaded 4 optimal features with 54.07% confidence from JSON config
[2025-11-16T05:13:50.736475] [DEBUG] [MAG       ] Building data for symbol: SB with lookback: 0
[2025-11-16T05:13:50.736868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:50.737405] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:50.737484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:50.739567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:50.785034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:50.845458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:50.848163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:50.849290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:50.877385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:50.879189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:50.939304] [DEBUG] [MAG       ] IFS: Last date is validated at 2025-11-14
[2025-11-16T05:13:51.035167] [DEBUG] [MAG       ] FIS: Last date is validated at 2025-11-14
[2025-11-16T05:13:51.123336] [DEBUG] [MAG       ] IFS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:51.207565] [DEBUG] [MAG       ] FIS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:51.211228] [INFO ] [LOCAL     ] IFS: Saved forecast.
[2025-11-16T05:13:51.211532] [INFO ] [main      ] IFS: Signal=1 (Conf=80.0%), Magnitude=-3.74% (Conf=62.4004%)
[2025-11-16T05:13:51.212120] [INFO ] [main      ] Fetching symbol history for OMC...
[2025-11-16T05:13:51.212198] [DEBUG] [REMOTE    ] OMC: Fetching historical data.
[2025-11-16T05:13:51.212794] [INFO ] [main      ] Progress: 325/472 forecasts completed (68.9%). IFS finished in 0.6s. ETA: 26.2s. Rate: 336.43 forecasts/min
[2025-11-16T05:13:51.221323] [DEBUG] [MAG       ] SB: Last date is validated at 2025-11-14
[2025-11-16T05:13:51.229359] [DEBUG] [REMOTE    ] OMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:51.230301] [DEBUG] [LOCAL     ] Loaded configuration for OMC: 6 features, N/A% accuracy
[2025-11-16T05:13:51.230466] [INFO ] [LOCAL     ] OMC: Loaded 6 optimal features with 53.21% confidence from JSON config
[2025-11-16T05:13:51.230570] [DEBUG] [MAG       ] Building data for symbol: OMC with lookback: 0
[2025-11-16T05:13:51.232216] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:51.232557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:51.239569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:51.241495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:51.245262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:51.250882] [DEBUG] [MAG       ] SFBS: Last date is validated at 2025-11-14
[2025-11-16T05:13:51.306481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:51.307741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:51.312681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:51.327884] [INFO ] [LOCAL     ] FIS: Saved forecast.
[2025-11-16T05:13:51.328180] [INFO ] [main      ] FIS: Signal=1 (Conf=80.0%), Magnitude=0.48% (Conf=50.2973%)
[2025-11-16T05:13:51.328453] [INFO ] [main      ] Fetching symbol history for ASGN...
[2025-11-16T05:13:51.328830] [DEBUG] [REMOTE    ] ASGN: Fetching historical data.
[2025-11-16T05:13:51.330748] [INFO ] [main      ] Progress: 326/472 forecasts completed (69.1%). FIS finished in 0.7s. ETA: 26.0s. Rate: 336.78 forecasts/min
[2025-11-16T05:13:51.343510] [DEBUG] [REMOTE    ] ASGN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:51.344251] [DEBUG] [LOCAL     ] Loaded configuration for ASGN: 7 features, N/A% accuracy
[2025-11-16T05:13:51.344379] [INFO ] [LOCAL     ] ASGN: Loaded 7 optimal features with 61.93% confidence from JSON config
[2025-11-16T05:13:51.344482] [DEBUG] [MAG       ] Building data for symbol: ASGN with lookback: 0
[2025-11-16T05:13:51.345448] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:51.345865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:51.347769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:51.348426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:51.348994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:51.349484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:51.403918] [DEBUG] [MAG       ] SB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:51.426008] [DEBUG] [MAG       ] SFBS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:51.476865] [INFO ] [LOCAL     ] SB: Saved forecast.
[2025-11-16T05:13:51.476977] [INFO ] [main      ] SB: Signal=1 (Conf=80.0%), Magnitude=-1.51% (Conf=54.0689%)
[2025-11-16T05:13:51.477213] [INFO ] [main      ] Fetching symbol history for NMR...
[2025-11-16T05:13:51.477425] [DEBUG] [REMOTE    ] NMR: Fetching historical data.
[2025-11-16T05:13:51.477770] [INFO ] [main      ] Progress: 327/472 forecasts completed (69.3%). SB finished in 0.8s. ETA: 25.8s. Rate: 336.96 forecasts/min
[2025-11-16T05:13:51.491522] [DEBUG] [REMOTE    ] NMR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:51.492396] [DEBUG] [LOCAL     ] Loaded configuration for NMR: 2 features, N/A% accuracy
[2025-11-16T05:13:51.492539] [INFO ] [LOCAL     ] NMR: Loaded 2 optimal features with 48.29% confidence from JSON config
[2025-11-16T05:13:51.492667] [DEBUG] [MAG       ] Building data for symbol: NMR with lookback: 0
[2025-11-16T05:13:51.493164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:51.493746] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:51.493915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:51.495892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:51.496579] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:51.540755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:51.543337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:51.561722] [INFO ] [LOCAL     ] SFBS: Saved forecast.
[2025-11-16T05:13:51.561866] [INFO ] [main      ] SFBS: Signal=1 (Conf=80.0%), Magnitude=-0.16% (Conf=40.0065%)
[2025-11-16T05:13:51.562236] [INFO ] [main      ] Fetching symbol history for ACEL...
[2025-11-16T05:13:51.562619] [DEBUG] [REMOTE    ] ACEL: Fetching historical data.
[2025-11-16T05:13:51.563710] [INFO ] [main      ] Progress: 328/472 forecasts completed (69.5%). SFBS finished in 0.9s. ETA: 25.6s. Rate: 337.49 forecasts/min
[2025-11-16T05:13:51.577058] [DEBUG] [REMOTE    ] ACEL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:51.577881] [DEBUG] [LOCAL     ] Loaded configuration for ACEL: 3 features, N/A% accuracy
[2025-11-16T05:13:51.577952] [INFO ] [LOCAL     ] ACEL: Loaded 3 optimal features with 48.52% confidence from JSON config
[2025-11-16T05:13:51.578055] [DEBUG] [MAG       ] Building data for symbol: ACEL with lookback: 0
[2025-11-16T05:13:51.579007] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:51.579094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:51.584193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:51.585017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:51.587208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:51.670828] [DEBUG] [MAG       ] OMC: Last date is validated at 2025-11-14
[2025-11-16T05:13:51.844005] [DEBUG] [MAG       ] OMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:51.896127] [DEBUG] [MAG       ] ASGN: Last date is validated at 2025-11-14
[2025-11-16T05:13:51.929537] [DEBUG] [MAG       ] ACEL: Last date is validated at 2025-11-14
[2025-11-16T05:13:51.950194] [DEBUG] [MAG       ] NMR: Last date is validated at 2025-11-14
[2025-11-16T05:13:51.974214] [INFO ] [LOCAL     ] OMC: Saved forecast.
[2025-11-16T05:13:51.974497] [INFO ] [main      ] OMC: Signal=1 (Conf=80.0%), Magnitude=0.74% (Conf=53.2058%)
[2025-11-16T05:13:51.974796] [INFO ] [main      ] Fetching symbol history for DB...
[2025-11-16T05:13:51.974912] [DEBUG] [REMOTE    ] DB: Fetching historical data.
[2025-11-16T05:13:51.976082] [INFO ] [main      ] Progress: 329/472 forecasts completed (69.7%). OMC finished in 0.8s. ETA: 25.5s. Rate: 336.14 forecasts/min
[2025-11-16T05:13:51.991430] [DEBUG] [REMOTE    ] DB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:51.992227] [DEBUG] [LOCAL     ] Loaded configuration for DB: 8 features, N/A% accuracy
[2025-11-16T05:13:51.992352] [INFO ] [LOCAL     ] DB: Loaded 8 optimal features with 48.86% confidence from JSON config
[2025-11-16T05:13:51.992450] [DEBUG] [MAG       ] Building data for symbol: DB with lookback: 0
[2025-11-16T05:13:51.993404] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:51.993540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:51.995478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:51.996194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:51.996722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:13:51.997520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:51.998068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:51.999386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:13:52.001765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:13:52.003726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:52.064115] [DEBUG] [MAG       ] ASGN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:52.103991] [DEBUG] [MAG       ] ACEL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:52.122154] [DEBUG] [MAG       ] NMR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:52.180307] [INFO ] [LOCAL     ] ASGN: Saved forecast.
[2025-11-16T05:13:52.180615] [INFO ] [main      ] ASGN: Signal=1 (Conf=80.0%), Magnitude=1.44% (Conf=61.9295%)
[2025-11-16T05:13:52.181057] [INFO ] [main      ] Fetching symbol history for RHP...
[2025-11-16T05:13:52.181181] [DEBUG] [REMOTE    ] RHP: Fetching historical data.
[2025-11-16T05:13:52.181777] [INFO ] [main      ] Progress: 330/472 forecasts completed (69.9%). ASGN finished in 0.9s. ETA: 25.4s. Rate: 335.99 forecasts/min
[2025-11-16T05:13:52.184047] [INFO ] [LOCAL     ] ACEL: Saved forecast.
[2025-11-16T05:13:52.184354] [INFO ] [main      ] ACEL: Signal=1 (Conf=80.0%), Magnitude=-1.79% (Conf=48.5207%)
[2025-11-16T05:13:52.184962] [INFO ] [main      ] Progress: 331/472 forecasts completed (70.1%). ACEL finished in 0.6s. ETA: 25.1s. Rate: 336.99 forecasts/min
[2025-11-16T05:13:52.185112] [INFO ] [main      ] Fetching symbol history for ELV...
[2025-11-16T05:13:52.185326] [DEBUG] [REMOTE    ] ELV: Fetching historical data.
[2025-11-16T05:13:52.185884] [INFO ] [LOCAL     ] NMR: Saved forecast.
[2025-11-16T05:13:52.186182] [INFO ] [main      ] NMR: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=48.2856%)
[2025-11-16T05:13:52.186399] [INFO ] [main      ] Fetching symbol history for BKE...
[2025-11-16T05:13:52.186552] [DEBUG] [REMOTE    ] BKE: Fetching historical data.
[2025-11-16T05:13:52.186622] [INFO ] [main      ] Progress: 332/472 forecasts completed (70.3%). NMR finished in 0.7s. ETA: 24.9s. Rate: 338.00 forecasts/min
[2025-11-16T05:13:52.193982] [DEBUG] [REMOTE    ] RHP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:52.194726] [DEBUG] [LOCAL     ] Loaded configuration for RHP: 1 features, N/A% accuracy
[2025-11-16T05:13:52.194796] [INFO ] [LOCAL     ] RHP: Loaded 1 optimal features with 62.02% confidence from JSON config
[2025-11-16T05:13:52.194940] [DEBUG] [MAG       ] Building data for symbol: RHP with lookback: 0
[2025-11-16T05:13:52.195835] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:52.195968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:13:52.197571] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:52.200182] [DEBUG] [REMOTE    ] ELV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:52.200873] [DEBUG] [LOCAL     ] Loaded configuration for ELV: 4 features, N/A% accuracy
[2025-11-16T05:13:52.200960] [INFO ] [LOCAL     ] ELV: Loaded 4 optimal features with 58.83% confidence from JSON config
[2025-11-16T05:13:52.201011] [DEBUG] [MAG       ] Building data for symbol: ELV with lookback: 0
[2025-11-16T05:13:52.201064] [DEBUG] [REMOTE    ] BKE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:52.201593] [DEBUG] [LOCAL     ] Loaded configuration for BKE: 6 features, N/A% accuracy
[2025-11-16T05:13:52.201667] [INFO ] [LOCAL     ] BKE: Loaded 6 optimal features with 50.07% confidence from JSON config
[2025-11-16T05:13:52.201714] [DEBUG] [MAG       ] Building data for symbol: BKE with lookback: 0
[2025-11-16T05:13:52.202078] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:52.202303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:52.202577] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:52.202676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:52.204335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:52.204514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:52.205127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:52.205163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:52.205575] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:52.205817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:52.206632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:52.207357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:52.208058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:52.296258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:52.360311] [DEBUG] [MAG       ] DB: Last date is validated at 2025-11-14
[2025-11-16T05:13:52.537072] [DEBUG] [MAG       ] DB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:52.552511] [DEBUG] [MAG       ] BKE: Last date is validated at 2025-11-14
[2025-11-16T05:13:52.591418] [DEBUG] [MAG       ] RHP: Last date is validated at 2025-11-14
[2025-11-16T05:13:52.628569] [INFO ] [LOCAL     ] DB: Saved forecast.
[2025-11-16T05:13:52.628874] [INFO ] [main      ] DB: Signal=1 (Conf=80.0%), Magnitude=0.20% (Conf=48.8642%)
[2025-11-16T05:13:52.629112] [INFO ] [main      ] Fetching symbol history for FPI...
[2025-11-16T05:13:52.629418] [DEBUG] [REMOTE    ] FPI: Fetching historical data.
[2025-11-16T05:13:52.630440] [INFO ] [main      ] Progress: 333/472 forecasts completed (70.6%). DB finished in 0.7s. ETA: 24.8s. Rate: 336.48 forecasts/min
[2025-11-16T05:13:52.640807] [DEBUG] [MAG       ] ELV: Last date is validated at 2025-11-14
[2025-11-16T05:13:52.643120] [DEBUG] [REMOTE    ] FPI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:52.643830] [DEBUG] [LOCAL     ] Loaded configuration for FPI: 3 features, N/A% accuracy
[2025-11-16T05:13:52.643948] [INFO ] [LOCAL     ] FPI: Loaded 3 optimal features with 56.29% confidence from JSON config
[2025-11-16T05:13:52.644046] [DEBUG] [MAG       ] Building data for symbol: FPI with lookback: 0
[2025-11-16T05:13:52.644910] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:52.645055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:52.650036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:52.651381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:52.653312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:52.728226] [DEBUG] [MAG       ] BKE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:52.761051] [DEBUG] [MAG       ] RHP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:52.818017] [DEBUG] [MAG       ] ELV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:52.828180] [INFO ] [LOCAL     ] BKE: Saved forecast.
[2025-11-16T05:13:52.828481] [INFO ] [main      ] BKE: Signal=1 (Conf=80.0%), Magnitude=1.14% (Conf=50.0694%)
[2025-11-16T05:13:52.828790] [INFO ] [main      ] Fetching symbol history for NCA...
[2025-11-16T05:13:52.828915] [DEBUG] [REMOTE    ] NCA: Fetching historical data.
[2025-11-16T05:13:52.830052] [INFO ] [main      ] Progress: 334/472 forecasts completed (70.8%). BKE finished in 0.6s. ETA: 24.6s. Rate: 336.36 forecasts/min
[2025-11-16T05:13:52.843021] [DEBUG] [REMOTE    ] NCA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:52.843861] [DEBUG] [LOCAL     ] Loaded configuration for NCA: 9 features, N/A% accuracy
[2025-11-16T05:13:52.843934] [INFO ] [LOCAL     ] NCA: Loaded 9 optimal features with 26.18% confidence from JSON config
[2025-11-16T05:13:52.844042] [DEBUG] [MAG       ] Building data for symbol: NCA with lookback: 0
[2025-11-16T05:13:52.845034] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:13:52.845124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:52.850205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:52.852142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:52.852739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:52.853715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:52.880506] [INFO ] [LOCAL     ] RHP: Saved forecast.
[2025-11-16T05:13:52.880841] [INFO ] [main      ] RHP: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=62.0223%)
[2025-11-16T05:13:52.881287] [INFO ] [main      ] Fetching symbol history for SGHC...
[2025-11-16T05:13:52.881414] [DEBUG] [REMOTE    ] SGHC: Fetching historical data.
[2025-11-16T05:13:52.881768] [INFO ] [main      ] Progress: 335/472 forecasts completed (71.0%). RHP finished in 0.7s. ETA: 24.4s. Rate: 337.07 forecasts/min
[2025-11-16T05:13:52.894393] [DEBUG] [REMOTE    ] SGHC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:52.895426] [DEBUG] [LOCAL     ] Loaded configuration for SGHC: 6 features, N/A% accuracy
[2025-11-16T05:13:52.895496] [INFO ] [LOCAL     ] SGHC: Loaded 6 optimal features with 54.31% confidence from JSON config
[2025-11-16T05:13:52.895611] [DEBUG] [MAG       ] Building data for symbol: SGHC with lookback: 0
[2025-11-16T05:13:52.896599] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:52.896707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:52.901705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:52.903792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:52.904333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:52.904864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:52.907378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:52.909165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:52.980965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:52.984099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:52.995019] [DEBUG] [MAG       ] FPI: Last date is validated at 2025-11-14
[2025-11-16T05:13:53.003590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:53.004890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:13:53.006173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:53.007008] [INFO ] [LOCAL     ] ELV: Saved forecast.
[2025-11-16T05:13:53.007299] [INFO ] [main      ] ELV: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=58.8301%)
[2025-11-16T05:13:53.008002] [INFO ] [main      ] Fetching symbol history for THO...
[2025-11-16T05:13:53.008133] [DEBUG] [REMOTE    ] THO: Fetching historical data.
[2025-11-16T05:13:53.008746] [INFO ] [main      ] Progress: 336/472 forecasts completed (71.2%). ELV finished in 0.8s. ETA: 24.2s. Rate: 337.36 forecasts/min
[2025-11-16T05:13:53.023455] [DEBUG] [REMOTE    ] THO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:53.024351] [DEBUG] [LOCAL     ] Loaded configuration for THO: 5 features, N/A% accuracy
[2025-11-16T05:13:53.024529] [INFO ] [LOCAL     ] THO: Loaded 5 optimal features with 53.64% confidence from JSON config
[2025-11-16T05:13:53.024696] [DEBUG] [MAG       ] Building data for symbol: THO with lookback: 0
[2025-11-16T05:13:53.025765] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:53.025854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:53.027795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:53.028448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:53.029300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:53.075287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:53.078353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:53.173639] [DEBUG] [MAG       ] FPI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:53.243212] [INFO ] [LOCAL     ] FPI: Saved forecast.
[2025-11-16T05:13:53.243509] [INFO ] [main      ] FPI: Signal=1 (Conf=80.0%), Magnitude=1.20% (Conf=56.2921%)
[2025-11-16T05:13:53.243999] [INFO ] [main      ] Fetching symbol history for SOJD...
[2025-11-16T05:13:53.244078] [DEBUG] [REMOTE    ] SOJD: Fetching historical data.
[2025-11-16T05:13:53.243916] [DEBUG] [MAG       ] SGHC: Last date is validated at 2025-11-14
[2025-11-16T05:13:53.245149] [INFO ] [main      ] Progress: 337/472 forecasts completed (71.4%). FPI finished in 0.6s. ETA: 24.0s. Rate: 337.03 forecasts/min
[2025-11-16T05:13:53.258961] [DEBUG] [REMOTE    ] SOJD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:53.260050] [DEBUG] [LOCAL     ] Loaded configuration for SOJD: 4 features, N/A% accuracy
[2025-11-16T05:13:53.260176] [INFO ] [LOCAL     ] SOJD: Loaded 4 optimal features with 49.77% confidence from JSON config
[2025-11-16T05:13:53.260282] [DEBUG] [MAG       ] Building data for symbol: SOJD with lookback: 0
[2025-11-16T05:13:53.261257] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:53.261397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:53.263969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:53.265185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:53.267422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:13:53.273265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:53.347262] [DEBUG] [MAG       ] NCA: Last date is validated at 2025-11-14
[2025-11-16T05:13:53.411244] [DEBUG] [MAG       ] SGHC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:53.422406] [DEBUG] [MAG       ] THO: Last date is validated at 2025-11-14
[2025-11-16T05:13:53.491440] [INFO ] [LOCAL     ] SGHC: Saved forecast.
[2025-11-16T05:13:53.491774] [INFO ] [main      ] SGHC: Signal=1 (Conf=80.0%), Magnitude=3.98% (Conf=54.3125%)
[2025-11-16T05:13:53.492205] [INFO ] [main      ] Fetching symbol history for AXS...
[2025-11-16T05:13:53.492329] [DEBUG] [REMOTE    ] AXS: Fetching historical data.
[2025-11-16T05:13:53.492769] [INFO ] [main      ] Progress: 338/472 forecasts completed (71.6%). SGHC finished in 0.6s. ETA: 23.9s. Rate: 336.64 forecasts/min
[2025-11-16T05:13:53.507006] [DEBUG] [REMOTE    ] AXS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:53.507883] [DEBUG] [LOCAL     ] Loaded configuration for AXS: 1 features, N/A% accuracy
[2025-11-16T05:13:53.508035] [INFO ] [LOCAL     ] AXS: Loaded 1 optimal features with 58.03% confidence from JSON config
[2025-11-16T05:13:53.508167] [DEBUG] [MAG       ] Building data for symbol: AXS with lookback: 0
[2025-11-16T05:13:53.509223] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:13:53.509387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:53.516042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:53.528137] [DEBUG] [MAG       ] NCA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:53.596132] [DEBUG] [MAG       ] THO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:53.601096] [INFO ] [LOCAL     ] NCA: Saved forecast.
[2025-11-16T05:13:53.601395] [INFO ] [main      ] NCA: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=26.1771%)
[2025-11-16T05:13:53.601629] [INFO ] [main      ] Fetching symbol history for D...
[2025-11-16T05:13:53.601815] [DEBUG] [REMOTE    ] D: Fetching historical data.
[2025-11-16T05:13:53.603766] [INFO ] [main      ] Progress: 339/472 forecasts completed (71.8%). NCA finished in 0.8s. ETA: 23.7s. Rate: 337.02 forecasts/min
[2025-11-16T05:13:53.614612] [DEBUG] [REMOTE    ] D: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:53.615567] [DEBUG] [LOCAL     ] Loaded configuration for D: 4 features, N/A% accuracy
[2025-11-16T05:13:53.615710] [INFO ] [LOCAL     ] D: Loaded 4 optimal features with 58.03% confidence from JSON config
[2025-11-16T05:13:53.615808] [DEBUG] [MAG       ] Building data for symbol: D with lookback: 0
[2025-11-16T05:13:53.616775] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:53.616907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:53.618858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:53.619475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:53.621278] [DEBUG] [MAG       ] SOJD: Last date is validated at 2025-11-14
[2025-11-16T05:13:53.624085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:13:53.625368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:53.740449] [INFO ] [LOCAL     ] THO: Saved forecast.
[2025-11-16T05:13:53.740749] [INFO ] [main      ] THO: Signal=1 (Conf=80.0%), Magnitude=0.95% (Conf=53.6412%)
[2025-11-16T05:13:53.741245] [INFO ] [main      ] Fetching symbol history for VKQ...
[2025-11-16T05:13:53.741362] [DEBUG] [REMOTE    ] VKQ: Fetching historical data.
[2025-11-16T05:13:53.741752] [INFO ] [main      ] Progress: 340/472 forecasts completed (72.0%). THO finished in 0.7s. ETA: 23.5s. Rate: 337.24 forecasts/min
[2025-11-16T05:13:53.755243] [DEBUG] [REMOTE    ] VKQ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:53.756335] [DEBUG] [LOCAL     ] Loaded configuration for VKQ: 4 features, N/A% accuracy
[2025-11-16T05:13:53.756455] [INFO ] [LOCAL     ] VKQ: Loaded 4 optimal features with 56.71% confidence from JSON config
[2025-11-16T05:13:53.756572] [DEBUG] [MAG       ] Building data for symbol: VKQ with lookback: 0
[2025-11-16T05:13:53.757590] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:53.757747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:53.758809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:53.761402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:53.793451] [DEBUG] [MAG       ] SOJD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:53.861714] [DEBUG] [MAG       ] AXS: Last date is validated at 2025-11-14
[2025-11-16T05:13:53.870749] [INFO ] [LOCAL     ] SOJD: Saved forecast.
[2025-11-16T05:13:53.871047] [INFO ] [main      ] SOJD: Signal=1 (Conf=80.0%), Magnitude=-1.12% (Conf=49.7675%)
[2025-11-16T05:13:53.871277] [INFO ] [main      ] Fetching symbol history for CCO...
[2025-11-16T05:13:53.871401] [DEBUG] [REMOTE    ] CCO: Fetching historical data.
[2025-11-16T05:13:53.872525] [INFO ] [main      ] Progress: 341/472 forecasts completed (72.2%). SOJD finished in 0.6s. ETA: 23.3s. Rate: 337.50 forecasts/min
[2025-11-16T05:13:53.885946] [DEBUG] [REMOTE    ] CCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:53.887051] [DEBUG] [LOCAL     ] Loaded configuration for CCO: 2 features, N/A% accuracy
[2025-11-16T05:13:53.887127] [INFO ] [LOCAL     ] CCO: Loaded 2 optimal features with 25.58% confidence from JSON config
[2025-11-16T05:13:53.887248] [DEBUG] [MAG       ] Building data for symbol: CCO with lookback: 0
[2025-11-16T05:13:53.888257] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:53.888344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:53.888962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:53.889507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:53.894010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:53.950041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:53.963257] [DEBUG] [MAG       ] D: Last date is validated at 2025-11-14
[2025-11-16T05:13:54.029782] [DEBUG] [MAG       ] AXS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:54.131194] [DEBUG] [MAG       ] D: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:54.139175] [INFO ] [LOCAL     ] AXS: Saved forecast.
[2025-11-16T05:13:54.139485] [INFO ] [main      ] AXS: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=58.033%)
[2025-11-16T05:13:54.139927] [INFO ] [main      ] Fetching symbol history for CRM...
[2025-11-16T05:13:54.140056] [DEBUG] [REMOTE    ] CRM: Fetching historical data.
[2025-11-16T05:13:54.140767] [INFO ] [main      ] Progress: 342/472 forecasts completed (72.5%). AXS finished in 0.6s. ETA: 23.1s. Rate: 337.00 forecasts/min
[2025-11-16T05:13:54.153329] [DEBUG] [REMOTE    ] CRM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:54.154026] [DEBUG] [LOCAL     ] Loaded configuration for CRM: 5 features, N/A% accuracy
[2025-11-16T05:13:54.154105] [INFO ] [LOCAL     ] CRM: Loaded 5 optimal features with 46.99% confidence from JSON config
[2025-11-16T05:13:54.154153] [DEBUG] [MAG       ] Building data for symbol: CRM with lookback: 0
[2025-11-16T05:13:54.155026] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:54.155119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:54.156937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:54.157477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:54.160268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:13:54.161513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:54.162619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:54.273589] [DEBUG] [MAG       ] CCO: Last date is validated at 2025-11-14
[2025-11-16T05:13:54.294828] [DEBUG] [MAG       ] VKQ: Last date is validated at 2025-11-14
[2025-11-16T05:13:54.332707] [INFO ] [LOCAL     ] D: Saved forecast.
[2025-11-16T05:13:54.332982] [INFO ] [main      ] D: Signal=1 (Conf=80.0%), Magnitude=-0.04% (Conf=58.0291%)
[2025-11-16T05:13:54.333215] [INFO ] [main      ] Fetching symbol history for CNM...
[2025-11-16T05:13:54.333328] [DEBUG] [REMOTE    ] CNM: Fetching historical data.
[2025-11-16T05:13:54.333765] [INFO ] [main      ] Progress: 343/472 forecasts completed (72.7%). D finished in 0.7s. ETA: 23.0s. Rate: 336.92 forecasts/min
[2025-11-16T05:13:54.346244] [DEBUG] [REMOTE    ] CNM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:54.347218] [DEBUG] [LOCAL     ] Loaded configuration for CNM: 5 features, N/A% accuracy
[2025-11-16T05:13:54.347337] [INFO ] [LOCAL     ] CNM: Loaded 5 optimal features with 50.37% confidence from JSON config
[2025-11-16T05:13:54.347434] [DEBUG] [MAG       ] Building data for symbol: CNM with lookback: 0
[2025-11-16T05:13:54.348307] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:54.348440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:54.353411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:54.354464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:54.355750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:13:54.358512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:54.359662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:54.471430] [DEBUG] [MAG       ] VKQ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:54.473689] [DEBUG] [MAG       ] CCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:54.498106] [DEBUG] [MAG       ] CRM: Last date is validated at 2025-11-14
[2025-11-16T05:13:54.541487] [INFO ] [LOCAL     ] VKQ: Saved forecast.
[2025-11-16T05:13:54.541805] [INFO ] [main      ] VKQ: Signal=1 (Conf=80.0%), Magnitude=-0.12% (Conf=56.7137%)
[2025-11-16T05:13:54.542330] [INFO ] [main      ] Fetching symbol history for HSHP...
[2025-11-16T05:13:54.542452] [DEBUG] [REMOTE    ] HSHP: Fetching historical data.
[2025-11-16T05:13:54.542424] [INFO ] [main      ] Progress: 344/472 forecasts completed (72.9%). VKQ finished in 0.8s. ETA: 22.8s. Rate: 336.75 forecasts/min
[2025-11-16T05:13:54.542936] [INFO ] [LOCAL     ] CCO: Saved forecast.
[2025-11-16T05:13:54.543084] [INFO ] [main      ] CCO: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=25.5845%)
[2025-11-16T05:13:54.543371] [INFO ] [main      ] Fetching symbol history for UHAL...
[2025-11-16T05:13:54.543504] [DEBUG] [REMOTE    ] UHAL: Fetching historical data.
[2025-11-16T05:13:54.543626] [INFO ] [main      ] Progress: 345/472 forecasts completed (73.1%). CCO finished in 0.7s. ETA: 22.6s. Rate: 337.72 forecasts/min
[2025-11-16T05:13:54.557907] [DEBUG] [REMOTE    ] HSHP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:54.559152] [DEBUG] [LOCAL     ] Loaded configuration for HSHP: 5 features, N/A% accuracy
[2025-11-16T05:13:54.559446] [INFO ] [LOCAL     ] HSHP: Loaded 5 optimal features with 50.51% confidence from JSON config
[2025-11-16T05:13:54.559494] [DEBUG] [MAG       ] Building data for symbol: HSHP with lookback: 0
[2025-11-16T05:13:54.560425] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:54.560623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:54.562433] [DEBUG] [REMOTE    ] UHAL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:54.563205] [DEBUG] [LOCAL     ] Loaded configuration for UHAL: 3 features, N/A% accuracy
[2025-11-16T05:13:54.563341] [INFO ] [LOCAL     ] UHAL: Loaded 3 optimal features with 54.06% confidence from JSON config
[2025-11-16T05:13:54.563465] [DEBUG] [MAG       ] Building data for symbol: UHAL with lookback: 0
[2025-11-16T05:13:54.565150] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:54.565311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:54.566335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:13:54.566818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:54.567344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:13:54.568028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:54.570023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:54.570562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:54.571332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:13:54.572524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:54.663876] [DEBUG] [MAG       ] CRM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:54.699300] [DEBUG] [MAG       ] CNM: Last date is validated at 2025-11-14
[2025-11-16T05:13:54.820941] [INFO ] [LOCAL     ] CRM: Saved forecast.
[2025-11-16T05:13:54.821235] [INFO ] [main      ] CRM: Signal=1 (Conf=80.0%), Magnitude=2.81% (Conf=46.9857%)
[2025-11-16T05:13:54.821477] [INFO ] [main      ] Fetching symbol history for DOW...
[2025-11-16T05:13:54.821806] [DEBUG] [REMOTE    ] DOW: Fetching historical data.
[2025-11-16T05:13:54.823756] [INFO ] [main      ] Progress: 346/472 forecasts completed (73.3%). CRM finished in 0.7s. ETA: 22.4s. Rate: 337.16 forecasts/min
[2025-11-16T05:13:54.834108] [DEBUG] [REMOTE    ] DOW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:54.834827] [DEBUG] [LOCAL     ] Loaded configuration for DOW: 5 features, N/A% accuracy
[2025-11-16T05:13:54.834955] [INFO ] [LOCAL     ] DOW: Loaded 5 optimal features with 51.95% confidence from JSON config
[2025-11-16T05:13:54.835063] [DEBUG] [MAG       ] Building data for symbol: DOW with lookback: 0
[2025-11-16T05:13:54.835948] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:54.836087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:54.837915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:54.838513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:54.838959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:54.840695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:54.841464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:54.870181] [DEBUG] [MAG       ] CNM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:54.930534] [DEBUG] [MAG       ] UHAL: Last date is validated at 2025-11-14
[2025-11-16T05:13:54.933574] [DEBUG] [MAG       ] HSHP: Last date is validated at 2025-11-14
[2025-11-16T05:13:55.009127] [INFO ] [LOCAL     ] CNM: Saved forecast.
[2025-11-16T05:13:55.009424] [INFO ] [main      ] CNM: Signal=1 (Conf=80.0%), Magnitude=-0.20% (Conf=50.3671%)
[2025-11-16T05:13:55.009722] [INFO ] [main      ] Fetching symbol history for SSTK...
[2025-11-16T05:13:55.009848] [DEBUG] [REMOTE    ] SSTK: Fetching historical data.
[2025-11-16T05:13:55.010759] [INFO ] [main      ] Progress: 347/472 forecasts completed (73.5%). CNM finished in 0.7s. ETA: 22.2s. Rate: 337.11 forecasts/min
[2025-11-16T05:13:55.023928] [DEBUG] [REMOTE    ] SSTK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:55.024957] [DEBUG] [LOCAL     ] Loaded configuration for SSTK: 4 features, N/A% accuracy
[2025-11-16T05:13:55.025075] [INFO ] [LOCAL     ] SSTK: Loaded 4 optimal features with 54.66% confidence from JSON config
[2025-11-16T05:13:55.025172] [DEBUG] [MAG       ] Building data for symbol: SSTK with lookback: 0
[2025-11-16T05:13:55.026183] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:55.026318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:55.028189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:55.028838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:55.029568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:55.033936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:55.113814] [DEBUG] [MAG       ] HSHP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:55.117343] [DEBUG] [MAG       ] UHAL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:55.172778] [DEBUG] [MAG       ] DOW: Last date is validated at 2025-11-14
[2025-11-16T05:13:55.191961] [INFO ] [LOCAL     ] HSHP: Saved forecast.
[2025-11-16T05:13:55.192257] [INFO ] [main      ] HSHP: Signal=1 (Conf=80.0%), Magnitude=-3.87% (Conf=50.5097%)
[2025-11-16T05:13:55.192532] [INFO ] [main      ] Fetching symbol history for VYX...
[2025-11-16T05:13:55.192662] [DEBUG] [REMOTE    ] VYX: Fetching historical data.
[2025-11-16T05:13:55.193613] [INFO ] [main      ] Progress: 348/472 forecasts completed (73.7%). HSHP finished in 0.6s. ETA: 22.1s. Rate: 337.09 forecasts/min
[2025-11-16T05:13:55.207951] [DEBUG] [REMOTE    ] VYX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:55.209132] [DEBUG] [LOCAL     ] Loaded configuration for VYX: 5 features, N/A% accuracy
[2025-11-16T05:13:55.209298] [INFO ] [LOCAL     ] VYX: Loaded 5 optimal features with 52.64% confidence from JSON config
[2025-11-16T05:13:55.209399] [DEBUG] [MAG       ] Building data for symbol: VYX with lookback: 0
[2025-11-16T05:13:55.210509] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:55.210666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:55.212578] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:55.213269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:55.213785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:55.222636] [INFO ] [LOCAL     ] UHAL: Saved forecast.
[2025-11-16T05:13:55.222963] [INFO ] [main      ] UHAL: Signal=1 (Conf=80.0%), Magnitude=1.10% (Conf=54.0618%)
[2025-11-16T05:13:55.223528] [INFO ] [main      ] Fetching symbol history for ETY...
[2025-11-16T05:13:55.223670] [DEBUG] [REMOTE    ] ETY: Fetching historical data.
[2025-11-16T05:13:55.223773] [INFO ] [main      ] Progress: 349/472 forecasts completed (73.9%). UHAL finished in 0.7s. ETA: 21.8s. Rate: 337.89 forecasts/min
[2025-11-16T05:13:55.238290] [DEBUG] [REMOTE    ] ETY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:55.239338] [DEBUG] [LOCAL     ] Loaded configuration for ETY: 6 features, N/A% accuracy
[2025-11-16T05:13:55.239471] [INFO ] [LOCAL     ] ETY: Loaded 6 optimal features with 49.79% confidence from JSON config
[2025-11-16T05:13:55.239576] [DEBUG] [MAG       ] Building data for symbol: ETY with lookback: 0
[2025-11-16T05:13:55.240542] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:55.240702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:55.242549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:55.243212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:55.243724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:13:55.244571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:55.247154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:55.248310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:55.344956] [DEBUG] [MAG       ] DOW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:55.348234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:55.370705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:55.392516] [DEBUG] [MAG       ] SSTK: Last date is validated at 2025-11-14
[2025-11-16T05:13:55.444824] [INFO ] [LOCAL     ] DOW: Saved forecast.
[2025-11-16T05:13:55.445213] [INFO ] [main      ] DOW: Signal=1 (Conf=80.0%), Magnitude=-0.81% (Conf=51.9547%)
[2025-11-16T05:13:55.445542] [INFO ] [main      ] Fetching symbol history for SCHW...
[2025-11-16T05:13:55.445929] [DEBUG] [REMOTE    ] SCHW: Fetching historical data.
[2025-11-16T05:13:55.447757] [INFO ] [main      ] Progress: 350/472 forecasts completed (74.2%). DOW finished in 0.6s. ETA: 21.7s. Rate: 337.64 forecasts/min
[2025-11-16T05:13:55.461164] [DEBUG] [REMOTE    ] SCHW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:55.462237] [DEBUG] [LOCAL     ] Loaded configuration for SCHW: 6 features, N/A% accuracy
[2025-11-16T05:13:55.462365] [INFO ] [LOCAL     ] SCHW: Loaded 6 optimal features with 62.07% confidence from JSON config
[2025-11-16T05:13:55.462474] [DEBUG] [MAG       ] Building data for symbol: SCHW with lookback: 0
[2025-11-16T05:13:55.463515] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:55.463685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:55.465615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:55.466322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:55.466964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:55.467417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:55.468284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:13:55.469630] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:55.587505] [DEBUG] [MAG       ] SSTK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:55.605912] [DEBUG] [MAG       ] ETY: Last date is validated at 2025-11-14
[2025-11-16T05:13:55.690918] [INFO ] [LOCAL     ] SSTK: Saved forecast.
[2025-11-16T05:13:55.691206] [INFO ] [main      ] SSTK: Signal=1 (Conf=80.0%), Magnitude=1.86% (Conf=54.6645%)
[2025-11-16T05:13:55.691770] [INFO ] [main      ] Fetching symbol history for ITW...
[2025-11-16T05:13:55.691889] [DEBUG] [REMOTE    ] ITW: Fetching historical data.
[2025-11-16T05:13:55.691770] [INFO ] [main      ] Progress: 351/472 forecasts completed (74.4%). SSTK finished in 0.7s. ETA: 21.5s. Rate: 337.28 forecasts/min
[2025-11-16T05:13:55.706830] [DEBUG] [REMOTE    ] ITW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:55.707874] [DEBUG] [LOCAL     ] Loaded configuration for ITW: 2 features, N/A% accuracy
[2025-11-16T05:13:55.707938] [INFO ] [LOCAL     ] ITW: Loaded 2 optimal features with 54.35% confidence from JSON config
[2025-11-16T05:13:55.707976] [DEBUG] [MAG       ] Building data for symbol: ITW with lookback: 0
[2025-11-16T05:13:55.708963] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:55.709036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:55.714572] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:13:55.737161] [DEBUG] [MAG       ] VYX: Last date is validated at 2025-11-14
[2025-11-16T05:13:55.779748] [DEBUG] [MAG       ] ETY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:55.820355] [DEBUG] [MAG       ] SCHW: Last date is validated at 2025-11-14
[2025-11-16T05:13:55.849588] [INFO ] [LOCAL     ] ETY: Saved forecast.
[2025-11-16T05:13:55.849848] [INFO ] [main      ] ETY: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=49.7934%)
[2025-11-16T05:13:55.850125] [INFO ] [main      ] Fetching symbol history for U...
[2025-11-16T05:13:55.850248] [DEBUG] [REMOTE    ] U: Fetching historical data.
[2025-11-16T05:13:55.851489] [INFO ] [main      ] Progress: 352/472 forecasts completed (74.6%). ETY finished in 0.6s. ETA: 21.3s. Rate: 337.38 forecasts/min
[2025-11-16T05:13:55.853808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:55.865423] [DEBUG] [REMOTE    ] U: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:55.866446] [DEBUG] [LOCAL     ] Loaded configuration for U: 0 features, N/A% accuracy
[2025-11-16T05:13:55.866591] [INFO ] [LOCAL     ] U: Loaded 0 optimal features with 40.08% confidence from JSON config
[2025-11-16T05:13:55.866708] [DEBUG] [MAG       ] Building data for symbol: U with lookback: 0
[2025-11-16T05:13:55.867631] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:13:55.912399] [DEBUG] [MAG       ] VYX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:55.994070] [DEBUG] [MAG       ] SCHW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:55.996803] [INFO ] [LOCAL     ] VYX: Saved forecast.
[2025-11-16T05:13:55.996955] [INFO ] [main      ] VYX: Signal=1 (Conf=80.0%), Magnitude=-1.76% (Conf=52.6362%)
[2025-11-16T05:13:55.997370] [INFO ] [main      ] Fetching symbol history for RTO...
[2025-11-16T05:13:55.997438] [DEBUG] [REMOTE    ] RTO: Fetching historical data.
[2025-11-16T05:13:55.998591] [INFO ] [main      ] Progress: 353/472 forecasts completed (74.8%). VYX finished in 0.8s. ETA: 21.2s. Rate: 337.54 forecasts/min
[2025-11-16T05:13:56.012532] [DEBUG] [REMOTE    ] RTO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:56.013387] [DEBUG] [LOCAL     ] Loaded configuration for RTO: 6 features, N/A% accuracy
[2025-11-16T05:13:56.013506] [INFO ] [LOCAL     ] RTO: Loaded 6 optimal features with 53.54% confidence from JSON config
[2025-11-16T05:13:56.013603] [DEBUG] [MAG       ] Building data for symbol: RTO with lookback: 0
[2025-11-16T05:13:56.014601] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:56.014754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:56.019831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:56.021902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:56.022482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:56.022971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:56.023446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:56.083486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:56.109283] [INFO ] [LOCAL     ] SCHW: Saved forecast.
[2025-11-16T05:13:56.109596] [INFO ] [main      ] SCHW: Signal=1 (Conf=80.0%), Magnitude=0.91% (Conf=62.0723%)
[2025-11-16T05:13:56.110052] [INFO ] [main      ] Fetching symbol history for IHD...
[2025-11-16T05:13:56.110180] [DEBUG] [REMOTE    ] IHD: Fetching historical data.
[2025-11-16T05:13:56.110349] [INFO ] [main      ] Progress: 354/472 forecasts completed (75.0%). SCHW finished in 0.7s. ETA: 21.0s. Rate: 337.90 forecasts/min
[2025-11-16T05:13:56.122348] [DEBUG] [REMOTE    ] IHD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:56.123303] [DEBUG] [LOCAL     ] Loaded configuration for IHD: 3 features, N/A% accuracy
[2025-11-16T05:13:56.123433] [INFO ] [LOCAL     ] IHD: Loaded 3 optimal features with 25.63% confidence from JSON config
[2025-11-16T05:13:56.123539] [DEBUG] [MAG       ] Building data for symbol: IHD with lookback: 0
[2025-11-16T05:13:56.124426] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:56.124565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:13:56.140403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:56.141574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:13:56.143112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:56.198415] [DEBUG] [MAG       ] ITW: Last date is validated at 2025-11-14
[2025-11-16T05:13:56.208299] [DEBUG] [MAG       ] U: Last date is validated at 2025-11-14
[2025-11-16T05:13:56.372435] [DEBUG] [MAG       ] ITW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:56.381230] [DEBUG] [MAG       ] U: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:56.430209] [DEBUG] [MAG       ] RTO: Last date is validated at 2025-11-14
[2025-11-16T05:13:56.479271] [DEBUG] [MAG       ] IHD: Last date is validated at 2025-11-14
[2025-11-16T05:13:56.494213] [INFO ] [LOCAL     ] U: Saved forecast.
[2025-11-16T05:13:56.494522] [INFO ] [main      ] U: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=40.0781%)
[2025-11-16T05:13:56.494761] [INFO ] [main      ] Fetching symbol history for NCV...
[2025-11-16T05:13:56.494886] [DEBUG] [REMOTE    ] NCV: Fetching historical data.
[2025-11-16T05:13:56.496797] [INFO ] [main      ] Progress: 355/472 forecasts completed (75.2%). U finished in 0.6s. ETA: 20.8s. Rate: 336.78 forecasts/min
[2025-11-16T05:13:56.510257] [DEBUG] [REMOTE    ] NCV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:56.511394] [DEBUG] [LOCAL     ] Loaded configuration for NCV: 5 features, N/A% accuracy
[2025-11-16T05:13:56.511480] [INFO ] [LOCAL     ] NCV: Loaded 5 optimal features with 51.21% confidence from JSON config
[2025-11-16T05:13:56.511607] [DEBUG] [MAG       ] Building data for symbol: NCV with lookback: 0
[2025-11-16T05:13:56.512935] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:56.513080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:56.518590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:56.520186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:13:56.522397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:56.537128] [INFO ] [LOCAL     ] ITW: Saved forecast.
[2025-11-16T05:13:56.537458] [INFO ] [main      ] ITW: Signal=1 (Conf=80.0%), Magnitude=1.31% (Conf=54.351%)
[2025-11-16T05:13:56.537796] [INFO ] [main      ] Fetching symbol history for SGU...
[2025-11-16T05:13:56.537953] [DEBUG] [REMOTE    ] SGU: Fetching historical data.
[2025-11-16T05:13:56.538785] [INFO ] [main      ] Progress: 356/472 forecasts completed (75.4%). ITW finished in 0.8s. ETA: 20.6s. Rate: 337.51 forecasts/min
[2025-11-16T05:13:56.553634] [DEBUG] [REMOTE    ] SGU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:56.554394] [DEBUG] [LOCAL     ] Loaded configuration for SGU: 5 features, N/A% accuracy
[2025-11-16T05:13:56.554564] [INFO ] [LOCAL     ] SGU: Loaded 5 optimal features with 56.42% confidence from JSON config
[2025-11-16T05:13:56.554697] [DEBUG] [MAG       ] Building data for symbol: SGU with lookback: 0
[2025-11-16T05:13:56.556005] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:56.556139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:56.557241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:56.559076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:13:56.564201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:56.565205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:13:56.566602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:56.580361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:56.581850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:56.620627] [DEBUG] [MAG       ] RTO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:56.655932] [DEBUG] [MAG       ] IHD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:56.732931] [INFO ] [LOCAL     ] RTO: Saved forecast.
[2025-11-16T05:13:56.733241] [INFO ] [main      ] RTO: Signal=1 (Conf=80.0%), Magnitude=3.37% (Conf=53.5394%)
[2025-11-16T05:13:56.733975] [INFO ] [main      ] Progress: 357/472 forecasts completed (75.6%). RTO finished in 0.7s. ETA: 20.4s. Rate: 337.41 forecasts/min
[2025-11-16T05:13:56.734247] [INFO ] [main      ] Fetching symbol history for URI...
[2025-11-16T05:13:56.734362] [DEBUG] [REMOTE    ] URI: Fetching historical data.
[2025-11-16T05:13:56.749905] [DEBUG] [REMOTE    ] URI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:56.751080] [DEBUG] [LOCAL     ] Loaded configuration for URI: 6 features, N/A% accuracy
[2025-11-16T05:13:56.751258] [INFO ] [LOCAL     ] URI: Loaded 6 optimal features with 55.95% confidence from JSON config
[2025-11-16T05:13:56.751391] [DEBUG] [MAG       ] Building data for symbol: URI with lookback: 0
[2025-11-16T05:13:56.752536] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:56.752709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:56.758022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:56.760180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:56.760895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:56.761387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:56.764071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:56.765311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:56.806223] [INFO ] [LOCAL     ] IHD: Saved forecast.
[2025-11-16T05:13:56.806546] [INFO ] [main      ] IHD: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=25.6287%)
[2025-11-16T05:13:56.806877] [INFO ] [main      ] Fetching symbol history for ALK...
[2025-11-16T05:13:56.807242] [DEBUG] [REMOTE    ] ALK: Fetching historical data.
[2025-11-16T05:13:56.807799] [INFO ] [main      ] Progress: 358/472 forecasts completed (75.8%). IHD finished in 0.7s. ETA: 20.2s. Rate: 337.96 forecasts/min
[2025-11-16T05:13:56.823699] [DEBUG] [REMOTE    ] ALK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:56.824879] [DEBUG] [LOCAL     ] Loaded configuration for ALK: 4 features, N/A% accuracy
[2025-11-16T05:13:56.824947] [INFO ] [LOCAL     ] ALK: Loaded 4 optimal features with 52.02% confidence from JSON config
[2025-11-16T05:13:56.824985] [DEBUG] [MAG       ] Building data for symbol: ALK with lookback: 0
[2025-11-16T05:13:56.826198] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:56.826284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:56.828473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:56.829463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:56.830155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:13:56.831856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:56.960751] [DEBUG] [MAG       ] SGU: Last date is validated at 2025-11-14
[2025-11-16T05:13:57.001661] [DEBUG] [MAG       ] NCV: Last date is validated at 2025-11-14
[2025-11-16T05:13:57.202661] [DEBUG] [MAG       ] SGU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:57.267897] [DEBUG] [MAG       ] URI: Last date is validated at 2025-11-14
[2025-11-16T05:13:57.343479] [DEBUG] [MAG       ] ALK: Last date is validated at 2025-11-14
[2025-11-16T05:13:57.387899] [INFO ] [LOCAL     ] SGU: Saved forecast.
[2025-11-16T05:13:57.388050] [INFO ] [main      ] SGU: Signal=1 (Conf=80.0%), Magnitude=0.17% (Conf=56.425%)
[2025-11-16T05:13:57.388549] [INFO ] [main      ] Fetching symbol history for SVV...
[2025-11-16T05:13:57.388630] [DEBUG] [REMOTE    ] SVV: Fetching historical data.
[2025-11-16T05:13:57.389020] [INFO ] [main      ] Progress: 359/472 forecasts completed (76.1%). SGU finished in 0.8s. ETA: 20.2s. Rate: 335.84 forecasts/min
[2025-11-16T05:13:57.392869] [DEBUG] [MAG       ] NCV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:57.408558] [DEBUG] [REMOTE    ] SVV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:57.409713] [DEBUG] [LOCAL     ] Loaded configuration for SVV: 5 features, N/A% accuracy
[2025-11-16T05:13:57.409826] [INFO ] [LOCAL     ] SVV: Loaded 5 optimal features with 45.83% confidence from JSON config
[2025-11-16T05:13:57.409892] [DEBUG] [MAG       ] Building data for symbol: SVV with lookback: 0
[2025-11-16T05:13:57.411382] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:57.411534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:57.413058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:57.417504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:57.419511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:57.423078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:13:57.425309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:57.495221] [INFO ] [LOCAL     ] NCV: Saved forecast.
[2025-11-16T05:13:57.495369] [INFO ] [main      ] NCV: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=51.2072%)
[2025-11-16T05:13:57.495662] [INFO ] [main      ] Fetching symbol history for GDDY...
[2025-11-16T05:13:57.495734] [DEBUG] [REMOTE    ] GDDY: Fetching historical data.
[2025-11-16T05:13:57.497451] [INFO ] [main      ] Progress: 360/472 forecasts completed (76.3%). NCV finished in 1.0s. ETA: 20.0s. Rate: 336.20 forecasts/min
[2025-11-16T05:13:57.516468] [DEBUG] [REMOTE    ] GDDY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:57.517539] [DEBUG] [LOCAL     ] Loaded configuration for GDDY: 5 features, N/A% accuracy
[2025-11-16T05:13:57.517693] [INFO ] [LOCAL     ] GDDY: Loaded 5 optimal features with 58.09% confidence from JSON config
[2025-11-16T05:13:57.517804] [DEBUG] [MAG       ] Building data for symbol: GDDY with lookback: 0
[2025-11-16T05:13:57.519171] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:57.519322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:57.522059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:57.522956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:13:57.531921] [DEBUG] [MAG       ] URI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:57.619553] [DEBUG] [MAG       ] ALK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:57.623769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:13:57.625284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:13:57.629040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:57.758932] [INFO ] [LOCAL     ] URI: Saved forecast.
[2025-11-16T05:13:57.759253] [INFO ] [main      ] URI: Signal=1 (Conf=80.0%), Magnitude=-0.36% (Conf=55.9471%)
[2025-11-16T05:13:57.759512] [INFO ] [main      ] Fetching symbol history for NEE...
[2025-11-16T05:13:57.759870] [DEBUG] [REMOTE    ] NEE: Fetching historical data.
[2025-11-16T05:13:57.761760] [INFO ] [main      ] Progress: 361/472 forecasts completed (76.5%). URI finished in 1.0s. ETA: 19.8s. Rate: 335.76 forecasts/min
[2025-11-16T05:13:57.774180] [DEBUG] [REMOTE    ] NEE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:57.775019] [DEBUG] [LOCAL     ] Loaded configuration for NEE: 6 features, N/A% accuracy
[2025-11-16T05:13:57.775158] [INFO ] [LOCAL     ] NEE: Loaded 6 optimal features with 52.20% confidence from JSON config
[2025-11-16T05:13:57.775274] [DEBUG] [MAG       ] Building data for symbol: NEE with lookback: 0
[2025-11-16T05:13:57.775318] [INFO ] [LOCAL     ] ALK: Saved forecast.
[2025-11-16T05:13:57.775692] [INFO ] [main      ] ALK: Signal=1 (Conf=80.0%), Magnitude=3.45% (Conf=52.0213%)
[2025-11-16T05:13:57.776308] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:57.776417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:57.776487] [INFO ] [main      ] Fetching symbol history for VRTS...
[2025-11-16T05:13:57.776709] [DEBUG] [REMOTE    ] VRTS: Fetching historical data.
[2025-11-16T05:13:57.776779] [INFO ] [main      ] Progress: 362/472 forecasts completed (76.7%). ALK finished in 1.0s. ETA: 19.6s. Rate: 336.61 forecasts/min
[2025-11-16T05:13:57.781971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:57.784336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:57.784918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:13:57.786057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:13:57.786916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:57.788117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:57.794530] [DEBUG] [REMOTE    ] VRTS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:57.795280] [DEBUG] [LOCAL     ] Loaded configuration for VRTS: 4 features, N/A% accuracy
[2025-11-16T05:13:57.795345] [INFO ] [LOCAL     ] VRTS: Loaded 4 optimal features with 52.71% confidence from JSON config
[2025-11-16T05:13:57.795428] [DEBUG] [MAG       ] Building data for symbol: VRTS with lookback: 0
[2025-11-16T05:13:57.796410] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:57.796495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:57.803527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:57.806177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:57.806894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:13:57.809579] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:57.952105] [DEBUG] [MAG       ] SVV: Last date is validated at 2025-11-14
[2025-11-16T05:13:58.015141] [DEBUG] [MAG       ] GDDY: Last date is validated at 2025-11-14
[2025-11-16T05:13:58.129754] [DEBUG] [MAG       ] SVV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:58.149447] [DEBUG] [MAG       ] NEE: Last date is validated at 2025-11-14
[2025-11-16T05:13:58.182052] [DEBUG] [MAG       ] GDDY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:58.222913] [DEBUG] [MAG       ] VRTS: Last date is validated at 2025-11-14
[2025-11-16T05:13:58.319504] [DEBUG] [MAG       ] NEE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:58.330932] [INFO ] [LOCAL     ] SVV: Saved forecast.
[2025-11-16T05:13:58.331095] [INFO ] [main      ] SVV: Signal=1 (Conf=80.0%), Magnitude=-3.26% (Conf=45.8327%)
[2025-11-16T05:13:58.331450] [INFO ] [main      ] Fetching symbol history for BXP...
[2025-11-16T05:13:58.331819] [DEBUG] [REMOTE    ] BXP: Fetching historical data.
[2025-11-16T05:13:58.331811] [INFO ] [main      ] Progress: 363/472 forecasts completed (76.9%). SVV finished in 0.9s. ETA: 19.5s. Rate: 334.66 forecasts/min
[2025-11-16T05:13:58.345005] [DEBUG] [REMOTE    ] BXP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:58.345811] [DEBUG] [LOCAL     ] Loaded configuration for BXP: 6 features, N/A% accuracy
[2025-11-16T05:13:58.345884] [INFO ] [LOCAL     ] BXP: Loaded 6 optimal features with 40.09% confidence from JSON config
[2025-11-16T05:13:58.345991] [DEBUG] [MAG       ] Building data for symbol: BXP with lookback: 0
[2025-11-16T05:13:58.347027] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:58.347125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:58.352581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:58.353900] [INFO ] [LOCAL     ] GDDY: Saved forecast.
[2025-11-16T05:13:58.354022] [INFO ] [main      ] GDDY: Signal=1 (Conf=80.0%), Magnitude=0.81% (Conf=58.0854%)
[2025-11-16T05:13:58.354207] [INFO ] [main      ] Fetching symbol history for COMP...
[2025-11-16T05:13:58.354419] [DEBUG] [REMOTE    ] COMP: Fetching historical data.
[2025-11-16T05:13:58.355502] [INFO ] [main      ] Progress: 364/472 forecasts completed (77.1%). GDDY finished in 0.9s. ETA: 19.3s. Rate: 335.46 forecasts/min
[2025-11-16T05:13:58.355100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:58.356739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:58.357205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:58.368903] [DEBUG] [REMOTE    ] COMP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:58.369752] [DEBUG] [LOCAL     ] Loaded configuration for COMP: 6 features, N/A% accuracy
[2025-11-16T05:13:58.369884] [INFO ] [LOCAL     ] COMP: Loaded 6 optimal features with 50.89% confidence from JSON config
[2025-11-16T05:13:58.369993] [DEBUG] [MAG       ] Building data for symbol: COMP with lookback: 0
[2025-11-16T05:13:58.371171] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:58.371351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:58.377080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:58.379713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:58.380604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:58.381195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:13:58.382101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:58.382969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:58.394020] [DEBUG] [MAG       ] VRTS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:58.401588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:58.402803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:58.436371] [INFO ] [LOCAL     ] NEE: Saved forecast.
[2025-11-16T05:13:58.436712] [INFO ] [main      ] NEE: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=52.197%)
[2025-11-16T05:13:58.437186] [INFO ] [main      ] Fetching symbol history for OUT...
[2025-11-16T05:13:58.437312] [DEBUG] [REMOTE    ] OUT: Fetching historical data.
[2025-11-16T05:13:58.437732] [INFO ] [main      ] Progress: 365/472 forecasts completed (77.3%). NEE finished in 0.7s. ETA: 19.1s. Rate: 335.96 forecasts/min
[2025-11-16T05:13:58.450162] [DEBUG] [REMOTE    ] OUT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:58.450919] [DEBUG] [LOCAL     ] Loaded configuration for OUT: 10 features, N/A% accuracy
[2025-11-16T05:13:58.451047] [INFO ] [LOCAL     ] OUT: Loaded 10 optimal features with 45.58% confidence from JSON config
[2025-11-16T05:13:58.451152] [DEBUG] [MAG       ] Building data for symbol: OUT with lookback: 0
[2025-11-16T05:13:58.452050] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:13:58.452208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:58.457494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:13:58.458371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:13:58.459105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:58.461002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:58.461568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:13:58.462746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:58.464519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:13:58.465777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:13:58.466507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:13:58.467330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:58.537935] [INFO ] [LOCAL     ] VRTS: Saved forecast.
[2025-11-16T05:13:58.538078] [INFO ] [main      ] VRTS: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=52.71%)
[2025-11-16T05:13:58.538307] [INFO ] [main      ] Fetching symbol history for VICI...
[2025-11-16T05:13:58.538375] [DEBUG] [REMOTE    ] VICI: Fetching historical data.
[2025-11-16T05:13:58.539720] [INFO ] [main      ] Progress: 366/472 forecasts completed (77.5%). VRTS finished in 0.8s. ETA: 18.9s. Rate: 336.35 forecasts/min
[2025-11-16T05:13:58.552831] [DEBUG] [REMOTE    ] VICI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:58.553712] [DEBUG] [LOCAL     ] Loaded configuration for VICI: 6 features, N/A% accuracy
[2025-11-16T05:13:58.553839] [INFO ] [LOCAL     ] VICI: Loaded 6 optimal features with 47.95% confidence from JSON config
[2025-11-16T05:13:58.553942] [DEBUG] [MAG       ] Building data for symbol: VICI with lookback: 0
[2025-11-16T05:13:58.555035] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:58.555175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:58.560555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:58.562616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:58.563259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:13:58.622173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:58.623800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:13:58.625848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:58.728369] [DEBUG] [MAG       ] COMP: Last date is validated at 2025-11-14
[2025-11-16T05:13:58.746855] [DEBUG] [MAG       ] BXP: Last date is validated at 2025-11-14
[2025-11-16T05:13:58.803621] [DEBUG] [MAG       ] OUT: Last date is validated at 2025-11-14
[2025-11-16T05:13:58.895455] [DEBUG] [MAG       ] COMP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:58.919557] [DEBUG] [MAG       ] BXP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:58.971839] [DEBUG] [MAG       ] OUT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:58.973085] [INFO ] [LOCAL     ] COMP: Saved forecast.
[2025-11-16T05:13:58.973340] [INFO ] [main      ] COMP: Signal=1 (Conf=80.0%), Magnitude=-0.47% (Conf=50.8868%)
[2025-11-16T05:13:58.973575] [INFO ] [main      ] Fetching symbol history for CXM...
[2025-11-16T05:13:58.973712] [DEBUG] [REMOTE    ] CXM: Fetching historical data.
[2025-11-16T05:13:58.974117] [INFO ] [main      ] Progress: 367/472 forecasts completed (77.8%). COMP finished in 0.6s. ETA: 18.8s. Rate: 335.04 forecasts/min
[2025-11-16T05:13:58.977339] [DEBUG] [MAG       ] VICI: Last date is validated at 2025-11-14
[2025-11-16T05:13:58.986495] [DEBUG] [REMOTE    ] CXM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:58.987284] [DEBUG] [LOCAL     ] Loaded configuration for CXM: 4 features, N/A% accuracy
[2025-11-16T05:13:58.987428] [INFO ] [LOCAL     ] CXM: Loaded 4 optimal features with 49.40% confidence from JSON config
[2025-11-16T05:13:58.987553] [DEBUG] [MAG       ] Building data for symbol: CXM with lookback: 0
[2025-11-16T05:13:58.988679] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:13:58.988824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:58.990917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:58.991526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:13:58.992702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:13:58.995546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:59.041052] [INFO ] [LOCAL     ] BXP: Saved forecast.
[2025-11-16T05:13:59.041369] [INFO ] [main      ] BXP: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=40.0929%)
[2025-11-16T05:13:59.041619] [INFO ] [main      ] Fetching symbol history for GAM...
[2025-11-16T05:13:59.041764] [DEBUG] [REMOTE    ] GAM: Fetching historical data.
[2025-11-16T05:13:59.041914] [INFO ] [main      ] Progress: 368/472 forecasts completed (78.0%). BXP finished in 0.7s. ETA: 18.6s. Rate: 335.61 forecasts/min
[2025-11-16T05:13:59.053896] [DEBUG] [REMOTE    ] GAM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:59.054687] [DEBUG] [LOCAL     ] Loaded configuration for GAM: 5 features, N/A% accuracy
[2025-11-16T05:13:59.054817] [INFO ] [LOCAL     ] GAM: Loaded 5 optimal features with 55.66% confidence from JSON config
[2025-11-16T05:13:59.054925] [DEBUG] [MAG       ] Building data for symbol: GAM with lookback: 0
[2025-11-16T05:13:59.055818] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:13:59.055956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:59.060959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:13:59.061948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:59.064478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:59.065860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:59.067817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:59.067707] [INFO ] [LOCAL     ] OUT: Saved forecast.
[2025-11-16T05:13:59.068047] [INFO ] [main      ] OUT: Signal=1 (Conf=80.0%), Magnitude=1.76% (Conf=45.5806%)
[2025-11-16T05:13:59.068291] [INFO ] [main      ] Fetching symbol history for GFL...
[2025-11-16T05:13:59.068612] [DEBUG] [REMOTE    ] GFL: Fetching historical data.
[2025-11-16T05:13:59.069625] [INFO ] [main      ] Progress: 369/472 forecasts completed (78.2%). OUT finished in 0.6s. ETA: 18.4s. Rate: 336.38 forecasts/min
[2025-11-16T05:13:59.081033] [DEBUG] [REMOTE    ] GFL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:59.081751] [DEBUG] [LOCAL     ] Loaded configuration for GFL: 6 features, N/A% accuracy
[2025-11-16T05:13:59.081878] [INFO ] [LOCAL     ] GFL: Loaded 6 optimal features with 59.06% confidence from JSON config
[2025-11-16T05:13:59.081985] [DEBUG] [MAG       ] Building data for symbol: GFL with lookback: 0
[2025-11-16T05:13:59.082889] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:13:59.083029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:59.088156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:59.090050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:59.090607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:59.091102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:13:59.091804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:13:59.093629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:59.148706] [DEBUG] [MAG       ] VICI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:59.236429] [INFO ] [LOCAL     ] VICI: Saved forecast.
[2025-11-16T05:13:59.236777] [INFO ] [main      ] VICI: Signal=1 (Conf=80.0%), Magnitude=-0.08% (Conf=47.9537%)
[2025-11-16T05:13:59.237018] [INFO ] [main      ] Fetching symbol history for RSG...
[2025-11-16T05:13:59.237133] [DEBUG] [REMOTE    ] RSG: Fetching historical data.
[2025-11-16T05:13:59.237504] [INFO ] [main      ] Progress: 370/472 forecasts completed (78.4%). VICI finished in 0.7s. ETA: 18.2s. Rate: 336.43 forecasts/min
[2025-11-16T05:13:59.251494] [DEBUG] [REMOTE    ] RSG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:59.252188] [DEBUG] [LOCAL     ] Loaded configuration for RSG: 2 features, N/A% accuracy
[2025-11-16T05:13:59.252272] [INFO ] [LOCAL     ] RSG: Loaded 2 optimal features with 49.79% confidence from JSON config
[2025-11-16T05:13:59.252319] [DEBUG] [MAG       ] Building data for symbol: RSG with lookback: 0
[2025-11-16T05:13:59.253258] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:13:59.253353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:59.258456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:59.306224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:59.358405] [DEBUG] [MAG       ] CXM: Last date is validated at 2025-11-14
[2025-11-16T05:13:59.410902] [DEBUG] [MAG       ] GAM: Last date is validated at 2025-11-14
[2025-11-16T05:13:59.426263] [DEBUG] [MAG       ] GFL: Last date is validated at 2025-11-14
[2025-11-16T05:13:59.533561] [DEBUG] [MAG       ] CXM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:59.581981] [DEBUG] [MAG       ] GAM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:59.594540] [DEBUG] [MAG       ] GFL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:59.607968] [INFO ] [LOCAL     ] CXM: Saved forecast.
[2025-11-16T05:13:59.608255] [INFO ] [main      ] CXM: Signal=1 (Conf=80.0%), Magnitude=-0.87% (Conf=49.4042%)
[2025-11-16T05:13:59.608687] [INFO ] [main      ] Fetching symbol history for BLDR...
[2025-11-16T05:13:59.608806] [DEBUG] [REMOTE    ] BLDR: Fetching historical data.
[2025-11-16T05:13:59.608726] [INFO ] [main      ] Progress: 371/472 forecasts completed (78.6%). CXM finished in 0.6s. ETA: 18.1s. Rate: 335.45 forecasts/min
[2025-11-16T05:13:59.621416] [DEBUG] [REMOTE    ] BLDR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:59.622034] [DEBUG] [LOCAL     ] Loaded configuration for BLDR: 7 features, N/A% accuracy
[2025-11-16T05:13:59.622108] [INFO ] [LOCAL     ] BLDR: Loaded 7 optimal features with 47.59% confidence from JSON config
[2025-11-16T05:13:59.622160] [DEBUG] [MAG       ] Building data for symbol: BLDR with lookback: 0
[2025-11-16T05:13:59.622997] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:13:59.623093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:59.624836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:59.625408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:59.625891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:59.626354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:59.627198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:13:59.628567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:13:59.629907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:59.669316] [DEBUG] [MAG       ] RSG: Last date is validated at 2025-11-14
[2025-11-16T05:13:59.669424] [INFO ] [LOCAL     ] GAM: Saved forecast.
[2025-11-16T05:13:59.669781] [INFO ] [main      ] GAM: Signal=1 (Conf=80.0%), Magnitude=-0.71% (Conf=55.6636%)
[2025-11-16T05:13:59.670027] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-11-16T05:13:59.670159] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-11-16T05:13:59.671777] [INFO ] [main      ] Progress: 372/472 forecasts completed (78.8%). GAM finished in 0.6s. ETA: 17.9s. Rate: 336.04 forecasts/min
[2025-11-16T05:13:59.683961] [DEBUG] [REMOTE    ] BGX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:59.684920] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-11-16T05:13:59.685049] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-11-16T05:13:59.685156] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-11-16T05:13:59.686081] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:13:59.686227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:13:59.689185] [INFO ] [LOCAL     ] GFL: Saved forecast.
[2025-11-16T05:13:59.689477] [INFO ] [main      ] GFL: Signal=1 (Conf=80.0%), Magnitude=2.21% (Conf=59.0552%)
[2025-11-16T05:13:59.689927] [INFO ] [main      ] Fetching symbol history for DNA...
[2025-11-16T05:13:59.690055] [DEBUG] [REMOTE    ] DNA: Fetching historical data.
[2025-11-16T05:13:59.690733] [INFO ] [main      ] Progress: 373/472 forecasts completed (79.0%). GFL finished in 0.6s. ETA: 17.6s. Rate: 336.85 forecasts/min
[2025-11-16T05:13:59.691818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:59.693718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:13:59.694307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:59.694807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:13:59.697633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:13:59.703201] [DEBUG] [REMOTE    ] DNA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:13:59.704050] [DEBUG] [LOCAL     ] Loaded configuration for DNA: 3 features, N/A% accuracy
[2025-11-16T05:13:59.704117] [INFO ] [LOCAL     ] DNA: Loaded 3 optimal features with 54.70% confidence from JSON config
[2025-11-16T05:13:59.704154] [DEBUG] [MAG       ] Building data for symbol: DNA with lookback: 0
[2025-11-16T05:13:59.704956] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:13:59.705031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:13:59.706777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:13:59.707324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:13:59.707789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:59.744380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:13:59.745772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:13:59.747681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:13:59.862150] [DEBUG] [MAG       ] RSG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:13:59.978239] [DEBUG] [MAG       ] BLDR: Last date is validated at 2025-11-14
[2025-11-16T05:14:00.000160] [INFO ] [LOCAL     ] RSG: Saved forecast.
[2025-11-16T05:14:00.000320] [INFO ] [main      ] RSG: Signal=1 (Conf=80.0%), Magnitude=1.67% (Conf=49.7873%)
[2025-11-16T05:14:00.000769] [INFO ] [main      ] Fetching symbol history for EOI...
[2025-11-16T05:14:00.000851] [DEBUG] [REMOTE    ] EOI: Fetching historical data.
[2025-11-16T05:14:00.002749] [INFO ] [main      ] Progress: 374/472 forecasts completed (79.2%). RSG finished in 0.8s. ETA: 17.5s. Rate: 336.17 forecasts/min
[2025-11-16T05:14:00.017149] [DEBUG] [REMOTE    ] EOI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:00.017889] [DEBUG] [LOCAL     ] Loaded configuration for EOI: 7 features, N/A% accuracy
[2025-11-16T05:14:00.018089] [INFO ] [LOCAL     ] EOI: Loaded 7 optimal features with 50.65% confidence from JSON config
[2025-11-16T05:14:00.018193] [DEBUG] [MAG       ] Building data for symbol: EOI with lookback: 0
[2025-11-16T05:14:00.019204] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:14:00.019343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:00.024574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:00.026712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:00.027438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:00.027936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:00.028783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:00.031222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:14:00.034286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:00.044014] [DEBUG] [MAG       ] DNA: Last date is validated at 2025-11-14
[2025-11-16T05:14:00.087740] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-11-14
[2025-11-16T05:14:00.152894] [DEBUG] [MAG       ] BLDR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:00.214011] [DEBUG] [MAG       ] DNA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:00.259545] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:00.307823] [INFO ] [LOCAL     ] DNA: Saved forecast.
[2025-11-16T05:14:00.308128] [INFO ] [main      ] DNA: Signal=1 (Conf=80.0%), Magnitude=-0.24% (Conf=54.7013%)
[2025-11-16T05:14:00.308375] [INFO ] [main      ] Fetching symbol history for UL...
[2025-11-16T05:14:00.308733] [DEBUG] [REMOTE    ] UL: Fetching historical data.
[2025-11-16T05:14:00.308966] [INFO ] [main      ] Progress: 375/472 forecasts completed (79.4%). DNA finished in 0.6s. ETA: 17.3s. Rate: 335.53 forecasts/min
[2025-11-16T05:14:00.321145] [DEBUG] [REMOTE    ] UL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:00.321759] [DEBUG] [LOCAL     ] Loaded configuration for UL: 1 features, N/A% accuracy
[2025-11-16T05:14:00.321819] [INFO ] [LOCAL     ] UL: Loaded 1 optimal features with 54.95% confidence from JSON config
[2025-11-16T05:14:00.321856] [DEBUG] [MAG       ] Building data for symbol: UL with lookback: 0
[2025-11-16T05:14:00.322675] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:14:00.322770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:14:00.332485] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-11-16T05:14:00.332712] [INFO ] [main      ] BGX: Signal=1 (Conf=80.0%), Magnitude=-0.12% (Conf=39.5106%)
[2025-11-16T05:14:00.332964] [INFO ] [main      ] Fetching symbol history for VVR...
[2025-11-16T05:14:00.333084] [DEBUG] [REMOTE    ] VVR: Fetching historical data.
[2025-11-16T05:14:00.334513] [INFO ] [main      ] Progress: 376/472 forecasts completed (79.7%). BGX finished in 0.7s. ETA: 17.1s. Rate: 336.30 forecasts/min
[2025-11-16T05:14:00.339946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:00.345533] [DEBUG] [REMOTE    ] VVR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:00.346311] [DEBUG] [LOCAL     ] Loaded configuration for VVR: 6 features, N/A% accuracy
[2025-11-16T05:14:00.346372] [INFO ] [LOCAL     ] VVR: Loaded 6 optimal features with 39.24% confidence from JSON config
[2025-11-16T05:14:00.346408] [DEBUG] [MAG       ] Building data for symbol: VVR with lookback: 0
[2025-11-16T05:14:00.347266] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:00.347344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:00.352155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:14:00.354266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:14:00.355043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:14:00.356059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:14:00.357249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:14:00.358806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:00.398100] [DEBUG] [MAG       ] EOI: Last date is validated at 2025-11-14
[2025-11-16T05:14:00.425563] [INFO ] [LOCAL     ] BLDR: Saved forecast.
[2025-11-16T05:14:00.425692] [INFO ] [main      ] BLDR: Signal=1 (Conf=80.0%), Magnitude=-3.74% (Conf=47.5865%)
[2025-11-16T05:14:00.426085] [INFO ] [main      ] Fetching symbol history for SSB...
[2025-11-16T05:14:00.426311] [DEBUG] [REMOTE    ] SSB: Fetching historical data.
[2025-11-16T05:14:00.426725] [INFO ] [main      ] Progress: 377/472 forecasts completed (79.9%). BLDR finished in 0.8s. ETA: 16.9s. Rate: 336.73 forecasts/min
[2025-11-16T05:14:00.438915] [DEBUG] [REMOTE    ] SSB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:00.439874] [DEBUG] [LOCAL     ] Loaded configuration for SSB: 5 features, N/A% accuracy
[2025-11-16T05:14:00.439995] [INFO ] [LOCAL     ] SSB: Loaded 5 optimal features with 53.09% confidence from JSON config
[2025-11-16T05:14:00.440110] [DEBUG] [MAG       ] Building data for symbol: SSB with lookback: 0
[2025-11-16T05:14:00.440971] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:00.441107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:00.446119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:00.448107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:00.448702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:00.449557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:14:00.450521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:00.591556] [DEBUG] [MAG       ] EOI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:00.675448] [INFO ] [LOCAL     ] EOI: Saved forecast.
[2025-11-16T05:14:00.675808] [INFO ] [main      ] EOI: Signal=1 (Conf=80.0%), Magnitude=-0.96% (Conf=50.6491%)
[2025-11-16T05:14:00.676154] [INFO ] [main      ] Fetching symbol history for WFG...
[2025-11-16T05:14:00.676303] [DEBUG] [REMOTE    ] WFG: Fetching historical data.
[2025-11-16T05:14:00.677761] [INFO ] [main      ] Progress: 378/472 forecasts completed (80.1%). EOI finished in 0.7s. ETA: 16.8s. Rate: 336.36 forecasts/min
[2025-11-16T05:14:00.684133] [DEBUG] [MAG       ] UL: Last date is validated at 2025-11-14
[2025-11-16T05:14:00.693958] [DEBUG] [REMOTE    ] WFG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:00.695083] [DEBUG] [LOCAL     ] Loaded configuration for WFG: 6 features, N/A% accuracy
[2025-11-16T05:14:00.695158] [INFO ] [LOCAL     ] WFG: Loaded 6 optimal features with 51.25% confidence from JSON config
[2025-11-16T05:14:00.695197] [DEBUG] [MAG       ] Building data for symbol: WFG with lookback: 0
[2025-11-16T05:14:00.696335] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:00.696431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:00.698101] [DEBUG] [MAG       ] VVR: Last date is validated at 2025-11-14
[2025-11-16T05:14:00.698699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:00.699331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:00.699839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:00.749581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:14:00.752318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:14:00.754341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:00.792755] [DEBUG] [MAG       ] SSB: Last date is validated at 2025-11-14
[2025-11-16T05:14:00.855707] [DEBUG] [MAG       ] UL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:00.868917] [DEBUG] [MAG       ] VVR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:00.949914] [INFO ] [LOCAL     ] UL: Saved forecast.
[2025-11-16T05:14:00.950226] [INFO ] [main      ] UL: Signal=1 (Conf=80.0%), Magnitude=-2.72% (Conf=54.9547%)
[2025-11-16T05:14:00.950662] [INFO ] [main      ] Fetching symbol history for LDP...
[2025-11-16T05:14:00.950786] [DEBUG] [REMOTE    ] LDP: Fetching historical data.
[2025-11-16T05:14:00.950748] [INFO ] [main      ] Progress: 379/472 forecasts completed (80.3%). UL finished in 0.6s. ETA: 16.6s. Rate: 335.89 forecasts/min
[2025-11-16T05:14:00.962933] [DEBUG] [MAG       ] SSB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:00.963448] [DEBUG] [REMOTE    ] LDP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:00.964253] [DEBUG] [LOCAL     ] Loaded configuration for LDP: 4 features, N/A% accuracy
[2025-11-16T05:14:00.964385] [INFO ] [LOCAL     ] LDP: Loaded 4 optimal features with 52.53% confidence from JSON config
[2025-11-16T05:14:00.964493] [DEBUG] [MAG       ] Building data for symbol: LDP with lookback: 0
[2025-11-16T05:14:00.965434] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:14:00.965578] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:00.968310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:00.969250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:01.014248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:14:01.017545] [INFO ] [LOCAL     ] VVR: Saved forecast.
[2025-11-16T05:14:01.017826] [INFO ] [main      ] VVR: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=39.2357%)
[2025-11-16T05:14:01.018063] [INFO ] [main      ] Fetching symbol history for DBL...
[2025-11-16T05:14:01.018180] [DEBUG] [REMOTE    ] DBL: Fetching historical data.
[2025-11-16T05:14:01.019066] [INFO ] [main      ] Progress: 380/472 forecasts completed (80.5%). VVR finished in 0.7s. ETA: 16.4s. Rate: 336.44 forecasts/min
[2025-11-16T05:14:01.031443] [DEBUG] [REMOTE    ] DBL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:01.032175] [DEBUG] [LOCAL     ] Loaded configuration for DBL: 5 features, N/A% accuracy
[2025-11-16T05:14:01.032305] [INFO ] [LOCAL     ] DBL: Loaded 5 optimal features with 32.54% confidence from JSON config
[2025-11-16T05:14:01.032410] [DEBUG] [MAG       ] Building data for symbol: DBL with lookback: 0
[2025-11-16T05:14:01.033400] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:01.033571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:01.035535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:01.036311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:01.036873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:01.039528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:14:01.040428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:01.072409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:01.086828] [INFO ] [LOCAL     ] SSB: Saved forecast.
[2025-11-16T05:14:01.086967] [INFO ] [main      ] SSB: Signal=1 (Conf=80.0%), Magnitude=-2.48% (Conf=53.0884%)
[2025-11-16T05:14:01.087286] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-11-16T05:14:01.087357] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-11-16T05:14:01.089399] [INFO ] [main      ] Progress: 381/472 forecasts completed (80.7%). SSB finished in 0.7s. ETA: 16.2s. Rate: 336.98 forecasts/min
[2025-11-16T05:14:01.099817] [DEBUG] [REMOTE    ] BLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:01.100707] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-11-16T05:14:01.100824] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-11-16T05:14:01.100919] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-11-16T05:14:01.101789] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:14:01.101918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:01.102903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:01.127204] [DEBUG] [MAG       ] WFG: Last date is validated at 2025-11-14
[2025-11-16T05:14:01.312693] [DEBUG] [MAG       ] WFG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:01.380228] [DEBUG] [MAG       ] DBL: Last date is validated at 2025-11-14
[2025-11-16T05:14:01.441094] [INFO ] [LOCAL     ] WFG: Saved forecast.
[2025-11-16T05:14:01.441412] [INFO ] [main      ] WFG: Signal=1 (Conf=80.0%), Magnitude=0.27% (Conf=51.2502%)
[2025-11-16T05:14:01.441725] [INFO ] [main      ] Fetching symbol history for BYM...
[2025-11-16T05:14:01.441844] [DEBUG] [REMOTE    ] BYM: Fetching historical data.
[2025-11-16T05:14:01.443178] [INFO ] [main      ] Progress: 382/472 forecasts completed (80.9%). WFG finished in 0.8s. ETA: 16.1s. Rate: 336.11 forecasts/min
[2025-11-16T05:14:01.446078] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-11-14
[2025-11-16T05:14:01.446203] [DEBUG] [MAG       ] LDP: Last date is validated at 2025-11-14
[2025-11-16T05:14:01.457404] [DEBUG] [REMOTE    ] BYM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:01.458169] [DEBUG] [LOCAL     ] Loaded configuration for BYM: 7 features, N/A% accuracy
[2025-11-16T05:14:01.458241] [INFO ] [LOCAL     ] BYM: Loaded 7 optimal features with 48.79% confidence from JSON config
[2025-11-16T05:14:01.458280] [DEBUG] [MAG       ] Building data for symbol: BYM with lookback: 0
[2025-11-16T05:14:01.459234] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:14:01.459319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:01.465004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:01.467895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:14:01.469011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:14:01.471417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:14:01.472266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:14:01.473802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:14:01.474466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:01.552590] [DEBUG] [MAG       ] DBL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:01.612321] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:01.615695] [INFO ] [LOCAL     ] DBL: Saved forecast.
[2025-11-16T05:14:01.615958] [INFO ] [main      ] DBL: Signal=1 (Conf=80.0%), Magnitude=-0.11% (Conf=32.5424%)
[2025-11-16T05:14:01.616208] [INFO ] [main      ] Fetching symbol history for NMT...
[2025-11-16T05:14:01.616329] [DEBUG] [REMOTE    ] NMT: Fetching historical data.
[2025-11-16T05:14:01.617081] [INFO ] [main      ] Progress: 383/472 forecasts completed (81.1%). DBL finished in 0.6s. ETA: 15.9s. Rate: 336.13 forecasts/min
[2025-11-16T05:14:01.626624] [DEBUG] [MAG       ] LDP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:01.631840] [DEBUG] [REMOTE    ] NMT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:01.632800] [DEBUG] [LOCAL     ] Loaded configuration for NMT: 6 features, N/A% accuracy
[2025-11-16T05:14:01.632884] [INFO ] [LOCAL     ] NMT: Loaded 6 optimal features with 41.08% confidence from JSON config
[2025-11-16T05:14:01.632936] [DEBUG] [MAG       ] Building data for symbol: NMT with lookback: 0
[2025-11-16T05:14:01.633960] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:01.634059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:01.636113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:01.636794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:01.637276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:14:01.638504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:14:01.641769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:14:01.643797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:01.695244] [INFO ] [LOCAL     ] LDP: Saved forecast.
[2025-11-16T05:14:01.695349] [INFO ] [main      ] LDP: Signal=1 (Conf=80.0%), Magnitude=0.18% (Conf=52.5301%)
[2025-11-16T05:14:01.695813] [INFO ] [main      ] Progress: 384/472 forecasts completed (81.4%). LDP finished in 0.7s. ETA: 15.7s. Rate: 336.62 forecasts/min
[2025-11-16T05:14:01.695906] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-11-16T05:14:01.696051] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-11-16T05:14:01.701069] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-11-16T05:14:01.701396] [INFO ] [main      ] BLX: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=54.8975%)
[2025-11-16T05:14:01.701708] [INFO ] [main      ] Fetching symbol history for VGM...
[2025-11-16T05:14:01.701832] [DEBUG] [REMOTE    ] VGM: Fetching historical data.
[2025-11-16T05:14:01.702778] [INFO ] [main      ] Progress: 385/472 forecasts completed (81.6%). BLX finished in 0.6s. ETA: 15.5s. Rate: 337.46 forecasts/min
[2025-11-16T05:14:01.708964] [DEBUG] [REMOTE    ] BROS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:01.709903] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-11-16T05:14:01.710031] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-11-16T05:14:01.710142] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-11-16T05:14:01.711080] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:14:01.711226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:01.716886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:14:01.717231] [DEBUG] [REMOTE    ] VGM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:01.718028] [DEBUG] [LOCAL     ] Loaded configuration for VGM: 10 features, N/A% accuracy
[2025-11-16T05:14:01.718093] [INFO ] [LOCAL     ] VGM: Loaded 10 optimal features with 38.74% confidence from JSON config
[2025-11-16T05:14:01.718129] [DEBUG] [MAG       ] Building data for symbol: VGM with lookback: 0
[2025-11-16T05:14:01.718360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:01.718986] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:14:01.719075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:01.720718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:01.721276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:14:01.722411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:14:01.724139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:14:01.724584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:01.725025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:14:01.725540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:01.725941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:14:01.727165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:14:01.728058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:14:01.729804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:14:01.731101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:14:01.732945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:14:01.733164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:01.735772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:14:01.736917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:14:01.738944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:14:01.744921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:01.826196] [DEBUG] [MAG       ] BYM: Last date is validated at 2025-11-14
[2025-11-16T05:14:01.996063] [DEBUG] [MAG       ] BYM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:02.004719] [DEBUG] [MAG       ] NMT: Last date is validated at 2025-11-14
[2025-11-16T05:14:02.069628] [INFO ] [LOCAL     ] BYM: Saved forecast.
[2025-11-16T05:14:02.069929] [INFO ] [main      ] BYM: Signal=1 (Conf=80.0%), Magnitude=-0.40% (Conf=48.7888%)
[2025-11-16T05:14:02.070167] [INFO ] [main      ] Fetching symbol history for TRTX...
[2025-11-16T05:14:02.070288] [DEBUG] [REMOTE    ] TRTX: Fetching historical data.
[2025-11-16T05:14:02.071764] [INFO ] [main      ] Progress: 386/472 forecasts completed (81.8%). BYM finished in 0.6s. ETA: 15.3s. Rate: 336.53 forecasts/min
[2025-11-16T05:14:02.084982] [DEBUG] [REMOTE    ] TRTX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:02.085708] [DEBUG] [LOCAL     ] Loaded configuration for TRTX: 5 features, N/A% accuracy
[2025-11-16T05:14:02.085835] [INFO ] [LOCAL     ] TRTX: Loaded 5 optimal features with 59.52% confidence from JSON config
[2025-11-16T05:14:02.085941] [DEBUG] [MAG       ] Building data for symbol: TRTX with lookback: 0
[2025-11-16T05:14:02.086854] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:02.086994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:02.091830] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-11-14
[2025-11-16T05:14:02.092499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:14:02.094247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:14:02.097372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:14:02.101729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:14:02.103477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:02.117890] [DEBUG] [MAG       ] VGM: Last date is validated at 2025-11-14
[2025-11-16T05:14:02.188034] [DEBUG] [MAG       ] NMT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:02.267369] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:02.303436] [DEBUG] [MAG       ] VGM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:02.322872] [INFO ] [LOCAL     ] NMT: Saved forecast.
[2025-11-16T05:14:02.323154] [INFO ] [main      ] NMT: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=41.0831%)
[2025-11-16T05:14:02.323440] [INFO ] [main      ] Fetching symbol history for SHG...
[2025-11-16T05:14:02.323558] [DEBUG] [REMOTE    ] SHG: Fetching historical data.
[2025-11-16T05:14:02.324882] [INFO ] [main      ] Progress: 387/472 forecasts completed (82.0%). NMT finished in 0.7s. ETA: 15.2s. Rate: 336.16 forecasts/min
[2025-11-16T05:14:02.338082] [DEBUG] [REMOTE    ] SHG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:02.338961] [DEBUG] [LOCAL     ] Loaded configuration for SHG: 3 features, N/A% accuracy
[2025-11-16T05:14:02.339083] [INFO ] [LOCAL     ] SHG: Loaded 3 optimal features with 51.08% confidence from JSON config
[2025-11-16T05:14:02.339180] [DEBUG] [MAG       ] Building data for symbol: SHG with lookback: 0
[2025-11-16T05:14:02.340167] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:02.340303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:02.345807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:02.346905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:02.388304] [INFO ] [LOCAL     ] VGM: Saved forecast.
[2025-11-16T05:14:02.388611] [INFO ] [main      ] VGM: Signal=1 (Conf=80.0%), Magnitude=0.26% (Conf=38.7352%)
[2025-11-16T05:14:02.388864] [INFO ] [main      ] Fetching symbol history for SITC...
[2025-11-16T05:14:02.389178] [DEBUG] [REMOTE    ] SITC: Fetching historical data.
[2025-11-16T05:14:02.389828] [INFO ] [main      ] Progress: 388/472 forecasts completed (82.2%). VGM finished in 0.7s. ETA: 15.0s. Rate: 336.71 forecasts/min
[2025-11-16T05:14:02.397227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:02.402354] [DEBUG] [REMOTE    ] SITC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:02.403369] [DEBUG] [LOCAL     ] Loaded configuration for SITC: 6 features, N/A% accuracy
[2025-11-16T05:14:02.403494] [INFO ] [LOCAL     ] SITC: Loaded 6 optimal features with 49.03% confidence from JSON config
[2025-11-16T05:14:02.403589] [DEBUG] [MAG       ] Building data for symbol: SITC with lookback: 0
[2025-11-16T05:14:02.404496] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:02.404633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:02.406449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:02.407090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:02.407562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:02.408535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:02.411018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:02.416969] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-11-16T05:14:02.417276] [INFO ] [main      ] BROS: Signal=1 (Conf=80.0%), Magnitude=-3.30% (Conf=51.0686%)
[2025-11-16T05:14:02.417612] [INFO ] [main      ] Fetching symbol history for CUBE...
[2025-11-16T05:14:02.417958] [DEBUG] [REMOTE    ] CUBE: Fetching historical data.
[2025-11-16T05:14:02.419051] [INFO ] [main      ] Progress: 389/472 forecasts completed (82.4%). BROS finished in 0.7s. ETA: 14.8s. Rate: 337.44 forecasts/min
[2025-11-16T05:14:02.432810] [DEBUG] [REMOTE    ] CUBE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:02.433962] [DEBUG] [LOCAL     ] Loaded configuration for CUBE: 7 features, N/A% accuracy
[2025-11-16T05:14:02.434093] [INFO ] [LOCAL     ] CUBE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-11-16T05:14:02.434200] [DEBUG] [MAG       ] Building data for symbol: CUBE with lookback: 0
[2025-11-16T05:14:02.435133] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:14:02.435277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:02.437129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:02.437764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:14:02.441270] [DEBUG] [MAG       ] TRTX: Last date is validated at 2025-11-14
[2025-11-16T05:14:02.455264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:02.561772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:14:02.563722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:02.606997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:14:02.610427] [DEBUG] [MAG       ] TRTX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:02.684777] [INFO ] [LOCAL     ] TRTX: Saved forecast.
[2025-11-16T05:14:02.684881] [INFO ] [main      ] TRTX: Signal=1 (Conf=80.0%), Magnitude=-0.49% (Conf=59.5208%)
[2025-11-16T05:14:02.685054] [INFO ] [main      ] Fetching symbol history for DLY...
[2025-11-16T05:14:02.685107] [DEBUG] [REMOTE    ] DLY: Fetching historical data.
[2025-11-16T05:14:02.686190] [INFO ] [main      ] Progress: 390/472 forecasts completed (82.6%). TRTX finished in 0.6s. ETA: 14.6s. Rate: 337.00 forecasts/min
[2025-11-16T05:14:02.693420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:14:02.696592] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:02.698295] [DEBUG] [REMOTE    ] DLY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:02.698941] [DEBUG] [LOCAL     ] Loaded configuration for DLY: 3 features, N/A% accuracy
[2025-11-16T05:14:02.699079] [INFO ] [LOCAL     ] DLY: Loaded 3 optimal features with 60.67% confidence from JSON config
[2025-11-16T05:14:02.699210] [DEBUG] [MAG       ] Building data for symbol: DLY with lookback: 0
[2025-11-16T05:14:02.700138] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:02.700298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:14:02.701446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:14:02.705890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:14:02.707132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:02.754637] [DEBUG] [MAG       ] SHG: Last date is validated at 2025-11-14
[2025-11-16T05:14:02.795207] [DEBUG] [MAG       ] SITC: Last date is validated at 2025-11-14
[2025-11-16T05:14:02.931981] [DEBUG] [MAG       ] SHG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:02.974796] [DEBUG] [MAG       ] SITC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:03.036738] [INFO ] [LOCAL     ] SHG: Saved forecast.
[2025-11-16T05:14:03.036858] [INFO ] [main      ] SHG: Signal=1 (Conf=80.0%), Magnitude=-0.46% (Conf=51.0819%)
[2025-11-16T05:14:03.037334] [INFO ] [main      ] Fetching symbol history for SPIR...
[2025-11-16T05:14:03.037395] [DEBUG] [REMOTE    ] SPIR: Fetching historical data.
[2025-11-16T05:14:03.037794] [INFO ] [main      ] Progress: 391/472 forecasts completed (82.8%). SHG finished in 0.7s. ETA: 14.5s. Rate: 336.17 forecasts/min
[2025-11-16T05:14:03.043269] [DEBUG] [MAG       ] CUBE: Last date is validated at 2025-11-14
[2025-11-16T05:14:03.050777] [DEBUG] [MAG       ] DLY: Last date is validated at 2025-11-14
[2025-11-16T05:14:03.052188] [DEBUG] [REMOTE    ] SPIR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:03.052921] [DEBUG] [LOCAL     ] Loaded configuration for SPIR: 7 features, N/A% accuracy
[2025-11-16T05:14:03.052987] [INFO ] [LOCAL     ] SPIR: Loaded 7 optimal features with 44.66% confidence from JSON config
[2025-11-16T05:14:03.053024] [DEBUG] [MAG       ] Building data for symbol: SPIR with lookback: 0
[2025-11-16T05:14:03.053965] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:14:03.054333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:03.056205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:03.056847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:03.057271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:03.059152] [INFO ] [LOCAL     ] SITC: Saved forecast.
[2025-11-16T05:14:03.059267] [INFO ] [main      ] SITC: Signal=1 (Conf=80.0%), Magnitude=-1.39% (Conf=49.0317%)
[2025-11-16T05:14:03.059486] [INFO ] [main      ] Fetching symbol history for RFM...
[2025-11-16T05:14:03.059542] [DEBUG] [REMOTE    ] RFM: Fetching historical data.
[2025-11-16T05:14:03.060589] [INFO ] [main      ] Progress: 392/472 forecasts completed (83.1%). SITC finished in 0.7s. ETA: 14.2s. Rate: 336.92 forecasts/min
[2025-11-16T05:14:03.074583] [DEBUG] [REMOTE    ] RFM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:03.075542] [DEBUG] [LOCAL     ] Loaded configuration for RFM: 7 features, N/A% accuracy
[2025-11-16T05:14:03.075742] [INFO ] [LOCAL     ] RFM: Loaded 7 optimal features with 50.50% confidence from JSON config
[2025-11-16T05:14:03.075841] [DEBUG] [MAG       ] Building data for symbol: RFM with lookback: 0
[2025-11-16T05:14:03.076820] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:14:03.076959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:03.082422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:03.084513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:03.085144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:03.085632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:14:03.104532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:14:03.106433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:14:03.111411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:14:03.114639] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:03.219965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:14:03.220992] [DEBUG] [MAG       ] DLY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:03.222805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:14:03.223257] [DEBUG] [MAG       ] CUBE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:03.224137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:03.283598] [INFO ] [LOCAL     ] DLY: Saved forecast.
[2025-11-16T05:14:03.283990] [INFO ] [main      ] DLY: Signal=1 (Conf=80.0%), Magnitude=-0.57% (Conf=60.672%)
[2025-11-16T05:14:03.284240] [INFO ] [main      ] Fetching symbol history for FTK...
[2025-11-16T05:14:03.284362] [DEBUG] [REMOTE    ] FTK: Fetching historical data.
[2025-11-16T05:14:03.285338] [INFO ] [main      ] Progress: 393/472 forecasts completed (83.3%). DLY finished in 0.6s. ETA: 14.1s. Rate: 336.69 forecasts/min
[2025-11-16T05:14:03.297319] [DEBUG] [REMOTE    ] FTK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:03.298330] [DEBUG] [LOCAL     ] Loaded configuration for FTK: 2 features, N/A% accuracy
[2025-11-16T05:14:03.298462] [INFO ] [LOCAL     ] FTK: Loaded 2 optimal features with 54.40% confidence from JSON config
[2025-11-16T05:14:03.298567] [DEBUG] [MAG       ] Building data for symbol: FTK with lookback: 0
[2025-11-16T05:14:03.299430] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:14:03.299567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:03.304680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:14:03.306503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:03.321022] [INFO ] [LOCAL     ] CUBE: Saved forecast.
[2025-11-16T05:14:03.321329] [INFO ] [main      ] CUBE: Signal=1 (Conf=80.0%), Magnitude=-1.80% (Conf=49.7496%)
[2025-11-16T05:14:03.321827] [INFO ] [main      ] Fetching symbol history for UP...
[2025-11-16T05:14:03.321952] [DEBUG] [REMOTE    ] UP: Fetching historical data.
[2025-11-16T05:14:03.322736] [INFO ] [main      ] Progress: 394/472 forecasts completed (83.5%). CUBE finished in 0.9s. ETA: 13.9s. Rate: 337.37 forecasts/min
[2025-11-16T05:14:03.334690] [DEBUG] [REMOTE    ] UP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:03.335413] [DEBUG] [LOCAL     ] Loaded configuration for UP: 9 features, N/A% accuracy
[2025-11-16T05:14:03.335539] [INFO ] [LOCAL     ] UP: Loaded 9 optimal features with 67.71% confidence from JSON config
[2025-11-16T05:14:03.335668] [DEBUG] [MAG       ] Building data for symbol: UP with lookback: 0
[2025-11-16T05:14:03.336564] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:14:03.336726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:03.341630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:03.343525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:03.344042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:03.344520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:03.388336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:14:03.389379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:14:03.390588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:14:03.391277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:14:03.393996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:03.487028] [DEBUG] [MAG       ] SPIR: Last date is validated at 2025-11-14
[2025-11-16T05:14:03.569131] [DEBUG] [MAG       ] RFM: Last date is validated at 2025-11-14
[2025-11-16T05:14:03.654174] [DEBUG] [MAG       ] FTK: Last date is validated at 2025-11-14
[2025-11-16T05:14:03.664209] [DEBUG] [MAG       ] SPIR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:03.725596] [DEBUG] [MAG       ] UP: Last date is validated at 2025-11-14
[2025-11-16T05:14:03.743211] [DEBUG] [MAG       ] RFM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:03.793562] [INFO ] [LOCAL     ] SPIR: Saved forecast.
[2025-11-16T05:14:03.793876] [INFO ] [main      ] SPIR: Signal=1 (Conf=80.0%), Magnitude=3.02% (Conf=44.6554%)
[2025-11-16T05:14:03.794425] [INFO ] [main      ] Fetching symbol history for VNO...
[2025-11-16T05:14:03.794546] [DEBUG] [REMOTE    ] VNO: Fetching historical data.
[2025-11-16T05:14:03.794748] [INFO ] [main      ] Progress: 395/472 forecasts completed (83.7%). SPIR finished in 0.8s. ETA: 13.8s. Rate: 335.96 forecasts/min
[2025-11-16T05:14:03.808890] [DEBUG] [REMOTE    ] VNO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:03.809694] [DEBUG] [LOCAL     ] Loaded configuration for VNO: 7 features, N/A% accuracy
[2025-11-16T05:14:03.809779] [INFO ] [LOCAL     ] VNO: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-11-16T05:14:03.809829] [DEBUG] [MAG       ] Building data for symbol: VNO with lookback: 0
[2025-11-16T05:14:03.810852] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:14:03.811072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:03.814296] [INFO ] [LOCAL     ] RFM: Saved forecast.
[2025-11-16T05:14:03.814616] [INFO ] [main      ] RFM: Signal=1 (Conf=80.0%), Magnitude=1.43% (Conf=50.4953%)
[2025-11-16T05:14:03.814954] [INFO ] [main      ] Fetching symbol history for DUK...
[2025-11-16T05:14:03.815354] [DEBUG] [REMOTE    ] DUK: Fetching historical data.
[2025-11-16T05:14:03.816734] [INFO ] [main      ] Progress: 396/472 forecasts completed (83.9%). RFM finished in 0.8s. ETA: 13.5s. Rate: 336.71 forecasts/min
[2025-11-16T05:14:03.816669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:03.817764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:14:03.818830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:14:03.819994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:14:03.823275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:14:03.824917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:14:03.826386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:03.830147] [DEBUG] [REMOTE    ] DUK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:03.831188] [DEBUG] [LOCAL     ] Loaded configuration for DUK: 3 features, N/A% accuracy
[2025-11-16T05:14:03.831316] [INFO ] [LOCAL     ] DUK: Loaded 3 optimal features with 63.52% confidence from JSON config
[2025-11-16T05:14:03.831423] [DEBUG] [MAG       ] Building data for symbol: DUK with lookback: 0
[2025-11-16T05:14:03.832373] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:03.832514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:03.835075] [DEBUG] [MAG       ] FTK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:03.837590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:14:03.838495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:14:03.839324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:03.893193] [DEBUG] [MAG       ] UP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:03.921571] [INFO ] [LOCAL     ] FTK: Saved forecast.
[2025-11-16T05:14:03.921743] [INFO ] [main      ] FTK: Signal=1 (Conf=80.0%), Magnitude=6.91% (Conf=54.3954%)
[2025-11-16T05:14:03.922102] [INFO ] [main      ] Fetching symbol history for HLX...
[2025-11-16T05:14:03.922406] [DEBUG] [REMOTE    ] HLX: Fetching historical data.
[2025-11-16T05:14:03.923399] [INFO ] [main      ] Progress: 397/472 forecasts completed (84.1%). FTK finished in 0.6s. ETA: 13.4s. Rate: 337.05 forecasts/min
[2025-11-16T05:14:03.935766] [DEBUG] [REMOTE    ] HLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:03.936545] [DEBUG] [LOCAL     ] Loaded configuration for HLX: 8 features, N/A% accuracy
[2025-11-16T05:14:03.936715] [INFO ] [LOCAL     ] HLX: Loaded 8 optimal features with 59.11% confidence from JSON config
[2025-11-16T05:14:03.936856] [DEBUG] [MAG       ] Building data for symbol: HLX with lookback: 0
[2025-11-16T05:14:03.937951] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:14:03.938115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:03.943624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:03.945613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:03.946228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:03.946763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:03.947615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:14:03.950549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:14:03.951449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:14:03.952291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:03.967608] [INFO ] [LOCAL     ] UP: Saved forecast.
[2025-11-16T05:14:03.967770] [INFO ] [main      ] UP: Signal=1 (Conf=80.0%), Magnitude=-11.21% (Conf=67.7149%)
[2025-11-16T05:14:03.968320] [INFO ] [main      ] Fetching symbol history for CNI...
[2025-11-16T05:14:03.968391] [DEBUG] [REMOTE    ] CNI: Fetching historical data.
[2025-11-16T05:14:03.968741] [INFO ] [main      ] Progress: 398/472 forecasts completed (84.3%). UP finished in 0.6s. ETA: 13.1s. Rate: 337.68 forecasts/min
[2025-11-16T05:14:03.980773] [DEBUG] [REMOTE    ] CNI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:03.981424] [DEBUG] [LOCAL     ] Loaded configuration for CNI: 6 features, N/A% accuracy
[2025-11-16T05:14:03.981478] [INFO ] [LOCAL     ] CNI: Loaded 6 optimal features with 71.92% confidence from JSON config
[2025-11-16T05:14:03.981513] [DEBUG] [MAG       ] Building data for symbol: CNI with lookback: 0
[2025-11-16T05:14:03.982311] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:03.982391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:03.987251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:03.989048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:03.989736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:03.990265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:03.990767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:14:03.991531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:04.174104] [DEBUG] [MAG       ] VNO: Last date is validated at 2025-11-14
[2025-11-16T05:14:04.185149] [DEBUG] [MAG       ] DUK: Last date is validated at 2025-11-14
[2025-11-16T05:14:04.310080] [DEBUG] [MAG       ] HLX: Last date is validated at 2025-11-14
[2025-11-16T05:14:04.335623] [DEBUG] [MAG       ] CNI: Last date is validated at 2025-11-14
[2025-11-16T05:14:04.353968] [DEBUG] [MAG       ] VNO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:04.364258] [DEBUG] [MAG       ] DUK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:04.485214] [INFO ] [LOCAL     ] DUK: Saved forecast.
[2025-11-16T05:14:04.485504] [INFO ] [main      ] DUK: Signal=1 (Conf=80.0%), Magnitude=0.95% (Conf=63.5238%)
[2025-11-16T05:14:04.485797] [INFO ] [main      ] Fetching symbol history for ATO...
[2025-11-16T05:14:04.486200] [DEBUG] [REMOTE    ] ATO: Fetching historical data.
[2025-11-16T05:14:04.486768] [INFO ] [main      ] Progress: 399/472 forecasts completed (84.5%). DUK finished in 0.7s. ETA: 13.0s. Rate: 336.07 forecasts/min
[2025-11-16T05:14:04.490715] [DEBUG] [MAG       ] HLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:04.502823] [DEBUG] [REMOTE    ] ATO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:04.503550] [DEBUG] [LOCAL     ] Loaded configuration for ATO: 8 features, N/A% accuracy
[2025-11-16T05:14:04.503615] [INFO ] [LOCAL     ] ATO: Loaded 8 optimal features with 45.46% confidence from JSON config
[2025-11-16T05:14:04.503677] [DEBUG] [MAG       ] Building data for symbol: ATO with lookback: 0
[2025-11-16T05:14:04.504704] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:14:04.504807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:04.508997] [DEBUG] [MAG       ] CNI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:04.510323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:04.512376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:04.512980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:04.513458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:04.514284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:04.515230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:14:04.517074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:14:04.518821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:04.575521] [INFO ] [LOCAL     ] HLX: Saved forecast.
[2025-11-16T05:14:04.575627] [INFO ] [main      ] HLX: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=59.1141%)
[2025-11-16T05:14:04.576000] [INFO ] [main      ] Fetching symbol history for EOT...
[2025-11-16T05:14:04.576132] [DEBUG] [REMOTE    ] EOT: Fetching historical data.
[2025-11-16T05:14:04.577358] [INFO ] [main      ] Progress: 400/472 forecasts completed (84.7%). HLX finished in 0.7s. ETA: 12.8s. Rate: 336.48 forecasts/min
[2025-11-16T05:14:04.581315] [INFO ] [LOCAL     ] VNO: Saved forecast.
[2025-11-16T05:14:04.581718] [INFO ] [main      ] VNO: Signal=1 (Conf=80.0%), Magnitude=-5.55% (Conf=47.1196%)
[2025-11-16T05:14:04.581995] [INFO ] [main      ] Fetching symbol history for EVR...
[2025-11-16T05:14:04.582112] [DEBUG] [REMOTE    ] EVR: Fetching historical data.
[2025-11-16T05:14:04.582919] [INFO ] [main      ] Progress: 401/472 forecasts completed (85.0%). VNO finished in 0.8s. ETA: 12.6s. Rate: 337.30 forecasts/min
[2025-11-16T05:14:04.590580] [DEBUG] [REMOTE    ] EOT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:04.591299] [DEBUG] [LOCAL     ] Loaded configuration for EOT: 6 features, N/A% accuracy
[2025-11-16T05:14:04.591400] [INFO ] [LOCAL     ] EOT: Loaded 6 optimal features with 52.61% confidence from JSON config
[2025-11-16T05:14:04.591459] [DEBUG] [MAG       ] Building data for symbol: EOT with lookback: 0
[2025-11-16T05:14:04.592372] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:04.592608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:04.594521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:04.595198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:04.596326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:14:04.597178] [DEBUG] [REMOTE    ] EVR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:04.597922] [DEBUG] [LOCAL     ] Loaded configuration for EVR: 3 features, N/A% accuracy
[2025-11-16T05:14:04.598044] [INFO ] [LOCAL     ] EVR: Loaded 3 optimal features with 49.91% confidence from JSON config
[2025-11-16T05:14:04.598143] [DEBUG] [MAG       ] Building data for symbol: EVR with lookback: 0
[2025-11-16T05:14:04.599131] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:04.599266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:04.601856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:14:04.627778] [INFO ] [LOCAL     ] CNI: Saved forecast.
[2025-11-16T05:14:04.628099] [INFO ] [main      ] CNI: Signal=1 (Conf=80.0%), Magnitude=-1.13% (Conf=71.9214%)
[2025-11-16T05:14:04.628764] [INFO ] [main      ] Fetching symbol history for ESRT...
[2025-11-16T05:14:04.628892] [DEBUG] [REMOTE    ] ESRT: Fetching historical data.
[2025-11-16T05:14:04.629727] [INFO ] [main      ] Progress: 402/472 forecasts completed (85.2%). CNI finished in 0.7s. ETA: 12.4s. Rate: 337.92 forecasts/min
[2025-11-16T05:14:04.642906] [DEBUG] [REMOTE    ] ESRT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:04.643888] [DEBUG] [LOCAL     ] Loaded configuration for ESRT: 8 features, N/A% accuracy
[2025-11-16T05:14:04.644019] [INFO ] [LOCAL     ] ESRT: Loaded 8 optimal features with 52.50% confidence from JSON config
[2025-11-16T05:14:04.644125] [DEBUG] [MAG       ] Building data for symbol: ESRT with lookback: 0
[2025-11-16T05:14:04.645055] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:14:04.645223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:04.650286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:04.653132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:14:04.690116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:14:04.692140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:04.713195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:14:04.714570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:04.716620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:04.717306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:14:04.718585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:14:04.720767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:04.737279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:14:04.739153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:14:04.741718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:04.881901] [DEBUG] [MAG       ] ATO: Last date is validated at 2025-11-14
[2025-11-16T05:14:05.044059] [DEBUG] [MAG       ] EVR: Last date is validated at 2025-11-14
[2025-11-16T05:14:05.061549] [DEBUG] [MAG       ] ESRT: Last date is validated at 2025-11-14
[2025-11-16T05:14:05.064300] [DEBUG] [MAG       ] ATO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:05.084985] [DEBUG] [MAG       ] EOT: Last date is validated at 2025-11-14
[2025-11-16T05:14:05.195496] [INFO ] [LOCAL     ] ATO: Saved forecast.
[2025-11-16T05:14:05.195825] [INFO ] [main      ] ATO: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=45.4619%)
[2025-11-16T05:14:05.196114] [INFO ] [main      ] Fetching symbol history for CALX...
[2025-11-16T05:14:05.196234] [DEBUG] [REMOTE    ] CALX: Fetching historical data.
[2025-11-16T05:14:05.198730] [INFO ] [main      ] Progress: 403/472 forecasts completed (85.4%). ATO finished in 0.7s. ETA: 12.3s. Rate: 336.08 forecasts/min
[2025-11-16T05:14:05.211838] [DEBUG] [REMOTE    ] CALX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:05.212738] [DEBUG] [LOCAL     ] Loaded configuration for CALX: 3 features, N/A% accuracy
[2025-11-16T05:14:05.212861] [INFO ] [LOCAL     ] CALX: Loaded 3 optimal features with 47.75% confidence from JSON config
[2025-11-16T05:14:05.212965] [DEBUG] [MAG       ] Building data for symbol: CALX with lookback: 0
[2025-11-16T05:14:05.213953] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:05.214093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:05.215005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:14:05.216085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:14:05.219795] [DEBUG] [MAG       ] EVR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:05.224132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:05.235748] [DEBUG] [MAG       ] ESRT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:05.260219] [DEBUG] [MAG       ] EOT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:05.312688] [INFO ] [LOCAL     ] ESRT: Saved forecast.
[2025-11-16T05:14:05.312792] [INFO ] [main      ] ESRT: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=52.4998%)
[2025-11-16T05:14:05.312963] [INFO ] [main      ] Fetching symbol history for REXR...
[2025-11-16T05:14:05.313014] [DEBUG] [REMOTE    ] REXR: Fetching historical data.
[2025-11-16T05:14:05.314006] [INFO ] [main      ] Progress: 404/472 forecasts completed (85.6%). ESRT finished in 0.7s. ETA: 12.1s. Rate: 336.37 forecasts/min
[2025-11-16T05:14:05.325428] [DEBUG] [REMOTE    ] REXR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:05.326026] [DEBUG] [LOCAL     ] Loaded configuration for REXR: 1 features, N/A% accuracy
[2025-11-16T05:14:05.326088] [INFO ] [LOCAL     ] REXR: Loaded 1 optimal features with 51.62% confidence from JSON config
[2025-11-16T05:14:05.326160] [DEBUG] [MAG       ] Building data for symbol: REXR with lookback: 0
[2025-11-16T05:14:05.327029] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:14:05.327120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:14:05.330075] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:05.331214] [INFO ] [LOCAL     ] EOT: Saved forecast.
[2025-11-16T05:14:05.331402] [INFO ] [main      ] EOT: Signal=1 (Conf=80.0%), Magnitude=-0.19% (Conf=52.6056%)
[2025-11-16T05:14:05.331946] [INFO ] [main      ] Progress: 405/472 forecasts completed (85.8%). EOT finished in 0.8s. ETA: 11.9s. Rate: 337.12 forecasts/min
[2025-11-16T05:14:05.332172] [INFO ] [main      ] Fetching symbol history for BNY...
[2025-11-16T05:14:05.332293] [DEBUG] [REMOTE    ] BNY: Fetching historical data.
[2025-11-16T05:14:05.346872] [DEBUG] [REMOTE    ] BNY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:05.348029] [DEBUG] [LOCAL     ] Loaded configuration for BNY: 6 features, N/A% accuracy
[2025-11-16T05:14:05.348197] [INFO ] [LOCAL     ] BNY: Loaded 6 optimal features with 43.47% confidence from JSON config
[2025-11-16T05:14:05.348331] [DEBUG] [MAG       ] Building data for symbol: BNY with lookback: 0
[2025-11-16T05:14:05.349470] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:05.349682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:05.355144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:05.356274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:05.357287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:14:05.358947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:14:05.360282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:14:05.362255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:05.388497] [INFO ] [LOCAL     ] EVR: Saved forecast.
[2025-11-16T05:14:05.388627] [INFO ] [main      ] EVR: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=49.9099%)
[2025-11-16T05:14:05.389192] [INFO ] [main      ] Fetching symbol history for GCO...
[2025-11-16T05:14:05.389409] [DEBUG] [REMOTE    ] GCO: Fetching historical data.
[2025-11-16T05:14:05.390534] [INFO ] [main      ] Progress: 406/472 forecasts completed (86.0%). EVR finished in 0.8s. ETA: 11.7s. Rate: 337.68 forecasts/min
[2025-11-16T05:14:05.404178] [DEBUG] [REMOTE    ] GCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:05.405112] [DEBUG] [LOCAL     ] Loaded configuration for GCO: 1 features, N/A% accuracy
[2025-11-16T05:14:05.405239] [INFO ] [LOCAL     ] GCO: Loaded 1 optimal features with 51.67% confidence from JSON config
[2025-11-16T05:14:05.405340] [DEBUG] [MAG       ] Building data for symbol: GCO with lookback: 0
[2025-11-16T05:14:05.406347] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:14:05.406484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:05.453874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:05.591302] [DEBUG] [MAG       ] CALX: Last date is validated at 2025-11-14
[2025-11-16T05:14:05.672996] [DEBUG] [MAG       ] REXR: Last date is validated at 2025-11-14
[2025-11-16T05:14:05.712335] [DEBUG] [MAG       ] BNY: Last date is validated at 2025-11-14
[2025-11-16T05:14:05.765953] [DEBUG] [MAG       ] CALX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:05.809679] [DEBUG] [MAG       ] GCO: Last date is validated at 2025-11-14
[2025-11-16T05:14:05.843623] [DEBUG] [MAG       ] REXR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:05.879938] [INFO ] [LOCAL     ] CALX: Saved forecast.
[2025-11-16T05:14:05.880233] [INFO ] [main      ] CALX: Signal=1 (Conf=80.0%), Magnitude=-0.97% (Conf=47.7451%)
[2025-11-16T05:14:05.880511] [INFO ] [main      ] Fetching symbol history for FLC...
[2025-11-16T05:14:05.880902] [DEBUG] [REMOTE    ] FLC: Fetching historical data.
[2025-11-16T05:14:05.882752] [INFO ] [main      ] Progress: 407/472 forecasts completed (86.2%). CALX finished in 0.7s. ETA: 11.6s. Rate: 336.22 forecasts/min
[2025-11-16T05:14:05.886618] [DEBUG] [MAG       ] BNY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:05.897255] [DEBUG] [REMOTE    ] FLC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:05.898068] [DEBUG] [LOCAL     ] Loaded configuration for FLC: 4 features, N/A% accuracy
[2025-11-16T05:14:05.898195] [INFO ] [LOCAL     ] FLC: Loaded 4 optimal features with 45.25% confidence from JSON config
[2025-11-16T05:14:05.898302] [DEBUG] [MAG       ] Building data for symbol: FLC with lookback: 0
[2025-11-16T05:14:05.899305] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:14:05.899445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:05.901365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:05.902071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:05.902576] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:14:05.923633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:05.938227] [INFO ] [LOCAL     ] REXR: Saved forecast.
[2025-11-16T05:14:05.938514] [INFO ] [main      ] REXR: Signal=1 (Conf=80.0%), Magnitude=-1.92% (Conf=51.6153%)
[2025-11-16T05:14:05.938976] [INFO ] [main      ] Fetching symbol history for GFF...
[2025-11-16T05:14:05.939101] [DEBUG] [REMOTE    ] GFF: Fetching historical data.
[2025-11-16T05:14:05.939751] [INFO ] [main      ] Progress: 408/472 forecasts completed (86.4%). REXR finished in 0.6s. ETA: 11.4s. Rate: 336.78 forecasts/min
[2025-11-16T05:14:05.951268] [DEBUG] [REMOTE    ] GFF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:05.952205] [DEBUG] [LOCAL     ] Loaded configuration for GFF: 2 features, N/A% accuracy
[2025-11-16T05:14:05.952277] [INFO ] [LOCAL     ] GFF: Loaded 2 optimal features with 40.44% confidence from JSON config
[2025-11-16T05:14:05.952391] [DEBUG] [MAG       ] Building data for symbol: GFF with lookback: 0
[2025-11-16T05:14:05.953288] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:14:05.953385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:05.958350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:05.958479] [INFO ] [LOCAL     ] BNY: Saved forecast.
[2025-11-16T05:14:05.958624] [INFO ] [main      ] BNY: Signal=1 (Conf=80.0%), Magnitude=-0.13% (Conf=43.4699%)
[2025-11-16T05:14:05.959453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:05.959447] [INFO ] [main      ] Fetching symbol history for MFC...
[2025-11-16T05:14:05.959597] [DEBUG] [REMOTE    ] MFC: Fetching historical data.
[2025-11-16T05:14:05.959775] [INFO ] [main      ] Progress: 409/472 forecasts completed (86.7%). BNY finished in 0.6s. ETA: 11.2s. Rate: 337.51 forecasts/min
[2025-11-16T05:14:05.975034] [DEBUG] [REMOTE    ] MFC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:05.975683] [DEBUG] [LOCAL     ] Loaded configuration for MFC: 1 features, N/A% accuracy
[2025-11-16T05:14:05.975769] [INFO ] [LOCAL     ] MFC: Loaded 1 optimal features with 66.66% confidence from JSON config
[2025-11-16T05:14:05.975821] [DEBUG] [MAG       ] Building data for symbol: MFC with lookback: 0
[2025-11-16T05:14:05.976850] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:14:05.976951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:05.982200] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:05.988901] [DEBUG] [MAG       ] GCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:06.098290] [INFO ] [LOCAL     ] GCO: Saved forecast.
[2025-11-16T05:14:06.098569] [INFO ] [main      ] GCO: Signal=1 (Conf=80.0%), Magnitude=-1.92% (Conf=51.6691%)
[2025-11-16T05:14:06.098850] [INFO ] [main      ] Fetching symbol history for VST...
[2025-11-16T05:14:06.098964] [DEBUG] [REMOTE    ] VST: Fetching historical data.
[2025-11-16T05:14:06.100866] [INFO ] [main      ] Progress: 410/472 forecasts completed (86.9%). GCO finished in 0.7s. ETA: 11.0s. Rate: 337.68 forecasts/min
[2025-11-16T05:14:06.113691] [DEBUG] [REMOTE    ] VST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:06.114478] [DEBUG] [LOCAL     ] Loaded configuration for VST: 6 features, N/A% accuracy
[2025-11-16T05:14:06.114596] [INFO ] [LOCAL     ] VST: Loaded 6 optimal features with 73.85% confidence from JSON config
[2025-11-16T05:14:06.114715] [DEBUG] [MAG       ] Building data for symbol: VST with lookback: 0
[2025-11-16T05:14:06.115679] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:06.115819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:14:06.118049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:06.120045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:06.120618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:14:06.121860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:14:06.124148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:14:06.130252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:06.270927] [DEBUG] [MAG       ] FLC: Last date is validated at 2025-11-14
[2025-11-16T05:14:06.306873] [DEBUG] [MAG       ] GFF: Last date is validated at 2025-11-14
[2025-11-16T05:14:06.338676] [DEBUG] [MAG       ] MFC: Last date is validated at 2025-11-14
[2025-11-16T05:14:06.450980] [DEBUG] [MAG       ] FLC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:06.475603] [DEBUG] [MAG       ] GFF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:06.487951] [DEBUG] [MAG       ] VST: Last date is validated at 2025-11-14
[2025-11-16T05:14:06.520055] [INFO ] [LOCAL     ] FLC: Saved forecast.
[2025-11-16T05:14:06.520375] [INFO ] [main      ] FLC: Signal=1 (Conf=80.0%), Magnitude=-0.21% (Conf=45.2461%)
[2025-11-16T05:14:06.520898] [INFO ] [main      ] Fetching symbol history for NRDY...
[2025-11-16T05:14:06.521027] [DEBUG] [REMOTE    ] NRDY: Fetching historical data.
[2025-11-16T05:14:06.521769] [INFO ] [main      ] Progress: 411/472 forecasts completed (87.1%). FLC finished in 0.6s. ETA: 10.9s. Rate: 336.56 forecasts/min
[2025-11-16T05:14:06.521992] [DEBUG] [MAG       ] MFC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:06.537179] [DEBUG] [REMOTE    ] NRDY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:06.538033] [DEBUG] [LOCAL     ] Loaded configuration for NRDY: 8 features, N/A% accuracy
[2025-11-16T05:14:06.538172] [INFO ] [LOCAL     ] NRDY: Loaded 8 optimal features with 44.84% confidence from JSON config
[2025-11-16T05:14:06.538284] [DEBUG] [MAG       ] Building data for symbol: NRDY with lookback: 0
[2025-11-16T05:14:06.539355] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:14:06.539501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:06.544942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:06.547006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:06.547669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:06.548201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:06.549098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:14:06.589964] [INFO ] [LOCAL     ] GFF: Saved forecast.
[2025-11-16T05:14:06.590099] [INFO ] [main      ] GFF: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=40.4384%)
[2025-11-16T05:14:06.590447] [INFO ] [main      ] Fetching symbol history for L...
[2025-11-16T05:14:06.590766] [DEBUG] [REMOTE    ] L: Fetching historical data.
[2025-11-16T05:14:06.591692] [INFO ] [main      ] Progress: 412/472 forecasts completed (87.3%). GFF finished in 0.7s. ETA: 10.7s. Rate: 337.06 forecasts/min
[2025-11-16T05:14:06.602897] [DEBUG] [REMOTE    ] L: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:06.603849] [DEBUG] [LOCAL     ] Loaded configuration for L: 5 features, N/A% accuracy
[2025-11-16T05:14:06.603920] [INFO ] [LOCAL     ] L: Loaded 5 optimal features with 67.19% confidence from JSON config
[2025-11-16T05:14:06.604033] [DEBUG] [MAG       ] Building data for symbol: L with lookback: 0
[2025-11-16T05:14:06.604922] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:06.605006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:06.606839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:06.607457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:06.607895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:14:06.609596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:14:06.611856] [INFO ] [LOCAL     ] MFC: Saved forecast.
[2025-11-16T05:14:06.612152] [INFO ] [main      ] MFC: Signal=1 (Conf=80.0%), Magnitude=2.03% (Conf=66.6621%)
[2025-11-16T05:14:06.612456] [INFO ] [main      ] Fetching symbol history for CRC...
[2025-11-16T05:14:06.612862] [DEBUG] [REMOTE    ] CRC: Fetching historical data.
[2025-11-16T05:14:06.614732] [INFO ] [main      ] Progress: 413/472 forecasts completed (87.5%). MFC finished in 0.7s. ETA: 10.5s. Rate: 337.77 forecasts/min
[2025-11-16T05:14:06.628275] [DEBUG] [REMOTE    ] CRC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:06.629163] [DEBUG] [LOCAL     ] Loaded configuration for CRC: 10 features, N/A% accuracy
[2025-11-16T05:14:06.629228] [INFO ] [LOCAL     ] CRC: Loaded 10 optimal features with 52.36% confidence from JSON config
[2025-11-16T05:14:06.629265] [DEBUG] [MAG       ] Building data for symbol: CRC with lookback: 0
[2025-11-16T05:14:06.630229] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:14:06.630317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:14:06.632171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:06.668150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:06.671227] [DEBUG] [MAG       ] VST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:06.679927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:14:06.685987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:14:06.689728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:14:06.692688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:06.740887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:14:06.742530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:14:06.743420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:14:06.744518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:06.746448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:06.747117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:14:06.748346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:14:06.750483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:06.846188] [INFO ] [LOCAL     ] VST: Saved forecast.
[2025-11-16T05:14:06.846301] [INFO ] [main      ] VST: Signal=1 (Conf=80.0%), Magnitude=3.15% (Conf=73.8481%)
[2025-11-16T05:14:06.846759] [INFO ] [main      ] Fetching symbol history for NAZ...
[2025-11-16T05:14:06.846842] [DEBUG] [REMOTE    ] NAZ: Fetching historical data.
[2025-11-16T05:14:06.847730] [INFO ] [main      ] Progress: 414/472 forecasts completed (87.7%). VST finished in 0.7s. ETA: 10.3s. Rate: 337.51 forecasts/min
[2025-11-16T05:14:06.860491] [DEBUG] [REMOTE    ] NAZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:06.861358] [DEBUG] [LOCAL     ] Loaded configuration for NAZ: 11 features, N/A% accuracy
[2025-11-16T05:14:06.861494] [INFO ] [LOCAL     ] NAZ: Loaded 11 optimal features with 46.24% confidence from JSON config
[2025-11-16T05:14:06.861595] [DEBUG] [MAG       ] Building data for symbol: NAZ with lookback: 0
[2025-11-16T05:14:06.862836] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:14:06.862997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:06.868347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:06.869484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:14:07.004385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:14:07.006590] [DEBUG] [MAG       ] L: Last date is validated at 2025-11-14
[2025-11-16T05:14:07.028269] [DEBUG] [MAG       ] NRDY: Last date is validated at 2025-11-14
[2025-11-16T05:14:07.099799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:14:07.101365] [DEBUG] [MAG       ] CRC: Last date is validated at 2025-11-14
[2025-11-16T05:14:07.102470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:14:07.103734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:14:07.104619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:07.106751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:07.107308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:14:07.108528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:14:07.110872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:07.186317] [DEBUG] [MAG       ] L: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:07.198574] [DEBUG] [MAG       ] NRDY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:07.268339] [INFO ] [LOCAL     ] NRDY: Saved forecast.
[2025-11-16T05:14:07.268596] [INFO ] [main      ] NRDY: Signal=1 (Conf=80.0%), Magnitude=-0.28% (Conf=44.8398%)
[2025-11-16T05:14:07.269048] [INFO ] [main      ] Fetching symbol history for FINS...
[2025-11-16T05:14:07.269169] [DEBUG] [REMOTE    ] FINS: Fetching historical data.
[2025-11-16T05:14:07.269078] [INFO ] [main      ] Progress: 415/472 forecasts completed (87.9%). NRDY finished in 0.7s. ETA: 10.2s. Rate: 336.40 forecasts/min
[2025-11-16T05:14:07.280046] [DEBUG] [MAG       ] CRC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:07.285886] [DEBUG] [REMOTE    ] FINS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:07.286670] [DEBUG] [LOCAL     ] Loaded configuration for FINS: 4 features, N/A% accuracy
[2025-11-16T05:14:07.286747] [INFO ] [LOCAL     ] FINS: Loaded 4 optimal features with 44.43% confidence from JSON config
[2025-11-16T05:14:07.286799] [DEBUG] [MAG       ] Building data for symbol: FINS with lookback: 0
[2025-11-16T05:14:07.287825] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:14:07.287917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:07.293379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:07.295105] [INFO ] [LOCAL     ] L: Saved forecast.
[2025-11-16T05:14:07.295357] [INFO ] [main      ] L: Signal=1 (Conf=80.0%), Magnitude=-0.32% (Conf=67.1894%)
[2025-11-16T05:14:07.295515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:07.295897] [INFO ] [main      ] Fetching symbol history for MSD...
[2025-11-16T05:14:07.296024] [DEBUG] [REMOTE    ] MSD: Fetching historical data.
[2025-11-16T05:14:07.296150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:07.296730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:07.297230] [INFO ] [main      ] Progress: 416/472 forecasts completed (88.1%). L finished in 0.7s. ETA: 10.0s. Rate: 337.09 forecasts/min
[2025-11-16T05:14:07.308837] [DEBUG] [REMOTE    ] MSD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:07.309432] [DEBUG] [LOCAL     ] Loaded configuration for MSD: 6 features, N/A% accuracy
[2025-11-16T05:14:07.309487] [INFO ] [LOCAL     ] MSD: Loaded 6 optimal features with 46.31% confidence from JSON config
[2025-11-16T05:14:07.309524] [DEBUG] [MAG       ] Building data for symbol: MSD with lookback: 0
[2025-11-16T05:14:07.310428] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:07.310509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:14:07.311671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:14:07.316322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:07.318233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:07.318999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:14:07.320638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:14:07.322805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:07.401882] [INFO ] [LOCAL     ] CRC: Saved forecast.
[2025-11-16T05:14:07.402029] [INFO ] [main      ] CRC: Signal=1 (Conf=80.0%), Magnitude=-0.38% (Conf=52.3561%)
[2025-11-16T05:14:07.402252] [INFO ] [main      ] Fetching symbol history for UNH...
[2025-11-16T05:14:07.402307] [DEBUG] [REMOTE    ] UNH: Fetching historical data.
[2025-11-16T05:14:07.402944] [INFO ] [main      ] Progress: 417/472 forecasts completed (88.3%). CRC finished in 0.8s. ETA: 9.8s. Rate: 337.41 forecasts/min
[2025-11-16T05:14:07.417077] [DEBUG] [REMOTE    ] UNH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:07.417759] [DEBUG] [LOCAL     ] Loaded configuration for UNH: 1 features, N/A% accuracy
[2025-11-16T05:14:07.417968] [INFO ] [LOCAL     ] UNH: Loaded 1 optimal features with 53.45% confidence from JSON config
[2025-11-16T05:14:07.418081] [DEBUG] [MAG       ] Building data for symbol: UNH with lookback: 0
[2025-11-16T05:14:07.419245] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:14:07.419606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:07.453502] [DEBUG] [MAG       ] NAZ: Last date is validated at 2025-11-14
[2025-11-16T05:14:07.466145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:07.623624] [DEBUG] [MAG       ] NAZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:07.660843] [DEBUG] [MAG       ] FINS: Last date is validated at 2025-11-14
[2025-11-16T05:14:07.679939] [DEBUG] [MAG       ] MSD: Last date is validated at 2025-11-14
[2025-11-16T05:14:07.697519] [INFO ] [LOCAL     ] NAZ: Saved forecast.
[2025-11-16T05:14:07.697807] [INFO ] [main      ] NAZ: Signal=1 (Conf=80.0%), Magnitude=0.07% (Conf=46.2429%)
[2025-11-16T05:14:07.698234] [INFO ] [main      ] Fetching symbol history for TGT...
[2025-11-16T05:14:07.698371] [DEBUG] [REMOTE    ] TGT: Fetching historical data.
[2025-11-16T05:14:07.698407] [INFO ] [main      ] Progress: 418/472 forecasts completed (88.6%). NAZ finished in 0.9s. ETA: 9.6s. Rate: 336.88 forecasts/min
[2025-11-16T05:14:07.711789] [DEBUG] [REMOTE    ] TGT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:07.712753] [DEBUG] [LOCAL     ] Loaded configuration for TGT: 3 features, N/A% accuracy
[2025-11-16T05:14:07.712876] [INFO ] [LOCAL     ] TGT: Loaded 3 optimal features with 48.97% confidence from JSON config
[2025-11-16T05:14:07.712970] [DEBUG] [MAG       ] Building data for symbol: TGT with lookback: 0
[2025-11-16T05:14:07.713872] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:07.713996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:07.716463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:14:07.717441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:14:07.719572] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:07.823598] [DEBUG] [MAG       ] UNH: Last date is validated at 2025-11-14
[2025-11-16T05:14:07.836601] [DEBUG] [MAG       ] FINS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:07.854793] [DEBUG] [MAG       ] MSD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:07.905204] [INFO ] [LOCAL     ] FINS: Saved forecast.
[2025-11-16T05:14:07.905339] [INFO ] [main      ] FINS: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=44.4293%)
[2025-11-16T05:14:07.905769] [INFO ] [main      ] Fetching symbol history for EMR...
[2025-11-16T05:14:07.906171] [DEBUG] [REMOTE    ] EMR: Fetching historical data.
[2025-11-16T05:14:07.906199] [INFO ] [main      ] Progress: 419/472 forecasts completed (88.8%). FINS finished in 0.6s. ETA: 9.4s. Rate: 336.75 forecasts/min
[2025-11-16T05:14:07.920194] [INFO ] [LOCAL     ] MSD: Saved forecast.
[2025-11-16T05:14:07.920383] [INFO ] [main      ] MSD: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=46.3095%)
[2025-11-16T05:14:07.920625] [INFO ] [main      ] Fetching symbol history for TYL...
[2025-11-16T05:14:07.920904] [DEBUG] [REMOTE    ] TYL: Fetching historical data.
[2025-11-16T05:14:07.921719] [INFO ] [main      ] Progress: 420/472 forecasts completed (89.0%). MSD finished in 0.6s. ETA: 9.2s. Rate: 337.48 forecasts/min
[2025-11-16T05:14:07.922184] [DEBUG] [REMOTE    ] EMR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:07.923281] [DEBUG] [LOCAL     ] Loaded configuration for EMR: 5 features, N/A% accuracy
[2025-11-16T05:14:07.923410] [INFO ] [LOCAL     ] EMR: Loaded 5 optimal features with 63.97% confidence from JSON config
[2025-11-16T05:14:07.923509] [DEBUG] [MAG       ] Building data for symbol: EMR with lookback: 0
[2025-11-16T05:14:07.924492] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:07.924633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:07.926494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:07.927202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:14:07.929462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:14:07.930619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:14:07.933474] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:07.934099] [DEBUG] [REMOTE    ] TYL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:07.934624] [DEBUG] [LOCAL     ] Loaded configuration for TYL: 2 features, N/A% accuracy
[2025-11-16T05:14:07.934713] [INFO ] [LOCAL     ] TYL: Loaded 2 optimal features with 49.76% confidence from JSON config
[2025-11-16T05:14:07.934751] [DEBUG] [MAG       ] Building data for symbol: TYL with lookback: 0
[2025-11-16T05:14:07.935547] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:14:07.935622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:07.980005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:14:07.981054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:08.009662] [DEBUG] [MAG       ] UNH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:08.062818] [DEBUG] [MAG       ] TGT: Last date is validated at 2025-11-14
[2025-11-16T05:14:08.233775] [DEBUG] [MAG       ] TGT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:08.237555] [INFO ] [LOCAL     ] UNH: Saved forecast.
[2025-11-16T05:14:08.237909] [INFO ] [main      ] UNH: Signal=1 (Conf=80.0%), Magnitude=-4.58% (Conf=53.4519%)
[2025-11-16T05:14:08.238438] [INFO ] [main      ] Fetching symbol history for RM...
[2025-11-16T05:14:08.238575] [DEBUG] [REMOTE    ] RM: Fetching historical data.
[2025-11-16T05:14:08.238761] [INFO ] [main      ] Progress: 421/472 forecasts completed (89.2%). UNH finished in 0.8s. ETA: 9.1s. Rate: 336.85 forecasts/min
[2025-11-16T05:14:08.252618] [DEBUG] [REMOTE    ] RM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:08.253369] [DEBUG] [LOCAL     ] Loaded configuration for RM: 7 features, N/A% accuracy
[2025-11-16T05:14:08.253499] [INFO ] [LOCAL     ] RM: Loaded 7 optimal features with 51.80% confidence from JSON config
[2025-11-16T05:14:08.253606] [DEBUG] [MAG       ] Building data for symbol: RM with lookback: 0
[2025-11-16T05:14:08.254613] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:14:08.254775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:08.260009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:08.262083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:08.262721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:08.263282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:08.263809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:14:08.288615] [DEBUG] [MAG       ] EMR: Last date is validated at 2025-11-14
[2025-11-16T05:14:08.324998] [DEBUG] [MAG       ] TYL: Last date is validated at 2025-11-14
[2025-11-16T05:14:08.355410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:14:08.356680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:08.405930] [INFO ] [LOCAL     ] TGT: Saved forecast.
[2025-11-16T05:14:08.406036] [INFO ] [main      ] TGT: Signal=1 (Conf=80.0%), Magnitude=-2.25% (Conf=48.9683%)
[2025-11-16T05:14:08.406210] [INFO ] [main      ] Fetching symbol history for HAE...
[2025-11-16T05:14:08.406272] [DEBUG] [REMOTE    ] HAE: Fetching historical data.
[2025-11-16T05:14:08.407229] [INFO ] [main      ] Progress: 422/472 forecasts completed (89.4%). TGT finished in 0.7s. ETA: 8.9s. Rate: 336.90 forecasts/min
[2025-11-16T05:14:08.419256] [DEBUG] [REMOTE    ] HAE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:08.420038] [DEBUG] [LOCAL     ] Loaded configuration for HAE: 3 features, N/A% accuracy
[2025-11-16T05:14:08.420161] [INFO ] [LOCAL     ] HAE: Loaded 3 optimal features with 42.39% confidence from JSON config
[2025-11-16T05:14:08.420259] [DEBUG] [MAG       ] Building data for symbol: HAE with lookback: 0
[2025-11-16T05:14:08.421157] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:08.421302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:08.423158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:08.423764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:08.424245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:08.466192] [DEBUG] [MAG       ] EMR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:08.493505] [DEBUG] [MAG       ] TYL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:08.618145] [INFO ] [LOCAL     ] EMR: Saved forecast.
[2025-11-16T05:14:08.618566] [INFO ] [main      ] EMR: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=63.9663%)
[2025-11-16T05:14:08.618880] [INFO ] [main      ] Fetching symbol history for THW...
[2025-11-16T05:14:08.619002] [DEBUG] [REMOTE    ] THW: Fetching historical data.
[2025-11-16T05:14:08.620382] [INFO ] [main      ] Progress: 423/472 forecasts completed (89.6%). EMR finished in 0.7s. ETA: 8.7s. Rate: 336.74 forecasts/min
[2025-11-16T05:14:08.636296] [DEBUG] [REMOTE    ] THW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:08.637199] [DEBUG] [LOCAL     ] Loaded configuration for THW: 5 features, N/A% accuracy
[2025-11-16T05:14:08.637324] [INFO ] [LOCAL     ] THW: Loaded 5 optimal features with 44.72% confidence from JSON config
[2025-11-16T05:14:08.637425] [DEBUG] [MAG       ] Building data for symbol: THW with lookback: 0
[2025-11-16T05:14:08.638423] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:08.638565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:08.640406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:08.641072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:08.641554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:14:08.643025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:14:08.643740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:08.655432] [INFO ] [LOCAL     ] TYL: Saved forecast.
[2025-11-16T05:14:08.655845] [INFO ] [main      ] TYL: Signal=1 (Conf=80.0%), Magnitude=2.19% (Conf=49.7618%)
[2025-11-16T05:14:08.656312] [INFO ] [main      ] Fetching symbol history for USB...
[2025-11-16T05:14:08.656439] [DEBUG] [REMOTE    ] USB: Fetching historical data.
[2025-11-16T05:14:08.656732] [INFO ] [main      ] Progress: 424/472 forecasts completed (89.8%). TYL finished in 0.7s. ETA: 8.5s. Rate: 337.37 forecasts/min
[2025-11-16T05:14:08.669266] [DEBUG] [REMOTE    ] USB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:08.670219] [DEBUG] [LOCAL     ] Loaded configuration for USB: 2 features, N/A% accuracy
[2025-11-16T05:14:08.670376] [INFO ] [LOCAL     ] USB: Loaded 2 optimal features with 52.17% confidence from JSON config
[2025-11-16T05:14:08.670485] [DEBUG] [MAG       ] Building data for symbol: USB with lookback: 0
[2025-11-16T05:14:08.671395] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:14:08.671543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:08.672410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:14:08.676447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:08.713397] [DEBUG] [MAG       ] RM: Last date is validated at 2025-11-14
[2025-11-16T05:14:08.772863] [DEBUG] [MAG       ] HAE: Last date is validated at 2025-11-14
[2025-11-16T05:14:08.888671] [DEBUG] [MAG       ] RM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:08.944926] [DEBUG] [MAG       ] HAE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:08.993910] [DEBUG] [MAG       ] THW: Last date is validated at 2025-11-14
[2025-11-16T05:14:08.997572] [INFO ] [LOCAL     ] RM: Saved forecast.
[2025-11-16T05:14:08.997749] [INFO ] [main      ] RM: Signal=1 (Conf=80.0%), Magnitude=-2.89% (Conf=51.7986%)
[2025-11-16T05:14:08.998560] [INFO ] [main      ] Fetching symbol history for AYI...
[2025-11-16T05:14:08.998709] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2025-11-16T05:14:08.998754] [INFO ] [main      ] Progress: 425/472 forecasts completed (90.0%). RM finished in 0.8s. ETA: 8.4s. Rate: 336.64 forecasts/min
[2025-11-16T05:14:09.013626] [DEBUG] [REMOTE    ] AYI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:09.014664] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2025-11-16T05:14:09.014747] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2025-11-16T05:14:09.014797] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2025-11-16T05:14:09.015825] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:09.015912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:09.018624] [DEBUG] [MAG       ] USB: Last date is validated at 2025-11-14
[2025-11-16T05:14:09.021401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:09.023453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:09.024086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:09.025088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:14:09.025841] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:09.082979] [INFO ] [LOCAL     ] HAE: Saved forecast.
[2025-11-16T05:14:09.083088] [INFO ] [main      ] HAE: Signal=1 (Conf=80.0%), Magnitude=8.07% (Conf=42.3913%)
[2025-11-16T05:14:09.083274] [INFO ] [main      ] Fetching symbol history for EFXT...
[2025-11-16T05:14:09.083326] [DEBUG] [REMOTE    ] EFXT: Fetching historical data.
[2025-11-16T05:14:09.084770] [INFO ] [main      ] Progress: 426/472 forecasts completed (90.3%). HAE finished in 0.7s. ETA: 8.2s. Rate: 337.05 forecasts/min
[2025-11-16T05:14:09.099103] [DEBUG] [REMOTE    ] EFXT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:09.100156] [DEBUG] [LOCAL     ] Loaded configuration for EFXT: 7 features, N/A% accuracy
[2025-11-16T05:14:09.100224] [INFO ] [LOCAL     ] EFXT: Loaded 7 optimal features with 48.22% confidence from JSON config
[2025-11-16T05:14:09.100264] [DEBUG] [MAG       ] Building data for symbol: EFXT with lookback: 0
[2025-11-16T05:14:09.101275] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:14:09.101357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:09.103209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:09.103818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:09.104243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:09.105216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:14:09.108089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:14:09.109247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:14:09.110764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:09.167491] [DEBUG] [MAG       ] THW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:09.189709] [DEBUG] [MAG       ] USB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:09.233914] [INFO ] [LOCAL     ] THW: Saved forecast.
[2025-11-16T05:14:09.234020] [INFO ] [main      ] THW: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=44.7169%)
[2025-11-16T05:14:09.234244] [INFO ] [main      ] Fetching symbol history for MTG...
[2025-11-16T05:14:09.234514] [DEBUG] [REMOTE    ] MTG: Fetching historical data.
[2025-11-16T05:14:09.235624] [INFO ] [main      ] Progress: 427/472 forecasts completed (90.5%). THW finished in 0.6s. ETA: 8.0s. Rate: 337.17 forecasts/min
[2025-11-16T05:14:09.249632] [DEBUG] [REMOTE    ] MTG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:09.250377] [DEBUG] [LOCAL     ] Loaded configuration for MTG: 7 features, N/A% accuracy
[2025-11-16T05:14:09.250721] [INFO ] [LOCAL     ] MTG: Loaded 7 optimal features with 50.83% confidence from JSON config
[2025-11-16T05:14:09.250786] [DEBUG] [MAG       ] Building data for symbol: MTG with lookback: 0
[2025-11-16T05:14:09.251686] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:14:09.251777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:09.257145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:09.259218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:09.259811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:09.262620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:14:09.263974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:14:09.266160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:14:09.267326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:09.287486] [INFO ] [LOCAL     ] USB: Saved forecast.
[2025-11-16T05:14:09.287745] [INFO ] [main      ] USB: Signal=1 (Conf=80.0%), Magnitude=-0.69% (Conf=52.1738%)
[2025-11-16T05:14:09.288248] [INFO ] [main      ] Fetching symbol history for CVNA...
[2025-11-16T05:14:09.288374] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2025-11-16T05:14:09.288758] [INFO ] [main      ] Progress: 428/472 forecasts completed (90.7%). USB finished in 0.6s. ETA: 7.8s. Rate: 337.73 forecasts/min
[2025-11-16T05:14:09.300743] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:09.301462] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2025-11-16T05:14:09.301588] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2025-11-16T05:14:09.301709] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2025-11-16T05:14:09.302568] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:09.302725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:09.307661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:09.308740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:14:09.310120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:09.367789] [DEBUG] [MAG       ] AYI: Last date is validated at 2025-11-14
[2025-11-16T05:14:09.454360] [DEBUG] [MAG       ] EFXT: Last date is validated at 2025-11-14
[2025-11-16T05:14:09.535199] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:09.608278] [DEBUG] [MAG       ] MTG: Last date is validated at 2025-11-14
[2025-11-16T05:14:09.630499] [DEBUG] [MAG       ] EFXT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:09.652386] [DEBUG] [MAG       ] CVNA: Last date is validated at 2025-11-14
[2025-11-16T05:14:09.701628] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2025-11-16T05:14:09.701931] [INFO ] [main      ] AYI: Signal=1 (Conf=80.0%), Magnitude=-0.58% (Conf=55.26%)
[2025-11-16T05:14:09.702165] [INFO ] [main      ] Fetching symbol history for BLND...
[2025-11-16T05:14:09.702513] [DEBUG] [REMOTE    ] BLND: Fetching historical data.
[2025-11-16T05:14:09.702780] [INFO ] [main      ] Progress: 429/472 forecasts completed (90.9%). AYI finished in 0.7s. ETA: 7.7s. Rate: 336.68 forecasts/min
[2025-11-16T05:14:09.709054] [INFO ] [LOCAL     ] EFXT: Saved forecast.
[2025-11-16T05:14:09.709355] [INFO ] [main      ] EFXT: Signal=1 (Conf=80.0%), Magnitude=2.95% (Conf=48.2234%)
[2025-11-16T05:14:09.709636] [INFO ] [main      ] Fetching symbol history for WF...
[2025-11-16T05:14:09.709780] [DEBUG] [REMOTE    ] WF: Fetching historical data.
[2025-11-16T05:14:09.711705] [INFO ] [main      ] Progress: 430/472 forecasts completed (91.1%). EFXT finished in 0.6s. ETA: 7.5s. Rate: 337.43 forecasts/min
[2025-11-16T05:14:09.716027] [DEBUG] [REMOTE    ] BLND: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:09.716952] [DEBUG] [LOCAL     ] Loaded configuration for BLND: 4 features, N/A% accuracy
[2025-11-16T05:14:09.717073] [INFO ] [LOCAL     ] BLND: Loaded 4 optimal features with 64.33% confidence from JSON config
[2025-11-16T05:14:09.717171] [DEBUG] [MAG       ] Building data for symbol: BLND with lookback: 0
[2025-11-16T05:14:09.718034] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:14:09.718165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:09.723150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:14:09.723934] [DEBUG] [REMOTE    ] WF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:09.724571] [DEBUG] [LOCAL     ] Loaded configuration for WF: 8 features, N/A% accuracy
[2025-11-16T05:14:09.724629] [INFO ] [LOCAL     ] WF: Loaded 8 optimal features with 61.68% confidence from JSON config
[2025-11-16T05:14:09.724741] [DEBUG] [MAG       ] Building data for symbol: WF with lookback: 0
[2025-11-16T05:14:09.725721] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:14:09.725817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:09.727708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:09.728292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:09.728936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:09.731496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:14:09.732281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:14:09.733455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:14:09.734217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:14:09.734967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:09.779635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:14:09.780392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:14:09.782074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:09.785467] [DEBUG] [MAG       ] MTG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:09.883156] [INFO ] [LOCAL     ] MTG: Saved forecast.
[2025-11-16T05:14:09.883283] [INFO ] [main      ] MTG: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=50.8259%)
[2025-11-16T05:14:09.883500] [INFO ] [main      ] Fetching symbol history for CRK...
[2025-11-16T05:14:09.883553] [DEBUG] [REMOTE    ] CRK: Fetching historical data.
[2025-11-16T05:14:09.884879] [INFO ] [main      ] Progress: 431/472 forecasts completed (91.3%). MTG finished in 0.6s. ETA: 7.3s. Rate: 337.45 forecasts/min
[2025-11-16T05:14:09.886061] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:09.898989] [DEBUG] [REMOTE    ] CRK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:09.899764] [DEBUG] [LOCAL     ] Loaded configuration for CRK: 6 features, N/A% accuracy
[2025-11-16T05:14:09.899832] [INFO ] [LOCAL     ] CRK: Loaded 6 optimal features with 62.45% confidence from JSON config
[2025-11-16T05:14:09.899880] [DEBUG] [MAG       ] Building data for symbol: CRK with lookback: 0
[2025-11-16T05:14:09.900791] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:09.900874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:14:09.902759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:09.949703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:14:09.953318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:14:09.954541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:14:09.955254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:14:09.957442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:10.052522] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2025-11-16T05:14:10.052829] [INFO ] [main      ] CVNA: Signal=1 (Conf=80.0%), Magnitude=6.31% (Conf=54.7966%)
[2025-11-16T05:14:10.053262] [INFO ] [main      ] Fetching symbol history for QGEN...
[2025-11-16T05:14:10.053386] [DEBUG] [REMOTE    ] QGEN: Fetching historical data.
[2025-11-16T05:14:10.053777] [INFO ] [main      ] Progress: 432/472 forecasts completed (91.5%). CVNA finished in 0.8s. ETA: 7.1s. Rate: 337.49 forecasts/min
[2025-11-16T05:14:10.066666] [DEBUG] [REMOTE    ] QGEN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:10.067406] [DEBUG] [LOCAL     ] Loaded configuration for QGEN: 7 features, N/A% accuracy
[2025-11-16T05:14:10.067581] [INFO ] [LOCAL     ] QGEN: Loaded 7 optimal features with 53.32% confidence from JSON config
[2025-11-16T05:14:10.067723] [DEBUG] [MAG       ] Building data for symbol: QGEN with lookback: 0
[2025-11-16T05:14:10.068586] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:14:10.068765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:10.070548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:10.071171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:10.071678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:14:10.073768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:10.074340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:14:10.075509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:14:10.077632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:10.095470] [DEBUG] [MAG       ] WF: Last date is validated at 2025-11-14
[2025-11-16T05:14:10.125695] [DEBUG] [MAG       ] BLND: Last date is validated at 2025-11-14
[2025-11-16T05:14:10.271577] [DEBUG] [MAG       ] WF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:10.308798] [DEBUG] [MAG       ] BLND: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:10.309212] [DEBUG] [MAG       ] CRK: Last date is validated at 2025-11-14
[2025-11-16T05:14:10.375254] [INFO ] [LOCAL     ] WF: Saved forecast.
[2025-11-16T05:14:10.375618] [INFO ] [main      ] WF: Signal=1 (Conf=80.0%), Magnitude=2.55% (Conf=61.6801%)
[2025-11-16T05:14:10.375913] [INFO ] [main      ] Fetching symbol history for PRA...
[2025-11-16T05:14:10.376031] [DEBUG] [REMOTE    ] PRA: Fetching historical data.
[2025-11-16T05:14:10.377142] [INFO ] [main      ] Progress: 433/472 forecasts completed (91.7%). WF finished in 0.7s. ETA: 6.9s. Rate: 336.85 forecasts/min
[2025-11-16T05:14:10.382439] [INFO ] [LOCAL     ] BLND: Saved forecast.
[2025-11-16T05:14:10.382738] [INFO ] [main      ] BLND: Signal=1 (Conf=80.0%), Magnitude=-1.79% (Conf=64.3254%)
[2025-11-16T05:14:10.383298] [INFO ] [main      ] Progress: 434/472 forecasts completed (91.9%). BLND finished in 0.7s. ETA: 6.8s. Rate: 337.60 forecasts/min
[2025-11-16T05:14:10.383458] [INFO ] [main      ] Fetching symbol history for PWR...
[2025-11-16T05:14:10.383680] [DEBUG] [REMOTE    ] PWR: Fetching historical data.
[2025-11-16T05:14:10.393983] [DEBUG] [REMOTE    ] PRA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:10.394892] [DEBUG] [LOCAL     ] Loaded configuration for PRA: 5 features, N/A% accuracy
[2025-11-16T05:14:10.394965] [INFO ] [LOCAL     ] PRA: Loaded 5 optimal features with 35.58% confidence from JSON config
[2025-11-16T05:14:10.395080] [DEBUG] [MAG       ] Building data for symbol: PRA with lookback: 0
[2025-11-16T05:14:10.396302] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:10.396395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:10.398270] [DEBUG] [REMOTE    ] PWR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:10.399091] [DEBUG] [LOCAL     ] Loaded configuration for PWR: 1 features, N/A% accuracy
[2025-11-16T05:14:10.399199] [INFO ] [LOCAL     ] PWR: Loaded 1 optimal features with 62.34% confidence from JSON config
[2025-11-16T05:14:10.399259] [DEBUG] [MAG       ] Building data for symbol: PWR with lookback: 0
[2025-11-16T05:14:10.400127] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:14:10.400220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:10.402584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:10.405074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:10.405461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:10.405907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:10.406414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:14:10.407323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:10.425914] [DEBUG] [MAG       ] QGEN: Last date is validated at 2025-11-14
[2025-11-16T05:14:10.481364] [DEBUG] [MAG       ] CRK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:10.588950] [INFO ] [LOCAL     ] CRK: Saved forecast.
[2025-11-16T05:14:10.589082] [INFO ] [main      ] CRK: Signal=1 (Conf=80.0%), Magnitude=3.11% (Conf=62.4487%)
[2025-11-16T05:14:10.589577] [INFO ] [main      ] Fetching symbol history for AKR...
[2025-11-16T05:14:10.589666] [DEBUG] [REMOTE    ] AKR: Fetching historical data.
[2025-11-16T05:14:10.589755] [INFO ] [main      ] Progress: 435/472 forecasts completed (92.2%). CRK finished in 0.7s. ETA: 6.6s. Rate: 337.48 forecasts/min
[2025-11-16T05:14:10.604934] [DEBUG] [REMOTE    ] AKR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:10.606017] [DEBUG] [LOCAL     ] Loaded configuration for AKR: 2 features, N/A% accuracy
[2025-11-16T05:14:10.606141] [INFO ] [LOCAL     ] AKR: Loaded 2 optimal features with 65.21% confidence from JSON config
[2025-11-16T05:14:10.606238] [DEBUG] [MAG       ] Building data for symbol: AKR with lookback: 0
[2025-11-16T05:14:10.607199] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:14:10.607333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:10.608351] [DEBUG] [MAG       ] QGEN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:10.612422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:14:10.700538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:10.724704] [INFO ] [LOCAL     ] QGEN: Saved forecast.
[2025-11-16T05:14:10.725004] [INFO ] [main      ] QGEN: Signal=1 (Conf=80.0%), Magnitude=-0.28% (Conf=53.3178%)
[2025-11-16T05:14:10.725297] [INFO ] [main      ] Fetching symbol history for BKSY...
[2025-11-16T05:14:10.725715] [DEBUG] [REMOTE    ] BKSY: Fetching historical data.
[2025-11-16T05:14:10.725755] [INFO ] [main      ] Progress: 436/472 forecasts completed (92.4%). QGEN finished in 0.7s. ETA: 6.4s. Rate: 337.66 forecasts/min
[2025-11-16T05:14:10.740530] [DEBUG] [REMOTE    ] BKSY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:10.741426] [DEBUG] [LOCAL     ] Loaded configuration for BKSY: 6 features, N/A% accuracy
[2025-11-16T05:14:10.741561] [INFO ] [LOCAL     ] BKSY: Loaded 6 optimal features with 66.01% confidence from JSON config
[2025-11-16T05:14:10.741684] [DEBUG] [MAG       ] Building data for symbol: BKSY with lookback: 0
[2025-11-16T05:14:10.742974] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:10.743139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:10.748546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:10.750861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:10.751562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:14:10.759122] [DEBUG] [MAG       ] PWR: Last date is validated at 2025-11-14
[2025-11-16T05:14:10.767808] [DEBUG] [MAG       ] PRA: Last date is validated at 2025-11-14
[2025-11-16T05:14:10.811622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:14:10.813030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:14:10.814732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:10.928910] [DEBUG] [MAG       ] PWR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:10.941945] [DEBUG] [MAG       ] PRA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:11.037571] [INFO ] [LOCAL     ] PRA: Saved forecast.
[2025-11-16T05:14:11.037908] [INFO ] [main      ] PRA: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=35.5821%)
[2025-11-16T05:14:11.038215] [INFO ] [main      ] Fetching symbol history for NUV...
[2025-11-16T05:14:11.038340] [DEBUG] [REMOTE    ] NUV: Fetching historical data.
[2025-11-16T05:14:11.039117] [INFO ] [main      ] Progress: 437/472 forecasts completed (92.6%). PRA finished in 0.7s. ETA: 6.2s. Rate: 337.07 forecasts/min
[2025-11-16T05:14:11.048782] [DEBUG] [MAG       ] AKR: Last date is validated at 2025-11-14
[2025-11-16T05:14:11.053525] [DEBUG] [REMOTE    ] NUV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:11.054618] [DEBUG] [LOCAL     ] Loaded configuration for NUV: 22 features, N/A% accuracy
[2025-11-16T05:14:11.054868] [INFO ] [LOCAL     ] NUV: Loaded 22 optimal features with 21.07% confidence from JSON config
[2025-11-16T05:14:11.054987] [DEBUG] [MAG       ] Building data for symbol: NUV with lookback: 0
[2025-11-16T05:14:11.056080] [DEBUG] [FEATURES  ] DataBuilder: Executing 22 feature methods.
[2025-11-16T05:14:11.056235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:11.061520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:11.063600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:11.064222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:11.064791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:11.065312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:11.066194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:11.067268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:11.069920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:14:11.093465] [INFO ] [LOCAL     ] PWR: Saved forecast.
[2025-11-16T05:14:11.093772] [INFO ] [main      ] PWR: Signal=1 (Conf=80.0%), Magnitude=-1.70% (Conf=62.3431%)
[2025-11-16T05:14:11.094189] [INFO ] [main      ] Progress: 438/472 forecasts completed (92.8%). PWR finished in 0.7s. ETA: 6.0s. Rate: 337.60 forecasts/min
[2025-11-16T05:14:11.094312] [INFO ] [main      ] Fetching symbol history for RVLV...
[2025-11-16T05:14:11.094486] [DEBUG] [REMOTE    ] RVLV: Fetching historical data.
[2025-11-16T05:14:11.107279] [DEBUG] [REMOTE    ] RVLV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:11.108079] [DEBUG] [LOCAL     ] Loaded configuration for RVLV: 3 features, N/A% accuracy
[2025-11-16T05:14:11.108148] [INFO ] [LOCAL     ] RVLV: Loaded 3 optimal features with 48.93% confidence from JSON config
[2025-11-16T05:14:11.108251] [DEBUG] [MAG       ] Building data for symbol: RVLV with lookback: 0
[2025-11-16T05:14:11.109147] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:11.109231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:11.114128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:11.116689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:11.160201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:11.168670] [DEBUG] [MAG       ] BKSY: Last date is validated at 2025-11-14
[2025-11-16T05:14:11.202720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:14:11.205501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:11.219225] [DEBUG] [MAG       ] AKR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:11.251401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:14:11.253174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:14:11.297100] [INFO ] [LOCAL     ] AKR: Saved forecast.
[2025-11-16T05:14:11.297411] [INFO ] [main      ] AKR: Signal=1 (Conf=80.0%), Magnitude=0.92% (Conf=65.2056%)
[2025-11-16T05:14:11.297694] [INFO ] [main      ] Fetching symbol history for RA...
[2025-11-16T05:14:11.298057] [DEBUG] [REMOTE    ] RA: Fetching historical data.
[2025-11-16T05:14:11.299743] [INFO ] [main      ] Progress: 439/472 forecasts completed (93.0%). AKR finished in 0.7s. ETA: 5.9s. Rate: 337.48 forecasts/min
[2025-11-16T05:14:11.311343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:14:11.312718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:14:11.313180] [DEBUG] [REMOTE    ] RA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:11.314114] [DEBUG] [LOCAL     ] Loaded configuration for RA: 9 features, N/A% accuracy
[2025-11-16T05:14:11.314182] [INFO ] [LOCAL     ] RA: Loaded 9 optimal features with 45.17% confidence from JSON config
[2025-11-16T05:14:11.314220] [DEBUG] [MAG       ] Building data for symbol: RA with lookback: 0
[2025-11-16T05:14:11.314351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:14:11.315187] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:14:11.315276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:11.320324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:11.322275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:11.322846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:11.323323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:11.323771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:14:11.325031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:14:11.327154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:14:11.328687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:14:11.330527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:11.343660] [DEBUG] [MAG       ] BKSY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:11.405950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:14:11.407552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:14:11.409756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:14:11.413025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:14:11.414285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:14:11.415234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:14:11.416671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:11.456837] [INFO ] [LOCAL     ] BKSY: Saved forecast.
[2025-11-16T05:14:11.457136] [INFO ] [main      ] BKSY: Signal=1 (Conf=80.0%), Magnitude=-13.72% (Conf=66.0128%)
[2025-11-16T05:14:11.457423] [INFO ] [main      ] Fetching symbol history for RS...
[2025-11-16T05:14:11.457837] [DEBUG] [REMOTE    ] RS: Fetching historical data.
[2025-11-16T05:14:11.458751] [INFO ] [main      ] Progress: 440/472 forecasts completed (93.2%). BKSY finished in 0.7s. ETA: 5.7s. Rate: 337.56 forecasts/min
[2025-11-16T05:14:11.472812] [DEBUG] [REMOTE    ] RS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:11.473851] [DEBUG] [LOCAL     ] Loaded configuration for RS: 6 features, N/A% accuracy
[2025-11-16T05:14:11.473983] [INFO ] [LOCAL     ] RS: Loaded 6 optimal features with 57.95% confidence from JSON config
[2025-11-16T05:14:11.474090] [DEBUG] [MAG       ] Building data for symbol: RS with lookback: 0
[2025-11-16T05:14:11.475107] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:11.475251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:11.480834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:11.483315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:11.484119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:11.484675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:11.492085] [DEBUG] [MAG       ] RVLV: Last date is validated at 2025-11-14
[2025-11-16T05:14:11.532430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:14:11.594482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:11.660864] [DEBUG] [MAG       ] RVLV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:11.676751] [DEBUG] [MAG       ] RA: Last date is validated at 2025-11-14
[2025-11-16T05:14:11.768051] [INFO ] [LOCAL     ] RVLV: Saved forecast.
[2025-11-16T05:14:11.768323] [INFO ] [main      ] RVLV: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=48.9254%)
[2025-11-16T05:14:11.768560] [INFO ] [main      ] Fetching symbol history for YPF...
[2025-11-16T05:14:11.768686] [DEBUG] [REMOTE    ] YPF: Fetching historical data.
[2025-11-16T05:14:11.769458] [INFO ] [main      ] Progress: 441/472 forecasts completed (93.4%). RVLV finished in 0.7s. ETA: 5.5s. Rate: 336.99 forecasts/min
[2025-11-16T05:14:11.772298] [DEBUG] [MAG       ] NUV: Last date is validated at 2025-11-14
[2025-11-16T05:14:11.782386] [DEBUG] [REMOTE    ] YPF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:11.783304] [DEBUG] [LOCAL     ] Loaded configuration for YPF: 5 features, N/A% accuracy
[2025-11-16T05:14:11.783423] [INFO ] [LOCAL     ] YPF: Loaded 5 optimal features with 54.88% confidence from JSON config
[2025-11-16T05:14:11.783517] [DEBUG] [MAG       ] Building data for symbol: YPF with lookback: 0
[2025-11-16T05:14:11.784387] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:11.784519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:11.786306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:11.786964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:11.787496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:11.788009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:14:11.789230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:11.852947] [DEBUG] [MAG       ] RA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:11.931783] [INFO ] [LOCAL     ] RA: Saved forecast.
[2025-11-16T05:14:11.932066] [INFO ] [main      ] RA: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=45.1684%)
[2025-11-16T05:14:11.932348] [INFO ] [main      ] Fetching symbol history for HHH...
[2025-11-16T05:14:11.932464] [DEBUG] [REMOTE    ] HHH: Fetching historical data.
[2025-11-16T05:14:11.933126] [INFO ] [main      ] Progress: 442/472 forecasts completed (93.6%). RA finished in 0.6s. ETA: 5.3s. Rate: 337.05 forecasts/min
[2025-11-16T05:14:11.942794] [DEBUG] [MAG       ] RS: Last date is validated at 2025-11-14
[2025-11-16T05:14:11.949049] [DEBUG] [REMOTE    ] HHH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:11.949734] [DEBUG] [LOCAL     ] Loaded configuration for HHH: 5 features, N/A% accuracy
[2025-11-16T05:14:11.949800] [INFO ] [LOCAL     ] HHH: Loaded 5 optimal features with 38.06% confidence from JSON config
[2025-11-16T05:14:11.949926] [DEBUG] [MAG       ] Building data for symbol: HHH with lookback: 0
[2025-11-16T05:14:11.950947] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:11.951032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:11.952972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:11.953592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:11.954590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:14:11.955619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:14:11.956452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:11.956405] [DEBUG] [MAG       ] NUV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:12.044986] [INFO ] [LOCAL     ] NUV: Saved forecast.
[2025-11-16T05:14:12.045094] [INFO ] [main      ] NUV: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=21.0697%)
[2025-11-16T05:14:12.045587] [INFO ] [main      ] Fetching symbol history for MGY...
[2025-11-16T05:14:12.045670] [DEBUG] [REMOTE    ] MGY: Fetching historical data.
[2025-11-16T05:14:12.045761] [INFO ] [main      ] Progress: 443/472 forecasts completed (93.9%). NUV finished in 1.0s. ETA: 5.2s. Rate: 337.33 forecasts/min
[2025-11-16T05:14:12.059954] [DEBUG] [REMOTE    ] MGY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:12.060699] [DEBUG] [LOCAL     ] Loaded configuration for MGY: 5 features, N/A% accuracy
[2025-11-16T05:14:12.060757] [INFO ] [LOCAL     ] MGY: Loaded 5 optimal features with 52.96% confidence from JSON config
[2025-11-16T05:14:12.060794] [DEBUG] [MAG       ] Building data for symbol: MGY with lookback: 0
[2025-11-16T05:14:12.061706] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:12.061792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:12.066762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:12.068628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:12.069160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:12.069562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:14:12.118808] [DEBUG] [MAG       ] RS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:12.121227] [DEBUG] [MAG       ] YPF: Last date is validated at 2025-11-14
[2025-11-16T05:14:12.198766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:12.278570] [INFO ] [LOCAL     ] RS: Saved forecast.
[2025-11-16T05:14:12.278900] [INFO ] [main      ] RS: Signal=1 (Conf=80.0%), Magnitude=-1.30% (Conf=57.9522%)
[2025-11-16T05:14:12.279479] [INFO ] [main      ] Fetching symbol history for MPW...
[2025-11-16T05:14:12.279610] [DEBUG] [REMOTE    ] MPW: Fetching historical data.
[2025-11-16T05:14:12.280750] [INFO ] [main      ] Progress: 444/472 forecasts completed (94.1%). RS finished in 0.8s. ETA: 5.0s. Rate: 337.09 forecasts/min
[2025-11-16T05:14:12.287598] [DEBUG] [MAG       ] YPF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:12.298975] [DEBUG] [REMOTE    ] MPW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:12.299910] [DEBUG] [LOCAL     ] Loaded configuration for MPW: 4 features, N/A% accuracy
[2025-11-16T05:14:12.299977] [INFO ] [LOCAL     ] MPW: Loaded 4 optimal features with 54.06% confidence from JSON config
[2025-11-16T05:14:12.300015] [DEBUG] [MAG       ] Building data for symbol: MPW with lookback: 0
[2025-11-16T05:14:12.300960] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:14:12.301041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:12.303043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:12.303700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:12.304134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:14:12.304835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:12.309566] [DEBUG] [MAG       ] HHH: Last date is validated at 2025-11-14
[2025-11-16T05:14:12.392540] [INFO ] [LOCAL     ] YPF: Saved forecast.
[2025-11-16T05:14:12.392664] [INFO ] [main      ] YPF: Signal=1 (Conf=80.0%), Magnitude=6.92% (Conf=54.8804%)
[2025-11-16T05:14:12.392868] [INFO ] [main      ] Fetching symbol history for TEO...
[2025-11-16T05:14:12.392929] [DEBUG] [REMOTE    ] TEO: Fetching historical data.
[2025-11-16T05:14:12.394767] [INFO ] [main      ] Progress: 445/472 forecasts completed (94.3%). YPF finished in 0.6s. ETA: 4.8s. Rate: 337.36 forecasts/min
[2025-11-16T05:14:12.406822] [DEBUG] [REMOTE    ] TEO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:12.407597] [DEBUG] [LOCAL     ] Loaded configuration for TEO: 6 features, N/A% accuracy
[2025-11-16T05:14:12.407735] [INFO ] [LOCAL     ] TEO: Loaded 6 optimal features with 48.28% confidence from JSON config
[2025-11-16T05:14:12.407861] [DEBUG] [MAG       ] Building data for symbol: TEO with lookback: 0
[2025-11-16T05:14:12.408746] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:12.408878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:12.413785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:12.415663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:12.416185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:12.416734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:12.417676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:14:12.418432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:12.493604] [DEBUG] [MAG       ] HHH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:12.555040] [DEBUG] [MAG       ] MGY: Last date is validated at 2025-11-14
[2025-11-16T05:14:12.615395] [INFO ] [LOCAL     ] HHH: Saved forecast.
[2025-11-16T05:14:12.615700] [INFO ] [main      ] HHH: Signal=1 (Conf=80.0%), Magnitude=3.50% (Conf=38.0586%)
[2025-11-16T05:14:12.616226] [INFO ] [main      ] Fetching symbol history for GLP...
[2025-11-16T05:14:12.616346] [DEBUG] [REMOTE    ] GLP: Fetching historical data.
[2025-11-16T05:14:12.616753] [INFO ] [main      ] Progress: 446/472 forecasts completed (94.5%). HHH finished in 0.7s. ETA: 4.6s. Rate: 337.17 forecasts/min
[2025-11-16T05:14:12.631485] [DEBUG] [REMOTE    ] GLP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:12.632584] [DEBUG] [LOCAL     ] Loaded configuration for GLP: 2 features, N/A% accuracy
[2025-11-16T05:14:12.632791] [INFO ] [LOCAL     ] GLP: Loaded 2 optimal features with 51.23% confidence from JSON config
[2025-11-16T05:14:12.632905] [DEBUG] [MAG       ] Building data for symbol: GLP with lookback: 0
[2025-11-16T05:14:12.633941] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:14:12.634080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:12.682317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:14:12.684895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:12.710469] [DEBUG] [MAG       ] MPW: Last date is validated at 2025-11-14
[2025-11-16T05:14:12.727791] [DEBUG] [MAG       ] MGY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:12.752675] [DEBUG] [MAG       ] TEO: Last date is validated at 2025-11-14
[2025-11-16T05:14:12.822878] [INFO ] [LOCAL     ] MGY: Saved forecast.
[2025-11-16T05:14:12.823038] [INFO ] [main      ] MGY: Signal=1 (Conf=80.0%), Magnitude=0.87% (Conf=52.9587%)
[2025-11-16T05:14:12.823596] [INFO ] [main      ] Progress: 447/472 forecasts completed (94.7%). MGY finished in 0.8s. ETA: 4.5s. Rate: 337.05 forecasts/min
[2025-11-16T05:14:12.823900] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-11-16T05:14:12.823983] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-11-16T05:14:12.839750] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:12.840888] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-11-16T05:14:12.840970] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-11-16T05:14:12.841021] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-11-16T05:14:12.842006] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-11-16T05:14:12.842116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:12.847422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:12.849477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:12.850067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:12.850582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:12.851053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:12.851923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:12.852855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:12.855532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:14:12.883983] [DEBUG] [MAG       ] MPW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:12.921154] [DEBUG] [MAG       ] TEO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:12.950352] [INFO ] [LOCAL     ] MPW: Saved forecast.
[2025-11-16T05:14:12.950657] [INFO ] [main      ] MPW: Signal=1 (Conf=80.0%), Magnitude=-1.83% (Conf=54.0583%)
[2025-11-16T05:14:12.950960] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-11-16T05:14:12.951086] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-11-16T05:14:12.952083] [INFO ] [main      ] Progress: 448/472 forecasts completed (94.9%). MPW finished in 0.7s. ETA: 4.3s. Rate: 337.26 forecasts/min
[2025-11-16T05:14:12.966213] [DEBUG] [REMOTE    ] CMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:12.967142] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-11-16T05:14:12.967274] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-11-16T05:14:12.967384] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-11-16T05:14:12.968424] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:12.968573] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:12.974032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:12.976207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:12.976906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:14:12.977705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:14:12.979870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:12.991684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:14:12.994194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:13.004178] [INFO ] [LOCAL     ] TEO: Saved forecast.
[2025-11-16T05:14:13.004483] [INFO ] [main      ] TEO: Signal=1 (Conf=80.0%), Magnitude=0.44% (Conf=48.2847%)
[2025-11-16T05:14:13.004739] [INFO ] [main      ] Fetching symbol history for STXG...
[2025-11-16T05:14:13.004856] [DEBUG] [REMOTE    ] STXG: Fetching historical data.
[2025-11-16T05:14:13.006026] [INFO ] [main      ] Progress: 449/472 forecasts completed (95.1%). TEO finished in 0.6s. ETA: 4.1s. Rate: 337.78 forecasts/min
[2025-11-16T05:14:13.016896] [DEBUG] [REMOTE    ] STXG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:13.017514] [DEBUG] [LOCAL     ] Loaded configuration for STXG: 9 features, N/A% accuracy
[2025-11-16T05:14:13.017567] [INFO ] [LOCAL     ] STXG: Loaded 9 optimal features with 42.66% confidence from JSON config
[2025-11-16T05:14:13.017603] [DEBUG] [MAG       ] Building data for symbol: STXG with lookback: 0
[2025-11-16T05:14:13.018426] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:14:13.018525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:13.023416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:13.025431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:13.026035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:14:13.042094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:14:13.043566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:14:13.050120] [DEBUG] [MAG       ] GLP: Last date is validated at 2025-11-14
[2025-11-16T05:14:13.097478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:14:13.098834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:14:13.100238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:14:13.164162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:14:13.166480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:14:13.167817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:14:13.169713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:14:13.170822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:14:13.171560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:13.195204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:14:13.196407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:14:13.198627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:14:13.202001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:14:13.203228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:14:13.205435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:14:13.206394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:14:13.211191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:14:13.212585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:14:13.214082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:14:13.215840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:14:13.219119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:14:13.219923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:14:13.220799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:13.227581] [DEBUG] [MAG       ] GLP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:13.325998] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-11-14
[2025-11-16T05:14:13.329115] [INFO ] [LOCAL     ] GLP: Saved forecast.
[2025-11-16T05:14:13.329399] [INFO ] [main      ] GLP: Signal=1 (Conf=80.0%), Magnitude=0.52% (Conf=51.2297%)
[2025-11-16T05:14:13.329959] [INFO ] [main      ] Fetching symbol history for NKX...
[2025-11-16T05:14:13.330083] [DEBUG] [REMOTE    ] NKX: Fetching historical data.
[2025-11-16T05:14:13.330136] [INFO ] [main      ] Progress: 450/472 forecasts completed (95.3%). GLP finished in 0.7s. ETA: 3.9s. Rate: 337.17 forecasts/min
[2025-11-16T05:14:13.345279] [DEBUG] [REMOTE    ] NKX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:13.346144] [DEBUG] [LOCAL     ] Loaded configuration for NKX: 6 features, N/A% accuracy
[2025-11-16T05:14:13.346272] [INFO ] [LOCAL     ] NKX: Loaded 6 optimal features with 50.36% confidence from JSON config
[2025-11-16T05:14:13.346373] [DEBUG] [MAG       ] Building data for symbol: NKX with lookback: 0
[2025-11-16T05:14:13.347411] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:13.347551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:13.349485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:13.350176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:14:13.351397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:14:13.353315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:14:13.354591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:14:13.355610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:13.500733] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:13.512407] [DEBUG] [MAG       ] STXG: Last date is validated at 2025-11-14
[2025-11-16T05:14:13.566920] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-11-14
[2025-11-16T05:14:13.672554] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-11-16T05:14:13.672870] [INFO ] [main      ] CMI: Signal=1 (Conf=80.0%), Magnitude=-1.13% (Conf=57.3855%)
[2025-11-16T05:14:13.673377] [INFO ] [main      ] Fetching symbol history for DMO...
[2025-11-16T05:14:13.673725] [INFO ] [main      ] Progress: 451/472 forecasts completed (95.6%). CMI finished in 0.7s. ETA: 3.7s. Rate: 336.47 forecasts/min
[2025-11-16T05:14:13.673584] [DEBUG] [REMOTE    ] DMO: Fetching historical data.
[2025-11-16T05:14:13.687703] [DEBUG] [REMOTE    ] DMO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:13.688573] [DEBUG] [LOCAL     ] Loaded configuration for DMO: 6 features, N/A% accuracy
[2025-11-16T05:14:13.688631] [INFO ] [LOCAL     ] DMO: Loaded 6 optimal features with 35.11% confidence from JSON config
[2025-11-16T05:14:13.688691] [DEBUG] [MAG       ] Building data for symbol: DMO with lookback: 0
[2025-11-16T05:14:13.689005] [DEBUG] [MAG       ] STXG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:13.689624] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:13.689821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:13.691728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:13.692344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:13.692835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:13.693810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:14:13.704264] [DEBUG] [MAG       ] NKX: Last date is validated at 2025-11-14
[2025-11-16T05:14:13.744617] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:13.784875] [INFO ] [LOCAL     ] STXG: Saved forecast.
[2025-11-16T05:14:13.784984] [INFO ] [main      ] STXG: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=42.6567%)
[2025-11-16T05:14:13.785171] [INFO ] [main      ] Fetching symbol history for HPS...
[2025-11-16T05:14:13.785226] [DEBUG] [REMOTE    ] HPS: Fetching historical data.
[2025-11-16T05:14:13.786063] [INFO ] [main      ] Progress: 452/472 forecasts completed (95.8%). STXG finished in 0.8s. ETA: 3.6s. Rate: 336.75 forecasts/min
[2025-11-16T05:14:13.800529] [DEBUG] [REMOTE    ] HPS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:13.801505] [DEBUG] [LOCAL     ] Loaded configuration for HPS: 2 features, N/A% accuracy
[2025-11-16T05:14:13.801577] [INFO ] [LOCAL     ] HPS: Loaded 2 optimal features with 52.40% confidence from JSON config
[2025-11-16T05:14:13.801616] [DEBUG] [MAG       ] Building data for symbol: HPS with lookback: 0
[2025-11-16T05:14:13.802513] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:14:13.802594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:13.808111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:14:13.810011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:13.831250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:14:13.832749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:13.850831] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-11-16T05:14:13.850944] [INFO ] [main      ] BUXX: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-11-16T05:14:13.851404] [INFO ] [main      ] Fetching symbol history for UZD...
[2025-11-16T05:14:13.851473] [DEBUG] [REMOTE    ] UZD: Fetching historical data.
[2025-11-16T05:14:13.852753] [INFO ] [main      ] Progress: 453/472 forecasts completed (96.0%). BUXX finished in 1.0s. ETA: 3.4s. Rate: 337.21 forecasts/min
[2025-11-16T05:14:13.866225] [DEBUG] [REMOTE    ] UZD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:13.867224] [DEBUG] [LOCAL     ] Loaded configuration for UZD: 5 features, N/A% accuracy
[2025-11-16T05:14:13.867289] [INFO ] [LOCAL     ] UZD: Loaded 5 optimal features with 54.32% confidence from JSON config
[2025-11-16T05:14:13.867327] [DEBUG] [MAG       ] Building data for symbol: UZD with lookback: 0
[2025-11-16T05:14:13.868275] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:13.868354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:14:13.870213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:13.872077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:13.872611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:14:13.873804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:14:13.875885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:13.877951] [DEBUG] [MAG       ] NKX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:13.948450] [INFO ] [LOCAL     ] NKX: Saved forecast.
[2025-11-16T05:14:13.948565] [INFO ] [main      ] NKX: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=50.3635%)
[2025-11-16T05:14:13.948793] [INFO ] [main      ] Fetching symbol history for AR...
[2025-11-16T05:14:13.948874] [DEBUG] [REMOTE    ] AR: Fetching historical data.
[2025-11-16T05:14:13.950843] [INFO ] [main      ] Progress: 454/472 forecasts completed (96.2%). NKX finished in 0.6s. ETA: 3.2s. Rate: 337.55 forecasts/min
[2025-11-16T05:14:13.964892] [DEBUG] [REMOTE    ] AR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:13.965553] [DEBUG] [LOCAL     ] Loaded configuration for AR: 5 features, N/A% accuracy
[2025-11-16T05:14:13.965624] [INFO ] [LOCAL     ] AR: Loaded 5 optimal features with 44.42% confidence from JSON config
[2025-11-16T05:14:13.965695] [DEBUG] [MAG       ] Building data for symbol: AR with lookback: 0
[2025-11-16T05:14:13.966791] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:13.966885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:13.972540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:13.974750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:13.975318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:13.975779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:14:14.033457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:14.163078] [DEBUG] [MAG       ] HPS: Last date is validated at 2025-11-14
[2025-11-16T05:14:14.215462] [DEBUG] [MAG       ] DMO: Last date is validated at 2025-11-14
[2025-11-16T05:14:14.235260] [DEBUG] [MAG       ] UZD: Last date is validated at 2025-11-14
[2025-11-16T05:14:14.345269] [DEBUG] [MAG       ] HPS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:14.383075] [DEBUG] [MAG       ] AR: Last date is validated at 2025-11-14
[2025-11-16T05:14:14.394476] [DEBUG] [MAG       ] DMO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:14.411503] [DEBUG] [MAG       ] UZD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:14.414855] [INFO ] [LOCAL     ] HPS: Saved forecast.
[2025-11-16T05:14:14.415166] [INFO ] [main      ] HPS: Signal=1 (Conf=80.0%), Magnitude=-0.17% (Conf=52.3953%)
[2025-11-16T05:14:14.415416] [INFO ] [main      ] Fetching symbol history for HUBS...
[2025-11-16T05:14:14.415541] [DEBUG] [REMOTE    ] HUBS: Fetching historical data.
[2025-11-16T05:14:14.416673] [INFO ] [main      ] Progress: 455/472 forecasts completed (96.4%). HPS finished in 0.6s. ETA: 3.0s. Rate: 336.35 forecasts/min
[2025-11-16T05:14:14.432290] [DEBUG] [REMOTE    ] HUBS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:14.433058] [DEBUG] [LOCAL     ] Loaded configuration for HUBS: 0 features, N/A% accuracy
[2025-11-16T05:14:14.433182] [INFO ] [LOCAL     ] HUBS: Loaded 0 optimal features with 57.25% confidence from JSON config
[2025-11-16T05:14:14.433283] [DEBUG] [MAG       ] Building data for symbol: HUBS with lookback: 0
[2025-11-16T05:14:14.434330] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:14:14.462954] [INFO ] [LOCAL     ] DMO: Saved forecast.
[2025-11-16T05:14:14.463277] [INFO ] [main      ] DMO: Signal=1 (Conf=80.0%), Magnitude=0.08% (Conf=35.1091%)
[2025-11-16T05:14:14.463796] [INFO ] [main      ] Fetching symbol history for GGZ...
[2025-11-16T05:14:14.463924] [DEBUG] [REMOTE    ] GGZ: Fetching historical data.
[2025-11-16T05:14:14.464790] [INFO ] [main      ] Progress: 456/472 forecasts completed (96.6%). DMO finished in 0.8s. ETA: 2.8s. Rate: 336.89 forecasts/min
[2025-11-16T05:14:14.479517] [DEBUG] [REMOTE    ] GGZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:14.480501] [DEBUG] [LOCAL     ] Loaded configuration for GGZ: 6 features, N/A% accuracy
[2025-11-16T05:14:14.480635] [INFO ] [LOCAL     ] GGZ: Loaded 6 optimal features with 51.86% confidence from JSON config
[2025-11-16T05:14:14.480761] [DEBUG] [MAG       ] Building data for symbol: GGZ with lookback: 0
[2025-11-16T05:14:14.481823] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:14:14.481970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:14.483953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:14.484661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:14.485229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:14.485890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:14.492306] [INFO ] [LOCAL     ] UZD: Saved forecast.
[2025-11-16T05:14:14.492626] [INFO ] [main      ] UZD: Signal=1 (Conf=80.0%), Magnitude=-0.43% (Conf=54.3159%)
[2025-11-16T05:14:14.493227] [INFO ] [main      ] Fetching symbol history for HQL...
[2025-11-16T05:14:14.493364] [DEBUG] [REMOTE    ] HQL: Fetching historical data.
[2025-11-16T05:14:14.494775] [INFO ] [main      ] Progress: 457/472 forecasts completed (96.8%). UZD finished in 0.6s. ETA: 2.7s. Rate: 337.50 forecasts/min
[2025-11-16T05:14:14.508949] [DEBUG] [REMOTE    ] HQL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:14.509768] [DEBUG] [LOCAL     ] Loaded configuration for HQL: 5 features, N/A% accuracy
[2025-11-16T05:14:14.509830] [INFO ] [LOCAL     ] HQL: Loaded 5 optimal features with 56.44% confidence from JSON config
[2025-11-16T05:14:14.509869] [DEBUG] [MAG       ] Building data for symbol: HQL with lookback: 0
[2025-11-16T05:14:14.510850] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:14.510936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:14.516269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:14.540280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:14:14.541998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:14.561766] [DEBUG] [MAG       ] AR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:14.566557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:14:14.567950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:14:14.569634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:14:14.570533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:14.675669] [INFO ] [LOCAL     ] AR: Saved forecast.
[2025-11-16T05:14:14.675786] [INFO ] [main      ] AR: Signal=1 (Conf=80.0%), Magnitude=-5.24% (Conf=44.4178%)
[2025-11-16T05:14:14.676271] [INFO ] [main      ] Fetching symbol history for SYF...
[2025-11-16T05:14:14.676332] [DEBUG] [REMOTE    ] SYF: Fetching historical data.
[2025-11-16T05:14:14.676768] [INFO ] [main      ] Progress: 458/472 forecasts completed (97.0%). AR finished in 0.7s. ETA: 2.5s. Rate: 337.48 forecasts/min
[2025-11-16T05:14:14.693124] [DEBUG] [REMOTE    ] SYF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:14.694094] [DEBUG] [LOCAL     ] Loaded configuration for SYF: 3 features, N/A% accuracy
[2025-11-16T05:14:14.694160] [INFO ] [LOCAL     ] SYF: Loaded 3 optimal features with 65.27% confidence from JSON config
[2025-11-16T05:14:14.694198] [DEBUG] [MAG       ] Building data for symbol: SYF with lookback: 0
[2025-11-16T05:14:14.695145] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:14.695221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:14.696259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:14:14.698979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:14:14.700297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:14.779692] [DEBUG] [MAG       ] HUBS: Last date is validated at 2025-11-14
[2025-11-16T05:14:14.898317] [DEBUG] [MAG       ] GGZ: Last date is validated at 2025-11-14
[2025-11-16T05:14:14.926405] [DEBUG] [MAG       ] HQL: Last date is validated at 2025-11-14
[2025-11-16T05:14:14.944940] [DEBUG] [MAG       ] HUBS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:15.057864] [DEBUG] [MAG       ] SYF: Last date is validated at 2025-11-14
[2025-11-16T05:14:15.071582] [DEBUG] [MAG       ] GGZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:15.102122] [DEBUG] [MAG       ] HQL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:15.139862] [INFO ] [LOCAL     ] GGZ: Saved forecast.
[2025-11-16T05:14:15.140144] [INFO ] [main      ] GGZ: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=51.8627%)
[2025-11-16T05:14:15.140682] [INFO ] [main      ] Fetching symbol history for OWL...
[2025-11-16T05:14:15.140809] [DEBUG] [REMOTE    ] OWL: Fetching historical data.
[2025-11-16T05:14:15.140738] [INFO ] [main      ] Progress: 459/472 forecasts completed (97.2%). GGZ finished in 0.7s. ETA: 2.3s. Rate: 336.31 forecasts/min
[2025-11-16T05:14:15.154787] [DEBUG] [REMOTE    ] OWL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:15.155761] [DEBUG] [LOCAL     ] Loaded configuration for OWL: 1 features, N/A% accuracy
[2025-11-16T05:14:15.155891] [INFO ] [LOCAL     ] OWL: Loaded 1 optimal features with 57.99% confidence from JSON config
[2025-11-16T05:14:15.155995] [DEBUG] [MAG       ] Building data for symbol: OWL with lookback: 0
[2025-11-16T05:14:15.156996] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:14:15.157135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:15.158066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:15.167960] [INFO ] [LOCAL     ] HUBS: Saved forecast.
[2025-11-16T05:14:15.168250] [INFO ] [main      ] HUBS: Signal=1 (Conf=80.0%), Magnitude=0.91% (Conf=57.247%)
[2025-11-16T05:14:15.168528] [INFO ] [main      ] Fetching symbol history for BOX...
[2025-11-16T05:14:15.168672] [DEBUG] [REMOTE    ] BOX: Fetching historical data.
[2025-11-16T05:14:15.169837] [INFO ] [main      ] Progress: 460/472 forecasts completed (97.5%). HUBS finished in 0.8s. ETA: 2.1s. Rate: 336.92 forecasts/min
[2025-11-16T05:14:15.184027] [DEBUG] [REMOTE    ] BOX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:15.185083] [DEBUG] [LOCAL     ] Loaded configuration for BOX: 7 features, N/A% accuracy
[2025-11-16T05:14:15.185263] [INFO ] [LOCAL     ] BOX: Loaded 7 optimal features with 55.62% confidence from JSON config
[2025-11-16T05:14:15.185428] [DEBUG] [MAG       ] Building data for symbol: BOX with lookback: 0
[2025-11-16T05:14:15.187078] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:14:15.187389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:15.187494] [INFO ] [LOCAL     ] HQL: Saved forecast.
[2025-11-16T05:14:15.187802] [INFO ] [main      ] HQL: Signal=1 (Conf=80.0%), Magnitude=-2.01% (Conf=56.4431%)
[2025-11-16T05:14:15.188340] [INFO ] [main      ] Fetching symbol history for XHR...
[2025-11-16T05:14:15.188471] [DEBUG] [REMOTE    ] XHR: Fetching historical data.
[2025-11-16T05:14:15.188782] [INFO ] [main      ] Progress: 461/472 forecasts completed (97.7%). HQL finished in 0.7s. ETA: 2.0s. Rate: 337.57 forecasts/min
[2025-11-16T05:14:15.196342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:15.199770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:15.200875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:15.201555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:14:15.203313] [DEBUG] [REMOTE    ] XHR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:15.204217] [DEBUG] [LOCAL     ] Loaded configuration for XHR: 4 features, N/A% accuracy
[2025-11-16T05:14:15.204285] [INFO ] [LOCAL     ] XHR: Loaded 4 optimal features with 45.09% confidence from JSON config
[2025-11-16T05:14:15.204323] [DEBUG] [MAG       ] Building data for symbol: XHR with lookback: 0
[2025-11-16T05:14:15.205294] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:14:15.205376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:15.209571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:14:15.210863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:15.212370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:14:15.212903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:15.213454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:15.246603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:15.247490] [DEBUG] [MAG       ] SYF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:15.262602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:15.508342] [DEBUG] [MAG       ] OWL: Last date is validated at 2025-11-14
[2025-11-16T05:14:15.514559] [INFO ] [LOCAL     ] SYF: Saved forecast.
[2025-11-16T05:14:15.514888] [INFO ] [main      ] SYF: Signal=1 (Conf=80.0%), Magnitude=-0.33% (Conf=65.269%)
[2025-11-16T05:14:15.515468] [INFO ] [main      ] Fetching symbol history for NMI...
[2025-11-16T05:14:15.515627] [DEBUG] [REMOTE    ] NMI: Fetching historical data.
[2025-11-16T05:14:15.516737] [INFO ] [main      ] Progress: 462/472 forecasts completed (97.9%). SYF finished in 0.8s. ETA: 1.8s. Rate: 336.96 forecasts/min
[2025-11-16T05:14:15.530777] [DEBUG] [REMOTE    ] NMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:15.531679] [DEBUG] [LOCAL     ] Loaded configuration for NMI: 3 features, N/A% accuracy
[2025-11-16T05:14:15.531812] [INFO ] [LOCAL     ] NMI: Loaded 3 optimal features with 42.44% confidence from JSON config
[2025-11-16T05:14:15.531921] [DEBUG] [MAG       ] Building data for symbol: NMI with lookback: 0
[2025-11-16T05:14:15.533002] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:15.533144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:15.538463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:14:15.582458] [DEBUG] [MAG       ] BOX: Last date is validated at 2025-11-14
[2025-11-16T05:14:15.582989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:14:15.587935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:15.612813] [DEBUG] [MAG       ] XHR: Last date is validated at 2025-11-14
[2025-11-16T05:14:15.680236] [DEBUG] [MAG       ] OWL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:15.748482] [DEBUG] [MAG       ] BOX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:15.766458] [INFO ] [LOCAL     ] OWL: Saved forecast.
[2025-11-16T05:14:15.766799] [INFO ] [main      ] OWL: Signal=1 (Conf=80.0%), Magnitude=1.14% (Conf=57.9891%)
[2025-11-16T05:14:15.767078] [INFO ] [main      ] Fetching symbol history for UHT...
[2025-11-16T05:14:15.767469] [DEBUG] [REMOTE    ] UHT: Fetching historical data.
[2025-11-16T05:14:15.767740] [INFO ] [main      ] Progress: 463/472 forecasts completed (98.1%). OWL finished in 0.6s. ETA: 1.6s. Rate: 336.66 forecasts/min
[2025-11-16T05:14:15.781763] [DEBUG] [REMOTE    ] UHT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:15.782488] [DEBUG] [LOCAL     ] Loaded configuration for UHT: 5 features, N/A% accuracy
[2025-11-16T05:14:15.782554] [INFO ] [LOCAL     ] UHT: Loaded 5 optimal features with 59.90% confidence from JSON config
[2025-11-16T05:14:15.782600] [DEBUG] [MAG       ] Building data for symbol: UHT with lookback: 0
[2025-11-16T05:14:15.783607] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:15.783708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:15.784031] [DEBUG] [MAG       ] XHR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:15.785609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:15.786310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:15.786778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:15.787567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:14:15.788257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:15.850722] [INFO ] [LOCAL     ] BOX: Saved forecast.
[2025-11-16T05:14:15.850825] [INFO ] [main      ] BOX: Signal=1 (Conf=80.0%), Magnitude=0.17% (Conf=55.6226%)
[2025-11-16T05:14:15.851023] [INFO ] [main      ] Fetching symbol history for GMRE...
[2025-11-16T05:14:15.851262] [DEBUG] [REMOTE    ] GMRE: Fetching historical data.
[2025-11-16T05:14:15.852226] [INFO ] [main      ] Progress: 464/472 forecasts completed (98.3%). BOX finished in 0.7s. ETA: 1.4s. Rate: 337.04 forecasts/min
[2025-11-16T05:14:15.864052] [INFO ] [LOCAL     ] XHR: Saved forecast.
[2025-11-16T05:14:15.864275] [INFO ] [main      ] XHR: Signal=1 (Conf=80.0%), Magnitude=0.87% (Conf=45.0898%)
[2025-11-16T05:14:15.864393] [DEBUG] [REMOTE    ] GMRE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:15.864928] [INFO ] [main      ] Progress: 465/472 forecasts completed (98.5%). XHR finished in 0.7s. ETA: 1.2s. Rate: 337.72 forecasts/min
[2025-11-16T05:14:15.864922] [INFO ] [main      ] Fetching symbol history for WIW...
[2025-11-16T05:14:15.865081] [DEBUG] [REMOTE    ] WIW: Fetching historical data.
[2025-11-16T05:14:15.865360] [DEBUG] [LOCAL     ] Loaded configuration for GMRE: 8 features, N/A% accuracy
[2025-11-16T05:14:15.865476] [INFO ] [LOCAL     ] GMRE: Loaded 8 optimal features with 56.07% confidence from JSON config
[2025-11-16T05:14:15.865573] [DEBUG] [MAG       ] Building data for symbol: GMRE with lookback: 0
[2025-11-16T05:14:15.866443] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:14:15.866606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:15.868414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:15.869037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:14:15.869575] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:15.870074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:14:15.871385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:14:15.873447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:14:15.874288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:14:15.875743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:15.879256] [DEBUG] [REMOTE    ] WIW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:15.879929] [DEBUG] [LOCAL     ] Loaded configuration for WIW: 3 features, N/A% accuracy
[2025-11-16T05:14:15.879998] [INFO ] [LOCAL     ] WIW: Loaded 3 optimal features with 23.81% confidence from JSON config
[2025-11-16T05:14:15.880038] [DEBUG] [MAG       ] Building data for symbol: WIW with lookback: 0
[2025-11-16T05:14:15.881014] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:15.881095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:15.886258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:14:15.888486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:14:15.889833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:15.954494] [DEBUG] [MAG       ] NMI: Last date is validated at 2025-11-14
[2025-11-16T05:14:16.134367] [DEBUG] [MAG       ] NMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:16.134821] [DEBUG] [MAG       ] UHT: Last date is validated at 2025-11-14
[2025-11-16T05:14:16.202245] [INFO ] [LOCAL     ] NMI: Saved forecast.
[2025-11-16T05:14:16.202537] [INFO ] [main      ] NMI: Signal=1 (Conf=80.0%), Magnitude=0.07% (Conf=42.435%)
[2025-11-16T05:14:16.202842] [INFO ] [main      ] Fetching symbol history for QUAD...
[2025-11-16T05:14:16.202960] [DEBUG] [REMOTE    ] QUAD: Fetching historical data.
[2025-11-16T05:14:16.204070] [INFO ] [main      ] Progress: 466/472 forecasts completed (98.7%). NMI finished in 0.7s. ETA: 1.1s. Rate: 337.06 forecasts/min
[2025-11-16T05:14:16.208260] [DEBUG] [MAG       ] GMRE: Last date is validated at 2025-11-14
[2025-11-16T05:14:16.217908] [DEBUG] [REMOTE    ] QUAD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:16.218840] [DEBUG] [LOCAL     ] Loaded configuration for QUAD: 5 features, N/A% accuracy
[2025-11-16T05:14:16.218905] [INFO ] [LOCAL     ] QUAD: Loaded 5 optimal features with 48.55% confidence from JSON config
[2025-11-16T05:14:16.218943] [DEBUG] [MAG       ] Building data for symbol: QUAD with lookback: 0
[2025-11-16T05:14:16.219891] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:14:16.219970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:14:16.225106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:14:16.227136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:14:16.227732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:14:16.228176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:14:16.230375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:16.238033] [DEBUG] [MAG       ] WIW: Last date is validated at 2025-11-14
[2025-11-16T05:14:16.306450] [DEBUG] [MAG       ] UHT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:16.377967] [DEBUG] [MAG       ] GMRE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:16.392476] [INFO ] [LOCAL     ] UHT: Saved forecast.
[2025-11-16T05:14:16.392791] [INFO ] [main      ] UHT: Signal=1 (Conf=80.0%), Magnitude=0.57% (Conf=59.9036%)
[2025-11-16T05:14:16.393307] [INFO ] [main      ] Fetching symbol history for CRS...
[2025-11-16T05:14:16.393382] [DEBUG] [REMOTE    ] CRS: Fetching historical data.
[2025-11-16T05:14:16.393768] [INFO ] [main      ] Progress: 467/472 forecasts completed (98.9%). UHT finished in 0.6s. ETA: 0.9s. Rate: 337.01 forecasts/min
[2025-11-16T05:14:16.407579] [DEBUG] [REMOTE    ] CRS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:16.408348] [DEBUG] [LOCAL     ] Loaded configuration for CRS: 3 features, N/A% accuracy
[2025-11-16T05:14:16.408412] [INFO ] [LOCAL     ] CRS: Loaded 3 optimal features with 63.62% confidence from JSON config
[2025-11-16T05:14:16.408450] [DEBUG] [MAG       ] Building data for symbol: CRS with lookback: 0
[2025-11-16T05:14:16.409385] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:14:16.409608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:14:16.410498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:14:16.411291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:14:16.411797] [DEBUG] [MAG       ] WIW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:16.412579] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:16.485910] [INFO ] [LOCAL     ] GMRE: Saved forecast.
[2025-11-16T05:14:16.486039] [INFO ] [main      ] GMRE: Signal=1 (Conf=80.0%), Magnitude=2.55% (Conf=56.0742%)
[2025-11-16T05:14:16.486231] [INFO ] [main      ] Fetching symbol history for AMT...
[2025-11-16T05:14:16.486450] [DEBUG] [REMOTE    ] AMT: Fetching historical data.
[2025-11-16T05:14:16.486753] [INFO ] [main      ] Progress: 468/472 forecasts completed (99.2%). GMRE finished in 0.6s. ETA: 0.7s. Rate: 337.35 forecasts/min
[2025-11-16T05:14:16.499852] [DEBUG] [REMOTE    ] AMT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:14:16.500576] [DEBUG] [LOCAL     ] Loaded configuration for AMT: 1 features, N/A% accuracy
[2025-11-16T05:14:16.500712] [INFO ] [LOCAL     ] AMT: Loaded 1 optimal features with 59.36% confidence from JSON config
[2025-11-16T05:14:16.500816] [DEBUG] [MAG       ] Building data for symbol: AMT with lookback: 0
[2025-11-16T05:14:16.501685] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:14:16.501812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:14:16.502725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:14:16.560049] [INFO ] [LOCAL     ] WIW: Saved forecast.
[2025-11-16T05:14:16.560375] [INFO ] [main      ] WIW: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=23.8092%)
[2025-11-16T05:14:16.561084] [INFO ] [main      ] Progress: 469/472 forecasts completed (99.4%). WIW finished in 0.7s. ETA: 0.5s. Rate: 337.77 forecasts/min
[2025-11-16T05:14:16.590052] [DEBUG] [MAG       ] QUAD: Last date is validated at 2025-11-14
[2025-11-16T05:14:16.765106] [DEBUG] [MAG       ] QUAD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:16.803622] [DEBUG] [MAG       ] CRS: Last date is validated at 2025-11-14
[2025-11-16T05:14:16.835324] [DEBUG] [MAG       ] AMT: Last date is validated at 2025-11-14
[2025-11-16T05:14:16.842892] [INFO ] [LOCAL     ] QUAD: Saved forecast.
[2025-11-16T05:14:16.843004] [INFO ] [main      ] QUAD: Signal=1 (Conf=80.0%), Magnitude=2.92% (Conf=48.5495%)
[2025-11-16T05:14:16.843633] [INFO ] [main      ] Progress: 470/472 forecasts completed (99.6%). QUAD finished in 0.6s. ETA: 0.4s. Rate: 337.35 forecasts/min
[2025-11-16T05:14:16.977962] [DEBUG] [MAG       ] CRS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:17.001551] [DEBUG] [MAG       ] AMT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:14:17.135084] [INFO ] [LOCAL     ] AMT: Saved forecast.
[2025-11-16T05:14:17.135189] [INFO ] [main      ] AMT: Signal=1 (Conf=80.0%), Magnitude=4.35% (Conf=59.3587%)
[2025-11-16T05:14:17.135852] [INFO ] [main      ] Progress: 471/472 forecasts completed (99.8%). AMT finished in 0.6s. ETA: 0.2s. Rate: 336.89 forecasts/min
[2025-11-16T05:14:17.168131] [INFO ] [LOCAL     ] CRS: Saved forecast.
[2025-11-16T05:14:17.168249] [INFO ] [main      ] CRS: Signal=1 (Conf=80.0%), Magnitude=0.21% (Conf=63.6151%)
[2025-11-16T05:14:17.168817] [INFO ] [main      ] Progress: 472/472 forecasts completed (100.0%). CRS finished in 0.8s. ETA: 0.0s. Rate: 337.47 forecasts/min
[2025-11-16T05:14:17.202542] [INFO ] [main      ] Parallel forecast generation completed in 1m 24s. Processed 472 forecasts.
[2025-11-16T05:14:17.202785] [INFO ] [main      ] Generated and saved 472 forecast pairs.
[2025-11-16T05:14:18.030187] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (472/472 @ 100.00%)'
[2025-11-16T05:14:18.031984] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-11-16T05:14:18.032068] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-11-16T05:14:18.032253] [INFO ] [main      ] Found 1 forecast dates
[2025-11-16T05:14:18.032309] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-11-16T05:14:18.044859] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-11-16T05:14:18.044981] [INFO ] [main      ] Generated 1/1 forecast reports
[2025-11-16T05:14:18.045054] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-11-17.txt
[2025-11-16T05:14:18.631529] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-11-17'
[2025-11-16T05:14:18.631848] [INFO ] [main      ] Forecast report email sent for 2025-11-17
[2025-11-16T05:14:18.631928] [INFO ] [MAG       ] MAG operation completed successfully
[2025-11-16T05:14:18.632214] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-11-16T05:14:18.632427] [INFO ] [STATE     ] Last completion updated: 2025-11-16T05:14:18.632277
[2025-11-16T05:17:04.915196] [INFO ] [MAG       ] Starting MAG operation...
[2025-11-16T05:17:05.095045] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-11-16T05:17:05.263066] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-11-16T05:17:05.438089] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-11-16T05:17:05.618677] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-11-16T05:17:05.619112] [WARN ] [STATE     ] State set to: WAITING
[2025-11-16T05:17:05.619186] [INFO ] [STATE     ] Checking service statuses...
[2025-11-16T05:17:05.690983] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-11-16T05:17:05.695084] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T05:17:05.730046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-11-16T05:17:05.734009] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-11-14), and is a dependency of this service.
[2025-11-16T05:17:05.767549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-11-16T05:17:05.800282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-11-16T05:17:05.800597] [WARN ] [STATE     ] State set to: RUNNING
[2025-11-16T05:17:05.800687] [INFO ] [MODE      ] Using multithreaded
[2025-11-16T05:17:05.800745] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-11-16T05:17:05.806021] [DEBUG] [REMOTE    ] Found 25 available forecast dates.
[2025-11-16T05:17:05.806216] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-11-17.txt'.
[2025-11-16T05:17:05.811209] [DEBUG] [REMOTE    ] Fetched 1746 signal forecasts for 2025-11-17.
[2025-11-16T05:17:05.833412] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-11-16T05:17:05.834661] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-11-16T05:17:05.834746] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-11-16T05:17:06.500053] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-11-16T05:17:06.515732] [INFO ] [MODE      ] Using multithreaded
[2025-11-16T05:17:06.515876] [INFO ] [main      ] Fetching signal forecasts...
[2025-11-16T05:17:06.515967] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-11-16T05:17:06.524119] [DEBUG] [REMOTE    ] Found 25 available forecast dates.
[2025-11-16T05:17:06.524491] [INFO ] [main      ] Found available forecast date (2025-11-17).
[2025-11-16T05:17:06.524587] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-11-17.txt'.
[2025-11-16T05:17:06.531129] [DEBUG] [REMOTE    ] Fetched 1746 signal forecasts for 2025-11-17.
[2025-11-16T05:17:06.531381] [INFO ] [main      ] Fetched 1746 forecasts.
[2025-11-16T05:17:06.531612] [INFO ] [main      ] Found 472 high-confidence bullish forecasts (>= 80.0%).
[2025-11-16T05:17:06.531723] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 472 symbols
[2025-11-16T05:17:06.571886] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-11-16T05:17:06.571977] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-11-16T05:17:06.572293] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-11-16T05:17:06.572439] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-11-16T05:17:06.571789] [INFO ] [main      ] Fetching symbol history for MVT...
[2025-11-16T05:17:06.572581] [DEBUG] [REMOTE    ] MVT: Fetching historical data.
[2025-11-16T05:17:06.572190] [INFO ] [main      ] Fetching symbol history for TS...
[2025-11-16T05:17:06.574863] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2025-11-16T05:17:06.600355] [DEBUG] [REMOTE    ] BSX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:06.601446] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-11-16T05:17:06.601530] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-11-16T05:17:06.601585] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-11-16T05:17:06.602798] [DEBUG] [REMOTE    ] PCN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:06.603453] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-11-16T05:17:06.603531] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-11-16T05:17:06.603585] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-11-16T05:17:06.603614] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:06.603765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:06.605392] [DEBUG] [REMOTE    ] MVT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:06.605566] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:06.605754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:06.606169] [DEBUG] [REMOTE    ] TS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:06.606464] [DEBUG] [LOCAL     ] Loaded configuration for MVT: 4 features, N/A% accuracy
[2025-11-16T05:17:06.606639] [INFO ] [LOCAL     ] MVT: Loaded 4 optimal features with 41.96% confidence from JSON config
[2025-11-16T05:17:06.606776] [DEBUG] [MAG       ] Building data for symbol: MVT with lookback: 0
[2025-11-16T05:17:06.606968] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2025-11-16T05:17:06.607050] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2025-11-16T05:17:06.607098] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2025-11-16T05:17:06.609160] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:06.609415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:06.609612] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:06.609788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:06.611045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:06.612787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:06.613082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:06.613515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:06.614384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:06.614304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:06.614962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:06.615335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:06.615933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:06.616221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:06.616278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:06.617220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:06.617946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:06.618384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:06.620421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:06.622281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:06.665904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:06.962662] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-11-14
[2025-11-16T05:17:06.970459] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-11-14
[2025-11-16T05:17:06.970608] [DEBUG] [MAG       ] TS: Last date is validated at 2025-11-14
[2025-11-16T05:17:07.008060] [DEBUG] [MAG       ] MVT: Last date is validated at 2025-11-14
[2025-11-16T05:17:07.130410] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:07.136807] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:07.145184] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:07.176673] [DEBUG] [MAG       ] MVT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:07.206197] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-11-16T05:17:07.206316] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.21% (Conf=56.2675%)
[2025-11-16T05:17:07.207003] [INFO ] [main      ] Fetching symbol history for ANF...
[2025-11-16T05:17:07.207075] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2025-11-16T05:17:07.207430] [INFO ] [main      ] Progress: 1/472 forecasts completed (0.2%). PCN finished in 0.6s. ETA: 5m 18s. Rate: 88.81 forecasts/min
[2025-11-16T05:17:07.219682] [DEBUG] [REMOTE    ] ANF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:07.220210] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2025-11-16T05:17:07.220276] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2025-11-16T05:17:07.220321] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2025-11-16T05:17:07.221155] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:07.221233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:07.223020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:07.223683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:07.224164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:07.224629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:07.244240] [INFO ] [LOCAL     ] TS: Saved forecast.
[2025-11-16T05:17:07.244360] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=2.43% (Conf=63.9039%)
[2025-11-16T05:17:07.245013] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-11-16T05:17:07.245084] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-11-16T05:17:07.245221] [INFO ] [main      ] Progress: 2/472 forecasts completed (0.4%). TS finished in 0.7s. ETA: 2m 48s. Rate: 168.21 forecasts/min
[2025-11-16T05:17:07.256846] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:07.257600] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-11-16T05:17:07.257690] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-11-16T05:17:07.257749] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-11-16T05:17:07.258369] [INFO ] [LOCAL     ] MVT: Saved forecast.
[2025-11-16T05:17:07.258574] [INFO ] [main      ] MVT: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=41.9609%)
[2025-11-16T05:17:07.258594] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:07.258750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:07.259392] [INFO ] [main      ] Fetching symbol history for THR...
[2025-11-16T05:17:07.259520] [DEBUG] [REMOTE    ] THR: Fetching historical data.
[2025-11-16T05:17:07.260762] [INFO ] [main      ] Progress: 3/472 forecasts completed (0.6%). MVT finished in 0.7s. ETA: 1m 54s. Rate: 246.92 forecasts/min
[2025-11-16T05:17:07.264306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:07.266378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:07.267182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:07.272364] [DEBUG] [REMOTE    ] THR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:07.272937] [DEBUG] [LOCAL     ] Loaded configuration for THR: 6 features, N/A% accuracy
[2025-11-16T05:17:07.273082] [INFO ] [LOCAL     ] THR: Loaded 6 optimal features with 54.84% confidence from JSON config
[2025-11-16T05:17:07.273143] [DEBUG] [MAG       ] Building data for symbol: THR with lookback: 0
[2025-11-16T05:17:07.274102] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:07.274210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:07.276102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:07.276793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:07.277309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:07.278032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:07.280960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:07.281740] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-11-16T05:17:07.281862] [INFO ] [main      ] BSX: Signal=1 (Conf=100.0%), Magnitude=-0.63% (Conf=48.0086%)
[2025-11-16T05:17:07.282213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:07.282376] [INFO ] [main      ] Fetching symbol history for TFII...
[2025-11-16T05:17:07.282449] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2025-11-16T05:17:07.283505] [INFO ] [main      ] Progress: 4/472 forecasts completed (0.8%). BSX finished in 0.7s. ETA: 1m 28s. Rate: 319.27 forecasts/min
[2025-11-16T05:17:07.285218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:07.287204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:07.294534] [DEBUG] [REMOTE    ] TFII: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:07.294981] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2025-11-16T05:17:07.295043] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2025-11-16T05:17:07.295080] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2025-11-16T05:17:07.295904] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:17:07.295985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:07.297765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:07.298308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:07.298820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:07.315281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:07.427141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:07.428193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:07.428956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:07.448554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:07.449661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:07.451331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:07.452449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:07.453193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:07.625927] [DEBUG] [MAG       ] ANF: Last date is validated at 2025-11-14
[2025-11-16T05:17:07.629825] [DEBUG] [MAG       ] THR: Last date is validated at 2025-11-14
[2025-11-16T05:17:07.656910] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-11-14
[2025-11-16T05:17:07.796490] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:07.797637] [DEBUG] [MAG       ] TFII: Last date is validated at 2025-11-14
[2025-11-16T05:17:07.829685] [DEBUG] [MAG       ] THR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:07.841735] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:07.918123] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-11-16T05:17:07.918467] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.41% (Conf=51.3622%)
[2025-11-16T05:17:07.919012] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-11-16T05:17:07.919211] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-11-16T05:17:07.919768] [INFO ] [main      ] Progress: 5/472 forecasts completed (1.1%). SOJC finished in 0.7s. ETA: 2m 10s. Rate: 216.15 forecasts/min
[2025-11-16T05:17:07.932934] [DEBUG] [REMOTE    ] VALE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:07.933942] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-11-16T05:17:07.934064] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-11-16T05:17:07.934164] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-11-16T05:17:07.935033] [INFO ] [LOCAL     ] THR: Saved forecast.
[2025-11-16T05:17:07.935233] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:07.935323] [INFO ] [main      ] THR: Signal=1 (Conf=100.0%), Magnitude=-2.24% (Conf=54.8359%)
[2025-11-16T05:17:07.935411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:07.935974] [INFO ] [main      ] Fetching symbol history for ENOV...
[2025-11-16T05:17:07.936043] [DEBUG] [REMOTE    ] ENOV: Fetching historical data.
[2025-11-16T05:17:07.937700] [INFO ] [main      ] Progress: 6/472 forecasts completed (1.3%). THR finished in 0.7s. ETA: 1m 49s. Rate: 256.06 forecasts/min
[2025-11-16T05:17:07.942093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:07.944327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:07.945025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:07.945579] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:07.946487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:07.946581] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2025-11-16T05:17:07.946947] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=-1.39% (Conf=52.596%)
[2025-11-16T05:17:07.947416] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-11-16T05:17:07.947541] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-11-16T05:17:07.947536] [INFO ] [main      ] Progress: 7/472 forecasts completed (1.5%). ANF finished in 0.7s. ETA: 1m 34s. Rate: 296.66 forecasts/min
[2025-11-16T05:17:07.949901] [DEBUG] [REMOTE    ] ENOV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:07.950777] [DEBUG] [LOCAL     ] Loaded configuration for ENOV: 2 features, N/A% accuracy
[2025-11-16T05:17:07.950899] [INFO ] [LOCAL     ] ENOV: Loaded 2 optimal features with 57.35% confidence from JSON config
[2025-11-16T05:17:07.950996] [DEBUG] [MAG       ] Building data for symbol: ENOV with lookback: 0
[2025-11-16T05:17:07.951929] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:07.952060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:07.952978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:07.956024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:07.959268] [DEBUG] [REMOTE    ] MSA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:07.960028] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-11-16T05:17:07.960093] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-11-16T05:17:07.960132] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-11-16T05:17:07.960949] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:07.961031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:07.962813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:07.963368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:07.992862] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:08.099224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:08.101738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:08.102944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:08.154893] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2025-11-16T05:17:08.155036] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=0.62% (Conf=54.7349%)
[2025-11-16T05:17:08.155524] [INFO ] [main      ] Fetching symbol history for SO...
[2025-11-16T05:17:08.155587] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-11-16T05:17:08.156795] [INFO ] [main      ] Progress: 8/472 forecasts completed (1.7%). TFII finished in 0.9s. ETA: 1m 34s. Rate: 295.38 forecasts/min
[2025-11-16T05:17:08.164275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:17:08.169326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:08.170553] [DEBUG] [REMOTE    ] SO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:08.170860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:08.171490] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-11-16T05:17:08.171553] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-11-16T05:17:08.171594] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-11-16T05:17:08.172661] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:08.172744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:08.174603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:17:08.175530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:08.298289] [DEBUG] [MAG       ] ENOV: Last date is validated at 2025-11-14
[2025-11-16T05:17:08.315969] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-11-14
[2025-11-16T05:17:08.473118] [DEBUG] [MAG       ] ENOV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:08.495947] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:08.524499] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-11-14
[2025-11-16T05:17:08.540591] [DEBUG] [MAG       ] SO: Last date is validated at 2025-11-14
[2025-11-16T05:17:08.573784] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-11-16T05:17:08.574078] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=-0.21% (Conf=53.6249%)
[2025-11-16T05:17:08.574714] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-11-16T05:17:08.574851] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-11-16T05:17:08.576043] [INFO ] [main      ] Progress: 9/472 forecasts completed (1.9%). VALE finished in 0.7s. ETA: 1m 45s. Rate: 264.16 forecasts/min
[2025-11-16T05:17:08.580973] [INFO ] [LOCAL     ] ENOV: Saved forecast.
[2025-11-16T05:17:08.581252] [INFO ] [main      ] ENOV: Signal=1 (Conf=100.0%), Magnitude=-4.92% (Conf=57.3453%)
[2025-11-16T05:17:08.581844] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-11-16T05:17:08.581963] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-11-16T05:17:08.582122] [INFO ] [main      ] Progress: 10/472 forecasts completed (2.1%). ENOV finished in 0.6s. ETA: 1m 35s. Rate: 292.64 forecasts/min
[2025-11-16T05:17:08.590428] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:08.591126] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-11-16T05:17:08.591190] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-11-16T05:17:08.591228] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-11-16T05:17:08.592439] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:08.592524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:08.596257] [DEBUG] [REMOTE    ] HLI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:08.597104] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-11-16T05:17:08.597235] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-11-16T05:17:08.597344] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-11-16T05:17:08.598377] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:08.598526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:17:08.598632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:08.600186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:08.693250] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:08.728593] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:08.835593] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-11-16T05:17:08.835962] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-0.51% (Conf=44.6423%)
[2025-11-16T05:17:08.836416] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-11-16T05:17:08.836538] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-11-16T05:17:08.837047] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-11-16T05:17:08.837431] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-2.04% (Conf=46.663%)
[2025-11-16T05:17:08.837680] [INFO ] [main      ] Fetching symbol history for DSMC...
[2025-11-16T05:17:08.837741] [DEBUG] [REMOTE    ] DSMC: Fetching historical data.
[2025-11-16T05:17:08.838478] [INFO ] [main      ] Progress: 11/472 forecasts completed (2.3%). MSA finished in 0.9s. ETA: 1m 37s. Rate: 286.13 forecasts/min
[2025-11-16T05:17:08.839093] [INFO ] [main      ] Progress: 12/472 forecasts completed (2.5%). SO finished in 0.7s. ETA: 1m 28s. Rate: 312.05 forecasts/min
[2025-11-16T05:17:08.849070] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:08.849969] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-11-16T05:17:08.850041] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-11-16T05:17:08.850082] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-11-16T05:17:08.850896] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:08.850977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:08.852066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:17:08.854926] [DEBUG] [REMOTE    ] DSMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:08.855723] [DEBUG] [LOCAL     ] Loaded configuration for DSMC: 5 features, N/A% accuracy
[2025-11-16T05:17:08.855795] [INFO ] [LOCAL     ] DSMC: Loaded 5 optimal features with 49.76% confidence from JSON config
[2025-11-16T05:17:08.855842] [DEBUG] [MAG       ] Building data for symbol: DSMC with lookback: 0
[2025-11-16T05:17:08.856132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:08.857032] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:08.857128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:08.857995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:08.858492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:08.859296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:08.859550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:08.860022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:08.860600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:08.861190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:08.861253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:08.862306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:08.862560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:08.863006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:08.952803] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-11-14
[2025-11-16T05:17:08.968191] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-11-14
[2025-11-16T05:17:09.122682] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:09.140616] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:09.195862] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-11-14
[2025-11-16T05:17:09.231170] [DEBUG] [MAG       ] DSMC: Last date is validated at 2025-11-14
[2025-11-16T05:17:09.259359] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-11-16T05:17:09.259708] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=1.17% (Conf=40.2026%)
[2025-11-16T05:17:09.260216] [INFO ] [main      ] Fetching symbol history for DSU...
[2025-11-16T05:17:09.260338] [DEBUG] [REMOTE    ] DSU: Fetching historical data.
[2025-11-16T05:17:09.260764] [INFO ] [main      ] Progress: 13/472 forecasts completed (2.8%). HLI finished in 0.7s. ETA: 1m 36s. Rate: 285.82 forecasts/min
[2025-11-16T05:17:09.274900] [DEBUG] [REMOTE    ] DSU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:09.275608] [DEBUG] [LOCAL     ] Loaded configuration for DSU: 4 features, N/A% accuracy
[2025-11-16T05:17:09.275706] [INFO ] [LOCAL     ] DSU: Loaded 4 optimal features with 39.86% confidence from JSON config
[2025-11-16T05:17:09.275814] [DEBUG] [MAG       ] Building data for symbol: DSU with lookback: 0
[2025-11-16T05:17:09.276770] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:09.276867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:09.277951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:09.279269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:17:09.280177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:17:09.280893] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:09.320163] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-11-16T05:17:09.320326] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=4.33% (Conf=55.0682%)
[2025-11-16T05:17:09.320894] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-11-16T05:17:09.321153] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-11-16T05:17:09.322351] [INFO ] [main      ] Progress: 14/472 forecasts completed (3.0%). ONTO finished in 0.7s. ETA: 1m 31s. Rate: 301.02 forecasts/min
[2025-11-16T05:17:09.335776] [DEBUG] [REMOTE    ] TKO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:09.336702] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-11-16T05:17:09.336853] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-11-16T05:17:09.336955] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-11-16T05:17:09.338094] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:09.338235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:09.343960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:09.345368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:09.363667] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:09.411335] [DEBUG] [MAG       ] DSMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:09.477699] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-11-16T05:17:09.478009] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=-18.96% (Conf=61.3435%)
[2025-11-16T05:17:09.478486] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-11-16T05:17:09.478596] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-11-16T05:17:09.480281] [INFO ] [main      ] Progress: 15/472 forecasts completed (3.2%). QBTS finished in 0.6s. ETA: 1m 30s. Rate: 305.24 forecasts/min
[2025-11-16T05:17:09.490821] [DEBUG] [REMOTE    ] WEX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:09.491512] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-11-16T05:17:09.491582] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-11-16T05:17:09.491709] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-11-16T05:17:09.492592] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:09.492695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:09.497686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:09.498611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:09.500432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:09.503237] [INFO ] [LOCAL     ] DSMC: Saved forecast.
[2025-11-16T05:17:09.503550] [INFO ] [main      ] DSMC: Signal=1 (Conf=100.0%), Magnitude=-0.25% (Conf=49.7587%)
[2025-11-16T05:17:09.504098] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-11-16T05:17:09.504221] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-11-16T05:17:09.504716] [INFO ] [main      ] Progress: 16/472 forecasts completed (3.4%). DSMC finished in 0.7s. ETA: 1m 25s. Rate: 322.91 forecasts/min
[2025-11-16T05:17:09.517750] [DEBUG] [REMOTE    ] SPB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:09.518374] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-11-16T05:17:09.518434] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-11-16T05:17:09.518472] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-11-16T05:17:09.519385] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:09.519469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:09.521344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:09.521941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:09.522372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:09.523368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:09.525096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:09.526558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:09.637209] [DEBUG] [MAG       ] DSU: Last date is validated at 2025-11-14
[2025-11-16T05:17:09.695934] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-11-14
[2025-11-16T05:17:09.814069] [DEBUG] [MAG       ] DSU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:09.842615] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-11-14
[2025-11-16T05:17:09.866975] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:09.876885] [INFO ] [LOCAL     ] DSU: Saved forecast.
[2025-11-16T05:17:09.877229] [INFO ] [main      ] DSU: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=39.8626%)
[2025-11-16T05:17:09.877320] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-11-14
[2025-11-16T05:17:09.877506] [INFO ] [main      ] Fetching symbol history for FDP...
[2025-11-16T05:17:09.877864] [DEBUG] [REMOTE    ] FDP: Fetching historical data.
[2025-11-16T05:17:09.878750] [INFO ] [main      ] Progress: 17/472 forecasts completed (3.6%). DSU finished in 0.6s. ETA: 1m 30s. Rate: 304.76 forecasts/min
[2025-11-16T05:17:09.891380] [DEBUG] [REMOTE    ] FDP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:09.892263] [DEBUG] [LOCAL     ] Loaded configuration for FDP: 6 features, N/A% accuracy
[2025-11-16T05:17:09.892336] [INFO ] [LOCAL     ] FDP: Loaded 6 optimal features with 61.64% confidence from JSON config
[2025-11-16T05:17:09.892454] [DEBUG] [MAG       ] Building data for symbol: FDP with lookback: 0
[2025-11-16T05:17:09.893411] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:09.893500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:09.894542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:09.896744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:09.899705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:09.900517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:09.902183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:09.905117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:10.010895] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:10.012383] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-11-16T05:17:10.012728] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=2.11% (Conf=46.5912%)
[2025-11-16T05:17:10.012999] [INFO ] [main      ] Fetching symbol history for BSAC...
[2025-11-16T05:17:10.013322] [DEBUG] [REMOTE    ] BSAC: Fetching historical data.
[2025-11-16T05:17:10.014609] [INFO ] [main      ] Progress: 18/472 forecasts completed (3.8%). TKO finished in 0.7s. ETA: 1m 28s. Rate: 310.09 forecasts/min
[2025-11-16T05:17:10.027937] [DEBUG] [REMOTE    ] BSAC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:10.028872] [DEBUG] [LOCAL     ] Loaded configuration for BSAC: 3 features, N/A% accuracy
[2025-11-16T05:17:10.029007] [INFO ] [LOCAL     ] BSAC: Loaded 3 optimal features with 50.65% confidence from JSON config
[2025-11-16T05:17:10.029109] [DEBUG] [MAG       ] Building data for symbol: BSAC with lookback: 0
[2025-11-16T05:17:10.030106] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:10.030238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:10.035221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:10.037180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:10.037813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:10.075822] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:10.165576] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-11-16T05:17:10.165734] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=-7.25% (Conf=53.2942%)
[2025-11-16T05:17:10.166153] [INFO ] [main      ] Fetching symbol history for HUM...
[2025-11-16T05:17:10.166350] [DEBUG] [REMOTE    ] HUM: Fetching historical data.
[2025-11-16T05:17:10.166415] [INFO ] [main      ] Progress: 19/472 forecasts completed (4.0%). WEX finished in 0.7s. ETA: 1m 27s. Rate: 313.65 forecasts/min
[2025-11-16T05:17:10.177857] [DEBUG] [REMOTE    ] HUM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:10.178575] [DEBUG] [LOCAL     ] Loaded configuration for HUM: 1 features, N/A% accuracy
[2025-11-16T05:17:10.178715] [INFO ] [LOCAL     ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config
[2025-11-16T05:17:10.178813] [DEBUG] [MAG       ] Building data for symbol: HUM with lookback: 0
[2025-11-16T05:17:10.179667] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:10.179795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:10.182263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:10.200527] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-11-16T05:17:10.200831] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=-6.78% (Conf=40.5196%)
[2025-11-16T05:17:10.201384] [INFO ] [main      ] Fetching symbol history for TEL...
[2025-11-16T05:17:10.201496] [DEBUG] [REMOTE    ] TEL: Fetching historical data.
[2025-11-16T05:17:10.202957] [INFO ] [main      ] Progress: 20/472 forecasts completed (4.2%). SPB finished in 0.7s. ETA: 1m 23s. Rate: 326.87 forecasts/min
[2025-11-16T05:17:10.216833] [DEBUG] [REMOTE    ] TEL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:10.217703] [DEBUG] [LOCAL     ] Loaded configuration for TEL: 3 features, N/A% accuracy
[2025-11-16T05:17:10.217837] [INFO ] [LOCAL     ] TEL: Loaded 3 optimal features with 62.06% confidence from JSON config
[2025-11-16T05:17:10.217944] [DEBUG] [MAG       ] Building data for symbol: TEL with lookback: 0
[2025-11-16T05:17:10.219008] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:10.219193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:10.224823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:10.226040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:10.227855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:10.248408] [DEBUG] [MAG       ] FDP: Last date is validated at 2025-11-14
[2025-11-16T05:17:10.380829] [DEBUG] [MAG       ] BSAC: Last date is validated at 2025-11-14
[2025-11-16T05:17:10.413848] [DEBUG] [MAG       ] FDP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:10.506139] [INFO ] [LOCAL     ] FDP: Saved forecast.
[2025-11-16T05:17:10.506446] [INFO ] [main      ] FDP: Signal=1 (Conf=100.0%), Magnitude=0.06% (Conf=61.644%)
[2025-11-16T05:17:10.506965] [INFO ] [main      ] Fetching symbol history for DELL...
[2025-11-16T05:17:10.507084] [DEBUG] [REMOTE    ] DELL: Fetching historical data.
[2025-11-16T05:17:10.507157] [INFO ] [main      ] Progress: 21/472 forecasts completed (4.4%). FDP finished in 0.6s. ETA: 1m 25s. Rate: 316.95 forecasts/min
[2025-11-16T05:17:10.514434] [DEBUG] [MAG       ] HUM: Last date is validated at 2025-11-14
[2025-11-16T05:17:10.519261] [DEBUG] [REMOTE    ] DELL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:10.519889] [DEBUG] [LOCAL     ] Loaded configuration for DELL: 3 features, N/A% accuracy
[2025-11-16T05:17:10.520008] [INFO ] [LOCAL     ] DELL: Loaded 3 optimal features with 63.60% confidence from JSON config
[2025-11-16T05:17:10.520104] [DEBUG] [MAG       ] Building data for symbol: DELL with lookback: 0
[2025-11-16T05:17:10.520970] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:10.521114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:10.526087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:10.527002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:10.552657] [DEBUG] [MAG       ] BSAC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:10.576775] [DEBUG] [MAG       ] TEL: Last date is validated at 2025-11-14
[2025-11-16T05:17:10.637028] [INFO ] [LOCAL     ] BSAC: Saved forecast.
[2025-11-16T05:17:10.637364] [INFO ] [main      ] BSAC: Signal=1 (Conf=100.0%), Magnitude=3.28% (Conf=50.652%)
[2025-11-16T05:17:10.637888] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-11-16T05:17:10.638205] [INFO ] [main      ] Progress: 22/472 forecasts completed (4.7%). BSAC finished in 0.6s. ETA: 1m 24s. Rate: 321.45 forecasts/min
[2025-11-16T05:17:10.638089] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-11-16T05:17:10.649437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:10.653001] [DEBUG] [REMOTE    ] BUD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:10.653998] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-11-16T05:17:10.654065] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-11-16T05:17:10.654110] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-11-16T05:17:10.655090] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:10.655180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:10.660599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:10.663819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:10.680542] [DEBUG] [MAG       ] HUM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:10.680719] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:10.743830] [DEBUG] [MAG       ] TEL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:10.867527] [INFO ] [LOCAL     ] HUM: Saved forecast.
[2025-11-16T05:17:10.867867] [INFO ] [main      ] HUM: Signal=1 (Conf=100.0%), Magnitude=3.45% (Conf=52.7504%)
[2025-11-16T05:17:10.868286] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-11-16T05:17:10.868402] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-11-16T05:17:10.868763] [INFO ] [main      ] Progress: 23/472 forecasts completed (4.9%). HUM finished in 0.7s. ETA: 1m 25s. Rate: 318.20 forecasts/min
[2025-11-16T05:17:10.877891] [INFO ] [LOCAL     ] TEL: Saved forecast.
[2025-11-16T05:17:10.878214] [INFO ] [main      ] TEL: Signal=1 (Conf=100.0%), Magnitude=0.66% (Conf=62.0592%)
[2025-11-16T05:17:10.878795] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-11-16T05:17:10.878916] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-11-16T05:17:10.879701] [INFO ] [main      ] Progress: 24/472 forecasts completed (5.1%). TEL finished in 0.7s. ETA: 1m 21s. Rate: 331.19 forecasts/min
[2025-11-16T05:17:10.880766] [DEBUG] [REMOTE    ] BYD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:10.881299] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-11-16T05:17:10.881500] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-11-16T05:17:10.881600] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-11-16T05:17:10.882458] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:10.882591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:10.887476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:10.889318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:10.889896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:10.890375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:10.894363] [DEBUG] [REMOTE    ] WMS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:10.895078] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-11-16T05:17:10.895144] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-11-16T05:17:10.895182] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-11-16T05:17:10.896106] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:10.896185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:10.899465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:10.978908] [DEBUG] [MAG       ] DELL: Last date is validated at 2025-11-14
[2025-11-16T05:17:11.030909] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-11-14
[2025-11-16T05:17:11.150846] [DEBUG] [MAG       ] DELL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:11.206239] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:11.220804] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-11-14
[2025-11-16T05:17:11.235277] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-11-14
[2025-11-16T05:17:11.299719] [INFO ] [LOCAL     ] DELL: Saved forecast.
[2025-11-16T05:17:11.299876] [INFO ] [main      ] DELL: Signal=1 (Conf=100.0%), Magnitude=2.74% (Conf=63.5955%)
[2025-11-16T05:17:11.300598] [INFO ] [main      ] Fetching symbol history for CMC...
[2025-11-16T05:17:11.300736] [DEBUG] [REMOTE    ] CMC: Fetching historical data.
[2025-11-16T05:17:11.300661] [INFO ] [main      ] Progress: 25/472 forecasts completed (5.3%). DELL finished in 0.8s. ETA: 1m 25s. Rate: 314.54 forecasts/min
[2025-11-16T05:17:11.315595] [DEBUG] [REMOTE    ] CMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:11.316196] [DEBUG] [LOCAL     ] Loaded configuration for CMC: 4 features, N/A% accuracy
[2025-11-16T05:17:11.316252] [INFO ] [LOCAL     ] CMC: Loaded 4 optimal features with 49.98% confidence from JSON config
[2025-11-16T05:17:11.316291] [DEBUG] [MAG       ] Building data for symbol: CMC with lookback: 0
[2025-11-16T05:17:11.317247] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:11.317352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:11.322350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:11.322392] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-11-16T05:17:11.322523] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=0.01% (Conf=57.7443%)
[2025-11-16T05:17:11.323142] [INFO ] [main      ] Progress: 26/472 forecasts completed (5.5%). BUD finished in 0.7s. ETA: 1m 22s. Rate: 325.59 forecasts/min
[2025-11-16T05:17:11.323251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:11.323319] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-11-16T05:17:11.323373] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-11-16T05:17:11.325613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:17:11.326387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:11.338586] [DEBUG] [REMOTE    ] GEL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:11.339607] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-11-16T05:17:11.339692] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-11-16T05:17:11.339740] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-11-16T05:17:11.340991] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-11-16T05:17:11.341102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:11.346809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:11.349265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:11.350009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:11.350463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:11.351348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:11.386970] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:11.407863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:11.414027] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:11.493919] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-11-16T05:17:11.494153] [INFO ] [main      ] BYD: Signal=1 (Conf=100.0%), Magnitude=-0.87% (Conf=41.621%)
[2025-11-16T05:17:11.494694] [INFO ] [main      ] Fetching symbol history for PNW...
[2025-11-16T05:17:11.494858] [DEBUG] [REMOTE    ] PNW: Fetching historical data.
[2025-11-16T05:17:11.495750] [INFO ] [main      ] Progress: 27/472 forecasts completed (5.7%). BYD finished in 0.6s. ETA: 1m 22s. Rate: 326.35 forecasts/min
[2025-11-16T05:17:11.500069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:11.500901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:11.502081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:11.504007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:11.505160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:11.506110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:11.507541] [DEBUG] [REMOTE    ] PNW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:11.508113] [DEBUG] [LOCAL     ] Loaded configuration for PNW: 3 features, N/A% accuracy
[2025-11-16T05:17:11.508233] [INFO ] [LOCAL     ] PNW: Loaded 3 optimal features with 57.10% confidence from JSON config
[2025-11-16T05:17:11.508329] [DEBUG] [MAG       ] Building data for symbol: PNW with lookback: 0
[2025-11-16T05:17:11.509340] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:11.509472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:11.514301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:11.515204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:11.515859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:11.564585] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-11-16T05:17:11.565063] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=-4.40% (Conf=49.9748%)
[2025-11-16T05:17:11.565563] [INFO ] [main      ] Fetching symbol history for VIST...
[2025-11-16T05:17:11.565696] [DEBUG] [REMOTE    ] VIST: Fetching historical data.
[2025-11-16T05:17:11.565760] [INFO ] [main      ] Progress: 28/472 forecasts completed (5.9%). WMS finished in 0.7s. ETA: 1m 20s. Rate: 333.73 forecasts/min
[2025-11-16T05:17:11.579489] [DEBUG] [REMOTE    ] VIST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:11.580318] [DEBUG] [LOCAL     ] Loaded configuration for VIST: 2 features, N/A% accuracy
[2025-11-16T05:17:11.580440] [INFO ] [LOCAL     ] VIST: Loaded 2 optimal features with 55.20% confidence from JSON config
[2025-11-16T05:17:11.580536] [DEBUG] [MAG       ] Building data for symbol: VIST with lookback: 0
[2025-11-16T05:17:11.581495] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:11.581630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:11.639520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:11.640890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:11.659782] [DEBUG] [MAG       ] CMC: Last date is validated at 2025-11-14
[2025-11-16T05:17:11.837534] [DEBUG] [MAG       ] CMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:11.849012] [DEBUG] [MAG       ] PNW: Last date is validated at 2025-11-14
[2025-11-16T05:17:11.860204] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-11-14
[2025-11-16T05:17:11.951516] [INFO ] [LOCAL     ] CMC: Saved forecast.
[2025-11-16T05:17:11.951901] [INFO ] [main      ] CMC: Signal=1 (Conf=100.0%), Magnitude=-2.03% (Conf=49.975%)
[2025-11-16T05:17:11.952152] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-11-16T05:17:11.952500] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-11-16T05:17:11.952695] [INFO ] [main      ] Progress: 29/472 forecasts completed (6.1%). CMC finished in 0.7s. ETA: 1m 23s. Rate: 320.98 forecasts/min
[2025-11-16T05:17:11.964923] [DEBUG] [REMOTE    ] AZO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:11.965822] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-11-16T05:17:11.965943] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-11-16T05:17:11.966066] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-11-16T05:17:11.967195] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:11.967332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:11.972484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:11.974386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:11.975009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:11.975705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:11.976220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:11.977669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:12.006111] [DEBUG] [MAG       ] VIST: Last date is validated at 2025-11-14
[2025-11-16T05:17:12.014844] [DEBUG] [MAG       ] PNW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:12.026934] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:12.117117] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-11-16T05:17:12.117246] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=2.75% (Conf=36.1082%)
[2025-11-16T05:17:12.117505] [INFO ] [main      ] Fetching symbol history for MA...
[2025-11-16T05:17:12.117571] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-11-16T05:17:12.118733] [INFO ] [main      ] Progress: 30/472 forecasts completed (6.4%). GEL finished in 0.8s. ETA: 1m 22s. Rate: 322.18 forecasts/min
[2025-11-16T05:17:12.122531] [INFO ] [LOCAL     ] PNW: Saved forecast.
[2025-11-16T05:17:12.122731] [INFO ] [main      ] PNW: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=57.1009%)
[2025-11-16T05:17:12.123232] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-11-16T05:17:12.123354] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-11-16T05:17:12.124401] [INFO ] [main      ] Progress: 31/472 forecasts completed (6.6%). PNW finished in 0.6s. ETA: 1m 20s. Rate: 332.58 forecasts/min
[2025-11-16T05:17:12.134617] [DEBUG] [REMOTE    ] MA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:12.135751] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-11-16T05:17:12.135879] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-11-16T05:17:12.135982] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-11-16T05:17:12.137050] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:12.137189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:12.137286] [DEBUG] [REMOTE    ] PHK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:12.137971] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-11-16T05:17:12.138090] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-11-16T05:17:12.138144] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-11-16T05:17:12.139009] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:12.139140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:12.142777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:12.144044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:12.144877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:12.145935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:12.147299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:12.191381] [DEBUG] [MAG       ] VIST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:12.317285] [INFO ] [LOCAL     ] VIST: Saved forecast.
[2025-11-16T05:17:12.317410] [INFO ] [main      ] VIST: Signal=1 (Conf=90.0%), Magnitude=5.15% (Conf=55.1952%)
[2025-11-16T05:17:12.317961] [INFO ] [main      ] Progress: 32/472 forecasts completed (6.8%). VIST finished in 0.8s. ETA: 1m 20s. Rate: 331.83 forecasts/min
[2025-11-16T05:17:12.318147] [INFO ] [main      ] Fetching symbol history for WTTR...
[2025-11-16T05:17:12.318211] [DEBUG] [REMOTE    ] WTTR: Fetching historical data.
[2025-11-16T05:17:12.326639] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-11-14
[2025-11-16T05:17:12.333227] [DEBUG] [REMOTE    ] WTTR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:12.333946] [DEBUG] [LOCAL     ] Loaded configuration for WTTR: 4 features, N/A% accuracy
[2025-11-16T05:17:12.334020] [INFO ] [LOCAL     ] WTTR: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-11-16T05:17:12.334068] [DEBUG] [MAG       ] Building data for symbol: WTTR with lookback: 0
[2025-11-16T05:17:12.334974] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:12.335126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:12.340316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:12.341593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:12.386904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:17:12.388814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:12.492577] [DEBUG] [MAG       ] MA: Last date is validated at 2025-11-14
[2025-11-16T05:17:12.499621] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-11-14
[2025-11-16T05:17:12.502856] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:12.671610] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:12.680743] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:12.749029] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-11-16T05:17:12.749311] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=26.5154%)
[2025-11-16T05:17:12.749623] [INFO ] [main      ] Fetching symbol history for HYT...
[2025-11-16T05:17:12.750030] [DEBUG] [REMOTE    ] HYT: Fetching historical data.
[2025-11-16T05:17:12.750228] [INFO ] [main      ] Progress: 33/472 forecasts completed (7.0%). PHK finished in 0.6s. ETA: 1m 23s. Rate: 318.41 forecasts/min
[2025-11-16T05:17:12.754659] [DEBUG] [MAG       ] WTTR: Last date is validated at 2025-11-14
[2025-11-16T05:17:12.756170] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-11-16T05:17:12.756525] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-2.67% (Conf=52.3278%)
[2025-11-16T05:17:12.756852] [INFO ] [main      ] Fetching symbol history for BIT...
[2025-11-16T05:17:12.757267] [DEBUG] [REMOTE    ] BIT: Fetching historical data.
[2025-11-16T05:17:12.758452] [INFO ] [main      ] Progress: 34/472 forecasts completed (7.2%). AZO finished in 0.8s. ETA: 1m 20s. Rate: 327.62 forecasts/min
[2025-11-16T05:17:12.766445] [DEBUG] [REMOTE    ] HYT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:12.767127] [DEBUG] [LOCAL     ] Loaded configuration for HYT: 8 features, N/A% accuracy
[2025-11-16T05:17:12.767218] [INFO ] [LOCAL     ] HYT: Loaded 8 optimal features with 52.78% confidence from JSON config
[2025-11-16T05:17:12.767274] [DEBUG] [MAG       ] Building data for symbol: HYT with lookback: 0
[2025-11-16T05:17:12.768353] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:12.768604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:12.771103] [DEBUG] [REMOTE    ] BIT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:12.771790] [DEBUG] [LOCAL     ] Loaded configuration for BIT: 2 features, N/A% accuracy
[2025-11-16T05:17:12.771915] [INFO ] [LOCAL     ] BIT: Loaded 2 optimal features with 56.32% confidence from JSON config
[2025-11-16T05:17:12.772016] [DEBUG] [MAG       ] Building data for symbol: BIT with lookback: 0
[2025-11-16T05:17:12.773047] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:12.773207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:12.774105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:12.775032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:12.777613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:12.778790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:12.779101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:12.779864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:12.856933] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-11-16T05:17:12.857288] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=-0.76% (Conf=57.4444%)
[2025-11-16T05:17:12.857899] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-11-16T05:17:12.858038] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-11-16T05:17:12.858759] [INFO ] [main      ] Progress: 35/472 forecasts completed (7.4%). MA finished in 0.7s. ETA: 1m 19s. Rate: 331.91 forecasts/min
[2025-11-16T05:17:12.873186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:12.874344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:12.874275] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:12.875061] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-11-16T05:17:12.875204] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-11-16T05:17:12.875317] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-11-16T05:17:12.875477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:17:12.876459] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:12.876619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:12.880267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:12.882404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:12.884473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:12.885136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:12.885576] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:12.888761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:12.890361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:12.932510] [DEBUG] [MAG       ] WTTR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:13.020211] [INFO ] [LOCAL     ] WTTR: Saved forecast.
[2025-11-16T05:17:13.020577] [INFO ] [main      ] WTTR: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=58.5027%)
[2025-11-16T05:17:13.020874] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-11-16T05:17:13.021242] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-11-16T05:17:13.022752] [INFO ] [main      ] Progress: 36/472 forecasts completed (7.6%). WTTR finished in 0.7s. ETA: 1m 19s. Rate: 332.77 forecasts/min
[2025-11-16T05:17:13.036454] [DEBUG] [REMOTE    ] NXE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:13.037254] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-11-16T05:17:13.037673] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-11-16T05:17:13.037785] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-11-16T05:17:13.038822] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:13.038957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:13.044312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:13.092254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:13.141533] [DEBUG] [MAG       ] BIT: Last date is validated at 2025-11-14
[2025-11-16T05:17:13.220291] [DEBUG] [MAG       ] HYT: Last date is validated at 2025-11-14
[2025-11-16T05:17:13.238464] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-11-14
[2025-11-16T05:17:13.315363] [DEBUG] [MAG       ] BIT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:13.379700] [INFO ] [LOCAL     ] BIT: Saved forecast.
[2025-11-16T05:17:13.380015] [INFO ] [main      ] BIT: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=56.3163%)
[2025-11-16T05:17:13.380277] [INFO ] [main      ] Fetching symbol history for SOR...
[2025-11-16T05:17:13.380418] [DEBUG] [REMOTE    ] SOR: Fetching historical data.
[2025-11-16T05:17:13.381294] [INFO ] [main      ] Progress: 37/472 forecasts completed (7.8%). BIT finished in 0.6s. ETA: 1m 21s. Rate: 324.11 forecasts/min
[2025-11-16T05:17:13.389483] [DEBUG] [MAG       ] HYT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:13.392870] [DEBUG] [REMOTE    ] SOR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:13.393668] [DEBUG] [LOCAL     ] Loaded configuration for SOR: 8 features, N/A% accuracy
[2025-11-16T05:17:13.393800] [INFO ] [LOCAL     ] SOR: Loaded 8 optimal features with 62.63% confidence from JSON config
[2025-11-16T05:17:13.393903] [DEBUG] [MAG       ] Building data for symbol: SOR with lookback: 0
[2025-11-16T05:17:13.394846] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:13.395000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:13.395859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:13.398665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:13.401174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:13.404626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:13.405985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:13.407712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:17:13.409092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:13.410701] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:13.411047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:13.451754] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-11-14
[2025-11-16T05:17:13.462156] [INFO ] [LOCAL     ] HYT: Saved forecast.
[2025-11-16T05:17:13.462272] [INFO ] [main      ] HYT: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=52.7845%)
[2025-11-16T05:17:13.462555] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-11-16T05:17:13.462627] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-11-16T05:17:13.463731] [INFO ] [main      ] Progress: 38/472 forecasts completed (8.1%). HYT finished in 0.7s. ETA: 1m 19s. Rate: 328.91 forecasts/min
[2025-11-16T05:17:13.477711] [DEBUG] [REMOTE    ] NATL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:13.478356] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-11-16T05:17:13.478433] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-11-16T05:17:13.478482] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-11-16T05:17:13.479406] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:13.479500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:13.480359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:13.483176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:13.483710] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-11-16T05:17:13.484014] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=2.65% (Conf=42.0612%)
[2025-11-16T05:17:13.484250] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-11-16T05:17:13.484310] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-11-16T05:17:13.484125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:13.484770] [INFO ] [main      ] Progress: 39/472 forecasts completed (8.3%). DOUG finished in 0.6s. ETA: 1m 17s. Rate: 336.55 forecasts/min
[2025-11-16T05:17:13.487666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:13.489265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:13.500104] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:13.501165] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-11-16T05:17:13.501287] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-11-16T05:17:13.501386] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-11-16T05:17:13.502374] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:13.502508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:13.507772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:13.509826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:13.510424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:13.510950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:13.630436] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:13.707239] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-11-16T05:17:13.707577] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=53.3323%)
[2025-11-16T05:17:13.708080] [INFO ] [main      ] Fetching symbol history for IDE...
[2025-11-16T05:17:13.708303] [INFO ] [main      ] Progress: 40/472 forecasts completed (8.5%). NXE finished in 0.7s. ETA: 1m 18s. Rate: 334.42 forecasts/min
[2025-11-16T05:17:13.708196] [DEBUG] [REMOTE    ] IDE: Fetching historical data.
[2025-11-16T05:17:13.723207] [DEBUG] [REMOTE    ] IDE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:13.724122] [DEBUG] [LOCAL     ] Loaded configuration for IDE: 8 features, N/A% accuracy
[2025-11-16T05:17:13.724187] [INFO ] [LOCAL     ] IDE: Loaded 8 optimal features with 42.90% confidence from JSON config
[2025-11-16T05:17:13.724224] [DEBUG] [MAG       ] Building data for symbol: IDE with lookback: 0
[2025-11-16T05:17:13.725150] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:13.725231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:13.727057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:13.727625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:13.728457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:13.729439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:13.761760] [DEBUG] [MAG       ] SOR: Last date is validated at 2025-11-14
[2025-11-16T05:17:13.829700] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-11-14
[2025-11-16T05:17:13.853361] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-11-14
[2025-11-16T05:17:13.864902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:13.868910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:17:13.870749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:13.872519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:13.934702] [DEBUG] [MAG       ] SOR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:14.002430] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:14.022697] [INFO ] [LOCAL     ] SOR: Saved forecast.
[2025-11-16T05:17:14.022444] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:14.022878] [INFO ] [main      ] SOR: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=62.6293%)
[2025-11-16T05:17:14.023119] [INFO ] [main      ] Fetching symbol history for ECC...
[2025-11-16T05:17:14.023387] [DEBUG] [REMOTE    ] ECC: Fetching historical data.
[2025-11-16T05:17:14.024839] [INFO ] [main      ] Progress: 41/472 forecasts completed (8.7%). SOR finished in 0.6s. ETA: 1m 19s. Rate: 328.30 forecasts/min
[2025-11-16T05:17:14.036359] [DEBUG] [REMOTE    ] ECC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:14.036962] [DEBUG] [LOCAL     ] Loaded configuration for ECC: 6 features, N/A% accuracy
[2025-11-16T05:17:14.037023] [INFO ] [LOCAL     ] ECC: Loaded 6 optimal features with 60.37% confidence from JSON config
[2025-11-16T05:17:14.037061] [DEBUG] [MAG       ] Building data for symbol: ECC with lookback: 0
[2025-11-16T05:17:14.037910] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:14.037988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:14.042929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:14.044756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:14.045253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:14.045700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:14.046449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:14.095392] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-11-16T05:17:14.095692] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=-3.34% (Conf=62.9904%)
[2025-11-16T05:17:14.095996] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-11-16T05:17:14.096110] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-11-16T05:17:14.096508] [INFO ] [main      ] Progress: 42/472 forecasts completed (8.9%). VTEX finished in 0.6s. ETA: 1m 17s. Rate: 333.13 forecasts/min
[2025-11-16T05:17:14.105793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:14.109953] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-11-16T05:17:14.110076] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=57.2769%)
[2025-11-16T05:17:14.110336] [INFO ] [main      ] Fetching symbol history for SQNS...
[2025-11-16T05:17:14.110389] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2025-11-16T05:17:14.110981] [INFO ] [main      ] Progress: 43/472 forecasts completed (9.1%). NATL finished in 0.6s. ETA: 1m 16s. Rate: 340.41 forecasts/min
[2025-11-16T05:17:14.112482] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:14.113687] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-11-16T05:17:14.113753] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-11-16T05:17:14.113799] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-11-16T05:17:14.114811] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:14.115083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:14.120164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:14.122404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:14.123150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:14.123608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:14.126255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:14.126547] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:14.127279] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2025-11-16T05:17:14.127401] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2025-11-16T05:17:14.127498] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2025-11-16T05:17:14.128143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:14.128473] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:14.128614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:14.129292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:14.133909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:14.135897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:14.136483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:14.137033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:14.138024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:14.140578] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:14.220379] [DEBUG] [MAG       ] IDE: Last date is validated at 2025-11-14
[2025-11-16T05:17:14.271002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:14.272624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:14.274092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:14.393283] [DEBUG] [MAG       ] IDE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:14.447550] [DEBUG] [MAG       ] ECC: Last date is validated at 2025-11-14
[2025-11-16T05:17:14.479089] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-11-14
[2025-11-16T05:17:14.541516] [INFO ] [LOCAL     ] IDE: Saved forecast.
[2025-11-16T05:17:14.541904] [INFO ] [main      ] IDE: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=42.9049%)
[2025-11-16T05:17:14.542383] [INFO ] [main      ] Fetching symbol history for FVRR...
[2025-11-16T05:17:14.542560] [DEBUG] [REMOTE    ] FVRR: Fetching historical data.
[2025-11-16T05:17:14.543805] [INFO ] [main      ] Progress: 44/472 forecasts completed (9.3%). IDE finished in 0.8s. ETA: 1m 18s. Rate: 329.51 forecasts/min
[2025-11-16T05:17:14.558067] [DEBUG] [REMOTE    ] FVRR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:14.559025] [DEBUG] [LOCAL     ] Loaded configuration for FVRR: 5 features, N/A% accuracy
[2025-11-16T05:17:14.559091] [INFO ] [LOCAL     ] FVRR: Loaded 5 optimal features with 48.07% confidence from JSON config
[2025-11-16T05:17:14.559130] [DEBUG] [MAG       ] Building data for symbol: FVRR with lookback: 0
[2025-11-16T05:17:14.560040] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:14.560120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:14.562005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:14.562560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:14.563007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:14.563979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:14.566114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:14.623016] [DEBUG] [MAG       ] SQNS: Last date is validated at 2025-11-14
[2025-11-16T05:17:14.623143] [DEBUG] [MAG       ] ECC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:14.652244] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:14.690471] [INFO ] [LOCAL     ] ECC: Saved forecast.
[2025-11-16T05:17:14.690827] [INFO ] [main      ] ECC: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=60.3684%)
[2025-11-16T05:17:14.691268] [INFO ] [main      ] Fetching symbol history for PHR...
[2025-11-16T05:17:14.691393] [DEBUG] [REMOTE    ] PHR: Fetching historical data.
[2025-11-16T05:17:14.691772] [INFO ] [main      ] Progress: 45/472 forecasts completed (9.5%). ECC finished in 0.7s. ETA: 1m 17s. Rate: 330.88 forecasts/min
[2025-11-16T05:17:14.704343] [DEBUG] [REMOTE    ] PHR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:14.705317] [DEBUG] [LOCAL     ] Loaded configuration for PHR: 6 features, N/A% accuracy
[2025-11-16T05:17:14.705462] [INFO ] [LOCAL     ] PHR: Loaded 6 optimal features with 60.79% confidence from JSON config
[2025-11-16T05:17:14.705577] [DEBUG] [MAG       ] Building data for symbol: PHR with lookback: 0
[2025-11-16T05:17:14.706558] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:14.707162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:14.709830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:14.710477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:14.712970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:14.797739] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:14.800519] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-11-16T05:17:14.800877] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=39.2888%)
[2025-11-16T05:17:14.801473] [INFO ] [main      ] Fetching symbol history for ZETA...
[2025-11-16T05:17:14.801597] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2025-11-16T05:17:14.801761] [INFO ] [main      ] Progress: 46/472 forecasts completed (9.7%). MSGS finished in 0.7s. ETA: 1m 17s. Rate: 333.74 forecasts/min
[2025-11-16T05:17:14.817429] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:14.818486] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2025-11-16T05:17:14.818616] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2025-11-16T05:17:14.818741] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2025-11-16T05:17:14.819822] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:14.819970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:14.821138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:14.839850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:14.841675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:14.844469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:14.912366] [DEBUG] [MAG       ] FVRR: Last date is validated at 2025-11-14
[2025-11-16T05:17:14.949709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:14.987269] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2025-11-16T05:17:14.987413] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=-7.84% (Conf=41.0619%)
[2025-11-16T05:17:14.987828] [INFO ] [main      ] Fetching symbol history for CTRE...
[2025-11-16T05:17:14.988212] [DEBUG] [REMOTE    ] CTRE: Fetching historical data.
[2025-11-16T05:17:14.988415] [INFO ] [main      ] Progress: 47/472 forecasts completed (10.0%). SQNS finished in 0.9s. ETA: 1m 16s. Rate: 333.47 forecasts/min
[2025-11-16T05:17:14.995932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:14.997198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:15.005530] [DEBUG] [REMOTE    ] CTRE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:15.006256] [DEBUG] [LOCAL     ] Loaded configuration for CTRE: 5 features, N/A% accuracy
[2025-11-16T05:17:15.006471] [INFO ] [LOCAL     ] CTRE: Loaded 5 optimal features with 54.19% confidence from JSON config
[2025-11-16T05:17:15.006579] [DEBUG] [MAG       ] Building data for symbol: CTRE with lookback: 0
[2025-11-16T05:17:15.008000] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:15.008142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:15.010100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:15.010799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:15.011295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:15.011736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:15.014287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:15.086731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:15.087159] [DEBUG] [MAG       ] FVRR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:15.185797] [DEBUG] [MAG       ] PHR: Last date is validated at 2025-11-14
[2025-11-16T05:17:15.198789] [INFO ] [LOCAL     ] FVRR: Saved forecast.
[2025-11-16T05:17:15.199087] [INFO ] [main      ] FVRR: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=48.0739%)
[2025-11-16T05:17:15.199373] [INFO ] [main      ] Fetching symbol history for EIG...
[2025-11-16T05:17:15.199732] [DEBUG] [REMOTE    ] EIG: Fetching historical data.
[2025-11-16T05:17:15.200806] [INFO ] [main      ] Progress: 48/472 forecasts completed (10.2%). FVRR finished in 0.7s. ETA: 1m 17s. Rate: 332.22 forecasts/min
[2025-11-16T05:17:15.214864] [DEBUG] [REMOTE    ] EIG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:15.215797] [DEBUG] [LOCAL     ] Loaded configuration for EIG: 2 features, N/A% accuracy
[2025-11-16T05:17:15.215924] [INFO ] [LOCAL     ] EIG: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-11-16T05:17:15.216039] [DEBUG] [MAG       ] Building data for symbol: EIG with lookback: 0
[2025-11-16T05:17:15.217267] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:15.217440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:15.222984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:15.224211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:15.360024] [DEBUG] [MAG       ] PHR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:15.394688] [DEBUG] [MAG       ] CTRE: Last date is validated at 2025-11-14
[2025-11-16T05:17:15.437382] [DEBUG] [MAG       ] ZETA: Last date is validated at 2025-11-14
[2025-11-16T05:17:15.461612] [INFO ] [LOCAL     ] PHR: Saved forecast.
[2025-11-16T05:17:15.461942] [INFO ] [main      ] PHR: Signal=1 (Conf=90.0%), Magnitude=2.53% (Conf=60.793%)
[2025-11-16T05:17:15.462178] [INFO ] [main      ] Fetching symbol history for KIO...
[2025-11-16T05:17:15.462291] [DEBUG] [REMOTE    ] KIO: Fetching historical data.
[2025-11-16T05:17:15.463050] [INFO ] [main      ] Progress: 49/472 forecasts completed (10.4%). PHR finished in 0.8s. ETA: 1m 17s. Rate: 329.18 forecasts/min
[2025-11-16T05:17:15.479101] [DEBUG] [REMOTE    ] KIO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:15.479956] [DEBUG] [LOCAL     ] Loaded configuration for KIO: 8 features, N/A% accuracy
[2025-11-16T05:17:15.480058] [INFO ] [LOCAL     ] KIO: Loaded 8 optimal features with 53.93% confidence from JSON config
[2025-11-16T05:17:15.480121] [DEBUG] [MAG       ] Building data for symbol: KIO with lookback: 0
[2025-11-16T05:17:15.481179] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:15.481278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:15.483232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:15.483904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:15.484355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:15.486906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:15.544358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:15.546419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:17:15.547189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:15.550060] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:15.574061] [DEBUG] [MAG       ] EIG: Last date is validated at 2025-11-14
[2025-11-16T05:17:15.587078] [DEBUG] [MAG       ] CTRE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:15.608151] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:15.675847] [INFO ] [LOCAL     ] CTRE: Saved forecast.
[2025-11-16T05:17:15.676142] [INFO ] [main      ] CTRE: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=54.1858%)
[2025-11-16T05:17:15.676754] [INFO ] [main      ] Fetching symbol history for BFH...
[2025-11-16T05:17:15.676872] [DEBUG] [REMOTE    ] BFH: Fetching historical data.
[2025-11-16T05:17:15.676929] [INFO ] [main      ] Progress: 50/472 forecasts completed (10.6%). CTRE finished in 0.7s. ETA: 1m 17s. Rate: 328.04 forecasts/min
[2025-11-16T05:17:15.691294] [DEBUG] [REMOTE    ] BFH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:15.692357] [DEBUG] [LOCAL     ] Loaded configuration for BFH: 7 features, N/A% accuracy
[2025-11-16T05:17:15.692478] [INFO ] [LOCAL     ] BFH: Loaded 7 optimal features with 48.42% confidence from JSON config
[2025-11-16T05:17:15.692579] [DEBUG] [MAG       ] Building data for symbol: BFH with lookback: 0
[2025-11-16T05:17:15.693574] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:15.693732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:15.698773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:15.701451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:15.702584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:15.704358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:15.704982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:15.706777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:17:15.709036] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:15.730056] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2025-11-16T05:17:15.730439] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=4.41% (Conf=46.0024%)
[2025-11-16T05:17:15.730961] [INFO ] [main      ] Fetching symbol history for OBDC...
[2025-11-16T05:17:15.731164] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2025-11-16T05:17:15.731759] [INFO ] [main      ] Progress: 51/472 forecasts completed (10.8%). ZETA finished in 0.9s. ETA: 1m 16s. Rate: 332.61 forecasts/min
[2025-11-16T05:17:15.743231] [DEBUG] [MAG       ] EIG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:15.744184] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:15.744815] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2025-11-16T05:17:15.744871] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2025-11-16T05:17:15.744909] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2025-11-16T05:17:15.745790] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:15.745883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:15.746973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:15.747897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:17:15.750078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:17:15.750887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:15.842169] [INFO ] [LOCAL     ] EIG: Saved forecast.
[2025-11-16T05:17:15.842430] [INFO ] [main      ] EIG: Signal=1 (Conf=90.0%), Magnitude=3.15% (Conf=50.6952%)
[2025-11-16T05:17:15.842944] [INFO ] [main      ] Fetching symbol history for PPT...
[2025-11-16T05:17:15.843008] [DEBUG] [REMOTE    ] PPT: Fetching historical data.
[2025-11-16T05:17:15.843906] [INFO ] [main      ] Progress: 52/472 forecasts completed (11.0%). EIG finished in 0.6s. ETA: 1m 15s. Rate: 335.05 forecasts/min
[2025-11-16T05:17:15.855353] [DEBUG] [REMOTE    ] PPT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:15.856189] [DEBUG] [LOCAL     ] Loaded configuration for PPT: 3 features, N/A% accuracy
[2025-11-16T05:17:15.856268] [INFO ] [LOCAL     ] PPT: Loaded 3 optimal features with 22.98% confidence from JSON config
[2025-11-16T05:17:15.856316] [DEBUG] [MAG       ] Building data for symbol: PPT with lookback: 0
[2025-11-16T05:17:15.857187] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:15.857273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:15.890940] [DEBUG] [MAG       ] KIO: Last date is validated at 2025-11-14
[2025-11-16T05:17:15.902828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:15.905287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:17:15.908094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:16.061111] [DEBUG] [MAG       ] BFH: Last date is validated at 2025-11-14
[2025-11-16T05:17:16.071957] [DEBUG] [MAG       ] KIO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:16.086209] [DEBUG] [MAG       ] OBDC: Last date is validated at 2025-11-14
[2025-11-16T05:17:16.144490] [INFO ] [LOCAL     ] KIO: Saved forecast.
[2025-11-16T05:17:16.144842] [INFO ] [main      ] KIO: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=53.9316%)
[2025-11-16T05:17:16.145432] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-11-16T05:17:16.145582] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-11-16T05:17:16.146723] [INFO ] [main      ] Progress: 53/472 forecasts completed (11.2%). KIO finished in 0.7s. ETA: 1m 16s. Rate: 330.74 forecasts/min
[2025-11-16T05:17:16.160462] [DEBUG] [REMOTE    ] AAP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:16.161336] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-11-16T05:17:16.161463] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-11-16T05:17:16.161570] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-11-16T05:17:16.162589] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:16.162770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:16.163848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:16.165022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:16.224293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:17:16.229357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:16.230883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:16.237526] [DEBUG] [MAG       ] BFH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:16.256711] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:16.264910] [DEBUG] [MAG       ] PPT: Last date is validated at 2025-11-14
[2025-11-16T05:17:16.330172] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2025-11-16T05:17:16.330491] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=48.7647%)
[2025-11-16T05:17:16.330751] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-11-16T05:17:16.331064] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-11-16T05:17:16.332752] [INFO ] [main      ] Progress: 54/472 forecasts completed (11.4%). OBDC finished in 0.6s. ETA: 1m 16s. Rate: 330.58 forecasts/min
[2025-11-16T05:17:16.343923] [DEBUG] [REMOTE    ] LHX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:16.344675] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-11-16T05:17:16.344795] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-11-16T05:17:16.344898] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-11-16T05:17:16.345807] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:16.345947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:16.346823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:16.347853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:17:16.348625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:17:16.349433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:16.350728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:16.365110] [INFO ] [LOCAL     ] BFH: Saved forecast.
[2025-11-16T05:17:16.365266] [INFO ] [main      ] BFH: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=48.4212%)
[2025-11-16T05:17:16.365693] [INFO ] [main      ] Fetching symbol history for REVG...
[2025-11-16T05:17:16.365818] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2025-11-16T05:17:16.366031] [INFO ] [main      ] Progress: 55/472 forecasts completed (11.7%). BFH finished in 0.7s. ETA: 1m 15s. Rate: 335.56 forecasts/min
[2025-11-16T05:17:16.380356] [DEBUG] [REMOTE    ] REVG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:16.381155] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2025-11-16T05:17:16.381227] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2025-11-16T05:17:16.381330] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2025-11-16T05:17:16.382300] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:17:16.382397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:16.387527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:16.389495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:16.390038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:16.390584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:16.391080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:16.391957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:16.393046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:17:16.393860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:16.395152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:17:16.397362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:16.434606] [DEBUG] [MAG       ] PPT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:16.497211] [INFO ] [LOCAL     ] PPT: Saved forecast.
[2025-11-16T05:17:16.497492] [INFO ] [main      ] PPT: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=22.9759%)
[2025-11-16T05:17:16.497758] [INFO ] [main      ] Fetching symbol history for IGR...
[2025-11-16T05:17:16.498098] [DEBUG] [REMOTE    ] IGR: Fetching historical data.
[2025-11-16T05:17:16.498800] [INFO ] [main      ] Progress: 56/472 forecasts completed (11.9%). PPT finished in 0.7s. ETA: 1m 14s. Rate: 337.11 forecasts/min
[2025-11-16T05:17:16.510999] [DEBUG] [REMOTE    ] IGR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:16.511739] [DEBUG] [LOCAL     ] Loaded configuration for IGR: 3 features, N/A% accuracy
[2025-11-16T05:17:16.511810] [INFO ] [LOCAL     ] IGR: Loaded 3 optimal features with 49.39% confidence from JSON config
[2025-11-16T05:17:16.511912] [DEBUG] [MAG       ] Building data for symbol: IGR with lookback: 0
[2025-11-16T05:17:16.512782] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:16.512864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:16.514634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:16.515243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:16.515672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:16.577264] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-11-14
[2025-11-16T05:17:16.688944] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-11-14
[2025-11-16T05:17:16.745976] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-11-14
[2025-11-16T05:17:16.748609] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:16.855689] [DEBUG] [MAG       ] IGR: Last date is validated at 2025-11-14
[2025-11-16T05:17:16.864503] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:16.882590] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-11-16T05:17:16.882769] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=1.17% (Conf=47.8253%)
[2025-11-16T05:17:16.883030] [INFO ] [main      ] Fetching symbol history for BCS...
[2025-11-16T05:17:16.883335] [DEBUG] [REMOTE    ] BCS: Fetching historical data.
[2025-11-16T05:17:16.884529] [INFO ] [main      ] Progress: 57/472 forecasts completed (12.1%). AAP finished in 0.7s. ETA: 1m 15s. Rate: 330.35 forecasts/min
[2025-11-16T05:17:16.898333] [DEBUG] [REMOTE    ] BCS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:16.899127] [DEBUG] [LOCAL     ] Loaded configuration for BCS: 3 features, N/A% accuracy
[2025-11-16T05:17:16.899500] [INFO ] [LOCAL     ] BCS: Loaded 3 optimal features with 61.09% confidence from JSON config
[2025-11-16T05:17:16.899613] [DEBUG] [MAG       ] Building data for symbol: BCS with lookback: 0
[2025-11-16T05:17:16.900603] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:16.900766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:16.905796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:16.906759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:16.908448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:16.921969] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:16.999915] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-11-16T05:17:17.000190] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=57.9642%)
[2025-11-16T05:17:17.000674] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-11-16T05:17:17.000787] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-11-16T05:17:17.000760] [INFO ] [main      ] Progress: 58/472 forecasts completed (12.3%). LHX finished in 0.7s. ETA: 1m 15s. Rate: 332.41 forecasts/min
[2025-11-16T05:17:17.013536] [DEBUG] [REMOTE    ] TNL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:17.014112] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-11-16T05:17:17.014200] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-11-16T05:17:17.014248] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-11-16T05:17:17.015072] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:17.015284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:17.020139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:17.021065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:17.024735] [DEBUG] [MAG       ] IGR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:17.049869] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2025-11-16T05:17:17.049994] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=46.1566%)
[2025-11-16T05:17:17.050232] [INFO ] [main      ] Fetching symbol history for TSE...
[2025-11-16T05:17:17.050287] [DEBUG] [REMOTE    ] TSE: Fetching historical data.
[2025-11-16T05:17:17.051757] [INFO ] [main      ] Progress: 59/472 forecasts completed (12.5%). REVG finished in 0.7s. ETA: 1m 14s. Rate: 336.50 forecasts/min
[2025-11-16T05:17:17.065274] [DEBUG] [REMOTE    ] TSE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:17.066110] [DEBUG] [LOCAL     ] Loaded configuration for TSE: 2 features, N/A% accuracy
[2025-11-16T05:17:17.066246] [INFO ] [LOCAL     ] TSE: Loaded 2 optimal features with 58.30% confidence from JSON config
[2025-11-16T05:17:17.066349] [DEBUG] [MAG       ] Building data for symbol: TSE with lookback: 0
[2025-11-16T05:17:17.067410] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:17.067550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:17.069690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:17.070359] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:17.085302] [INFO ] [LOCAL     ] IGR: Saved forecast.
[2025-11-16T05:17:17.085453] [INFO ] [main      ] IGR: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=49.391%)
[2025-11-16T05:17:17.085864] [INFO ] [main      ] Fetching symbol history for PRM...
[2025-11-16T05:17:17.085930] [DEBUG] [REMOTE    ] PRM: Fetching historical data.
[2025-11-16T05:17:17.086979] [INFO ] [main      ] Progress: 60/472 forecasts completed (12.7%). IGR finished in 0.6s. ETA: 1m 12s. Rate: 341.06 forecasts/min
[2025-11-16T05:17:17.098876] [DEBUG] [REMOTE    ] PRM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:17.099631] [DEBUG] [LOCAL     ] Loaded configuration for PRM: 7 features, N/A% accuracy
[2025-11-16T05:17:17.099769] [INFO ] [LOCAL     ] PRM: Loaded 7 optimal features with 52.39% confidence from JSON config
[2025-11-16T05:17:17.099873] [DEBUG] [MAG       ] Building data for symbol: PRM with lookback: 0
[2025-11-16T05:17:17.100749] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:17.100884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:17.105814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:17.107737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:17.108243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:17.108784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:17.109289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:17.110975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:17.112515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:17.256069] [DEBUG] [MAG       ] BCS: Last date is validated at 2025-11-14
[2025-11-16T05:17:17.356090] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-11-14
[2025-11-16T05:17:17.416501] [DEBUG] [MAG       ] TSE: Last date is validated at 2025-11-14
[2025-11-16T05:17:17.434505] [DEBUG] [MAG       ] BCS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:17.449454] [DEBUG] [MAG       ] PRM: Last date is validated at 2025-11-14
[2025-11-16T05:17:17.517132] [INFO ] [LOCAL     ] BCS: Saved forecast.
[2025-11-16T05:17:17.517410] [INFO ] [main      ] BCS: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=61.0931%)
[2025-11-16T05:17:17.517733] [INFO ] [main      ] Fetching symbol history for PARR...
[2025-11-16T05:17:17.518084] [DEBUG] [REMOTE    ] PARR: Fetching historical data.
[2025-11-16T05:17:17.518764] [INFO ] [main      ] Progress: 61/472 forecasts completed (12.9%). BCS finished in 0.6s. ETA: 1m 14s. Rate: 333.12 forecasts/min
[2025-11-16T05:17:17.526633] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:17.531939] [DEBUG] [REMOTE    ] PARR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:17.532683] [DEBUG] [LOCAL     ] Loaded configuration for PARR: 4 features, N/A% accuracy
[2025-11-16T05:17:17.532756] [INFO ] [LOCAL     ] PARR: Loaded 4 optimal features with 64.50% confidence from JSON config
[2025-11-16T05:17:17.532950] [DEBUG] [MAG       ] Building data for symbol: PARR with lookback: 0
[2025-11-16T05:17:17.533923] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:17.534068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:17.539425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:17.586631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:17.588186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:17.589965] [DEBUG] [MAG       ] TSE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:17.590371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:17.623623] [DEBUG] [MAG       ] PRM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:17.632262] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-11-16T05:17:17.632405] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=60.697%)
[2025-11-16T05:17:17.632804] [INFO ] [main      ] Fetching symbol history for VSTS...
[2025-11-16T05:17:17.632871] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2025-11-16T05:17:17.634253] [INFO ] [main      ] Progress: 62/472 forecasts completed (13.1%). TNL finished in 0.6s. ETA: 1m 13s. Rate: 335.06 forecasts/min
[2025-11-16T05:17:17.645677] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:17.646676] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2025-11-16T05:17:17.646800] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2025-11-16T05:17:17.646899] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2025-11-16T05:17:17.647856] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:17.647993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:17.652940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:17.653904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:17.655835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:17.656394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:17.657602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:17:17.659788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:17:17.662753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:17.664193] [INFO ] [LOCAL     ] TSE: Saved forecast.
[2025-11-16T05:17:17.664528] [INFO ] [main      ] TSE: Signal=1 (Conf=90.0%), Magnitude=11.34% (Conf=58.3041%)
[2025-11-16T05:17:17.665142] [INFO ] [main      ] Progress: 63/472 forecasts completed (13.3%). TSE finished in 0.6s. ETA: 1m 12s. Rate: 339.52 forecasts/min
[2025-11-16T05:17:17.665417] [INFO ] [main      ] Fetching symbol history for OLN...
[2025-11-16T05:17:17.665528] [DEBUG] [REMOTE    ] OLN: Fetching historical data.
[2025-11-16T05:17:17.679821] [DEBUG] [REMOTE    ] OLN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:17.680631] [DEBUG] [LOCAL     ] Loaded configuration for OLN: 7 features, N/A% accuracy
[2025-11-16T05:17:17.680786] [INFO ] [LOCAL     ] OLN: Loaded 7 optimal features with 63.29% confidence from JSON config
[2025-11-16T05:17:17.680890] [DEBUG] [MAG       ] Building data for symbol: OLN with lookback: 0
[2025-11-16T05:17:17.681856] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:17.681997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:17.687075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:17.688994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:17.689571] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:17.690057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:17.691060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:17.693732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:17.717596] [INFO ] [LOCAL     ] PRM: Saved forecast.
[2025-11-16T05:17:17.718042] [INFO ] [main      ] PRM: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=52.3889%)
[2025-11-16T05:17:17.718619] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-11-16T05:17:17.718777] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-11-16T05:17:17.718779] [INFO ] [main      ] Progress: 64/472 forecasts completed (13.6%). PRM finished in 0.6s. ETA: 1m 11s. Rate: 343.26 forecasts/min
[2025-11-16T05:17:17.731067] [DEBUG] [REMOTE    ] BFK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:17.731696] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-11-16T05:17:17.732030] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-11-16T05:17:17.732092] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-11-16T05:17:17.732961] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:17.733053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:17.733834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:17.735462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:17.736245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:17.742758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:17.933724] [DEBUG] [MAG       ] PARR: Last date is validated at 2025-11-14
[2025-11-16T05:17:18.003585] [DEBUG] [MAG       ] VSTS: Last date is validated at 2025-11-14
[2025-11-16T05:17:18.069896] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-11-14
[2025-11-16T05:17:18.102880] [DEBUG] [MAG       ] PARR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:18.104911] [DEBUG] [MAG       ] OLN: Last date is validated at 2025-11-14
[2025-11-16T05:17:18.174494] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:18.209593] [INFO ] [LOCAL     ] PARR: Saved forecast.
[2025-11-16T05:17:18.209952] [INFO ] [main      ] PARR: Signal=1 (Conf=90.0%), Magnitude=0.94% (Conf=64.5044%)
[2025-11-16T05:17:18.210439] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-11-16T05:17:18.210562] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-11-16T05:17:18.211760] [INFO ] [main      ] Progress: 65/472 forecasts completed (13.8%). PARR finished in 0.7s. ETA: 1m 13s. Rate: 333.91 forecasts/min
[2025-11-16T05:17:18.223432] [DEBUG] [REMOTE    ] MBC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:18.224392] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-11-16T05:17:18.224534] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-11-16T05:17:18.224634] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-11-16T05:17:18.225514] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:18.225664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:18.226466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:17:18.232189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:18.237241] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:18.270371] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2025-11-16T05:17:18.270724] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=-3.78% (Conf=54.9689%)
[2025-11-16T05:17:18.270979] [INFO ] [main      ] Fetching symbol history for GWW...
[2025-11-16T05:17:18.271097] [DEBUG] [REMOTE    ] GWW: Fetching historical data.
[2025-11-16T05:17:18.272081] [INFO ] [main      ] Progress: 66/472 forecasts completed (14.0%). VSTS finished in 0.6s. ETA: 1m 12s. Rate: 337.30 forecasts/min
[2025-11-16T05:17:18.283994] [DEBUG] [MAG       ] OLN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:18.284343] [DEBUG] [REMOTE    ] GWW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:18.285334] [DEBUG] [LOCAL     ] Loaded configuration for GWW: 3 features, N/A% accuracy
[2025-11-16T05:17:18.285459] [INFO ] [LOCAL     ] GWW: Loaded 3 optimal features with 50.02% confidence from JSON config
[2025-11-16T05:17:18.285560] [DEBUG] [MAG       ] Building data for symbol: GWW with lookback: 0
[2025-11-16T05:17:18.286465] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:18.286621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:18.291802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:18.292913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:18.294598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:18.297574] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-11-16T05:17:18.297872] [INFO ] [main      ] BFK: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=46.1078%)
[2025-11-16T05:17:18.298296] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-11-16T05:17:18.298412] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-11-16T05:17:18.298732] [INFO ] [main      ] Progress: 67/472 forecasts completed (14.2%). BFK finished in 0.6s. ETA: 1m 11s. Rate: 341.64 forecasts/min
[2025-11-16T05:17:18.310689] [DEBUG] [REMOTE    ] JHX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:18.311617] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-11-16T05:17:18.311760] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-11-16T05:17:18.311859] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-11-16T05:17:18.312721] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:18.312855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:18.313849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:18.314938] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:18.397627] [INFO ] [LOCAL     ] OLN: Saved forecast.
[2025-11-16T05:17:18.397814] [INFO ] [main      ] OLN: Signal=1 (Conf=90.0%), Magnitude=-4.17% (Conf=63.2857%)
[2025-11-16T05:17:18.398566] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-11-16T05:17:18.398708] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-11-16T05:17:18.400198] [INFO ] [main      ] Progress: 68/472 forecasts completed (14.4%). OLN finished in 0.7s. ETA: 1m 11s. Rate: 343.77 forecasts/min
[2025-11-16T05:17:18.413388] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:18.414173] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-11-16T05:17:18.414256] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-11-16T05:17:18.414307] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-11-16T05:17:18.415208] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:18.415304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:18.500577] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:18.502146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:18.505532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:17:18.508370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:17:18.512348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:17:18.513223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:18.582639] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-11-14
[2025-11-16T05:17:18.728255] [DEBUG] [MAG       ] GWW: Last date is validated at 2025-11-14
[2025-11-16T05:17:18.759992] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:18.811944] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-11-14
[2025-11-16T05:17:18.844066] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-11-16T05:17:18.844415] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-4.11% (Conf=59.3782%)
[2025-11-16T05:17:18.844956] [INFO ] [main      ] Fetching symbol history for SF...
[2025-11-16T05:17:18.845075] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2025-11-16T05:17:18.845789] [INFO ] [main      ] Progress: 69/472 forecasts completed (14.6%). MBC finished in 0.6s. ETA: 1m 12s. Rate: 336.20 forecasts/min
[2025-11-16T05:17:18.849284] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-11-14
[2025-11-16T05:17:18.860786] [DEBUG] [REMOTE    ] SF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:18.861733] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2025-11-16T05:17:18.861860] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2025-11-16T05:17:18.861959] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2025-11-16T05:17:18.862907] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:18.863042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:18.868193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:18.896003] [DEBUG] [MAG       ] GWW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:18.916031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:18.918265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:18.918842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:18.920017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:18.921786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:18.922946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:18.923725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:17:18.926726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:19.002701] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:19.016575] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:19.074425] [INFO ] [LOCAL     ] GWW: Saved forecast.
[2025-11-16T05:17:19.074686] [INFO ] [main      ] GWW: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=50.0244%)
[2025-11-16T05:17:19.074980] [INFO ] [main      ] Fetching symbol history for DGX...
[2025-11-16T05:17:19.075090] [DEBUG] [REMOTE    ] DGX: Fetching historical data.
[2025-11-16T05:17:19.076709] [INFO ] [main      ] Progress: 70/472 forecasts completed (14.8%). GWW finished in 0.8s. ETA: 1m 12s. Rate: 334.80 forecasts/min
[2025-11-16T05:17:19.086005] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-11-16T05:17:19.086320] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=69.7114%)
[2025-11-16T05:17:19.086901] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-11-16T05:17:19.087024] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-11-16T05:17:19.087695] [INFO ] [main      ] Progress: 71/472 forecasts completed (15.0%). BEPI finished in 0.7s. ETA: 1m 11s. Rate: 339.28 forecasts/min
[2025-11-16T05:17:19.088486] [DEBUG] [REMOTE    ] DGX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:19.089269] [DEBUG] [LOCAL     ] Loaded configuration for DGX: 6 features, N/A% accuracy
[2025-11-16T05:17:19.089393] [INFO ] [LOCAL     ] DGX: Loaded 6 optimal features with 49.68% confidence from JSON config
[2025-11-16T05:17:19.089490] [DEBUG] [MAG       ] Building data for symbol: DGX with lookback: 0
[2025-11-16T05:17:19.090354] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:19.090489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:19.092281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:19.092910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:19.093958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:19.096004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:19.097965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:19.099501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:19.100601] [DEBUG] [REMOTE    ] JKS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:19.101169] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-11-16T05:17:19.101238] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-11-16T05:17:19.101286] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-11-16T05:17:19.102099] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:19.102185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:19.107182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:19.108201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:19.110966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:19.113984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:19.115612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:17:19.115744] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-11-16T05:17:19.115869] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=5.50% (Conf=49.3991%)
[2025-11-16T05:17:19.116076] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-11-16T05:17:19.116178] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-11-16T05:17:19.117204] [INFO ] [main      ] Progress: 72/472 forecasts completed (15.3%). JHX finished in 0.8s. ETA: 1m 10s. Rate: 343.25 forecasts/min
[2025-11-16T05:17:19.117596] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:19.131474] [DEBUG] [REMOTE    ] RMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:19.132158] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-11-16T05:17:19.132222] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-11-16T05:17:19.132264] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-11-16T05:17:19.133196] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:19.133378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:19.134554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:17:19.135908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:19.137995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:19.138603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:19.140078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:17:19.142468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:19.286493] [DEBUG] [MAG       ] SF: Last date is validated at 2025-11-14
[2025-11-16T05:17:19.434754] [DEBUG] [MAG       ] DGX: Last date is validated at 2025-11-14
[2025-11-16T05:17:19.454322] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-11-14
[2025-11-16T05:17:19.461037] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:19.498011] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-11-14
[2025-11-16T05:17:19.606299] [INFO ] [LOCAL     ] SF: Saved forecast.
[2025-11-16T05:17:19.606635] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=56.2098%)
[2025-11-16T05:17:19.607222] [INFO ] [main      ] Fetching symbol history for BIRK...
[2025-11-16T05:17:19.607343] [DEBUG] [REMOTE    ] BIRK: Fetching historical data.
[2025-11-16T05:17:19.607766] [INFO ] [main      ] Progress: 73/472 forecasts completed (15.5%). SF finished in 0.8s. ETA: 1m 11s. Rate: 334.97 forecasts/min
[2025-11-16T05:17:19.611522] [DEBUG] [MAG       ] DGX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:19.621905] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:19.623040] [DEBUG] [REMOTE    ] BIRK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:19.623805] [DEBUG] [LOCAL     ] Loaded configuration for BIRK: 8 features, N/A% accuracy
[2025-11-16T05:17:19.623889] [INFO ] [LOCAL     ] BIRK: Loaded 8 optimal features with 46.93% confidence from JSON config
[2025-11-16T05:17:19.623942] [DEBUG] [MAG       ] Building data for symbol: BIRK with lookback: 0
[2025-11-16T05:17:19.624866] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:19.624965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:19.626892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:19.627515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:19.628111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:19.628573] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:19.671445] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:19.739444] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-11-16T05:17:19.739813] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=-4.84% (Conf=57.1141%)
[2025-11-16T05:17:19.740359] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-11-16T05:17:19.740478] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-11-16T05:17:19.740424] [INFO ] [main      ] Progress: 74/472 forecasts completed (15.7%). JKS finished in 0.7s. ETA: 1m 11s. Rate: 336.14 forecasts/min
[2025-11-16T05:17:19.744089] [INFO ] [LOCAL     ] DGX: Saved forecast.
[2025-11-16T05:17:19.744409] [INFO ] [main      ] DGX: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=49.6792%)
[2025-11-16T05:17:19.745048] [INFO ] [main      ] Progress: 75/472 forecasts completed (15.9%). DGX finished in 0.7s. ETA: 1m 10s. Rate: 340.57 forecasts/min
[2025-11-16T05:17:19.745040] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-11-16T05:17:19.745198] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-11-16T05:17:19.754802] [DEBUG] [REMOTE    ] INVH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:19.755847] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-11-16T05:17:19.755976] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-11-16T05:17:19.756077] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-11-16T05:17:19.757069] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:19.757207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:19.758251] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:19.758959] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-11-16T05:17:19.759079] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-11-16T05:17:19.759177] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-11-16T05:17:19.759447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:19.760054] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:19.760133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:19.760119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:19.760634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:19.763235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:19.764964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:19.766870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:19.767430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:19.767940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:19.772095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:19.807334] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-11-16T05:17:19.807457] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=51.9606%)
[2025-11-16T05:17:19.807979] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-11-16T05:17:19.808046] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-11-16T05:17:19.809013] [INFO ] [main      ] Progress: 76/472 forecasts completed (16.1%). RMI finished in 0.7s. ETA: 1m 9s. Rate: 343.45 forecasts/min
[2025-11-16T05:17:19.812455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:19.819724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:19.820851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:19.821713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:19.822976] [DEBUG] [REMOTE    ] HMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:19.823919] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-11-16T05:17:19.823984] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-11-16T05:17:19.824021] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-11-16T05:17:19.824927] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:19.825007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:19.825049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:19.826157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:19.827664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:19.830494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:19.831908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:19.832947] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:19.912834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:20.163173] [DEBUG] [MAG       ] BIRK: Last date is validated at 2025-11-14
[2025-11-16T05:17:20.166915] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-11-14
[2025-11-16T05:17:20.204134] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-11-14
[2025-11-16T05:17:20.255096] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-11-14
[2025-11-16T05:17:20.337796] [DEBUG] [MAG       ] BIRK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:20.371521] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:20.423857] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:20.436828] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:20.461954] [INFO ] [LOCAL     ] BIRK: Saved forecast.
[2025-11-16T05:17:20.462243] [INFO ] [main      ] BIRK: Signal=1 (Conf=90.0%), Magnitude=-5.58% (Conf=46.9259%)
[2025-11-16T05:17:20.462821] [INFO ] [main      ] Fetching symbol history for OWLT...
[2025-11-16T05:17:20.462940] [DEBUG] [REMOTE    ] OWLT: Fetching historical data.
[2025-11-16T05:17:20.462869] [INFO ] [main      ] Progress: 77/472 forecasts completed (16.3%). BIRK finished in 0.9s. ETA: 1m 11s. Rate: 331.63 forecasts/min
[2025-11-16T05:17:20.471702] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-11-16T05:17:20.472172] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-3.30% (Conf=56.8453%)
[2025-11-16T05:17:20.472461] [INFO ] [main      ] Fetching symbol history for MDT...
[2025-11-16T05:17:20.472574] [DEBUG] [REMOTE    ] MDT: Fetching historical data.
[2025-11-16T05:17:20.473252] [INFO ] [main      ] Progress: 78/472 forecasts completed (16.5%). HMC finished in 0.7s. ETA: 1m 10s. Rate: 335.69 forecasts/min
[2025-11-16T05:17:20.477892] [DEBUG] [REMOTE    ] OWLT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:20.479185] [DEBUG] [LOCAL     ] Loaded configuration for OWLT: 1 features, N/A% accuracy
[2025-11-16T05:17:20.479312] [INFO ] [LOCAL     ] OWLT: Loaded 1 optimal features with 60.01% confidence from JSON config
[2025-11-16T05:17:20.479428] [DEBUG] [MAG       ] Building data for symbol: OWLT with lookback: 0
[2025-11-16T05:17:20.480428] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:20.480586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:20.482163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:20.488340] [DEBUG] [REMOTE    ] MDT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:20.488931] [DEBUG] [LOCAL     ] Loaded configuration for MDT: 9 features, N/A% accuracy
[2025-11-16T05:17:20.488994] [INFO ] [LOCAL     ] MDT: Loaded 9 optimal features with 56.64% confidence from JSON config
[2025-11-16T05:17:20.489031] [DEBUG] [MAG       ] Building data for symbol: MDT with lookback: 0
[2025-11-16T05:17:20.489921] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:20.490015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:20.495386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:20.497309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:20.497854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:20.498451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:20.499545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:20.502293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:20.503785] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-11-16T05:17:20.503892] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=48.3251%)
[2025-11-16T05:17:20.504089] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-11-16T05:17:20.504141] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-11-16T05:17:20.505746] [INFO ] [main      ] Progress: 79/472 forecasts completed (16.7%). TSLX finished in 0.8s. ETA: 1m 10s. Rate: 339.20 forecasts/min
[2025-11-16T05:17:20.517257] [DEBUG] [REMOTE    ] LEA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:20.518211] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-11-16T05:17:20.518334] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-11-16T05:17:20.518433] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-11-16T05:17:20.519339] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:20.519473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:20.520553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:20.522057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:20.525063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:17:20.525862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:20.527011] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-11-16T05:17:20.527343] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=2.24% (Conf=49.4506%)
[2025-11-16T05:17:20.527527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:20.527589] [INFO ] [main      ] Fetching symbol history for BLD...
[2025-11-16T05:17:20.527726] [DEBUG] [REMOTE    ] BLD: Fetching historical data.
[2025-11-16T05:17:20.528772] [INFO ] [main      ] Progress: 80/472 forecasts completed (16.9%). INVH finished in 0.8s. ETA: 1m 9s. Rate: 342.93 forecasts/min
[2025-11-16T05:17:20.541619] [DEBUG] [REMOTE    ] BLD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:20.542687] [DEBUG] [LOCAL     ] Loaded configuration for BLD: 10 features, N/A% accuracy
[2025-11-16T05:17:20.542758] [INFO ] [LOCAL     ] BLD: Loaded 10 optimal features with 65.00% confidence from JSON config
[2025-11-16T05:17:20.542803] [DEBUG] [MAG       ] Building data for symbol: BLD with lookback: 0
[2025-11-16T05:17:20.543925] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:17:20.544032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:20.546111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:20.546729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:20.547499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:20.548014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:20.548288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:20.549169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:20.549441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:17:20.550028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:20.550183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:20.551285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:20.553117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:20.554336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:20.555171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:20.846520] [DEBUG] [MAG       ] OWLT: Last date is validated at 2025-11-14
[2025-11-16T05:17:20.874145] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-11-14
[2025-11-16T05:17:20.886465] [DEBUG] [MAG       ] MDT: Last date is validated at 2025-11-14
[2025-11-16T05:17:20.888301] [DEBUG] [MAG       ] BLD: Last date is validated at 2025-11-14
[2025-11-16T05:17:21.016869] [DEBUG] [MAG       ] OWLT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:21.041862] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:21.053144] [DEBUG] [MAG       ] MDT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:21.064401] [DEBUG] [MAG       ] BLD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:21.091376] [INFO ] [LOCAL     ] OWLT: Saved forecast.
[2025-11-16T05:17:21.091717] [INFO ] [main      ] OWLT: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=60.0071%)
[2025-11-16T05:17:21.092245] [INFO ] [main      ] Fetching symbol history for CLDT...
[2025-11-16T05:17:21.092388] [DEBUG] [REMOTE    ] CLDT: Fetching historical data.
[2025-11-16T05:17:21.092445] [INFO ] [main      ] Progress: 81/472 forecasts completed (17.2%). OWLT finished in 0.6s. ETA: 1m 10s. Rate: 333.78 forecasts/min
[2025-11-16T05:17:21.106985] [DEBUG] [REMOTE    ] CLDT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:21.107847] [DEBUG] [LOCAL     ] Loaded configuration for CLDT: 11 features, N/A% accuracy
[2025-11-16T05:17:21.107981] [INFO ] [LOCAL     ] CLDT: Loaded 11 optimal features with 58.27% confidence from JSON config
[2025-11-16T05:17:21.108095] [DEBUG] [MAG       ] Building data for symbol: CLDT with lookback: 0
[2025-11-16T05:17:21.109060] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:17:21.109210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:21.110340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:21.111523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:21.113362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:17:21.114177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:21.116163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:21.116850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:21.118108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:21.119932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:21.121104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:21.121902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:21.123425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:21.170676] [INFO ] [LOCAL     ] MDT: Saved forecast.
[2025-11-16T05:17:21.170972] [INFO ] [main      ] MDT: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=56.6434%)
[2025-11-16T05:17:21.171498] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-11-16T05:17:21.171570] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-11-16T05:17:21.172915] [INFO ] [main      ] Progress: 82/472 forecasts completed (17.4%). MDT finished in 0.7s. ETA: 1m 10s. Rate: 336.04 forecasts/min
[2025-11-16T05:17:21.175606] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-11-16T05:17:21.175981] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=37.2419%)
[2025-11-16T05:17:21.176489] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-11-16T05:17:21.176622] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-11-16T05:17:21.180571] [INFO ] [main      ] Progress: 83/472 forecasts completed (17.6%). LEA finished in 0.7s. ETA: 1m 9s. Rate: 339.96 forecasts/min
[2025-11-16T05:17:21.189049] [DEBUG] [REMOTE    ] KFY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:21.189743] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-11-16T05:17:21.189806] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-11-16T05:17:21.189843] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-11-16T05:17:21.190743] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:21.190825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:21.192585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:21.193172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:21.193190] [DEBUG] [REMOTE    ] MCK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:21.193612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:21.193851] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-11-16T05:17:21.194125] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-11-16T05:17:21.194222] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-11-16T05:17:21.195134] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:21.195266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:21.196923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:17:21.199039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:21.200375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:21.201308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:21.203219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:21.203936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:21.205257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:21.245704] [INFO ] [LOCAL     ] BLD: Saved forecast.
[2025-11-16T05:17:21.246032] [INFO ] [main      ] BLD: Signal=1 (Conf=90.0%), Magnitude=-3.02% (Conf=64.9987%)
[2025-11-16T05:17:21.246789] [INFO ] [main      ] Fetching symbol history for KWR...
[2025-11-16T05:17:21.246919] [DEBUG] [REMOTE    ] KWR: Fetching historical data.
[2025-11-16T05:17:21.247747] [INFO ] [main      ] Progress: 84/472 forecasts completed (17.8%). BLD finished in 0.7s. ETA: 1m 8s. Rate: 342.49 forecasts/min
[2025-11-16T05:17:21.261845] [DEBUG] [REMOTE    ] KWR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:21.262958] [DEBUG] [LOCAL     ] Loaded configuration for KWR: 11 features, N/A% accuracy
[2025-11-16T05:17:21.263094] [INFO ] [LOCAL     ] KWR: Loaded 11 optimal features with 52.21% confidence from JSON config
[2025-11-16T05:17:21.263224] [DEBUG] [MAG       ] Building data for symbol: KWR with lookback: 0
[2025-11-16T05:17:21.264237] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:17:21.264333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:21.269597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:21.271681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:21.272214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:21.272801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:21.364010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:21.365174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:17:21.370356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:21.393114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:21.395167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:17:21.396436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:21.397894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:21.469593] [DEBUG] [MAG       ] CLDT: Last date is validated at 2025-11-14
[2025-11-16T05:17:21.535621] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-11-14
[2025-11-16T05:17:21.550133] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-11-14
[2025-11-16T05:17:21.709132] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:21.718419] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:21.764471] [DEBUG] [MAG       ] KWR: Last date is validated at 2025-11-14
[2025-11-16T05:17:21.777183] [DEBUG] [MAG       ] CLDT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:21.826456] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-11-16T05:17:21.826783] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=3.32% (Conf=55.4778%)
[2025-11-16T05:17:21.827095] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-11-16T05:17:21.827155] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-11-16T05:17:21.828406] [INFO ] [main      ] Progress: 85/472 forecasts completed (18.0%). KFY finished in 0.7s. ETA: 1m 10s. Rate: 333.41 forecasts/min
[2025-11-16T05:17:21.840410] [DEBUG] [REMOTE    ] TROX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:21.841100] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-11-16T05:17:21.841165] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-11-16T05:17:21.841210] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-11-16T05:17:21.842055] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:21.842134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:21.843855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:21.844920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:21.861887] [INFO ] [LOCAL     ] CLDT: Saved forecast.
[2025-11-16T05:17:21.862229] [INFO ] [main      ] CLDT: Signal=1 (Conf=90.0%), Magnitude=2.42% (Conf=58.2685%)
[2025-11-16T05:17:21.862816] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-11-16T05:17:21.862937] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-11-16T05:17:21.863741] [INFO ] [main      ] Progress: 86/472 forecasts completed (18.2%). CLDT finished in 0.8s. ETA: 1m 9s. Rate: 336.55 forecasts/min
[2025-11-16T05:17:21.878156] [DEBUG] [REMOTE    ] SREA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:21.879282] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-11-16T05:17:21.879367] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-11-16T05:17:21.879490] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-11-16T05:17:21.880547] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:21.880669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:21.885982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:21.903410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:21.907802] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-11-16T05:17:21.907951] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=50.1135%)
[2025-11-16T05:17:21.908423] [INFO ] [main      ] Fetching symbol history for VET...
[2025-11-16T05:17:21.908491] [DEBUG] [REMOTE    ] VET: Fetching historical data.
[2025-11-16T05:17:21.909720] [INFO ] [main      ] Progress: 87/472 forecasts completed (18.4%). MCK finished in 0.7s. ETA: 1m 8s. Rate: 339.45 forecasts/min
[2025-11-16T05:17:21.921613] [DEBUG] [REMOTE    ] VET: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:21.922437] [DEBUG] [LOCAL     ] Loaded configuration for VET: 3 features, N/A% accuracy
[2025-11-16T05:17:21.922497] [INFO ] [LOCAL     ] VET: Loaded 3 optimal features with 58.63% confidence from JSON config
[2025-11-16T05:17:21.922535] [DEBUG] [MAG       ] Building data for symbol: VET with lookback: 0
[2025-11-16T05:17:21.923354] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:21.923421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:21.928451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:21.939600] [DEBUG] [MAG       ] KWR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:21.989608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:17:21.992751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:22.107019] [INFO ] [LOCAL     ] KWR: Saved forecast.
[2025-11-16T05:17:22.107178] [INFO ] [main      ] KWR: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=52.2112%)
[2025-11-16T05:17:22.107471] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-11-16T05:17:22.107529] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-11-16T05:17:22.108729] [INFO ] [main      ] Progress: 88/472 forecasts completed (18.6%). KWR finished in 0.9s. ETA: 1m 8s. Rate: 338.96 forecasts/min
[2025-11-16T05:17:22.122227] [DEBUG] [REMOTE    ] NEM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:22.123145] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-11-16T05:17:22.123210] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-11-16T05:17:22.123248] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-11-16T05:17:22.124172] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:22.124263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:22.126098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:22.126705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:22.127139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:22.127946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:22.128621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:22.130343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:22.131765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:17:22.132981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:22.235988] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-11-14
[2025-11-16T05:17:22.243041] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-11-14
[2025-11-16T05:17:22.328294] [DEBUG] [MAG       ] VET: Last date is validated at 2025-11-14
[2025-11-16T05:17:22.409614] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:22.410447] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:22.469812] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-11-14
[2025-11-16T05:17:22.479689] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-11-16T05:17:22.479816] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=48.6559%)
[2025-11-16T05:17:22.480353] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-11-16T05:17:22.480421] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-11-16T05:17:22.480434] [INFO ] [main      ] Progress: 89/472 forecasts completed (18.9%). SREA finished in 0.6s. ETA: 1m 9s. Rate: 334.83 forecasts/min
[2025-11-16T05:17:22.491500] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-11-16T05:17:22.491759] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=52.6574%)
[2025-11-16T05:17:22.492006] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-11-16T05:17:22.492289] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-11-16T05:17:22.493387] [INFO ] [main      ] Progress: 90/472 forecasts completed (19.1%). TROX finished in 0.7s. ETA: 1m 8s. Rate: 338.31 forecasts/min
[2025-11-16T05:17:22.494966] [DEBUG] [REMOTE    ] BLK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:22.495956] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-11-16T05:17:22.496025] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-11-16T05:17:22.496063] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-11-16T05:17:22.497073] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:22.497156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:22.502564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:22.506527] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:22.507150] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-11-16T05:17:22.507268] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-11-16T05:17:22.507365] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-11-16T05:17:22.508226] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:22.508362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:22.513203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:22.515021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:22.539787] [DEBUG] [MAG       ] VET: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:22.558842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:22.560329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:22.563264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:22.565347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:22.566810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:22.610278] [INFO ] [LOCAL     ] VET: Saved forecast.
[2025-11-16T05:17:22.610392] [INFO ] [main      ] VET: Signal=1 (Conf=90.0%), Magnitude=3.19% (Conf=58.6278%)
[2025-11-16T05:17:22.610569] [INFO ] [main      ] Fetching symbol history for PKX...
[2025-11-16T05:17:22.610619] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2025-11-16T05:17:22.611148] [INFO ] [main      ] Progress: 91/472 forecasts completed (19.3%). VET finished in 0.7s. ETA: 1m 7s. Rate: 339.57 forecasts/min
[2025-11-16T05:17:22.624011] [DEBUG] [REMOTE    ] PKX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:22.624553] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2025-11-16T05:17:22.624606] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2025-11-16T05:17:22.624663] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2025-11-16T05:17:22.625468] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:22.625544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:22.637402] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:22.670021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:22.672035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:22.673503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:22.777281] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-11-16T05:17:22.777395] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=60.7726%)
[2025-11-16T05:17:22.777928] [INFO ] [main      ] Progress: 92/472 forecasts completed (19.5%). NEM finished in 0.7s. ETA: 1m 7s. Rate: 339.77 forecasts/min
[2025-11-16T05:17:22.778143] [INFO ] [main      ] Fetching symbol history for SBI...
[2025-11-16T05:17:22.778197] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2025-11-16T05:17:22.791505] [DEBUG] [REMOTE    ] SBI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:22.792383] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2025-11-16T05:17:22.792448] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2025-11-16T05:17:22.792486] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2025-11-16T05:17:22.793400] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-11-16T05:17:22.793485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:22.798416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:22.800278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:22.800902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:22.801358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:22.801781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:22.802541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:22.803469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:22.805900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:22.849554] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-11-14
[2025-11-16T05:17:22.920433] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-11-14
[2025-11-16T05:17:22.933743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:22.935811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:22.982710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:22.983877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:23.018787] [DEBUG] [MAG       ] PKX: Last date is validated at 2025-11-14
[2025-11-16T05:17:23.022589] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:23.041668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:23.042556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:23.043927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:23.115751] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:23.130131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:23.186146] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:23.209418] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-11-16T05:17:23.209557] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=55.7169%)
[2025-11-16T05:17:23.210267] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-11-16T05:17:23.210387] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-11-16T05:17:23.210753] [INFO ] [main      ] Progress: 93/472 forecasts completed (19.7%). ARCO finished in 0.7s. ETA: 1m 8s. Rate: 334.55 forecasts/min
[2025-11-16T05:17:23.224421] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:23.225258] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-11-16T05:17:23.225322] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-11-16T05:17:23.225361] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-11-16T05:17:23.226289] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:23.226405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:23.231421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:23.233328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:23.233866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:23.234274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:23.235177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:23.236143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:23.246929] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-11-16T05:17:23.247037] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=57.9848%)
[2025-11-16T05:17:23.247517] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-11-16T05:17:23.247599] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-11-16T05:17:23.248797] [INFO ] [main      ] Progress: 94/472 forecasts completed (19.9%). BLK finished in 0.8s. ETA: 1m 7s. Rate: 337.38 forecasts/min
[2025-11-16T05:17:23.262776] [DEBUG] [REMOTE    ] MGA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:23.263686] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-11-16T05:17:23.263751] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-11-16T05:17:23.263794] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-11-16T05:17:23.264826] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:23.264905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:23.301254] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2025-11-16T05:17:23.301366] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=48.5815%)
[2025-11-16T05:17:23.301574] [INFO ] [main      ] Fetching symbol history for HWM...
[2025-11-16T05:17:23.301626] [DEBUG] [REMOTE    ] HWM: Fetching historical data.
[2025-11-16T05:17:23.302111] [INFO ] [main      ] Progress: 95/472 forecasts completed (20.1%). PKX finished in 0.7s. ETA: 1m 7s. Rate: 339.89 forecasts/min
[2025-11-16T05:17:23.315690] [DEBUG] [REMOTE    ] HWM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:23.316256] [DEBUG] [LOCAL     ] Loaded configuration for HWM: 2 features, N/A% accuracy
[2025-11-16T05:17:23.316309] [INFO ] [LOCAL     ] HWM: Loaded 2 optimal features with 48.20% confidence from JSON config
[2025-11-16T05:17:23.316345] [DEBUG] [MAG       ] Building data for symbol: HWM with lookback: 0
[2025-11-16T05:17:23.317194] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:23.317270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:23.318341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:23.321367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:23.326155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:23.326773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:23.328114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:17:23.330594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:23.330809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:23.332133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:17:23.333321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:23.471356] [DEBUG] [MAG       ] SBI: Last date is validated at 2025-11-14
[2025-11-16T05:17:23.640891] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:23.659633] [DEBUG] [MAG       ] HWM: Last date is validated at 2025-11-14
[2025-11-16T05:17:23.681832] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-11-14
[2025-11-16T05:17:23.687891] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-11-14
[2025-11-16T05:17:23.718785] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2025-11-16T05:17:23.718904] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2025-11-16T05:17:23.719358] [INFO ] [main      ] Fetching symbol history for NXC...
[2025-11-16T05:17:23.719416] [DEBUG] [REMOTE    ] NXC: Fetching historical data.
[2025-11-16T05:17:23.719770] [INFO ] [main      ] Progress: 96/472 forecasts completed (20.3%). SBI finished in 0.9s. ETA: 1m 7s. Rate: 335.12 forecasts/min
[2025-11-16T05:17:23.733374] [DEBUG] [REMOTE    ] NXC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:23.734203] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 9 features, N/A% accuracy
[2025-11-16T05:17:23.734332] [INFO ] [LOCAL     ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config
[2025-11-16T05:17:23.734431] [DEBUG] [MAG       ] Building data for symbol: NXC with lookback: 0
[2025-11-16T05:17:23.735398] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:23.735546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:23.740577] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:23.741508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:23.742177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:23.744784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:23.745369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:23.746459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:23.748261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:23.749468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:23.750280] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:23.830841] [DEBUG] [MAG       ] HWM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:23.859318] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:23.873834] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:23.941105] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-11-16T05:17:23.941228] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=55.0169%)
[2025-11-16T05:17:23.941763] [INFO ] [main      ] Fetching symbol history for ATR...
[2025-11-16T05:17:23.941832] [DEBUG] [REMOTE    ] ATR: Fetching historical data.
[2025-11-16T05:17:23.942821] [INFO ] [main      ] Progress: 97/472 forecasts completed (20.6%). VLRS finished in 0.7s. ETA: 1m 7s. Rate: 334.27 forecasts/min
[2025-11-16T05:17:23.956681] [DEBUG] [REMOTE    ] ATR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:23.957377] [DEBUG] [LOCAL     ] Loaded configuration for ATR: 10 features, N/A% accuracy
[2025-11-16T05:17:23.957443] [INFO ] [LOCAL     ] ATR: Loaded 10 optimal features with 55.83% confidence from JSON config
[2025-11-16T05:17:23.957489] [DEBUG] [MAG       ] Building data for symbol: ATR with lookback: 0
[2025-11-16T05:17:23.958416] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:17:23.958500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:23.963771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:23.965779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:23.966339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:23.966851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:23.967274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:23.967717] [INFO ] [LOCAL     ] HWM: Saved forecast.
[2025-11-16T05:17:23.967834] [INFO ] [main      ] HWM: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=48.1999%)
[2025-11-16T05:17:23.968249] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-11-16T05:17:23.968308] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-11-16T05:17:23.968360] [INFO ] [main      ] Progress: 98/472 forecasts completed (20.8%). HWM finished in 0.7s. ETA: 1m 7s. Rate: 337.22 forecasts/min
[2025-11-16T05:17:23.968232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:23.969410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:23.971482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:23.972248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:23.975606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:23.981194] [DEBUG] [REMOTE    ] MCI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:23.981875] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-11-16T05:17:23.981939] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-11-16T05:17:23.981980] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-11-16T05:17:23.982825] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:23.982909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:23.986381] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-11-16T05:17:23.986700] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=64.553%)
[2025-11-16T05:17:23.987349] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-11-16T05:17:23.987476] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-11-16T05:17:23.987754] [INFO ] [main      ] Progress: 99/472 forecasts completed (21.0%). MGA finished in 0.7s. ETA: 1m 6s. Rate: 340.29 forecasts/min
[2025-11-16T05:17:23.988078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:23.989084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:23.991826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:23.993865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:23.994969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:24.002464] [DEBUG] [REMOTE    ] WBX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:24.003213] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-11-16T05:17:24.003286] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-11-16T05:17:24.003390] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-11-16T05:17:24.004354] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:24.004440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:24.009508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:24.010356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:24.105531] [DEBUG] [MAG       ] NXC: Last date is validated at 2025-11-14
[2025-11-16T05:17:24.279668] [DEBUG] [MAG       ] NXC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:24.330481] [DEBUG] [MAG       ] ATR: Last date is validated at 2025-11-14
[2025-11-16T05:17:24.344726] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-11-14
[2025-11-16T05:17:24.349617] [INFO ] [LOCAL     ] NXC: Saved forecast.
[2025-11-16T05:17:24.349788] [INFO ] [main      ] NXC: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=38.2694%)
[2025-11-16T05:17:24.350455] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-11-16T05:17:24.350520] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-11-16T05:17:24.350758] [INFO ] [main      ] Progress: 100/472 forecasts completed (21.2%). NXC finished in 0.6s. ETA: 1m 6s. Rate: 336.72 forecasts/min
[2025-11-16T05:17:24.364788] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-11-14
[2025-11-16T05:17:24.365025] [DEBUG] [REMOTE    ] NABL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:24.365957] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-11-16T05:17:24.366026] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-11-16T05:17:24.366079] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-11-16T05:17:24.367050] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:24.367129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:24.368945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:24.369539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:24.369994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:24.428374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:24.430001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:17:24.430763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:24.502581] [DEBUG] [MAG       ] ATR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:24.511509] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:24.537619] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:24.593657] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-11-16T05:17:24.593769] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=2.15% (Conf=52.4144%)
[2025-11-16T05:17:24.593951] [INFO ] [main      ] Fetching symbol history for NLOP...
[2025-11-16T05:17:24.594033] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2025-11-16T05:17:24.595165] [INFO ] [main      ] Progress: 101/472 forecasts completed (21.4%). MCI finished in 0.6s. ETA: 1m 6s. Rate: 335.49 forecasts/min
[2025-11-16T05:17:24.606628] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:24.607197] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2025-11-16T05:17:24.607259] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-11-16T05:17:24.607329] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2025-11-16T05:17:24.608173] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:24.608270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:24.610019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:24.610560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:24.610997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:24.611796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:24.612632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:24.630332] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-11-16T05:17:24.630713] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=7.68% (Conf=65.8947%)
[2025-11-16T05:17:24.631264] [INFO ] [main      ] Fetching symbol history for TM...
[2025-11-16T05:17:24.631385] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-11-16T05:17:24.631755] [INFO ] [main      ] Progress: 102/472 forecasts completed (21.6%). WBX finished in 0.6s. ETA: 1m 6s. Rate: 338.12 forecasts/min
[2025-11-16T05:17:24.647763] [DEBUG] [REMOTE    ] TM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:24.648471] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-11-16T05:17:24.648531] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-11-16T05:17:24.648569] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-11-16T05:17:24.649594] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:24.649714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:24.652791] [INFO ] [LOCAL     ] ATR: Saved forecast.
[2025-11-16T05:17:24.652961] [INFO ] [main      ] ATR: Signal=1 (Conf=90.0%), Magnitude=3.15% (Conf=55.8342%)
[2025-11-16T05:17:24.653535] [INFO ] [main      ] Fetching symbol history for TOST...
[2025-11-16T05:17:24.653674] [DEBUG] [REMOTE    ] TOST: Fetching historical data.
[2025-11-16T05:17:24.653912] [INFO ] [main      ] Progress: 103/472 forecasts completed (21.8%). ATR finished in 0.7s. ETA: 1m 5s. Rate: 341.02 forecasts/min
[2025-11-16T05:17:24.655257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:24.656429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:24.668059] [DEBUG] [REMOTE    ] TOST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:24.668794] [DEBUG] [LOCAL     ] Loaded configuration for TOST: 3 features, N/A% accuracy
[2025-11-16T05:17:24.668859] [INFO ] [LOCAL     ] TOST: Loaded 3 optimal features with 51.80% confidence from JSON config
[2025-11-16T05:17:24.668898] [DEBUG] [MAG       ] Building data for symbol: TOST with lookback: 0
[2025-11-16T05:17:24.669811] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:24.669889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:24.698837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:24.716065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:24.773259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:24.775388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:24.778924] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-11-14
[2025-11-16T05:17:24.794813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:24.949539] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:25.025700] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-11-16T05:17:25.025829] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=-4.32% (Conf=50.1663%)
[2025-11-16T05:17:25.026063] [INFO ] [main      ] Fetching symbol history for NVS...
[2025-11-16T05:17:25.026117] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2025-11-16T05:17:25.027151] [INFO ] [main      ] Progress: 104/472 forecasts completed (22.0%). NABL finished in 0.7s. ETA: 1m 5s. Rate: 337.38 forecasts/min
[2025-11-16T05:17:25.033994] [DEBUG] [MAG       ] NLOP: Last date is validated at 2025-11-14
[2025-11-16T05:17:25.040965] [DEBUG] [REMOTE    ] NVS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:25.041668] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2025-11-16T05:17:25.041779] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2025-11-16T05:17:25.041819] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2025-11-16T05:17:25.042887] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:25.042967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:25.048203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:25.049081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:25.050028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:25.051682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:25.054694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:25.055847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:25.133912] [DEBUG] [MAG       ] TOST: Last date is validated at 2025-11-14
[2025-11-16T05:17:25.138797] [DEBUG] [MAG       ] TM: Last date is validated at 2025-11-14
[2025-11-16T05:17:25.202093] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:25.292518] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2025-11-16T05:17:25.292627] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=51.7626%)
[2025-11-16T05:17:25.292847] [INFO ] [main      ] Fetching symbol history for INGR...
[2025-11-16T05:17:25.292901] [DEBUG] [REMOTE    ] INGR: Fetching historical data.
[2025-11-16T05:17:25.294080] [INFO ] [main      ] Progress: 105/472 forecasts completed (22.2%). NLOP finished in 0.7s. ETA: 1m 6s. Rate: 335.78 forecasts/min
[2025-11-16T05:17:25.312452] [DEBUG] [REMOTE    ] INGR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:25.313399] [DEBUG] [LOCAL     ] Loaded configuration for INGR: 7 features, N/A% accuracy
[2025-11-16T05:17:25.313518] [INFO ] [LOCAL     ] INGR: Loaded 7 optimal features with 48.07% confidence from JSON config
[2025-11-16T05:17:25.313566] [DEBUG] [MAG       ] Building data for symbol: INGR with lookback: 0
[2025-11-16T05:17:25.313402] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:25.314422] [DEBUG] [MAG       ] TOST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:25.314825] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:25.314911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:25.317328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:25.318036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:25.318477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:25.319300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:25.322205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:25.323310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:17:25.324846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:25.403430] [DEBUG] [MAG       ] NVS: Last date is validated at 2025-11-14
[2025-11-16T05:17:25.421384] [INFO ] [LOCAL     ] TOST: Saved forecast.
[2025-11-16T05:17:25.421493] [INFO ] [main      ] TOST: Signal=1 (Conf=90.0%), Magnitude=3.42% (Conf=51.8015%)
[2025-11-16T05:17:25.421920] [INFO ] [main      ] Fetching symbol history for FINV...
[2025-11-16T05:17:25.421986] [DEBUG] [REMOTE    ] FINV: Fetching historical data.
[2025-11-16T05:17:25.422858] [INFO ] [main      ] Progress: 106/472 forecasts completed (22.5%). TOST finished in 0.8s. ETA: 1m 5s. Rate: 336.67 forecasts/min
[2025-11-16T05:17:25.435135] [DEBUG] [REMOTE    ] FINV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:25.435728] [DEBUG] [LOCAL     ] Loaded configuration for FINV: 8 features, N/A% accuracy
[2025-11-16T05:17:25.435790] [INFO ] [LOCAL     ] FINV: Loaded 8 optimal features with 56.06% confidence from JSON config
[2025-11-16T05:17:25.435835] [DEBUG] [MAG       ] Building data for symbol: FINV with lookback: 0
[2025-11-16T05:17:25.436678] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:25.436757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:25.441544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:25.443333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:25.443854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:25.444261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:25.458910] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-11-16T05:17:25.459168] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=57.2026%)
[2025-11-16T05:17:25.459438] [INFO ] [main      ] Fetching symbol history for ENO...
[2025-11-16T05:17:25.459825] [DEBUG] [REMOTE    ] ENO: Fetching historical data.
[2025-11-16T05:17:25.461740] [INFO ] [main      ] Progress: 107/472 forecasts completed (22.7%). TM finished in 0.8s. ETA: 1m 5s. Rate: 339.15 forecasts/min
[2025-11-16T05:17:25.474606] [DEBUG] [REMOTE    ] ENO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:25.475276] [DEBUG] [LOCAL     ] Loaded configuration for ENO: 7 features, N/A% accuracy
[2025-11-16T05:17:25.475466] [INFO ] [LOCAL     ] ENO: Loaded 7 optimal features with 42.75% confidence from JSON config
[2025-11-16T05:17:25.475570] [DEBUG] [MAG       ] Building data for symbol: ENO with lookback: 0
[2025-11-16T05:17:25.476565] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:25.476765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:25.482032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:25.570167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:17:25.571057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:17:25.571766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:25.572820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:25.579879] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:25.613290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:25.614905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:25.617067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:25.617694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:25.619091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:17:25.621278] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:25.684101] [DEBUG] [MAG       ] INGR: Last date is validated at 2025-11-14
[2025-11-16T05:17:25.704396] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2025-11-16T05:17:25.704524] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=47.2228%)
[2025-11-16T05:17:25.704786] [INFO ] [main      ] Fetching symbol history for C...
[2025-11-16T05:17:25.704864] [DEBUG] [REMOTE    ] C: Fetching historical data.
[2025-11-16T05:17:25.705745] [INFO ] [main      ] Progress: 108/472 forecasts completed (22.9%). NVS finished in 0.7s. ETA: 1m 5s. Rate: 337.96 forecasts/min
[2025-11-16T05:17:25.719738] [DEBUG] [REMOTE    ] C: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:25.720627] [DEBUG] [LOCAL     ] Loaded configuration for C: 6 features, N/A% accuracy
[2025-11-16T05:17:25.720714] [INFO ] [LOCAL     ] C: Loaded 6 optimal features with 65.80% confidence from JSON config
[2025-11-16T05:17:25.720765] [DEBUG] [MAG       ] Building data for symbol: C with lookback: 0
[2025-11-16T05:17:25.721770] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:25.721850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:25.726948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:25.728875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:25.729396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:25.729833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:25.862726] [DEBUG] [MAG       ] INGR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:25.864142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:25.907990] [DEBUG] [MAG       ] FINV: Last date is validated at 2025-11-14
[2025-11-16T05:17:25.921844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:25.968996] [DEBUG] [MAG       ] ENO: Last date is validated at 2025-11-14
[2025-11-16T05:17:26.001817] [INFO ] [LOCAL     ] INGR: Saved forecast.
[2025-11-16T05:17:26.002093] [INFO ] [main      ] INGR: Signal=1 (Conf=90.0%), Magnitude=1.12% (Conf=48.0741%)
[2025-11-16T05:17:26.002400] [INFO ] [main      ] Fetching symbol history for GD...
[2025-11-16T05:17:26.002516] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-11-16T05:17:26.003591] [INFO ] [main      ] Progress: 109/472 forecasts completed (23.1%). INGR finished in 0.7s. ETA: 1m 5s. Rate: 335.87 forecasts/min
[2025-11-16T05:17:26.016466] [DEBUG] [REMOTE    ] GD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:26.017437] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-11-16T05:17:26.017560] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-11-16T05:17:26.017678] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-11-16T05:17:26.018637] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:26.018796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:26.019889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:26.075658] [DEBUG] [MAG       ] FINV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:26.146816] [DEBUG] [MAG       ] ENO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:26.150583] [INFO ] [LOCAL     ] FINV: Saved forecast.
[2025-11-16T05:17:26.150931] [INFO ] [main      ] FINV: Signal=1 (Conf=90.0%), Magnitude=3.28% (Conf=56.0608%)
[2025-11-16T05:17:26.151305] [INFO ] [main      ] Fetching symbol history for THQ...
[2025-11-16T05:17:26.151416] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2025-11-16T05:17:26.152386] [INFO ] [main      ] Progress: 110/472 forecasts completed (23.3%). FINV finished in 0.7s. ETA: 1m 5s. Rate: 336.38 forecasts/min
[2025-11-16T05:17:26.164568] [DEBUG] [REMOTE    ] THQ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:26.165255] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2025-11-16T05:17:26.165374] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2025-11-16T05:17:26.165471] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2025-11-16T05:17:26.166334] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:26.166466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:26.171298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:26.223498] [INFO ] [LOCAL     ] ENO: Saved forecast.
[2025-11-16T05:17:26.223620] [INFO ] [main      ] ENO: Signal=1 (Conf=90.0%), Magnitude=-1.34% (Conf=42.7527%)
[2025-11-16T05:17:26.224194] [INFO ] [main      ] Fetching symbol history for CLW...
[2025-11-16T05:17:26.224259] [DEBUG] [REMOTE    ] CLW: Fetching historical data.
[2025-11-16T05:17:26.224758] [INFO ] [main      ] Progress: 111/472 forecasts completed (23.5%). ENO finished in 0.8s. ETA: 1m 4s. Rate: 338.19 forecasts/min
[2025-11-16T05:17:26.239354] [DEBUG] [REMOTE    ] CLW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:26.240405] [DEBUG] [LOCAL     ] Loaded configuration for CLW: 4 features, N/A% accuracy
[2025-11-16T05:17:26.240530] [INFO ] [LOCAL     ] CLW: Loaded 4 optimal features with 60.30% confidence from JSON config
[2025-11-16T05:17:26.240627] [DEBUG] [MAG       ] Building data for symbol: CLW with lookback: 0
[2025-11-16T05:17:26.241624] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:26.241781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:26.246833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:26.275287] [DEBUG] [MAG       ] C: Last date is validated at 2025-11-14
[2025-11-16T05:17:26.296043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:26.298159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:26.298996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:26.305936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:26.307801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:26.309762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:26.360885] [DEBUG] [MAG       ] GD: Last date is validated at 2025-11-14
[2025-11-16T05:17:26.451013] [DEBUG] [MAG       ] C: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:26.537294] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:26.582192] [INFO ] [LOCAL     ] C: Saved forecast.
[2025-11-16T05:17:26.582311] [INFO ] [main      ] C: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=65.7997%)
[2025-11-16T05:17:26.582546] [INFO ] [main      ] Fetching symbol history for BRT...
[2025-11-16T05:17:26.582614] [DEBUG] [REMOTE    ] BRT: Fetching historical data.
[2025-11-16T05:17:26.583752] [INFO ] [main      ] Progress: 112/472 forecasts completed (23.7%). C finished in 0.9s. ETA: 1m 4s. Rate: 335.13 forecasts/min
[2025-11-16T05:17:26.599111] [DEBUG] [REMOTE    ] BRT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:26.600038] [DEBUG] [LOCAL     ] Loaded configuration for BRT: 3 features, N/A% accuracy
[2025-11-16T05:17:26.600103] [INFO ] [LOCAL     ] BRT: Loaded 3 optimal features with 48.94% confidence from JSON config
[2025-11-16T05:17:26.600156] [DEBUG] [MAG       ] Building data for symbol: BRT with lookback: 0
[2025-11-16T05:17:26.601156] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:26.601235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:26.606750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:26.608229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:26.610442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:26.635214] [DEBUG] [MAG       ] THQ: Last date is validated at 2025-11-14
[2025-11-16T05:17:26.662471] [DEBUG] [MAG       ] CLW: Last date is validated at 2025-11-14
[2025-11-16T05:17:26.692544] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-11-16T05:17:26.692817] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=61.7785%)
[2025-11-16T05:17:26.693134] [INFO ] [main      ] Fetching symbol history for OPAD...
[2025-11-16T05:17:26.693193] [DEBUG] [REMOTE    ] OPAD: Fetching historical data.
[2025-11-16T05:17:26.694322] [INFO ] [main      ] Progress: 113/472 forecasts completed (23.9%). GD finished in 0.7s. ETA: 1m 4s. Rate: 336.27 forecasts/min
[2025-11-16T05:17:26.707476] [DEBUG] [REMOTE    ] OPAD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:26.708355] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 5 features, N/A% accuracy
[2025-11-16T05:17:26.708513] [INFO ] [LOCAL     ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config
[2025-11-16T05:17:26.708611] [DEBUG] [MAG       ] Building data for symbol: OPAD with lookback: 0
[2025-11-16T05:17:26.709608] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:26.709763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:26.714950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:26.717071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:26.717710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:26.718204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:26.774445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:26.805396] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:26.841499] [DEBUG] [MAG       ] CLW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:26.878421] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2025-11-16T05:17:26.878531] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=55.025%)
[2025-11-16T05:17:26.878774] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-11-16T05:17:26.878837] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-11-16T05:17:26.879776] [INFO ] [main      ] Progress: 114/472 forecasts completed (24.2%). THQ finished in 0.7s. ETA: 1m 4s. Rate: 336.15 forecasts/min
[2025-11-16T05:17:26.890848] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:26.891825] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-11-16T05:17:26.891947] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-11-16T05:17:26.892046] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-11-16T05:17:26.892941] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:26.893074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:26.894867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:26.895472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:26.895915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:26.897373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:17:26.899467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:17:26.901745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:26.969559] [DEBUG] [MAG       ] BRT: Last date is validated at 2025-11-14
[2025-11-16T05:17:26.976892] [INFO ] [LOCAL     ] CLW: Saved forecast.
[2025-11-16T05:17:26.977015] [INFO ] [main      ] CLW: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=60.2981%)
[2025-11-16T05:17:26.977490] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-11-16T05:17:26.977551] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-11-16T05:17:26.977759] [INFO ] [main      ] Progress: 115/472 forecasts completed (24.4%). CLW finished in 0.8s. ETA: 1m 3s. Rate: 337.48 forecasts/min
[2025-11-16T05:17:26.992569] [DEBUG] [REMOTE    ] GIS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:26.993293] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-11-16T05:17:26.993364] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-11-16T05:17:26.993404] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-11-16T05:17:26.994409] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:17:27.114186] [DEBUG] [MAG       ] OPAD: Last date is validated at 2025-11-14
[2025-11-16T05:17:27.140588] [DEBUG] [MAG       ] BRT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:27.215919] [INFO ] [LOCAL     ] BRT: Saved forecast.
[2025-11-16T05:17:27.216198] [INFO ] [main      ] BRT: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=48.9371%)
[2025-11-16T05:17:27.216507] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-11-16T05:17:27.216637] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-11-16T05:17:27.217773] [INFO ] [main      ] Progress: 116/472 forecasts completed (24.6%). BRT finished in 0.6s. ETA: 1m 3s. Rate: 336.46 forecasts/min
[2025-11-16T05:17:27.231186] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:27.232168] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-11-16T05:17:27.232293] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-11-16T05:17:27.232393] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-11-16T05:17:27.233435] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-11-16T05:17:27.233608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:27.238935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:27.240929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:27.241519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:27.242044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:27.243069] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-11-14
[2025-11-16T05:17:27.263176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:27.264591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:27.265200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:27.267068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:27.268289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:27.269101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:17:27.271007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:27.272420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:17:27.274748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:27.292326] [DEBUG] [MAG       ] OPAD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:27.363483] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-11-14
[2025-11-16T05:17:27.371970] [INFO ] [LOCAL     ] OPAD: Saved forecast.
[2025-11-16T05:17:27.372214] [INFO ] [main      ] OPAD: Signal=1 (Conf=90.0%), Magnitude=-5.09% (Conf=48.7343%)
[2025-11-16T05:17:27.372544] [INFO ] [main      ] Fetching symbol history for S...
[2025-11-16T05:17:27.372895] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-11-16T05:17:27.373791] [INFO ] [main      ] Progress: 117/472 forecasts completed (24.8%). OPAD finished in 0.7s. ETA: 1m 3s. Rate: 336.82 forecasts/min
[2025-11-16T05:17:27.387743] [DEBUG] [REMOTE    ] S: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:27.388835] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-11-16T05:17:27.388962] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-11-16T05:17:27.389061] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-11-16T05:17:27.390070] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:27.390208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:27.395414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:27.397454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:27.398104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:27.398663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:27.399156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:27.400281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:27.415207] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:27.483634] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-11-16T05:17:27.484015] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=64.7029%)
[2025-11-16T05:17:27.484217] [INFO ] [main      ] Fetching symbol history for CHPT...
[2025-11-16T05:17:27.484538] [DEBUG] [REMOTE    ] CHPT: Fetching historical data.
[2025-11-16T05:17:27.484768] [INFO ] [main      ] Progress: 118/472 forecasts completed (25.0%). UNMA finished in 0.6s. ETA: 1m 3s. Rate: 337.90 forecasts/min
[2025-11-16T05:17:27.497397] [DEBUG] [REMOTE    ] CHPT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:27.498068] [DEBUG] [LOCAL     ] Loaded configuration for CHPT: 5 features, N/A% accuracy
[2025-11-16T05:17:27.498132] [INFO ] [LOCAL     ] CHPT: Loaded 5 optimal features with 50.29% confidence from JSON config
[2025-11-16T05:17:27.498170] [DEBUG] [MAG       ] Building data for symbol: CHPT with lookback: 0
[2025-11-16T05:17:27.498998] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:27.499078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:27.504041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:27.504908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:17:27.505537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:27.507171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:17:27.510037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:27.535539] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:27.635249] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-11-16T05:17:27.635180] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-11-14
[2025-11-16T05:17:27.635363] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=54.4664%)
[2025-11-16T05:17:27.635899] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-11-16T05:17:27.635999] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-11-16T05:17:27.635959] [INFO ] [main      ] Progress: 119/472 forecasts completed (25.2%). GIS finished in 0.7s. ETA: 1m 3s. Rate: 338.32 forecasts/min
[2025-11-16T05:17:27.651738] [DEBUG] [REMOTE    ] DEI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:27.652429] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-11-16T05:17:27.652490] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-11-16T05:17:27.652528] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-11-16T05:17:27.653470] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:27.653563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:27.654575] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:27.743389] [DEBUG] [MAG       ] S: Last date is validated at 2025-11-14
[2025-11-16T05:17:27.787386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:27.788530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:27.789847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:27.809583] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:27.845118] [DEBUG] [MAG       ] CHPT: Last date is validated at 2025-11-14
[2025-11-16T05:17:27.920776] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:27.977550] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-11-16T05:17:27.977686] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.5386%)
[2025-11-16T05:17:27.977945] [INFO ] [main      ] Fetching symbol history for CWT...
[2025-11-16T05:17:27.978007] [DEBUG] [REMOTE    ] CWT: Fetching historical data.
[2025-11-16T05:17:27.978703] [INFO ] [main      ] Progress: 120/472 forecasts completed (25.4%). SWZ finished in 0.8s. ETA: 1m 3s. Rate: 335.71 forecasts/min
[2025-11-16T05:17:27.993310] [DEBUG] [REMOTE    ] CWT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:27.994009] [DEBUG] [LOCAL     ] Loaded configuration for CWT: 3 features, N/A% accuracy
[2025-11-16T05:17:27.994233] [INFO ] [LOCAL     ] CWT: Loaded 3 optimal features with 52.35% confidence from JSON config
[2025-11-16T05:17:27.994335] [DEBUG] [MAG       ] Building data for symbol: CWT with lookback: 0
[2025-11-16T05:17:27.995365] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:27.995765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:28.000993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:28.002954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:28.013277] [DEBUG] [MAG       ] CHPT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:28.014616] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-11-16T05:17:28.014918] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=63.3835%)
[2025-11-16T05:17:28.015204] [INFO ] [main      ] Fetching symbol history for AFGB...
[2025-11-16T05:17:28.015589] [DEBUG] [REMOTE    ] AFGB: Fetching historical data.
[2025-11-16T05:17:28.016713] [INFO ] [main      ] Progress: 121/472 forecasts completed (25.6%). S finished in 0.6s. ETA: 1m 2s. Rate: 337.91 forecasts/min
[2025-11-16T05:17:28.020068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:28.029258] [DEBUG] [REMOTE    ] AFGB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:28.029990] [DEBUG] [LOCAL     ] Loaded configuration for AFGB: 9 features, N/A% accuracy
[2025-11-16T05:17:28.030054] [INFO ] [LOCAL     ] AFGB: Loaded 9 optimal features with 43.20% confidence from JSON config
[2025-11-16T05:17:28.030092] [DEBUG] [MAG       ] Building data for symbol: AFGB with lookback: 0
[2025-11-16T05:17:28.030993] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:28.031102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:28.036131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:28.040329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:28.040947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:28.041413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:28.041881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:28.091856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:28.093628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:28.095496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:17:28.096777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:28.128770] [INFO ] [LOCAL     ] CHPT: Saved forecast.
[2025-11-16T05:17:28.128884] [INFO ] [main      ] CHPT: Signal=1 (Conf=90.0%), Magnitude=-11.13% (Conf=50.2927%)
[2025-11-16T05:17:28.129092] [INFO ] [main      ] Fetching symbol history for EMN...
[2025-11-16T05:17:28.129144] [DEBUG] [REMOTE    ] EMN: Fetching historical data.
[2025-11-16T05:17:28.130919] [INFO ] [main      ] Progress: 122/472 forecasts completed (25.8%). CHPT finished in 0.6s. ETA: 1m 2s. Rate: 338.90 forecasts/min
[2025-11-16T05:17:28.142329] [DEBUG] [REMOTE    ] EMN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:28.142806] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-11-14
[2025-11-16T05:17:28.143365] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 4 features, N/A% accuracy
[2025-11-16T05:17:28.143488] [INFO ] [LOCAL     ] EMN: Loaded 4 optimal features with 54.55% confidence from JSON config
[2025-11-16T05:17:28.143589] [DEBUG] [MAG       ] Building data for symbol: EMN with lookback: 0
[2025-11-16T05:17:28.144529] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:28.144680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:28.149797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:28.151790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:28.152385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:28.152900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:28.326183] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:28.384598] [DEBUG] [MAG       ] CWT: Last date is validated at 2025-11-14
[2025-11-16T05:17:28.407140] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-11-16T05:17:28.407262] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=1.81% (Conf=59.2048%)
[2025-11-16T05:17:28.407503] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-11-16T05:17:28.407557] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-11-16T05:17:28.409739] [INFO ] [main      ] Progress: 123/472 forecasts completed (26.1%). DEI finished in 0.8s. ETA: 1m 2s. Rate: 337.33 forecasts/min
[2025-11-16T05:17:28.422721] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:28.423688] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-11-16T05:17:28.423752] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-11-16T05:17:28.423789] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-11-16T05:17:28.424804] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:28.424883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:28.426691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:28.427326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:28.427806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:28.428258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:28.447239] [DEBUG] [MAG       ] AFGB: Last date is validated at 2025-11-14
[2025-11-16T05:17:28.509363] [DEBUG] [MAG       ] EMN: Last date is validated at 2025-11-14
[2025-11-16T05:17:28.558505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:28.558751] [DEBUG] [MAG       ] CWT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:28.560077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:28.561868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:28.629857] [DEBUG] [MAG       ] AFGB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:28.660387] [INFO ] [LOCAL     ] CWT: Saved forecast.
[2025-11-16T05:17:28.660506] [INFO ] [main      ] CWT: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=52.3488%)
[2025-11-16T05:17:28.661003] [INFO ] [main      ] Fetching symbol history for RKT...
[2025-11-16T05:17:28.661069] [DEBUG] [REMOTE    ] RKT: Fetching historical data.
[2025-11-16T05:17:28.661775] [INFO ] [main      ] Progress: 124/472 forecasts completed (26.3%). CWT finished in 0.7s. ETA: 1m 2s. Rate: 336.20 forecasts/min
[2025-11-16T05:17:28.675659] [DEBUG] [REMOTE    ] RKT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:28.676525] [DEBUG] [LOCAL     ] Loaded configuration for RKT: 3 features, N/A% accuracy
[2025-11-16T05:17:28.676590] [INFO ] [LOCAL     ] RKT: Loaded 3 optimal features with 50.48% confidence from JSON config
[2025-11-16T05:17:28.676678] [DEBUG] [MAG       ] Building data for symbol: RKT with lookback: 0
[2025-11-16T05:17:28.677561] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:28.677660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:28.678623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:28.681215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:28.682341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:28.684439] [DEBUG] [MAG       ] EMN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:28.702489] [INFO ] [LOCAL     ] AFGB: Saved forecast.
[2025-11-16T05:17:28.702771] [INFO ] [main      ] AFGB: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=43.2033%)
[2025-11-16T05:17:28.703042] [INFO ] [main      ] Fetching symbol history for MOD...
[2025-11-16T05:17:28.703156] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2025-11-16T05:17:28.704281] [INFO ] [main      ] Progress: 125/472 forecasts completed (26.5%). AFGB finished in 0.7s. ETA: 1m 2s. Rate: 338.26 forecasts/min
[2025-11-16T05:17:28.718760] [DEBUG] [REMOTE    ] MOD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:28.719510] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2025-11-16T05:17:28.719629] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2025-11-16T05:17:28.719752] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2025-11-16T05:17:28.720704] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:28.720839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:28.726577] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:28.727715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:28.810931] [INFO ] [LOCAL     ] EMN: Saved forecast.
[2025-11-16T05:17:28.811046] [INFO ] [main      ] EMN: Signal=1 (Conf=90.0%), Magnitude=-2.78% (Conf=54.5505%)
[2025-11-16T05:17:28.811268] [INFO ] [main      ] Fetching symbol history for BRC...
[2025-11-16T05:17:28.811321] [DEBUG] [REMOTE    ] BRC: Fetching historical data.
[2025-11-16T05:17:28.812284] [INFO ] [main      ] Progress: 126/472 forecasts completed (26.7%). EMN finished in 0.7s. ETA: 1m 1s. Rate: 339.31 forecasts/min
[2025-11-16T05:17:28.825263] [DEBUG] [REMOTE    ] BRC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:28.826148] [DEBUG] [LOCAL     ] Loaded configuration for BRC: 4 features, N/A% accuracy
[2025-11-16T05:17:28.826272] [INFO ] [LOCAL     ] BRC: Loaded 4 optimal features with 45.67% confidence from JSON config
[2025-11-16T05:17:28.826374] [DEBUG] [MAG       ] Building data for symbol: BRC with lookback: 0
[2025-11-16T05:17:28.827361] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:28.827497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:28.832492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:28.834361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:28.879980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:28.881533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:28.905275] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-11-14
[2025-11-16T05:17:29.028491] [DEBUG] [MAG       ] RKT: Last date is validated at 2025-11-14
[2025-11-16T05:17:29.078014] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:29.081153] [DEBUG] [MAG       ] MOD: Last date is validated at 2025-11-14
[2025-11-16T05:17:29.203761] [DEBUG] [MAG       ] RKT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:29.216361] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-11-16T05:17:29.216484] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=50.2566%)
[2025-11-16T05:17:29.217218] [INFO ] [main      ] Fetching symbol history for PSN...
[2025-11-16T05:17:29.217431] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2025-11-16T05:17:29.217760] [INFO ] [main      ] Progress: 127/472 forecasts completed (26.9%). ZBH finished in 0.8s. ETA: 1m 2s. Rate: 335.89 forecasts/min
[2025-11-16T05:17:29.222239] [DEBUG] [MAG       ] BRC: Last date is validated at 2025-11-14
[2025-11-16T05:17:29.232406] [DEBUG] [REMOTE    ] PSN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:29.233159] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2025-11-16T05:17:29.233341] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2025-11-16T05:17:29.233443] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2025-11-16T05:17:29.234400] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:29.234538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:29.235590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:29.236493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:29.237599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:29.240030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:29.258443] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:29.301911] [INFO ] [LOCAL     ] RKT: Saved forecast.
[2025-11-16T05:17:29.302036] [INFO ] [main      ] RKT: Signal=1 (Conf=90.0%), Magnitude=6.00% (Conf=50.4844%)
[2025-11-16T05:17:29.302276] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-11-16T05:17:29.302330] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-11-16T05:17:29.303439] [INFO ] [main      ] Progress: 128/472 forecasts completed (27.1%). RKT finished in 0.6s. ETA: 1m 1s. Rate: 337.26 forecasts/min
[2025-11-16T05:17:29.317152] [DEBUG] [REMOTE    ] SNN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:29.318210] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-11-16T05:17:29.318330] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-11-16T05:17:29.318440] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-11-16T05:17:29.319400] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:29.319535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:29.324586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:29.373788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:29.375312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:29.376042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:29.378048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:17:29.380230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:17:29.381100] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:29.393119] [DEBUG] [MAG       ] BRC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:29.415458] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2025-11-16T05:17:29.415570] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=5.49% (Conf=41.4009%)
[2025-11-16T05:17:29.416059] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-11-16T05:17:29.416263] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-11-16T05:17:29.416770] [INFO ] [main      ] Progress: 129/472 forecasts completed (27.3%). MOD finished in 0.7s. ETA: 1m 1s. Rate: 338.21 forecasts/min
[2025-11-16T05:17:29.430842] [DEBUG] [REMOTE    ] DHX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:29.431522] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-11-16T05:17:29.431579] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-11-16T05:17:29.431614] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-11-16T05:17:29.432572] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:29.432678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:29.434534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:29.435187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:29.438231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:29.441275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:29.461770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:17:29.465039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:29.501405] [INFO ] [LOCAL     ] BRC: Saved forecast.
[2025-11-16T05:17:29.501520] [INFO ] [main      ] BRC: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=45.6662%)
[2025-11-16T05:17:29.502070] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-11-16T05:17:29.502140] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-11-16T05:17:29.502763] [INFO ] [main      ] Progress: 130/472 forecasts completed (27.5%). BRC finished in 0.7s. ETA: 1m 0s. Rate: 339.56 forecasts/min
[2025-11-16T05:17:29.516002] [DEBUG] [REMOTE    ] NNI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:29.516580] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-11-16T05:17:29.516680] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-11-16T05:17:29.516733] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-11-16T05:17:29.517602] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:29.517758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:29.522996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:29.524910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:29.525468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:29.525956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:29.526386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:29.527668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:29.528332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:29.589017] [DEBUG] [MAG       ] PSN: Last date is validated at 2025-11-14
[2025-11-16T05:17:29.742157] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-11-14
[2025-11-16T05:17:29.770516] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:29.809315] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-11-14
[2025-11-16T05:17:29.881782] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-11-14
[2025-11-16T05:17:29.916556] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:29.916711] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2025-11-16T05:17:29.916820] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=61.672%)
[2025-11-16T05:17:29.917387] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-11-16T05:17:29.917447] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-11-16T05:17:29.917765] [INFO ] [main      ] Progress: 131/472 forecasts completed (27.8%). PSN finished in 0.7s. ETA: 1m 1s. Rate: 336.10 forecasts/min
[2025-11-16T05:17:29.932571] [DEBUG] [REMOTE    ] MEI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:29.933508] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-11-16T05:17:29.933575] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-11-16T05:17:29.933615] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-11-16T05:17:29.934558] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:29.934657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:17:29.936911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:29.938982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:29.939594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:29.940826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:17:29.943024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:29.995500] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:30.024908] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-11-16T05:17:30.025027] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=38.7013%)
[2025-11-16T05:17:30.025253] [INFO ] [main      ] Fetching symbol history for CFR...
[2025-11-16T05:17:30.025306] [DEBUG] [REMOTE    ] CFR: Fetching historical data.
[2025-11-16T05:17:30.026201] [INFO ] [main      ] Progress: 132/472 forecasts completed (28.0%). SNN finished in 0.7s. ETA: 1m 1s. Rate: 337.10 forecasts/min
[2025-11-16T05:17:30.040611] [DEBUG] [REMOTE    ] CFR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:30.041351] [DEBUG] [LOCAL     ] Loaded configuration for CFR: 1 features, N/A% accuracy
[2025-11-16T05:17:30.041415] [INFO ] [LOCAL     ] CFR: Loaded 1 optimal features with 62.71% confidence from JSON config
[2025-11-16T05:17:30.041453] [DEBUG] [MAG       ] Building data for symbol: CFR with lookback: 0
[2025-11-16T05:17:30.042341] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:30.042431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:30.047443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:30.058325] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:30.074386] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-11-16T05:17:30.074704] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-2.14% (Conf=44.3582%)
[2025-11-16T05:17:30.075328] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-11-16T05:17:30.075446] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-11-16T05:17:30.075777] [INFO ] [main      ] Progress: 133/472 forecasts completed (28.2%). DHX finished in 0.7s. ETA: 1m 0s. Rate: 338.94 forecasts/min
[2025-11-16T05:17:30.090090] [DEBUG] [REMOTE    ] TDF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:30.091203] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-11-16T05:17:30.091330] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-11-16T05:17:30.091429] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-11-16T05:17:30.092493] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:30.092634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:30.098010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:30.100258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:30.100975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:30.101483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:17:30.106164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:17:30.108790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:30.190634] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-11-16T05:17:30.190782] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=59.3173%)
[2025-11-16T05:17:30.190998] [INFO ] [main      ] Fetching symbol history for PPL...
[2025-11-16T05:17:30.191055] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2025-11-16T05:17:30.192887] [INFO ] [main      ] Progress: 134/472 forecasts completed (28.4%). NNI finished in 0.7s. ETA: 59.7s. Rate: 339.80 forecasts/min
[2025-11-16T05:17:30.204629] [DEBUG] [REMOTE    ] PPL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:30.205612] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2025-11-16T05:17:30.205757] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2025-11-16T05:17:30.205857] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2025-11-16T05:17:30.206789] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:30.206927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:30.212390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:30.214677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:30.215456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:30.216065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:30.217099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:30.219661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:30.311987] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-11-14
[2025-11-16T05:17:30.357020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:30.358520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:30.391306] [DEBUG] [MAG       ] CFR: Last date is validated at 2025-11-14
[2025-11-16T05:17:30.466809] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-11-14
[2025-11-16T05:17:30.484441] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:30.563620] [DEBUG] [MAG       ] CFR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:30.580253] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-11-16T05:17:30.580570] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=64.7936%)
[2025-11-16T05:17:30.581105] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-11-16T05:17:30.581223] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-11-16T05:17:30.581750] [INFO ] [main      ] Progress: 135/472 forecasts completed (28.6%). MEI finished in 0.7s. ETA: 1m 0s. Rate: 336.80 forecasts/min
[2025-11-16T05:17:30.596218] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:30.597079] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-11-16T05:17:30.597202] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-11-16T05:17:30.597302] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-11-16T05:17:30.598255] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:30.598395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:30.600387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:30.601062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:30.601544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:30.602410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:30.652497] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:30.694420] [INFO ] [LOCAL     ] CFR: Saved forecast.
[2025-11-16T05:17:30.694540] [INFO ] [main      ] CFR: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=62.712%)
[2025-11-16T05:17:30.694816] [INFO ] [main      ] Fetching symbol history for NET...
[2025-11-16T05:17:30.694896] [DEBUG] [REMOTE    ] NET: Fetching historical data.
[2025-11-16T05:17:30.696761] [INFO ] [main      ] Progress: 136/472 forecasts completed (28.8%). CFR finished in 0.7s. ETA: 59.7s. Rate: 337.68 forecasts/min
[2025-11-16T05:17:30.704974] [DEBUG] [MAG       ] PPL: Last date is validated at 2025-11-14
[2025-11-16T05:17:30.709559] [DEBUG] [REMOTE    ] NET: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:30.710290] [DEBUG] [LOCAL     ] Loaded configuration for NET: 5 features, N/A% accuracy
[2025-11-16T05:17:30.710355] [INFO ] [LOCAL     ] NET: Loaded 5 optimal features with 44.18% confidence from JSON config
[2025-11-16T05:17:30.710398] [DEBUG] [MAG       ] Building data for symbol: NET with lookback: 0
[2025-11-16T05:17:30.711312] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:30.711392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:30.712206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:30.726276] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-11-16T05:17:30.726480] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=67.98%)
[2025-11-16T05:17:30.726811] [INFO ] [main      ] Fetching symbol history for CRT...
[2025-11-16T05:17:30.726910] [DEBUG] [REMOTE    ] CRT: Fetching historical data.
[2025-11-16T05:17:30.728710] [INFO ] [main      ] Progress: 137/472 forecasts completed (29.0%). TDF finished in 0.7s. ETA: 59.2s. Rate: 339.71 forecasts/min
[2025-11-16T05:17:30.741047] [DEBUG] [REMOTE    ] CRT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:30.741949] [DEBUG] [LOCAL     ] Loaded configuration for CRT: 4 features, N/A% accuracy
[2025-11-16T05:17:30.742051] [INFO ] [LOCAL     ] CRT: Loaded 4 optimal features with 53.04% confidence from JSON config
[2025-11-16T05:17:30.742127] [DEBUG] [MAG       ] Building data for symbol: CRT with lookback: 0
[2025-11-16T05:17:30.743073] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:30.743192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:30.748298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:30.749308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:30.840076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:30.841540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:17:30.844220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:17:30.846397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:30.872381] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:30.882539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:30.885309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:30.950100] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-11-14
[2025-11-16T05:17:30.960625] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2025-11-16T05:17:30.960753] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=51.1453%)
[2025-11-16T05:17:30.960929] [INFO ] [main      ] Fetching symbol history for BTE...
[2025-11-16T05:17:30.960978] [DEBUG] [REMOTE    ] BTE: Fetching historical data.
[2025-11-16T05:17:30.962139] [INFO ] [main      ] Progress: 138/472 forecasts completed (29.2%). PPL finished in 0.8s. ETA: 59.1s. Rate: 338.92 forecasts/min
[2025-11-16T05:17:30.973923] [DEBUG] [REMOTE    ] BTE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:30.974861] [DEBUG] [LOCAL     ] Loaded configuration for BTE: 1 features, N/A% accuracy
[2025-11-16T05:17:30.974932] [INFO ] [LOCAL     ] BTE: Loaded 1 optimal features with 58.45% confidence from JSON config
[2025-11-16T05:17:30.975033] [DEBUG] [MAG       ] Building data for symbol: BTE with lookback: 0
[2025-11-16T05:17:30.975915] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:30.975996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:30.976911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:31.120067] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:31.193090] [DEBUG] [MAG       ] NET: Last date is validated at 2025-11-14
[2025-11-16T05:17:31.233088] [DEBUG] [MAG       ] CRT: Last date is validated at 2025-11-14
[2025-11-16T05:17:31.240082] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-11-16T05:17:31.240218] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=58.5696%)
[2025-11-16T05:17:31.240712] [INFO ] [main      ] Fetching symbol history for UNP...
[2025-11-16T05:17:31.240782] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2025-11-16T05:17:31.240997] [INFO ] [main      ] Progress: 139/472 forecasts completed (29.4%). FBIN finished in 0.7s. ETA: 59.2s. Rate: 337.53 forecasts/min
[2025-11-16T05:17:31.255268] [DEBUG] [REMOTE    ] UNP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:31.255976] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2025-11-16T05:17:31.256040] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2025-11-16T05:17:31.256078] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2025-11-16T05:17:31.257002] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:31.257096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:31.261972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:31.263877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:31.264479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:31.265050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:31.265471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:31.267898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:31.269132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:31.271849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:31.273189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:31.312727] [DEBUG] [MAG       ] BTE: Last date is validated at 2025-11-14
[2025-11-16T05:17:31.365573] [DEBUG] [MAG       ] NET: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:31.404170] [DEBUG] [MAG       ] CRT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:31.479217] [DEBUG] [MAG       ] BTE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:31.483257] [INFO ] [LOCAL     ] CRT: Saved forecast.
[2025-11-16T05:17:31.483377] [INFO ] [main      ] CRT: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=53.0352%)
[2025-11-16T05:17:31.483603] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-11-16T05:17:31.483674] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-11-16T05:17:31.484745] [INFO ] [main      ] Progress: 140/472 forecasts completed (29.7%). CRT finished in 0.8s. ETA: 59.2s. Rate: 336.63 forecasts/min
[2025-11-16T05:17:31.498973] [DEBUG] [REMOTE    ] TRC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:31.499888] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-11-16T05:17:31.499958] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-11-16T05:17:31.499995] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-11-16T05:17:31.500925] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:31.501006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:31.502814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:31.503417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:31.503857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:31.504843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:31.505484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:17:31.507516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:17:31.510350] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:31.518652] [INFO ] [LOCAL     ] NET: Saved forecast.
[2025-11-16T05:17:31.518784] [INFO ] [main      ] NET: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=44.178%)
[2025-11-16T05:17:31.519061] [INFO ] [main      ] Fetching symbol history for AWP...
[2025-11-16T05:17:31.519125] [DEBUG] [REMOTE    ] AWP: Fetching historical data.
[2025-11-16T05:17:31.520097] [INFO ] [main      ] Progress: 141/472 forecasts completed (29.9%). NET finished in 0.8s. ETA: 58.7s. Rate: 338.56 forecasts/min
[2025-11-16T05:17:31.533750] [DEBUG] [REMOTE    ] AWP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:31.534465] [DEBUG] [LOCAL     ] Loaded configuration for AWP: 2 features, N/A% accuracy
[2025-11-16T05:17:31.534529] [INFO ] [LOCAL     ] AWP: Loaded 2 optimal features with 39.34% confidence from JSON config
[2025-11-16T05:17:31.534588] [DEBUG] [MAG       ] Building data for symbol: AWP with lookback: 0
[2025-11-16T05:17:31.535533] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:31.535612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:31.536521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:31.538305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:31.538781] [INFO ] [LOCAL     ] BTE: Saved forecast.
[2025-11-16T05:17:31.538917] [INFO ] [main      ] BTE: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=58.4512%)
[2025-11-16T05:17:31.539195] [INFO ] [main      ] Fetching symbol history for AWR...
[2025-11-16T05:17:31.539313] [DEBUG] [REMOTE    ] AWR: Fetching historical data.
[2025-11-16T05:17:31.540092] [INFO ] [main      ] Progress: 142/472 forecasts completed (30.1%). BTE finished in 0.6s. ETA: 58.1s. Rate: 340.69 forecasts/min
[2025-11-16T05:17:31.551696] [DEBUG] [REMOTE    ] AWR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:31.552386] [DEBUG] [LOCAL     ] Loaded configuration for AWR: 8 features, N/A% accuracy
[2025-11-16T05:17:31.552505] [INFO ] [LOCAL     ] AWR: Loaded 8 optimal features with 56.67% confidence from JSON config
[2025-11-16T05:17:31.552602] [DEBUG] [MAG       ] Building data for symbol: AWR with lookback: 0
[2025-11-16T05:17:31.553462] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:31.553598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:31.558622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:31.560710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:31.561284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:31.562291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:31.563138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:31.565864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:17:31.568147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:17:31.569603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:31.624865] [DEBUG] [MAG       ] UNP: Last date is validated at 2025-11-14
[2025-11-16T05:17:31.807573] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:31.866896] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-11-14
[2025-11-16T05:17:31.898701] [DEBUG] [MAG       ] AWP: Last date is validated at 2025-11-14
[2025-11-16T05:17:31.928000] [DEBUG] [MAG       ] AWR: Last date is validated at 2025-11-14
[2025-11-16T05:17:31.966615] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2025-11-16T05:17:31.966805] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=69.8631%)
[2025-11-16T05:17:31.967483] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-11-16T05:17:31.967606] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-11-16T05:17:31.967792] [INFO ] [main      ] Progress: 143/472 forecasts completed (30.3%). UNP finished in 0.7s. ETA: 58.5s. Rate: 337.32 forecasts/min
[2025-11-16T05:17:31.983477] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:31.984264] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-11-16T05:17:31.984381] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-11-16T05:17:31.984476] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-11-16T05:17:31.985426] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:17:31.985570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:31.991395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:31.993362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:31.994020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:31.994461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:31.995327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:31.996269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:32.044032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:17:32.049748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:17:32.050837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:17:32.051859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:32.060915] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:32.096726] [DEBUG] [MAG       ] AWP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:32.117924] [DEBUG] [MAG       ] AWR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:32.167093] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-11-16T05:17:32.167228] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=64.291%)
[2025-11-16T05:17:32.167582] [INFO ] [main      ] Fetching symbol history for VBF...
[2025-11-16T05:17:32.167663] [DEBUG] [REMOTE    ] VBF: Fetching historical data.
[2025-11-16T05:17:32.168417] [INFO ] [main      ] Progress: 144/472 forecasts completed (30.5%). TRC finished in 0.7s. ETA: 58.4s. Rate: 337.02 forecasts/min
[2025-11-16T05:17:32.184323] [DEBUG] [REMOTE    ] VBF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:32.185106] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 6 features, N/A% accuracy
[2025-11-16T05:17:32.185174] [INFO ] [LOCAL     ] VBF: Loaded 6 optimal features with 50.94% confidence from JSON config
[2025-11-16T05:17:32.185220] [DEBUG] [MAG       ] Building data for symbol: VBF with lookback: 0
[2025-11-16T05:17:32.186454] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:32.186562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:32.192115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:32.193385] [INFO ] [LOCAL     ] AWP: Saved forecast.
[2025-11-16T05:17:32.193567] [INFO ] [main      ] AWP: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=39.3361%)
[2025-11-16T05:17:32.193960] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-11-16T05:17:32.194053] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-11-16T05:17:32.195189] [INFO ] [main      ] Progress: 145/472 forecasts completed (30.7%). AWP finished in 0.7s. ETA: 57.9s. Rate: 339.00 forecasts/min
[2025-11-16T05:17:32.210404] [DEBUG] [REMOTE    ] NTB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:32.211205] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-11-16T05:17:32.211288] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-11-16T05:17:32.211342] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-11-16T05:17:32.212502] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:32.212600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:32.219081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:32.223499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:32.245638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:32.249881] [INFO ] [LOCAL     ] AWR: Saved forecast.
[2025-11-16T05:17:32.250172] [INFO ] [main      ] AWR: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=56.6743%)
[2025-11-16T05:17:32.250514] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-11-16T05:17:32.250667] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-11-16T05:17:32.251100] [INFO ] [main      ] Progress: 146/472 forecasts completed (30.9%). AWR finished in 0.7s. ETA: 57.4s. Rate: 340.60 forecasts/min
[2025-11-16T05:17:32.264156] [DEBUG] [REMOTE    ] TBI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:32.264897] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-11-16T05:17:32.265019] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-11-16T05:17:32.265118] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-11-16T05:17:32.266335] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:17:32.308208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:32.436245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:32.440383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:32.442112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:32.556376] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-11-14
[2025-11-16T05:17:32.708061] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-11-14
[2025-11-16T05:17:32.747332] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-11-14
[2025-11-16T05:17:32.830741] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:32.903992] [DEBUG] [MAG       ] VBF: Last date is validated at 2025-11-14
[2025-11-16T05:17:32.913227] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:32.936628] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-11-16T05:17:32.936972] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-1.72% (Conf=48.6359%)
[2025-11-16T05:17:32.937475] [INFO ] [main      ] Progress: 147/472 forecasts completed (31.1%). SMFG finished in 1.0s. ETA: 58.4s. Rate: 334.02 forecasts/min
[2025-11-16T05:17:32.937698] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-11-16T05:17:32.937818] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-11-16T05:17:32.952141] [DEBUG] [REMOTE    ] JLL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:32.953196] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-11-16T05:17:32.953334] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-11-16T05:17:32.953436] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-11-16T05:17:32.954519] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:32.954620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:32.960354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:32.961725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:32.964888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:33.019000] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-11-16T05:17:33.019130] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=47.8289%)
[2025-11-16T05:17:33.019373] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-11-16T05:17:33.019434] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-11-16T05:17:33.020324] [INFO ] [main      ] Progress: 148/472 forecasts completed (31.4%). NTB finished in 0.8s. ETA: 58.0s. Rate: 335.24 forecasts/min
[2025-11-16T05:17:33.023562] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:33.036985] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:33.037815] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-11-16T05:17:33.037933] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-11-16T05:17:33.037990] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-11-16T05:17:33.039292] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:33.039395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:33.093353] [DEBUG] [MAG       ] VBF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:33.094471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:33.102140] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-11-16T05:17:33.102237] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=-5.12% (Conf=56.916%)
[2025-11-16T05:17:33.102437] [INFO ] [main      ] Fetching symbol history for AON...
[2025-11-16T05:17:33.102497] [DEBUG] [REMOTE    ] AON: Fetching historical data.
[2025-11-16T05:17:33.103055] [INFO ] [main      ] Progress: 149/472 forecasts completed (31.6%). TBI finished in 0.9s. ETA: 57.6s. Rate: 336.45 forecasts/min
[2025-11-16T05:17:33.115266] [DEBUG] [REMOTE    ] AON: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:33.115903] [DEBUG] [LOCAL     ] Loaded configuration for AON: 5 features, N/A% accuracy
[2025-11-16T05:17:33.115965] [INFO ] [LOCAL     ] AON: Loaded 5 optimal features with 66.18% confidence from JSON config
[2025-11-16T05:17:33.116002] [DEBUG] [MAG       ] Building data for symbol: AON with lookback: 0
[2025-11-16T05:17:33.116885] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:33.116965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:33.118793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:33.119373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:33.119848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:33.120879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:33.161224] [INFO ] [LOCAL     ] VBF: Saved forecast.
[2025-11-16T05:17:33.161323] [INFO ] [main      ] VBF: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=50.9413%)
[2025-11-16T05:17:33.161524] [INFO ] [main      ] Fetching symbol history for DOCS...
[2025-11-16T05:17:33.161576] [DEBUG] [REMOTE    ] DOCS: Fetching historical data.
[2025-11-16T05:17:33.162664] [INFO ] [main      ] Progress: 150/472 forecasts completed (31.8%). VBF finished in 1.0s. ETA: 57.2s. Rate: 337.95 forecasts/min
[2025-11-16T05:17:33.175012] [DEBUG] [REMOTE    ] DOCS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:33.175872] [DEBUG] [LOCAL     ] Loaded configuration for DOCS: 3 features, N/A% accuracy
[2025-11-16T05:17:33.175991] [INFO ] [LOCAL     ] DOCS: Loaded 3 optimal features with 41.83% confidence from JSON config
[2025-11-16T05:17:33.176091] [DEBUG] [MAG       ] Building data for symbol: DOCS with lookback: 0
[2025-11-16T05:17:33.177120] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:33.177444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:33.182847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:33.183716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:17:33.186225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:33.257261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:33.338199] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-11-14
[2025-11-16T05:17:33.456426] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-11-14
[2025-11-16T05:17:33.510866] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:33.527937] [DEBUG] [MAG       ] DOCS: Last date is validated at 2025-11-14
[2025-11-16T05:17:33.602230] [DEBUG] [MAG       ] AON: Last date is validated at 2025-11-14
[2025-11-16T05:17:33.628607] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:33.656998] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-11-16T05:17:33.657154] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=45.2981%)
[2025-11-16T05:17:33.657377] [INFO ] [main      ] Fetching symbol history for OVV...
[2025-11-16T05:17:33.657779] [DEBUG] [REMOTE    ] OVV: Fetching historical data.
[2025-11-16T05:17:33.658906] [INFO ] [main      ] Progress: 151/472 forecasts completed (32.0%). JLL finished in 0.7s. ETA: 57.7s. Rate: 333.98 forecasts/min
[2025-11-16T05:17:33.673219] [DEBUG] [REMOTE    ] OVV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:33.674188] [DEBUG] [LOCAL     ] Loaded configuration for OVV: 4 features, N/A% accuracy
[2025-11-16T05:17:33.674283] [INFO ] [LOCAL     ] OVV: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-11-16T05:17:33.674351] [DEBUG] [MAG       ] Building data for symbol: OVV with lookback: 0
[2025-11-16T05:17:33.675354] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:33.675451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:33.676304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:33.699932] [DEBUG] [MAG       ] DOCS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:33.722483] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-11-16T05:17:33.722591] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=48.7735%)
[2025-11-16T05:17:33.722788] [INFO ] [main      ] Fetching symbol history for BH...
[2025-11-16T05:17:33.722848] [DEBUG] [REMOTE    ] BH: Fetching historical data.
[2025-11-16T05:17:33.723966] [INFO ] [main      ] Progress: 152/472 forecasts completed (32.2%). HPQ finished in 0.7s. ETA: 57.2s. Rate: 335.39 forecasts/min
[2025-11-16T05:17:33.735345] [DEBUG] [REMOTE    ] BH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:33.736077] [DEBUG] [LOCAL     ] Loaded configuration for BH: 4 features, N/A% accuracy
[2025-11-16T05:17:33.736201] [INFO ] [LOCAL     ] BH: Loaded 4 optimal features with 40.87% confidence from JSON config
[2025-11-16T05:17:33.736298] [DEBUG] [MAG       ] Building data for symbol: BH with lookback: 0
[2025-11-16T05:17:33.737187] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:33.737320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:33.742228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:33.743305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:33.746066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:33.747823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:33.773478] [DEBUG] [MAG       ] AON: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:33.811133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:33.845006] [INFO ] [LOCAL     ] DOCS: Saved forecast.
[2025-11-16T05:17:33.845302] [INFO ] [main      ] DOCS: Signal=1 (Conf=90.0%), Magnitude=2.08% (Conf=41.8275%)
[2025-11-16T05:17:33.845811] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-11-16T05:17:33.845931] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-11-16T05:17:33.846734] [INFO ] [main      ] Progress: 153/472 forecasts completed (32.4%). DOCS finished in 0.7s. ETA: 57.0s. Rate: 336.08 forecasts/min
[2025-11-16T05:17:33.858891] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:33.859596] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-11-16T05:17:33.859737] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-11-16T05:17:33.859836] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-11-16T05:17:33.860728] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:33.860857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:33.865855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:33.870279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:33.871942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:33.925899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:33.928587] [INFO ] [LOCAL     ] AON: Saved forecast.
[2025-11-16T05:17:33.928833] [INFO ] [main      ] AON: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=66.1787%)
[2025-11-16T05:17:33.929337] [INFO ] [main      ] Fetching symbol history for VFC...
[2025-11-16T05:17:33.929459] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2025-11-16T05:17:33.929739] [INFO ] [main      ] Progress: 154/472 forecasts completed (32.6%). AON finished in 0.8s. ETA: 56.6s. Rate: 337.25 forecasts/min
[2025-11-16T05:17:33.944921] [DEBUG] [REMOTE    ] VFC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:33.945897] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2025-11-16T05:17:33.946059] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2025-11-16T05:17:33.946210] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2025-11-16T05:17:33.947256] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:33.947396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:33.952427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:33.953495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:33.955231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:34.096489] [DEBUG] [MAG       ] BH: Last date is validated at 2025-11-14
[2025-11-16T05:17:34.238805] [DEBUG] [MAG       ] OVV: Last date is validated at 2025-11-14
[2025-11-16T05:17:34.267168] [DEBUG] [MAG       ] BH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:34.277718] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-11-14
[2025-11-16T05:17:34.292595] [DEBUG] [MAG       ] VFC: Last date is validated at 2025-11-14
[2025-11-16T05:17:34.410402] [INFO ] [LOCAL     ] BH: Saved forecast.
[2025-11-16T05:17:34.410744] [INFO ] [main      ] BH: Signal=1 (Conf=90.0%), Magnitude=-0.89% (Conf=40.8669%)
[2025-11-16T05:17:34.410875] [DEBUG] [MAG       ] OVV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:34.411224] [INFO ] [main      ] Progress: 155/472 forecasts completed (32.8%). BH finished in 0.7s. ETA: 57.0s. Rate: 333.58 forecasts/min
[2025-11-16T05:17:34.411429] [INFO ] [main      ] Fetching symbol history for CMG...
[2025-11-16T05:17:34.411482] [DEBUG] [REMOTE    ] CMG: Fetching historical data.
[2025-11-16T05:17:34.424387] [DEBUG] [REMOTE    ] CMG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:34.425065] [DEBUG] [LOCAL     ] Loaded configuration for CMG: 2 features, N/A% accuracy
[2025-11-16T05:17:34.425129] [INFO ] [LOCAL     ] CMG: Loaded 2 optimal features with 51.98% confidence from JSON config
[2025-11-16T05:17:34.425166] [DEBUG] [MAG       ] Building data for symbol: CMG with lookback: 0
[2025-11-16T05:17:34.425983] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:34.426060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:34.430989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:34.432301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:34.448899] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:34.465009] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:34.522375] [INFO ] [LOCAL     ] OVV: Saved forecast.
[2025-11-16T05:17:34.522711] [INFO ] [main      ] OVV: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=53.7477%)
[2025-11-16T05:17:34.522998] [INFO ] [main      ] Fetching symbol history for ASIX...
[2025-11-16T05:17:34.523112] [DEBUG] [REMOTE    ] ASIX: Fetching historical data.
[2025-11-16T05:17:34.524197] [INFO ] [main      ] Progress: 156/472 forecasts completed (33.1%). OVV finished in 0.9s. ETA: 56.7s. Rate: 334.38 forecasts/min
[2025-11-16T05:17:34.538085] [DEBUG] [REMOTE    ] ASIX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:34.538800] [DEBUG] [LOCAL     ] Loaded configuration for ASIX: 4 features, N/A% accuracy
[2025-11-16T05:17:34.538880] [INFO ] [LOCAL     ] ASIX: Loaded 4 optimal features with 39.06% confidence from JSON config
[2025-11-16T05:17:34.538921] [DEBUG] [MAG       ] Building data for symbol: ASIX with lookback: 0
[2025-11-16T05:17:34.539832] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:34.539911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:34.544847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:34.546746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:34.547284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:34.548074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:34.553968] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-11-16T05:17:34.554067] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=66.3005%)
[2025-11-16T05:17:34.554481] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-11-16T05:17:34.554539] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-11-16T05:17:34.555412] [INFO ] [main      ] Progress: 157/472 forecasts completed (33.3%). HSBC finished in 0.7s. ETA: 56.2s. Rate: 336.14 forecasts/min
[2025-11-16T05:17:34.563899] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2025-11-16T05:17:34.564005] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=-4.78% (Conf=42.5431%)
[2025-11-16T05:17:34.564183] [INFO ] [main      ] Fetching symbol history for WOLF...
[2025-11-16T05:17:34.564233] [DEBUG] [REMOTE    ] WOLF: Fetching historical data.
[2025-11-16T05:17:34.565445] [INFO ] [main      ] Progress: 158/472 forecasts completed (33.5%). VFC finished in 0.6s. ETA: 55.7s. Rate: 338.16 forecasts/min
[2025-11-16T05:17:34.567098] [DEBUG] [REMOTE    ] TPL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:34.567601] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-11-16T05:17:34.567676] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-11-16T05:17:34.567954] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-11-16T05:17:34.568775] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:34.568853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:34.570576] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:34.571135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:34.571593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:34.572424] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:34.577200] [DEBUG] [REMOTE    ] WOLF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:34.577972] [DEBUG] [LOCAL     ] Loaded configuration for WOLF: 6 features, N/A% accuracy
[2025-11-16T05:17:34.578036] [INFO ] [LOCAL     ] WOLF: Loaded 6 optimal features with 46.12% confidence from JSON config
[2025-11-16T05:17:34.578073] [DEBUG] [MAG       ] Building data for symbol: WOLF with lookback: 0
[2025-11-16T05:17:34.578887] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:34.578965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:34.583869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:34.584719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:34.587441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:34.588531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:17:34.589284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:17:34.590019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:34.776446] [DEBUG] [MAG       ] CMG: Last date is validated at 2025-11-14
[2025-11-16T05:17:34.888875] [DEBUG] [MAG       ] ASIX: Last date is validated at 2025-11-14
[2025-11-16T05:17:34.910742] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-11-14
[2025-11-16T05:17:34.935180] [DEBUG] [MAG       ] WOLF: Last date is validated at 2025-11-14
[2025-11-16T05:17:34.949145] [DEBUG] [MAG       ] CMG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:35.055932] [DEBUG] [MAG       ] ASIX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:35.078346] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:35.083095] [INFO ] [LOCAL     ] CMG: Saved forecast.
[2025-11-16T05:17:35.083241] [INFO ] [main      ] CMG: Signal=1 (Conf=90.0%), Magnitude=4.14% (Conf=51.9837%)
[2025-11-16T05:17:35.083796] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-11-16T05:17:35.083873] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-11-16T05:17:35.084772] [INFO ] [main      ] Progress: 159/472 forecasts completed (33.7%). CMG finished in 0.7s. ETA: 56.2s. Rate: 334.12 forecasts/min
[2025-11-16T05:17:35.098925] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:35.099867] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-11-16T05:17:35.099936] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-11-16T05:17:35.099975] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-11-16T05:17:35.100902] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:35.100996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:35.102874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:35.103515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:35.109209] [DEBUG] [MAG       ] WOLF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:35.151335] [INFO ] [LOCAL     ] ASIX: Saved forecast.
[2025-11-16T05:17:35.151451] [INFO ] [main      ] ASIX: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=39.0635%)
[2025-11-16T05:17:35.151947] [INFO ] [main      ] Fetching symbol history for ASX...
[2025-11-16T05:17:35.152016] [DEBUG] [REMOTE    ] ASX: Fetching historical data.
[2025-11-16T05:17:35.153145] [INFO ] [main      ] Progress: 160/472 forecasts completed (33.9%). ASIX finished in 0.6s. ETA: 55.8s. Rate: 335.41 forecasts/min
[2025-11-16T05:17:35.166726] [DEBUG] [REMOTE    ] ASX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:35.167484] [DEBUG] [LOCAL     ] Loaded configuration for ASX: 8 features, N/A% accuracy
[2025-11-16T05:17:35.167549] [INFO ] [LOCAL     ] ASX: Loaded 8 optimal features with 56.46% confidence from JSON config
[2025-11-16T05:17:35.167594] [DEBUG] [MAG       ] Building data for symbol: ASX with lookback: 0
[2025-11-16T05:17:35.168425] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:35.168507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:35.170294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:35.170862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:35.171337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:35.173806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:35.174615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:17:35.175340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:35.176766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:17:35.184058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:35.234624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:35.276038] [INFO ] [LOCAL     ] WOLF: Saved forecast.
[2025-11-16T05:17:35.276148] [INFO ] [main      ] WOLF: Signal=1 (Conf=90.0%), Magnitude=-4.27% (Conf=46.1189%)
[2025-11-16T05:17:35.276590] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-11-16T05:17:35.276711] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-11-16T05:17:35.276760] [INFO ] [main      ] Progress: 161/472 forecasts completed (34.1%). WOLF finished in 0.7s. ETA: 55.5s. Rate: 336.06 forecasts/min
[2025-11-16T05:17:35.289823] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:35.290510] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-11-16T05:17:35.290574] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-11-16T05:17:35.290633] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-11-16T05:17:35.291781] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:35.291861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:35.296970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:35.313936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:35.316519] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-11-16T05:17:35.316706] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=56.96%)
[2025-11-16T05:17:35.317241] [INFO ] [main      ] Fetching symbol history for ST...
[2025-11-16T05:17:35.317404] [DEBUG] [REMOTE    ] ST: Fetching historical data.
[2025-11-16T05:17:35.317709] [INFO ] [main      ] Progress: 162/472 forecasts completed (34.3%). TPL finished in 0.8s. ETA: 55.1s. Rate: 337.67 forecasts/min
[2025-11-16T05:17:35.330142] [DEBUG] [REMOTE    ] ST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:35.330865] [DEBUG] [LOCAL     ] Loaded configuration for ST: 8 features, N/A% accuracy
[2025-11-16T05:17:35.330982] [INFO ] [LOCAL     ] ST: Loaded 8 optimal features with 53.12% confidence from JSON config
[2025-11-16T05:17:35.331079] [DEBUG] [MAG       ] Building data for symbol: ST with lookback: 0
[2025-11-16T05:17:35.331974] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:35.332109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:35.333929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:35.334533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:35.335090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:35.335566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:35.336425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:35.338903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:35.340205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:17:35.342621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:35.537962] [DEBUG] [MAG       ] ASX: Last date is validated at 2025-11-14
[2025-11-16T05:17:35.594356] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-11-14
[2025-11-16T05:17:35.670896] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-11-14
[2025-11-16T05:17:35.680781] [DEBUG] [MAG       ] ST: Last date is validated at 2025-11-14
[2025-11-16T05:17:35.727918] [DEBUG] [MAG       ] ASX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:35.805288] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:35.818346] [INFO ] [LOCAL     ] ASX: Saved forecast.
[2025-11-16T05:17:35.818571] [INFO ] [main      ] ASX: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=56.4625%)
[2025-11-16T05:17:35.819050] [INFO ] [main      ] Fetching symbol history for ING...
[2025-11-16T05:17:35.819171] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-11-16T05:17:35.820154] [INFO ] [main      ] Progress: 163/472 forecasts completed (34.5%). ASX finished in 0.7s. ETA: 55.5s. Rate: 333.92 forecasts/min
[2025-11-16T05:17:35.833411] [DEBUG] [REMOTE    ] ING: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:35.834117] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-11-16T05:17:35.834284] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-11-16T05:17:35.834382] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-11-16T05:17:35.835271] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:35.835407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:35.840331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:35.840449] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:35.843323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:17:35.843992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:35.845684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:35.846158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:35.847241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:17:35.849251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:35.849876] [DEBUG] [MAG       ] ST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:35.880575] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-11-16T05:17:35.880758] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=5.16% (Conf=47.3066%)
[2025-11-16T05:17:35.881244] [INFO ] [main      ] Fetching symbol history for BEN...
[2025-11-16T05:17:35.881462] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2025-11-16T05:17:35.881538] [INFO ] [main      ] Progress: 164/472 forecasts completed (34.7%). PAGS finished in 0.8s. ETA: 55.1s. Rate: 335.27 forecasts/min
[2025-11-16T05:17:35.896278] [DEBUG] [REMOTE    ] BEN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:35.897317] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2025-11-16T05:17:35.897441] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2025-11-16T05:17:35.897542] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2025-11-16T05:17:35.898544] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:35.898707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:35.900572] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:35.901247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:35.901755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:35.902798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:35.953604] [INFO ] [LOCAL     ] ST: Saved forecast.
[2025-11-16T05:17:35.953947] [INFO ] [main      ] ST: Signal=1 (Conf=90.0%), Magnitude=-3.21% (Conf=53.1156%)
[2025-11-16T05:17:35.954192] [INFO ] [main      ] Fetching symbol history for AU...
[2025-11-16T05:17:35.954303] [DEBUG] [REMOTE    ] AU: Fetching historical data.
[2025-11-16T05:17:35.955717] [INFO ] [main      ] Progress: 165/472 forecasts completed (35.0%). ST finished in 0.6s. ETA: 54.7s. Rate: 336.46 forecasts/min
[2025-11-16T05:17:35.960933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:35.966846] [DEBUG] [REMOTE    ] AU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:35.967716] [DEBUG] [LOCAL     ] Loaded configuration for AU: 1 features, N/A% accuracy
[2025-11-16T05:17:35.967795] [INFO ] [LOCAL     ] AU: Loaded 1 optimal features with 53.55% confidence from JSON config
[2025-11-16T05:17:35.967843] [DEBUG] [MAG       ] Building data for symbol: AU with lookback: 0
[2025-11-16T05:17:35.968695] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:35.968785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:35.973567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:35.973548] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-11-16T05:17:35.973882] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=63.9205%)
[2025-11-16T05:17:35.974377] [INFO ] [main      ] Progress: 166/472 forecasts completed (35.2%). RBLX finished in 0.7s. ETA: 54.3s. Rate: 338.29 forecasts/min
[2025-11-16T05:17:35.974589] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-11-16T05:17:35.974711] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-11-16T05:17:35.987374] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:35.988080] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-11-16T05:17:35.988251] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-11-16T05:17:35.988352] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-11-16T05:17:35.989230] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:35.989367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:35.991160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:35.991794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:35.992276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:36.036093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:36.092634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:36.200579] [DEBUG] [MAG       ] ING: Last date is validated at 2025-11-14
[2025-11-16T05:17:36.299764] [DEBUG] [MAG       ] BEN: Last date is validated at 2025-11-14
[2025-11-16T05:17:36.335364] [DEBUG] [MAG       ] AU: Last date is validated at 2025-11-14
[2025-11-16T05:17:36.376390] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:36.439009] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-11-14
[2025-11-16T05:17:36.466555] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-11-16T05:17:36.466918] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=55.6873%)
[2025-11-16T05:17:36.467223] [INFO ] [main      ] Fetching symbol history for AMTB...
[2025-11-16T05:17:36.467341] [DEBUG] [REMOTE    ] AMTB: Fetching historical data.
[2025-11-16T05:17:36.468072] [INFO ] [main      ] Progress: 167/472 forecasts completed (35.4%). ING finished in 0.6s. ETA: 54.7s. Rate: 334.71 forecasts/min
[2025-11-16T05:17:36.475667] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:36.483496] [DEBUG] [REMOTE    ] AMTB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:36.484212] [DEBUG] [LOCAL     ] Loaded configuration for AMTB: 7 features, N/A% accuracy
[2025-11-16T05:17:36.484277] [INFO ] [LOCAL     ] AMTB: Loaded 7 optimal features with 60.06% confidence from JSON config
[2025-11-16T05:17:36.484315] [DEBUG] [MAG       ] Building data for symbol: AMTB with lookback: 0
[2025-11-16T05:17:36.485249] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:36.485331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:36.490684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:36.492815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:36.493390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:36.493849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:36.495165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:36.496275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:36.498471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:36.513082] [DEBUG] [MAG       ] AU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:36.561319] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2025-11-16T05:17:36.561613] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=-4.18% (Conf=60.7351%)
[2025-11-16T05:17:36.561978] [INFO ] [main      ] Fetching symbol history for EFR...
[2025-11-16T05:17:36.562038] [DEBUG] [REMOTE    ] EFR: Fetching historical data.
[2025-11-16T05:17:36.562710] [INFO ] [main      ] Progress: 168/472 forecasts completed (35.6%). BEN finished in 0.7s. ETA: 54.3s. Rate: 335.65 forecasts/min
[2025-11-16T05:17:36.576410] [DEBUG] [REMOTE    ] EFR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:36.577138] [DEBUG] [LOCAL     ] Loaded configuration for EFR: 3 features, N/A% accuracy
[2025-11-16T05:17:36.577202] [INFO ] [LOCAL     ] EFR: Loaded 3 optimal features with 40.54% confidence from JSON config
[2025-11-16T05:17:36.577240] [DEBUG] [MAG       ] Building data for symbol: EFR with lookback: 0
[2025-11-16T05:17:36.578189] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:36.578277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:36.583445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:36.585500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:17:36.586234] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:36.618192] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:36.641331] [INFO ] [LOCAL     ] AU: Saved forecast.
[2025-11-16T05:17:36.641611] [INFO ] [main      ] AU: Signal=1 (Conf=90.0%), Magnitude=3.53% (Conf=53.551%)
[2025-11-16T05:17:36.642127] [INFO ] [main      ] Fetching symbol history for APO...
[2025-11-16T05:17:36.642287] [DEBUG] [REMOTE    ] APO: Fetching historical data.
[2025-11-16T05:17:36.642325] [INFO ] [main      ] Progress: 169/472 forecasts completed (35.8%). AU finished in 0.7s. ETA: 54.0s. Rate: 336.76 forecasts/min
[2025-11-16T05:17:36.656970] [DEBUG] [REMOTE    ] APO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:36.658060] [DEBUG] [LOCAL     ] Loaded configuration for APO: 3 features, N/A% accuracy
[2025-11-16T05:17:36.658185] [INFO ] [LOCAL     ] APO: Loaded 3 optimal features with 57.05% confidence from JSON config
[2025-11-16T05:17:36.658281] [DEBUG] [MAG       ] Building data for symbol: APO with lookback: 0
[2025-11-16T05:17:36.659278] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:36.659415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:36.664494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:36.667185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:36.745810] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-11-16T05:17:36.745931] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=-3.95% (Conf=48.6796%)
[2025-11-16T05:17:36.746417] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-11-16T05:17:36.746480] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-11-16T05:17:36.747754] [INFO ] [main      ] Progress: 170/472 forecasts completed (36.0%). TFIN finished in 0.8s. ETA: 53.7s. Rate: 337.57 forecasts/min
[2025-11-16T05:17:36.758574] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:36.761550] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:36.762475] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-11-16T05:17:36.762542] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-11-16T05:17:36.762596] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-11-16T05:17:36.763519] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:36.763605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:36.768874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:36.770230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:17:36.772733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:36.844230] [DEBUG] [MAG       ] AMTB: Last date is validated at 2025-11-14
[2025-11-16T05:17:36.936268] [DEBUG] [MAG       ] EFR: Last date is validated at 2025-11-14
[2025-11-16T05:17:37.022558] [DEBUG] [MAG       ] AMTB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:37.114289] [DEBUG] [MAG       ] EFR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:37.114347] [DEBUG] [MAG       ] APO: Last date is validated at 2025-11-14
[2025-11-16T05:17:37.115673] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-11-14
[2025-11-16T05:17:37.124663] [INFO ] [LOCAL     ] AMTB: Saved forecast.
[2025-11-16T05:17:37.125035] [INFO ] [main      ] AMTB: Signal=1 (Conf=90.0%), Magnitude=-3.83% (Conf=60.0557%)
[2025-11-16T05:17:37.125652] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-11-16T05:17:37.125777] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-11-16T05:17:37.125754] [INFO ] [main      ] Progress: 171/472 forecasts completed (36.2%). AMTB finished in 0.7s. ETA: 53.9s. Rate: 335.36 forecasts/min
[2025-11-16T05:17:37.141007] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:37.141740] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-11-16T05:17:37.141798] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-11-16T05:17:37.141837] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-11-16T05:17:37.142768] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:37.142862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:37.143838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:37.145232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:37.146716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:37.149951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:17:37.152602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:37.154733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:37.182238] [INFO ] [LOCAL     ] EFR: Saved forecast.
[2025-11-16T05:17:37.182355] [INFO ] [main      ] EFR: Signal=1 (Conf=90.0%), Magnitude=1.75% (Conf=40.5388%)
[2025-11-16T05:17:37.182589] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-11-16T05:17:37.182660] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-11-16T05:17:37.184172] [INFO ] [main      ] Progress: 172/472 forecasts completed (36.4%). EFR finished in 0.6s. ETA: 53.5s. Rate: 336.68 forecasts/min
[2025-11-16T05:17:37.196740] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:37.197573] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-11-16T05:17:37.197717] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-11-16T05:17:37.197834] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-11-16T05:17:37.198827] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:37.199039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:37.201314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:37.218575] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:37.285809] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:37.291093] [DEBUG] [MAG       ] APO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:37.379246] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-11-16T05:17:37.379420] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=4.18% (Conf=54.6429%)
[2025-11-16T05:17:37.379741] [INFO ] [main      ] Fetching symbol history for NOV...
[2025-11-16T05:17:37.379970] [DEBUG] [REMOTE    ] NOV: Fetching historical data.
[2025-11-16T05:17:37.381185] [INFO ] [main      ] Progress: 173/472 forecasts completed (36.7%). SAFE finished in 0.6s. ETA: 53.3s. Rate: 336.47 forecasts/min
[2025-11-16T05:17:37.395430] [DEBUG] [REMOTE    ] NOV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:37.396262] [DEBUG] [LOCAL     ] Loaded configuration for NOV: 9 features, N/A% accuracy
[2025-11-16T05:17:37.396388] [INFO ] [LOCAL     ] NOV: Loaded 9 optimal features with 58.76% confidence from JSON config
[2025-11-16T05:17:37.396490] [DEBUG] [MAG       ] Building data for symbol: NOV with lookback: 0
[2025-11-16T05:17:37.397494] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:37.397633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:37.402661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:37.404562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:37.405166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:37.405736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:37.406978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:37.409293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:17:37.410144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:17:37.410928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:17:37.411746] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:37.456217] [INFO ] [LOCAL     ] APO: Saved forecast.
[2025-11-16T05:17:37.456488] [INFO ] [main      ] APO: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=57.0547%)
[2025-11-16T05:17:37.457108] [INFO ] [main      ] Fetching symbol history for CP...
[2025-11-16T05:17:37.457233] [DEBUG] [REMOTE    ] CP: Fetching historical data.
[2025-11-16T05:17:37.457759] [INFO ] [main      ] Progress: 174/472 forecasts completed (36.9%). APO finished in 0.8s. ETA: 53.0s. Rate: 337.58 forecasts/min
[2025-11-16T05:17:37.471603] [DEBUG] [REMOTE    ] CP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:37.472610] [DEBUG] [LOCAL     ] Loaded configuration for CP: 6 features, N/A% accuracy
[2025-11-16T05:17:37.472753] [INFO ] [LOCAL     ] CP: Loaded 6 optimal features with 52.22% confidence from JSON config
[2025-11-16T05:17:37.472856] [DEBUG] [MAG       ] Building data for symbol: CP with lookback: 0
[2025-11-16T05:17:37.474084] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:37.474223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:37.476404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:37.477152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:37.505010] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-11-14
[2025-11-16T05:17:37.569108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:37.571660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:37.573238] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-11-14
[2025-11-16T05:17:37.574778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:17:37.577958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:37.680200] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:37.755509] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:37.760328] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-11-16T05:17:37.760478] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=55.8061%)
[2025-11-16T05:17:37.761142] [INFO ] [main      ] Fetching symbol history for ELP...
[2025-11-16T05:17:37.761408] [DEBUG] [REMOTE    ] ELP: Fetching historical data.
[2025-11-16T05:17:37.761832] [INFO ] [main      ] Progress: 175/472 forecasts completed (37.1%). QVCC finished in 0.6s. ETA: 53.0s. Rate: 336.21 forecasts/min
[2025-11-16T05:17:37.762697] [DEBUG] [MAG       ] NOV: Last date is validated at 2025-11-14
[2025-11-16T05:17:37.777013] [DEBUG] [REMOTE    ] ELP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:37.777980] [DEBUG] [LOCAL     ] Loaded configuration for ELP: 6 features, N/A% accuracy
[2025-11-16T05:17:37.778052] [INFO ] [LOCAL     ] ELP: Loaded 6 optimal features with 59.78% confidence from JSON config
[2025-11-16T05:17:37.778099] [DEBUG] [MAG       ] Building data for symbol: ELP with lookback: 0
[2025-11-16T05:17:37.779102] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:37.779197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:37.784427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:37.786339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:37.786950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:37.787400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:37.788184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:37.827593] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-11-16T05:17:37.827747] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=44.2832%)
[2025-11-16T05:17:37.828059] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-11-16T05:17:37.828339] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-11-16T05:17:37.829468] [INFO ] [main      ] Progress: 176/472 forecasts completed (37.3%). DUKB finished in 0.6s. ETA: 52.6s. Rate: 337.41 forecasts/min
[2025-11-16T05:17:37.846041] [DEBUG] [REMOTE    ] HOG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:37.846781] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-11-16T05:17:37.847070] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-11-16T05:17:37.847170] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-11-16T05:17:37.848174] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:37.848315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:37.853658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:37.856069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:37.856782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:37.883692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:37.903935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:37.905614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:37.907715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:37.928066] [DEBUG] [MAG       ] CP: Last date is validated at 2025-11-14
[2025-11-16T05:17:37.948665] [DEBUG] [MAG       ] NOV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:38.045728] [INFO ] [LOCAL     ] NOV: Saved forecast.
[2025-11-16T05:17:38.045912] [INFO ] [main      ] NOV: Signal=1 (Conf=90.0%), Magnitude=1.57% (Conf=58.7628%)
[2025-11-16T05:17:38.046420] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-11-16T05:17:38.046495] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-11-16T05:17:38.046791] [INFO ] [main      ] Progress: 177/472 forecasts completed (37.5%). NOV finished in 0.7s. ETA: 52.5s. Rate: 336.98 forecasts/min
[2025-11-16T05:17:38.060544] [DEBUG] [REMOTE    ] ASA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:38.061260] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-11-16T05:17:38.061324] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-11-16T05:17:38.061362] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-11-16T05:17:38.062289] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:38.062397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:38.064232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:38.065015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:38.065585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:38.066727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:38.103383] [DEBUG] [MAG       ] CP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:38.199548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:38.201129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:17:38.201865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:17:38.204813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:38.219444] [INFO ] [LOCAL     ] CP: Saved forecast.
[2025-11-16T05:17:38.219739] [INFO ] [main      ] CP: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=52.2155%)
[2025-11-16T05:17:38.220292] [INFO ] [main      ] Fetching symbol history for ED...
[2025-11-16T05:17:38.220408] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-11-16T05:17:38.220782] [INFO ] [main      ] Progress: 178/472 forecasts completed (37.7%). CP finished in 0.8s. ETA: 52.3s. Rate: 337.03 forecasts/min
[2025-11-16T05:17:38.234098] [DEBUG] [MAG       ] ELP: Last date is validated at 2025-11-14
[2025-11-16T05:17:38.235117] [DEBUG] [REMOTE    ] ED: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:38.235898] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-11-16T05:17:38.236033] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-11-16T05:17:38.236146] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-11-16T05:17:38.237182] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:38.237322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:38.242534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:38.244634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:38.246030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:38.261315] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-11-14
[2025-11-16T05:17:38.408544] [DEBUG] [MAG       ] ELP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:38.435936] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:38.482011] [INFO ] [LOCAL     ] ELP: Saved forecast.
[2025-11-16T05:17:38.482399] [INFO ] [main      ] ELP: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=59.7808%)
[2025-11-16T05:17:38.482691] [INFO ] [main      ] Fetching symbol history for IFF...
[2025-11-16T05:17:38.482811] [DEBUG] [REMOTE    ] IFF: Fetching historical data.
[2025-11-16T05:17:38.483991] [INFO ] [main      ] Progress: 179/472 forecasts completed (37.9%). ELP finished in 0.7s. ETA: 52.3s. Rate: 336.13 forecasts/min
[2025-11-16T05:17:38.499809] [DEBUG] [REMOTE    ] IFF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:38.500568] [DEBUG] [LOCAL     ] Loaded configuration for IFF: 7 features, N/A% accuracy
[2025-11-16T05:17:38.500711] [INFO ] [LOCAL     ] IFF: Loaded 7 optimal features with 47.89% confidence from JSON config
[2025-11-16T05:17:38.500817] [DEBUG] [MAG       ] Building data for symbol: IFF with lookback: 0
[2025-11-16T05:17:38.501838] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:38.501984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:38.507243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:38.509245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:38.509887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:38.510387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:38.511247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:38.512916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:38.514351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:38.539666] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-11-16T05:17:38.539997] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=59.3805%)
[2025-11-16T05:17:38.540273] [INFO ] [main      ] Fetching symbol history for ELS...
[2025-11-16T05:17:38.540384] [DEBUG] [REMOTE    ] ELS: Fetching historical data.
[2025-11-16T05:17:38.541066] [INFO ] [main      ] Progress: 180/472 forecasts completed (38.1%). HOG finished in 0.7s. ETA: 51.9s. Rate: 337.40 forecasts/min
[2025-11-16T05:17:38.554541] [DEBUG] [REMOTE    ] ELS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:38.555292] [DEBUG] [LOCAL     ] Loaded configuration for ELS: 2 features, N/A% accuracy
[2025-11-16T05:17:38.555420] [INFO ] [LOCAL     ] ELS: Loaded 2 optimal features with 58.56% confidence from JSON config
[2025-11-16T05:17:38.555518] [DEBUG] [MAG       ] Building data for symbol: ELS with lookback: 0
[2025-11-16T05:17:38.556520] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:38.556699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:38.558100] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-11-14
[2025-11-16T05:17:38.562040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:17:38.563376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:38.604755] [DEBUG] [MAG       ] ED: Last date is validated at 2025-11-14
[2025-11-16T05:17:38.736999] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:38.787375] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:38.848828] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-11-16T05:17:38.849119] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=55.9998%)
[2025-11-16T05:17:38.849517] [INFO ] [main      ] Fetching symbol history for GME...
[2025-11-16T05:17:38.849923] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-11-16T05:17:38.850771] [INFO ] [main      ] Progress: 181/472 forecasts completed (38.3%). ASA finished in 0.8s. ETA: 52.0s. Rate: 336.03 forecasts/min
[2025-11-16T05:17:38.860910] [DEBUG] [MAG       ] IFF: Last date is validated at 2025-11-14
[2025-11-16T05:17:38.866050] [DEBUG] [REMOTE    ] GME: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:38.866751] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-11-16T05:17:38.866817] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-11-16T05:17:38.866870] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-11-16T05:17:38.868112] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:38.868195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:38.874048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:38.876351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:38.876991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:38.877439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:38.904790] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-11-16T05:17:38.904911] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=64.9168%)
[2025-11-16T05:17:38.905148] [INFO ] [main      ] Fetching symbol history for BMI...
[2025-11-16T05:17:38.905201] [DEBUG] [REMOTE    ] BMI: Fetching historical data.
[2025-11-16T05:17:38.906694] [INFO ] [main      ] Progress: 182/472 forecasts completed (38.6%). ED finished in 0.7s. ETA: 51.6s. Rate: 337.30 forecasts/min
[2025-11-16T05:17:38.922759] [DEBUG] [REMOTE    ] BMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:38.923519] [DEBUG] [LOCAL     ] Loaded configuration for BMI: 9 features, N/A% accuracy
[2025-11-16T05:17:38.923753] [INFO ] [LOCAL     ] BMI: Loaded 9 optimal features with 52.82% confidence from JSON config
[2025-11-16T05:17:38.923894] [DEBUG] [MAG       ] Building data for symbol: BMI with lookback: 0
[2025-11-16T05:17:38.925270] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:38.925451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:38.928127] [DEBUG] [MAG       ] ELS: Last date is validated at 2025-11-14
[2025-11-16T05:17:38.931419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:38.934020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:17:38.934979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:38.937086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:38.937674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:38.938854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:38.940833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:38.941994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:38.942767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:39.105586] [DEBUG] [MAG       ] ELS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:39.164720] [DEBUG] [MAG       ] IFF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:39.257133] [DEBUG] [MAG       ] GME: Last date is validated at 2025-11-14
[2025-11-16T05:17:39.281538] [INFO ] [LOCAL     ] IFF: Saved forecast.
[2025-11-16T05:17:39.281676] [INFO ] [main      ] IFF: Signal=1 (Conf=90.0%), Magnitude=-3.78% (Conf=47.8943%)
[2025-11-16T05:17:39.282194] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-11-16T05:17:39.282263] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-11-16T05:17:39.282822] [INFO ] [main      ] Progress: 183/472 forecasts completed (38.8%). IFF finished in 0.8s. ETA: 51.7s. Rate: 335.26 forecasts/min
[2025-11-16T05:17:39.296219] [INFO ] [LOCAL     ] ELS: Saved forecast.
[2025-11-16T05:17:39.296343] [INFO ] [main      ] ELS: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=58.5611%)
[2025-11-16T05:17:39.296667] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-11-16T05:17:39.296831] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-11-16T05:17:39.297894] [INFO ] [main      ] Progress: 184/472 forecasts completed (39.0%). ELS finished in 0.8s. ETA: 51.3s. Rate: 336.93 forecasts/min
[2025-11-16T05:17:39.297907] [DEBUG] [REMOTE    ] AVK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:39.299310] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-11-16T05:17:39.299465] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-11-16T05:17:39.299567] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-11-16T05:17:39.301074] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:39.301222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:39.303047] [DEBUG] [MAG       ] BMI: Last date is validated at 2025-11-14
[2025-11-16T05:17:39.306778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:39.313898] [DEBUG] [REMOTE    ] ENB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:39.314912] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-11-16T05:17:39.314977] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-11-16T05:17:39.315015] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-11-16T05:17:39.315974] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:39.316055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:39.317903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:39.318502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:39.377467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:39.379984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:39.434270] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:39.487212] [DEBUG] [MAG       ] BMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:39.544458] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-11-16T05:17:39.544568] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=51.0035%)
[2025-11-16T05:17:39.544797] [INFO ] [main      ] Fetching symbol history for MTDR...
[2025-11-16T05:17:39.544859] [DEBUG] [REMOTE    ] MTDR: Fetching historical data.
[2025-11-16T05:17:39.546220] [INFO ] [main      ] Progress: 185/472 forecasts completed (39.2%). GME finished in 0.7s. ETA: 51.2s. Rate: 336.22 forecasts/min
[2025-11-16T05:17:39.558969] [DEBUG] [REMOTE    ] MTDR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:39.559778] [DEBUG] [LOCAL     ] Loaded configuration for MTDR: 2 features, N/A% accuracy
[2025-11-16T05:17:39.559900] [INFO ] [LOCAL     ] MTDR: Loaded 2 optimal features with 66.14% confidence from JSON config
[2025-11-16T05:17:39.559997] [DEBUG] [MAG       ] Building data for symbol: MTDR with lookback: 0
[2025-11-16T05:17:39.560981] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:39.561124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:39.562020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:39.564903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:39.671697] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-11-14
[2025-11-16T05:17:39.686724] [INFO ] [LOCAL     ] BMI: Saved forecast.
[2025-11-16T05:17:39.686849] [INFO ] [main      ] BMI: Signal=1 (Conf=90.0%), Magnitude=-4.34% (Conf=52.8178%)
[2025-11-16T05:17:39.687379] [INFO ] [main      ] Progress: 186/472 forecasts completed (39.4%). BMI finished in 0.8s. ETA: 51.0s. Rate: 336.59 forecasts/min
[2025-11-16T05:17:39.687556] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-11-16T05:17:39.687608] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-11-16T05:17:39.703516] [DEBUG] [REMOTE    ] PUK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:39.704600] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-11-16T05:17:39.704715] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-11-16T05:17:39.704764] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-11-16T05:17:39.705797] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:39.705880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:39.707871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:39.708564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:39.709025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:39.730141] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-11-14
[2025-11-16T05:17:39.799768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:39.845435] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:39.903194] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:39.907130] [DEBUG] [MAG       ] MTDR: Last date is validated at 2025-11-14
[2025-11-16T05:17:39.908111] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-11-16T05:17:39.908226] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=-1.78% (Conf=46.0566%)
[2025-11-16T05:17:39.908430] [INFO ] [main      ] Fetching symbol history for YOU...
[2025-11-16T05:17:39.908504] [DEBUG] [REMOTE    ] YOU: Fetching historical data.
[2025-11-16T05:17:39.909197] [INFO ] [main      ] Progress: 187/472 forecasts completed (39.6%). AVK finished in 0.6s. ETA: 50.9s. Rate: 336.16 forecasts/min
[2025-11-16T05:17:39.925132] [DEBUG] [REMOTE    ] YOU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:39.926062] [DEBUG] [LOCAL     ] Loaded configuration for YOU: 5 features, N/A% accuracy
[2025-11-16T05:17:39.926196] [INFO ] [LOCAL     ] YOU: Loaded 5 optimal features with 52.02% confidence from JSON config
[2025-11-16T05:17:39.926297] [DEBUG] [MAG       ] Building data for symbol: YOU with lookback: 0
[2025-11-16T05:17:39.927368] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:39.927520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:39.932988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:39.934404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:39.936794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:39.986674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:17:39.990278] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:39.990755] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-11-16T05:17:39.990872] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=50.8925%)
[2025-11-16T05:17:39.991072] [INFO ] [main      ] Fetching symbol history for DRI...
[2025-11-16T05:17:39.991146] [DEBUG] [REMOTE    ] DRI: Fetching historical data.
[2025-11-16T05:17:39.992068] [INFO ] [main      ] Progress: 188/472 forecasts completed (39.8%). ENB finished in 0.7s. ETA: 50.5s. Rate: 337.12 forecasts/min
[2025-11-16T05:17:40.005589] [DEBUG] [REMOTE    ] DRI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:40.006527] [DEBUG] [LOCAL     ] Loaded configuration for DRI: 7 features, N/A% accuracy
[2025-11-16T05:17:40.006585] [INFO ] [LOCAL     ] DRI: Loaded 7 optimal features with 54.95% confidence from JSON config
[2025-11-16T05:17:40.006675] [DEBUG] [MAG       ] Building data for symbol: DRI with lookback: 0
[2025-11-16T05:17:40.007595] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:40.007694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:40.012695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:40.014538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:40.015087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:40.015563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:40.016039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:40.074115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:40.075367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:40.079085] [DEBUG] [MAG       ] MTDR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:40.146764] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-11-14
[2025-11-16T05:17:40.200979] [INFO ] [LOCAL     ] MTDR: Saved forecast.
[2025-11-16T05:17:40.201302] [INFO ] [main      ] MTDR: Signal=1 (Conf=90.0%), Magnitude=5.03% (Conf=66.1387%)
[2025-11-16T05:17:40.201744] [INFO ] [main      ] Progress: 189/472 forecasts completed (40.0%). MTDR finished in 0.7s. ETA: 50.4s. Rate: 336.80 forecasts/min
[2025-11-16T05:17:40.201942] [INFO ] [main      ] Fetching symbol history for ZEPP...
[2025-11-16T05:17:40.202050] [DEBUG] [REMOTE    ] ZEPP: Fetching historical data.
[2025-11-16T05:17:40.214523] [DEBUG] [REMOTE    ] ZEPP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:40.215281] [DEBUG] [LOCAL     ] Loaded configuration for ZEPP: 6 features, N/A% accuracy
[2025-11-16T05:17:40.215637] [INFO ] [LOCAL     ] ZEPP: Loaded 6 optimal features with 52.48% confidence from JSON config
[2025-11-16T05:17:40.215764] [DEBUG] [MAG       ] Building data for symbol: ZEPP with lookback: 0
[2025-11-16T05:17:40.216729] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:40.216864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:40.218760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:40.219369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:40.219875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:40.220965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:17:40.225256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:17:40.226112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:40.317147] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:40.344881] [DEBUG] [MAG       ] YOU: Last date is validated at 2025-11-14
[2025-11-16T05:17:40.397577] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-11-16T05:17:40.397715] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=47.5106%)
[2025-11-16T05:17:40.398266] [INFO ] [main      ] Fetching symbol history for WH...
[2025-11-16T05:17:40.398328] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-11-16T05:17:40.400052] [INFO ] [main      ] Progress: 190/472 forecasts completed (40.3%). PUK finished in 0.7s. ETA: 50.3s. Rate: 336.60 forecasts/min
[2025-11-16T05:17:40.412766] [DEBUG] [REMOTE    ] WH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:40.413665] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-11-16T05:17:40.413786] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-11-16T05:17:40.413882] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-11-16T05:17:40.414881] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:40.415030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:17:40.414932] [DEBUG] [MAG       ] DRI: Last date is validated at 2025-11-14
[2025-11-16T05:17:40.415776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:17:40.417985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:40.521809] [DEBUG] [MAG       ] YOU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:40.562472] [DEBUG] [MAG       ] ZEPP: Last date is validated at 2025-11-14
[2025-11-16T05:17:40.591158] [DEBUG] [MAG       ] DRI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:40.649398] [INFO ] [LOCAL     ] YOU: Saved forecast.
[2025-11-16T05:17:40.649529] [INFO ] [main      ] YOU: Signal=1 (Conf=90.0%), Magnitude=2.77% (Conf=52.0197%)
[2025-11-16T05:17:40.649790] [INFO ] [main      ] Fetching symbol history for EVH...
[2025-11-16T05:17:40.649853] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2025-11-16T05:17:40.650341] [INFO ] [main      ] Progress: 191/472 forecasts completed (40.5%). YOU finished in 0.7s. ETA: 50.2s. Rate: 335.89 forecasts/min
[2025-11-16T05:17:40.664942] [DEBUG] [REMOTE    ] EVH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:40.665863] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2025-11-16T05:17:40.665927] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2025-11-16T05:17:40.665965] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2025-11-16T05:17:40.666890] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:40.666970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:17:40.667721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:40.669684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:40.671550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:17:40.677299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:40.728614] [DEBUG] [MAG       ] ZEPP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:40.749897] [INFO ] [LOCAL     ] DRI: Saved forecast.
[2025-11-16T05:17:40.750025] [INFO ] [main      ] DRI: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=54.9474%)
[2025-11-16T05:17:40.750247] [INFO ] [main      ] Fetching symbol history for BFZ...
[2025-11-16T05:17:40.750309] [DEBUG] [REMOTE    ] BFZ: Fetching historical data.
[2025-11-16T05:17:40.751346] [INFO ] [main      ] Progress: 192/472 forecasts completed (40.7%). DRI finished in 0.8s. ETA: 49.9s. Rate: 336.65 forecasts/min
[2025-11-16T05:17:40.765705] [DEBUG] [REMOTE    ] BFZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:40.766448] [DEBUG] [LOCAL     ] Loaded configuration for BFZ: 2 features, N/A% accuracy
[2025-11-16T05:17:40.766513] [INFO ] [LOCAL     ] BFZ: Loaded 2 optimal features with 47.89% confidence from JSON config
[2025-11-16T05:17:40.766552] [DEBUG] [MAG       ] Building data for symbol: BFZ with lookback: 0
[2025-11-16T05:17:40.766497] [DEBUG] [MAG       ] WH: Last date is validated at 2025-11-14
[2025-11-16T05:17:40.767573] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:40.767704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:40.772703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:17:40.774078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:40.840888] [INFO ] [LOCAL     ] ZEPP: Saved forecast.
[2025-11-16T05:17:40.840990] [INFO ] [main      ] ZEPP: Signal=1 (Conf=90.0%), Magnitude=-13.90% (Conf=52.4798%)
[2025-11-16T05:17:40.841367] [INFO ] [main      ] Fetching symbol history for CUK...
[2025-11-16T05:17:40.841426] [DEBUG] [REMOTE    ] CUK: Fetching historical data.
[2025-11-16T05:17:40.841790] [INFO ] [main      ] Progress: 193/472 forecasts completed (40.9%). ZEPP finished in 0.6s. ETA: 49.6s. Rate: 337.51 forecasts/min
[2025-11-16T05:17:40.854002] [DEBUG] [REMOTE    ] CUK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:40.854770] [DEBUG] [LOCAL     ] Loaded configuration for CUK: 7 features, N/A% accuracy
[2025-11-16T05:17:40.854890] [INFO ] [LOCAL     ] CUK: Loaded 7 optimal features with 51.33% confidence from JSON config
[2025-11-16T05:17:40.855003] [DEBUG] [MAG       ] Building data for symbol: CUK with lookback: 0
[2025-11-16T05:17:40.855885] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:40.856020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:40.857886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:40.858535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:40.859036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:40.859879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:40.939840] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:40.982589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:40.983583] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:40.984881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:41.021800] [DEBUG] [MAG       ] EVH: Last date is validated at 2025-11-14
[2025-11-16T05:17:41.061416] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-11-16T05:17:41.061559] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=66.5492%)
[2025-11-16T05:17:41.061850] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-11-16T05:17:41.061917] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-11-16T05:17:41.063277] [INFO ] [main      ] Progress: 194/472 forecasts completed (41.1%). WH finished in 0.7s. ETA: 49.5s. Rate: 337.08 forecasts/min
[2025-11-16T05:17:41.078500] [DEBUG] [REMOTE    ] MAA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:41.079527] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-11-16T05:17:41.079669] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-11-16T05:17:41.079770] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-11-16T05:17:41.080777] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:41.080915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:41.085978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:41.088086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:41.088710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:41.089249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:41.089818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:41.090734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:41.091780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:41.093088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:41.094547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:41.113847] [DEBUG] [MAG       ] BFZ: Last date is validated at 2025-11-14
[2025-11-16T05:17:41.192170] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:41.300416] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2025-11-16T05:17:41.300537] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=-10.46% (Conf=59.8429%)
[2025-11-16T05:17:41.300803] [INFO ] [main      ] Fetching symbol history for RF...
[2025-11-16T05:17:41.300879] [DEBUG] [REMOTE    ] RF: Fetching historical data.
[2025-11-16T05:17:41.302034] [INFO ] [main      ] Progress: 195/472 forecasts completed (41.3%). EVH finished in 0.7s. ETA: 49.4s. Rate: 336.49 forecasts/min
[2025-11-16T05:17:41.304169] [DEBUG] [MAG       ] BFZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:41.318245] [DEBUG] [REMOTE    ] RF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:41.319072] [DEBUG] [LOCAL     ] Loaded configuration for RF: 6 features, N/A% accuracy
[2025-11-16T05:17:41.319154] [INFO ] [LOCAL     ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config
[2025-11-16T05:17:41.319222] [DEBUG] [MAG       ] Building data for symbol: RF with lookback: 0
[2025-11-16T05:17:41.319378] [DEBUG] [MAG       ] CUK: Last date is validated at 2025-11-14
[2025-11-16T05:17:41.320348] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:41.320430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:41.326052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:41.328342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:41.328999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:41.329418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:41.331114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:17:41.333168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:41.373831] [INFO ] [LOCAL     ] BFZ: Saved forecast.
[2025-11-16T05:17:41.373956] [INFO ] [main      ] BFZ: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=47.8916%)
[2025-11-16T05:17:41.374173] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-11-16T05:17:41.374225] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-11-16T05:17:41.375343] [INFO ] [main      ] Progress: 196/472 forecasts completed (41.5%). BFZ finished in 0.6s. ETA: 49.1s. Rate: 337.51 forecasts/min
[2025-11-16T05:17:41.389429] [DEBUG] [REMOTE    ] OPP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:41.390198] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-11-16T05:17:41.390272] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-11-16T05:17:41.390311] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-11-16T05:17:41.391872] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:41.391970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:41.394404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:41.395137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:41.395804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:41.398175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:41.398716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:41.399836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:41.401665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:41.402806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:41.403504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:41.486995] [DEBUG] [MAG       ] CUK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:41.490300] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-11-14
[2025-11-16T05:17:41.577159] [INFO ] [LOCAL     ] CUK: Saved forecast.
[2025-11-16T05:17:41.577327] [INFO ] [main      ] CUK: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=51.3313%)
[2025-11-16T05:17:41.577753] [INFO ] [main      ] Fetching symbol history for NMCO...
[2025-11-16T05:17:41.577873] [DEBUG] [REMOTE    ] NMCO: Fetching historical data.
[2025-11-16T05:17:41.578069] [INFO ] [main      ] Progress: 197/472 forecasts completed (41.7%). CUK finished in 0.7s. ETA: 48.9s. Rate: 337.27 forecasts/min
[2025-11-16T05:17:41.590709] [DEBUG] [REMOTE    ] NMCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:41.591225] [DEBUG] [LOCAL     ] Loaded configuration for NMCO: 6 features, N/A% accuracy
[2025-11-16T05:17:41.591279] [INFO ] [LOCAL     ] NMCO: Loaded 6 optimal features with 52.20% confidence from JSON config
[2025-11-16T05:17:41.591332] [DEBUG] [MAG       ] Building data for symbol: NMCO with lookback: 0
[2025-11-16T05:17:41.592145] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:41.592226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:41.597109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:41.597952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:41.599549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:41.600583] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:17:41.605000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:41.606525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:41.700385] [DEBUG] [MAG       ] RF: Last date is validated at 2025-11-14
[2025-11-16T05:17:41.711469] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:41.768373] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-11-14
[2025-11-16T05:17:41.846673] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-11-16T05:17:41.846796] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=50.3857%)
[2025-11-16T05:17:41.847041] [INFO ] [main      ] Fetching symbol history for RGT...
[2025-11-16T05:17:41.847097] [DEBUG] [REMOTE    ] RGT: Fetching historical data.
[2025-11-16T05:17:41.848774] [INFO ] [main      ] Progress: 198/472 forecasts completed (41.9%). MAA finished in 0.8s. ETA: 48.9s. Rate: 336.38 forecasts/min
[2025-11-16T05:17:41.860119] [DEBUG] [REMOTE    ] RGT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:41.861141] [DEBUG] [LOCAL     ] Loaded configuration for RGT: 3 features, N/A% accuracy
[2025-11-16T05:17:41.861204] [INFO ] [LOCAL     ] RGT: Loaded 3 optimal features with 55.24% confidence from JSON config
[2025-11-16T05:17:41.861242] [DEBUG] [MAG       ] Building data for symbol: RGT with lookback: 0
[2025-11-16T05:17:41.862197] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:41.862281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:41.867503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:41.868622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:17:41.871670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:41.883416] [DEBUG] [MAG       ] RF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:41.941888] [DEBUG] [MAG       ] NMCO: Last date is validated at 2025-11-14
[2025-11-16T05:17:41.942851] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:41.977809] [INFO ] [LOCAL     ] RF: Saved forecast.
[2025-11-16T05:17:41.978086] [INFO ] [main      ] RF: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=51.3729%)
[2025-11-16T05:17:41.978410] [INFO ] [main      ] Fetching symbol history for MIR...
[2025-11-16T05:17:41.978526] [DEBUG] [REMOTE    ] MIR: Fetching historical data.
[2025-11-16T05:17:41.978813] [INFO ] [main      ] Progress: 199/472 forecasts completed (42.2%). RF finished in 0.7s. ETA: 48.6s. Rate: 336.84 forecasts/min
[2025-11-16T05:17:41.994347] [DEBUG] [REMOTE    ] MIR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:41.995350] [DEBUG] [LOCAL     ] Loaded configuration for MIR: 3 features, N/A% accuracy
[2025-11-16T05:17:41.995475] [INFO ] [LOCAL     ] MIR: Loaded 3 optimal features with 66.05% confidence from JSON config
[2025-11-16T05:17:41.995578] [DEBUG] [MAG       ] Building data for symbol: MIR with lookback: 0
[2025-11-16T05:17:41.996793] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:41.996928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:42.002477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:42.004808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:42.005432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:42.013253] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-11-16T05:17:42.013358] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=42.6694%)
[2025-11-16T05:17:42.013531] [INFO ] [main      ] Fetching symbol history for POST...
[2025-11-16T05:17:42.013604] [DEBUG] [REMOTE    ] POST: Fetching historical data.
[2025-11-16T05:17:42.014309] [INFO ] [main      ] Progress: 200/472 forecasts completed (42.4%). OPP finished in 0.6s. ETA: 48.3s. Rate: 338.19 forecasts/min
[2025-11-16T05:17:42.029693] [DEBUG] [REMOTE    ] POST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:42.030536] [DEBUG] [LOCAL     ] Loaded configuration for POST: 5 features, N/A% accuracy
[2025-11-16T05:17:42.030676] [INFO ] [LOCAL     ] POST: Loaded 5 optimal features with 47.51% confidence from JSON config
[2025-11-16T05:17:42.030783] [DEBUG] [MAG       ] Building data for symbol: POST with lookback: 0
[2025-11-16T05:17:42.031854] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:42.031999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:42.033970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:42.034689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:42.035572] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:42.036527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:17:42.037353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:42.110267] [DEBUG] [MAG       ] NMCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:42.176028] [INFO ] [LOCAL     ] NMCO: Saved forecast.
[2025-11-16T05:17:42.176134] [INFO ] [main      ] NMCO: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=52.2036%)
[2025-11-16T05:17:42.176559] [INFO ] [main      ] Fetching symbol history for PRG...
[2025-11-16T05:17:42.176656] [DEBUG] [REMOTE    ] PRG: Fetching historical data.
[2025-11-16T05:17:42.176823] [INFO ] [main      ] Progress: 201/472 forecasts completed (42.6%). NMCO finished in 0.6s. ETA: 48.1s. Rate: 338.34 forecasts/min
[2025-11-16T05:17:42.189027] [DEBUG] [REMOTE    ] PRG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:42.189786] [DEBUG] [LOCAL     ] Loaded configuration for PRG: 3 features, N/A% accuracy
[2025-11-16T05:17:42.189849] [INFO ] [LOCAL     ] PRG: Loaded 3 optimal features with 49.83% confidence from JSON config
[2025-11-16T05:17:42.189885] [DEBUG] [MAG       ] Building data for symbol: PRG with lookback: 0
[2025-11-16T05:17:42.190696] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:42.190770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:42.192588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:42.193210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:42.193686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:42.222054] [DEBUG] [MAG       ] RGT: Last date is validated at 2025-11-14
[2025-11-16T05:17:42.355915] [DEBUG] [MAG       ] MIR: Last date is validated at 2025-11-14
[2025-11-16T05:17:42.396553] [DEBUG] [MAG       ] RGT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:42.396348] [DEBUG] [MAG       ] POST: Last date is validated at 2025-11-14
[2025-11-16T05:17:42.466574] [INFO ] [LOCAL     ] RGT: Saved forecast.
[2025-11-16T05:17:42.466737] [INFO ] [main      ] RGT: Signal=1 (Conf=80.0%), Magnitude=0.34% (Conf=55.2414%)
[2025-11-16T05:17:42.467045] [INFO ] [main      ] Fetching symbol history for ARE...
[2025-11-16T05:17:42.467105] [DEBUG] [REMOTE    ] ARE: Fetching historical data.
[2025-11-16T05:17:42.468578] [INFO ] [main      ] Progress: 202/472 forecasts completed (42.8%). RGT finished in 0.6s. ETA: 48.0s. Rate: 337.26 forecasts/min
[2025-11-16T05:17:42.482261] [DEBUG] [REMOTE    ] ARE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:42.483025] [DEBUG] [LOCAL     ] Loaded configuration for ARE: 8 features, N/A% accuracy
[2025-11-16T05:17:42.483090] [INFO ] [LOCAL     ] ARE: Loaded 8 optimal features with 51.90% confidence from JSON config
[2025-11-16T05:17:42.483130] [DEBUG] [MAG       ] Building data for symbol: ARE with lookback: 0
[2025-11-16T05:17:42.484116] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:42.484202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:42.489446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:42.491398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:42.491966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:42.492436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:42.495011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:42.526942] [DEBUG] [MAG       ] PRG: Last date is validated at 2025-11-14
[2025-11-16T05:17:42.528079] [DEBUG] [MAG       ] MIR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:42.580005] [DEBUG] [MAG       ] POST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:42.620311] [INFO ] [LOCAL     ] MIR: Saved forecast.
[2025-11-16T05:17:42.620431] [INFO ] [main      ] MIR: Signal=1 (Conf=80.0%), Magnitude=-4.18% (Conf=66.0523%)
[2025-11-16T05:17:42.620633] [INFO ] [main      ] Fetching symbol history for RXO...
[2025-11-16T05:17:42.620728] [DEBUG] [REMOTE    ] RXO: Fetching historical data.
[2025-11-16T05:17:42.621074] [INFO ] [main      ] Progress: 203/472 forecasts completed (43.0%). MIR finished in 0.6s. ETA: 47.8s. Rate: 337.50 forecasts/min
[2025-11-16T05:17:42.630833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:42.632092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:17:42.632913] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:42.635785] [DEBUG] [REMOTE    ] RXO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:42.636737] [DEBUG] [LOCAL     ] Loaded configuration for RXO: 5 features, N/A% accuracy
[2025-11-16T05:17:42.636804] [INFO ] [LOCAL     ] RXO: Loaded 5 optimal features with 42.53% confidence from JSON config
[2025-11-16T05:17:42.636841] [DEBUG] [MAG       ] Building data for symbol: RXO with lookback: 0
[2025-11-16T05:17:42.637743] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:42.637822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:42.639606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:42.640209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:42.640620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:42.641284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:42.642857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:42.694524] [DEBUG] [MAG       ] PRG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:42.695595] [INFO ] [LOCAL     ] POST: Saved forecast.
[2025-11-16T05:17:42.695743] [INFO ] [main      ] POST: Signal=1 (Conf=80.0%), Magnitude=0.99% (Conf=47.5127%)
[2025-11-16T05:17:42.695971] [INFO ] [main      ] Fetching symbol history for AQNB...
[2025-11-16T05:17:42.696024] [DEBUG] [REMOTE    ] AQNB: Fetching historical data.
[2025-11-16T05:17:42.697062] [INFO ] [main      ] Progress: 204/472 forecasts completed (43.2%). POST finished in 0.7s. ETA: 47.5s. Rate: 338.45 forecasts/min
[2025-11-16T05:17:42.710254] [DEBUG] [REMOTE    ] AQNB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:42.711184] [DEBUG] [LOCAL     ] Loaded configuration for AQNB: 0 features, N/A% accuracy
[2025-11-16T05:17:42.711258] [INFO ] [LOCAL     ] AQNB: Loaded 0 optimal features with 36.37% confidence from JSON config
[2025-11-16T05:17:42.711365] [DEBUG] [MAG       ] Building data for symbol: AQNB with lookback: 0
[2025-11-16T05:17:42.712381] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:17:42.815802] [INFO ] [LOCAL     ] PRG: Saved forecast.
[2025-11-16T05:17:42.815909] [INFO ] [main      ] PRG: Signal=1 (Conf=80.0%), Magnitude=-4.07% (Conf=49.834%)
[2025-11-16T05:17:42.816289] [INFO ] [main      ] Fetching symbol history for EPC...
[2025-11-16T05:17:42.816346] [DEBUG] [REMOTE    ] EPC: Fetching historical data.
[2025-11-16T05:17:42.817152] [INFO ] [main      ] Progress: 205/472 forecasts completed (43.4%). PRG finished in 0.6s. ETA: 47.3s. Rate: 338.98 forecasts/min
[2025-11-16T05:17:42.829495] [DEBUG] [REMOTE    ] EPC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:42.830468] [DEBUG] [LOCAL     ] Loaded configuration for EPC: 2 features, N/A% accuracy
[2025-11-16T05:17:42.830540] [INFO ] [LOCAL     ] EPC: Loaded 2 optimal features with 51.70% confidence from JSON config
[2025-11-16T05:17:42.830668] [DEBUG] [MAG       ] Building data for symbol: EPC with lookback: 0
[2025-11-16T05:17:42.831543] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:42.831627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:42.836566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:17:42.837539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:42.986591] [DEBUG] [MAG       ] ARE: Last date is validated at 2025-11-14
[2025-11-16T05:17:42.992179] [DEBUG] [MAG       ] RXO: Last date is validated at 2025-11-14
[2025-11-16T05:17:43.160329] [DEBUG] [MAG       ] ARE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:43.168117] [DEBUG] [MAG       ] RXO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:43.170173] [DEBUG] [MAG       ] AQNB: Last date is validated at 2025-11-14
[2025-11-16T05:17:43.175491] [DEBUG] [MAG       ] EPC: Last date is validated at 2025-11-14
[2025-11-16T05:17:43.264143] [INFO ] [LOCAL     ] RXO: Saved forecast.
[2025-11-16T05:17:43.264271] [INFO ] [main      ] RXO: Signal=1 (Conf=80.0%), Magnitude=0.30% (Conf=42.527%)
[2025-11-16T05:17:43.264782] [INFO ] [main      ] Fetching symbol history for NPFD...
[2025-11-16T05:17:43.264855] [DEBUG] [REMOTE    ] NPFD: Fetching historical data.
[2025-11-16T05:17:43.265117] [INFO ] [main      ] Progress: 206/472 forecasts completed (43.6%). RXO finished in 0.6s. ETA: 47.4s. Rate: 336.48 forecasts/min
[2025-11-16T05:17:43.279453] [DEBUG] [REMOTE    ] NPFD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:43.280410] [DEBUG] [LOCAL     ] Loaded configuration for NPFD: 3 features, N/A% accuracy
[2025-11-16T05:17:43.280484] [INFO ] [LOCAL     ] NPFD: Loaded 3 optimal features with 56.88% confidence from JSON config
[2025-11-16T05:17:43.280524] [DEBUG] [MAG       ] Building data for symbol: NPFD with lookback: 0
[2025-11-16T05:17:43.281484] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:43.281565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:43.317614] [INFO ] [LOCAL     ] ARE: Saved forecast.
[2025-11-16T05:17:43.317749] [INFO ] [main      ] ARE: Signal=1 (Conf=80.0%), Magnitude=1.71% (Conf=51.8991%)
[2025-11-16T05:17:43.317986] [INFO ] [main      ] Fetching symbol history for SXC...
[2025-11-16T05:17:43.318040] [DEBUG] [REMOTE    ] SXC: Fetching historical data.
[2025-11-16T05:17:43.319008] [INFO ] [main      ] Progress: 207/472 forecasts completed (43.9%). ARE finished in 0.9s. ETA: 47.1s. Rate: 337.62 forecasts/min
[2025-11-16T05:17:43.331964] [DEBUG] [REMOTE    ] SXC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:43.332891] [DEBUG] [LOCAL     ] Loaded configuration for SXC: 6 features, N/A% accuracy
[2025-11-16T05:17:43.332955] [INFO ] [LOCAL     ] SXC: Loaded 6 optimal features with 55.46% confidence from JSON config
[2025-11-16T05:17:43.332991] [DEBUG] [MAG       ] Building data for symbol: SXC with lookback: 0
[2025-11-16T05:17:43.333936] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:43.334016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:43.339307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:43.339423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:43.341299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:43.341870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:43.342303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:43.343079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:43.343511] [DEBUG] [MAG       ] AQNB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:43.344452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:43.353042] [DEBUG] [MAG       ] EPC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:43.404973] [INFO ] [LOCAL     ] AQNB: Saved forecast.
[2025-11-16T05:17:43.405094] [INFO ] [main      ] AQNB: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=36.37%)
[2025-11-16T05:17:43.405389] [INFO ] [main      ] Fetching symbol history for KIM...
[2025-11-16T05:17:43.405453] [DEBUG] [REMOTE    ] KIM: Fetching historical data.
[2025-11-16T05:17:43.406716] [INFO ] [main      ] Progress: 208/472 forecasts completed (44.1%). AQNB finished in 0.7s. ETA: 46.8s. Rate: 338.44 forecasts/min
[2025-11-16T05:17:43.420203] [DEBUG] [REMOTE    ] KIM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:43.421222] [DEBUG] [LOCAL     ] Loaded configuration for KIM: 5 features, N/A% accuracy
[2025-11-16T05:17:43.421290] [INFO ] [LOCAL     ] KIM: Loaded 5 optimal features with 41.42% confidence from JSON config
[2025-11-16T05:17:43.421352] [DEBUG] [MAG       ] Building data for symbol: KIM with lookback: 0
[2025-11-16T05:17:43.422298] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:43.422380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:43.427774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:43.428755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:43.429689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:43.431769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:43.433121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:43.446233] [INFO ] [LOCAL     ] EPC: Saved forecast.
[2025-11-16T05:17:43.446541] [INFO ] [main      ] EPC: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=51.7032%)
[2025-11-16T05:17:43.446817] [INFO ] [main      ] Fetching symbol history for EIC...
[2025-11-16T05:17:43.447146] [DEBUG] [REMOTE    ] EIC: Fetching historical data.
[2025-11-16T05:17:43.447980] [INFO ] [main      ] Progress: 209/472 forecasts completed (44.3%). EPC finished in 0.6s. ETA: 46.5s. Rate: 339.69 forecasts/min
[2025-11-16T05:17:43.460098] [DEBUG] [REMOTE    ] EIC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:43.460738] [DEBUG] [LOCAL     ] Loaded configuration for EIC: 5 features, N/A% accuracy
[2025-11-16T05:17:43.460800] [INFO ] [LOCAL     ] EIC: Loaded 5 optimal features with 63.50% confidence from JSON config
[2025-11-16T05:17:43.460837] [DEBUG] [MAG       ] Building data for symbol: EIC with lookback: 0
[2025-11-16T05:17:43.461665] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:43.461902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:43.462830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:43.465358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:43.466191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:43.467388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:43.468728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:43.476093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:43.477344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:43.695060] [DEBUG] [MAG       ] NPFD: Last date is validated at 2025-11-14
[2025-11-16T05:17:43.787239] [DEBUG] [MAG       ] KIM: Last date is validated at 2025-11-14
[2025-11-16T05:17:43.809176] [DEBUG] [MAG       ] EIC: Last date is validated at 2025-11-14
[2025-11-16T05:17:43.833394] [DEBUG] [MAG       ] SXC: Last date is validated at 2025-11-14
[2025-11-16T05:17:43.867340] [DEBUG] [MAG       ] NPFD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:43.932473] [INFO ] [LOCAL     ] NPFD: Saved forecast.
[2025-11-16T05:17:43.932752] [INFO ] [main      ] NPFD: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=56.8819%)
[2025-11-16T05:17:43.933283] [INFO ] [main      ] Progress: 210/472 forecasts completed (44.5%). NPFD finished in 0.7s. ETA: 46.7s. Rate: 336.88 forecasts/min
[2025-11-16T05:17:43.933493] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-11-16T05:17:43.933597] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-11-16T05:17:43.947992] [DEBUG] [REMOTE    ] CCK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:43.949011] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-11-16T05:17:43.949132] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-11-16T05:17:43.949230] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-11-16T05:17:43.950152] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:43.950285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:43.955217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:43.957118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:43.966175] [DEBUG] [MAG       ] KIM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:43.979027] [DEBUG] [MAG       ] EIC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:44.002741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:44.004471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:44.007439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:44.022800] [DEBUG] [MAG       ] SXC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:44.052379] [INFO ] [LOCAL     ] EIC: Saved forecast.
[2025-11-16T05:17:44.052500] [INFO ] [main      ] EIC: Signal=1 (Conf=80.0%), Magnitude=-2.58% (Conf=63.503%)
[2025-11-16T05:17:44.053101] [INFO ] [main      ] Fetching symbol history for DX...
[2025-11-16T05:17:44.053324] [DEBUG] [REMOTE    ] DX: Fetching historical data.
[2025-11-16T05:17:44.053751] [INFO ] [main      ] Progress: 211/472 forecasts completed (44.7%). EIC finished in 0.6s. ETA: 46.4s. Rate: 337.40 forecasts/min
[2025-11-16T05:17:44.056136] [INFO ] [LOCAL     ] KIM: Saved forecast.
[2025-11-16T05:17:44.056257] [INFO ] [main      ] KIM: Signal=1 (Conf=80.0%), Magnitude=1.61% (Conf=41.4241%)
[2025-11-16T05:17:44.056492] [INFO ] [main      ] Fetching symbol history for CION...
[2025-11-16T05:17:44.056546] [DEBUG] [REMOTE    ] CION: Fetching historical data.
[2025-11-16T05:17:44.057699] [INFO ] [main      ] Progress: 212/472 forecasts completed (44.9%). KIM finished in 0.7s. ETA: 46.0s. Rate: 338.97 forecasts/min
[2025-11-16T05:17:44.067759] [DEBUG] [REMOTE    ] DX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:44.068337] [DEBUG] [LOCAL     ] Loaded configuration for DX: 4 features, N/A% accuracy
[2025-11-16T05:17:44.068393] [INFO ] [LOCAL     ] DX: Loaded 4 optimal features with 57.97% confidence from JSON config
[2025-11-16T05:17:44.068429] [DEBUG] [MAG       ] Building data for symbol: DX with lookback: 0
[2025-11-16T05:17:44.069269] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:44.069347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:44.071115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:44.071673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:44.071998] [DEBUG] [REMOTE    ] CION: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:44.072932] [DEBUG] [LOCAL     ] Loaded configuration for CION: 9 features, N/A% accuracy
[2025-11-16T05:17:44.072999] [INFO ] [LOCAL     ] CION: Loaded 9 optimal features with 41.40% confidence from JSON config
[2025-11-16T05:17:44.073037] [DEBUG] [MAG       ] Building data for symbol: CION with lookback: 0
[2025-11-16T05:17:44.073783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:44.074027] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:44.074108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:44.075273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:44.076376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:44.077241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:44.077923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:44.078359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:44.079475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:44.080869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:44.081994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:17:44.084098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:44.106259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:44.109381] [INFO ] [LOCAL     ] SXC: Saved forecast.
[2025-11-16T05:17:44.109513] [INFO ] [main      ] SXC: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=55.457%)
[2025-11-16T05:17:44.109775] [INFO ] [main      ] Fetching symbol history for WCC...
[2025-11-16T05:17:44.109838] [DEBUG] [REMOTE    ] WCC: Fetching historical data.
[2025-11-16T05:17:44.111752] [INFO ] [main      ] Progress: 213/472 forecasts completed (45.1%). SXC finished in 0.8s. ETA: 45.7s. Rate: 340.07 forecasts/min
[2025-11-16T05:17:44.125477] [DEBUG] [REMOTE    ] WCC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:44.126478] [DEBUG] [LOCAL     ] Loaded configuration for WCC: 10 features, N/A% accuracy
[2025-11-16T05:17:44.126554] [INFO ] [LOCAL     ] WCC: Loaded 10 optimal features with 52.11% confidence from JSON config
[2025-11-16T05:17:44.126599] [DEBUG] [MAG       ] Building data for symbol: WCC with lookback: 0
[2025-11-16T05:17:44.127760] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:17:44.127847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:44.133021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:44.133961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:44.135038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:44.137774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:44.139947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:44.140507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:44.141733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:44.143801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:44.144981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:44.145901] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:44.354812] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-11-14
[2025-11-16T05:17:44.424658] [DEBUG] [MAG       ] DX: Last date is validated at 2025-11-14
[2025-11-16T05:17:44.462165] [DEBUG] [MAG       ] CION: Last date is validated at 2025-11-14
[2025-11-16T05:17:44.518049] [DEBUG] [MAG       ] WCC: Last date is validated at 2025-11-14
[2025-11-16T05:17:44.525859] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:44.592157] [DEBUG] [MAG       ] DX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:44.640080] [DEBUG] [MAG       ] CION: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:44.655666] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-11-16T05:17:44.655983] [INFO ] [main      ] CCK: Signal=1 (Conf=80.0%), Magnitude=-4.00% (Conf=58.1949%)
[2025-11-16T05:17:44.656484] [INFO ] [main      ] Progress: 214/472 forecasts completed (45.3%). CCK finished in 0.7s. ETA: 46.0s. Rate: 336.79 forecasts/min
[2025-11-16T05:17:44.656739] [INFO ] [main      ] Fetching symbol history for BIPH...
[2025-11-16T05:17:44.656849] [DEBUG] [REMOTE    ] BIPH: Fetching historical data.
[2025-11-16T05:17:44.657488] [INFO ] [LOCAL     ] DX: Saved forecast.
[2025-11-16T05:17:44.657828] [INFO ] [main      ] DX: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=57.9653%)
[2025-11-16T05:17:44.658099] [INFO ] [main      ] Fetching symbol history for TX...
[2025-11-16T05:17:44.658249] [INFO ] [main      ] Progress: 215/472 forecasts completed (45.6%). DX finished in 0.6s. ETA: 45.6s. Rate: 338.35 forecasts/min
[2025-11-16T05:17:44.658251] [DEBUG] [REMOTE    ] TX: Fetching historical data.
[2025-11-16T05:17:44.671570] [DEBUG] [REMOTE    ] TX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:44.671555] [DEBUG] [REMOTE    ] BIPH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:44.672263] [DEBUG] [LOCAL     ] Loaded configuration for TX: 2 features, N/A% accuracy
[2025-11-16T05:17:44.672333] [INFO ] [LOCAL     ] TX: Loaded 2 optimal features with 54.50% confidence from JSON config
[2025-11-16T05:17:44.672393] [DEBUG] [MAG       ] Building data for symbol: TX with lookback: 0
[2025-11-16T05:17:44.672671] [DEBUG] [LOCAL     ] Loaded configuration for BIPH: 8 features, N/A% accuracy
[2025-11-16T05:17:44.672803] [INFO ] [LOCAL     ] BIPH: Loaded 8 optimal features with 51.65% confidence from JSON config
[2025-11-16T05:17:44.672899] [DEBUG] [MAG       ] Building data for symbol: BIPH with lookback: 0
[2025-11-16T05:17:44.673252] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:44.673329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:44.673922] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:44.674052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:44.679157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:44.681283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:44.682172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:44.682685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:17:44.687184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:44.687919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:44.689239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:17:44.691411] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:44.694620] [DEBUG] [MAG       ] WCC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:44.726449] [INFO ] [LOCAL     ] CION: Saved forecast.
[2025-11-16T05:17:44.726867] [INFO ] [main      ] CION: Signal=1 (Conf=80.0%), Magnitude=-1.31% (Conf=41.4013%)
[2025-11-16T05:17:44.727193] [INFO ] [main      ] Fetching symbol history for EDN...
[2025-11-16T05:17:44.727342] [DEBUG] [REMOTE    ] EDN: Fetching historical data.
[2025-11-16T05:17:44.728064] [INFO ] [main      ] Progress: 216/472 forecasts completed (45.8%). CION finished in 0.7s. ETA: 45.3s. Rate: 339.30 forecasts/min
[2025-11-16T05:17:44.731086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:44.732440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:44.743610] [DEBUG] [REMOTE    ] EDN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:44.744675] [DEBUG] [LOCAL     ] Loaded configuration for EDN: 5 features, N/A% accuracy
[2025-11-16T05:17:44.744777] [INFO ] [LOCAL     ] EDN: Loaded 5 optimal features with 62.21% confidence from JSON config
[2025-11-16T05:17:44.744853] [DEBUG] [MAG       ] Building data for symbol: EDN with lookback: 0
[2025-11-16T05:17:44.745822] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:44.745919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:44.747954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:44.748591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:44.750380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:17:44.751256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:17:44.752663] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:44.887505] [INFO ] [LOCAL     ] WCC: Saved forecast.
[2025-11-16T05:17:44.887673] [INFO ] [main      ] WCC: Signal=1 (Conf=80.0%), Magnitude=-2.91% (Conf=52.1099%)
[2025-11-16T05:17:44.888180] [INFO ] [main      ] Fetching symbol history for NVT...
[2025-11-16T05:17:44.888243] [DEBUG] [REMOTE    ] NVT: Fetching historical data.
[2025-11-16T05:17:44.888806] [INFO ] [main      ] Progress: 217/472 forecasts completed (46.0%). WCC finished in 0.8s. ETA: 45.1s. Rate: 339.44 forecasts/min
[2025-11-16T05:17:44.904257] [DEBUG] [REMOTE    ] NVT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:44.905196] [DEBUG] [LOCAL     ] Loaded configuration for NVT: 8 features, N/A% accuracy
[2025-11-16T05:17:44.905270] [INFO ] [LOCAL     ] NVT: Loaded 8 optimal features with 59.96% confidence from JSON config
[2025-11-16T05:17:44.905311] [DEBUG] [MAG       ] Building data for symbol: NVT with lookback: 0
[2025-11-16T05:17:44.906223] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:44.906320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:44.911596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:44.913503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:44.914202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:44.915194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:44.961744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:44.962898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:17:44.967453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:17:44.970322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:45.048800] [DEBUG] [MAG       ] BIPH: Last date is validated at 2025-11-14
[2025-11-16T05:17:45.074383] [DEBUG] [MAG       ] TX: Last date is validated at 2025-11-14
[2025-11-16T05:17:45.118507] [DEBUG] [MAG       ] EDN: Last date is validated at 2025-11-14
[2025-11-16T05:17:45.228552] [DEBUG] [MAG       ] BIPH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:45.243944] [DEBUG] [MAG       ] TX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:45.295198] [DEBUG] [MAG       ] EDN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:45.308240] [INFO ] [LOCAL     ] BIPH: Saved forecast.
[2025-11-16T05:17:45.308544] [INFO ] [main      ] BIPH: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=51.646%)
[2025-11-16T05:17:45.308849] [INFO ] [main      ] Fetching symbol history for WDH...
[2025-11-16T05:17:45.309166] [DEBUG] [REMOTE    ] WDH: Fetching historical data.
[2025-11-16T05:17:45.309782] [INFO ] [main      ] Progress: 218/472 forecasts completed (46.2%). BIPH finished in 0.7s. ETA: 45.2s. Rate: 337.30 forecasts/min
[2025-11-16T05:17:45.317139] [DEBUG] [MAG       ] NVT: Last date is validated at 2025-11-14
[2025-11-16T05:17:45.325856] [DEBUG] [REMOTE    ] WDH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:45.326866] [DEBUG] [LOCAL     ] Loaded configuration for WDH: 4 features, N/A% accuracy
[2025-11-16T05:17:45.326990] [INFO ] [LOCAL     ] WDH: Loaded 4 optimal features with 40.07% confidence from JSON config
[2025-11-16T05:17:45.327087] [DEBUG] [MAG       ] Building data for symbol: WDH with lookback: 0
[2025-11-16T05:17:45.328089] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:45.328227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:45.334047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:45.334281] [INFO ] [LOCAL     ] TX: Saved forecast.
[2025-11-16T05:17:45.334386] [INFO ] [main      ] TX: Signal=1 (Conf=80.0%), Magnitude=0.25% (Conf=54.498%)
[2025-11-16T05:17:45.334794] [INFO ] [main      ] Fetching symbol history for NOTE...
[2025-11-16T05:17:45.334861] [DEBUG] [REMOTE    ] NOTE: Fetching historical data.
[2025-11-16T05:17:45.335287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:45.335859] [INFO ] [main      ] Progress: 219/472 forecasts completed (46.4%). TX finished in 0.7s. ETA: 44.8s. Rate: 338.62 forecasts/min
[2025-11-16T05:17:45.336267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:45.337576] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:45.349900] [DEBUG] [REMOTE    ] NOTE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:45.350597] [DEBUG] [LOCAL     ] Loaded configuration for NOTE: 7 features, N/A% accuracy
[2025-11-16T05:17:45.350687] [INFO ] [LOCAL     ] NOTE: Loaded 7 optimal features with 50.65% confidence from JSON config
[2025-11-16T05:17:45.350735] [DEBUG] [MAG       ] Building data for symbol: NOTE with lookback: 0
[2025-11-16T05:17:45.351745] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:45.351881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:45.357639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:45.359639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:45.409153] [INFO ] [LOCAL     ] EDN: Saved forecast.
[2025-11-16T05:17:45.409482] [INFO ] [main      ] EDN: Signal=1 (Conf=80.0%), Magnitude=2.86% (Conf=62.2149%)
[2025-11-16T05:17:45.409935] [INFO ] [main      ] Progress: 220/472 forecasts completed (46.6%). EDN finished in 0.7s. ETA: 44.5s. Rate: 339.52 forecasts/min
[2025-11-16T05:17:45.410124] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-11-16T05:17:45.410229] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-11-16T05:17:45.416455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:45.418702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:45.419281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:45.420460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:17:45.422560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:45.423372] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:45.424034] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-11-16T05:17:45.424104] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-11-16T05:17:45.424206] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-11-16T05:17:45.425102] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:45.425191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:45.427053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:45.427701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:45.428125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:17:45.432484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:17:45.434674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:45.500585] [DEBUG] [MAG       ] NVT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:45.634995] [INFO ] [LOCAL     ] NVT: Saved forecast.
[2025-11-16T05:17:45.635107] [INFO ] [main      ] NVT: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=59.9642%)
[2025-11-16T05:17:45.635590] [INFO ] [main      ] Fetching symbol history for ORC...
[2025-11-16T05:17:45.635669] [DEBUG] [REMOTE    ] ORC: Fetching historical data.
[2025-11-16T05:17:45.636016] [INFO ] [main      ] Progress: 221/472 forecasts completed (46.8%). NVT finished in 0.7s. ETA: 44.4s. Rate: 339.09 forecasts/min
[2025-11-16T05:17:45.649756] [DEBUG] [REMOTE    ] ORC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:45.650410] [DEBUG] [LOCAL     ] Loaded configuration for ORC: 8 features, N/A% accuracy
[2025-11-16T05:17:45.650466] [INFO ] [LOCAL     ] ORC: Loaded 8 optimal features with 56.83% confidence from JSON config
[2025-11-16T05:17:45.650503] [DEBUG] [MAG       ] Building data for symbol: ORC with lookback: 0
[2025-11-16T05:17:45.651392] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:45.651476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:45.656454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:45.658310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:45.658851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:45.659310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:45.659739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:45.660506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:45.662789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:45.695889] [DEBUG] [MAG       ] WDH: Last date is validated at 2025-11-14
[2025-11-16T05:17:45.773445] [DEBUG] [MAG       ] NOTE: Last date is validated at 2025-11-14
[2025-11-16T05:17:45.781772] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-11-14
[2025-11-16T05:17:45.789816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:45.870608] [DEBUG] [MAG       ] WDH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:45.939510] [INFO ] [LOCAL     ] WDH: Saved forecast.
[2025-11-16T05:17:45.939625] [INFO ] [main      ] WDH: Signal=1 (Conf=80.0%), Magnitude=-3.53% (Conf=40.067%)
[2025-11-16T05:17:45.939846] [INFO ] [main      ] Fetching symbol history for BBVA...
[2025-11-16T05:17:45.939927] [DEBUG] [REMOTE    ] BBVA: Fetching historical data.
[2025-11-16T05:17:45.941756] [INFO ] [main      ] Progress: 222/472 forecasts completed (47.0%). WDH finished in 0.6s. ETA: 44.4s. Rate: 337.99 forecasts/min
[2025-11-16T05:17:45.945712] [DEBUG] [MAG       ] NOTE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:45.952633] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:45.956123] [DEBUG] [REMOTE    ] BBVA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:45.956863] [DEBUG] [LOCAL     ] Loaded configuration for BBVA: 9 features, N/A% accuracy
[2025-11-16T05:17:45.956931] [INFO ] [LOCAL     ] BBVA: Loaded 9 optimal features with 61.67% confidence from JSON config
[2025-11-16T05:17:45.956969] [DEBUG] [MAG       ] Building data for symbol: BBVA with lookback: 0
[2025-11-16T05:17:45.958048] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:45.958134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:45.959993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:45.960634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:45.962415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:46.008556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:46.009851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:17:46.010603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:46.012340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:17:46.015124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:46.016314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:46.036012] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-11-16T05:17:46.036299] [INFO ] [main      ] FIGS: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=47.8543%)
[2025-11-16T05:17:46.036850] [INFO ] [main      ] Progress: 223/472 forecasts completed (47.2%). FIGS finished in 0.6s. ETA: 44.1s. Rate: 338.69 forecasts/min
[2025-11-16T05:17:46.037051] [INFO ] [main      ] Fetching symbol history for VSH...
[2025-11-16T05:17:46.037159] [DEBUG] [REMOTE    ] VSH: Fetching historical data.
[2025-11-16T05:17:46.050340] [DEBUG] [REMOTE    ] VSH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:46.051171] [DEBUG] [LOCAL     ] Loaded configuration for VSH: 1 features, N/A% accuracy
[2025-11-16T05:17:46.051295] [INFO ] [LOCAL     ] VSH: Loaded 1 optimal features with 45.27% confidence from JSON config
[2025-11-16T05:17:46.051405] [DEBUG] [MAG       ] Building data for symbol: VSH with lookback: 0
[2025-11-16T05:17:46.052316] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:46.052467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:46.053529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:46.055331] [INFO ] [LOCAL     ] NOTE: Saved forecast.
[2025-11-16T05:17:46.055446] [INFO ] [main      ] NOTE: Signal=1 (Conf=80.0%), Magnitude=6.27% (Conf=50.6472%)
[2025-11-16T05:17:46.055971] [INFO ] [main      ] Fetching symbol history for IAE...
[2025-11-16T05:17:46.056038] [DEBUG] [REMOTE    ] IAE: Fetching historical data.
[2025-11-16T05:17:46.056708] [INFO ] [main      ] Progress: 224/472 forecasts completed (47.5%). NOTE finished in 0.7s. ETA: 43.8s. Rate: 340.04 forecasts/min
[2025-11-16T05:17:46.069722] [DEBUG] [REMOTE    ] IAE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:46.070756] [DEBUG] [LOCAL     ] Loaded configuration for IAE: 6 features, N/A% accuracy
[2025-11-16T05:17:46.070876] [INFO ] [LOCAL     ] IAE: Loaded 6 optimal features with 36.71% confidence from JSON config
[2025-11-16T05:17:46.070972] [DEBUG] [MAG       ] Building data for symbol: IAE with lookback: 0
[2025-11-16T05:17:46.072009] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:46.072174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:46.074128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:46.074872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:46.075521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:46.076265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:46.082996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:46.085220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:46.133338] [DEBUG] [MAG       ] ORC: Last date is validated at 2025-11-14
[2025-11-16T05:17:46.303972] [DEBUG] [MAG       ] ORC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:46.356276] [DEBUG] [MAG       ] BBVA: Last date is validated at 2025-11-14
[2025-11-16T05:17:46.377138] [INFO ] [LOCAL     ] ORC: Saved forecast.
[2025-11-16T05:17:46.377254] [INFO ] [main      ] ORC: Signal=1 (Conf=80.0%), Magnitude=-0.67% (Conf=56.8255%)
[2025-11-16T05:17:46.377482] [INFO ] [main      ] Fetching symbol history for NGG...
[2025-11-16T05:17:46.377535] [DEBUG] [REMOTE    ] NGG: Fetching historical data.
[2025-11-16T05:17:46.378755] [INFO ] [main      ] Progress: 225/472 forecasts completed (47.7%). ORC finished in 0.7s. ETA: 43.7s. Rate: 338.80 forecasts/min
[2025-11-16T05:17:46.391759] [DEBUG] [REMOTE    ] NGG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:46.392433] [DEBUG] [LOCAL     ] Loaded configuration for NGG: 7 features, N/A% accuracy
[2025-11-16T05:17:46.392491] [INFO ] [LOCAL     ] NGG: Loaded 7 optimal features with 61.74% confidence from JSON config
[2025-11-16T05:17:46.392529] [DEBUG] [MAG       ] Building data for symbol: NGG with lookback: 0
[2025-11-16T05:17:46.393466] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:46.393554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:46.395398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:46.396006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:46.396424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:46.397276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:46.397921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:46.397827] [DEBUG] [MAG       ] VSH: Last date is validated at 2025-11-14
[2025-11-16T05:17:46.399482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:46.402254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:46.532174] [DEBUG] [MAG       ] BBVA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:46.538195] [DEBUG] [MAG       ] IAE: Last date is validated at 2025-11-14
[2025-11-16T05:17:46.575310] [DEBUG] [MAG       ] VSH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:46.622047] [INFO ] [LOCAL     ] BBVA: Saved forecast.
[2025-11-16T05:17:46.622165] [INFO ] [main      ] BBVA: Signal=1 (Conf=80.0%), Magnitude=-1.19% (Conf=61.6729%)
[2025-11-16T05:17:46.622406] [INFO ] [main      ] Fetching symbol history for VPG...
[2025-11-16T05:17:46.622470] [DEBUG] [REMOTE    ] VPG: Fetching historical data.
[2025-11-16T05:17:46.623742] [INFO ] [main      ] Progress: 226/472 forecasts completed (47.9%). BBVA finished in 0.7s. ETA: 43.6s. Rate: 338.22 forecasts/min
[2025-11-16T05:17:46.638697] [DEBUG] [REMOTE    ] VPG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:46.639501] [DEBUG] [LOCAL     ] Loaded configuration for VPG: 2 features, N/A% accuracy
[2025-11-16T05:17:46.639696] [INFO ] [LOCAL     ] VPG: Loaded 2 optimal features with 47.19% confidence from JSON config
[2025-11-16T05:17:46.639798] [DEBUG] [MAG       ] Building data for symbol: VPG with lookback: 0
[2025-11-16T05:17:46.640805] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:46.640949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:46.646114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:46.647536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:46.664120] [INFO ] [LOCAL     ] VSH: Saved forecast.
[2025-11-16T05:17:46.664240] [INFO ] [main      ] VSH: Signal=1 (Conf=80.0%), Magnitude=-10.53% (Conf=45.2703%)
[2025-11-16T05:17:46.664461] [INFO ] [main      ] Fetching symbol history for CHMI...
[2025-11-16T05:17:46.664516] [DEBUG] [REMOTE    ] CHMI: Fetching historical data.
[2025-11-16T05:17:46.665743] [INFO ] [main      ] Progress: 227/472 forecasts completed (48.1%). VSH finished in 0.6s. ETA: 43.3s. Rate: 339.36 forecasts/min
[2025-11-16T05:17:46.678348] [DEBUG] [REMOTE    ] CHMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:46.678987] [DEBUG] [LOCAL     ] Loaded configuration for CHMI: 8 features, N/A% accuracy
[2025-11-16T05:17:46.679050] [INFO ] [LOCAL     ] CHMI: Loaded 8 optimal features with 48.68% confidence from JSON config
[2025-11-16T05:17:46.679096] [DEBUG] [MAG       ] Building data for symbol: CHMI with lookback: 0
[2025-11-16T05:17:46.679954] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:46.680040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:46.685151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:46.687210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:46.687762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:46.688229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:46.688817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:46.689886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:46.709581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:17:46.711076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:46.712817] [DEBUG] [MAG       ] IAE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:46.752177] [DEBUG] [MAG       ] NGG: Last date is validated at 2025-11-14
[2025-11-16T05:17:46.775111] [INFO ] [LOCAL     ] IAE: Saved forecast.
[2025-11-16T05:17:46.775230] [INFO ] [main      ] IAE: Signal=1 (Conf=80.0%), Magnitude=-0.89% (Conf=36.7053%)
[2025-11-16T05:17:46.775437] [INFO ] [main      ] Fetching symbol history for PINE...
[2025-11-16T05:17:46.775489] [DEBUG] [REMOTE    ] PINE: Fetching historical data.
[2025-11-16T05:17:46.775963] [INFO ] [main      ] Progress: 228/472 forecasts completed (48.3%). IAE finished in 0.7s. ETA: 43.1s. Rate: 339.92 forecasts/min
[2025-11-16T05:17:46.788328] [DEBUG] [REMOTE    ] PINE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:46.789297] [DEBUG] [LOCAL     ] Loaded configuration for PINE: 6 features, N/A% accuracy
[2025-11-16T05:17:46.789417] [INFO ] [LOCAL     ] PINE: Loaded 6 optimal features with 60.75% confidence from JSON config
[2025-11-16T05:17:46.789518] [DEBUG] [MAG       ] Building data for symbol: PINE with lookback: 0
[2025-11-16T05:17:46.790393] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:46.790527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:46.795407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:46.796313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:46.797979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:46.864911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:46.867353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:46.870298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:46.930066] [DEBUG] [MAG       ] NGG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:47.002584] [DEBUG] [MAG       ] VPG: Last date is validated at 2025-11-14
[2025-11-16T05:17:47.033146] [INFO ] [LOCAL     ] NGG: Saved forecast.
[2025-11-16T05:17:47.033267] [INFO ] [main      ] NGG: Signal=1 (Conf=80.0%), Magnitude=-0.87% (Conf=61.7433%)
[2025-11-16T05:17:47.033772] [INFO ] [main      ] Fetching symbol history for TAL...
[2025-11-16T05:17:47.033840] [DEBUG] [REMOTE    ] TAL: Fetching historical data.
[2025-11-16T05:17:47.034042] [INFO ] [main      ] Progress: 229/472 forecasts completed (48.5%). NGG finished in 0.7s. ETA: 43.0s. Rate: 339.24 forecasts/min
[2025-11-16T05:17:47.047805] [DEBUG] [REMOTE    ] TAL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:47.048465] [DEBUG] [LOCAL     ] Loaded configuration for TAL: 4 features, N/A% accuracy
[2025-11-16T05:17:47.048521] [INFO ] [LOCAL     ] TAL: Loaded 4 optimal features with 47.54% confidence from JSON config
[2025-11-16T05:17:47.048560] [DEBUG] [MAG       ] Building data for symbol: TAL with lookback: 0
[2025-11-16T05:17:47.049134] [DEBUG] [MAG       ] CHMI: Last date is validated at 2025-11-14
[2025-11-16T05:17:47.049431] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:47.049506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:47.054459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:47.055331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:47.179997] [DEBUG] [MAG       ] VPG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:47.184512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:17:47.187308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:47.210268] [DEBUG] [MAG       ] PINE: Last date is validated at 2025-11-14
[2025-11-16T05:17:47.213870] [DEBUG] [MAG       ] CHMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:47.279720] [INFO ] [LOCAL     ] VPG: Saved forecast.
[2025-11-16T05:17:47.279989] [INFO ] [main      ] VPG: Signal=1 (Conf=80.0%), Magnitude=-2.59% (Conf=47.1856%)
[2025-11-16T05:17:47.280376] [INFO ] [main      ] Fetching symbol history for PACK...
[2025-11-16T05:17:47.280805] [DEBUG] [REMOTE    ] PACK: Fetching historical data.
[2025-11-16T05:17:47.280867] [INFO ] [main      ] Progress: 230/472 forecasts completed (48.7%). VPG finished in 0.7s. ETA: 42.9s. Rate: 338.66 forecasts/min
[2025-11-16T05:17:47.295843] [DEBUG] [REMOTE    ] PACK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:47.296492] [DEBUG] [LOCAL     ] Loaded configuration for PACK: 4 features, N/A% accuracy
[2025-11-16T05:17:47.296560] [INFO ] [LOCAL     ] PACK: Loaded 4 optimal features with 51.73% confidence from JSON config
[2025-11-16T05:17:47.296627] [DEBUG] [MAG       ] Building data for symbol: PACK with lookback: 0
[2025-11-16T05:17:47.297558] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:47.297658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:47.299574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:47.300205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:47.300674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:47.302192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:47.363474] [INFO ] [LOCAL     ] CHMI: Saved forecast.
[2025-11-16T05:17:47.363792] [INFO ] [main      ] CHMI: Signal=1 (Conf=80.0%), Magnitude=0.32% (Conf=48.6815%)
[2025-11-16T05:17:47.364028] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-11-16T05:17:47.364298] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-11-16T05:17:47.365347] [INFO ] [main      ] Progress: 231/472 forecasts completed (48.9%). CHMI finished in 0.7s. ETA: 42.6s. Rate: 339.43 forecasts/min
[2025-11-16T05:17:47.376572] [DEBUG] [MAG       ] PINE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:47.376920] [DEBUG] [REMOTE    ] MKC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:47.377529] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-11-16T05:17:47.377670] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-11-16T05:17:47.377771] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-11-16T05:17:47.378667] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:47.378804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:47.380581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:47.381197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:47.425079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:47.449351] [INFO ] [LOCAL     ] PINE: Saved forecast.
[2025-11-16T05:17:47.449480] [INFO ] [main      ] PINE: Signal=1 (Conf=80.0%), Magnitude=-2.21% (Conf=60.749%)
[2025-11-16T05:17:47.449960] [INFO ] [main      ] Fetching symbol history for AXR...
[2025-11-16T05:17:47.450173] [DEBUG] [REMOTE    ] AXR: Fetching historical data.
[2025-11-16T05:17:47.450733] [INFO ] [main      ] Progress: 232/472 forecasts completed (49.2%). PINE finished in 0.7s. ETA: 42.3s. Rate: 340.18 forecasts/min
[2025-11-16T05:17:47.461794] [DEBUG] [REMOTE    ] AXR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:47.462455] [DEBUG] [LOCAL     ] Loaded configuration for AXR: 7 features, N/A% accuracy
[2025-11-16T05:17:47.462573] [INFO ] [LOCAL     ] AXR: Loaded 7 optimal features with 61.98% confidence from JSON config
[2025-11-16T05:17:47.462705] [DEBUG] [MAG       ] Building data for symbol: AXR with lookback: 0
[2025-11-16T05:17:47.463503] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:47.463638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:47.468559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:47.469486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:47.471950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:47.473762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:47.475066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:47.477907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:47.479298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:47.543537] [DEBUG] [MAG       ] TAL: Last date is validated at 2025-11-14
[2025-11-16T05:17:47.659010] [DEBUG] [MAG       ] PACK: Last date is validated at 2025-11-14
[2025-11-16T05:17:47.740917] [DEBUG] [MAG       ] TAL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:47.764055] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-11-14
[2025-11-16T05:17:47.818962] [DEBUG] [MAG       ] AXR: Last date is validated at 2025-11-14
[2025-11-16T05:17:47.831067] [DEBUG] [MAG       ] PACK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:47.836007] [INFO ] [LOCAL     ] TAL: Saved forecast.
[2025-11-16T05:17:47.836373] [INFO ] [main      ] TAL: Signal=1 (Conf=80.0%), Magnitude=0.39% (Conf=47.5377%)
[2025-11-16T05:17:47.837107] [INFO ] [main      ] Fetching symbol history for SBSI...
[2025-11-16T05:17:47.837390] [DEBUG] [REMOTE    ] SBSI: Fetching historical data.
[2025-11-16T05:17:47.837768] [INFO ] [main      ] Progress: 233/472 forecasts completed (49.4%). TAL finished in 0.8s. ETA: 42.4s. Rate: 338.45 forecasts/min
[2025-11-16T05:17:47.853673] [DEBUG] [REMOTE    ] SBSI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:47.854426] [DEBUG] [LOCAL     ] Loaded configuration for SBSI: 1 features, N/A% accuracy
[2025-11-16T05:17:47.854487] [INFO ] [LOCAL     ] SBSI: Loaded 1 optimal features with 38.01% confidence from JSON config
[2025-11-16T05:17:47.854528] [DEBUG] [MAG       ] Building data for symbol: SBSI with lookback: 0
[2025-11-16T05:17:47.855505] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:47.855587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:47.857856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:47.908687] [INFO ] [LOCAL     ] PACK: Saved forecast.
[2025-11-16T05:17:47.908811] [INFO ] [main      ] PACK: Signal=1 (Conf=80.0%), Magnitude=-3.12% (Conf=51.7257%)
[2025-11-16T05:17:47.909052] [INFO ] [main      ] Fetching symbol history for YALA...
[2025-11-16T05:17:47.909106] [DEBUG] [REMOTE    ] YALA: Fetching historical data.
[2025-11-16T05:17:47.910750] [INFO ] [main      ] Progress: 234/472 forecasts completed (49.6%). PACK finished in 0.6s. ETA: 42.1s. Rate: 339.30 forecasts/min
[2025-11-16T05:17:47.924551] [DEBUG] [REMOTE    ] YALA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:47.925392] [DEBUG] [LOCAL     ] Loaded configuration for YALA: 8 features, N/A% accuracy
[2025-11-16T05:17:47.925513] [INFO ] [LOCAL     ] YALA: Loaded 8 optimal features with 59.88% confidence from JSON config
[2025-11-16T05:17:47.925610] [DEBUG] [MAG       ] Building data for symbol: YALA with lookback: 0
[2025-11-16T05:17:47.926657] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:47.926799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:47.928690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:47.931101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:47.932229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:47.933722] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:47.934154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:47.934714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:47.936422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:47.937569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:47.938289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:48.004094] [DEBUG] [MAG       ] AXR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:48.040171] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-11-16T05:17:48.040441] [INFO ] [main      ] MKC: Signal=1 (Conf=80.0%), Magnitude=-0.67% (Conf=61.792%)
[2025-11-16T05:17:48.040936] [INFO ] [main      ] Progress: 235/472 forecasts completed (49.8%). MKC finished in 0.7s. ETA: 41.9s. Rate: 339.68 forecasts/min
[2025-11-16T05:17:48.041132] [INFO ] [main      ] Fetching symbol history for EVT...
[2025-11-16T05:17:48.041256] [DEBUG] [REMOTE    ] EVT: Fetching historical data.
[2025-11-16T05:17:48.054496] [DEBUG] [REMOTE    ] EVT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:48.055480] [DEBUG] [LOCAL     ] Loaded configuration for EVT: 7 features, N/A% accuracy
[2025-11-16T05:17:48.055603] [INFO ] [LOCAL     ] EVT: Loaded 7 optimal features with 61.04% confidence from JSON config
[2025-11-16T05:17:48.055723] [DEBUG] [MAG       ] Building data for symbol: EVT with lookback: 0
[2025-11-16T05:17:48.056701] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:48.056843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:48.058699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:48.059257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:48.059765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:48.060761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:17:48.061495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:48.062978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:48.064213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:48.118537] [INFO ] [LOCAL     ] AXR: Saved forecast.
[2025-11-16T05:17:48.118670] [INFO ] [main      ] AXR: Signal=1 (Conf=80.0%), Magnitude=-8.90% (Conf=61.981%)
[2025-11-16T05:17:48.119171] [INFO ] [main      ] Fetching symbol history for PNI...
[2025-11-16T05:17:48.119240] [DEBUG] [REMOTE    ] PNI: Fetching historical data.
[2025-11-16T05:17:48.120384] [INFO ] [main      ] Progress: 236/472 forecasts completed (50.0%). AXR finished in 0.7s. ETA: 41.6s. Rate: 340.48 forecasts/min
[2025-11-16T05:17:48.135085] [DEBUG] [REMOTE    ] PNI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:48.135929] [DEBUG] [LOCAL     ] Loaded configuration for PNI: 1 features, N/A% accuracy
[2025-11-16T05:17:48.135995] [INFO ] [LOCAL     ] PNI: Loaded 1 optimal features with 43.41% confidence from JSON config
[2025-11-16T05:17:48.136044] [DEBUG] [MAG       ] Building data for symbol: PNI with lookback: 0
[2025-11-16T05:17:48.137173] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:48.137251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:48.142445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:48.199196] [DEBUG] [MAG       ] SBSI: Last date is validated at 2025-11-14
[2025-11-16T05:17:48.297089] [DEBUG] [MAG       ] YALA: Last date is validated at 2025-11-14
[2025-11-16T05:17:48.366241] [DEBUG] [MAG       ] SBSI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:48.403196] [DEBUG] [MAG       ] EVT: Last date is validated at 2025-11-14
[2025-11-16T05:17:48.458695] [INFO ] [LOCAL     ] SBSI: Saved forecast.
[2025-11-16T05:17:48.458824] [INFO ] [main      ] SBSI: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=38.0085%)
[2025-11-16T05:17:48.459137] [INFO ] [main      ] Fetching symbol history for FBK...
[2025-11-16T05:17:48.459199] [DEBUG] [REMOTE    ] FBK: Fetching historical data.
[2025-11-16T05:17:48.460041] [INFO ] [main      ] Progress: 237/472 forecasts completed (50.2%). SBSI finished in 0.6s. ETA: 41.6s. Rate: 339.15 forecasts/min
[2025-11-16T05:17:48.473417] [DEBUG] [MAG       ] YALA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:48.474555] [DEBUG] [REMOTE    ] FBK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:48.475229] [DEBUG] [LOCAL     ] Loaded configuration for FBK: 6 features, N/A% accuracy
[2025-11-16T05:17:48.475296] [INFO ] [LOCAL     ] FBK: Loaded 6 optimal features with 51.49% confidence from JSON config
[2025-11-16T05:17:48.475335] [DEBUG] [MAG       ] Building data for symbol: FBK with lookback: 0
[2025-11-16T05:17:48.476312] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:48.476399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:48.481614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:48.483610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:48.484175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:48.484598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:48.487166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:17:48.488430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:48.522008] [DEBUG] [MAG       ] PNI: Last date is validated at 2025-11-14
[2025-11-16T05:17:48.555920] [INFO ] [LOCAL     ] YALA: Saved forecast.
[2025-11-16T05:17:48.556174] [INFO ] [main      ] YALA: Signal=1 (Conf=80.0%), Magnitude=-1.83% (Conf=59.8824%)
[2025-11-16T05:17:48.556462] [INFO ] [main      ] Fetching symbol history for MUFG...
[2025-11-16T05:17:48.556580] [DEBUG] [REMOTE    ] MUFG: Fetching historical data.
[2025-11-16T05:17:48.558272] [INFO ] [main      ] Progress: 238/472 forecasts completed (50.4%). YALA finished in 0.6s. ETA: 41.3s. Rate: 339.79 forecasts/min
[2025-11-16T05:17:48.573315] [DEBUG] [REMOTE    ] MUFG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:48.574172] [DEBUG] [LOCAL     ] Loaded configuration for MUFG: 8 features, N/A% accuracy
[2025-11-16T05:17:48.574246] [INFO ] [LOCAL     ] MUFG: Loaded 8 optimal features with 56.38% confidence from JSON config
[2025-11-16T05:17:48.574352] [DEBUG] [MAG       ] Building data for symbol: MUFG with lookback: 0
[2025-11-16T05:17:48.575335] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:48.575434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:48.575668] [DEBUG] [MAG       ] EVT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:48.580768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:48.582754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:48.583377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:48.583945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:48.584442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:48.585975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:48.650889] [INFO ] [LOCAL     ] EVT: Saved forecast.
[2025-11-16T05:17:48.651002] [INFO ] [main      ] EVT: Signal=1 (Conf=80.0%), Magnitude=-0.11% (Conf=61.0381%)
[2025-11-16T05:17:48.651403] [INFO ] [main      ] Fetching symbol history for RH...
[2025-11-16T05:17:48.651463] [DEBUG] [REMOTE    ] RH: Fetching historical data.
[2025-11-16T05:17:48.651767] [INFO ] [main      ] Progress: 239/472 forecasts completed (50.6%). EVT finished in 0.6s. ETA: 41.1s. Rate: 340.46 forecasts/min
[2025-11-16T05:17:48.664046] [DEBUG] [REMOTE    ] RH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:48.664787] [DEBUG] [LOCAL     ] Loaded configuration for RH: 8 features, N/A% accuracy
[2025-11-16T05:17:48.664907] [INFO ] [LOCAL     ] RH: Loaded 8 optimal features with 57.78% confidence from JSON config
[2025-11-16T05:17:48.665004] [DEBUG] [MAG       ] Building data for symbol: RH with lookback: 0
[2025-11-16T05:17:48.665872] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:48.666005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:48.670920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:48.672787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:48.673337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:48.673876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:48.674349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:48.675360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:17:48.676702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:48.677410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:48.678898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:48.680253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:48.694686] [DEBUG] [MAG       ] PNI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:48.756898] [INFO ] [LOCAL     ] PNI: Saved forecast.
[2025-11-16T05:17:48.757022] [INFO ] [main      ] PNI: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=43.4107%)
[2025-11-16T05:17:48.757236] [INFO ] [main      ] Fetching symbol history for EVEX...
[2025-11-16T05:17:48.757323] [DEBUG] [REMOTE    ] EVEX: Fetching historical data.
[2025-11-16T05:17:48.758381] [INFO ] [main      ] Progress: 240/472 forecasts completed (50.8%). PNI finished in 0.6s. ETA: 40.8s. Rate: 341.02 forecasts/min
[2025-11-16T05:17:48.771733] [DEBUG] [REMOTE    ] EVEX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:48.772443] [DEBUG] [LOCAL     ] Loaded configuration for EVEX: 5 features, N/A% accuracy
[2025-11-16T05:17:48.772499] [INFO ] [LOCAL     ] EVEX: Loaded 5 optimal features with 52.12% confidence from JSON config
[2025-11-16T05:17:48.772538] [DEBUG] [MAG       ] Building data for symbol: EVEX with lookback: 0
[2025-11-16T05:17:48.773455] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:48.773537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:48.774365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:48.775307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:48.776071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:17:48.776808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:48.793171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:48.842180] [DEBUG] [MAG       ] FBK: Last date is validated at 2025-11-14
[2025-11-16T05:17:49.019934] [DEBUG] [MAG       ] MUFG: Last date is validated at 2025-11-14
[2025-11-16T05:17:49.022731] [DEBUG] [MAG       ] FBK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:49.031292] [DEBUG] [MAG       ] RH: Last date is validated at 2025-11-14
[2025-11-16T05:17:49.138584] [DEBUG] [MAG       ] EVEX: Last date is validated at 2025-11-14
[2025-11-16T05:17:49.141468] [INFO ] [LOCAL     ] FBK: Saved forecast.
[2025-11-16T05:17:49.141600] [INFO ] [main      ] FBK: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=51.4948%)
[2025-11-16T05:17:49.141849] [INFO ] [main      ] Fetching symbol history for WLK...
[2025-11-16T05:17:49.141939] [DEBUG] [REMOTE    ] WLK: Fetching historical data.
[2025-11-16T05:17:49.143753] [INFO ] [main      ] Progress: 241/472 forecasts completed (51.1%). FBK finished in 0.7s. ETA: 40.8s. Rate: 339.34 forecasts/min
[2025-11-16T05:17:49.157171] [DEBUG] [REMOTE    ] WLK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:49.158067] [DEBUG] [LOCAL     ] Loaded configuration for WLK: 6 features, N/A% accuracy
[2025-11-16T05:17:49.158190] [INFO ] [LOCAL     ] WLK: Loaded 6 optimal features with 50.47% confidence from JSON config
[2025-11-16T05:17:49.158292] [DEBUG] [MAG       ] Building data for symbol: WLK with lookback: 0
[2025-11-16T05:17:49.159341] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:49.159484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:49.164859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:49.167057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:49.167713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:49.168191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:49.168720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:49.171730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:49.191457] [DEBUG] [MAG       ] MUFG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:49.205040] [DEBUG] [MAG       ] RH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:49.272509] [INFO ] [LOCAL     ] MUFG: Saved forecast.
[2025-11-16T05:17:49.272634] [INFO ] [main      ] MUFG: Signal=1 (Conf=80.0%), Magnitude=1.02% (Conf=56.378%)
[2025-11-16T05:17:49.273172] [INFO ] [main      ] Fetching symbol history for ONON...
[2025-11-16T05:17:49.273246] [DEBUG] [REMOTE    ] ONON: Fetching historical data.
[2025-11-16T05:17:49.273774] [INFO ] [main      ] Progress: 242/472 forecasts completed (51.3%). MUFG finished in 0.7s. ETA: 40.6s. Rate: 339.71 forecasts/min
[2025-11-16T05:17:49.290076] [DEBUG] [REMOTE    ] ONON: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:49.290782] [DEBUG] [LOCAL     ] Loaded configuration for ONON: 4 features, N/A% accuracy
[2025-11-16T05:17:49.290854] [INFO ] [LOCAL     ] ONON: Loaded 4 optimal features with 48.77% confidence from JSON config
[2025-11-16T05:17:49.290895] [DEBUG] [MAG       ] Building data for symbol: ONON with lookback: 0
[2025-11-16T05:17:49.292057] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:49.292139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:49.297708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:49.298949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:49.300883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:17:49.303321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:49.310722] [DEBUG] [MAG       ] EVEX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:49.389124] [INFO ] [LOCAL     ] EVEX: Saved forecast.
[2025-11-16T05:17:49.389235] [INFO ] [main      ] EVEX: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=52.1231%)
[2025-11-16T05:17:49.389736] [INFO ] [main      ] Progress: 243/472 forecasts completed (51.5%). EVEX finished in 0.6s. ETA: 40.4s. Rate: 340.19 forecasts/min
[2025-11-16T05:17:49.389911] [INFO ] [main      ] Fetching symbol history for SLG...
[2025-11-16T05:17:49.389963] [DEBUG] [REMOTE    ] SLG: Fetching historical data.
[2025-11-16T05:17:49.404238] [DEBUG] [REMOTE    ] SLG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:49.405186] [DEBUG] [LOCAL     ] Loaded configuration for SLG: 2 features, N/A% accuracy
[2025-11-16T05:17:49.405252] [INFO ] [LOCAL     ] SLG: Loaded 2 optimal features with 39.56% confidence from JSON config
[2025-11-16T05:17:49.405297] [DEBUG] [MAG       ] Building data for symbol: SLG with lookback: 0
[2025-11-16T05:17:49.406298] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:49.406393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:49.411774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:49.429682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:49.456477] [INFO ] [LOCAL     ] RH: Saved forecast.
[2025-11-16T05:17:49.456597] [INFO ] [main      ] RH: Signal=1 (Conf=80.0%), Magnitude=-1.02% (Conf=57.7813%)
[2025-11-16T05:17:49.457104] [INFO ] [main      ] Fetching symbol history for EQBK...
[2025-11-16T05:17:49.457167] [DEBUG] [REMOTE    ] EQBK: Fetching historical data.
[2025-11-16T05:17:49.458290] [INFO ] [main      ] Progress: 244/472 forecasts completed (51.7%). RH finished in 0.8s. ETA: 40.1s. Rate: 341.05 forecasts/min
[2025-11-16T05:17:49.471221] [DEBUG] [REMOTE    ] EQBK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:49.472388] [DEBUG] [LOCAL     ] Loaded configuration for EQBK: 1 features, N/A% accuracy
[2025-11-16T05:17:49.472455] [INFO ] [LOCAL     ] EQBK: Loaded 1 optimal features with 44.65% confidence from JSON config
[2025-11-16T05:17:49.472493] [DEBUG] [MAG       ] Building data for symbol: EQBK with lookback: 0
[2025-11-16T05:17:49.473468] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:49.473545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:17:49.478214] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:49.523172] [DEBUG] [MAG       ] WLK: Last date is validated at 2025-11-14
[2025-11-16T05:17:49.663626] [DEBUG] [MAG       ] ONON: Last date is validated at 2025-11-14
[2025-11-16T05:17:49.703289] [DEBUG] [MAG       ] WLK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:49.775981] [DEBUG] [MAG       ] SLG: Last date is validated at 2025-11-14
[2025-11-16T05:17:49.829826] [DEBUG] [MAG       ] EQBK: Last date is validated at 2025-11-14
[2025-11-16T05:17:49.839365] [INFO ] [LOCAL     ] WLK: Saved forecast.
[2025-11-16T05:17:49.839483] [INFO ] [main      ] WLK: Signal=1 (Conf=80.0%), Magnitude=-0.70% (Conf=50.4667%)
[2025-11-16T05:17:49.839983] [INFO ] [main      ] Fetching symbol history for BME...
[2025-11-16T05:17:49.840049] [DEBUG] [REMOTE    ] BME: Fetching historical data.
[2025-11-16T05:17:49.840756] [INFO ] [main      ] Progress: 245/472 forecasts completed (51.9%). WLK finished in 0.7s. ETA: 40.1s. Rate: 339.42 forecasts/min
[2025-11-16T05:17:49.844866] [DEBUG] [MAG       ] ONON: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:49.855314] [DEBUG] [REMOTE    ] BME: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:49.856012] [DEBUG] [LOCAL     ] Loaded configuration for BME: 3 features, N/A% accuracy
[2025-11-16T05:17:49.856077] [INFO ] [LOCAL     ] BME: Loaded 3 optimal features with 59.45% confidence from JSON config
[2025-11-16T05:17:49.856116] [DEBUG] [MAG       ] Building data for symbol: BME with lookback: 0
[2025-11-16T05:17:49.857068] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:49.857152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:49.859030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:49.859670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:49.860111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:49.950527] [DEBUG] [MAG       ] SLG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:49.968020] [INFO ] [LOCAL     ] ONON: Saved forecast.
[2025-11-16T05:17:49.968277] [INFO ] [main      ] ONON: Signal=1 (Conf=80.0%), Magnitude=5.97% (Conf=48.7701%)
[2025-11-16T05:17:49.968607] [INFO ] [main      ] Fetching symbol history for FFWM...
[2025-11-16T05:17:49.968761] [DEBUG] [REMOTE    ] FFWM: Fetching historical data.
[2025-11-16T05:17:49.970745] [INFO ] [main      ] Progress: 246/472 forecasts completed (52.1%). ONON finished in 0.7s. ETA: 39.9s. Rate: 339.79 forecasts/min
[2025-11-16T05:17:49.985100] [DEBUG] [REMOTE    ] FFWM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:49.985962] [DEBUG] [LOCAL     ] Loaded configuration for FFWM: 3 features, N/A% accuracy
[2025-11-16T05:17:49.986093] [INFO ] [LOCAL     ] FFWM: Loaded 3 optimal features with 52.17% confidence from JSON config
[2025-11-16T05:17:49.986194] [DEBUG] [MAG       ] Building data for symbol: FFWM with lookback: 0
[2025-11-16T05:17:49.987418] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:49.987554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:49.993476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:17:49.998340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:50.000187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:50.001948] [DEBUG] [MAG       ] EQBK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:50.070521] [INFO ] [LOCAL     ] SLG: Saved forecast.
[2025-11-16T05:17:50.070654] [INFO ] [main      ] SLG: Signal=1 (Conf=80.0%), Magnitude=-2.22% (Conf=39.5624%)
[2025-11-16T05:17:50.070901] [INFO ] [main      ] Fetching symbol history for HFRO...
[2025-11-16T05:17:50.070987] [DEBUG] [REMOTE    ] HFRO: Fetching historical data.
[2025-11-16T05:17:50.071793] [INFO ] [main      ] Progress: 247/472 forecasts completed (52.3%). SLG finished in 0.7s. ETA: 39.7s. Rate: 340.38 forecasts/min
[2025-11-16T05:17:50.086368] [DEBUG] [REMOTE    ] HFRO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:50.087300] [DEBUG] [LOCAL     ] Loaded configuration for HFRO: 9 features, N/A% accuracy
[2025-11-16T05:17:50.087365] [INFO ] [LOCAL     ] HFRO: Loaded 9 optimal features with 53.71% confidence from JSON config
[2025-11-16T05:17:50.087437] [DEBUG] [MAG       ] Building data for symbol: HFRO with lookback: 0
[2025-11-16T05:17:50.088923] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:50.089013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:50.091231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:50.091879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:50.092319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:50.093290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:50.095796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:50.096837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:50.098102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:50.100145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:50.101253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:50.101376] [INFO ] [LOCAL     ] EQBK: Saved forecast.
[2025-11-16T05:17:50.101523] [INFO ] [main      ] EQBK: Signal=1 (Conf=80.0%), Magnitude=1.35% (Conf=44.6534%)
[2025-11-16T05:17:50.102039] [INFO ] [main      ] Fetching symbol history for KVYO...
[2025-11-16T05:17:50.102356] [INFO ] [main      ] Progress: 248/472 forecasts completed (52.5%). EQBK finished in 0.6s. ETA: 39.4s. Rate: 341.51 forecasts/min
[2025-11-16T05:17:50.102244] [DEBUG] [REMOTE    ] KVYO: Fetching historical data.
[2025-11-16T05:17:50.117467] [DEBUG] [REMOTE    ] KVYO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:50.118254] [DEBUG] [LOCAL     ] Loaded configuration for KVYO: 7 features, N/A% accuracy
[2025-11-16T05:17:50.118425] [INFO ] [LOCAL     ] KVYO: Loaded 7 optimal features with 47.15% confidence from JSON config
[2025-11-16T05:17:50.118527] [DEBUG] [MAG       ] Building data for symbol: KVYO with lookback: 0
[2025-11-16T05:17:50.119515] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:50.119701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:50.121615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:50.122326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:50.122893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:50.123385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:50.169926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:17:50.171083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:50.173112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:50.232766] [DEBUG] [MAG       ] BME: Last date is validated at 2025-11-14
[2025-11-16T05:17:50.355813] [DEBUG] [MAG       ] FFWM: Last date is validated at 2025-11-14
[2025-11-16T05:17:50.403139] [DEBUG] [MAG       ] BME: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:50.445223] [DEBUG] [MAG       ] HFRO: Last date is validated at 2025-11-14
[2025-11-16T05:17:50.481140] [INFO ] [LOCAL     ] BME: Saved forecast.
[2025-11-16T05:17:50.481263] [INFO ] [main      ] BME: Signal=1 (Conf=80.0%), Magnitude=0.55% (Conf=59.4481%)
[2025-11-16T05:17:50.481757] [INFO ] [main      ] Fetching symbol history for BR...
[2025-11-16T05:17:50.481824] [DEBUG] [REMOTE    ] BR: Fetching historical data.
[2025-11-16T05:17:50.482785] [INFO ] [main      ] Progress: 249/472 forecasts completed (52.8%). BME finished in 0.6s. ETA: 39.4s. Rate: 339.92 forecasts/min
[2025-11-16T05:17:50.497901] [DEBUG] [REMOTE    ] BR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:50.498548] [DEBUG] [LOCAL     ] Loaded configuration for BR: 2 features, N/A% accuracy
[2025-11-16T05:17:50.498793] [INFO ] [LOCAL     ] BR: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-11-16T05:17:50.498900] [DEBUG] [MAG       ] Building data for symbol: BR with lookback: 0
[2025-11-16T05:17:50.499982] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:50.500120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:50.505317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:50.519635] [DEBUG] [MAG       ] KVYO: Last date is validated at 2025-11-14
[2025-11-16T05:17:50.539898] [DEBUG] [MAG       ] FFWM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:50.553047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:50.621125] [DEBUG] [MAG       ] HFRO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:50.625660] [INFO ] [LOCAL     ] FFWM: Saved forecast.
[2025-11-16T05:17:50.625780] [INFO ] [main      ] FFWM: Signal=1 (Conf=80.0%), Magnitude=0.56% (Conf=52.1657%)
[2025-11-16T05:17:50.626018] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-11-16T05:17:50.626074] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-11-16T05:17:50.627071] [INFO ] [main      ] Progress: 250/472 forecasts completed (53.0%). FFWM finished in 0.7s. ETA: 39.2s. Rate: 340.17 forecasts/min
[2025-11-16T05:17:50.643471] [DEBUG] [REMOTE    ] CIB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:50.644469] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-11-16T05:17:50.644537] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-11-16T05:17:50.644578] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-11-16T05:17:50.645524] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:50.645608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:50.648005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:50.649805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:50.694087] [DEBUG] [MAG       ] KVYO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:50.699150] [INFO ] [LOCAL     ] HFRO: Saved forecast.
[2025-11-16T05:17:50.699271] [INFO ] [main      ] HFRO: Signal=1 (Conf=80.0%), Magnitude=-0.35% (Conf=53.7088%)
[2025-11-16T05:17:50.699758] [INFO ] [main      ] Fetching symbol history for BILL...
[2025-11-16T05:17:50.699829] [DEBUG] [REMOTE    ] BILL: Fetching historical data.
[2025-11-16T05:17:50.700744] [INFO ] [main      ] Progress: 251/472 forecasts completed (53.2%). HFRO finished in 0.6s. ETA: 38.9s. Rate: 340.96 forecasts/min
[2025-11-16T05:17:50.714317] [DEBUG] [REMOTE    ] BILL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:50.715029] [DEBUG] [LOCAL     ] Loaded configuration for BILL: 3 features, N/A% accuracy
[2025-11-16T05:17:50.715092] [INFO ] [LOCAL     ] BILL: Loaded 3 optimal features with 57.35% confidence from JSON config
[2025-11-16T05:17:50.715130] [DEBUG] [MAG       ] Building data for symbol: BILL with lookback: 0
[2025-11-16T05:17:50.716059] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:50.716137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:50.721143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:50.722628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-11-16T05:17:50.725571] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:50.816743] [INFO ] [LOCAL     ] KVYO: Saved forecast.
[2025-11-16T05:17:50.817011] [INFO ] [main      ] KVYO: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=47.1482%)
[2025-11-16T05:17:50.817549] [INFO ] [main      ] Fetching symbol history for BHK...
[2025-11-16T05:17:50.817622] [DEBUG] [REMOTE    ] BHK: Fetching historical data.
[2025-11-16T05:17:50.818754] [INFO ] [main      ] Progress: 252/472 forecasts completed (53.4%). KVYO finished in 0.7s. ETA: 38.7s. Rate: 341.41 forecasts/min
[2025-11-16T05:17:50.832575] [DEBUG] [REMOTE    ] BHK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:50.833212] [DEBUG] [LOCAL     ] Loaded configuration for BHK: 5 features, N/A% accuracy
[2025-11-16T05:17:50.833274] [INFO ] [LOCAL     ] BHK: Loaded 5 optimal features with 43.11% confidence from JSON config
[2025-11-16T05:17:50.833312] [DEBUG] [MAG       ] Building data for symbol: BHK with lookback: 0
[2025-11-16T05:17:50.834226] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:50.834306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:50.836134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:50.836758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:50.837174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:17:50.837905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:50.839121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:50.907461] [DEBUG] [MAG       ] BR: Last date is validated at 2025-11-14
[2025-11-16T05:17:51.009538] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-11-14
[2025-11-16T05:17:51.074811] [DEBUG] [MAG       ] BILL: Last date is validated at 2025-11-14
[2025-11-16T05:17:51.077113] [DEBUG] [MAG       ] BR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:51.183278] [DEBUG] [MAG       ] BHK: Last date is validated at 2025-11-14
[2025-11-16T05:17:51.189666] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:51.212086] [INFO ] [LOCAL     ] BR: Saved forecast.
[2025-11-16T05:17:51.212203] [INFO ] [main      ] BR: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=50.6952%)
[2025-11-16T05:17:51.212697] [INFO ] [main      ] Fetching symbol history for FICO...
[2025-11-16T05:17:51.212760] [DEBUG] [REMOTE    ] FICO: Fetching historical data.
[2025-11-16T05:17:51.212982] [INFO ] [main      ] Progress: 253/472 forecasts completed (53.6%). BR finished in 0.7s. ETA: 38.7s. Rate: 339.74 forecasts/min
[2025-11-16T05:17:51.233297] [DEBUG] [REMOTE    ] FICO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:51.234188] [DEBUG] [LOCAL     ] Loaded configuration for FICO: 2 features, N/A% accuracy
[2025-11-16T05:17:51.234252] [INFO ] [LOCAL     ] FICO: Loaded 2 optimal features with 45.48% confidence from JSON config
[2025-11-16T05:17:51.234290] [DEBUG] [MAG       ] Building data for symbol: FICO with lookback: 0
[2025-11-16T05:17:51.235258] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:51.235336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:51.240553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:51.243116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:51.250088] [DEBUG] [MAG       ] BILL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:51.308572] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-11-16T05:17:51.308930] [INFO ] [main      ] CIB: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=46.2185%)
[2025-11-16T05:17:51.309172] [INFO ] [main      ] Fetching symbol history for TXO...
[2025-11-16T05:17:51.309226] [DEBUG] [REMOTE    ] TXO: Fetching historical data.
[2025-11-16T05:17:51.310050] [INFO ] [main      ] Progress: 254/472 forecasts completed (53.8%). CIB finished in 0.7s. ETA: 38.4s. Rate: 340.34 forecasts/min
[2025-11-16T05:17:51.325257] [DEBUG] [REMOTE    ] TXO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:51.326120] [DEBUG] [LOCAL     ] Loaded configuration for TXO: 1 features, N/A% accuracy
[2025-11-16T05:17:51.326241] [INFO ] [LOCAL     ] TXO: Loaded 1 optimal features with 45.99% confidence from JSON config
[2025-11-16T05:17:51.326402] [DEBUG] [MAG       ] Building data for symbol: TXO with lookback: 0
[2025-11-16T05:17:51.327434] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:51.327578] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:51.332743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:51.361131] [DEBUG] [MAG       ] BHK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:51.401825] [INFO ] [LOCAL     ] BILL: Saved forecast.
[2025-11-16T05:17:51.401939] [INFO ] [main      ] BILL: Signal=1 (Conf=80.0%), Magnitude=-1.25% (Conf=57.352%)
[2025-11-16T05:17:51.402413] [INFO ] [main      ] Fetching symbol history for FSCO...
[2025-11-16T05:17:51.402492] [DEBUG] [REMOTE    ] FSCO: Fetching historical data.
[2025-11-16T05:17:51.402767] [INFO ] [main      ] Progress: 255/472 forecasts completed (54.0%). BILL finished in 0.7s. ETA: 38.2s. Rate: 340.98 forecasts/min
[2025-11-16T05:17:51.414964] [DEBUG] [REMOTE    ] FSCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:51.415619] [DEBUG] [LOCAL     ] Loaded configuration for FSCO: 6 features, N/A% accuracy
[2025-11-16T05:17:51.415707] [INFO ] [LOCAL     ] FSCO: Loaded 6 optimal features with 63.19% confidence from JSON config
[2025-11-16T05:17:51.415748] [DEBUG] [MAG       ] Building data for symbol: FSCO with lookback: 0
[2025-11-16T05:17:51.416600] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:51.416730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:51.422035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:51.423088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:51.425632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:51.426885] [INFO ] [LOCAL     ] BHK: Saved forecast.
[2025-11-16T05:17:51.427060] [INFO ] [main      ] BHK: Signal=1 (Conf=80.0%), Magnitude=-0.37% (Conf=43.1062%)
[2025-11-16T05:17:51.427662] [INFO ] [main      ] Fetching symbol history for DD...
[2025-11-16T05:17:51.427780] [DEBUG] [REMOTE    ] DD: Fetching historical data.
[2025-11-16T05:17:51.427837] [INFO ] [main      ] Progress: 256/472 forecasts completed (54.2%). BHK finished in 0.6s. ETA: 37.9s. Rate: 342.12 forecasts/min
[2025-11-16T05:17:51.441818] [DEBUG] [REMOTE    ] DD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:51.442726] [DEBUG] [LOCAL     ] Loaded configuration for DD: 5 features, N/A% accuracy
[2025-11-16T05:17:51.442811] [INFO ] [LOCAL     ] DD: Loaded 5 optimal features with 47.29% confidence from JSON config
[2025-11-16T05:17:51.442850] [DEBUG] [MAG       ] Building data for symbol: DD with lookback: 0
[2025-11-16T05:17:51.443804] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:51.443886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:51.445812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:51.446406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:51.447452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:51.481531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:17:51.484027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:17:51.484848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:51.494228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:51.495632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:51.597867] [DEBUG] [MAG       ] FICO: Last date is validated at 2025-11-14
[2025-11-16T05:17:51.683516] [DEBUG] [MAG       ] TXO: Last date is validated at 2025-11-14
[2025-11-16T05:17:51.777937] [DEBUG] [MAG       ] FICO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:51.830289] [DEBUG] [MAG       ] FSCO: Last date is validated at 2025-11-14
[2025-11-16T05:17:51.843750] [DEBUG] [MAG       ] DD: Last date is validated at 2025-11-14
[2025-11-16T05:17:51.867188] [DEBUG] [MAG       ] TXO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:51.942342] [INFO ] [LOCAL     ] TXO: Saved forecast.
[2025-11-16T05:17:51.942689] [INFO ] [main      ] TXO: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=45.9855%)
[2025-11-16T05:17:51.942933] [INFO ] [main      ] Fetching symbol history for WHG...
[2025-11-16T05:17:51.943044] [DEBUG] [REMOTE    ] WHG: Fetching historical data.
[2025-11-16T05:17:51.944761] [INFO ] [main      ] Progress: 257/472 forecasts completed (54.4%). TXO finished in 0.6s. ETA: 38.0s. Rate: 339.55 forecasts/min
[2025-11-16T05:17:51.955999] [DEBUG] [REMOTE    ] WHG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:51.956838] [DEBUG] [LOCAL     ] Loaded configuration for WHG: 1 features, N/A% accuracy
[2025-11-16T05:17:51.956960] [INFO ] [LOCAL     ] WHG: Loaded 1 optimal features with 54.38% confidence from JSON config
[2025-11-16T05:17:51.957058] [DEBUG] [MAG       ] Building data for symbol: WHG with lookback: 0
[2025-11-16T05:17:51.957959] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:51.958099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:51.960598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:52.000544] [DEBUG] [MAG       ] FSCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:52.024927] [DEBUG] [MAG       ] DD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:52.047768] [INFO ] [LOCAL     ] FICO: Saved forecast.
[2025-11-16T05:17:52.047919] [INFO ] [main      ] FICO: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=45.4781%)
[2025-11-16T05:17:52.048550] [INFO ] [main      ] Progress: 258/472 forecasts completed (54.7%). FICO finished in 0.8s. ETA: 37.8s. Rate: 340.09 forecasts/min
[2025-11-16T05:17:52.048807] [INFO ] [main      ] Fetching symbol history for ASGI...
[2025-11-16T05:17:52.048918] [DEBUG] [REMOTE    ] ASGI: Fetching historical data.
[2025-11-16T05:17:52.063526] [DEBUG] [REMOTE    ] ASGI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:52.064310] [DEBUG] [LOCAL     ] Loaded configuration for ASGI: 6 features, N/A% accuracy
[2025-11-16T05:17:52.064381] [INFO ] [LOCAL     ] ASGI: Loaded 6 optimal features with 55.43% confidence from JSON config
[2025-11-16T05:17:52.064486] [DEBUG] [MAG       ] Building data for symbol: ASGI with lookback: 0
[2025-11-16T05:17:52.065428] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:52.065516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:52.070711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:52.071818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:52.074503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:52.076694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:17:52.077459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:17:52.078270] [INFO ] [LOCAL     ] FSCO: Saved forecast.
[2025-11-16T05:17:52.078665] [INFO ] [main      ] FSCO: Signal=1 (Conf=80.0%), Magnitude=-2.99% (Conf=63.1907%)
[2025-11-16T05:17:52.078925] [INFO ] [main      ] Fetching symbol history for ONL...
[2025-11-16T05:17:52.079037] [DEBUG] [REMOTE    ] ONL: Fetching historical data.
[2025-11-16T05:17:52.080287] [INFO ] [main      ] Progress: 259/472 forecasts completed (54.9%). FSCO finished in 0.7s. ETA: 37.5s. Rate: 341.17 forecasts/min
[2025-11-16T05:17:52.083004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:52.094345] [DEBUG] [REMOTE    ] ONL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:52.095385] [DEBUG] [LOCAL     ] Loaded configuration for ONL: 8 features, N/A% accuracy
[2025-11-16T05:17:52.095453] [INFO ] [LOCAL     ] ONL: Loaded 8 optimal features with 56.95% confidence from JSON config
[2025-11-16T05:17:52.095491] [DEBUG] [MAG       ] Building data for symbol: ONL with lookback: 0
[2025-11-16T05:17:52.096501] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:52.096585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:52.102052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:52.104168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:52.104762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:52.105191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:52.106132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:52.107454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:52.109507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:17:52.113831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:52.139174] [INFO ] [LOCAL     ] DD: Saved forecast.
[2025-11-16T05:17:52.139289] [INFO ] [main      ] DD: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=47.2909%)
[2025-11-16T05:17:52.139744] [INFO ] [main      ] Progress: 260/472 forecasts completed (55.1%). DD finished in 0.7s. ETA: 37.2s. Rate: 342.05 forecasts/min
[2025-11-16T05:17:52.139912] [INFO ] [main      ] Fetching symbol history for EE...
[2025-11-16T05:17:52.139994] [DEBUG] [REMOTE    ] EE: Fetching historical data.
[2025-11-16T05:17:52.152827] [DEBUG] [REMOTE    ] EE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:52.153632] [DEBUG] [LOCAL     ] Loaded configuration for EE: 5 features, N/A% accuracy
[2025-11-16T05:17:52.153712] [INFO ] [LOCAL     ] EE: Loaded 5 optimal features with 50.91% confidence from JSON config
[2025-11-16T05:17:52.153758] [DEBUG] [MAG       ] Building data for symbol: EE with lookback: 0
[2025-11-16T05:17:52.154557] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:52.154627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:52.156426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:52.157063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:52.157528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:52.157985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:52.159697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:52.299791] [DEBUG] [MAG       ] WHG: Last date is validated at 2025-11-14
[2025-11-16T05:17:52.439183] [DEBUG] [MAG       ] ASGI: Last date is validated at 2025-11-14
[2025-11-16T05:17:52.462508] [DEBUG] [MAG       ] ONL: Last date is validated at 2025-11-14
[2025-11-16T05:17:52.469795] [DEBUG] [MAG       ] WHG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:52.505661] [DEBUG] [MAG       ] EE: Last date is validated at 2025-11-14
[2025-11-16T05:17:52.543507] [INFO ] [LOCAL     ] WHG: Saved forecast.
[2025-11-16T05:17:52.543620] [INFO ] [main      ] WHG: Signal=1 (Conf=80.0%), Magnitude=-0.83% (Conf=54.3793%)
[2025-11-16T05:17:52.544154] [INFO ] [main      ] Fetching symbol history for OPFI...
[2025-11-16T05:17:52.544220] [DEBUG] [REMOTE    ] OPFI: Fetching historical data.
[2025-11-16T05:17:52.544786] [INFO ] [main      ] Progress: 261/472 forecasts completed (55.3%). WHG finished in 0.6s. ETA: 37.2s. Rate: 340.34 forecasts/min
[2025-11-16T05:17:52.557290] [DEBUG] [REMOTE    ] OPFI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:52.558071] [DEBUG] [LOCAL     ] Loaded configuration for OPFI: 2 features, N/A% accuracy
[2025-11-16T05:17:52.558147] [INFO ] [LOCAL     ] OPFI: Loaded 2 optimal features with 49.26% confidence from JSON config
[2025-11-16T05:17:52.558186] [DEBUG] [MAG       ] Building data for symbol: OPFI with lookback: 0
[2025-11-16T05:17:52.559001] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:52.559077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:52.563856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:52.564688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:52.616514] [DEBUG] [MAG       ] ASGI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:52.636339] [DEBUG] [MAG       ] ONL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:52.684704] [DEBUG] [MAG       ] EE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:52.702673] [INFO ] [LOCAL     ] ASGI: Saved forecast.
[2025-11-16T05:17:52.702798] [INFO ] [main      ] ASGI: Signal=1 (Conf=80.0%), Magnitude=1.48% (Conf=55.4339%)
[2025-11-16T05:17:52.703323] [INFO ] [main      ] Fetching symbol history for CMPO...
[2025-11-16T05:17:52.703391] [DEBUG] [REMOTE    ] CMPO: Fetching historical data.
[2025-11-16T05:17:52.703572] [INFO ] [main      ] Progress: 262/472 forecasts completed (55.5%). ASGI finished in 0.7s. ETA: 37.0s. Rate: 340.47 forecasts/min
[2025-11-16T05:17:52.713219] [INFO ] [LOCAL     ] ONL: Saved forecast.
[2025-11-16T05:17:52.713482] [INFO ] [main      ] ONL: Signal=1 (Conf=80.0%), Magnitude=-4.79% (Conf=56.9528%)
[2025-11-16T05:17:52.713761] [INFO ] [main      ] Fetching symbol history for AWF...
[2025-11-16T05:17:52.713875] [DEBUG] [REMOTE    ] AWF: Fetching historical data.
[2025-11-16T05:17:52.715888] [INFO ] [main      ] Progress: 263/472 forecasts completed (55.7%). ONL finished in 0.6s. ETA: 36.7s. Rate: 341.68 forecasts/min
[2025-11-16T05:17:52.720260] [DEBUG] [REMOTE    ] CMPO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:52.721145] [DEBUG] [LOCAL     ] Loaded configuration for CMPO: 3 features, N/A% accuracy
[2025-11-16T05:17:52.721203] [INFO ] [LOCAL     ] CMPO: Loaded 3 optimal features with 40.22% confidence from JSON config
[2025-11-16T05:17:52.721240] [DEBUG] [MAG       ] Building data for symbol: CMPO with lookback: 0
[2025-11-16T05:17:52.722390] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:52.722472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:52.727877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:52.728938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:52.729990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:52.730547] [DEBUG] [REMOTE    ] AWF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:52.731231] [DEBUG] [LOCAL     ] Loaded configuration for AWF: 6 features, N/A% accuracy
[2025-11-16T05:17:52.731354] [INFO ] [LOCAL     ] AWF: Loaded 6 optimal features with 38.91% confidence from JSON config
[2025-11-16T05:17:52.731452] [DEBUG] [MAG       ] Building data for symbol: AWF with lookback: 0
[2025-11-16T05:17:52.732399] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:52.732533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:52.734449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:52.735126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:52.735604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:52.738093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:52.782069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:52.782625] [INFO ] [LOCAL     ] EE: Saved forecast.
[2025-11-16T05:17:52.782784] [INFO ] [main      ] EE: Signal=1 (Conf=80.0%), Magnitude=4.20% (Conf=50.9074%)
[2025-11-16T05:17:52.783086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:52.783347] [INFO ] [main      ] Progress: 264/472 forecasts completed (55.9%). EE finished in 0.6s. ETA: 36.4s. Rate: 342.47 forecasts/min
[2025-11-16T05:17:52.783555] [INFO ] [main      ] Fetching symbol history for DSM...
[2025-11-16T05:17:52.783672] [DEBUG] [REMOTE    ] DSM: Fetching historical data.
[2025-11-16T05:17:52.797708] [DEBUG] [REMOTE    ] DSM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:52.798600] [DEBUG] [LOCAL     ] Loaded configuration for DSM: 6 features, N/A% accuracy
[2025-11-16T05:17:52.798695] [INFO ] [LOCAL     ] DSM: Loaded 6 optimal features with 39.76% confidence from JSON config
[2025-11-16T05:17:52.798783] [DEBUG] [MAG       ] Building data for symbol: DSM with lookback: 0
[2025-11-16T05:17:52.799698] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:52.799811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:52.804949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:52.806938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:52.807518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:52.808040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:52.809180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:17:52.810452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:52.906882] [DEBUG] [MAG       ] OPFI: Last date is validated at 2025-11-14
[2025-11-16T05:17:53.073148] [DEBUG] [MAG       ] OPFI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:53.087821] [DEBUG] [MAG       ] CMPO: Last date is validated at 2025-11-14
[2025-11-16T05:17:53.122398] [DEBUG] [MAG       ] AWF: Last date is validated at 2025-11-14
[2025-11-16T05:17:53.154958] [INFO ] [LOCAL     ] OPFI: Saved forecast.
[2025-11-16T05:17:53.155214] [INFO ] [main      ] OPFI: Signal=1 (Conf=80.0%), Magnitude=2.03% (Conf=49.2598%)
[2025-11-16T05:17:53.155831] [INFO ] [main      ] Fetching symbol history for KGC...
[2025-11-16T05:17:53.155950] [DEBUG] [REMOTE    ] KGC: Fetching historical data.
[2025-11-16T05:17:53.156028] [INFO ] [main      ] Progress: 265/472 forecasts completed (56.1%). OPFI finished in 0.6s. ETA: 36.4s. Rate: 341.02 forecasts/min
[2025-11-16T05:17:53.163424] [DEBUG] [MAG       ] DSM: Last date is validated at 2025-11-14
[2025-11-16T05:17:53.169284] [DEBUG] [REMOTE    ] KGC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:53.170036] [DEBUG] [LOCAL     ] Loaded configuration for KGC: 4 features, N/A% accuracy
[2025-11-16T05:17:53.170156] [INFO ] [LOCAL     ] KGC: Loaded 4 optimal features with 53.36% confidence from JSON config
[2025-11-16T05:17:53.170255] [DEBUG] [MAG       ] Building data for symbol: KGC with lookback: 0
[2025-11-16T05:17:53.171115] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:53.171248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:53.176149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:53.178143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:53.178775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:53.179267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:53.263183] [DEBUG] [MAG       ] CMPO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:53.296213] [DEBUG] [MAG       ] AWF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:53.333957] [DEBUG] [MAG       ] DSM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:53.354797] [INFO ] [LOCAL     ] CMPO: Saved forecast.
[2025-11-16T05:17:53.355125] [INFO ] [main      ] CMPO: Signal=1 (Conf=80.0%), Magnitude=-3.29% (Conf=40.2219%)
[2025-11-16T05:17:53.355712] [INFO ] [main      ] Fetching symbol history for PKG...
[2025-11-16T05:17:53.355836] [DEBUG] [REMOTE    ] PKG: Fetching historical data.
[2025-11-16T05:17:53.355754] [INFO ] [main      ] Progress: 266/472 forecasts completed (56.4%). CMPO finished in 0.7s. ETA: 36.3s. Rate: 340.85 forecasts/min
[2025-11-16T05:17:53.369456] [INFO ] [LOCAL     ] AWF: Saved forecast.
[2025-11-16T05:17:53.369804] [INFO ] [main      ] AWF: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=38.9094%)
[2025-11-16T05:17:53.370073] [INFO ] [main      ] Fetching symbol history for PRO...
[2025-11-16T05:17:53.370468] [DEBUG] [REMOTE    ] PRO: Fetching historical data.
[2025-11-16T05:17:53.371035] [INFO ] [main      ] Progress: 267/472 forecasts completed (56.6%). AWF finished in 0.7s. ETA: 36.0s. Rate: 342.02 forecasts/min
[2025-11-16T05:17:53.370893] [DEBUG] [REMOTE    ] PKG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:53.371776] [DEBUG] [LOCAL     ] Loaded configuration for PKG: 7 features, N/A% accuracy
[2025-11-16T05:17:53.371835] [INFO ] [LOCAL     ] PKG: Loaded 7 optimal features with 53.08% confidence from JSON config
[2025-11-16T05:17:53.371878] [DEBUG] [MAG       ] Building data for symbol: PKG with lookback: 0
[2025-11-16T05:17:53.372817] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:53.373695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:53.379364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:53.381607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:53.382242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:53.382689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:53.383660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:53.384941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:53.385596] [DEBUG] [REMOTE    ] PRO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:53.386272] [DEBUG] [LOCAL     ] Loaded configuration for PRO: 6 features, N/A% accuracy
[2025-11-16T05:17:53.386392] [INFO ] [LOCAL     ] PRO: Loaded 6 optimal features with 22.13% confidence from JSON config
[2025-11-16T05:17:53.386487] [DEBUG] [MAG       ] Building data for symbol: PRO with lookback: 0
[2025-11-16T05:17:53.387507] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:53.387671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:53.389575] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:53.390288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:53.391002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:53.392082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:53.476834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:53.476990] [INFO ] [LOCAL     ] DSM: Saved forecast.
[2025-11-16T05:17:53.477095] [INFO ] [main      ] DSM: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=39.7623%)
[2025-11-16T05:17:53.477573] [INFO ] [main      ] Fetching symbol history for RYN...
[2025-11-16T05:17:53.477633] [DEBUG] [REMOTE    ] RYN: Fetching historical data.
[2025-11-16T05:17:53.477753] [INFO ] [main      ] Progress: 268/472 forecasts completed (56.8%). DSM finished in 0.7s. ETA: 35.7s. Rate: 342.52 forecasts/min
[2025-11-16T05:17:53.491564] [DEBUG] [REMOTE    ] RYN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:53.492520] [DEBUG] [LOCAL     ] Loaded configuration for RYN: 3 features, N/A% accuracy
[2025-11-16T05:17:53.492586] [INFO ] [LOCAL     ] RYN: Loaded 3 optimal features with 52.33% confidence from JSON config
[2025-11-16T05:17:53.492624] [DEBUG] [MAG       ] Building data for symbol: RYN with lookback: 0
[2025-11-16T05:17:53.493613] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:53.493738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:53.498725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:53.500515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:17:53.504409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:53.528468] [DEBUG] [MAG       ] KGC: Last date is validated at 2025-11-14
[2025-11-16T05:17:53.532024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:17:53.534128] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:53.725206] [DEBUG] [MAG       ] KGC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:53.809124] [INFO ] [LOCAL     ] KGC: Saved forecast.
[2025-11-16T05:17:53.809397] [INFO ] [main      ] KGC: Signal=1 (Conf=80.0%), Magnitude=-2.58% (Conf=53.3586%)
[2025-11-16T05:17:53.809697] [INFO ] [main      ] Fetching symbol history for SKM...
[2025-11-16T05:17:53.810025] [DEBUG] [REMOTE    ] SKM: Fetching historical data.
[2025-11-16T05:17:53.811761] [INFO ] [main      ] Progress: 269/472 forecasts completed (57.0%). KGC finished in 0.7s. ETA: 35.7s. Rate: 341.37 forecasts/min
[2025-11-16T05:17:53.823954] [DEBUG] [REMOTE    ] SKM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:53.824518] [DEBUG] [LOCAL     ] Loaded configuration for SKM: 3 features, N/A% accuracy
[2025-11-16T05:17:53.824576] [INFO ] [LOCAL     ] SKM: Loaded 3 optimal features with 56.35% confidence from JSON config
[2025-11-16T05:17:53.824614] [DEBUG] [MAG       ] Building data for symbol: SKM with lookback: 0
[2025-11-16T05:17:53.825419] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:53.825488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:53.826628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:53.828770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:53.830170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:53.880435] [DEBUG] [MAG       ] RYN: Last date is validated at 2025-11-14
[2025-11-16T05:17:53.889084] [DEBUG] [MAG       ] PKG: Last date is validated at 2025-11-14
[2025-11-16T05:17:53.924069] [DEBUG] [MAG       ] PRO: Last date is validated at 2025-11-14
[2025-11-16T05:17:54.064860] [DEBUG] [MAG       ] PKG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:54.090010] [DEBUG] [MAG       ] RYN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:54.100395] [DEBUG] [MAG       ] PRO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:54.160542] [DEBUG] [MAG       ] SKM: Last date is validated at 2025-11-14
[2025-11-16T05:17:54.185056] [INFO ] [LOCAL     ] RYN: Saved forecast.
[2025-11-16T05:17:54.185402] [INFO ] [main      ] RYN: Signal=1 (Conf=80.0%), Magnitude=-0.97% (Conf=52.3309%)
[2025-11-16T05:17:54.185710] [INFO ] [main      ] Fetching symbol history for BHVN...
[2025-11-16T05:17:54.185831] [DEBUG] [REMOTE    ] BHVN: Fetching historical data.
[2025-11-16T05:17:54.186141] [INFO ] [main      ] Progress: 270/472 forecasts completed (57.2%). RYN finished in 0.7s. ETA: 35.7s. Rate: 339.95 forecasts/min
[2025-11-16T05:17:54.199882] [INFO ] [LOCAL     ] PRO: Saved forecast.
[2025-11-16T05:17:54.200224] [INFO ] [main      ] PRO: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=22.1277%)
[2025-11-16T05:17:54.200387] [DEBUG] [REMOTE    ] BHVN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:54.200702] [INFO ] [main      ] Progress: 271/472 forecasts completed (57.4%). PRO finished in 0.8s. ETA: 35.4s. Rate: 341.10 forecasts/min
[2025-11-16T05:17:54.200760] [INFO ] [main      ] Fetching symbol history for EPR...
[2025-11-16T05:17:54.201078] [DEBUG] [REMOTE    ] EPR: Fetching historical data.
[2025-11-16T05:17:54.201542] [DEBUG] [LOCAL     ] Loaded configuration for BHVN: 5 features, N/A% accuracy
[2025-11-16T05:17:54.201630] [INFO ] [LOCAL     ] BHVN: Loaded 5 optimal features with 56.14% confidence from JSON config
[2025-11-16T05:17:54.201731] [DEBUG] [MAG       ] Building data for symbol: BHVN with lookback: 0
[2025-11-16T05:17:54.203472] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:54.203591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:54.210082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:54.211134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:54.212154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:54.214793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:54.216363] [DEBUG] [REMOTE    ] EPR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:54.216586] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:54.217174] [DEBUG] [LOCAL     ] Loaded configuration for EPR: 3 features, N/A% accuracy
[2025-11-16T05:17:54.217243] [INFO ] [LOCAL     ] EPR: Loaded 3 optimal features with 40.37% confidence from JSON config
[2025-11-16T05:17:54.217284] [DEBUG] [MAG       ] Building data for symbol: EPR with lookback: 0
[2025-11-16T05:17:54.218455] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:54.218530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:54.219423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:54.220342] [INFO ] [LOCAL     ] PKG: Saved forecast.
[2025-11-16T05:17:54.220494] [INFO ] [main      ] PKG: Signal=1 (Conf=80.0%), Magnitude=4.05% (Conf=53.0828%)
[2025-11-16T05:17:54.221016] [INFO ] [main      ] Fetching symbol history for SNA...
[2025-11-16T05:17:54.221102] [DEBUG] [REMOTE    ] SNA: Fetching historical data.
[2025-11-16T05:17:54.222259] [INFO ] [main      ] Progress: 272/472 forecasts completed (57.6%). PKG finished in 0.9s. ETA: 35.1s. Rate: 342.21 forecasts/min
[2025-11-16T05:17:54.235980] [DEBUG] [REMOTE    ] SNA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:54.236584] [DEBUG] [LOCAL     ] Loaded configuration for SNA: 6 features, N/A% accuracy
[2025-11-16T05:17:54.237045] [INFO ] [LOCAL     ] SNA: Loaded 6 optimal features with 55.38% confidence from JSON config
[2025-11-16T05:17:54.237147] [DEBUG] [MAG       ] Building data for symbol: SNA with lookback: 0
[2025-11-16T05:17:54.238133] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:54.238275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:54.243708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:54.244849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:54.335002] [DEBUG] [MAG       ] SKM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:54.355206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:17:54.356530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:54.374667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:54.411208] [INFO ] [LOCAL     ] SKM: Saved forecast.
[2025-11-16T05:17:54.411545] [INFO ] [main      ] SKM: Signal=1 (Conf=80.0%), Magnitude=-1.21% (Conf=56.3521%)
[2025-11-16T05:17:54.411989] [INFO ] [main      ] Fetching symbol history for DBI...
[2025-11-16T05:17:54.412106] [DEBUG] [REMOTE    ] DBI: Fetching historical data.
[2025-11-16T05:17:54.412766] [INFO ] [main      ] Progress: 273/472 forecasts completed (57.8%). SKM finished in 0.6s. ETA: 34.9s. Rate: 342.10 forecasts/min
[2025-11-16T05:17:54.424972] [DEBUG] [REMOTE    ] DBI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:54.425723] [DEBUG] [LOCAL     ] Loaded configuration for DBI: 3 features, N/A% accuracy
[2025-11-16T05:17:54.425842] [INFO ] [LOCAL     ] DBI: Loaded 3 optimal features with 64.42% confidence from JSON config
[2025-11-16T05:17:54.425941] [DEBUG] [MAG       ] Building data for symbol: DBI with lookback: 0
[2025-11-16T05:17:54.426831] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:54.426964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:54.431816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:54.432719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:54.433627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:54.433977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:54.437627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:17:54.439213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:54.574682] [DEBUG] [MAG       ] BHVN: Last date is validated at 2025-11-14
[2025-11-16T05:17:54.701830] [DEBUG] [MAG       ] EPR: Last date is validated at 2025-11-14
[2025-11-16T05:17:54.753206] [DEBUG] [MAG       ] BHVN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:54.772078] [DEBUG] [MAG       ] DBI: Last date is validated at 2025-11-14
[2025-11-16T05:17:54.786556] [DEBUG] [MAG       ] SNA: Last date is validated at 2025-11-14
[2025-11-16T05:17:54.872177] [INFO ] [LOCAL     ] BHVN: Saved forecast.
[2025-11-16T05:17:54.872501] [INFO ] [main      ] BHVN: Signal=1 (Conf=80.0%), Magnitude=-5.21% (Conf=56.1358%)
[2025-11-16T05:17:54.872788] [INFO ] [main      ] Fetching symbol history for MGM...
[2025-11-16T05:17:54.872905] [DEBUG] [REMOTE    ] MGM: Fetching historical data.
[2025-11-16T05:17:54.873771] [INFO ] [main      ] Progress: 274/472 forecasts completed (58.1%). BHVN finished in 0.7s. ETA: 34.9s. Rate: 340.08 forecasts/min
[2025-11-16T05:17:54.881727] [DEBUG] [MAG       ] EPR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:54.887612] [DEBUG] [REMOTE    ] MGM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:54.888586] [DEBUG] [LOCAL     ] Loaded configuration for MGM: 4 features, N/A% accuracy
[2025-11-16T05:17:54.888670] [INFO ] [LOCAL     ] MGM: Loaded 4 optimal features with 43.65% confidence from JSON config
[2025-11-16T05:17:54.888731] [DEBUG] [MAG       ] Building data for symbol: MGM with lookback: 0
[2025-11-16T05:17:54.889694] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:54.889841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:54.895138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:54.896180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:54.897398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:17:54.900480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:54.945436] [DEBUG] [MAG       ] DBI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:54.961254] [DEBUG] [MAG       ] SNA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:54.983089] [INFO ] [LOCAL     ] EPR: Saved forecast.
[2025-11-16T05:17:54.983424] [INFO ] [main      ] EPR: Signal=1 (Conf=80.0%), Magnitude=-0.76% (Conf=40.366%)
[2025-11-16T05:17:54.983725] [INFO ] [main      ] Fetching symbol history for NBHC...
[2025-11-16T05:17:54.983844] [DEBUG] [REMOTE    ] NBHC: Fetching historical data.
[2025-11-16T05:17:54.984762] [INFO ] [main      ] Progress: 275/472 forecasts completed (58.3%). EPR finished in 0.8s. ETA: 34.7s. Rate: 340.54 forecasts/min
[2025-11-16T05:17:54.998467] [DEBUG] [REMOTE    ] NBHC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:54.999411] [DEBUG] [LOCAL     ] Loaded configuration for NBHC: 0 features, N/A% accuracy
[2025-11-16T05:17:54.999553] [INFO ] [LOCAL     ] NBHC: Loaded 0 optimal features with 54.14% confidence from JSON config
[2025-11-16T05:17:54.999677] [DEBUG] [MAG       ] Building data for symbol: NBHC with lookback: 0
[2025-11-16T05:17:55.000846] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:17:55.015579] [INFO ] [LOCAL     ] DBI: Saved forecast.
[2025-11-16T05:17:55.015920] [INFO ] [main      ] DBI: Signal=1 (Conf=80.0%), Magnitude=-6.21% (Conf=64.4225%)
[2025-11-16T05:17:55.016350] [INFO ] [main      ] Fetching symbol history for IQI...
[2025-11-16T05:17:55.016464] [DEBUG] [REMOTE    ] IQI: Fetching historical data.
[2025-11-16T05:17:55.016522] [INFO ] [main      ] Progress: 276/472 forecasts completed (58.5%). DBI finished in 0.6s. ETA: 34.4s. Rate: 341.55 forecasts/min
[2025-11-16T05:17:55.029790] [DEBUG] [REMOTE    ] IQI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:55.030355] [DEBUG] [LOCAL     ] Loaded configuration for IQI: 8 features, N/A% accuracy
[2025-11-16T05:17:55.030417] [INFO ] [LOCAL     ] IQI: Loaded 8 optimal features with 41.13% confidence from JSON config
[2025-11-16T05:17:55.030784] [DEBUG] [MAG       ] Building data for symbol: IQI with lookback: 0
[2025-11-16T05:17:55.031591] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:55.031715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:55.032607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:55.035089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:55.036334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:55.122553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:17:55.123445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:55.125282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:55.128018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:17:55.129597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:55.148544] [INFO ] [LOCAL     ] SNA: Saved forecast.
[2025-11-16T05:17:55.148685] [INFO ] [main      ] SNA: Signal=1 (Conf=80.0%), Magnitude=-1.70% (Conf=55.3843%)
[2025-11-16T05:17:55.148971] [INFO ] [main      ] Fetching symbol history for NC...
[2025-11-16T05:17:55.149261] [DEBUG] [REMOTE    ] NC: Fetching historical data.
[2025-11-16T05:17:55.150423] [INFO ] [main      ] Progress: 277/472 forecasts completed (58.7%). SNA finished in 0.9s. ETA: 34.2s. Rate: 341.84 forecasts/min
[2025-11-16T05:17:55.163915] [DEBUG] [REMOTE    ] NC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:55.164764] [DEBUG] [LOCAL     ] Loaded configuration for NC: 8 features, N/A% accuracy
[2025-11-16T05:17:55.164927] [INFO ] [LOCAL     ] NC: Loaded 8 optimal features with 57.52% confidence from JSON config
[2025-11-16T05:17:55.165034] [DEBUG] [MAG       ] Building data for symbol: NC with lookback: 0
[2025-11-16T05:17:55.166208] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:17:55.166351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:55.172004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:55.174407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:55.174980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:55.175479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:55.176376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:55.178162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:55.180618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:17:55.185408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:55.272784] [DEBUG] [MAG       ] MGM: Last date is validated at 2025-11-14
[2025-11-16T05:17:55.340126] [DEBUG] [MAG       ] NBHC: Last date is validated at 2025-11-14
[2025-11-16T05:17:55.449591] [DEBUG] [MAG       ] MGM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:55.460563] [DEBUG] [MAG       ] IQI: Last date is validated at 2025-11-14
[2025-11-16T05:17:55.513077] [DEBUG] [MAG       ] NBHC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:55.566975] [DEBUG] [MAG       ] NC: Last date is validated at 2025-11-14
[2025-11-16T05:17:55.568962] [INFO ] [LOCAL     ] MGM: Saved forecast.
[2025-11-16T05:17:55.569081] [INFO ] [main      ] MGM: Signal=1 (Conf=80.0%), Magnitude=0.28% (Conf=43.6464%)
[2025-11-16T05:17:55.569337] [INFO ] [main      ] Fetching symbol history for TREX...
[2025-11-16T05:17:55.569396] [DEBUG] [REMOTE    ] TREX: Fetching historical data.
[2025-11-16T05:17:55.570023] [INFO ] [main      ] Progress: 278/472 forecasts completed (58.9%). MGM finished in 0.7s. ETA: 34.2s. Rate: 340.14 forecasts/min
[2025-11-16T05:17:55.583588] [DEBUG] [REMOTE    ] TREX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:55.584337] [DEBUG] [LOCAL     ] Loaded configuration for TREX: 9 features, N/A% accuracy
[2025-11-16T05:17:55.584403] [INFO ] [LOCAL     ] TREX: Loaded 9 optimal features with 50.85% confidence from JSON config
[2025-11-16T05:17:55.584477] [DEBUG] [MAG       ] Building data for symbol: TREX with lookback: 0
[2025-11-16T05:17:55.585507] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:55.585592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:55.591075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:55.593279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:55.593898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:55.594446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:55.611730] [INFO ] [LOCAL     ] NBHC: Saved forecast.
[2025-11-16T05:17:55.611924] [INFO ] [main      ] NBHC: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=54.1425%)
[2025-11-16T05:17:55.612628] [INFO ] [main      ] Progress: 279/472 forecasts completed (59.1%). NBHC finished in 0.6s. ETA: 34.0s. Rate: 341.07 forecasts/min
[2025-11-16T05:17:55.612510] [INFO ] [main      ] Fetching symbol history for TKR...
[2025-11-16T05:17:55.612853] [DEBUG] [REMOTE    ] TKR: Fetching historical data.
[2025-11-16T05:17:55.626316] [DEBUG] [REMOTE    ] TKR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:55.626986] [DEBUG] [LOCAL     ] Loaded configuration for TKR: 1 features, N/A% accuracy
[2025-11-16T05:17:55.627050] [INFO ] [LOCAL     ] TKR: Loaded 1 optimal features with 61.36% confidence from JSON config
[2025-11-16T05:17:55.627088] [DEBUG] [MAG       ] Building data for symbol: TKR with lookback: 0
[2025-11-16T05:17:55.627973] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:55.628049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:55.630234] [DEBUG] [MAG       ] IQI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:55.633135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:55.641792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:55.700425] [INFO ] [LOCAL     ] IQI: Saved forecast.
[2025-11-16T05:17:55.700765] [INFO ] [main      ] IQI: Signal=1 (Conf=80.0%), Magnitude=-0.05% (Conf=41.1333%)
[2025-11-16T05:17:55.701011] [INFO ] [main      ] Fetching symbol history for JOE...
[2025-11-16T05:17:55.701123] [DEBUG] [REMOTE    ] JOE: Fetching historical data.
[2025-11-16T05:17:55.701201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:17:55.702033] [INFO ] [main      ] Progress: 280/472 forecasts completed (59.3%). IQI finished in 0.7s. ETA: 33.7s. Rate: 341.67 forecasts/min
[2025-11-16T05:17:55.705040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:17:55.706034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:55.707368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:55.714249] [DEBUG] [REMOTE    ] JOE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:55.715083] [DEBUG] [LOCAL     ] Loaded configuration for JOE: 3 features, N/A% accuracy
[2025-11-16T05:17:55.715146] [INFO ] [LOCAL     ] JOE: Loaded 3 optimal features with 60.87% confidence from JSON config
[2025-11-16T05:17:55.715184] [DEBUG] [MAG       ] Building data for symbol: JOE with lookback: 0
[2025-11-16T05:17:55.716008] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:17:55.716086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:55.717836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:55.718367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:55.719184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:55.743326] [DEBUG] [MAG       ] NC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:55.856375] [INFO ] [LOCAL     ] NC: Saved forecast.
[2025-11-16T05:17:55.856489] [INFO ] [main      ] NC: Signal=1 (Conf=80.0%), Magnitude=-3.82% (Conf=57.5236%)
[2025-11-16T05:17:55.856752] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-11-16T05:17:55.857096] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-11-16T05:17:55.858276] [INFO ] [main      ] Progress: 281/472 forecasts completed (59.5%). NC finished in 0.7s. ETA: 33.5s. Rate: 341.80 forecasts/min
[2025-11-16T05:17:55.871391] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:55.872254] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-11-16T05:17:55.872376] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-11-16T05:17:55.872476] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-11-16T05:17:55.873473] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:55.873622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:55.878835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:55.880807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:55.881398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:55.881952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:55.882762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:55.885204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:55.886474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:17:55.887328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:17:55.888218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:56.003941] [DEBUG] [MAG       ] TKR: Last date is validated at 2025-11-14
[2025-11-16T05:17:56.052360] [DEBUG] [MAG       ] JOE: Last date is validated at 2025-11-14
[2025-11-16T05:17:56.068480] [DEBUG] [MAG       ] TREX: Last date is validated at 2025-11-14
[2025-11-16T05:17:56.174349] [DEBUG] [MAG       ] TKR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:56.217066] [DEBUG] [MAG       ] JOE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:56.239131] [DEBUG] [MAG       ] TREX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:56.244076] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-11-14
[2025-11-16T05:17:56.292117] [INFO ] [LOCAL     ] TKR: Saved forecast.
[2025-11-16T05:17:56.292237] [INFO ] [main      ] TKR: Signal=1 (Conf=80.0%), Magnitude=-2.46% (Conf=61.3553%)
[2025-11-16T05:17:56.292726] [INFO ] [main      ] Fetching symbol history for TME...
[2025-11-16T05:17:56.292795] [DEBUG] [REMOTE    ] TME: Fetching historical data.
[2025-11-16T05:17:56.292999] [INFO ] [main      ] Progress: 282/472 forecasts completed (59.7%). TKR finished in 0.7s. ETA: 33.5s. Rate: 340.02 forecasts/min
[2025-11-16T05:17:56.307370] [DEBUG] [REMOTE    ] TME: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:56.308138] [DEBUG] [LOCAL     ] Loaded configuration for TME: 6 features, N/A% accuracy
[2025-11-16T05:17:56.308200] [INFO ] [LOCAL     ] TME: Loaded 6 optimal features with 51.16% confidence from JSON config
[2025-11-16T05:17:56.308238] [DEBUG] [MAG       ] Building data for symbol: TME with lookback: 0
[2025-11-16T05:17:56.309186] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:56.309273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:56.314281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:56.316211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:56.316686] [INFO ] [LOCAL     ] JOE: Saved forecast.
[2025-11-16T05:17:56.316799] [INFO ] [main      ] JOE: Signal=1 (Conf=80.0%), Magnitude=1.11% (Conf=60.8746%)
[2025-11-16T05:17:56.316851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:56.317011] [INFO ] [main      ] Fetching symbol history for YELP...
[2025-11-16T05:17:56.317065] [DEBUG] [REMOTE    ] YELP: Fetching historical data.
[2025-11-16T05:17:56.317273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:56.318710] [INFO ] [main      ] Progress: 283/472 forecasts completed (60.0%). JOE finished in 0.6s. ETA: 33.2s. Rate: 341.05 forecasts/min
[2025-11-16T05:17:56.318574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:56.321759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:56.330973] [DEBUG] [REMOTE    ] YELP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:56.331837] [DEBUG] [LOCAL     ] Loaded configuration for YELP: 4 features, N/A% accuracy
[2025-11-16T05:17:56.331900] [INFO ] [LOCAL     ] YELP: Loaded 4 optimal features with 66.79% confidence from JSON config
[2025-11-16T05:17:56.331937] [DEBUG] [MAG       ] Building data for symbol: YELP with lookback: 0
[2025-11-16T05:17:56.332783] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:56.332873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:56.334591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:56.335175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:56.335588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:17:56.337587] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:56.386509] [INFO ] [LOCAL     ] TREX: Saved forecast.
[2025-11-16T05:17:56.386661] [INFO ] [main      ] TREX: Signal=1 (Conf=80.0%), Magnitude=8.19% (Conf=50.8476%)
[2025-11-16T05:17:56.386973] [INFO ] [main      ] Fetching symbol history for SD...
[2025-11-16T05:17:56.387026] [DEBUG] [REMOTE    ] SD: Fetching historical data.
[2025-11-16T05:17:56.388228] [INFO ] [main      ] Progress: 284/472 forecasts completed (60.2%). TREX finished in 0.8s. ETA: 33.0s. Rate: 341.78 forecasts/min
[2025-11-16T05:17:56.401355] [DEBUG] [REMOTE    ] SD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:56.402241] [DEBUG] [LOCAL     ] Loaded configuration for SD: 7 features, N/A% accuracy
[2025-11-16T05:17:56.402364] [INFO ] [LOCAL     ] SD: Loaded 7 optimal features with 56.80% confidence from JSON config
[2025-11-16T05:17:56.402478] [DEBUG] [MAG       ] Building data for symbol: SD with lookback: 0
[2025-11-16T05:17:56.403480] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:56.403619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:56.408706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:56.409621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:56.410558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:56.413213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:56.421945] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:56.498963] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-11-16T05:17:56.499256] [INFO ] [main      ] ACCO: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=55.6902%)
[2025-11-16T05:17:56.499542] [INFO ] [main      ] Fetching symbol history for WAB...
[2025-11-16T05:17:56.499669] [DEBUG] [REMOTE    ] WAB: Fetching historical data.
[2025-11-16T05:17:56.500798] [INFO ] [main      ] Progress: 285/472 forecasts completed (60.4%). ACCO finished in 0.6s. ETA: 32.8s. Rate: 342.21 forecasts/min
[2025-11-16T05:17:56.504108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:56.506513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:17:56.508149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:56.515791] [DEBUG] [REMOTE    ] WAB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:56.516633] [DEBUG] [LOCAL     ] Loaded configuration for WAB: 9 features, N/A% accuracy
[2025-11-16T05:17:56.516780] [INFO ] [LOCAL     ] WAB: Loaded 9 optimal features with 45.43% confidence from JSON config
[2025-11-16T05:17:56.516883] [DEBUG] [MAG       ] Building data for symbol: WAB with lookback: 0
[2025-11-16T05:17:56.517892] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:56.518034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:56.523409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:17:56.575388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:56.577424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:56.579495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:56.580112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:17:56.581359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:17:56.583130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:56.584292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:17:56.585123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:56.669345] [DEBUG] [MAG       ] TME: Last date is validated at 2025-11-14
[2025-11-16T05:17:56.677590] [DEBUG] [MAG       ] YELP: Last date is validated at 2025-11-14
[2025-11-16T05:17:56.836931] [DEBUG] [MAG       ] TME: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:56.842626] [DEBUG] [MAG       ] YELP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:56.855306] [DEBUG] [MAG       ] SD: Last date is validated at 2025-11-14
[2025-11-16T05:17:56.928439] [INFO ] [LOCAL     ] TME: Saved forecast.
[2025-11-16T05:17:56.928804] [INFO ] [main      ] TME: Signal=1 (Conf=80.0%), Magnitude=3.04% (Conf=51.1596%)
[2025-11-16T05:17:56.929234] [INFO ] [main      ] Fetching symbol history for FMS...
[2025-11-16T05:17:56.929348] [DEBUG] [REMOTE    ] FMS: Fetching historical data.
[2025-11-16T05:17:56.929769] [INFO ] [main      ] Progress: 286/472 forecasts completed (60.6%). TME finished in 0.6s. ETA: 32.8s. Rate: 340.49 forecasts/min
[2025-11-16T05:17:56.942307] [INFO ] [LOCAL     ] YELP: Saved forecast.
[2025-11-16T05:17:56.942628] [INFO ] [main      ] YELP: Signal=1 (Conf=80.0%), Magnitude=2.78% (Conf=66.7862%)
[2025-11-16T05:17:56.942866] [INFO ] [main      ] Fetching symbol history for SM...
[2025-11-16T05:17:56.942982] [DEBUG] [REMOTE    ] SM: Fetching historical data.
[2025-11-16T05:17:56.944009] [INFO ] [main      ] Progress: 287/472 forecasts completed (60.8%). YELP finished in 0.6s. ETA: 32.5s. Rate: 341.58 forecasts/min
[2025-11-16T05:17:56.944690] [DEBUG] [REMOTE    ] FMS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:56.945585] [DEBUG] [LOCAL     ] Loaded configuration for FMS: 1 features, N/A% accuracy
[2025-11-16T05:17:56.945687] [INFO ] [LOCAL     ] FMS: Loaded 1 optimal features with 45.24% confidence from JSON config
[2025-11-16T05:17:56.945805] [DEBUG] [MAG       ] Building data for symbol: FMS with lookback: 0
[2025-11-16T05:17:56.946930] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:17:56.947018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:17:56.947775] [DEBUG] [MAG       ] WAB: Last date is validated at 2025-11-14
[2025-11-16T05:17:56.949524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:56.956419] [DEBUG] [REMOTE    ] SM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:56.957268] [DEBUG] [LOCAL     ] Loaded configuration for SM: 6 features, N/A% accuracy
[2025-11-16T05:17:56.957331] [INFO ] [LOCAL     ] SM: Loaded 6 optimal features with 45.81% confidence from JSON config
[2025-11-16T05:17:56.957367] [DEBUG] [MAG       ] Building data for symbol: SM with lookback: 0
[2025-11-16T05:17:56.958186] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:56.958266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:56.963124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:56.964924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:56.965421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:56.965843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:56.966573] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:57.029028] [DEBUG] [MAG       ] SD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:57.089270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:57.117286] [DEBUG] [MAG       ] WAB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:57.118619] [INFO ] [LOCAL     ] SD: Saved forecast.
[2025-11-16T05:17:57.118959] [INFO ] [main      ] SD: Signal=1 (Conf=80.0%), Magnitude=1.59% (Conf=56.8015%)
[2025-11-16T05:17:57.119230] [INFO ] [main      ] Fetching symbol history for INN...
[2025-11-16T05:17:57.119341] [DEBUG] [REMOTE    ] INN: Fetching historical data.
[2025-11-16T05:17:57.120444] [INFO ] [main      ] Progress: 288/472 forecasts completed (61.0%). SD finished in 0.7s. ETA: 32.3s. Rate: 341.58 forecasts/min
[2025-11-16T05:17:57.134281] [DEBUG] [REMOTE    ] INN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:57.135087] [DEBUG] [LOCAL     ] Loaded configuration for INN: 4 features, N/A% accuracy
[2025-11-16T05:17:57.135208] [INFO ] [LOCAL     ] INN: Loaded 4 optimal features with 62.16% confidence from JSON config
[2025-11-16T05:17:57.135313] [DEBUG] [MAG       ] Building data for symbol: INN with lookback: 0
[2025-11-16T05:17:57.136304] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:57.136444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:57.271361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:17:57.272944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:17:57.274343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:17:57.278252] [INFO ] [LOCAL     ] WAB: Saved forecast.
[2025-11-16T05:17:57.278584] [INFO ] [main      ] WAB: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=45.4341%)
[2025-11-16T05:17:57.279061] [INFO ] [main      ] Fetching symbol history for CSL...
[2025-11-16T05:17:57.279174] [DEBUG] [REMOTE    ] CSL: Fetching historical data.
[2025-11-16T05:17:57.279752] [INFO ] [main      ] Progress: 289/472 forecasts completed (61.2%). WAB finished in 0.8s. ETA: 32.1s. Rate: 341.69 forecasts/min
[2025-11-16T05:17:57.280891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:57.293086] [DEBUG] [REMOTE    ] CSL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:57.293703] [DEBUG] [LOCAL     ] Loaded configuration for CSL: 5 features, N/A% accuracy
[2025-11-16T05:17:57.293785] [INFO ] [LOCAL     ] CSL: Loaded 5 optimal features with 62.83% confidence from JSON config
[2025-11-16T05:17:57.293834] [DEBUG] [MAG       ] Building data for symbol: CSL with lookback: 0
[2025-11-16T05:17:57.294680] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:57.294884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:57.302350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:57.304227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:57.304809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:57.305277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:17:57.307405] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:57.310730] [DEBUG] [MAG       ] FMS: Last date is validated at 2025-11-14
[2025-11-16T05:17:57.425138] [DEBUG] [MAG       ] SM: Last date is validated at 2025-11-14
[2025-11-16T05:17:57.492199] [DEBUG] [MAG       ] FMS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:57.576664] [INFO ] [LOCAL     ] FMS: Saved forecast.
[2025-11-16T05:17:57.576921] [INFO ] [main      ] FMS: Signal=1 (Conf=80.0%), Magnitude=-1.67% (Conf=45.24%)
[2025-11-16T05:17:57.577424] [INFO ] [main      ] Fetching symbol history for CVE...
[2025-11-16T05:17:57.577539] [DEBUG] [REMOTE    ] CVE: Fetching historical data.
[2025-11-16T05:17:57.577773] [INFO ] [main      ] Progress: 290/472 forecasts completed (61.4%). FMS finished in 0.6s. ETA: 32.0s. Rate: 340.87 forecasts/min
[2025-11-16T05:17:57.590613] [DEBUG] [REMOTE    ] CVE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:57.591409] [DEBUG] [LOCAL     ] Loaded configuration for CVE: 6 features, N/A% accuracy
[2025-11-16T05:17:57.591463] [INFO ] [LOCAL     ] CVE: Loaded 6 optimal features with 61.49% confidence from JSON config
[2025-11-16T05:17:57.591499] [DEBUG] [MAG       ] Building data for symbol: CVE with lookback: 0
[2025-11-16T05:17:57.592331] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:17:57.592411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:57.593374] [DEBUG] [MAG       ] SM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:57.597230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:57.599074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:57.599584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:57.600006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:57.602396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:57.604531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:57.625260] [DEBUG] [MAG       ] INN: Last date is validated at 2025-11-14
[2025-11-16T05:17:57.644748] [DEBUG] [MAG       ] CSL: Last date is validated at 2025-11-14
[2025-11-16T05:17:57.697879] [INFO ] [LOCAL     ] SM: Saved forecast.
[2025-11-16T05:17:57.697996] [INFO ] [main      ] SM: Signal=1 (Conf=80.0%), Magnitude=5.15% (Conf=45.8127%)
[2025-11-16T05:17:57.698194] [INFO ] [main      ] Fetching symbol history for CPA...
[2025-11-16T05:17:57.698244] [DEBUG] [REMOTE    ] CPA: Fetching historical data.
[2025-11-16T05:17:57.699387] [INFO ] [main      ] Progress: 291/472 forecasts completed (61.7%). SM finished in 0.8s. ETA: 31.8s. Rate: 341.23 forecasts/min
[2025-11-16T05:17:57.711792] [DEBUG] [REMOTE    ] CPA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:57.712402] [DEBUG] [LOCAL     ] Loaded configuration for CPA: 10 features, N/A% accuracy
[2025-11-16T05:17:57.712456] [INFO ] [LOCAL     ] CPA: Loaded 10 optimal features with 67.78% confidence from JSON config
[2025-11-16T05:17:57.712493] [DEBUG] [MAG       ] Building data for symbol: CPA with lookback: 0
[2025-11-16T05:17:57.713334] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:17:57.713417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:57.718345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:57.720164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:57.720680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:57.721106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:57.721866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:57.794516] [DEBUG] [MAG       ] INN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:57.818664] [DEBUG] [MAG       ] CSL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:57.847115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:17:57.849032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:57.850107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:17:57.850857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:17:57.851551] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:57.864257] [INFO ] [LOCAL     ] INN: Saved forecast.
[2025-11-16T05:17:57.864541] [INFO ] [main      ] INN: Signal=1 (Conf=80.0%), Magnitude=1.03% (Conf=62.1579%)
[2025-11-16T05:17:57.864886] [INFO ] [main      ] Fetching symbol history for THS...
[2025-11-16T05:17:57.865007] [DEBUG] [REMOTE    ] THS: Fetching historical data.
[2025-11-16T05:17:57.866202] [INFO ] [main      ] Progress: 292/472 forecasts completed (61.9%). INN finished in 0.7s. ETA: 31.6s. Rate: 341.29 forecasts/min
[2025-11-16T05:17:57.880247] [DEBUG] [REMOTE    ] THS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:57.881155] [DEBUG] [LOCAL     ] Loaded configuration for THS: 7 features, N/A% accuracy
[2025-11-16T05:17:57.881288] [INFO ] [LOCAL     ] THS: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-11-16T05:17:57.881387] [DEBUG] [MAG       ] Building data for symbol: THS with lookback: 0
[2025-11-16T05:17:57.882460] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:57.882613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:57.888077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:57.890484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:57.891179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:57.948019] [DEBUG] [MAG       ] CVE: Last date is validated at 2025-11-14
[2025-11-16T05:17:57.949244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:57.951974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:57.953557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:17:57.956043] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:57.994259] [INFO ] [LOCAL     ] CSL: Saved forecast.
[2025-11-16T05:17:57.994380] [INFO ] [main      ] CSL: Signal=1 (Conf=80.0%), Magnitude=-1.95% (Conf=62.829%)
[2025-11-16T05:17:57.994886] [INFO ] [main      ] Progress: 293/472 forecasts completed (62.1%). CSL finished in 0.7s. ETA: 31.4s. Rate: 341.60 forecasts/min
[2025-11-16T05:17:57.995079] [INFO ] [main      ] Fetching symbol history for RGR...
[2025-11-16T05:17:57.995148] [DEBUG] [REMOTE    ] RGR: Fetching historical data.
[2025-11-16T05:17:58.010321] [DEBUG] [REMOTE    ] RGR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:58.011052] [DEBUG] [LOCAL     ] Loaded configuration for RGR: 5 features, N/A% accuracy
[2025-11-16T05:17:58.011129] [INFO ] [LOCAL     ] RGR: Loaded 5 optimal features with 58.70% confidence from JSON config
[2025-11-16T05:17:58.011178] [DEBUG] [MAG       ] Building data for symbol: RGR with lookback: 0
[2025-11-16T05:17:58.012045] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:17:58.012145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:58.013886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:58.014441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:58.014874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:58.016403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:17:58.017145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:58.121457] [DEBUG] [MAG       ] CVE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:58.191026] [DEBUG] [MAG       ] CPA: Last date is validated at 2025-11-14
[2025-11-16T05:17:58.214943] [INFO ] [LOCAL     ] CVE: Saved forecast.
[2025-11-16T05:17:58.215087] [INFO ] [main      ] CVE: Signal=1 (Conf=80.0%), Magnitude=1.93% (Conf=61.491%)
[2025-11-16T05:17:58.215749] [INFO ] [main      ] Fetching symbol history for CF...
[2025-11-16T05:17:58.215836] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-11-16T05:17:58.215966] [INFO ] [main      ] Progress: 294/472 forecasts completed (62.3%). CVE finished in 0.6s. ETA: 31.3s. Rate: 341.30 forecasts/min
[2025-11-16T05:17:58.232091] [DEBUG] [REMOTE    ] CF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:58.233083] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-11-16T05:17:58.233168] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-11-16T05:17:58.233226] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-11-16T05:17:58.234278] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:58.234374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:58.236386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:58.237012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:58.237438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:58.356284] [DEBUG] [MAG       ] RGR: Last date is validated at 2025-11-14
[2025-11-16T05:17:58.357633] [DEBUG] [MAG       ] CPA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:58.367907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:58.413621] [DEBUG] [MAG       ] THS: Last date is validated at 2025-11-14
[2025-11-16T05:17:58.474332] [INFO ] [LOCAL     ] CPA: Saved forecast.
[2025-11-16T05:17:58.474443] [INFO ] [main      ] CPA: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=67.7822%)
[2025-11-16T05:17:58.474770] [INFO ] [main      ] Fetching symbol history for CII...
[2025-11-16T05:17:58.475086] [DEBUG] [REMOTE    ] CII: Fetching historical data.
[2025-11-16T05:17:58.476754] [INFO ] [main      ] Progress: 295/472 forecasts completed (62.5%). CPA finished in 0.8s. ETA: 31.2s. Rate: 340.75 forecasts/min
[2025-11-16T05:17:58.489366] [DEBUG] [REMOTE    ] CII: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:58.490188] [DEBUG] [LOCAL     ] Loaded configuration for CII: 0 features, N/A% accuracy
[2025-11-16T05:17:58.490305] [INFO ] [LOCAL     ] CII: Loaded 0 optimal features with 56.10% confidence from JSON config
[2025-11-16T05:17:58.490358] [DEBUG] [MAG       ] Building data for symbol: CII with lookback: 0
[2025-11-16T05:17:58.491258] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:17:58.532976] [DEBUG] [MAG       ] RGR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:58.590301] [DEBUG] [MAG       ] THS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:58.630636] [INFO ] [LOCAL     ] RGR: Saved forecast.
[2025-11-16T05:17:58.630761] [INFO ] [main      ] RGR: Signal=1 (Conf=80.0%), Magnitude=0.59% (Conf=58.6954%)
[2025-11-16T05:17:58.630934] [INFO ] [main      ] Fetching symbol history for KEN...
[2025-11-16T05:17:58.631011] [DEBUG] [REMOTE    ] KEN: Fetching historical data.
[2025-11-16T05:17:58.631922] [INFO ] [main      ] Progress: 296/472 forecasts completed (62.7%). RGR finished in 0.6s. ETA: 31.0s. Rate: 340.88 forecasts/min
[2025-11-16T05:17:58.643748] [DEBUG] [REMOTE    ] KEN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:58.644437] [DEBUG] [LOCAL     ] Loaded configuration for KEN: 7 features, N/A% accuracy
[2025-11-16T05:17:58.644556] [INFO ] [LOCAL     ] KEN: Loaded 7 optimal features with 64.12% confidence from JSON config
[2025-11-16T05:17:58.644677] [DEBUG] [MAG       ] Building data for symbol: KEN with lookback: 0
[2025-11-16T05:17:58.645681] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:58.645820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:58.650706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:58.652530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:58.653102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:58.653567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:58.656039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:58.657951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:58.659042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:58.703883] [INFO ] [LOCAL     ] THS: Saved forecast.
[2025-11-16T05:17:58.704196] [INFO ] [main      ] THS: Signal=1 (Conf=80.0%), Magnitude=1.18% (Conf=47.4941%)
[2025-11-16T05:17:58.704585] [DEBUG] [MAG       ] CF: Last date is validated at 2025-11-14
[2025-11-16T05:17:58.704925] [INFO ] [main      ] Progress: 297/472 forecasts completed (62.9%). THS finished in 0.8s. ETA: 30.7s. Rate: 341.56 forecasts/min
[2025-11-16T05:17:58.704770] [INFO ] [main      ] Fetching symbol history for PGRE...
[2025-11-16T05:17:58.705100] [DEBUG] [REMOTE    ] PGRE: Fetching historical data.
[2025-11-16T05:17:58.719599] [DEBUG] [REMOTE    ] PGRE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:58.720307] [DEBUG] [LOCAL     ] Loaded configuration for PGRE: 9 features, N/A% accuracy
[2025-11-16T05:17:58.720366] [INFO ] [LOCAL     ] PGRE: Loaded 9 optimal features with 40.73% confidence from JSON config
[2025-11-16T05:17:58.720403] [DEBUG] [MAG       ] Building data for symbol: PGRE with lookback: 0
[2025-11-16T05:17:58.721348] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:58.721435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:58.726509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:58.728519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:58.729140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:58.729630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:58.730119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:58.860685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:58.862479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:58.864550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:17:58.866363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:58.876387] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:58.881506] [DEBUG] [MAG       ] CII: Last date is validated at 2025-11-14
[2025-11-16T05:17:58.998722] [DEBUG] [MAG       ] KEN: Last date is validated at 2025-11-14
[2025-11-16T05:17:59.010364] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-11-16T05:17:59.010613] [INFO ] [main      ] CF: Signal=1 (Conf=80.0%), Magnitude=4.27% (Conf=59.2726%)
[2025-11-16T05:17:59.010921] [INFO ] [main      ] Fetching symbol history for NUVB...
[2025-11-16T05:17:59.011037] [DEBUG] [REMOTE    ] NUVB: Fetching historical data.
[2025-11-16T05:17:59.012706] [INFO ] [main      ] Progress: 298/472 forecasts completed (63.1%). CF finished in 0.8s. ETA: 30.6s. Rate: 340.70 forecasts/min
[2025-11-16T05:17:59.023813] [DEBUG] [REMOTE    ] NUVB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:59.024406] [DEBUG] [LOCAL     ] Loaded configuration for NUVB: 4 features, N/A% accuracy
[2025-11-16T05:17:59.024461] [INFO ] [LOCAL     ] NUVB: Loaded 4 optimal features with 57.21% confidence from JSON config
[2025-11-16T05:17:59.024498] [DEBUG] [MAG       ] Building data for symbol: NUVB with lookback: 0
[2025-11-16T05:17:59.025304] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:59.025382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:59.027161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:59.027919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:59.030377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:59.058845] [DEBUG] [MAG       ] CII: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:59.125968] [INFO ] [LOCAL     ] CII: Saved forecast.
[2025-11-16T05:17:59.126249] [INFO ] [main      ] CII: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=56.0999%)
[2025-11-16T05:17:59.126941] [INFO ] [main      ] Fetching symbol history for MPX...
[2025-11-16T05:17:59.127065] [DEBUG] [REMOTE    ] MPX: Fetching historical data.
[2025-11-16T05:17:59.127149] [INFO ] [main      ] Progress: 299/472 forecasts completed (63.3%). CII finished in 0.7s. ETA: 30.4s. Rate: 341.09 forecasts/min
[2025-11-16T05:17:59.141786] [DEBUG] [REMOTE    ] MPX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:59.142830] [DEBUG] [LOCAL     ] Loaded configuration for MPX: 7 features, N/A% accuracy
[2025-11-16T05:17:59.142968] [INFO ] [LOCAL     ] MPX: Loaded 7 optimal features with 46.85% confidence from JSON config
[2025-11-16T05:17:59.143071] [DEBUG] [MAG       ] Building data for symbol: MPX with lookback: 0
[2025-11-16T05:17:59.144186] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:17:59.144335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:17:59.149594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:59.164205] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:59.168239] [DEBUG] [MAG       ] KEN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:59.204100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:17:59.207354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:17:59.208498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:17:59.210556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:17:59.211177] [DEBUG] [MAG       ] PGRE: Last date is validated at 2025-11-14
[2025-11-16T05:17:59.211367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:17:59.212627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:59.270445] [INFO ] [LOCAL     ] KEN: Saved forecast.
[2025-11-16T05:17:59.270556] [INFO ] [main      ] KEN: Signal=1 (Conf=80.0%), Magnitude=1.52% (Conf=64.1153%)
[2025-11-16T05:17:59.270774] [INFO ] [main      ] Fetching symbol history for HTH...
[2025-11-16T05:17:59.270833] [DEBUG] [REMOTE    ] HTH: Fetching historical data.
[2025-11-16T05:17:59.271766] [INFO ] [main      ] Progress: 300/472 forecasts completed (63.6%). KEN finished in 0.6s. ETA: 30.2s. Rate: 341.30 forecasts/min
[2025-11-16T05:17:59.283141] [DEBUG] [REMOTE    ] HTH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:59.283783] [DEBUG] [LOCAL     ] Loaded configuration for HTH: 2 features, N/A% accuracy
[2025-11-16T05:17:59.283849] [INFO ] [LOCAL     ] HTH: Loaded 2 optimal features with 58.00% confidence from JSON config
[2025-11-16T05:17:59.283896] [DEBUG] [MAG       ] Building data for symbol: HTH with lookback: 0
[2025-11-16T05:17:59.284719] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:17:59.284796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:17:59.371778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:59.389443] [DEBUG] [MAG       ] PGRE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:59.392114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:59.463895] [INFO ] [LOCAL     ] PGRE: Saved forecast.
[2025-11-16T05:17:59.464024] [INFO ] [main      ] PGRE: Signal=1 (Conf=80.0%), Magnitude=0.02% (Conf=40.726%)
[2025-11-16T05:17:59.464554] [INFO ] [main      ] Fetching symbol history for REZI...
[2025-11-16T05:17:59.464625] [DEBUG] [REMOTE    ] REZI: Fetching historical data.
[2025-11-16T05:17:59.464758] [INFO ] [main      ] Progress: 301/472 forecasts completed (63.8%). PGRE finished in 0.8s. ETA: 30.1s. Rate: 341.19 forecasts/min
[2025-11-16T05:17:59.480220] [DEBUG] [REMOTE    ] REZI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:59.480996] [DEBUG] [LOCAL     ] Loaded configuration for REZI: 11 features, N/A% accuracy
[2025-11-16T05:17:59.481066] [INFO ] [LOCAL     ] REZI: Loaded 11 optimal features with 41.33% confidence from JSON config
[2025-11-16T05:17:59.481106] [DEBUG] [MAG       ] Building data for symbol: REZI with lookback: 0
[2025-11-16T05:17:59.482380] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:17:59.482475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:59.484594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:59.485235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:59.485689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:59.486535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:17:59.489133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:17:59.516283] [DEBUG] [MAG       ] NUVB: Last date is validated at 2025-11-14
[2025-11-16T05:17:59.589327] [DEBUG] [MAG       ] MPX: Last date is validated at 2025-11-14
[2025-11-16T05:17:59.624281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:17:59.683852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:17:59.685681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:17:59.686682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:17:59.687396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:17:59.688874] [DEBUG] [MAG       ] NUVB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:59.708496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:59.733620] [DEBUG] [MAG       ] HTH: Last date is validated at 2025-11-14
[2025-11-16T05:17:59.756539] [INFO ] [LOCAL     ] NUVB: Saved forecast.
[2025-11-16T05:17:59.756821] [INFO ] [main      ] NUVB: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=57.2119%)
[2025-11-16T05:17:59.757346] [INFO ] [main      ] Fetching symbol history for TDY...
[2025-11-16T05:17:59.757540] [DEBUG] [REMOTE    ] TDY: Fetching historical data.
[2025-11-16T05:17:59.757703] [INFO ] [main      ] Progress: 302/472 forecasts completed (64.0%). NUVB finished in 0.7s. ETA: 30.0s. Rate: 340.44 forecasts/min
[2025-11-16T05:17:59.770403] [DEBUG] [REMOTE    ] TDY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:59.770607] [DEBUG] [MAG       ] MPX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:59.771185] [DEBUG] [LOCAL     ] Loaded configuration for TDY: 9 features, N/A% accuracy
[2025-11-16T05:17:59.771253] [INFO ] [LOCAL     ] TDY: Loaded 9 optimal features with 63.42% confidence from JSON config
[2025-11-16T05:17:59.771292] [DEBUG] [MAG       ] Building data for symbol: TDY with lookback: 0
[2025-11-16T05:17:59.772146] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:17:59.772230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:59.774074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:59.774638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:17:59.775186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:59.775623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:17:59.776457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:17:59.777369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:17:59.778509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:17:59.779717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:17:59.782438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:59.853529] [INFO ] [LOCAL     ] MPX: Saved forecast.
[2025-11-16T05:17:59.853887] [INFO ] [main      ] MPX: Signal=1 (Conf=80.0%), Magnitude=-0.89% (Conf=46.8459%)
[2025-11-16T05:17:59.854166] [INFO ] [main      ] Fetching symbol history for HMY...
[2025-11-16T05:17:59.854283] [DEBUG] [REMOTE    ] HMY: Fetching historical data.
[2025-11-16T05:17:59.855384] [INFO ] [main      ] Progress: 303/472 forecasts completed (64.2%). MPX finished in 0.7s. ETA: 29.7s. Rate: 340.94 forecasts/min
[2025-11-16T05:17:59.870278] [DEBUG] [REMOTE    ] HMY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:17:59.871202] [DEBUG] [LOCAL     ] Loaded configuration for HMY: 4 features, N/A% accuracy
[2025-11-16T05:17:59.871327] [INFO ] [LOCAL     ] HMY: Loaded 4 optimal features with 57.42% confidence from JSON config
[2025-11-16T05:17:59.871431] [DEBUG] [MAG       ] Building data for symbol: HMY with lookback: 0
[2025-11-16T05:17:59.872466] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:17:59.872632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:17:59.874681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:17:59.875391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:17:59.875917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:17:59.877973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:17:59.902636] [DEBUG] [MAG       ] HTH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:17:59.989487] [INFO ] [LOCAL     ] HTH: Saved forecast.
[2025-11-16T05:17:59.989779] [INFO ] [main      ] HTH: Signal=1 (Conf=80.0%), Magnitude=0.36% (Conf=57.9952%)
[2025-11-16T05:17:59.990085] [INFO ] [main      ] Fetching symbol history for CLB...
[2025-11-16T05:17:59.990219] [DEBUG] [REMOTE    ] CLB: Fetching historical data.
[2025-11-16T05:17:59.991171] [INFO ] [main      ] Progress: 304/472 forecasts completed (64.4%). HTH finished in 0.7s. ETA: 29.5s. Rate: 341.19 forecasts/min
[2025-11-16T05:18:00.003370] [DEBUG] [REMOTE    ] CLB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:00.004169] [DEBUG] [LOCAL     ] Loaded configuration for CLB: 5 features, N/A% accuracy
[2025-11-16T05:18:00.004293] [INFO ] [LOCAL     ] CLB: Loaded 5 optimal features with 59.58% confidence from JSON config
[2025-11-16T05:18:00.004396] [DEBUG] [MAG       ] Building data for symbol: CLB with lookback: 0
[2025-11-16T05:18:00.005303] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:00.005441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:00.007311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:00.007983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:00.008467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:00.010973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:18:00.012465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:00.045173] [DEBUG] [MAG       ] REZI: Last date is validated at 2025-11-14
[2025-11-16T05:18:00.119882] [DEBUG] [MAG       ] TDY: Last date is validated at 2025-11-14
[2025-11-16T05:18:00.214985] [DEBUG] [MAG       ] REZI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:00.255149] [DEBUG] [MAG       ] HMY: Last date is validated at 2025-11-14
[2025-11-16T05:18:00.286863] [DEBUG] [MAG       ] TDY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:00.342207] [INFO ] [LOCAL     ] REZI: Saved forecast.
[2025-11-16T05:18:00.342327] [INFO ] [main      ] REZI: Signal=1 (Conf=80.0%), Magnitude=0.57% (Conf=41.3326%)
[2025-11-16T05:18:00.342577] [INFO ] [main      ] Fetching symbol history for ARLO...
[2025-11-16T05:18:00.342633] [DEBUG] [REMOTE    ] ARLO: Fetching historical data.
[2025-11-16T05:18:00.343131] [INFO ] [main      ] Progress: 305/472 forecasts completed (64.6%). REZI finished in 0.9s. ETA: 29.5s. Rate: 340.08 forecasts/min
[2025-11-16T05:18:00.353274] [DEBUG] [MAG       ] CLB: Last date is validated at 2025-11-14
[2025-11-16T05:18:00.357860] [DEBUG] [REMOTE    ] ARLO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:00.358634] [DEBUG] [LOCAL     ] Loaded configuration for ARLO: 6 features, N/A% accuracy
[2025-11-16T05:18:00.358726] [INFO ] [LOCAL     ] ARLO: Loaded 6 optimal features with 42.99% confidence from JSON config
[2025-11-16T05:18:00.358829] [DEBUG] [MAG       ] Building data for symbol: ARLO with lookback: 0
[2025-11-16T05:18:00.359814] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:00.359907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:00.365231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:00.367206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:00.367826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:00.368827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:00.371242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:00.373304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:00.436039] [DEBUG] [MAG       ] HMY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:00.469332] [INFO ] [LOCAL     ] TDY: Saved forecast.
[2025-11-16T05:18:00.469682] [INFO ] [main      ] TDY: Signal=1 (Conf=80.0%), Magnitude=-2.54% (Conf=63.4188%)
[2025-11-16T05:18:00.470202] [INFO ] [main      ] Fetching symbol history for CIG...
[2025-11-16T05:18:00.470326] [INFO ] [main      ] Progress: 306/472 forecasts completed (64.8%). TDY finished in 0.7s. ETA: 29.3s. Rate: 340.39 forecasts/min
[2025-11-16T05:18:00.470450] [DEBUG] [REMOTE    ] CIG: Fetching historical data.
[2025-11-16T05:18:00.486669] [DEBUG] [REMOTE    ] CIG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:00.487366] [DEBUG] [LOCAL     ] Loaded configuration for CIG: 11 features, N/A% accuracy
[2025-11-16T05:18:00.487485] [INFO ] [LOCAL     ] CIG: Loaded 11 optimal features with 14.51% confidence from JSON config
[2025-11-16T05:18:00.487584] [DEBUG] [MAG       ] Building data for symbol: CIG with lookback: 0
[2025-11-16T05:18:00.488658] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:18:00.488813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:00.495188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:00.497634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:00.498293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:00.498866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:00.499436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:00.500513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:00.501581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:00.504806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:00.523715] [DEBUG] [MAG       ] CLB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:00.525033] [INFO ] [LOCAL     ] HMY: Saved forecast.
[2025-11-16T05:18:00.525326] [INFO ] [main      ] HMY: Signal=1 (Conf=80.0%), Magnitude=-6.68% (Conf=57.4183%)
[2025-11-16T05:18:00.525633] [INFO ] [main      ] Fetching symbol history for HAL...
[2025-11-16T05:18:00.525978] [DEBUG] [REMOTE    ] HAL: Fetching historical data.
[2025-11-16T05:18:00.527517] [INFO ] [main      ] Progress: 307/472 forecasts completed (65.0%). HMY finished in 0.7s. ETA: 29.0s. Rate: 341.14 forecasts/min
[2025-11-16T05:18:00.541179] [DEBUG] [REMOTE    ] HAL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:00.541911] [DEBUG] [LOCAL     ] Loaded configuration for HAL: 2 features, N/A% accuracy
[2025-11-16T05:18:00.541982] [INFO ] [LOCAL     ] HAL: Loaded 2 optimal features with 53.10% confidence from JSON config
[2025-11-16T05:18:00.542031] [DEBUG] [MAG       ] Building data for symbol: HAL with lookback: 0
[2025-11-16T05:18:00.542970] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:00.543071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:00.548075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:00.614072] [INFO ] [LOCAL     ] CLB: Saved forecast.
[2025-11-16T05:18:00.614308] [INFO ] [main      ] CLB: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=59.5835%)
[2025-11-16T05:18:00.614584] [INFO ] [main      ] Fetching symbol history for ODV...
[2025-11-16T05:18:00.614914] [DEBUG] [REMOTE    ] ODV: Fetching historical data.
[2025-11-16T05:18:00.615862] [INFO ] [main      ] Progress: 308/472 forecasts completed (65.3%). CLB finished in 0.6s. ETA: 28.8s. Rate: 341.69 forecasts/min
[2025-11-16T05:18:00.628225] [DEBUG] [REMOTE    ] ODV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:00.629196] [DEBUG] [LOCAL     ] Loaded configuration for ODV: 1 features, N/A% accuracy
[2025-11-16T05:18:00.629317] [INFO ] [LOCAL     ] ODV: Loaded 1 optimal features with 42.27% confidence from JSON config
[2025-11-16T05:18:00.629417] [DEBUG] [MAG       ] Building data for symbol: ODV with lookback: 0
[2025-11-16T05:18:00.630287] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:18:00.630417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:00.632882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:00.654746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:00.657388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:00.658740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:00.679465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:00.721558] [DEBUG] [MAG       ] ARLO: Last date is validated at 2025-11-14
[2025-11-16T05:18:00.895135] [DEBUG] [MAG       ] ARLO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:00.971428] [DEBUG] [MAG       ] ODV: Last date is validated at 2025-11-14
[2025-11-16T05:18:00.997170] [INFO ] [LOCAL     ] ARLO: Saved forecast.
[2025-11-16T05:18:00.997301] [INFO ] [main      ] ARLO: Signal=1 (Conf=80.0%), Magnitude=-2.11% (Conf=42.9851%)
[2025-11-16T05:18:00.997852] [INFO ] [main      ] Progress: 309/472 forecasts completed (65.5%). ARLO finished in 0.7s. ETA: 28.7s. Rate: 340.40 forecasts/min
[2025-11-16T05:18:00.998115] [INFO ] [main      ] Fetching symbol history for RYAN...
[2025-11-16T05:18:00.998299] [DEBUG] [REMOTE    ] RYAN: Fetching historical data.
[2025-11-16T05:18:01.012923] [DEBUG] [REMOTE    ] RYAN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:01.013832] [DEBUG] [LOCAL     ] Loaded configuration for RYAN: 8 features, N/A% accuracy
[2025-11-16T05:18:01.013965] [INFO ] [LOCAL     ] RYAN: Loaded 8 optimal features with 61.29% confidence from JSON config
[2025-11-16T05:18:01.014069] [DEBUG] [MAG       ] Building data for symbol: RYAN with lookback: 0
[2025-11-16T05:18:01.015156] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:18:01.015298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:01.016320] [DEBUG] [MAG       ] CIG: Last date is validated at 2025-11-14
[2025-11-16T05:18:01.017348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:01.018049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:01.018666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:01.019299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:01.049769] [DEBUG] [MAG       ] HAL: Last date is validated at 2025-11-14
[2025-11-16T05:18:01.078601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:18:01.084180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:18:01.086381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:18:01.088628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:01.143565] [DEBUG] [MAG       ] ODV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:01.193752] [DEBUG] [MAG       ] CIG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:01.203665] [INFO ] [LOCAL     ] ODV: Saved forecast.
[2025-11-16T05:18:01.203888] [INFO ] [main      ] ODV: Signal=1 (Conf=80.0%), Magnitude=2.82% (Conf=42.2678%)
[2025-11-16T05:18:01.204180] [INFO ] [main      ] Fetching symbol history for CWAN...
[2025-11-16T05:18:01.204294] [DEBUG] [REMOTE    ] CWAN: Fetching historical data.
[2025-11-16T05:18:01.205737] [INFO ] [main      ] Progress: 310/472 forecasts completed (65.7%). ODV finished in 0.6s. ETA: 28.6s. Rate: 340.20 forecasts/min
[2025-11-16T05:18:01.217795] [DEBUG] [REMOTE    ] CWAN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:01.218361] [DEBUG] [LOCAL     ] Loaded configuration for CWAN: 4 features, N/A% accuracy
[2025-11-16T05:18:01.218590] [INFO ] [LOCAL     ] CWAN: Loaded 4 optimal features with 46.73% confidence from JSON config
[2025-11-16T05:18:01.218726] [DEBUG] [MAG       ] Building data for symbol: CWAN with lookback: 0
[2025-11-16T05:18:01.219632] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:01.219803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:01.224813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:01.226806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:01.227384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:18:01.228172] [DEBUG] [MAG       ] HAL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:01.230271] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:01.267209] [INFO ] [LOCAL     ] CIG: Saved forecast.
[2025-11-16T05:18:01.267482] [INFO ] [main      ] CIG: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=14.5147%)
[2025-11-16T05:18:01.267805] [INFO ] [main      ] Fetching symbol history for SPRU...
[2025-11-16T05:18:01.268187] [DEBUG] [REMOTE    ] SPRU: Fetching historical data.
[2025-11-16T05:18:01.268760] [INFO ] [main      ] Progress: 311/472 forecasts completed (65.9%). CIG finished in 0.8s. ETA: 28.3s. Rate: 340.90 forecasts/min
[2025-11-16T05:18:01.283082] [DEBUG] [REMOTE    ] SPRU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:01.283772] [DEBUG] [LOCAL     ] Loaded configuration for SPRU: 11 features, N/A% accuracy
[2025-11-16T05:18:01.283852] [INFO ] [LOCAL     ] SPRU: Loaded 11 optimal features with 53.29% confidence from JSON config
[2025-11-16T05:18:01.283914] [DEBUG] [MAG       ] Building data for symbol: SPRU with lookback: 0
[2025-11-16T05:18:01.284860] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:18:01.285069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:01.287058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:01.287741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:01.288228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:01.325797] [INFO ] [LOCAL     ] HAL: Saved forecast.
[2025-11-16T05:18:01.326109] [INFO ] [main      ] HAL: Signal=1 (Conf=80.0%), Magnitude=0.34% (Conf=53.1005%)
[2025-11-16T05:18:01.326384] [INFO ] [main      ] Fetching symbol history for OIA...
[2025-11-16T05:18:01.326832] [DEBUG] [REMOTE    ] OIA: Fetching historical data.
[2025-11-16T05:18:01.327008] [INFO ] [main      ] Progress: 312/472 forecasts completed (66.1%). HAL finished in 0.8s. ETA: 28.1s. Rate: 341.64 forecasts/min
[2025-11-16T05:18:01.337038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:18:01.338736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:01.339271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:01.340406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:18:01.341879] [DEBUG] [REMOTE    ] OIA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:01.342200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:18:01.342843] [DEBUG] [LOCAL     ] Loaded configuration for OIA: 2 features, N/A% accuracy
[2025-11-16T05:18:01.342908] [INFO ] [LOCAL     ] OIA: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-11-16T05:18:01.342946] [DEBUG] [MAG       ] Building data for symbol: OIA with lookback: 0
[2025-11-16T05:18:01.343310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:18:01.343858] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:01.343957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:01.344070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:18:01.347053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:01.349130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:18:01.366288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:01.442211] [DEBUG] [MAG       ] RYAN: Last date is validated at 2025-11-14
[2025-11-16T05:18:01.596219] [DEBUG] [MAG       ] CWAN: Last date is validated at 2025-11-14
[2025-11-16T05:18:01.622405] [DEBUG] [MAG       ] RYAN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:01.696766] [DEBUG] [MAG       ] SPRU: Last date is validated at 2025-11-14
[2025-11-16T05:18:01.707067] [DEBUG] [MAG       ] OIA: Last date is validated at 2025-11-14
[2025-11-16T05:18:01.745672] [INFO ] [LOCAL     ] RYAN: Saved forecast.
[2025-11-16T05:18:01.745795] [INFO ] [main      ] RYAN: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=61.2946%)
[2025-11-16T05:18:01.746437] [INFO ] [main      ] Fetching symbol history for EHC...
[2025-11-16T05:18:01.746495] [DEBUG] [REMOTE    ] EHC: Fetching historical data.
[2025-11-16T05:18:01.746978] [INFO ] [main      ] Progress: 313/472 forecasts completed (66.3%). RYAN finished in 0.7s. ETA: 28.0s. Rate: 340.12 forecasts/min
[2025-11-16T05:18:01.762164] [DEBUG] [REMOTE    ] EHC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:01.763517] [DEBUG] [LOCAL     ] Loaded configuration for EHC: 6 features, N/A% accuracy
[2025-11-16T05:18:01.763592] [INFO ] [LOCAL     ] EHC: Loaded 6 optimal features with 46.79% confidence from JSON config
[2025-11-16T05:18:01.763634] [DEBUG] [MAG       ] Building data for symbol: EHC with lookback: 0
[2025-11-16T05:18:01.765215] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:01.765321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:01.772203] [DEBUG] [MAG       ] CWAN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:01.882757] [DEBUG] [MAG       ] OIA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:01.884430] [DEBUG] [MAG       ] SPRU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:01.885067] [INFO ] [LOCAL     ] CWAN: Saved forecast.
[2025-11-16T05:18:01.885170] [INFO ] [main      ] CWAN: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=46.7338%)
[2025-11-16T05:18:01.885566] [INFO ] [main      ] Fetching symbol history for EL...
[2025-11-16T05:18:01.885624] [DEBUG] [REMOTE    ] EL: Fetching historical data.
[2025-11-16T05:18:01.885781] [INFO ] [main      ] Progress: 314/472 forecasts completed (66.5%). CWAN finished in 0.7s. ETA: 27.9s. Rate: 340.35 forecasts/min
[2025-11-16T05:18:01.898174] [DEBUG] [REMOTE    ] EL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:01.899046] [DEBUG] [LOCAL     ] Loaded configuration for EL: 6 features, N/A% accuracy
[2025-11-16T05:18:01.899127] [INFO ] [LOCAL     ] EL: Loaded 6 optimal features with 56.13% confidence from JSON config
[2025-11-16T05:18:01.899175] [DEBUG] [MAG       ] Building data for symbol: EL with lookback: 0
[2025-11-16T05:18:01.900025] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:01.900121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:01.904569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:01.904998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:01.952548] [INFO ] [LOCAL     ] OIA: Saved forecast.
[2025-11-16T05:18:01.952875] [INFO ] [main      ] OIA: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=46.2485%)
[2025-11-16T05:18:01.953391] [INFO ] [main      ] Fetching symbol history for TRGP...
[2025-11-16T05:18:01.953509] [DEBUG] [REMOTE    ] TRGP: Fetching historical data.
[2025-11-16T05:18:01.955755] [INFO ] [main      ] Progress: 315/472 forecasts completed (66.7%). OIA finished in 0.6s. ETA: 27.6s. Rate: 341.01 forecasts/min
[2025-11-16T05:18:01.962012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:01.964345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:01.965017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:01.965459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:01.966389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:18:01.967907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:18:01.968623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:01.968833] [DEBUG] [REMOTE    ] TRGP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:01.969276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:18:01.969517] [INFO ] [LOCAL     ] SPRU: Saved forecast.
[2025-11-16T05:18:01.969604] [DEBUG] [LOCAL     ] Loaded configuration for TRGP: 3 features, N/A% accuracy
[2025-11-16T05:18:01.969693] [INFO ] [LOCAL     ] TRGP: Loaded 3 optimal features with 37.44% confidence from JSON config
[2025-11-16T05:18:01.969683] [INFO ] [main      ] SPRU: Signal=1 (Conf=80.0%), Magnitude=-7.31% (Conf=53.2856%)
[2025-11-16T05:18:01.969741] [DEBUG] [MAG       ] Building data for symbol: TRGP with lookback: 0
[2025-11-16T05:18:01.970158] [INFO ] [main      ] Fetching symbol history for AROC...
[2025-11-16T05:18:01.970228] [DEBUG] [REMOTE    ] AROC: Fetching historical data.
[2025-11-16T05:18:01.970388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:18:01.970632] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:01.970735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:01.970740] [INFO ] [main      ] Progress: 316/472 forecasts completed (66.9%). SPRU finished in 0.7s. ETA: 27.4s. Rate: 342.00 forecasts/min
[2025-11-16T05:18:01.972596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:01.974705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:01.974785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:18:01.975550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:01.986081] [DEBUG] [REMOTE    ] AROC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:01.986968] [DEBUG] [LOCAL     ] Loaded configuration for AROC: 6 features, N/A% accuracy
[2025-11-16T05:18:01.987044] [INFO ] [LOCAL     ] AROC: Loaded 6 optimal features with 54.08% confidence from JSON config
[2025-11-16T05:18:01.987154] [DEBUG] [MAG       ] Building data for symbol: AROC with lookback: 0
[2025-11-16T05:18:01.988291] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:01.988391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:01.990407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:01.991111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:01.991534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:01.994284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:02.040837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:18:02.042500] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:02.316587] [DEBUG] [MAG       ] EHC: Last date is validated at 2025-11-14
[2025-11-16T05:18:02.323937] [DEBUG] [MAG       ] TRGP: Last date is validated at 2025-11-14
[2025-11-16T05:18:02.325304] [DEBUG] [MAG       ] EL: Last date is validated at 2025-11-14
[2025-11-16T05:18:02.406222] [DEBUG] [MAG       ] AROC: Last date is validated at 2025-11-14
[2025-11-16T05:18:02.497795] [DEBUG] [MAG       ] EHC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:02.501301] [DEBUG] [MAG       ] TRGP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:02.501843] [DEBUG] [MAG       ] EL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:02.598942] [DEBUG] [MAG       ] AROC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:02.639588] [INFO ] [LOCAL     ] EHC: Saved forecast.
[2025-11-16T05:18:02.639771] [INFO ] [main      ] EHC: Signal=1 (Conf=80.0%), Magnitude=1.52% (Conf=46.791%)
[2025-11-16T05:18:02.640199] [INFO ] [main      ] Fetching symbol history for MTN...
[2025-11-16T05:18:02.640267] [DEBUG] [REMOTE    ] MTN: Fetching historical data.
[2025-11-16T05:18:02.641245] [INFO ] [main      ] Progress: 317/472 forecasts completed (67.2%). EHC finished in 0.9s. ETA: 27.4s. Rate: 338.98 forecasts/min
[2025-11-16T05:18:02.647940] [INFO ] [LOCAL     ] EL: Saved forecast.
[2025-11-16T05:18:02.648074] [INFO ] [main      ] EL: Signal=1 (Conf=80.0%), Magnitude=-2.41% (Conf=56.1343%)
[2025-11-16T05:18:02.648267] [INFO ] [main      ] Fetching symbol history for ZH...
[2025-11-16T05:18:02.648327] [DEBUG] [REMOTE    ] ZH: Fetching historical data.
[2025-11-16T05:18:02.649533] [INFO ] [main      ] Progress: 318/472 forecasts completed (67.4%). EL finished in 0.8s. ETA: 27.2s. Rate: 340.00 forecasts/min
[2025-11-16T05:18:02.657250] [DEBUG] [REMOTE    ] MTN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:02.658202] [DEBUG] [LOCAL     ] Loaded configuration for MTN: 4 features, N/A% accuracy
[2025-11-16T05:18:02.658267] [INFO ] [LOCAL     ] MTN: Loaded 4 optimal features with 57.26% confidence from JSON config
[2025-11-16T05:18:02.658305] [DEBUG] [MAG       ] Building data for symbol: MTN with lookback: 0
[2025-11-16T05:18:02.659335] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:02.659417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:02.663452] [DEBUG] [REMOTE    ] ZH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:02.664069] [DEBUG] [LOCAL     ] Loaded configuration for ZH: 4 features, N/A% accuracy
[2025-11-16T05:18:02.664133] [INFO ] [LOCAL     ] ZH: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-11-16T05:18:02.664171] [DEBUG] [MAG       ] Building data for symbol: ZH with lookback: 0
[2025-11-16T05:18:02.664878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:02.665062] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:02.665140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:02.665811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:02.666913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:02.667464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:02.668160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:02.668270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:18:02.670005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:02.686131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:02.706398] [INFO ] [LOCAL     ] AROC: Saved forecast.
[2025-11-16T05:18:02.706509] [INFO ] [main      ] AROC: Signal=1 (Conf=80.0%), Magnitude=2.19% (Conf=54.0804%)
[2025-11-16T05:18:02.706286] [INFO ] [LOCAL     ] TRGP: Saved forecast.
[2025-11-16T05:18:02.706789] [INFO ] [main      ] Fetching symbol history for NDMO...
[2025-11-16T05:18:02.706853] [DEBUG] [REMOTE    ] NDMO: Fetching historical data.
[2025-11-16T05:18:02.706774] [INFO ] [main      ] TRGP: Signal=1 (Conf=80.0%), Magnitude=3.11% (Conf=37.4428%)
[2025-11-16T05:18:02.707140] [INFO ] [main      ] Fetching symbol history for FERG...
[2025-11-16T05:18:02.707267] [DEBUG] [REMOTE    ] FERG: Fetching historical data.
[2025-11-16T05:18:02.708223] [INFO ] [main      ] Progress: 319/472 forecasts completed (67.6%). AROC finished in 0.7s. ETA: 26.9s. Rate: 340.71 forecasts/min
[2025-11-16T05:18:02.708337] [INFO ] [main      ] Progress: 320/472 forecasts completed (67.8%). TRGP finished in 0.8s. ETA: 26.7s. Rate: 341.78 forecasts/min
[2025-11-16T05:18:02.721850] [DEBUG] [REMOTE    ] NDMO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:02.722716] [DEBUG] [LOCAL     ] Loaded configuration for NDMO: 10 features, N/A% accuracy
[2025-11-16T05:18:02.722781] [INFO ] [LOCAL     ] NDMO: Loaded 10 optimal features with 40.85% confidence from JSON config
[2025-11-16T05:18:02.722832] [DEBUG] [MAG       ] Building data for symbol: NDMO with lookback: 0
[2025-11-16T05:18:02.723874] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:18:02.724162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:02.724324] [DEBUG] [REMOTE    ] FERG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:02.725285] [DEBUG] [LOCAL     ] Loaded configuration for FERG: 4 features, N/A% accuracy
[2025-11-16T05:18:02.725712] [INFO ] [LOCAL     ] FERG: Loaded 4 optimal features with 54.56% confidence from JSON config
[2025-11-16T05:18:02.725820] [DEBUG] [MAG       ] Building data for symbol: FERG with lookback: 0
[2025-11-16T05:18:02.727172] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:02.727362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:02.729469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:02.729501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:02.730261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:02.730780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:18:02.731346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:02.731598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:02.731880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:02.732291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:02.778624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:02.838868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:18:02.842376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:02.842976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:02.844158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:18:02.846346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:03.011836] [DEBUG] [MAG       ] ZH: Last date is validated at 2025-11-14
[2025-11-16T05:18:03.049742] [DEBUG] [MAG       ] MTN: Last date is validated at 2025-11-14
[2025-11-16T05:18:03.091403] [DEBUG] [MAG       ] FERG: Last date is validated at 2025-11-14
[2025-11-16T05:18:03.202107] [DEBUG] [MAG       ] ZH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:03.246005] [DEBUG] [MAG       ] NDMO: Last date is validated at 2025-11-14
[2025-11-16T05:18:03.246376] [DEBUG] [MAG       ] MTN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:03.271225] [INFO ] [LOCAL     ] ZH: Saved forecast.
[2025-11-16T05:18:03.271510] [INFO ] [main      ] ZH: Signal=1 (Conf=80.0%), Magnitude=0.26% (Conf=56.6932%)
[2025-11-16T05:18:03.271803] [INFO ] [main      ] Fetching symbol history for IFS...
[2025-11-16T05:18:03.271918] [DEBUG] [REMOTE    ] IFS: Fetching historical data.
[2025-11-16T05:18:03.272996] [INFO ] [main      ] Progress: 321/472 forecasts completed (68.0%). ZH finished in 0.6s. ETA: 26.7s. Rate: 339.44 forecasts/min
[2025-11-16T05:18:03.288080] [DEBUG] [REMOTE    ] IFS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:03.288973] [DEBUG] [LOCAL     ] Loaded configuration for IFS: 2 features, N/A% accuracy
[2025-11-16T05:18:03.289045] [INFO ] [LOCAL     ] IFS: Loaded 2 optimal features with 62.40% confidence from JSON config
[2025-11-16T05:18:03.289153] [DEBUG] [MAG       ] Building data for symbol: IFS with lookback: 0
[2025-11-16T05:18:03.290136] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:03.290227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:03.295254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:03.297208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:03.312868] [DEBUG] [MAG       ] FERG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:03.395611] [INFO ] [LOCAL     ] MTN: Saved forecast.
[2025-11-16T05:18:03.395768] [INFO ] [main      ] MTN: Signal=1 (Conf=80.0%), Magnitude=1.99% (Conf=57.2605%)
[2025-11-16T05:18:03.396294] [INFO ] [main      ] Progress: 322/472 forecasts completed (68.2%). MTN finished in 0.8s. ETA: 26.5s. Rate: 339.76 forecasts/min
[2025-11-16T05:18:03.396453] [INFO ] [main      ] Fetching symbol history for FIS...
[2025-11-16T05:18:03.396522] [DEBUG] [REMOTE    ] FIS: Fetching historical data.
[2025-11-16T05:18:03.416895] [DEBUG] [REMOTE    ] FIS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:03.417572] [DEBUG] [LOCAL     ] Loaded configuration for FIS: 4 features, N/A% accuracy
[2025-11-16T05:18:03.417628] [INFO ] [LOCAL     ] FIS: Loaded 4 optimal features with 50.30% confidence from JSON config
[2025-11-16T05:18:03.418085] [DEBUG] [MAG       ] Building data for symbol: FIS with lookback: 0
[2025-11-16T05:18:03.419070] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:03.419189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:03.424392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:03.431010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:03.441154] [DEBUG] [MAG       ] NDMO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:03.499290] [INFO ] [LOCAL     ] FERG: Saved forecast.
[2025-11-16T05:18:03.499577] [INFO ] [main      ] FERG: Signal=1 (Conf=80.0%), Magnitude=-1.54% (Conf=54.5551%)
[2025-11-16T05:18:03.500912] [INFO ] [main      ] Progress: 323/472 forecasts completed (68.4%). FERG finished in 0.8s. ETA: 26.3s. Rate: 340.18 forecasts/min
[2025-11-16T05:18:03.501338] [INFO ] [main      ] Fetching symbol history for SFBS...
[2025-11-16T05:18:03.501455] [DEBUG] [REMOTE    ] SFBS: Fetching historical data.
[2025-11-16T05:18:03.518282] [DEBUG] [REMOTE    ] SFBS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:03.519011] [DEBUG] [LOCAL     ] Loaded configuration for SFBS: 6 features, N/A% accuracy
[2025-11-16T05:18:03.519073] [INFO ] [LOCAL     ] SFBS: Loaded 6 optimal features with 40.01% confidence from JSON config
[2025-11-16T05:18:03.519116] [DEBUG] [MAG       ] Building data for symbol: SFBS with lookback: 0
[2025-11-16T05:18:03.520106] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:03.520448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:03.520403] [INFO ] [LOCAL     ] NDMO: Saved forecast.
[2025-11-16T05:18:03.520515] [INFO ] [main      ] NDMO: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=40.8462%)
[2025-11-16T05:18:03.520848] [INFO ] [main      ] Fetching symbol history for SB...
[2025-11-16T05:18:03.520912] [DEBUG] [REMOTE    ] SB: Fetching historical data.
[2025-11-16T05:18:03.522002] [INFO ] [main      ] Progress: 324/472 forecasts completed (68.6%). NDMO finished in 0.8s. ETA: 26.0s. Rate: 341.11 forecasts/min
[2025-11-16T05:18:03.524662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:03.526595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:03.528811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:03.529421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:03.529028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:03.532073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:03.545836] [DEBUG] [REMOTE    ] SB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:03.554014] [DEBUG] [LOCAL     ] Loaded configuration for SB: 4 features, N/A% accuracy
[2025-11-16T05:18:03.554124] [INFO ] [LOCAL     ] SB: Loaded 4 optimal features with 54.07% confidence from JSON config
[2025-11-16T05:18:03.554175] [DEBUG] [MAG       ] Building data for symbol: SB with lookback: 0
[2025-11-16T05:18:03.565595] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:03.566055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:03.613272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:03.669767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:03.671287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:03.678279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:03.681014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:03.682141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:03.686756] [DEBUG] [MAG       ] IFS: Last date is validated at 2025-11-14
[2025-11-16T05:18:03.854075] [DEBUG] [MAG       ] IFS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:03.915552] [DEBUG] [MAG       ] FIS: Last date is validated at 2025-11-14
[2025-11-16T05:18:03.935284] [INFO ] [LOCAL     ] IFS: Saved forecast.
[2025-11-16T05:18:03.935510] [INFO ] [main      ] IFS: Signal=1 (Conf=80.0%), Magnitude=-3.74% (Conf=62.4004%)
[2025-11-16T05:18:03.936020] [INFO ] [main      ] Fetching symbol history for OMC...
[2025-11-16T05:18:03.936141] [DEBUG] [REMOTE    ] OMC: Fetching historical data.
[2025-11-16T05:18:03.936756] [INFO ] [main      ] Progress: 325/472 forecasts completed (68.9%). IFS finished in 0.7s. ETA: 26.0s. Rate: 339.69 forecasts/min
[2025-11-16T05:18:03.948550] [DEBUG] [REMOTE    ] OMC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:03.949323] [DEBUG] [LOCAL     ] Loaded configuration for OMC: 6 features, N/A% accuracy
[2025-11-16T05:18:03.949442] [INFO ] [LOCAL     ] OMC: Loaded 6 optimal features with 53.21% confidence from JSON config
[2025-11-16T05:18:03.949539] [DEBUG] [MAG       ] Building data for symbol: OMC with lookback: 0
[2025-11-16T05:18:03.950417] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:03.950552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:03.955591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:03.956488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:03.958968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:04.014383] [DEBUG] [MAG       ] SFBS: Last date is validated at 2025-11-14
[2025-11-16T05:18:04.016109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:04.017077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:18:04.021475] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:04.029101] [DEBUG] [MAG       ] SB: Last date is validated at 2025-11-14
[2025-11-16T05:18:04.091360] [DEBUG] [MAG       ] FIS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:04.190799] [DEBUG] [MAG       ] SFBS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:04.201670] [DEBUG] [MAG       ] SB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:04.213904] [INFO ] [LOCAL     ] FIS: Saved forecast.
[2025-11-16T05:18:04.214019] [INFO ] [main      ] FIS: Signal=1 (Conf=80.0%), Magnitude=0.48% (Conf=50.2973%)
[2025-11-16T05:18:04.214475] [INFO ] [main      ] Fetching symbol history for ASGN...
[2025-11-16T05:18:04.214542] [DEBUG] [REMOTE    ] ASGN: Fetching historical data.
[2025-11-16T05:18:04.215632] [INFO ] [main      ] Progress: 326/472 forecasts completed (69.1%). FIS finished in 0.8s. ETA: 25.8s. Rate: 339.09 forecasts/min
[2025-11-16T05:18:04.229437] [DEBUG] [REMOTE    ] ASGN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:04.230127] [DEBUG] [LOCAL     ] Loaded configuration for ASGN: 7 features, N/A% accuracy
[2025-11-16T05:18:04.230203] [INFO ] [LOCAL     ] ASGN: Loaded 7 optimal features with 61.93% confidence from JSON config
[2025-11-16T05:18:04.230247] [DEBUG] [MAG       ] Building data for symbol: ASGN with lookback: 0
[2025-11-16T05:18:04.231226] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:04.231306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:04.233112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:04.233913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:04.234550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:04.234986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:04.273039] [INFO ] [LOCAL     ] SB: Saved forecast.
[2025-11-16T05:18:04.273160] [INFO ] [main      ] SB: Signal=1 (Conf=80.0%), Magnitude=-1.51% (Conf=54.0689%)
[2025-11-16T05:18:04.273438] [INFO ] [main      ] Fetching symbol history for NMR...
[2025-11-16T05:18:04.273505] [DEBUG] [REMOTE    ] NMR: Fetching historical data.
[2025-11-16T05:18:04.274593] [INFO ] [main      ] Progress: 327/472 forecasts completed (69.3%). SB finished in 0.8s. ETA: 25.6s. Rate: 339.78 forecasts/min
[2025-11-16T05:18:04.287892] [DEBUG] [REMOTE    ] NMR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:04.288781] [DEBUG] [LOCAL     ] Loaded configuration for NMR: 2 features, N/A% accuracy
[2025-11-16T05:18:04.288908] [INFO ] [LOCAL     ] NMR: Loaded 2 optimal features with 48.29% confidence from JSON config
[2025-11-16T05:18:04.289007] [DEBUG] [MAG       ] Building data for symbol: NMR with lookback: 0
[2025-11-16T05:18:04.290022] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:04.290157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:04.292085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:04.292769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:04.329604] [INFO ] [LOCAL     ] SFBS: Saved forecast.
[2025-11-16T05:18:04.329742] [INFO ] [main      ] SFBS: Signal=1 (Conf=80.0%), Magnitude=-0.16% (Conf=40.0065%)
[2025-11-16T05:18:04.330267] [INFO ] [main      ] Fetching symbol history for ACEL...
[2025-11-16T05:18:04.330327] [DEBUG] [REMOTE    ] ACEL: Fetching historical data.
[2025-11-16T05:18:04.330837] [INFO ] [main      ] Progress: 328/472 forecasts completed (69.5%). SFBS finished in 0.8s. ETA: 25.4s. Rate: 340.49 forecasts/min
[2025-11-16T05:18:04.345068] [DEBUG] [REMOTE    ] ACEL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:04.346142] [DEBUG] [LOCAL     ] Loaded configuration for ACEL: 3 features, N/A% accuracy
[2025-11-16T05:18:04.346225] [INFO ] [LOCAL     ] ACEL: Loaded 3 optimal features with 48.52% confidence from JSON config
[2025-11-16T05:18:04.346277] [DEBUG] [MAG       ] Building data for symbol: ACEL with lookback: 0
[2025-11-16T05:18:04.347295] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:04.347502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:04.353247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:04.354186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:04.356787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:04.357189] [DEBUG] [MAG       ] OMC: Last date is validated at 2025-11-14
[2025-11-16T05:18:04.370201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:04.419962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:18:04.422172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:04.525084] [DEBUG] [MAG       ] OMC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:04.637605] [DEBUG] [MAG       ] NMR: Last date is validated at 2025-11-14
[2025-11-16T05:18:04.649386] [INFO ] [LOCAL     ] OMC: Saved forecast.
[2025-11-16T05:18:04.649489] [INFO ] [main      ] OMC: Signal=1 (Conf=80.0%), Magnitude=0.74% (Conf=53.2058%)
[2025-11-16T05:18:04.649970] [INFO ] [main      ] Fetching symbol history for DB...
[2025-11-16T05:18:04.650056] [DEBUG] [REMOTE    ] DB: Fetching historical data.
[2025-11-16T05:18:04.650823] [INFO ] [main      ] Progress: 329/472 forecasts completed (69.7%). OMC finished in 0.7s. ETA: 25.3s. Rate: 339.65 forecasts/min
[2025-11-16T05:18:04.663610] [DEBUG] [REMOTE    ] DB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:04.664216] [DEBUG] [LOCAL     ] Loaded configuration for DB: 8 features, N/A% accuracy
[2025-11-16T05:18:04.664475] [INFO ] [LOCAL     ] DB: Loaded 8 optimal features with 48.86% confidence from JSON config
[2025-11-16T05:18:04.664578] [DEBUG] [MAG       ] Building data for symbol: DB with lookback: 0
[2025-11-16T05:18:04.665479] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:18:04.665617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:04.667454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:04.668072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:04.668555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:18:04.669325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:04.669862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:04.671050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:18:04.673175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:18:04.674932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:04.720950] [DEBUG] [MAG       ] ACEL: Last date is validated at 2025-11-14
[2025-11-16T05:18:04.772047] [DEBUG] [MAG       ] ASGN: Last date is validated at 2025-11-14
[2025-11-16T05:18:04.812263] [DEBUG] [MAG       ] NMR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:04.882062] [INFO ] [LOCAL     ] NMR: Saved forecast.
[2025-11-16T05:18:04.882337] [INFO ] [main      ] NMR: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=48.2856%)
[2025-11-16T05:18:04.882688] [INFO ] [main      ] Fetching symbol history for RHP...
[2025-11-16T05:18:04.883065] [DEBUG] [REMOTE    ] RHP: Fetching historical data.
[2025-11-16T05:18:04.883801] [INFO ] [main      ] Progress: 330/472 forecasts completed (69.9%). NMR finished in 0.6s. ETA: 25.1s. Rate: 339.32 forecasts/min
[2025-11-16T05:18:04.898529] [DEBUG] [REMOTE    ] RHP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:04.899367] [DEBUG] [LOCAL     ] Loaded configuration for RHP: 1 features, N/A% accuracy
[2025-11-16T05:18:04.899488] [INFO ] [LOCAL     ] RHP: Loaded 1 optimal features with 62.02% confidence from JSON config
[2025-11-16T05:18:04.899586] [DEBUG] [MAG       ] Building data for symbol: RHP with lookback: 0
[2025-11-16T05:18:04.900710] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:18:04.900857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:18:04.902506] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:04.908610] [DEBUG] [MAG       ] ACEL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:04.949870] [DEBUG] [MAG       ] ASGN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:04.990369] [INFO ] [LOCAL     ] ACEL: Saved forecast.
[2025-11-16T05:18:04.990493] [INFO ] [main      ] ACEL: Signal=1 (Conf=80.0%), Magnitude=-1.79% (Conf=48.5207%)
[2025-11-16T05:18:04.991014] [INFO ] [main      ] Fetching symbol history for ELV...
[2025-11-16T05:18:04.991084] [DEBUG] [REMOTE    ] ELV: Fetching historical data.
[2025-11-16T05:18:04.992321] [INFO ] [main      ] Progress: 331/472 forecasts completed (70.1%). ACEL finished in 0.7s. ETA: 24.9s. Rate: 339.72 forecasts/min
[2025-11-16T05:18:05.005837] [DEBUG] [REMOTE    ] ELV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:05.006524] [DEBUG] [LOCAL     ] Loaded configuration for ELV: 4 features, N/A% accuracy
[2025-11-16T05:18:05.006581] [INFO ] [LOCAL     ] ELV: Loaded 4 optimal features with 58.83% confidence from JSON config
[2025-11-16T05:18:05.006666] [DEBUG] [MAG       ] Building data for symbol: ELV with lookback: 0
[2025-11-16T05:18:05.007573] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:05.007674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:05.009519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:05.009431] [DEBUG] [MAG       ] DB: Last date is validated at 2025-11-14
[2025-11-16T05:18:05.010169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:05.010681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:18:05.073546] [INFO ] [LOCAL     ] ASGN: Saved forecast.
[2025-11-16T05:18:05.073679] [INFO ] [main      ] ASGN: Signal=1 (Conf=80.0%), Magnitude=1.44% (Conf=61.9295%)
[2025-11-16T05:18:05.074004] [INFO ] [main      ] Fetching symbol history for BKE...
[2025-11-16T05:18:05.074091] [DEBUG] [REMOTE    ] BKE: Fetching historical data.
[2025-11-16T05:18:05.075742] [INFO ] [main      ] Progress: 332/472 forecasts completed (70.3%). ASGN finished in 0.9s. ETA: 24.7s. Rate: 340.26 forecasts/min
[2025-11-16T05:18:05.087968] [DEBUG] [REMOTE    ] BKE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:05.088624] [DEBUG] [LOCAL     ] Loaded configuration for BKE: 6 features, N/A% accuracy
[2025-11-16T05:18:05.088729] [INFO ] [LOCAL     ] BKE: Loaded 6 optimal features with 50.07% confidence from JSON config
[2025-11-16T05:18:05.088775] [DEBUG] [MAG       ] Building data for symbol: BKE with lookback: 0
[2025-11-16T05:18:05.089681] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:05.089760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:05.091565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:05.092169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:05.092578] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:05.093552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:05.094236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:18:05.094969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:05.098057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:05.177492] [DEBUG] [MAG       ] DB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:05.267355] [INFO ] [LOCAL     ] DB: Saved forecast.
[2025-11-16T05:18:05.267624] [INFO ] [main      ] DB: Signal=1 (Conf=80.0%), Magnitude=0.20% (Conf=48.8642%)
[2025-11-16T05:18:05.267924] [INFO ] [main      ] Fetching symbol history for FPI...
[2025-11-16T05:18:05.268036] [DEBUG] [REMOTE    ] FPI: Fetching historical data.
[2025-11-16T05:18:05.268377] [INFO ] [main      ] Progress: 333/472 forecasts completed (70.6%). DB finished in 0.6s. ETA: 24.5s. Rate: 340.16 forecasts/min
[2025-11-16T05:18:05.277340] [DEBUG] [MAG       ] RHP: Last date is validated at 2025-11-14
[2025-11-16T05:18:05.280804] [DEBUG] [REMOTE    ] FPI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:05.281419] [DEBUG] [LOCAL     ] Loaded configuration for FPI: 3 features, N/A% accuracy
[2025-11-16T05:18:05.281474] [INFO ] [LOCAL     ] FPI: Loaded 3 optimal features with 56.29% confidence from JSON config
[2025-11-16T05:18:05.281512] [DEBUG] [MAG       ] Building data for symbol: FPI with lookback: 0
[2025-11-16T05:18:05.282328] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:05.282405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:05.287228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:05.288529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:05.290311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:05.444724] [DEBUG] [MAG       ] ELV: Last date is validated at 2025-11-14
[2025-11-16T05:18:05.450336] [DEBUG] [MAG       ] BKE: Last date is validated at 2025-11-14
[2025-11-16T05:18:05.456788] [DEBUG] [MAG       ] RHP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:05.581197] [INFO ] [LOCAL     ] RHP: Saved forecast.
[2025-11-16T05:18:05.581512] [INFO ] [main      ] RHP: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=62.0223%)
[2025-11-16T05:18:05.581819] [INFO ] [main      ] Fetching symbol history for NCA...
[2025-11-16T05:18:05.582146] [DEBUG] [REMOTE    ] NCA: Fetching historical data.
[2025-11-16T05:18:05.583304] [INFO ] [main      ] Progress: 334/472 forecasts completed (70.8%). RHP finished in 0.7s. ETA: 24.4s. Rate: 339.36 forecasts/min
[2025-11-16T05:18:05.596490] [DEBUG] [REMOTE    ] NCA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:05.597300] [DEBUG] [LOCAL     ] Loaded configuration for NCA: 9 features, N/A% accuracy
[2025-11-16T05:18:05.597429] [INFO ] [LOCAL     ] NCA: Loaded 9 optimal features with 26.18% confidence from JSON config
[2025-11-16T05:18:05.597528] [DEBUG] [MAG       ] Building data for symbol: NCA with lookback: 0
[2025-11-16T05:18:05.598567] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:18:05.598741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:05.604230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:05.606677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:05.611156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:05.612589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:05.620979] [DEBUG] [MAG       ] ELV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:05.628971] [DEBUG] [MAG       ] BKE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:05.630478] [DEBUG] [MAG       ] FPI: Last date is validated at 2025-11-14
[2025-11-16T05:18:05.728911] [INFO ] [LOCAL     ] BKE: Saved forecast.
[2025-11-16T05:18:05.729080] [INFO ] [main      ] BKE: Signal=1 (Conf=80.0%), Magnitude=1.14% (Conf=50.0694%)
[2025-11-16T05:18:05.729736] [INFO ] [main      ] Fetching symbol history for SGHC...
[2025-11-16T05:18:05.729714] [INFO ] [main      ] Progress: 335/472 forecasts completed (71.0%). BKE finished in 0.7s. ETA: 24.2s. Rate: 339.54 forecasts/min
[2025-11-16T05:18:05.729823] [DEBUG] [REMOTE    ] SGHC: Fetching historical data.
[2025-11-16T05:18:05.741205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:18:05.744882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:18:05.747594] [DEBUG] [REMOTE    ] SGHC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:05.748318] [DEBUG] [LOCAL     ] Loaded configuration for SGHC: 6 features, N/A% accuracy
[2025-11-16T05:18:05.748387] [INFO ] [LOCAL     ] SGHC: Loaded 6 optimal features with 54.31% confidence from JSON config
[2025-11-16T05:18:05.748427] [DEBUG] [MAG       ] Building data for symbol: SGHC with lookback: 0
[2025-11-16T05:18:05.749379] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:05.749462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:05.754830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:05.756823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:05.757356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:05.757850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:05.760567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:05.762471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:05.765535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:05.767099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:18:05.768381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:05.796014] [DEBUG] [MAG       ] FPI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:05.809044] [INFO ] [LOCAL     ] ELV: Saved forecast.
[2025-11-16T05:18:05.809306] [INFO ] [main      ] ELV: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=58.8301%)
[2025-11-16T05:18:05.809902] [INFO ] [main      ] Fetching symbol history for THO...
[2025-11-16T05:18:05.810026] [DEBUG] [REMOTE    ] THO: Fetching historical data.
[2025-11-16T05:18:05.810478] [INFO ] [main      ] Progress: 336/472 forecasts completed (71.2%). ELV finished in 0.8s. ETA: 24.0s. Rate: 340.09 forecasts/min
[2025-11-16T05:18:05.829307] [DEBUG] [REMOTE    ] THO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:05.830230] [DEBUG] [LOCAL     ] Loaded configuration for THO: 5 features, N/A% accuracy
[2025-11-16T05:18:05.830302] [INFO ] [LOCAL     ] THO: Loaded 5 optimal features with 53.64% confidence from JSON config
[2025-11-16T05:18:05.830385] [DEBUG] [MAG       ] Building data for symbol: THO with lookback: 0
[2025-11-16T05:18:05.831475] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:05.831557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:05.833772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:05.834391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:05.835450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:05.872730] [INFO ] [LOCAL     ] FPI: Saved forecast.
[2025-11-16T05:18:05.872918] [INFO ] [main      ] FPI: Signal=1 (Conf=80.0%), Magnitude=1.20% (Conf=56.2921%)
[2025-11-16T05:18:05.873494] [INFO ] [main      ] Fetching symbol history for SOJD...
[2025-11-16T05:18:05.873616] [DEBUG] [REMOTE    ] SOJD: Fetching historical data.
[2025-11-16T05:18:05.873728] [INFO ] [main      ] Progress: 337/472 forecasts completed (71.4%). FPI finished in 0.6s. ETA: 23.8s. Rate: 340.74 forecasts/min
[2025-11-16T05:18:05.881698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:18:05.885342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:05.886853] [DEBUG] [REMOTE    ] SOJD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:05.887693] [DEBUG] [LOCAL     ] Loaded configuration for SOJD: 4 features, N/A% accuracy
[2025-11-16T05:18:05.887758] [INFO ] [LOCAL     ] SOJD: Loaded 4 optimal features with 49.77% confidence from JSON config
[2025-11-16T05:18:05.887804] [DEBUG] [MAG       ] Building data for symbol: SOJD with lookback: 0
[2025-11-16T05:18:05.888663] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:05.888743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:05.891179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:05.892252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:05.894291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:18:05.899990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:06.123739] [DEBUG] [MAG       ] NCA: Last date is validated at 2025-11-14
[2025-11-16T05:18:06.137666] [DEBUG] [MAG       ] SGHC: Last date is validated at 2025-11-14
[2025-11-16T05:18:06.232249] [DEBUG] [MAG       ] SOJD: Last date is validated at 2025-11-14
[2025-11-16T05:18:06.245376] [DEBUG] [MAG       ] THO: Last date is validated at 2025-11-14
[2025-11-16T05:18:06.296809] [DEBUG] [MAG       ] NCA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:06.318576] [DEBUG] [MAG       ] SGHC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:06.376375] [INFO ] [LOCAL     ] NCA: Saved forecast.
[2025-11-16T05:18:06.376491] [INFO ] [main      ] NCA: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=26.1771%)
[2025-11-16T05:18:06.380613] [INFO ] [main      ] Fetching symbol history for AXS...
[2025-11-16T05:18:06.380974] [DEBUG] [REMOTE    ] AXS: Fetching historical data.
[2025-11-16T05:18:06.381982] [INFO ] [main      ] Progress: 338/472 forecasts completed (71.6%). NCA finished in 0.8s. ETA: 23.7s. Rate: 338.85 forecasts/min
[2025-11-16T05:18:06.395939] [DEBUG] [REMOTE    ] AXS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:06.396859] [DEBUG] [LOCAL     ] Loaded configuration for AXS: 1 features, N/A% accuracy
[2025-11-16T05:18:06.396937] [INFO ] [LOCAL     ] AXS: Loaded 1 optimal features with 58.03% confidence from JSON config
[2025-11-16T05:18:06.396979] [DEBUG] [MAG       ] Building data for symbol: AXS with lookback: 0
[2025-11-16T05:18:06.397936] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:18:06.398013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:06.402532] [DEBUG] [MAG       ] SOJD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:06.402865] [INFO ] [LOCAL     ] SGHC: Saved forecast.
[2025-11-16T05:18:06.402980] [INFO ] [main      ] SGHC: Signal=1 (Conf=80.0%), Magnitude=3.98% (Conf=54.3125%)
[2025-11-16T05:18:06.403202] [INFO ] [main      ] Fetching symbol history for D...
[2025-11-16T05:18:06.403256] [DEBUG] [REMOTE    ] D: Fetching historical data.
[2025-11-16T05:18:06.403244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:06.403916] [INFO ] [main      ] Progress: 339/472 forecasts completed (71.8%). SGHC finished in 0.7s. ETA: 23.5s. Rate: 339.72 forecasts/min
[2025-11-16T05:18:06.420083] [DEBUG] [REMOTE    ] D: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:06.421042] [DEBUG] [LOCAL     ] Loaded configuration for D: 4 features, N/A% accuracy
[2025-11-16T05:18:06.421112] [INFO ] [LOCAL     ] D: Loaded 4 optimal features with 58.03% confidence from JSON config
[2025-11-16T05:18:06.421150] [DEBUG] [MAG       ] Building data for symbol: D with lookback: 0
[2025-11-16T05:18:06.422342] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:06.422424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:06.424421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:06.425037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:18:06.429469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:18:06.430785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:06.432016] [DEBUG] [MAG       ] THO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:06.480369] [INFO ] [LOCAL     ] SOJD: Saved forecast.
[2025-11-16T05:18:06.480480] [INFO ] [main      ] SOJD: Signal=1 (Conf=80.0%), Magnitude=-1.12% (Conf=49.7675%)
[2025-11-16T05:18:06.480873] [INFO ] [main      ] Fetching symbol history for VKQ...
[2025-11-16T05:18:06.480938] [DEBUG] [REMOTE    ] VKQ: Fetching historical data.
[2025-11-16T05:18:06.482032] [INFO ] [main      ] Progress: 340/472 forecasts completed (72.0%). SOJD finished in 0.6s. ETA: 23.3s. Rate: 340.28 forecasts/min
[2025-11-16T05:18:06.493669] [DEBUG] [REMOTE    ] VKQ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:06.494462] [DEBUG] [LOCAL     ] Loaded configuration for VKQ: 4 features, N/A% accuracy
[2025-11-16T05:18:06.494526] [INFO ] [LOCAL     ] VKQ: Loaded 4 optimal features with 56.71% confidence from JSON config
[2025-11-16T05:18:06.494563] [DEBUG] [MAG       ] Building data for symbol: VKQ with lookback: 0
[2025-11-16T05:18:06.495404] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:06.495499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:06.496431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:06.498959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:06.584063] [INFO ] [LOCAL     ] THO: Saved forecast.
[2025-11-16T05:18:06.584415] [INFO ] [main      ] THO: Signal=1 (Conf=80.0%), Magnitude=0.95% (Conf=53.6412%)
[2025-11-16T05:18:06.585027] [INFO ] [main      ] Fetching symbol history for CCO...
[2025-11-16T05:18:06.585144] [DEBUG] [REMOTE    ] CCO: Fetching historical data.
[2025-11-16T05:18:06.585752] [INFO ] [main      ] Progress: 341/472 forecasts completed (72.2%). THO finished in 0.8s. ETA: 23.1s. Rate: 340.69 forecasts/min
[2025-11-16T05:18:06.600382] [DEBUG] [REMOTE    ] CCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:06.601203] [DEBUG] [LOCAL     ] Loaded configuration for CCO: 2 features, N/A% accuracy
[2025-11-16T05:18:06.601591] [INFO ] [LOCAL     ] CCO: Loaded 2 optimal features with 25.58% confidence from JSON config
[2025-11-16T05:18:06.601725] [DEBUG] [MAG       ] Building data for symbol: CCO with lookback: 0
[2025-11-16T05:18:06.602900] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:06.602994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:06.604203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:18:06.609123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:06.622327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:06.680225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:06.752223] [DEBUG] [MAG       ] AXS: Last date is validated at 2025-11-14
[2025-11-16T05:18:06.778127] [DEBUG] [MAG       ] D: Last date is validated at 2025-11-14
[2025-11-16T05:18:06.925380] [DEBUG] [MAG       ] AXS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:06.943082] [DEBUG] [MAG       ] CCO: Last date is validated at 2025-11-14
[2025-11-16T05:18:06.952084] [DEBUG] [MAG       ] D: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:07.011166] [DEBUG] [MAG       ] VKQ: Last date is validated at 2025-11-14
[2025-11-16T05:18:07.040317] [INFO ] [LOCAL     ] AXS: Saved forecast.
[2025-11-16T05:18:07.040445] [INFO ] [main      ] AXS: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=58.033%)
[2025-11-16T05:18:07.041031] [INFO ] [main      ] Fetching symbol history for CRM...
[2025-11-16T05:18:07.041102] [DEBUG] [REMOTE    ] CRM: Fetching historical data.
[2025-11-16T05:18:07.042331] [INFO ] [main      ] Progress: 342/472 forecasts completed (72.5%). AXS finished in 0.7s. ETA: 23.0s. Rate: 339.11 forecasts/min
[2025-11-16T05:18:07.056239] [DEBUG] [REMOTE    ] CRM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:07.056900] [DEBUG] [LOCAL     ] Loaded configuration for CRM: 5 features, N/A% accuracy
[2025-11-16T05:18:07.056964] [INFO ] [LOCAL     ] CRM: Loaded 5 optimal features with 46.99% confidence from JSON config
[2025-11-16T05:18:07.057002] [DEBUG] [MAG       ] Building data for symbol: CRM with lookback: 0
[2025-11-16T05:18:07.057941] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:07.058034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:07.060021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:07.060698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:18:07.063853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:18:07.065156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:07.066317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:07.109518] [DEBUG] [MAG       ] CCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:07.165738] [INFO ] [LOCAL     ] D: Saved forecast.
[2025-11-16T05:18:07.166142] [INFO ] [main      ] D: Signal=1 (Conf=80.0%), Magnitude=-0.04% (Conf=58.0291%)
[2025-11-16T05:18:07.166426] [INFO ] [main      ] Fetching symbol history for CNM...
[2025-11-16T05:18:07.166538] [DEBUG] [REMOTE    ] CNM: Fetching historical data.
[2025-11-16T05:18:07.167304] [INFO ] [main      ] Progress: 343/472 forecasts completed (72.7%). D finished in 0.8s. ETA: 22.8s. Rate: 339.41 forecasts/min
[2025-11-16T05:18:07.172092] [INFO ] [LOCAL     ] CCO: Saved forecast.
[2025-11-16T05:18:07.172204] [INFO ] [main      ] CCO: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=25.5845%)
[2025-11-16T05:18:07.172739] [INFO ] [main      ] Fetching symbol history for HSHP...
[2025-11-16T05:18:07.172827] [DEBUG] [REMOTE    ] HSHP: Fetching historical data.
[2025-11-16T05:18:07.173909] [INFO ] [main      ] Progress: 344/472 forecasts completed (72.9%). CCO finished in 0.6s. ETA: 22.6s. Rate: 340.36 forecasts/min
[2025-11-16T05:18:07.178428] [DEBUG] [MAG       ] VKQ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:07.182472] [DEBUG] [REMOTE    ] CNM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:07.183457] [DEBUG] [LOCAL     ] Loaded configuration for CNM: 5 features, N/A% accuracy
[2025-11-16T05:18:07.183522] [INFO ] [LOCAL     ] CNM: Loaded 5 optimal features with 50.37% confidence from JSON config
[2025-11-16T05:18:07.183560] [DEBUG] [MAG       ] Building data for symbol: CNM with lookback: 0
[2025-11-16T05:18:07.184501] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:07.184582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:07.185836] [DEBUG] [REMOTE    ] HSHP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:07.186776] [DEBUG] [LOCAL     ] Loaded configuration for HSHP: 5 features, N/A% accuracy
[2025-11-16T05:18:07.186851] [INFO ] [LOCAL     ] HSHP: Loaded 5 optimal features with 50.51% confidence from JSON config
[2025-11-16T05:18:07.186892] [DEBUG] [MAG       ] Building data for symbol: HSHP with lookback: 0
[2025-11-16T05:18:07.187776] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:07.187856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:07.189940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:18:07.190886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:07.192202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:18:07.192808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:07.193826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:07.195176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:07.196251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:18:07.196262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:07.197034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:07.198146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:07.241482] [INFO ] [LOCAL     ] VKQ: Saved forecast.
[2025-11-16T05:18:07.241590] [INFO ] [main      ] VKQ: Signal=1 (Conf=80.0%), Magnitude=-0.12% (Conf=56.7137%)
[2025-11-16T05:18:07.241813] [INFO ] [main      ] Fetching symbol history for UHAL...
[2025-11-16T05:18:07.241868] [DEBUG] [REMOTE    ] UHAL: Fetching historical data.
[2025-11-16T05:18:07.243128] [INFO ] [main      ] Progress: 345/472 forecasts completed (73.1%). VKQ finished in 0.8s. ETA: 22.3s. Rate: 340.96 forecasts/min
[2025-11-16T05:18:07.254946] [DEBUG] [REMOTE    ] UHAL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:07.255947] [DEBUG] [LOCAL     ] Loaded configuration for UHAL: 3 features, N/A% accuracy
[2025-11-16T05:18:07.256082] [INFO ] [LOCAL     ] UHAL: Loaded 3 optimal features with 54.06% confidence from JSON config
[2025-11-16T05:18:07.256137] [DEBUG] [MAG       ] Building data for symbol: UHAL with lookback: 0
[2025-11-16T05:18:07.257046] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:07.257186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:07.258045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:18:07.258815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:18:07.260609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:07.420729] [DEBUG] [MAG       ] CRM: Last date is validated at 2025-11-14
[2025-11-16T05:18:07.539662] [DEBUG] [MAG       ] HSHP: Last date is validated at 2025-11-14
[2025-11-16T05:18:07.542356] [DEBUG] [MAG       ] CNM: Last date is validated at 2025-11-14
[2025-11-16T05:18:07.591772] [DEBUG] [MAG       ] UHAL: Last date is validated at 2025-11-14
[2025-11-16T05:18:07.592637] [DEBUG] [MAG       ] CRM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:07.710583] [DEBUG] [MAG       ] CNM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:07.714617] [DEBUG] [MAG       ] HSHP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:07.754186] [INFO ] [LOCAL     ] CRM: Saved forecast.
[2025-11-16T05:18:07.754497] [INFO ] [main      ] CRM: Signal=1 (Conf=80.0%), Magnitude=2.81% (Conf=46.9857%)
[2025-11-16T05:18:07.755009] [INFO ] [main      ] Fetching symbol history for DOW...
[2025-11-16T05:18:07.755129] [DEBUG] [REMOTE    ] DOW: Fetching historical data.
[2025-11-16T05:18:07.755764] [INFO ] [main      ] Progress: 346/472 forecasts completed (73.3%). CRM finished in 0.7s. ETA: 22.3s. Rate: 339.08 forecasts/min
[2025-11-16T05:18:07.756460] [DEBUG] [MAG       ] UHAL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:07.769751] [DEBUG] [REMOTE    ] DOW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:07.770370] [DEBUG] [LOCAL     ] Loaded configuration for DOW: 5 features, N/A% accuracy
[2025-11-16T05:18:07.770557] [INFO ] [LOCAL     ] DOW: Loaded 5 optimal features with 51.95% confidence from JSON config
[2025-11-16T05:18:07.770687] [DEBUG] [MAG       ] Building data for symbol: DOW with lookback: 0
[2025-11-16T05:18:07.771671] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:07.771809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:07.773690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:07.774326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:07.774837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:07.776553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:18:07.777404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:07.787113] [INFO ] [LOCAL     ] HSHP: Saved forecast.
[2025-11-16T05:18:07.787316] [INFO ] [main      ] HSHP: Signal=1 (Conf=80.0%), Magnitude=-3.87% (Conf=50.5097%)
[2025-11-16T05:18:07.787595] [INFO ] [main      ] Fetching symbol history for SSTK...
[2025-11-16T05:18:07.787947] [DEBUG] [REMOTE    ] SSTK: Fetching historical data.
[2025-11-16T05:18:07.789762] [INFO ] [main      ] Progress: 347/472 forecasts completed (73.5%). HSHP finished in 0.6s. ETA: 22.1s. Rate: 339.87 forecasts/min
[2025-11-16T05:18:07.800730] [DEBUG] [REMOTE    ] SSTK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:07.801462] [DEBUG] [LOCAL     ] Loaded configuration for SSTK: 4 features, N/A% accuracy
[2025-11-16T05:18:07.801582] [INFO ] [LOCAL     ] SSTK: Loaded 4 optimal features with 54.66% confidence from JSON config
[2025-11-16T05:18:07.801706] [DEBUG] [MAG       ] Building data for symbol: SSTK with lookback: 0
[2025-11-16T05:18:07.802575] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:07.802751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:07.804524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:07.805133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:07.805876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:18:07.810398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:07.850007] [INFO ] [LOCAL     ] CNM: Saved forecast.
[2025-11-16T05:18:07.850117] [INFO ] [main      ] CNM: Signal=1 (Conf=80.0%), Magnitude=-0.20% (Conf=50.3671%)
[2025-11-16T05:18:07.850297] [INFO ] [main      ] Fetching symbol history for VYX...
[2025-11-16T05:18:07.850373] [DEBUG] [REMOTE    ] VYX: Fetching historical data.
[2025-11-16T05:18:07.851086] [INFO ] [main      ] Progress: 348/472 forecasts completed (73.7%). CNM finished in 0.7s. ETA: 21.8s. Rate: 340.51 forecasts/min
[2025-11-16T05:18:07.860855] [INFO ] [LOCAL     ] UHAL: Saved forecast.
[2025-11-16T05:18:07.861210] [INFO ] [main      ] UHAL: Signal=1 (Conf=80.0%), Magnitude=1.10% (Conf=54.0618%)
[2025-11-16T05:18:07.861860] [INFO ] [main      ] Progress: 349/472 forecasts completed (73.9%). UHAL finished in 0.6s. ETA: 21.6s. Rate: 341.43 forecasts/min
[2025-11-16T05:18:07.861740] [INFO ] [main      ] Fetching symbol history for ETY...
[2025-11-16T05:18:07.862060] [DEBUG] [REMOTE    ] ETY: Fetching historical data.
[2025-11-16T05:18:07.863454] [DEBUG] [REMOTE    ] VYX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:07.864010] [DEBUG] [LOCAL     ] Loaded configuration for VYX: 5 features, N/A% accuracy
[2025-11-16T05:18:07.864072] [INFO ] [LOCAL     ] VYX: Loaded 5 optimal features with 52.64% confidence from JSON config
[2025-11-16T05:18:07.864116] [DEBUG] [MAG       ] Building data for symbol: VYX with lookback: 0
[2025-11-16T05:18:07.864956] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:07.865031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:07.866806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:07.867337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:07.867759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:07.878049] [DEBUG] [REMOTE    ] ETY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:07.878913] [DEBUG] [LOCAL     ] Loaded configuration for ETY: 6 features, N/A% accuracy
[2025-11-16T05:18:07.878992] [INFO ] [LOCAL     ] ETY: Loaded 6 optimal features with 49.79% confidence from JSON config
[2025-11-16T05:18:07.879103] [DEBUG] [MAG       ] Building data for symbol: ETY with lookback: 0
[2025-11-16T05:18:07.880155] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:07.880255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:07.882330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:07.883046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:07.883494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:07.884409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:07.887032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:18:07.888239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:07.993901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:18:08.014086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:08.122558] [DEBUG] [MAG       ] DOW: Last date is validated at 2025-11-14
[2025-11-16T05:18:08.147914] [DEBUG] [MAG       ] SSTK: Last date is validated at 2025-11-14
[2025-11-16T05:18:08.244958] [DEBUG] [MAG       ] ETY: Last date is validated at 2025-11-14
[2025-11-16T05:18:08.299094] [DEBUG] [MAG       ] DOW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:08.315522] [DEBUG] [MAG       ] SSTK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:08.355171] [DEBUG] [MAG       ] VYX: Last date is validated at 2025-11-14
[2025-11-16T05:18:08.400293] [INFO ] [LOCAL     ] DOW: Saved forecast.
[2025-11-16T05:18:08.400631] [INFO ] [main      ] DOW: Signal=1 (Conf=80.0%), Magnitude=-0.81% (Conf=51.9547%)
[2025-11-16T05:18:08.401200] [INFO ] [main      ] Fetching symbol history for SCHW...
[2025-11-16T05:18:08.401275] [DEBUG] [REMOTE    ] SCHW: Fetching historical data.
[2025-11-16T05:18:08.402756] [INFO ] [main      ] Progress: 350/472 forecasts completed (74.2%). DOW finished in 0.6s. ETA: 21.6s. Rate: 339.42 forecasts/min
[2025-11-16T05:18:08.412697] [INFO ] [LOCAL     ] SSTK: Saved forecast.
[2025-11-16T05:18:08.413007] [INFO ] [main      ] SSTK: Signal=1 (Conf=80.0%), Magnitude=1.86% (Conf=54.6645%)
[2025-11-16T05:18:08.413455] [INFO ] [main      ] Fetching symbol history for ITW...
[2025-11-16T05:18:08.413573] [DEBUG] [REMOTE    ] ITW: Fetching historical data.
[2025-11-16T05:18:08.413743] [INFO ] [main      ] Progress: 351/472 forecasts completed (74.4%). SSTK finished in 0.6s. ETA: 21.3s. Rate: 340.33 forecasts/min
[2025-11-16T05:18:08.416882] [DEBUG] [REMOTE    ] SCHW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:08.417592] [DEBUG] [LOCAL     ] Loaded configuration for SCHW: 6 features, N/A% accuracy
[2025-11-16T05:18:08.417673] [INFO ] [LOCAL     ] SCHW: Loaded 6 optimal features with 62.07% confidence from JSON config
[2025-11-16T05:18:08.417722] [DEBUG] [MAG       ] Building data for symbol: SCHW with lookback: 0
[2025-11-16T05:18:08.418735] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:08.418818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:08.420733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:08.421351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:08.421851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:08.422287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:18:08.423104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:18:08.424387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:08.426373] [DEBUG] [REMOTE    ] ITW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:08.427219] [DEBUG] [LOCAL     ] Loaded configuration for ITW: 2 features, N/A% accuracy
[2025-11-16T05:18:08.427281] [INFO ] [LOCAL     ] ITW: Loaded 2 optimal features with 54.35% confidence from JSON config
[2025-11-16T05:18:08.427319] [DEBUG] [MAG       ] Building data for symbol: ITW with lookback: 0
[2025-11-16T05:18:08.428153] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:08.428228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:08.433103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:08.482001] [DEBUG] [MAG       ] ETY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:08.525448] [DEBUG] [MAG       ] VYX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:08.552592] [INFO ] [LOCAL     ] ETY: Saved forecast.
[2025-11-16T05:18:08.552960] [INFO ] [main      ] ETY: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=49.7934%)
[2025-11-16T05:18:08.553213] [INFO ] [main      ] Fetching symbol history for U...
[2025-11-16T05:18:08.553327] [DEBUG] [REMOTE    ] U: Fetching historical data.
[2025-11-16T05:18:08.553726] [INFO ] [main      ] Progress: 352/472 forecasts completed (74.6%). ETY finished in 0.7s. ETA: 21.1s. Rate: 340.52 forecasts/min
[2025-11-16T05:18:08.564589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:08.566946] [DEBUG] [REMOTE    ] U: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:08.567866] [DEBUG] [LOCAL     ] Loaded configuration for U: 0 features, N/A% accuracy
[2025-11-16T05:18:08.567948] [INFO ] [LOCAL     ] U: Loaded 0 optimal features with 40.08% confidence from JSON config
[2025-11-16T05:18:08.567997] [DEBUG] [MAG       ] Building data for symbol: U with lookback: 0
[2025-11-16T05:18:08.568887] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:18:08.609539] [INFO ] [LOCAL     ] VYX: Saved forecast.
[2025-11-16T05:18:08.609658] [INFO ] [main      ] VYX: Signal=1 (Conf=80.0%), Magnitude=-1.76% (Conf=52.6362%)
[2025-11-16T05:18:08.609866] [INFO ] [main      ] Fetching symbol history for RTO...
[2025-11-16T05:18:08.609924] [DEBUG] [REMOTE    ] RTO: Fetching historical data.
[2025-11-16T05:18:08.611494] [INFO ] [main      ] Progress: 353/472 forecasts completed (74.8%). VYX finished in 0.8s. ETA: 20.9s. Rate: 341.17 forecasts/min
[2025-11-16T05:18:08.623045] [DEBUG] [REMOTE    ] RTO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:08.623786] [DEBUG] [LOCAL     ] Loaded configuration for RTO: 6 features, N/A% accuracy
[2025-11-16T05:18:08.623849] [INFO ] [LOCAL     ] RTO: Loaded 6 optimal features with 53.54% confidence from JSON config
[2025-11-16T05:18:08.623893] [DEBUG] [MAG       ] Building data for symbol: RTO with lookback: 0
[2025-11-16T05:18:08.624721] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:08.624805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:08.630460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:08.632309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:08.632818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:08.633294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:08.633710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:08.694165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:08.774348] [DEBUG] [MAG       ] SCHW: Last date is validated at 2025-11-14
[2025-11-16T05:18:08.903698] [DEBUG] [MAG       ] ITW: Last date is validated at 2025-11-14
[2025-11-16T05:18:08.925020] [DEBUG] [MAG       ] U: Last date is validated at 2025-11-14
[2025-11-16T05:18:08.948808] [DEBUG] [MAG       ] SCHW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:09.034333] [DEBUG] [MAG       ] RTO: Last date is validated at 2025-11-14
[2025-11-16T05:18:09.071881] [DEBUG] [MAG       ] ITW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:09.073754] [INFO ] [LOCAL     ] SCHW: Saved forecast.
[2025-11-16T05:18:09.073875] [INFO ] [main      ] SCHW: Signal=1 (Conf=80.0%), Magnitude=0.91% (Conf=62.0723%)
[2025-11-16T05:18:09.074328] [INFO ] [main      ] Fetching symbol history for IHD...
[2025-11-16T05:18:09.074386] [DEBUG] [REMOTE    ] IHD: Fetching historical data.
[2025-11-16T05:18:09.074778] [INFO ] [main      ] Progress: 354/472 forecasts completed (75.0%). SCHW finished in 0.7s. ETA: 20.8s. Rate: 339.61 forecasts/min
[2025-11-16T05:18:09.089512] [DEBUG] [REMOTE    ] IHD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:09.090576] [DEBUG] [LOCAL     ] Loaded configuration for IHD: 3 features, N/A% accuracy
[2025-11-16T05:18:09.090728] [INFO ] [LOCAL     ] IHD: Loaded 3 optimal features with 25.63% confidence from JSON config
[2025-11-16T05:18:09.090827] [DEBUG] [MAG       ] Building data for symbol: IHD with lookback: 0
[2025-11-16T05:18:09.092061] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:09.092152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:18:09.099273] [DEBUG] [MAG       ] U: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:09.110296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:09.111935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:18:09.113858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:09.204939] [DEBUG] [MAG       ] RTO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:09.206458] [INFO ] [LOCAL     ] U: Saved forecast.
[2025-11-16T05:18:09.206561] [INFO ] [main      ] U: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=40.0781%)
[2025-11-16T05:18:09.206797] [INFO ] [main      ] Fetching symbol history for NCV...
[2025-11-16T05:18:09.206880] [DEBUG] [REMOTE    ] NCV: Fetching historical data.
[2025-11-16T05:18:09.207973] [INFO ] [main      ] Progress: 355/472 forecasts completed (75.2%). U finished in 0.7s. ETA: 20.7s. Rate: 339.84 forecasts/min
[2025-11-16T05:18:09.219164] [INFO ] [LOCAL     ] ITW: Saved forecast.
[2025-11-16T05:18:09.219295] [INFO ] [main      ] ITW: Signal=1 (Conf=80.0%), Magnitude=1.31% (Conf=54.351%)
[2025-11-16T05:18:09.219522] [DEBUG] [REMOTE    ] NCV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:09.219712] [INFO ] [main      ] Fetching symbol history for SGU...
[2025-11-16T05:18:09.219826] [DEBUG] [REMOTE    ] SGU: Fetching historical data.
[2025-11-16T05:18:09.220225] [INFO ] [main      ] Progress: 356/472 forecasts completed (75.4%). ITW finished in 0.8s. ETA: 20.4s. Rate: 340.73 forecasts/min
[2025-11-16T05:18:09.220556] [DEBUG] [LOCAL     ] Loaded configuration for NCV: 5 features, N/A% accuracy
[2025-11-16T05:18:09.220614] [INFO ] [LOCAL     ] NCV: Loaded 5 optimal features with 51.21% confidence from JSON config
[2025-11-16T05:18:09.220680] [DEBUG] [MAG       ] Building data for symbol: NCV with lookback: 0
[2025-11-16T05:18:09.221469] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:09.221548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:09.226349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:09.227354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:09.229045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:09.232558] [DEBUG] [REMOTE    ] SGU: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:09.233110] [DEBUG] [LOCAL     ] Loaded configuration for SGU: 5 features, N/A% accuracy
[2025-11-16T05:18:09.233229] [INFO ] [LOCAL     ] SGU: Loaded 5 optimal features with 56.42% confidence from JSON config
[2025-11-16T05:18:09.233329] [DEBUG] [MAG       ] Building data for symbol: SGU with lookback: 0
[2025-11-16T05:18:09.234197] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:09.234515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:09.235490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:09.236894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:18:09.241264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:18:09.242013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:18:09.243326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:09.284630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:18:09.285481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:09.304416] [INFO ] [LOCAL     ] RTO: Saved forecast.
[2025-11-16T05:18:09.304521] [INFO ] [main      ] RTO: Signal=1 (Conf=80.0%), Magnitude=3.37% (Conf=53.5394%)
[2025-11-16T05:18:09.304738] [INFO ] [main      ] Fetching symbol history for URI...
[2025-11-16T05:18:09.304798] [DEBUG] [REMOTE    ] URI: Fetching historical data.
[2025-11-16T05:18:09.306239] [INFO ] [main      ] Progress: 357/472 forecasts completed (75.6%). RTO finished in 0.7s. ETA: 20.2s. Rate: 341.22 forecasts/min
[2025-11-16T05:18:09.317170] [DEBUG] [REMOTE    ] URI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:09.317962] [DEBUG] [LOCAL     ] Loaded configuration for URI: 6 features, N/A% accuracy
[2025-11-16T05:18:09.318049] [INFO ] [LOCAL     ] URI: Loaded 6 optimal features with 55.95% confidence from JSON config
[2025-11-16T05:18:09.318153] [DEBUG] [MAG       ] Building data for symbol: URI with lookback: 0
[2025-11-16T05:18:09.319044] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:09.319130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:09.323950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:09.325811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:09.326305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:09.326844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:09.329222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:09.330311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:09.467520] [DEBUG] [MAG       ] IHD: Last date is validated at 2025-11-14
[2025-11-16T05:18:09.580831] [DEBUG] [MAG       ] SGU: Last date is validated at 2025-11-14
[2025-11-16T05:18:09.621974] [DEBUG] [MAG       ] NCV: Last date is validated at 2025-11-14
[2025-11-16T05:18:09.641122] [DEBUG] [MAG       ] IHD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:09.674894] [DEBUG] [MAG       ] URI: Last date is validated at 2025-11-14
[2025-11-16T05:18:09.751600] [DEBUG] [MAG       ] SGU: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:09.781451] [INFO ] [LOCAL     ] IHD: Saved forecast.
[2025-11-16T05:18:09.781702] [INFO ] [main      ] IHD: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=25.6287%)
[2025-11-16T05:18:09.782022] [INFO ] [main      ] Fetching symbol history for ALK...
[2025-11-16T05:18:09.782146] [DEBUG] [REMOTE    ] ALK: Fetching historical data.
[2025-11-16T05:18:09.783282] [INFO ] [main      ] Progress: 358/472 forecasts completed (75.8%). IHD finished in 0.7s. ETA: 20.1s. Rate: 339.60 forecasts/min
[2025-11-16T05:18:09.793207] [DEBUG] [MAG       ] NCV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:09.797366] [DEBUG] [REMOTE    ] ALK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:09.798024] [DEBUG] [LOCAL     ] Loaded configuration for ALK: 4 features, N/A% accuracy
[2025-11-16T05:18:09.798090] [INFO ] [LOCAL     ] ALK: Loaded 4 optimal features with 52.02% confidence from JSON config
[2025-11-16T05:18:09.798129] [DEBUG] [MAG       ] Building data for symbol: ALK with lookback: 0
[2025-11-16T05:18:09.799024] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:09.799117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:09.800955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:09.801537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:09.801966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:18:09.803171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:09.863466] [DEBUG] [MAG       ] URI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:09.863426] [INFO ] [LOCAL     ] NCV: Saved forecast.
[2025-11-16T05:18:09.863800] [INFO ] [main      ] NCV: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=51.2072%)
[2025-11-16T05:18:09.864235] [INFO ] [main      ] Fetching symbol history for SVV...
[2025-11-16T05:18:09.864350] [DEBUG] [REMOTE    ] SVV: Fetching historical data.
[2025-11-16T05:18:09.864760] [INFO ] [main      ] Progress: 359/472 forecasts completed (76.1%). NCV finished in 0.7s. ETA: 19.9s. Rate: 340.11 forecasts/min
[2025-11-16T05:18:09.877137] [DEBUG] [REMOTE    ] SVV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:09.877822] [DEBUG] [LOCAL     ] Loaded configuration for SVV: 5 features, N/A% accuracy
[2025-11-16T05:18:09.877944] [INFO ] [LOCAL     ] SVV: Loaded 5 optimal features with 45.83% confidence from JSON config
[2025-11-16T05:18:09.878077] [DEBUG] [MAG       ] Building data for symbol: SVV with lookback: 0
[2025-11-16T05:18:09.878968] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:09.879126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:09.880092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:09.882612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:09.883787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:09.885835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:18:09.887188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:09.895482] [INFO ] [LOCAL     ] SGU: Saved forecast.
[2025-11-16T05:18:09.895709] [INFO ] [main      ] SGU: Signal=1 (Conf=80.0%), Magnitude=0.17% (Conf=56.425%)
[2025-11-16T05:18:09.896252] [INFO ] [main      ] Progress: 360/472 forecasts completed (76.3%). SGU finished in 0.7s. ETA: 19.7s. Rate: 340.89 forecasts/min
[2025-11-16T05:18:09.896479] [INFO ] [main      ] Fetching symbol history for GDDY...
[2025-11-16T05:18:09.896586] [DEBUG] [REMOTE    ] GDDY: Fetching historical data.
[2025-11-16T05:18:09.909182] [DEBUG] [REMOTE    ] GDDY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:09.910146] [DEBUG] [LOCAL     ] Loaded configuration for GDDY: 5 features, N/A% accuracy
[2025-11-16T05:18:09.910266] [INFO ] [LOCAL     ] GDDY: Loaded 5 optimal features with 58.09% confidence from JSON config
[2025-11-16T05:18:09.910365] [DEBUG] [MAG       ] Building data for symbol: GDDY with lookback: 0
[2025-11-16T05:18:09.911238] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:09.911372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:09.913221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:09.913833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:18:10.001370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:18:10.002237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:18:10.005197] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:10.071095] [INFO ] [LOCAL     ] URI: Saved forecast.
[2025-11-16T05:18:10.071228] [INFO ] [main      ] URI: Signal=1 (Conf=80.0%), Magnitude=-0.36% (Conf=55.9471%)
[2025-11-16T05:18:10.071900] [INFO ] [main      ] Fetching symbol history for NEE...
[2025-11-16T05:18:10.072140] [DEBUG] [REMOTE    ] NEE: Fetching historical data.
[2025-11-16T05:18:10.072735] [INFO ] [main      ] Progress: 361/472 forecasts completed (76.5%). URI finished in 0.8s. ETA: 19.5s. Rate: 340.88 forecasts/min
[2025-11-16T05:18:10.087484] [DEBUG] [REMOTE    ] NEE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:10.088540] [DEBUG] [LOCAL     ] Loaded configuration for NEE: 6 features, N/A% accuracy
[2025-11-16T05:18:10.088608] [INFO ] [LOCAL     ] NEE: Loaded 6 optimal features with 52.20% confidence from JSON config
[2025-11-16T05:18:10.088670] [DEBUG] [MAG       ] Building data for symbol: NEE with lookback: 0
[2025-11-16T05:18:10.089666] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:10.089750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:10.094839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:10.096776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:10.097301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:10.098277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:18:10.099006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:18:10.100059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:10.146791] [DEBUG] [MAG       ] ALK: Last date is validated at 2025-11-14
[2025-11-16T05:18:10.221155] [DEBUG] [MAG       ] SVV: Last date is validated at 2025-11-14
[2025-11-16T05:18:10.319864] [DEBUG] [MAG       ] ALK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:10.338379] [DEBUG] [MAG       ] GDDY: Last date is validated at 2025-11-14
[2025-11-16T05:18:10.388140] [DEBUG] [MAG       ] SVV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:10.435711] [INFO ] [LOCAL     ] ALK: Saved forecast.
[2025-11-16T05:18:10.435842] [INFO ] [main      ] ALK: Signal=1 (Conf=80.0%), Magnitude=3.45% (Conf=52.0213%)
[2025-11-16T05:18:10.436395] [INFO ] [main      ] Fetching symbol history for VRTS...
[2025-11-16T05:18:10.436465] [DEBUG] [REMOTE    ] VRTS: Fetching historical data.
[2025-11-16T05:18:10.436748] [INFO ] [main      ] Progress: 362/472 forecasts completed (76.7%). ALK finished in 0.7s. ETA: 19.4s. Rate: 339.88 forecasts/min
[2025-11-16T05:18:10.451038] [DEBUG] [REMOTE    ] VRTS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:10.451863] [DEBUG] [MAG       ] NEE: Last date is validated at 2025-11-14
[2025-11-16T05:18:10.452107] [DEBUG] [LOCAL     ] Loaded configuration for VRTS: 4 features, N/A% accuracy
[2025-11-16T05:18:10.452191] [INFO ] [LOCAL     ] VRTS: Loaded 4 optimal features with 52.71% confidence from JSON config
[2025-11-16T05:18:10.452248] [DEBUG] [MAG       ] Building data for symbol: VRTS with lookback: 0
[2025-11-16T05:18:10.453291] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:10.453388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:10.458469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:10.460372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:10.460925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:10.462951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:10.508044] [DEBUG] [MAG       ] GDDY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:10.586486] [INFO ] [LOCAL     ] SVV: Saved forecast.
[2025-11-16T05:18:10.586585] [INFO ] [main      ] SVV: Signal=1 (Conf=80.0%), Magnitude=-3.26% (Conf=45.8327%)
[2025-11-16T05:18:10.586826] [INFO ] [main      ] Fetching symbol history for BXP...
[2025-11-16T05:18:10.586887] [DEBUG] [REMOTE    ] BXP: Fetching historical data.
[2025-11-16T05:18:10.587349] [INFO ] [main      ] Progress: 363/472 forecasts completed (76.9%). SVV finished in 0.7s. ETA: 19.2s. Rate: 340.02 forecasts/min
[2025-11-16T05:18:10.599798] [DEBUG] [REMOTE    ] BXP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:10.600548] [DEBUG] [LOCAL     ] Loaded configuration for BXP: 6 features, N/A% accuracy
[2025-11-16T05:18:10.600612] [INFO ] [LOCAL     ] BXP: Loaded 6 optimal features with 40.09% confidence from JSON config
[2025-11-16T05:18:10.600677] [DEBUG] [MAG       ] Building data for symbol: BXP with lookback: 0
[2025-11-16T05:18:10.601469] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:10.601546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:10.606546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:10.608449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:10.609126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:10.609531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:10.653131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:10.654207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:10.657162] [DEBUG] [MAG       ] NEE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:10.676691] [INFO ] [LOCAL     ] GDDY: Saved forecast.
[2025-11-16T05:18:10.676911] [INFO ] [main      ] GDDY: Signal=1 (Conf=80.0%), Magnitude=0.81% (Conf=58.0854%)
[2025-11-16T05:18:10.677193] [INFO ] [main      ] Fetching symbol history for COMP...
[2025-11-16T05:18:10.677467] [DEBUG] [REMOTE    ] COMP: Fetching historical data.
[2025-11-16T05:18:10.678505] [INFO ] [main      ] Progress: 364/472 forecasts completed (77.1%). GDDY finished in 0.8s. ETA: 19.0s. Rate: 340.47 forecasts/min
[2025-11-16T05:18:10.690153] [DEBUG] [REMOTE    ] COMP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:10.691179] [DEBUG] [LOCAL     ] Loaded configuration for COMP: 6 features, N/A% accuracy
[2025-11-16T05:18:10.691298] [INFO ] [LOCAL     ] COMP: Loaded 6 optimal features with 50.89% confidence from JSON config
[2025-11-16T05:18:10.691395] [DEBUG] [MAG       ] Building data for symbol: COMP with lookback: 0
[2025-11-16T05:18:10.692275] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:10.692408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:10.697544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:10.699590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:10.700199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:10.700683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:18:10.701401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:18:10.702203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:10.791283] [INFO ] [LOCAL     ] NEE: Saved forecast.
[2025-11-16T05:18:10.791554] [INFO ] [main      ] NEE: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=52.197%)
[2025-11-16T05:18:10.792121] [INFO ] [main      ] Fetching symbol history for OUT...
[2025-11-16T05:18:10.792239] [DEBUG] [REMOTE    ] OUT: Fetching historical data.
[2025-11-16T05:18:10.792768] [INFO ] [main      ] Progress: 365/472 forecasts completed (77.3%). NEE finished in 0.7s. ETA: 18.8s. Rate: 340.80 forecasts/min
[2025-11-16T05:18:10.807358] [DEBUG] [REMOTE    ] OUT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:10.808386] [DEBUG] [LOCAL     ] Loaded configuration for OUT: 10 features, N/A% accuracy
[2025-11-16T05:18:10.808514] [INFO ] [LOCAL     ] OUT: Loaded 10 optimal features with 45.58% confidence from JSON config
[2025-11-16T05:18:10.808614] [DEBUG] [MAG       ] Building data for symbol: OUT with lookback: 0
[2025-11-16T05:18:10.810003] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:18:10.810094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:10.815371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:18:10.816207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:18:10.816956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:10.818819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:10.819330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:10.820503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:18:10.822365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:18:10.823446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:18:10.824167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:18:10.824915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:10.825522] [DEBUG] [MAG       ] VRTS: Last date is validated at 2025-11-14
[2025-11-16T05:18:10.994364] [DEBUG] [MAG       ] BXP: Last date is validated at 2025-11-14
[2025-11-16T05:18:11.005672] [DEBUG] [MAG       ] VRTS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:11.040491] [DEBUG] [MAG       ] COMP: Last date is validated at 2025-11-14
[2025-11-16T05:18:11.149914] [INFO ] [LOCAL     ] VRTS: Saved forecast.
[2025-11-16T05:18:11.150030] [INFO ] [main      ] VRTS: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=52.71%)
[2025-11-16T05:18:11.150260] [INFO ] [main      ] Fetching symbol history for VICI...
[2025-11-16T05:18:11.150315] [DEBUG] [REMOTE    ] VICI: Fetching historical data.
[2025-11-16T05:18:11.151765] [INFO ] [main      ] Progress: 366/472 forecasts completed (77.5%). VRTS finished in 0.7s. ETA: 18.7s. Rate: 339.83 forecasts/min
[2025-11-16T05:18:11.164372] [DEBUG] [MAG       ] BXP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:11.166298] [DEBUG] [REMOTE    ] VICI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:11.167012] [DEBUG] [LOCAL     ] Loaded configuration for VICI: 6 features, N/A% accuracy
[2025-11-16T05:18:11.167081] [INFO ] [LOCAL     ] VICI: Loaded 6 optimal features with 47.95% confidence from JSON config
[2025-11-16T05:18:11.167123] [DEBUG] [MAG       ] Building data for symbol: VICI with lookback: 0
[2025-11-16T05:18:11.168147] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:11.168232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:11.173572] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:11.175921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:11.176455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:11.176789] [DEBUG] [MAG       ] OUT: Last date is validated at 2025-11-14
[2025-11-16T05:18:11.207349] [DEBUG] [MAG       ] COMP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:11.233584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:11.234842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:18:11.236787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:11.282563] [INFO ] [LOCAL     ] BXP: Saved forecast.
[2025-11-16T05:18:11.282691] [INFO ] [main      ] BXP: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=40.0929%)
[2025-11-16T05:18:11.282903] [INFO ] [main      ] Fetching symbol history for CXM...
[2025-11-16T05:18:11.282957] [DEBUG] [REMOTE    ] CXM: Fetching historical data.
[2025-11-16T05:18:11.283770] [INFO ] [LOCAL     ] COMP: Saved forecast.
[2025-11-16T05:18:11.284141] [INFO ] [main      ] Progress: 367/472 forecasts completed (77.8%). BXP finished in 0.7s. ETA: 18.5s. Rate: 340.06 forecasts/min
[2025-11-16T05:18:11.283990] [INFO ] [main      ] COMP: Signal=1 (Conf=80.0%), Magnitude=-0.47% (Conf=50.8868%)
[2025-11-16T05:18:11.284675] [INFO ] [main      ] Progress: 368/472 forecasts completed (78.0%). COMP finished in 0.6s. ETA: 18.3s. Rate: 340.99 forecasts/min
[2025-11-16T05:18:11.284849] [INFO ] [main      ] Fetching symbol history for GAM...
[2025-11-16T05:18:11.284954] [DEBUG] [REMOTE    ] GAM: Fetching historical data.
[2025-11-16T05:18:11.294939] [DEBUG] [REMOTE    ] CXM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:11.295453] [DEBUG] [LOCAL     ] Loaded configuration for CXM: 4 features, N/A% accuracy
[2025-11-16T05:18:11.295507] [INFO ] [LOCAL     ] CXM: Loaded 4 optimal features with 49.40% confidence from JSON config
[2025-11-16T05:18:11.295543] [DEBUG] [MAG       ] Building data for symbol: CXM with lookback: 0
[2025-11-16T05:18:11.296346] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:11.296424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:11.297214] [DEBUG] [REMOTE    ] GAM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:11.297749] [DEBUG] [LOCAL     ] Loaded configuration for GAM: 5 features, N/A% accuracy
[2025-11-16T05:18:11.297870] [INFO ] [LOCAL     ] GAM: Loaded 5 optimal features with 55.66% confidence from JSON config
[2025-11-16T05:18:11.297967] [DEBUG] [MAG       ] Building data for symbol: GAM with lookback: 0
[2025-11-16T05:18:11.298153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:11.298723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:11.298889] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:11.299022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:11.299786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:18:11.302480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:11.304073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:11.305130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:11.307656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:11.308961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:11.310809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:11.349614] [DEBUG] [MAG       ] OUT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:11.446010] [INFO ] [LOCAL     ] OUT: Saved forecast.
[2025-11-16T05:18:11.446142] [INFO ] [main      ] OUT: Signal=1 (Conf=80.0%), Magnitude=1.76% (Conf=45.5806%)
[2025-11-16T05:18:11.446393] [INFO ] [main      ] Fetching symbol history for GFL...
[2025-11-16T05:18:11.446449] [DEBUG] [REMOTE    ] GFL: Fetching historical data.
[2025-11-16T05:18:11.447280] [INFO ] [main      ] Progress: 369/472 forecasts completed (78.2%). OUT finished in 0.7s. ETA: 18.1s. Rate: 341.06 forecasts/min
[2025-11-16T05:18:11.461232] [DEBUG] [REMOTE    ] GFL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:11.462145] [DEBUG] [LOCAL     ] Loaded configuration for GFL: 6 features, N/A% accuracy
[2025-11-16T05:18:11.462268] [INFO ] [LOCAL     ] GFL: Loaded 6 optimal features with 59.06% confidence from JSON config
[2025-11-16T05:18:11.462366] [DEBUG] [MAG       ] Building data for symbol: GFL with lookback: 0
[2025-11-16T05:18:11.463395] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:11.463535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:11.468885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:11.470872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:11.471413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:11.471861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:11.472620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:11.474535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:11.585476] [DEBUG] [MAG       ] VICI: Last date is validated at 2025-11-14
[2025-11-16T05:18:11.637841] [DEBUG] [MAG       ] CXM: Last date is validated at 2025-11-14
[2025-11-16T05:18:11.667497] [DEBUG] [MAG       ] GAM: Last date is validated at 2025-11-14
[2025-11-16T05:18:11.774228] [DEBUG] [MAG       ] VICI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:11.809414] [DEBUG] [MAG       ] CXM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:11.835050] [DEBUG] [MAG       ] GFL: Last date is validated at 2025-11-14
[2025-11-16T05:18:11.841253] [DEBUG] [MAG       ] GAM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:11.869554] [INFO ] [LOCAL     ] VICI: Saved forecast.
[2025-11-16T05:18:11.869698] [INFO ] [main      ] VICI: Signal=1 (Conf=80.0%), Magnitude=-0.08% (Conf=47.9537%)
[2025-11-16T05:18:11.869952] [INFO ] [main      ] Fetching symbol history for RSG...
[2025-11-16T05:18:11.870015] [DEBUG] [REMOTE    ] RSG: Fetching historical data.
[2025-11-16T05:18:11.871308] [INFO ] [main      ] Progress: 370/472 forecasts completed (78.4%). VICI finished in 0.7s. ETA: 18.0s. Rate: 339.76 forecasts/min
[2025-11-16T05:18:11.883793] [INFO ] [LOCAL     ] CXM: Saved forecast.
[2025-11-16T05:18:11.883931] [INFO ] [main      ] CXM: Signal=1 (Conf=80.0%), Magnitude=-0.87% (Conf=49.4042%)
[2025-11-16T05:18:11.884278] [INFO ] [main      ] Fetching symbol history for BLDR...
[2025-11-16T05:18:11.884345] [DEBUG] [REMOTE    ] BLDR: Fetching historical data.
[2025-11-16T05:18:11.885233] [INFO ] [main      ] Progress: 371/472 forecasts completed (78.6%). CXM finished in 0.6s. ETA: 17.8s. Rate: 340.61 forecasts/min
[2025-11-16T05:18:11.887443] [DEBUG] [REMOTE    ] RSG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:11.888170] [DEBUG] [LOCAL     ] Loaded configuration for RSG: 2 features, N/A% accuracy
[2025-11-16T05:18:11.888234] [INFO ] [LOCAL     ] RSG: Loaded 2 optimal features with 49.79% confidence from JSON config
[2025-11-16T05:18:11.888280] [DEBUG] [MAG       ] Building data for symbol: RSG with lookback: 0
[2025-11-16T05:18:11.889223] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:11.889305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:11.894451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:11.905553] [DEBUG] [REMOTE    ] BLDR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:11.906586] [DEBUG] [LOCAL     ] Loaded configuration for BLDR: 7 features, N/A% accuracy
[2025-11-16T05:18:11.906754] [INFO ] [LOCAL     ] BLDR: Loaded 7 optimal features with 47.59% confidence from JSON config
[2025-11-16T05:18:11.906855] [DEBUG] [MAG       ] Building data for symbol: BLDR with lookback: 0
[2025-11-16T05:18:11.907734] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:11.907871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:11.909689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:11.910311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:11.910858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:11.911336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:18:11.912248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:11.913553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:18:11.914812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:11.935208] [INFO ] [LOCAL     ] GAM: Saved forecast.
[2025-11-16T05:18:11.935335] [INFO ] [main      ] GAM: Signal=1 (Conf=80.0%), Magnitude=-0.71% (Conf=55.6636%)
[2025-11-16T05:18:11.935858] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-11-16T05:18:11.935938] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-11-16T05:18:11.937619] [INFO ] [main      ] Progress: 372/472 forecasts completed (78.8%). GAM finished in 0.7s. ETA: 17.6s. Rate: 341.25 forecasts/min
[2025-11-16T05:18:11.938482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:11.952509] [DEBUG] [REMOTE    ] BGX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:11.953324] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-11-16T05:18:11.953393] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-11-16T05:18:11.953437] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-11-16T05:18:11.954417] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:18:11.954507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:11.959983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:11.962052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:11.962616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:11.963061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:11.965757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:12.013670] [DEBUG] [MAG       ] GFL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:12.014391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:18:12.015833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:18:12.018064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:12.110175] [INFO ] [LOCAL     ] GFL: Saved forecast.
[2025-11-16T05:18:12.110292] [INFO ] [main      ] GFL: Signal=1 (Conf=80.0%), Magnitude=2.21% (Conf=59.0552%)
[2025-11-16T05:18:12.110517] [INFO ] [main      ] Fetching symbol history for DNA...
[2025-11-16T05:18:12.110571] [DEBUG] [REMOTE    ] DNA: Fetching historical data.
[2025-11-16T05:18:12.111809] [INFO ] [main      ] Progress: 373/472 forecasts completed (79.0%). GFL finished in 0.7s. ETA: 17.4s. Rate: 341.26 forecasts/min
[2025-11-16T05:18:12.124928] [DEBUG] [REMOTE    ] DNA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:12.125663] [DEBUG] [LOCAL     ] Loaded configuration for DNA: 3 features, N/A% accuracy
[2025-11-16T05:18:12.125764] [INFO ] [LOCAL     ] DNA: Loaded 3 optimal features with 54.70% confidence from JSON config
[2025-11-16T05:18:12.125826] [DEBUG] [MAG       ] Building data for symbol: DNA with lookback: 0
[2025-11-16T05:18:12.126822] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:12.126935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:12.128906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:12.129632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:12.130195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:12.259194] [DEBUG] [MAG       ] BLDR: Last date is validated at 2025-11-14
[2025-11-16T05:18:12.280156] [DEBUG] [MAG       ] RSG: Last date is validated at 2025-11-14
[2025-11-16T05:18:12.389558] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-11-14
[2025-11-16T05:18:12.427392] [DEBUG] [MAG       ] BLDR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:12.447243] [DEBUG] [MAG       ] RSG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:12.488742] [DEBUG] [MAG       ] DNA: Last date is validated at 2025-11-14
[2025-11-16T05:18:12.574165] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:12.577287] [INFO ] [LOCAL     ] RSG: Saved forecast.
[2025-11-16T05:18:12.577398] [INFO ] [main      ] RSG: Signal=1 (Conf=80.0%), Magnitude=1.67% (Conf=49.7873%)
[2025-11-16T05:18:12.577597] [INFO ] [main      ] Fetching symbol history for EOI...
[2025-11-16T05:18:12.577916] [DEBUG] [REMOTE    ] EOI: Fetching historical data.
[2025-11-16T05:18:12.579759] [INFO ] [main      ] Progress: 374/472 forecasts completed (79.2%). RSG finished in 0.7s. ETA: 17.3s. Rate: 339.75 forecasts/min
[2025-11-16T05:18:12.591774] [DEBUG] [REMOTE    ] EOI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:12.592367] [DEBUG] [LOCAL     ] Loaded configuration for EOI: 7 features, N/A% accuracy
[2025-11-16T05:18:12.592430] [INFO ] [LOCAL     ] EOI: Loaded 7 optimal features with 50.65% confidence from JSON config
[2025-11-16T05:18:12.592467] [DEBUG] [MAG       ] Building data for symbol: EOI with lookback: 0
[2025-11-16T05:18:12.593282] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:12.593360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:12.598377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:12.600177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:12.600681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:12.601083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:12.601827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:12.604307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:18:12.607345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:12.655770] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-11-16T05:18:12.655888] [INFO ] [main      ] BGX: Signal=1 (Conf=80.0%), Magnitude=-0.12% (Conf=39.5106%)
[2025-11-16T05:18:12.656106] [INFO ] [main      ] Fetching symbol history for UL...
[2025-11-16T05:18:12.656192] [DEBUG] [REMOTE    ] UL: Fetching historical data.
[2025-11-16T05:18:12.657776] [INFO ] [main      ] Progress: 375/472 forecasts completed (79.4%). BGX finished in 0.7s. ETA: 17.1s. Rate: 340.26 forecasts/min
[2025-11-16T05:18:12.671225] [DEBUG] [MAG       ] DNA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:12.671463] [DEBUG] [REMOTE    ] UL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:12.672416] [DEBUG] [LOCAL     ] Loaded configuration for UL: 1 features, N/A% accuracy
[2025-11-16T05:18:12.672505] [INFO ] [LOCAL     ] UL: Loaded 1 optimal features with 54.95% confidence from JSON config
[2025-11-16T05:18:12.672576] [DEBUG] [MAG       ] Building data for symbol: UL with lookback: 0
[2025-11-16T05:18:12.673551] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:18:12.673633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:18:12.691715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:12.702200] [INFO ] [LOCAL     ] BLDR: Saved forecast.
[2025-11-16T05:18:12.702449] [INFO ] [main      ] BLDR: Signal=1 (Conf=80.0%), Magnitude=-3.74% (Conf=47.5865%)
[2025-11-16T05:18:12.702986] [INFO ] [main      ] Fetching symbol history for VVR...
[2025-11-16T05:18:12.703129] [DEBUG] [REMOTE    ] VVR: Fetching historical data.
[2025-11-16T05:18:12.703041] [INFO ] [main      ] Progress: 376/472 forecasts completed (79.7%). BLDR finished in 0.8s. ETA: 16.9s. Rate: 340.93 forecasts/min
[2025-11-16T05:18:12.715896] [DEBUG] [REMOTE    ] VVR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:12.716848] [DEBUG] [LOCAL     ] Loaded configuration for VVR: 6 features, N/A% accuracy
[2025-11-16T05:18:12.716969] [INFO ] [LOCAL     ] VVR: Loaded 6 optimal features with 39.24% confidence from JSON config
[2025-11-16T05:18:12.717071] [DEBUG] [MAG       ] Building data for symbol: VVR with lookback: 0
[2025-11-16T05:18:12.717957] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:12.718093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:12.723174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:12.725311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:18:12.726134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:12.727313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:18:12.728563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:18:12.730159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:12.769539] [INFO ] [LOCAL     ] DNA: Saved forecast.
[2025-11-16T05:18:12.769882] [INFO ] [main      ] DNA: Signal=1 (Conf=80.0%), Magnitude=-0.24% (Conf=54.7013%)
[2025-11-16T05:18:12.770405] [INFO ] [main      ] Fetching symbol history for SSB...
[2025-11-16T05:18:12.770757] [INFO ] [main      ] Progress: 377/472 forecasts completed (79.9%). DNA finished in 0.7s. ETA: 16.7s. Rate: 341.49 forecasts/min
[2025-11-16T05:18:12.770614] [DEBUG] [REMOTE    ] SSB: Fetching historical data.
[2025-11-16T05:18:12.785260] [DEBUG] [REMOTE    ] SSB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:12.786407] [DEBUG] [LOCAL     ] Loaded configuration for SSB: 5 features, N/A% accuracy
[2025-11-16T05:18:12.786473] [INFO ] [LOCAL     ] SSB: Loaded 5 optimal features with 53.09% confidence from JSON config
[2025-11-16T05:18:12.786510] [DEBUG] [MAG       ] Building data for symbol: SSB with lookback: 0
[2025-11-16T05:18:12.787536] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:12.787618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:12.792736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:12.794617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:12.795190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:12.796048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:12.797068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:13.015748] [DEBUG] [MAG       ] EOI: Last date is validated at 2025-11-14
[2025-11-16T05:18:13.051806] [DEBUG] [MAG       ] UL: Last date is validated at 2025-11-14
[2025-11-16T05:18:13.072112] [DEBUG] [MAG       ] VVR: Last date is validated at 2025-11-14
[2025-11-16T05:18:13.147215] [DEBUG] [MAG       ] SSB: Last date is validated at 2025-11-14
[2025-11-16T05:18:13.186318] [DEBUG] [MAG       ] EOI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:13.229224] [DEBUG] [MAG       ] UL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:13.240109] [DEBUG] [MAG       ] VVR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:13.260335] [INFO ] [LOCAL     ] EOI: Saved forecast.
[2025-11-16T05:18:13.260439] [INFO ] [main      ] EOI: Signal=1 (Conf=80.0%), Magnitude=-0.96% (Conf=50.6491%)
[2025-11-16T05:18:13.260626] [INFO ] [main      ] Fetching symbol history for WFG...
[2025-11-16T05:18:13.260752] [DEBUG] [REMOTE    ] WFG: Fetching historical data.
[2025-11-16T05:18:13.261122] [INFO ] [main      ] Progress: 378/472 forecasts completed (80.1%). EOI finished in 0.7s. ETA: 16.6s. Rate: 339.88 forecasts/min
[2025-11-16T05:18:13.273254] [DEBUG] [REMOTE    ] WFG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:13.273857] [DEBUG] [LOCAL     ] Loaded configuration for WFG: 6 features, N/A% accuracy
[2025-11-16T05:18:13.273920] [INFO ] [LOCAL     ] WFG: Loaded 6 optimal features with 51.25% confidence from JSON config
[2025-11-16T05:18:13.273960] [DEBUG] [MAG       ] Building data for symbol: WFG with lookback: 0
[2025-11-16T05:18:13.274768] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:13.274846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:13.276589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:13.277189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:13.277601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:13.322432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:13.323518] [DEBUG] [MAG       ] SSB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:13.324452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:18:13.326116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:13.330320] [INFO ] [LOCAL     ] UL: Saved forecast.
[2025-11-16T05:18:13.330441] [INFO ] [main      ] UL: Signal=1 (Conf=80.0%), Magnitude=-2.72% (Conf=54.9547%)
[2025-11-16T05:18:13.330971] [INFO ] [main      ] Fetching symbol history for LDP...
[2025-11-16T05:18:13.331046] [DEBUG] [REMOTE    ] LDP: Fetching historical data.
[2025-11-16T05:18:13.331231] [INFO ] [main      ] Progress: 379/472 forecasts completed (80.3%). UL finished in 0.7s. ETA: 16.4s. Rate: 340.42 forecasts/min
[2025-11-16T05:18:13.345429] [DEBUG] [REMOTE    ] LDP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:13.346397] [DEBUG] [LOCAL     ] Loaded configuration for LDP: 4 features, N/A% accuracy
[2025-11-16T05:18:13.346465] [INFO ] [LOCAL     ] LDP: Loaded 4 optimal features with 52.53% confidence from JSON config
[2025-11-16T05:18:13.346505] [DEBUG] [MAG       ] Building data for symbol: LDP with lookback: 0
[2025-11-16T05:18:13.347497] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:13.347588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:13.349769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:13.350451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:13.392393] [INFO ] [LOCAL     ] VVR: Saved forecast.
[2025-11-16T05:18:13.392710] [INFO ] [main      ] VVR: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=39.2357%)
[2025-11-16T05:18:13.392966] [INFO ] [main      ] Fetching symbol history for DBL...
[2025-11-16T05:18:13.393101] [DEBUG] [REMOTE    ] DBL: Fetching historical data.
[2025-11-16T05:18:13.394840] [INFO ] [main      ] Progress: 380/472 forecasts completed (80.5%). VVR finished in 0.7s. ETA: 16.2s. Rate: 341.00 forecasts/min
[2025-11-16T05:18:13.398055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:13.407716] [DEBUG] [REMOTE    ] DBL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:13.408335] [DEBUG] [LOCAL     ] Loaded configuration for DBL: 5 features, N/A% accuracy
[2025-11-16T05:18:13.408400] [INFO ] [LOCAL     ] DBL: Loaded 5 optimal features with 32.54% confidence from JSON config
[2025-11-16T05:18:13.408438] [DEBUG] [MAG       ] Building data for symbol: DBL with lookback: 0
[2025-11-16T05:18:13.409336] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:13.409470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:13.411327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:13.411913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:13.412349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:13.414935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:13.415675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:13.453014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:13.453838] [INFO ] [LOCAL     ] SSB: Saved forecast.
[2025-11-16T05:18:13.454007] [INFO ] [main      ] SSB: Signal=1 (Conf=80.0%), Magnitude=-2.48% (Conf=53.0884%)
[2025-11-16T05:18:13.454577] [INFO ] [main      ] Progress: 381/472 forecasts completed (80.7%). SSB finished in 0.7s. ETA: 16.0s. Rate: 341.59 forecasts/min
[2025-11-16T05:18:13.454818] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-11-16T05:18:13.454929] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-11-16T05:18:13.469438] [DEBUG] [REMOTE    ] BLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:13.470316] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-11-16T05:18:13.470440] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-11-16T05:18:13.470540] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-11-16T05:18:13.471624] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:18:13.471784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:13.473005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:13.673860] [DEBUG] [MAG       ] WFG: Last date is validated at 2025-11-14
[2025-11-16T05:18:13.762800] [DEBUG] [MAG       ] DBL: Last date is validated at 2025-11-14
[2025-11-16T05:18:13.824588] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-11-14
[2025-11-16T05:18:13.852779] [DEBUG] [MAG       ] WFG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:13.909613] [DEBUG] [MAG       ] LDP: Last date is validated at 2025-11-14
[2025-11-16T05:18:13.932297] [DEBUG] [MAG       ] DBL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:13.971967] [INFO ] [LOCAL     ] WFG: Saved forecast.
[2025-11-16T05:18:13.972068] [INFO ] [main      ] WFG: Signal=1 (Conf=80.0%), Magnitude=0.27% (Conf=51.2502%)
[2025-11-16T05:18:13.972258] [INFO ] [main      ] Fetching symbol history for BYM...
[2025-11-16T05:18:13.972343] [DEBUG] [REMOTE    ] BYM: Fetching historical data.
[2025-11-16T05:18:13.973681] [INFO ] [main      ] Progress: 382/472 forecasts completed (80.9%). WFG finished in 0.7s. ETA: 15.9s. Rate: 339.85 forecasts/min
[2025-11-16T05:18:13.985488] [DEBUG] [REMOTE    ] BYM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:13.986212] [DEBUG] [LOCAL     ] Loaded configuration for BYM: 7 features, N/A% accuracy
[2025-11-16T05:18:13.986283] [INFO ] [LOCAL     ] BYM: Loaded 7 optimal features with 48.79% confidence from JSON config
[2025-11-16T05:18:13.986387] [DEBUG] [MAG       ] Building data for symbol: BYM with lookback: 0
[2025-11-16T05:18:13.987270] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:13.987360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:13.992291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:13.994844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:13.995567] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:13.995843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:13.996231] [INFO ] [LOCAL     ] DBL: Saved forecast.
[2025-11-16T05:18:13.996325] [INFO ] [main      ] DBL: Signal=1 (Conf=80.0%), Magnitude=-0.11% (Conf=32.5424%)
[2025-11-16T05:18:13.996502] [INFO ] [main      ] Fetching symbol history for NMT...
[2025-11-16T05:18:13.996553] [DEBUG] [REMOTE    ] NMT: Fetching historical data.
[2025-11-16T05:18:13.997907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:18:13.997958] [INFO ] [main      ] Progress: 383/472 forecasts completed (81.1%). DBL finished in 0.6s. ETA: 15.7s. Rate: 340.62 forecasts/min
[2025-11-16T05:18:13.998638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:18:14.000565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:18:14.001235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:14.009287] [DEBUG] [REMOTE    ] NMT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:14.009964] [DEBUG] [LOCAL     ] Loaded configuration for NMT: 6 features, N/A% accuracy
[2025-11-16T05:18:14.010089] [INFO ] [LOCAL     ] NMT: Loaded 6 optimal features with 41.08% confidence from JSON config
[2025-11-16T05:18:14.010189] [DEBUG] [MAG       ] Building data for symbol: NMT with lookback: 0
[2025-11-16T05:18:14.011093] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:14.011233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:14.013101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:14.013722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:14.014227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:18:14.015425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:18:14.018418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:18:14.020342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:14.083845] [DEBUG] [MAG       ] LDP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:14.087493] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-11-16T05:18:14.087622] [INFO ] [main      ] BLX: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=54.8975%)
[2025-11-16T05:18:14.087879] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-11-16T05:18:14.087939] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-11-16T05:18:14.088991] [INFO ] [main      ] Progress: 384/472 forecasts completed (81.4%). BLX finished in 0.6s. ETA: 15.5s. Rate: 341.04 forecasts/min
[2025-11-16T05:18:14.102221] [DEBUG] [REMOTE    ] BROS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:14.103248] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-11-16T05:18:14.103314] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-11-16T05:18:14.103352] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-11-16T05:18:14.104274] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:18:14.104356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:14.109302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:18:14.110412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:14.112189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:14.112734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:14.113825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:18:14.115469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:18:14.116244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:18:14.117071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:14.118289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:18:14.124401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:14.153489] [INFO ] [LOCAL     ] LDP: Saved forecast.
[2025-11-16T05:18:14.153613] [INFO ] [main      ] LDP: Signal=1 (Conf=80.0%), Magnitude=0.18% (Conf=52.5301%)
[2025-11-16T05:18:14.153845] [INFO ] [main      ] Fetching symbol history for VGM...
[2025-11-16T05:18:14.153903] [DEBUG] [REMOTE    ] VGM: Fetching historical data.
[2025-11-16T05:18:14.154966] [INFO ] [main      ] Progress: 385/472 forecasts completed (81.6%). LDP finished in 0.8s. ETA: 15.3s. Rate: 341.60 forecasts/min
[2025-11-16T05:18:14.168294] [DEBUG] [REMOTE    ] VGM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:14.169089] [DEBUG] [LOCAL     ] Loaded configuration for VGM: 10 features, N/A% accuracy
[2025-11-16T05:18:14.169155] [INFO ] [LOCAL     ] VGM: Loaded 10 optimal features with 38.74% confidence from JSON config
[2025-11-16T05:18:14.169194] [DEBUG] [MAG       ] Building data for symbol: VGM with lookback: 0
[2025-11-16T05:18:14.170027] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:18:14.170114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:14.175096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:14.175971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:14.178659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:14.180592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:14.181987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:14.183967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:18:14.187396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:14.188694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:14.190785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:18:14.197734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:14.336084] [DEBUG] [MAG       ] BYM: Last date is validated at 2025-11-14
[2025-11-16T05:18:14.358976] [DEBUG] [MAG       ] NMT: Last date is validated at 2025-11-14
[2025-11-16T05:18:14.489486] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-11-14
[2025-11-16T05:18:14.508721] [DEBUG] [MAG       ] BYM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:14.537178] [DEBUG] [MAG       ] NMT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:14.552037] [DEBUG] [MAG       ] VGM: Last date is validated at 2025-11-14
[2025-11-16T05:18:14.580988] [INFO ] [LOCAL     ] BYM: Saved forecast.
[2025-11-16T05:18:14.581215] [INFO ] [main      ] BYM: Signal=1 (Conf=80.0%), Magnitude=-0.40% (Conf=48.7888%)
[2025-11-16T05:18:14.581744] [INFO ] [main      ] Fetching symbol history for TRTX...
[2025-11-16T05:18:14.581861] [DEBUG] [REMOTE    ] TRTX: Fetching historical data.
[2025-11-16T05:18:14.581901] [INFO ] [main      ] Progress: 386/472 forecasts completed (81.8%). BYM finished in 0.6s. ETA: 15.2s. Rate: 340.34 forecasts/min
[2025-11-16T05:18:14.594101] [DEBUG] [REMOTE    ] TRTX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:14.594878] [DEBUG] [LOCAL     ] Loaded configuration for TRTX: 5 features, N/A% accuracy
[2025-11-16T05:18:14.595063] [INFO ] [LOCAL     ] TRTX: Loaded 5 optimal features with 59.52% confidence from JSON config
[2025-11-16T05:18:14.595161] [DEBUG] [MAG       ] Building data for symbol: TRTX with lookback: 0
[2025-11-16T05:18:14.596016] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:14.596151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:14.601061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:14.602426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:18:14.605397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:18:14.609393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:18:14.610853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:14.666930] [INFO ] [LOCAL     ] NMT: Saved forecast.
[2025-11-16T05:18:14.667032] [INFO ] [main      ] NMT: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=41.0831%)
[2025-11-16T05:18:14.667207] [INFO ] [main      ] Fetching symbol history for SHG...
[2025-11-16T05:18:14.667279] [DEBUG] [REMOTE    ] SHG: Fetching historical data.
[2025-11-16T05:18:14.667574] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:14.668178] [INFO ] [main      ] Progress: 387/472 forecasts completed (82.0%). NMT finished in 0.7s. ETA: 15.0s. Rate: 340.79 forecasts/min
[2025-11-16T05:18:14.680134] [DEBUG] [REMOTE    ] SHG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:14.681026] [DEBUG] [LOCAL     ] Loaded configuration for SHG: 3 features, N/A% accuracy
[2025-11-16T05:18:14.681152] [INFO ] [LOCAL     ] SHG: Loaded 3 optimal features with 51.08% confidence from JSON config
[2025-11-16T05:18:14.681249] [DEBUG] [MAG       ] Building data for symbol: SHG with lookback: 0
[2025-11-16T05:18:14.682130] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:14.682262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:14.687178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:14.688077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:14.723228] [DEBUG] [MAG       ] VGM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:14.731667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:14.804896] [INFO ] [LOCAL     ] VGM: Saved forecast.
[2025-11-16T05:18:14.805010] [INFO ] [main      ] VGM: Signal=1 (Conf=80.0%), Magnitude=0.26% (Conf=38.7352%)
[2025-11-16T05:18:14.805207] [INFO ] [main      ] Fetching symbol history for SITC...
[2025-11-16T05:18:14.805287] [DEBUG] [REMOTE    ] SITC: Fetching historical data.
[2025-11-16T05:18:14.806408] [INFO ] [main      ] Progress: 388/472 forecasts completed (82.2%). VGM finished in 0.7s. ETA: 14.8s. Rate: 340.98 forecasts/min
[2025-11-16T05:18:14.817823] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-11-16T05:18:14.818165] [INFO ] [main      ] BROS: Signal=1 (Conf=80.0%), Magnitude=-3.30% (Conf=51.0686%)
[2025-11-16T05:18:14.818466] [INFO ] [main      ] Fetching symbol history for CUBE...
[2025-11-16T05:18:14.818541] [DEBUG] [REMOTE    ] CUBE: Fetching historical data.
[2025-11-16T05:18:14.818327] [DEBUG] [REMOTE    ] SITC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:14.819025] [INFO ] [main      ] Progress: 389/472 forecasts completed (82.4%). BROS finished in 0.7s. ETA: 14.6s. Rate: 341.79 forecasts/min
[2025-11-16T05:18:14.819466] [DEBUG] [LOCAL     ] Loaded configuration for SITC: 6 features, N/A% accuracy
[2025-11-16T05:18:14.819526] [INFO ] [LOCAL     ] SITC: Loaded 6 optimal features with 49.03% confidence from JSON config
[2025-11-16T05:18:14.819570] [DEBUG] [MAG       ] Building data for symbol: SITC with lookback: 0
[2025-11-16T05:18:14.820439] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:14.820520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:14.822367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:14.822938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:14.823442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:14.824433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:14.827030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:14.833425] [DEBUG] [REMOTE    ] CUBE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:14.834172] [DEBUG] [LOCAL     ] Loaded configuration for CUBE: 7 features, N/A% accuracy
[2025-11-16T05:18:14.834239] [INFO ] [LOCAL     ] CUBE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-11-16T05:18:14.834278] [DEBUG] [MAG       ] Building data for symbol: CUBE with lookback: 0
[2025-11-16T05:18:14.835208] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:14.835306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:14.837169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:14.837831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:14.872599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:14.948155] [DEBUG] [MAG       ] TRTX: Last date is validated at 2025-11-14
[2025-11-16T05:18:14.971969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:14.974495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:15.020665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:18:15.067390] [DEBUG] [MAG       ] SHG: Last date is validated at 2025-11-14
[2025-11-16T05:18:15.112191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:18:15.116052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:15.118843] [DEBUG] [MAG       ] TRTX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:15.194852] [INFO ] [LOCAL     ] TRTX: Saved forecast.
[2025-11-16T05:18:15.194956] [INFO ] [main      ] TRTX: Signal=1 (Conf=80.0%), Magnitude=-0.49% (Conf=59.5208%)
[2025-11-16T05:18:15.195374] [INFO ] [main      ] Fetching symbol history for DLY...
[2025-11-16T05:18:15.195432] [DEBUG] [REMOTE    ] DLY: Fetching historical data.
[2025-11-16T05:18:15.195756] [INFO ] [main      ] Progress: 390/472 forecasts completed (82.6%). TRTX finished in 0.6s. ETA: 14.4s. Rate: 340.79 forecasts/min
[2025-11-16T05:18:15.208052] [DEBUG] [REMOTE    ] DLY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:15.208827] [DEBUG] [LOCAL     ] Loaded configuration for DLY: 3 features, N/A% accuracy
[2025-11-16T05:18:15.208891] [INFO ] [LOCAL     ] DLY: Loaded 3 optimal features with 60.67% confidence from JSON config
[2025-11-16T05:18:15.208929] [DEBUG] [MAG       ] Building data for symbol: DLY with lookback: 0
[2025-11-16T05:18:15.209769] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:15.209846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:15.210845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:18:15.214841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:15.215923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:15.220036] [DEBUG] [MAG       ] SITC: Last date is validated at 2025-11-14
[2025-11-16T05:18:15.234814] [DEBUG] [MAG       ] SHG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:15.331094] [INFO ] [LOCAL     ] SHG: Saved forecast.
[2025-11-16T05:18:15.331195] [INFO ] [main      ] SHG: Signal=1 (Conf=80.0%), Magnitude=-0.46% (Conf=51.0819%)
[2025-11-16T05:18:15.331393] [INFO ] [main      ] Fetching symbol history for SPIR...
[2025-11-16T05:18:15.331445] [DEBUG] [REMOTE    ] SPIR: Fetching historical data.
[2025-11-16T05:18:15.332396] [INFO ] [main      ] Progress: 391/472 forecasts completed (82.8%). SHG finished in 0.7s. ETA: 14.3s. Rate: 340.99 forecasts/min
[2025-11-16T05:18:15.344206] [DEBUG] [REMOTE    ] SPIR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:15.344892] [DEBUG] [LOCAL     ] Loaded configuration for SPIR: 7 features, N/A% accuracy
[2025-11-16T05:18:15.345253] [INFO ] [LOCAL     ] SPIR: Loaded 7 optimal features with 44.66% confidence from JSON config
[2025-11-16T05:18:15.345359] [DEBUG] [MAG       ] Building data for symbol: SPIR with lookback: 0
[2025-11-16T05:18:15.346228] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:15.346365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:15.348177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:15.348797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:15.349273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:15.392266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:15.393603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:18:15.394046] [DEBUG] [MAG       ] SITC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:15.397897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:18:15.400766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:15.456880] [DEBUG] [MAG       ] CUBE: Last date is validated at 2025-11-14
[2025-11-16T05:18:15.474692] [INFO ] [LOCAL     ] SITC: Saved forecast.
[2025-11-16T05:18:15.474801] [INFO ] [main      ] SITC: Signal=1 (Conf=80.0%), Magnitude=-1.39% (Conf=49.0317%)
[2025-11-16T05:18:15.474999] [INFO ] [main      ] Fetching symbol history for RFM...
[2025-11-16T05:18:15.475052] [DEBUG] [REMOTE    ] RFM: Fetching historical data.
[2025-11-16T05:18:15.477764] [INFO ] [main      ] Progress: 392/472 forecasts completed (83.1%). SITC finished in 0.7s. ETA: 14.1s. Rate: 341.14 forecasts/min
[2025-11-16T05:18:15.488222] [DEBUG] [REMOTE    ] RFM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:15.489031] [DEBUG] [LOCAL     ] Loaded configuration for RFM: 7 features, N/A% accuracy
[2025-11-16T05:18:15.489096] [INFO ] [LOCAL     ] RFM: Loaded 7 optimal features with 50.50% confidence from JSON config
[2025-11-16T05:18:15.489135] [DEBUG] [MAG       ] Building data for symbol: RFM with lookback: 0
[2025-11-16T05:18:15.491004] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:15.491121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:15.496456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:15.498430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:15.498989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:15.499614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:15.590871] [DEBUG] [MAG       ] DLY: Last date is validated at 2025-11-14
[2025-11-16T05:18:15.629340] [DEBUG] [MAG       ] CUBE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:15.630857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:15.633236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:15.634433] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:15.729705] [INFO ] [LOCAL     ] CUBE: Saved forecast.
[2025-11-16T05:18:15.729822] [INFO ] [main      ] CUBE: Signal=1 (Conf=80.0%), Magnitude=-1.80% (Conf=49.7496%)
[2025-11-16T05:18:15.730046] [INFO ] [main      ] Fetching symbol history for FTK...
[2025-11-16T05:18:15.730098] [DEBUG] [REMOTE    ] FTK: Fetching historical data.
[2025-11-16T05:18:15.731232] [INFO ] [main      ] Progress: 393/472 forecasts completed (83.3%). CUBE finished in 0.9s. ETA: 13.9s. Rate: 340.75 forecasts/min
[2025-11-16T05:18:15.744069] [DEBUG] [MAG       ] SPIR: Last date is validated at 2025-11-14
[2025-11-16T05:18:15.744559] [DEBUG] [REMOTE    ] FTK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:15.745317] [DEBUG] [LOCAL     ] Loaded configuration for FTK: 2 features, N/A% accuracy
[2025-11-16T05:18:15.745382] [INFO ] [LOCAL     ] FTK: Loaded 2 optimal features with 54.40% confidence from JSON config
[2025-11-16T05:18:15.745420] [DEBUG] [MAG       ] Building data for symbol: FTK with lookback: 0
[2025-11-16T05:18:15.746395] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:15.746475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:15.751680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:15.753516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:15.757016] [DEBUG] [MAG       ] DLY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:15.818971] [INFO ] [LOCAL     ] DLY: Saved forecast.
[2025-11-16T05:18:15.819289] [INFO ] [main      ] DLY: Signal=1 (Conf=80.0%), Magnitude=-0.57% (Conf=60.672%)
[2025-11-16T05:18:15.819756] [INFO ] [main      ] Fetching symbol history for UP...
[2025-11-16T05:18:15.819872] [DEBUG] [REMOTE    ] UP: Fetching historical data.
[2025-11-16T05:18:15.820766] [INFO ] [main      ] Progress: 394/472 forecasts completed (83.5%). DLY finished in 0.6s. ETA: 13.7s. Rate: 341.18 forecasts/min
[2025-11-16T05:18:15.832786] [DEBUG] [REMOTE    ] UP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:15.833465] [DEBUG] [LOCAL     ] Loaded configuration for UP: 9 features, N/A% accuracy
[2025-11-16T05:18:15.833583] [INFO ] [LOCAL     ] UP: Loaded 9 optimal features with 67.71% confidence from JSON config
[2025-11-16T05:18:15.833704] [DEBUG] [MAG       ] Building data for symbol: UP with lookback: 0
[2025-11-16T05:18:15.834539] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:18:15.834691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:15.839536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:15.841396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:15.841928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:15.842403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:15.892437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:15.894234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:15.895572] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:15.896333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:18:15.899417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:15.925388] [DEBUG] [MAG       ] SPIR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:15.984951] [DEBUG] [MAG       ] RFM: Last date is validated at 2025-11-14
[2025-11-16T05:18:16.055137] [INFO ] [LOCAL     ] SPIR: Saved forecast.
[2025-11-16T05:18:16.055437] [INFO ] [main      ] SPIR: Signal=1 (Conf=80.0%), Magnitude=3.02% (Conf=44.6554%)
[2025-11-16T05:18:16.056221] [INFO ] [main      ] Fetching symbol history for VNO...
[2025-11-16T05:18:16.056345] [DEBUG] [REMOTE    ] VNO: Fetching historical data.
[2025-11-16T05:18:16.056439] [INFO ] [main      ] Progress: 395/472 forecasts completed (83.7%). SPIR finished in 0.7s. ETA: 13.6s. Rate: 340.89 forecasts/min
[2025-11-16T05:18:16.074149] [DEBUG] [REMOTE    ] VNO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:16.075001] [DEBUG] [LOCAL     ] Loaded configuration for VNO: 7 features, N/A% accuracy
[2025-11-16T05:18:16.075130] [INFO ] [LOCAL     ] VNO: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-11-16T05:18:16.075233] [DEBUG] [MAG       ] Building data for symbol: VNO with lookback: 0
[2025-11-16T05:18:16.076234] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:16.076376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:16.081626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:16.082595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:16.083627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:18:16.084873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:18:16.087846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:18:16.089471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:18:16.090888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:16.118853] [DEBUG] [MAG       ] FTK: Last date is validated at 2025-11-14
[2025-11-16T05:18:16.164460] [DEBUG] [MAG       ] RFM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:16.239265] [INFO ] [LOCAL     ] RFM: Saved forecast.
[2025-11-16T05:18:16.239388] [INFO ] [main      ] RFM: Signal=1 (Conf=80.0%), Magnitude=1.43% (Conf=50.4953%)
[2025-11-16T05:18:16.239672] [INFO ] [main      ] Fetching symbol history for DUK...
[2025-11-16T05:18:16.239761] [DEBUG] [REMOTE    ] DUK: Fetching historical data.
[2025-11-16T05:18:16.240759] [INFO ] [main      ] Progress: 396/472 forecasts completed (83.9%). RFM finished in 0.8s. ETA: 13.4s. Rate: 340.85 forecasts/min
[2025-11-16T05:18:16.241512] [DEBUG] [MAG       ] UP: Last date is validated at 2025-11-14
[2025-11-16T05:18:16.255123] [DEBUG] [REMOTE    ] DUK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:16.255851] [DEBUG] [LOCAL     ] Loaded configuration for DUK: 3 features, N/A% accuracy
[2025-11-16T05:18:16.255916] [INFO ] [LOCAL     ] DUK: Loaded 3 optimal features with 63.52% confidence from JSON config
[2025-11-16T05:18:16.255956] [DEBUG] [MAG       ] Building data for symbol: DUK with lookback: 0
[2025-11-16T05:18:16.256957] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:16.257031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:16.262492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:16.263306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:18:16.264040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:16.292693] [DEBUG] [MAG       ] FTK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:16.382774] [INFO ] [LOCAL     ] FTK: Saved forecast.
[2025-11-16T05:18:16.383067] [INFO ] [main      ] FTK: Signal=1 (Conf=80.0%), Magnitude=6.91% (Conf=54.3954%)
[2025-11-16T05:18:16.383401] [INFO ] [main      ] Fetching symbol history for HLX...
[2025-11-16T05:18:16.383531] [DEBUG] [REMOTE    ] HLX: Fetching historical data.
[2025-11-16T05:18:16.384462] [INFO ] [main      ] Progress: 397/472 forecasts completed (84.1%). FTK finished in 0.7s. ETA: 13.2s. Rate: 341.00 forecasts/min
[2025-11-16T05:18:16.400072] [DEBUG] [REMOTE    ] HLX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:16.401092] [DEBUG] [LOCAL     ] Loaded configuration for HLX: 8 features, N/A% accuracy
[2025-11-16T05:18:16.401240] [INFO ] [LOCAL     ] HLX: Loaded 8 optimal features with 59.11% confidence from JSON config
[2025-11-16T05:18:16.401366] [DEBUG] [MAG       ] Building data for symbol: HLX with lookback: 0
[2025-11-16T05:18:16.402741] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:18:16.402905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:16.408841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:16.411272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:16.411962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:16.412460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:16.413379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:18:16.416479] [DEBUG] [MAG       ] UP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:16.417204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-11-16T05:18:16.418356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-11-16T05:18:16.419297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:16.451309] [DEBUG] [MAG       ] VNO: Last date is validated at 2025-11-14
[2025-11-16T05:18:16.496315] [INFO ] [LOCAL     ] UP: Saved forecast.
[2025-11-16T05:18:16.496609] [INFO ] [main      ] UP: Signal=1 (Conf=80.0%), Magnitude=-11.21% (Conf=67.7149%)
[2025-11-16T05:18:16.496999] [INFO ] [main      ] Fetching symbol history for CNI...
[2025-11-16T05:18:16.497119] [DEBUG] [REMOTE    ] CNI: Fetching historical data.
[2025-11-16T05:18:16.497763] [INFO ] [main      ] Progress: 398/472 forecasts completed (84.3%). UP finished in 0.7s. ETA: 13.0s. Rate: 341.31 forecasts/min
[2025-11-16T05:18:16.511604] [DEBUG] [REMOTE    ] CNI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:16.512315] [DEBUG] [LOCAL     ] Loaded configuration for CNI: 6 features, N/A% accuracy
[2025-11-16T05:18:16.512373] [INFO ] [LOCAL     ] CNI: Loaded 6 optimal features with 71.92% confidence from JSON config
[2025-11-16T05:18:16.512411] [DEBUG] [MAG       ] Building data for symbol: CNI with lookback: 0
[2025-11-16T05:18:16.513435] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:16.513515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:16.518550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:16.520459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:16.521017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:16.521479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:16.521923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:18:16.522679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:16.623373] [DEBUG] [MAG       ] DUK: Last date is validated at 2025-11-14
[2025-11-16T05:18:16.642557] [DEBUG] [MAG       ] VNO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:16.784658] [DEBUG] [MAG       ] HLX: Last date is validated at 2025-11-14
[2025-11-16T05:18:16.800713] [DEBUG] [MAG       ] DUK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:16.871184] [INFO ] [LOCAL     ] VNO: Saved forecast.
[2025-11-16T05:18:16.871458] [INFO ] [main      ] VNO: Signal=1 (Conf=80.0%), Magnitude=-5.55% (Conf=47.1196%)
[2025-11-16T05:18:16.871788] [INFO ] [main      ] Fetching symbol history for ATO...
[2025-11-16T05:18:16.872163] [DEBUG] [REMOTE    ] ATO: Fetching historical data.
[2025-11-16T05:18:16.872759] [INFO ] [main      ] Progress: 399/472 forecasts completed (84.5%). VNO finished in 0.8s. ETA: 12.9s. Rate: 340.34 forecasts/min
[2025-11-16T05:18:16.877389] [DEBUG] [MAG       ] CNI: Last date is validated at 2025-11-14
[2025-11-16T05:18:16.887316] [DEBUG] [REMOTE    ] ATO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:16.888151] [DEBUG] [LOCAL     ] Loaded configuration for ATO: 8 features, N/A% accuracy
[2025-11-16T05:18:16.888465] [INFO ] [LOCAL     ] ATO: Loaded 8 optimal features with 45.46% confidence from JSON config
[2025-11-16T05:18:16.888580] [DEBUG] [MAG       ] Building data for symbol: ATO with lookback: 0
[2025-11-16T05:18:16.889583] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:18:16.889746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:16.895139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:16.897209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:16.897848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:16.898340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:16.899209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:16.900197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:16.902017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:18:16.903806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:16.917185] [INFO ] [LOCAL     ] DUK: Saved forecast.
[2025-11-16T05:18:16.917308] [INFO ] [main      ] DUK: Signal=1 (Conf=80.0%), Magnitude=0.95% (Conf=63.5238%)
[2025-11-16T05:18:16.917544] [INFO ] [main      ] Fetching symbol history for EOT...
[2025-11-16T05:18:16.917598] [DEBUG] [REMOTE    ] EOT: Fetching historical data.
[2025-11-16T05:18:16.918449] [INFO ] [main      ] Progress: 400/472 forecasts completed (84.7%). DUK finished in 0.7s. ETA: 12.7s. Rate: 340.97 forecasts/min
[2025-11-16T05:18:16.932241] [DEBUG] [REMOTE    ] EOT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:16.932931] [DEBUG] [LOCAL     ] Loaded configuration for EOT: 6 features, N/A% accuracy
[2025-11-16T05:18:16.932995] [INFO ] [LOCAL     ] EOT: Loaded 6 optimal features with 52.61% confidence from JSON config
[2025-11-16T05:18:16.933032] [DEBUG] [MAG       ] Building data for symbol: EOT with lookback: 0
[2025-11-16T05:18:16.933936] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:16.934029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:16.935838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:16.936464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:16.937498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:16.966527] [DEBUG] [MAG       ] HLX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:17.051322] [INFO ] [LOCAL     ] HLX: Saved forecast.
[2025-11-16T05:18:17.051445] [INFO ] [main      ] HLX: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=59.1141%)
[2025-11-16T05:18:17.051965] [INFO ] [main      ] Fetching symbol history for EVR...
[2025-11-16T05:18:17.052037] [DEBUG] [REMOTE    ] EVR: Fetching historical data.
[2025-11-16T05:18:17.052778] [INFO ] [main      ] Progress: 401/472 forecasts completed (85.0%). HLX finished in 0.7s. ETA: 12.5s. Rate: 341.18 forecasts/min
[2025-11-16T05:18:17.055366] [DEBUG] [MAG       ] CNI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:17.066513] [DEBUG] [REMOTE    ] EVR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:17.067601] [DEBUG] [LOCAL     ] Loaded configuration for EVR: 3 features, N/A% accuracy
[2025-11-16T05:18:17.067704] [INFO ] [LOCAL     ] EVR: Loaded 3 optimal features with 49.91% confidence from JSON config
[2025-11-16T05:18:17.067779] [DEBUG] [MAG       ] Building data for symbol: EVR with lookback: 0
[2025-11-16T05:18:17.068763] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:17.068858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:17.071422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:17.071563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:18:17.073199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:18:17.075436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:17.168171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:18:17.169844] [INFO ] [LOCAL     ] CNI: Saved forecast.
[2025-11-16T05:18:17.169955] [INFO ] [main      ] CNI: Signal=1 (Conf=80.0%), Magnitude=-1.13% (Conf=71.9214%)
[2025-11-16T05:18:17.170177] [INFO ] [main      ] Fetching symbol history for ESRT...
[2025-11-16T05:18:17.170230] [DEBUG] [REMOTE    ] ESRT: Fetching historical data.
[2025-11-16T05:18:17.170593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:17.171248] [INFO ] [main      ] Progress: 402/472 forecasts completed (85.2%). CNI finished in 0.7s. ETA: 12.3s. Rate: 341.45 forecasts/min
[2025-11-16T05:18:17.184443] [DEBUG] [REMOTE    ] ESRT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:17.185246] [DEBUG] [LOCAL     ] Loaded configuration for ESRT: 8 features, N/A% accuracy
[2025-11-16T05:18:17.185367] [INFO ] [LOCAL     ] ESRT: Loaded 8 optimal features with 52.50% confidence from JSON config
[2025-11-16T05:18:17.185466] [DEBUG] [MAG       ] Building data for symbol: ESRT with lookback: 0
[2025-11-16T05:18:17.186453] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:18:17.186591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:17.193162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:17.196365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:17.255181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:18:17.256608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:17.258865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:17.259445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:17.260624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:18:17.262141] [DEBUG] [MAG       ] ATO: Last date is validated at 2025-11-14
[2025-11-16T05:18:17.262851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:17.436387] [DEBUG] [MAG       ] ATO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:17.442281] [DEBUG] [MAG       ] EOT: Last date is validated at 2025-11-14
[2025-11-16T05:18:17.532851] [DEBUG] [MAG       ] EVR: Last date is validated at 2025-11-14
[2025-11-16T05:18:17.570942] [INFO ] [LOCAL     ] ATO: Saved forecast.
[2025-11-16T05:18:17.571205] [INFO ] [main      ] ATO: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=45.4619%)
[2025-11-16T05:18:17.571818] [INFO ] [main      ] Fetching symbol history for CALX...
[2025-11-16T05:18:17.571947] [DEBUG] [REMOTE    ] CALX: Fetching historical data.
[2025-11-16T05:18:17.572773] [INFO ] [main      ] Progress: 403/472 forecasts completed (85.4%). ATO finished in 0.7s. ETA: 12.2s. Rate: 340.37 forecasts/min
[2025-11-16T05:18:17.587195] [DEBUG] [REMOTE    ] CALX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:17.588293] [DEBUG] [LOCAL     ] Loaded configuration for CALX: 3 features, N/A% accuracy
[2025-11-16T05:18:17.588424] [INFO ] [LOCAL     ] CALX: Loaded 3 optimal features with 47.75% confidence from JSON config
[2025-11-16T05:18:17.588541] [DEBUG] [MAG       ] Building data for symbol: CALX with lookback: 0
[2025-11-16T05:18:17.589722] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:17.589862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:17.590825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:17.591959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:18:17.598448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:17.621016] [DEBUG] [MAG       ] ESRT: Last date is validated at 2025-11-14
[2025-11-16T05:18:17.624290] [DEBUG] [MAG       ] EOT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:17.693698] [INFO ] [LOCAL     ] EOT: Saved forecast.
[2025-11-16T05:18:17.693815] [INFO ] [main      ] EOT: Signal=1 (Conf=80.0%), Magnitude=-0.19% (Conf=52.6056%)
[2025-11-16T05:18:17.694045] [INFO ] [main      ] Fetching symbol history for REXR...
[2025-11-16T05:18:17.694099] [DEBUG] [REMOTE    ] REXR: Fetching historical data.
[2025-11-16T05:18:17.695390] [INFO ] [main      ] Progress: 404/472 forecasts completed (85.6%). EOT finished in 0.8s. ETA: 12.0s. Rate: 340.62 forecasts/min
[2025-11-16T05:18:17.708740] [DEBUG] [REMOTE    ] REXR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:17.709757] [DEBUG] [LOCAL     ] Loaded configuration for REXR: 1 features, N/A% accuracy
[2025-11-16T05:18:17.709879] [INFO ] [LOCAL     ] REXR: Loaded 1 optimal features with 51.62% confidence from JSON config
[2025-11-16T05:18:17.709977] [DEBUG] [MAG       ] Building data for symbol: REXR with lookback: 0
[2025-11-16T05:18:17.710954] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:18:17.711085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:18:17.712307] [DEBUG] [MAG       ] EVR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:17.714289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:17.798533] [DEBUG] [MAG       ] ESRT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:17.879306] [INFO ] [LOCAL     ] ESRT: Saved forecast.
[2025-11-16T05:18:17.879603] [INFO ] [main      ] ESRT: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=52.4998%)
[2025-11-16T05:18:17.879965] [INFO ] [main      ] Fetching symbol history for BNY...
[2025-11-16T05:18:17.880088] [DEBUG] [REMOTE    ] BNY: Fetching historical data.
[2025-11-16T05:18:17.880810] [INFO ] [main      ] Progress: 405/472 forecasts completed (85.8%). ESRT finished in 0.7s. ETA: 11.8s. Rate: 340.58 forecasts/min
[2025-11-16T05:18:17.886448] [INFO ] [LOCAL     ] EVR: Saved forecast.
[2025-11-16T05:18:17.886799] [INFO ] [main      ] EVR: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=49.9099%)
[2025-11-16T05:18:17.887343] [INFO ] [main      ] Fetching symbol history for GCO...
[2025-11-16T05:18:17.887466] [DEBUG] [REMOTE    ] GCO: Fetching historical data.
[2025-11-16T05:18:17.887920] [INFO ] [main      ] Progress: 406/472 forecasts completed (86.0%). EVR finished in 0.8s. ETA: 11.6s. Rate: 341.39 forecasts/min
[2025-11-16T05:18:17.894865] [DEBUG] [REMOTE    ] BNY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:17.895890] [DEBUG] [LOCAL     ] Loaded configuration for BNY: 6 features, N/A% accuracy
[2025-11-16T05:18:17.896020] [INFO ] [LOCAL     ] BNY: Loaded 6 optimal features with 43.47% confidence from JSON config
[2025-11-16T05:18:17.896077] [DEBUG] [MAG       ] Building data for symbol: BNY with lookback: 0
[2025-11-16T05:18:17.897091] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:17.897241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:17.901636] [DEBUG] [REMOTE    ] GCO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:17.902342] [DEBUG] [LOCAL     ] Loaded configuration for GCO: 1 features, N/A% accuracy
[2025-11-16T05:18:17.902414] [INFO ] [LOCAL     ] GCO: Loaded 1 optimal features with 51.67% confidence from JSON config
[2025-11-16T05:18:17.902453] [DEBUG] [MAG       ] Building data for symbol: GCO with lookback: 0
[2025-11-16T05:18:17.902472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:17.903346] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:18:17.903428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:17.903543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:17.904494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:18:17.906044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-11-16T05:18:17.907334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:18:17.909154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:17.954553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:17.970284] [DEBUG] [MAG       ] CALX: Last date is validated at 2025-11-14
[2025-11-16T05:18:18.066286] [DEBUG] [MAG       ] REXR: Last date is validated at 2025-11-14
[2025-11-16T05:18:18.148440] [DEBUG] [MAG       ] CALX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:18.244638] [DEBUG] [MAG       ] REXR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:18.254192] [DEBUG] [MAG       ] BNY: Last date is validated at 2025-11-14
[2025-11-16T05:18:18.265813] [INFO ] [LOCAL     ] CALX: Saved forecast.
[2025-11-16T05:18:18.266136] [INFO ] [main      ] CALX: Signal=1 (Conf=80.0%), Magnitude=-0.97% (Conf=47.7451%)
[2025-11-16T05:18:18.266443] [INFO ] [main      ] Fetching symbol history for FLC...
[2025-11-16T05:18:18.266893] [DEBUG] [REMOTE    ] FLC: Fetching historical data.
[2025-11-16T05:18:18.267775] [INFO ] [main      ] Progress: 407/472 forecasts completed (86.2%). CALX finished in 0.7s. ETA: 11.5s. Rate: 340.42 forecasts/min
[2025-11-16T05:18:18.281610] [DEBUG] [REMOTE    ] FLC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:18.282732] [DEBUG] [LOCAL     ] Loaded configuration for FLC: 4 features, N/A% accuracy
[2025-11-16T05:18:18.282871] [INFO ] [LOCAL     ] FLC: Loaded 4 optimal features with 45.25% confidence from JSON config
[2025-11-16T05:18:18.282984] [DEBUG] [MAG       ] Building data for symbol: FLC with lookback: 0
[2025-11-16T05:18:18.284045] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:18.284187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:18.286455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:18.287236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:18.287783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:18:18.308198] [DEBUG] [MAG       ] GCO: Last date is validated at 2025-11-14
[2025-11-16T05:18:18.309748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:18.349520] [INFO ] [LOCAL     ] REXR: Saved forecast.
[2025-11-16T05:18:18.349683] [INFO ] [main      ] REXR: Signal=1 (Conf=80.0%), Magnitude=-1.92% (Conf=51.6153%)
[2025-11-16T05:18:18.350190] [INFO ] [main      ] Fetching symbol history for GFF...
[2025-11-16T05:18:18.350326] [DEBUG] [REMOTE    ] GFF: Fetching historical data.
[2025-11-16T05:18:18.351098] [INFO ] [main      ] Progress: 408/472 forecasts completed (86.4%). REXR finished in 0.7s. ETA: 11.3s. Rate: 340.86 forecasts/min
[2025-11-16T05:18:18.369494] [DEBUG] [REMOTE    ] GFF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:18.370384] [DEBUG] [LOCAL     ] Loaded configuration for GFF: 2 features, N/A% accuracy
[2025-11-16T05:18:18.370469] [INFO ] [LOCAL     ] GFF: Loaded 2 optimal features with 40.44% confidence from JSON config
[2025-11-16T05:18:18.370523] [DEBUG] [MAG       ] Building data for symbol: GFF with lookback: 0
[2025-11-16T05:18:18.372018] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:18.372123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:18.379385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:18.380844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:18.426865] [DEBUG] [MAG       ] BNY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:18.481266] [DEBUG] [MAG       ] GCO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:18.498263] [INFO ] [LOCAL     ] BNY: Saved forecast.
[2025-11-16T05:18:18.498383] [INFO ] [main      ] BNY: Signal=1 (Conf=80.0%), Magnitude=-0.13% (Conf=43.4699%)
[2025-11-16T05:18:18.498858] [INFO ] [main      ] Fetching symbol history for MFC...
[2025-11-16T05:18:18.498927] [DEBUG] [REMOTE    ] MFC: Fetching historical data.
[2025-11-16T05:18:18.498924] [INFO ] [main      ] Progress: 409/472 forecasts completed (86.7%). BNY finished in 0.6s. ETA: 11.1s. Rate: 340.99 forecasts/min
[2025-11-16T05:18:18.513151] [DEBUG] [REMOTE    ] MFC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:18.514030] [DEBUG] [LOCAL     ] Loaded configuration for MFC: 1 features, N/A% accuracy
[2025-11-16T05:18:18.514095] [INFO ] [LOCAL     ] MFC: Loaded 1 optimal features with 66.66% confidence from JSON config
[2025-11-16T05:18:18.514138] [DEBUG] [MAG       ] Building data for symbol: MFC with lookback: 0
[2025-11-16T05:18:18.515250] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:18:18.515326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:18.520291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:18.591843] [INFO ] [LOCAL     ] GCO: Saved forecast.
[2025-11-16T05:18:18.592111] [INFO ] [main      ] GCO: Signal=1 (Conf=80.0%), Magnitude=-1.92% (Conf=51.6691%)
[2025-11-16T05:18:18.592413] [INFO ] [main      ] Fetching symbol history for VST...
[2025-11-16T05:18:18.592834] [DEBUG] [REMOTE    ] VST: Fetching historical data.
[2025-11-16T05:18:18.593044] [INFO ] [main      ] Progress: 410/472 forecasts completed (86.9%). GCO finished in 0.7s. ETA: 10.9s. Rate: 341.38 forecasts/min
[2025-11-16T05:18:18.608729] [DEBUG] [REMOTE    ] VST: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:18.609436] [DEBUG] [LOCAL     ] Loaded configuration for VST: 6 features, N/A% accuracy
[2025-11-16T05:18:18.609494] [INFO ] [LOCAL     ] VST: Loaded 6 optimal features with 73.85% confidence from JSON config
[2025-11-16T05:18:18.609532] [DEBUG] [MAG       ] Building data for symbol: VST with lookback: 0
[2025-11-16T05:18:18.610428] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:18.610614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:18:18.612791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:18.614859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:18.615390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:18.616560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:18:18.618830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-11-16T05:18:18.625236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:18.671358] [DEBUG] [MAG       ] FLC: Last date is validated at 2025-11-14
[2025-11-16T05:18:18.740724] [DEBUG] [MAG       ] GFF: Last date is validated at 2025-11-14
[2025-11-16T05:18:18.846556] [DEBUG] [MAG       ] FLC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:18.865675] [DEBUG] [MAG       ] MFC: Last date is validated at 2025-11-14
[2025-11-16T05:18:18.915757] [INFO ] [LOCAL     ] FLC: Saved forecast.
[2025-11-16T05:18:18.915867] [INFO ] [main      ] FLC: Signal=1 (Conf=80.0%), Magnitude=-0.21% (Conf=45.2461%)
[2025-11-16T05:18:18.916100] [INFO ] [main      ] Fetching symbol history for NRDY...
[2025-11-16T05:18:18.916178] [DEBUG] [REMOTE    ] NRDY: Fetching historical data.
[2025-11-16T05:18:18.917777] [INFO ] [main      ] Progress: 411/472 forecasts completed (87.1%). FLC finished in 0.6s. ETA: 10.7s. Rate: 340.67 forecasts/min
[2025-11-16T05:18:18.931345] [DEBUG] [REMOTE    ] NRDY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:18.932272] [DEBUG] [LOCAL     ] Loaded configuration for NRDY: 8 features, N/A% accuracy
[2025-11-16T05:18:18.932339] [INFO ] [LOCAL     ] NRDY: Loaded 8 optimal features with 44.84% confidence from JSON config
[2025-11-16T05:18:18.932379] [DEBUG] [MAG       ] Building data for symbol: NRDY with lookback: 0
[2025-11-16T05:18:18.933321] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:18:18.933414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:18.938732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:18.940624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:18.941174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:18.941597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:18.942378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:18.942904] [DEBUG] [MAG       ] GFF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:18.973403] [DEBUG] [MAG       ] VST: Last date is validated at 2025-11-14
[2025-11-16T05:18:19.039685] [DEBUG] [MAG       ] MFC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:19.066868] [INFO ] [LOCAL     ] GFF: Saved forecast.
[2025-11-16T05:18:19.067253] [INFO ] [main      ] GFF: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=40.4384%)
[2025-11-16T05:18:19.067624] [INFO ] [main      ] Fetching symbol history for L...
[2025-11-16T05:18:19.067807] [DEBUG] [REMOTE    ] L: Fetching historical data.
[2025-11-16T05:18:19.068217] [INFO ] [main      ] Progress: 412/472 forecasts completed (87.3%). GFF finished in 0.7s. ETA: 10.6s. Rate: 340.79 forecasts/min
[2025-11-16T05:18:19.074269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:18:19.078202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-11-16T05:18:19.081796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:19.088416] [DEBUG] [REMOTE    ] L: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:19.089481] [DEBUG] [LOCAL     ] Loaded configuration for L: 5 features, N/A% accuracy
[2025-11-16T05:18:19.089554] [INFO ] [LOCAL     ] L: Loaded 5 optimal features with 67.19% confidence from JSON config
[2025-11-16T05:18:19.089592] [DEBUG] [MAG       ] Building data for symbol: L with lookback: 0
[2025-11-16T05:18:19.090937] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:19.091042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:19.093725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:19.094532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:19.095153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:19.097744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:19.136121] [INFO ] [LOCAL     ] MFC: Saved forecast.
[2025-11-16T05:18:19.136247] [INFO ] [main      ] MFC: Signal=1 (Conf=80.0%), Magnitude=2.03% (Conf=66.6621%)
[2025-11-16T05:18:19.136466] [INFO ] [main      ] Fetching symbol history for CRC...
[2025-11-16T05:18:19.136542] [DEBUG] [REMOTE    ] CRC: Fetching historical data.
[2025-11-16T05:18:19.138112] [INFO ] [main      ] Progress: 413/472 forecasts completed (87.5%). MFC finished in 0.6s. ETA: 10.4s. Rate: 341.29 forecasts/min
[2025-11-16T05:18:19.153208] [DEBUG] [REMOTE    ] CRC: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:19.154358] [DEBUG] [LOCAL     ] Loaded configuration for CRC: 10 features, N/A% accuracy
[2025-11-16T05:18:19.154505] [INFO ] [LOCAL     ] CRC: Loaded 10 optimal features with 52.36% confidence from JSON config
[2025-11-16T05:18:19.154605] [DEBUG] [MAG       ] Building data for symbol: CRC with lookback: 0
[2025-11-16T05:18:19.155915] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-11-16T05:18:19.156077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:19.155911] [DEBUG] [MAG       ] VST: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:19.158035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:19.195635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:19.210902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:19.311442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:19.313911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:19.315003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:19.316606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:19.319891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:19.320843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:19.322600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:18:19.325695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:19.396342] [INFO ] [LOCAL     ] VST: Saved forecast.
[2025-11-16T05:18:19.396736] [INFO ] [main      ] VST: Signal=1 (Conf=80.0%), Magnitude=3.15% (Conf=73.8481%)
[2025-11-16T05:18:19.397063] [INFO ] [main      ] Fetching symbol history for NAZ...
[2025-11-16T05:18:19.397478] [DEBUG] [REMOTE    ] NAZ: Fetching historical data.
[2025-11-16T05:18:19.397975] [INFO ] [main      ] Progress: 414/472 forecasts completed (87.7%). VST finished in 0.8s. ETA: 10.2s. Rate: 340.90 forecasts/min
[2025-11-16T05:18:19.416221] [DEBUG] [REMOTE    ] NAZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:19.417456] [DEBUG] [LOCAL     ] Loaded configuration for NAZ: 11 features, N/A% accuracy
[2025-11-16T05:18:19.417546] [INFO ] [LOCAL     ] NAZ: Loaded 11 optimal features with 46.24% confidence from JSON config
[2025-11-16T05:18:19.417598] [DEBUG] [MAG       ] Building data for symbol: NAZ with lookback: 0
[2025-11-16T05:18:19.419234] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-11-16T05:18:19.419363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:19.427861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:19.429428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:19.600693] [DEBUG] [MAG       ] NRDY: Last date is validated at 2025-11-14
[2025-11-16T05:18:19.616386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:18:19.734308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:19.738144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:19.740156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:18:19.741461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:19.744722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:19.745706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:19.747616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:18:19.751171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:19.750960] [DEBUG] [MAG       ] L: Last date is validated at 2025-11-14
[2025-11-16T05:18:19.855756] [DEBUG] [MAG       ] CRC: Last date is validated at 2025-11-14
[2025-11-16T05:18:19.887629] [DEBUG] [MAG       ] NRDY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:19.971267] [INFO ] [LOCAL     ] NRDY: Saved forecast.
[2025-11-16T05:18:19.971403] [INFO ] [main      ] NRDY: Signal=1 (Conf=80.0%), Magnitude=-0.28% (Conf=44.8398%)
[2025-11-16T05:18:19.971932] [INFO ] [main      ] Fetching symbol history for FINS...
[2025-11-16T05:18:19.972011] [DEBUG] [REMOTE    ] FINS: Fetching historical data.
[2025-11-16T05:18:19.972779] [INFO ] [main      ] Progress: 415/472 forecasts completed (87.9%). NRDY finished in 1.1s. ETA: 10.1s. Rate: 339.05 forecasts/min
[2025-11-16T05:18:19.989209] [DEBUG] [REMOTE    ] FINS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:19.990082] [DEBUG] [LOCAL     ] Loaded configuration for FINS: 4 features, N/A% accuracy
[2025-11-16T05:18:19.990148] [INFO ] [LOCAL     ] FINS: Loaded 4 optimal features with 44.43% confidence from JSON config
[2025-11-16T05:18:19.990194] [DEBUG] [MAG       ] Building data for symbol: FINS with lookback: 0
[2025-11-16T05:18:19.991512] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:19.991723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:19.998184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:20.001253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:20.002332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:20.003073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:20.022057] [DEBUG] [MAG       ] L: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:20.082612] [DEBUG] [MAG       ] CRC: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:20.185618] [INFO ] [LOCAL     ] L: Saved forecast.
[2025-11-16T05:18:20.186050] [INFO ] [main      ] L: Signal=1 (Conf=80.0%), Magnitude=-0.32% (Conf=67.1894%)
[2025-11-16T05:18:20.186454] [INFO ] [main      ] Fetching symbol history for MSD...
[2025-11-16T05:18:20.186614] [DEBUG] [REMOTE    ] MSD: Fetching historical data.
[2025-11-16T05:18:20.187071] [INFO ] [main      ] Progress: 416/472 forecasts completed (88.1%). L finished in 1.1s. ETA: 9.9s. Rate: 338.88 forecasts/min
[2025-11-16T05:18:20.201875] [DEBUG] [MAG       ] NAZ: Last date is validated at 2025-11-14
[2025-11-16T05:18:20.206470] [DEBUG] [REMOTE    ] MSD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:20.207293] [DEBUG] [LOCAL     ] Loaded configuration for MSD: 6 features, N/A% accuracy
[2025-11-16T05:18:20.207359] [INFO ] [LOCAL     ] MSD: Loaded 6 optimal features with 46.31% confidence from JSON config
[2025-11-16T05:18:20.207399] [DEBUG] [MAG       ] Building data for symbol: MSD with lookback: 0
[2025-11-16T05:18:20.208370] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:20.208454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:20.209599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:18:20.214716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:20.217265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:20.218046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:20.219602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:18:20.222015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:20.235735] [INFO ] [LOCAL     ] CRC: Saved forecast.
[2025-11-16T05:18:20.235847] [INFO ] [main      ] CRC: Signal=1 (Conf=80.0%), Magnitude=-0.38% (Conf=52.3561%)
[2025-11-16T05:18:20.236082] [INFO ] [main      ] Fetching symbol history for UNH...
[2025-11-16T05:18:20.236137] [DEBUG] [REMOTE    ] UNH: Fetching historical data.
[2025-11-16T05:18:20.237137] [INFO ] [main      ] Progress: 417/472 forecasts completed (88.3%). CRC finished in 1.1s. ETA: 9.7s. Rate: 339.46 forecasts/min
[2025-11-16T05:18:20.251004] [DEBUG] [REMOTE    ] UNH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:20.251681] [DEBUG] [LOCAL     ] Loaded configuration for UNH: 1 features, N/A% accuracy
[2025-11-16T05:18:20.252124] [INFO ] [LOCAL     ] UNH: Loaded 1 optimal features with 53.45% confidence from JSON config
[2025-11-16T05:18:20.252228] [DEBUG] [MAG       ] Building data for symbol: UNH with lookback: 0
[2025-11-16T05:18:20.253321] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:18:20.253464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:20.301144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:20.375526] [DEBUG] [MAG       ] NAZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:20.401073] [DEBUG] [MAG       ] FINS: Last date is validated at 2025-11-14
[2025-11-16T05:18:20.450143] [INFO ] [LOCAL     ] NAZ: Saved forecast.
[2025-11-16T05:18:20.450249] [INFO ] [main      ] NAZ: Signal=1 (Conf=80.0%), Magnitude=0.07% (Conf=46.2429%)
[2025-11-16T05:18:20.450653] [INFO ] [main      ] Fetching symbol history for TGT...
[2025-11-16T05:18:20.450728] [DEBUG] [REMOTE    ] TGT: Fetching historical data.
[2025-11-16T05:18:20.450836] [INFO ] [main      ] Progress: 418/472 forecasts completed (88.6%). NAZ finished in 1.1s. ETA: 9.5s. Rate: 339.29 forecasts/min
[2025-11-16T05:18:20.463299] [DEBUG] [REMOTE    ] TGT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:20.464201] [DEBUG] [LOCAL     ] Loaded configuration for TGT: 3 features, N/A% accuracy
[2025-11-16T05:18:20.464326] [INFO ] [LOCAL     ] TGT: Loaded 3 optimal features with 48.97% confidence from JSON config
[2025-11-16T05:18:20.464422] [DEBUG] [MAG       ] Building data for symbol: TGT with lookback: 0
[2025-11-16T05:18:20.465325] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:20.465456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:20.467958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:18:20.468810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:20.470878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:20.572681] [DEBUG] [MAG       ] FINS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:20.622850] [DEBUG] [MAG       ] MSD: Last date is validated at 2025-11-14
[2025-11-16T05:18:20.638711] [INFO ] [LOCAL     ] FINS: Saved forecast.
[2025-11-16T05:18:20.638826] [INFO ] [main      ] FINS: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=44.4293%)
[2025-11-16T05:18:20.638997] [INFO ] [main      ] Fetching symbol history for EMR...
[2025-11-16T05:18:20.639075] [DEBUG] [REMOTE    ] EMR: Fetching historical data.
[2025-11-16T05:18:20.640933] [INFO ] [main      ] Progress: 419/472 forecasts completed (88.8%). FINS finished in 0.7s. ETA: 9.4s. Rate: 339.23 forecasts/min
[2025-11-16T05:18:20.651585] [DEBUG] [REMOTE    ] EMR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:20.652408] [DEBUG] [LOCAL     ] Loaded configuration for EMR: 5 features, N/A% accuracy
[2025-11-16T05:18:20.652471] [INFO ] [LOCAL     ] EMR: Loaded 5 optimal features with 63.97% confidence from JSON config
[2025-11-16T05:18:20.652508] [DEBUG] [MAG       ] Building data for symbol: EMR with lookback: 0
[2025-11-16T05:18:20.653323] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:20.653400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:20.655170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:20.655722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:18:20.657964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:20.659068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-11-16T05:18:20.661863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:20.686490] [DEBUG] [MAG       ] UNH: Last date is validated at 2025-11-14
[2025-11-16T05:18:20.799057] [DEBUG] [MAG       ] MSD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:20.819952] [DEBUG] [MAG       ] TGT: Last date is validated at 2025-11-14
[2025-11-16T05:18:20.867726] [INFO ] [LOCAL     ] MSD: Saved forecast.
[2025-11-16T05:18:20.867845] [INFO ] [main      ] MSD: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=46.3095%)
[2025-11-16T05:18:20.868316] [INFO ] [main      ] Fetching symbol history for TYL...
[2025-11-16T05:18:20.868375] [DEBUG] [REMOTE    ] TYL: Fetching historical data.
[2025-11-16T05:18:20.868715] [INFO ] [main      ] Progress: 420/472 forecasts completed (89.0%). MSD finished in 0.7s. ETA: 9.2s. Rate: 339.00 forecasts/min
[2025-11-16T05:18:20.869289] [DEBUG] [MAG       ] UNH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:20.882267] [DEBUG] [REMOTE    ] TYL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:20.883178] [DEBUG] [LOCAL     ] Loaded configuration for TYL: 2 features, N/A% accuracy
[2025-11-16T05:18:20.883241] [INFO ] [LOCAL     ] TYL: Loaded 2 optimal features with 49.76% confidence from JSON config
[2025-11-16T05:18:20.883279] [DEBUG] [MAG       ] Building data for symbol: TYL with lookback: 0
[2025-11-16T05:18:20.884193] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:20.884267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:20.931713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:20.933194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:20.990256] [DEBUG] [MAG       ] TGT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:21.004905] [DEBUG] [MAG       ] EMR: Last date is validated at 2025-11-14
[2025-11-16T05:18:21.094412] [INFO ] [LOCAL     ] UNH: Saved forecast.
[2025-11-16T05:18:21.094534] [INFO ] [main      ] UNH: Signal=1 (Conf=80.0%), Magnitude=-4.58% (Conf=53.4519%)
[2025-11-16T05:18:21.094815] [INFO ] [main      ] Fetching symbol history for RM...
[2025-11-16T05:18:21.094883] [DEBUG] [REMOTE    ] RM: Fetching historical data.
[2025-11-16T05:18:21.095713] [INFO ] [main      ] Progress: 421/472 forecasts completed (89.2%). UNH finished in 0.9s. ETA: 9.0s. Rate: 338.77 forecasts/min
[2025-11-16T05:18:21.109252] [DEBUG] [REMOTE    ] RM: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:21.110231] [DEBUG] [LOCAL     ] Loaded configuration for RM: 7 features, N/A% accuracy
[2025-11-16T05:18:21.110300] [INFO ] [LOCAL     ] RM: Loaded 7 optimal features with 51.80% confidence from JSON config
[2025-11-16T05:18:21.110347] [DEBUG] [MAG       ] Building data for symbol: RM with lookback: 0
[2025-11-16T05:18:21.111332] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:21.111416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:21.116911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:21.119070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:21.119670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:21.120150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:21.120616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:18:21.162125] [INFO ] [LOCAL     ] TGT: Saved forecast.
[2025-11-16T05:18:21.162374] [INFO ] [main      ] TGT: Signal=1 (Conf=80.0%), Magnitude=-2.25% (Conf=48.9683%)
[2025-11-16T05:18:21.162671] [INFO ] [main      ] Fetching symbol history for HAE...
[2025-11-16T05:18:21.162786] [DEBUG] [REMOTE    ] HAE: Fetching historical data.
[2025-11-16T05:18:21.163943] [INFO ] [main      ] Progress: 422/472 forecasts completed (89.4%). TGT finished in 0.7s. ETA: 8.8s. Rate: 339.26 forecasts/min
[2025-11-16T05:18:21.174859] [DEBUG] [REMOTE    ] HAE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:21.175410] [DEBUG] [MAG       ] EMR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:21.175830] [DEBUG] [LOCAL     ] Loaded configuration for HAE: 3 features, N/A% accuracy
[2025-11-16T05:18:21.175951] [INFO ] [LOCAL     ] HAE: Loaded 3 optimal features with 42.39% confidence from JSON config
[2025-11-16T05:18:21.176045] [DEBUG] [MAG       ] Building data for symbol: HAE with lookback: 0
[2025-11-16T05:18:21.176923] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:21.177053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:21.178866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:21.179465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:21.179970] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:21.214314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:18:21.215552] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:21.282235] [DEBUG] [MAG       ] TYL: Last date is validated at 2025-11-14
[2025-11-16T05:18:21.327817] [INFO ] [LOCAL     ] EMR: Saved forecast.
[2025-11-16T05:18:21.327927] [INFO ] [main      ] EMR: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=63.9663%)
[2025-11-16T05:18:21.328102] [INFO ] [main      ] Fetching symbol history for THW...
[2025-11-16T05:18:21.328180] [DEBUG] [REMOTE    ] THW: Fetching historical data.
[2025-11-16T05:18:21.329184] [INFO ] [main      ] Progress: 423/472 forecasts completed (89.6%). EMR finished in 0.7s. ETA: 8.7s. Rate: 339.32 forecasts/min
[2025-11-16T05:18:21.341378] [DEBUG] [REMOTE    ] THW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:21.342361] [DEBUG] [LOCAL     ] Loaded configuration for THW: 5 features, N/A% accuracy
[2025-11-16T05:18:21.342481] [INFO ] [LOCAL     ] THW: Loaded 5 optimal features with 44.72% confidence from JSON config
[2025-11-16T05:18:21.342579] [DEBUG] [MAG       ] Building data for symbol: THW with lookback: 0
[2025-11-16T05:18:21.343457] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:21.343591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:21.345407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:21.346021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:21.346489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:18:21.347883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:18:21.348604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:21.454861] [DEBUG] [MAG       ] TYL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:21.515075] [DEBUG] [MAG       ] HAE: Last date is validated at 2025-11-14
[2025-11-16T05:18:21.569079] [DEBUG] [MAG       ] RM: Last date is validated at 2025-11-14
[2025-11-16T05:18:21.615208] [INFO ] [LOCAL     ] TYL: Saved forecast.
[2025-11-16T05:18:21.615498] [INFO ] [main      ] TYL: Signal=1 (Conf=80.0%), Magnitude=2.19% (Conf=49.7618%)
[2025-11-16T05:18:21.615842] [INFO ] [main      ] Fetching symbol history for USB...
[2025-11-16T05:18:21.615960] [DEBUG] [REMOTE    ] USB: Fetching historical data.
[2025-11-16T05:18:21.616738] [INFO ] [main      ] Progress: 424/472 forecasts completed (89.8%). TYL finished in 0.7s. ETA: 8.5s. Rate: 338.82 forecasts/min
[2025-11-16T05:18:21.629962] [DEBUG] [REMOTE    ] USB: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:21.630865] [DEBUG] [LOCAL     ] Loaded configuration for USB: 2 features, N/A% accuracy
[2025-11-16T05:18:21.630950] [INFO ] [LOCAL     ] USB: Loaded 2 optimal features with 52.17% confidence from JSON config
[2025-11-16T05:18:21.630989] [DEBUG] [MAG       ] Building data for symbol: USB with lookback: 0
[2025-11-16T05:18:21.631927] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:21.632007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:21.632857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-11-16T05:18:21.637269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:21.685245] [DEBUG] [MAG       ] HAE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:21.688169] [DEBUG] [MAG       ] THW: Last date is validated at 2025-11-14
[2025-11-16T05:18:21.745664] [DEBUG] [MAG       ] RM: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:21.822558] [INFO ] [LOCAL     ] HAE: Saved forecast.
[2025-11-16T05:18:21.822679] [INFO ] [main      ] HAE: Signal=1 (Conf=80.0%), Magnitude=8.07% (Conf=42.3913%)
[2025-11-16T05:18:21.823108] [INFO ] [main      ] Fetching symbol history for AYI...
[2025-11-16T05:18:21.823168] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2025-11-16T05:18:21.823773] [INFO ] [main      ] Progress: 425/472 forecasts completed (90.0%). HAE finished in 0.7s. ETA: 8.3s. Rate: 338.68 forecasts/min
[2025-11-16T05:18:21.836218] [DEBUG] [REMOTE    ] AYI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:21.837048] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2025-11-16T05:18:21.837110] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2025-11-16T05:18:21.837147] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2025-11-16T05:18:21.837993] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:21.838069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:21.843082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:21.845013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:21.845509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:21.846430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:18:21.847295] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:21.849109] [INFO ] [LOCAL     ] RM: Saved forecast.
[2025-11-16T05:18:21.849224] [INFO ] [main      ] RM: Signal=1 (Conf=80.0%), Magnitude=-2.89% (Conf=51.7986%)
[2025-11-16T05:18:21.849427] [INFO ] [main      ] Fetching symbol history for EFXT...
[2025-11-16T05:18:21.849478] [DEBUG] [REMOTE    ] EFXT: Fetching historical data.
[2025-11-16T05:18:21.850817] [INFO ] [main      ] Progress: 426/472 forecasts completed (90.3%). RM finished in 0.8s. ETA: 8.1s. Rate: 339.36 forecasts/min
[2025-11-16T05:18:21.861362] [DEBUG] [MAG       ] THW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:21.863464] [DEBUG] [REMOTE    ] EFXT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:21.864195] [DEBUG] [LOCAL     ] Loaded configuration for EFXT: 7 features, N/A% accuracy
[2025-11-16T05:18:21.864266] [INFO ] [LOCAL     ] EFXT: Loaded 7 optimal features with 48.22% confidence from JSON config
[2025-11-16T05:18:21.864303] [DEBUG] [MAG       ] Building data for symbol: EFXT with lookback: 0
[2025-11-16T05:18:21.865229] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:21.865323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:21.867474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:21.868163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:21.868595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:21.869574] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:18:21.872507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:21.873795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:18:21.875273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:21.928159] [INFO ] [LOCAL     ] THW: Saved forecast.
[2025-11-16T05:18:21.928444] [INFO ] [main      ] THW: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=44.7169%)
[2025-11-16T05:18:21.928944] [INFO ] [main      ] Fetching symbol history for MTG...
[2025-11-16T05:18:21.929010] [DEBUG] [REMOTE    ] MTG: Fetching historical data.
[2025-11-16T05:18:21.929759] [INFO ] [main      ] Progress: 427/472 forecasts completed (90.5%). THW finished in 0.6s. ETA: 7.9s. Rate: 339.80 forecasts/min
[2025-11-16T05:18:21.941740] [DEBUG] [REMOTE    ] MTG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:21.942319] [DEBUG] [LOCAL     ] Loaded configuration for MTG: 7 features, N/A% accuracy
[2025-11-16T05:18:21.942374] [INFO ] [LOCAL     ] MTG: Loaded 7 optimal features with 50.83% confidence from JSON config
[2025-11-16T05:18:21.942411] [DEBUG] [MAG       ] Building data for symbol: MTG with lookback: 0
[2025-11-16T05:18:21.943224] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:21.943321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:21.948186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:21.950017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:21.950513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:21.952924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:21.954125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:21.956180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:18:21.957309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:21.987591] [DEBUG] [MAG       ] USB: Last date is validated at 2025-11-14
[2025-11-16T05:18:22.161042] [DEBUG] [MAG       ] USB: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:22.184494] [DEBUG] [MAG       ] AYI: Last date is validated at 2025-11-14
[2025-11-16T05:18:22.224682] [DEBUG] [MAG       ] EFXT: Last date is validated at 2025-11-14
[2025-11-16T05:18:22.261632] [INFO ] [LOCAL     ] USB: Saved forecast.
[2025-11-16T05:18:22.261778] [INFO ] [main      ] USB: Signal=1 (Conf=80.0%), Magnitude=-0.69% (Conf=52.1738%)
[2025-11-16T05:18:22.262275] [INFO ] [main      ] Fetching symbol history for CVNA...
[2025-11-16T05:18:22.262335] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2025-11-16T05:18:22.263750] [INFO ] [main      ] Progress: 428/472 forecasts completed (90.7%). USB finished in 0.6s. ETA: 7.8s. Rate: 339.09 forecasts/min
[2025-11-16T05:18:22.276603] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:22.277709] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2025-11-16T05:18:22.277840] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2025-11-16T05:18:22.277941] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2025-11-16T05:18:22.278968] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:22.279108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:22.284458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:22.285617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:18:22.287216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:22.297233] [DEBUG] [MAG       ] MTG: Last date is validated at 2025-11-14
[2025-11-16T05:18:22.351945] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:22.400274] [DEBUG] [MAG       ] EFXT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:22.465400] [DEBUG] [MAG       ] MTG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:22.481940] [INFO ] [LOCAL     ] EFXT: Saved forecast.
[2025-11-16T05:18:22.482064] [INFO ] [main      ] EFXT: Signal=1 (Conf=80.0%), Magnitude=2.95% (Conf=48.2234%)
[2025-11-16T05:18:22.482322] [INFO ] [main      ] Fetching symbol history for BLND...
[2025-11-16T05:18:22.482391] [DEBUG] [REMOTE    ] BLND: Fetching historical data.
[2025-11-16T05:18:22.483258] [INFO ] [main      ] Progress: 429/472 forecasts completed (90.9%). EFXT finished in 0.6s. ETA: 7.6s. Rate: 338.90 forecasts/min
[2025-11-16T05:18:22.497191] [DEBUG] [REMOTE    ] BLND: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:22.498037] [DEBUG] [LOCAL     ] Loaded configuration for BLND: 4 features, N/A% accuracy
[2025-11-16T05:18:22.498158] [INFO ] [LOCAL     ] BLND: Loaded 4 optimal features with 64.33% confidence from JSON config
[2025-11-16T05:18:22.498254] [DEBUG] [MAG       ] Building data for symbol: BLND with lookback: 0
[2025-11-16T05:18:22.499201] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:22.499368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:22.504548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:22.516582] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2025-11-16T05:18:22.516909] [INFO ] [main      ] AYI: Signal=1 (Conf=80.0%), Magnitude=-0.58% (Conf=55.26%)
[2025-11-16T05:18:22.517098] [INFO ] [main      ] Fetching symbol history for WF...
[2025-11-16T05:18:22.517210] [DEBUG] [REMOTE    ] WF: Fetching historical data.
[2025-11-16T05:18:22.517748] [INFO ] [main      ] Progress: 430/472 forecasts completed (91.1%). AYI finished in 0.7s. ETA: 7.4s. Rate: 339.54 forecasts/min
[2025-11-16T05:18:22.529578] [DEBUG] [REMOTE    ] WF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:22.530357] [DEBUG] [LOCAL     ] Loaded configuration for WF: 8 features, N/A% accuracy
[2025-11-16T05:18:22.530427] [INFO ] [LOCAL     ] WF: Loaded 8 optimal features with 61.68% confidence from JSON config
[2025-11-16T05:18:22.530529] [DEBUG] [MAG       ] Building data for symbol: WF with lookback: 0
[2025-11-16T05:18:22.531417] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:18:22.531505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:22.533302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:22.533923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:22.534393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:22.537004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:18:22.537791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:18:22.539020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:18:22.539800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:18:22.540568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:22.560523] [INFO ] [LOCAL     ] MTG: Saved forecast.
[2025-11-16T05:18:22.560795] [INFO ] [main      ] MTG: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=50.8259%)
[2025-11-16T05:18:22.560999] [INFO ] [main      ] Fetching symbol history for CRK...
[2025-11-16T05:18:22.561061] [DEBUG] [REMOTE    ] CRK: Fetching historical data.
[2025-11-16T05:18:22.562121] [INFO ] [main      ] Progress: 431/472 forecasts completed (91.3%). MTG finished in 0.6s. ETA: 7.2s. Rate: 340.13 forecasts/min
[2025-11-16T05:18:22.565155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:22.566417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-11-16T05:18:22.568847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:22.574518] [DEBUG] [REMOTE    ] CRK: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:22.575438] [DEBUG] [LOCAL     ] Loaded configuration for CRK: 6 features, N/A% accuracy
[2025-11-16T05:18:22.575560] [INFO ] [LOCAL     ] CRK: Loaded 6 optimal features with 62.45% confidence from JSON config
[2025-11-16T05:18:22.575692] [DEBUG] [MAG       ] Building data for symbol: CRK with lookback: 0
[2025-11-16T05:18:22.576541] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:22.576722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:22.578489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:22.623281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:18:22.626117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:18:22.627442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:18:22.628170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:18:22.630244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:22.638941] [DEBUG] [MAG       ] CVNA: Last date is validated at 2025-11-14
[2025-11-16T05:18:22.817311] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:22.876207] [DEBUG] [MAG       ] WF: Last date is validated at 2025-11-14
[2025-11-16T05:18:22.931609] [DEBUG] [MAG       ] BLND: Last date is validated at 2025-11-14
[2025-11-16T05:18:22.968000] [DEBUG] [MAG       ] CRK: Last date is validated at 2025-11-14
[2025-11-16T05:18:22.994172] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2025-11-16T05:18:22.994294] [INFO ] [main      ] CVNA: Signal=1 (Conf=80.0%), Magnitude=6.31% (Conf=54.7966%)
[2025-11-16T05:18:22.994826] [INFO ] [main      ] Fetching symbol history for QGEN...
[2025-11-16T05:18:22.994897] [DEBUG] [REMOTE    ] QGEN: Fetching historical data.
[2025-11-16T05:18:22.995802] [INFO ] [main      ] Progress: 432/472 forecasts completed (91.5%). CVNA finished in 0.7s. ETA: 7.1s. Rate: 338.98 forecasts/min
[2025-11-16T05:18:23.009762] [DEBUG] [REMOTE    ] QGEN: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:23.010802] [DEBUG] [LOCAL     ] Loaded configuration for QGEN: 7 features, N/A% accuracy
[2025-11-16T05:18:23.010885] [INFO ] [LOCAL     ] QGEN: Loaded 7 optimal features with 53.32% confidence from JSON config
[2025-11-16T05:18:23.010934] [DEBUG] [MAG       ] Building data for symbol: QGEN with lookback: 0
[2025-11-16T05:18:23.011945] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:23.012035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:23.013893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:23.014515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:23.014973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:23.017168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:23.017743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:23.018923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:18:23.021088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:23.047827] [DEBUG] [MAG       ] WF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:23.114417] [DEBUG] [MAG       ] BLND: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:23.139407] [DEBUG] [MAG       ] CRK: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:23.146722] [INFO ] [LOCAL     ] WF: Saved forecast.
[2025-11-16T05:18:23.146965] [INFO ] [main      ] WF: Signal=1 (Conf=80.0%), Magnitude=2.55% (Conf=61.6801%)
[2025-11-16T05:18:23.147578] [INFO ] [main      ] Fetching symbol history for PRA...
[2025-11-16T05:18:23.147733] [INFO ] [main      ] Progress: 433/472 forecasts completed (91.7%). WF finished in 0.6s. ETA: 6.9s. Rate: 339.09 forecasts/min
[2025-11-16T05:18:23.147713] [DEBUG] [REMOTE    ] PRA: Fetching historical data.
[2025-11-16T05:18:23.159945] [DEBUG] [REMOTE    ] PRA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:23.160865] [DEBUG] [LOCAL     ] Loaded configuration for PRA: 5 features, N/A% accuracy
[2025-11-16T05:18:23.160985] [INFO ] [LOCAL     ] PRA: Loaded 5 optimal features with 35.58% confidence from JSON config
[2025-11-16T05:18:23.161082] [DEBUG] [MAG       ] Building data for symbol: PRA with lookback: 0
[2025-11-16T05:18:23.161949] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:23.162081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:23.166935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:23.168920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:23.169481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:23.169971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:18:23.170718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:23.185195] [INFO ] [LOCAL     ] BLND: Saved forecast.
[2025-11-16T05:18:23.185312] [INFO ] [main      ] BLND: Signal=1 (Conf=80.0%), Magnitude=-1.79% (Conf=64.3254%)
[2025-11-16T05:18:23.185535] [INFO ] [main      ] Fetching symbol history for PWR...
[2025-11-16T05:18:23.185590] [DEBUG] [REMOTE    ] PWR: Fetching historical data.
[2025-11-16T05:18:23.186883] [INFO ] [main      ] Progress: 434/472 forecasts completed (91.9%). BLND finished in 0.7s. ETA: 6.7s. Rate: 339.70 forecasts/min
[2025-11-16T05:18:23.199929] [DEBUG] [REMOTE    ] PWR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:23.200708] [DEBUG] [LOCAL     ] Loaded configuration for PWR: 1 features, N/A% accuracy
[2025-11-16T05:18:23.200828] [INFO ] [LOCAL     ] PWR: Loaded 1 optimal features with 62.34% confidence from JSON config
[2025-11-16T05:18:23.200926] [DEBUG] [MAG       ] Building data for symbol: PWR with lookback: 0
[2025-11-16T05:18:23.201875] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:18:23.202005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:23.207115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:23.244890] [INFO ] [LOCAL     ] CRK: Saved forecast.
[2025-11-16T05:18:23.244999] [INFO ] [main      ] CRK: Signal=1 (Conf=80.0%), Magnitude=3.11% (Conf=62.4487%)
[2025-11-16T05:18:23.245416] [INFO ] [main      ] Fetching symbol history for AKR...
[2025-11-16T05:18:23.245474] [DEBUG] [REMOTE    ] AKR: Fetching historical data.
[2025-11-16T05:18:23.245920] [INFO ] [main      ] Progress: 435/472 forecasts completed (92.2%). CRK finished in 0.7s. ETA: 6.5s. Rate: 340.22 forecasts/min
[2025-11-16T05:18:23.257982] [DEBUG] [REMOTE    ] AKR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:23.258866] [DEBUG] [LOCAL     ] Loaded configuration for AKR: 2 features, N/A% accuracy
[2025-11-16T05:18:23.259063] [INFO ] [LOCAL     ] AKR: Loaded 2 optimal features with 65.21% confidence from JSON config
[2025-11-16T05:18:23.259167] [DEBUG] [MAG       ] Building data for symbol: AKR with lookback: 0
[2025-11-16T05:18:23.260059] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:23.260191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:23.265096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:18:23.351321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:23.367517] [DEBUG] [MAG       ] QGEN: Last date is validated at 2025-11-14
[2025-11-16T05:18:23.513261] [DEBUG] [MAG       ] PRA: Last date is validated at 2025-11-14
[2025-11-16T05:18:23.547045] [DEBUG] [MAG       ] QGEN: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:23.553236] [DEBUG] [MAG       ] PWR: Last date is validated at 2025-11-14
[2025-11-16T05:18:23.652894] [INFO ] [LOCAL     ] QGEN: Saved forecast.
[2025-11-16T05:18:23.653010] [INFO ] [main      ] QGEN: Signal=1 (Conf=80.0%), Magnitude=-0.28% (Conf=53.3178%)
[2025-11-16T05:18:23.653531] [INFO ] [main      ] Fetching symbol history for BKSY...
[2025-11-16T05:18:23.653595] [DEBUG] [REMOTE    ] BKSY: Fetching historical data.
[2025-11-16T05:18:23.653844] [INFO ] [main      ] Progress: 436/472 forecasts completed (92.4%). QGEN finished in 0.7s. ETA: 6.4s. Rate: 339.20 forecasts/min
[2025-11-16T05:18:23.670281] [DEBUG] [REMOTE    ] BKSY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:23.671203] [DEBUG] [LOCAL     ] Loaded configuration for BKSY: 6 features, N/A% accuracy
[2025-11-16T05:18:23.671265] [INFO ] [LOCAL     ] BKSY: Loaded 6 optimal features with 66.01% confidence from JSON config
[2025-11-16T05:18:23.671303] [DEBUG] [MAG       ] Building data for symbol: BKSY with lookback: 0
[2025-11-16T05:18:23.672664] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:23.672870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:23.677914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:23.679835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:23.680372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:23.683394] [DEBUG] [MAG       ] PRA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:23.693826] [DEBUG] [MAG       ] AKR: Last date is validated at 2025-11-14
[2025-11-16T05:18:23.738398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:23.739442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-11-16T05:18:23.741068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:23.742233] [DEBUG] [MAG       ] PWR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:23.772539] [INFO ] [LOCAL     ] PRA: Saved forecast.
[2025-11-16T05:18:23.772666] [INFO ] [main      ] PRA: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=35.5821%)
[2025-11-16T05:18:23.772867] [INFO ] [main      ] Fetching symbol history for NUV...
[2025-11-16T05:18:23.772950] [DEBUG] [REMOTE    ] NUV: Fetching historical data.
[2025-11-16T05:18:23.774192] [INFO ] [main      ] Progress: 437/472 forecasts completed (92.6%). PRA finished in 0.6s. ETA: 6.2s. Rate: 339.45 forecasts/min
[2025-11-16T05:18:23.786011] [DEBUG] [REMOTE    ] NUV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:23.786812] [DEBUG] [LOCAL     ] Loaded configuration for NUV: 22 features, N/A% accuracy
[2025-11-16T05:18:23.786874] [INFO ] [LOCAL     ] NUV: Loaded 22 optimal features with 21.07% confidence from JSON config
[2025-11-16T05:18:23.786923] [DEBUG] [MAG       ] Building data for symbol: NUV with lookback: 0
[2025-11-16T05:18:23.787775] [DEBUG] [FEATURES  ] DataBuilder: Executing 22 feature methods.
[2025-11-16T05:18:23.787861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:23.792724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:23.794493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:23.795013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:23.795473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:23.795902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:23.797735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:23.798579] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:23.803798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:23.866611] [DEBUG] [MAG       ] AKR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:23.916458] [INFO ] [LOCAL     ] PWR: Saved forecast.
[2025-11-16T05:18:23.916826] [INFO ] [main      ] PWR: Signal=1 (Conf=80.0%), Magnitude=-1.70% (Conf=62.3431%)
[2025-11-16T05:18:23.917094] [INFO ] [main      ] Fetching symbol history for RVLV...
[2025-11-16T05:18:23.917205] [DEBUG] [REMOTE    ] RVLV: Fetching historical data.
[2025-11-16T05:18:23.918421] [INFO ] [main      ] Progress: 438/472 forecasts completed (92.8%). PWR finished in 0.7s. ETA: 6.0s. Rate: 339.59 forecasts/min
[2025-11-16T05:18:23.930997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:23.931603] [DEBUG] [REMOTE    ] RVLV: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:23.932569] [DEBUG] [LOCAL     ] Loaded configuration for RVLV: 3 features, N/A% accuracy
[2025-11-16T05:18:23.932714] [INFO ] [LOCAL     ] RVLV: Loaded 3 optimal features with 48.93% confidence from JSON config
[2025-11-16T05:18:23.932816] [DEBUG] [MAG       ] Building data for symbol: RVLV with lookback: 0
[2025-11-16T05:18:23.932885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:23.933937] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:23.934071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:23.939491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:23.942351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:23.944100] [INFO ] [LOCAL     ] AKR: Saved forecast.
[2025-11-16T05:18:23.944210] [INFO ] [main      ] AKR: Signal=1 (Conf=80.0%), Magnitude=0.92% (Conf=65.2056%)
[2025-11-16T05:18:23.944870] [INFO ] [main      ] Fetching symbol history for RA...
[2025-11-16T05:18:23.944938] [DEBUG] [REMOTE    ] RA: Fetching historical data.
[2025-11-16T05:18:23.945711] [INFO ] [main      ] Progress: 439/472 forecasts completed (93.0%). AKR finished in 0.7s. ETA: 5.8s. Rate: 340.25 forecasts/min
[2025-11-16T05:18:23.957930] [DEBUG] [REMOTE    ] RA: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:23.958781] [DEBUG] [LOCAL     ] Loaded configuration for RA: 9 features, N/A% accuracy
[2025-11-16T05:18:23.958875] [INFO ] [LOCAL     ] RA: Loaded 9 optimal features with 45.17% confidence from JSON config
[2025-11-16T05:18:23.958924] [DEBUG] [MAG       ] Building data for symbol: RA with lookback: 0
[2025-11-16T05:18:23.959759] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:18:23.959854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:23.964768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:23.966581] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:23.967256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:23.967941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:23.968421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:23.969765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:23.971833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:18:23.973302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:18:23.975028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:23.976984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:23.978014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:23.990957] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:24.033525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:18:24.034398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:24.035694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:18:24.108632] [DEBUG] [MAG       ] BKSY: Last date is validated at 2025-11-14
[2025-11-16T05:18:24.123866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:24.124668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:24.126458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:18:24.129289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:24.130387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:18:24.131138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:18:24.132284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:24.287015] [DEBUG] [MAG       ] BKSY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:24.318982] [DEBUG] [MAG       ] RA: Last date is validated at 2025-11-14
[2025-11-16T05:18:24.366216] [DEBUG] [MAG       ] RVLV: Last date is validated at 2025-11-14
[2025-11-16T05:18:24.398787] [INFO ] [LOCAL     ] BKSY: Saved forecast.
[2025-11-16T05:18:24.399095] [INFO ] [main      ] BKSY: Signal=1 (Conf=80.0%), Magnitude=-13.72% (Conf=66.0128%)
[2025-11-16T05:18:24.399368] [INFO ] [main      ] Fetching symbol history for RS...
[2025-11-16T05:18:24.399792] [DEBUG] [REMOTE    ] RS: Fetching historical data.
[2025-11-16T05:18:24.400734] [INFO ] [main      ] Progress: 440/472 forecasts completed (93.2%). BKSY finished in 0.7s. ETA: 5.7s. Rate: 339.03 forecasts/min
[2025-11-16T05:18:24.414079] [DEBUG] [REMOTE    ] RS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:24.415148] [DEBUG] [LOCAL     ] Loaded configuration for RS: 6 features, N/A% accuracy
[2025-11-16T05:18:24.415268] [INFO ] [LOCAL     ] RS: Loaded 6 optimal features with 57.95% confidence from JSON config
[2025-11-16T05:18:24.415367] [DEBUG] [MAG       ] Building data for symbol: RS with lookback: 0
[2025-11-16T05:18:24.416370] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:24.416510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:24.421658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:24.423625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:24.424220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:24.424700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:24.469919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:24.478109] [DEBUG] [MAG       ] NUV: Last date is validated at 2025-11-14
[2025-11-16T05:18:24.487227] [DEBUG] [MAG       ] RA: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:24.528106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:24.554765] [DEBUG] [MAG       ] RVLV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:24.562340] [INFO ] [LOCAL     ] RA: Saved forecast.
[2025-11-16T05:18:24.562468] [INFO ] [main      ] RA: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=45.1684%)
[2025-11-16T05:18:24.562699] [INFO ] [main      ] Fetching symbol history for YPF...
[2025-11-16T05:18:24.562763] [DEBUG] [REMOTE    ] YPF: Fetching historical data.
[2025-11-16T05:18:24.563504] [INFO ] [main      ] Progress: 441/472 forecasts completed (93.4%). RA finished in 0.6s. ETA: 5.5s. Rate: 339.09 forecasts/min
[2025-11-16T05:18:24.578184] [DEBUG] [REMOTE    ] YPF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:24.578934] [DEBUG] [LOCAL     ] Loaded configuration for YPF: 5 features, N/A% accuracy
[2025-11-16T05:18:24.579241] [INFO ] [LOCAL     ] YPF: Loaded 5 optimal features with 54.88% confidence from JSON config
[2025-11-16T05:18:24.579349] [DEBUG] [MAG       ] Building data for symbol: YPF with lookback: 0
[2025-11-16T05:18:24.580237] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:24.580372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:24.582211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:24.582867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:24.583392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:24.583936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:18:24.585170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:24.646077] [DEBUG] [MAG       ] NUV: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:24.675203] [INFO ] [LOCAL     ] RVLV: Saved forecast.
[2025-11-16T05:18:24.675329] [INFO ] [main      ] RVLV: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=48.9254%)
[2025-11-16T05:18:24.675882] [INFO ] [main      ] Fetching symbol history for HHH...
[2025-11-16T05:18:24.675957] [DEBUG] [REMOTE    ] HHH: Fetching historical data.
[2025-11-16T05:18:24.677254] [INFO ] [main      ] Progress: 442/472 forecasts completed (93.6%). RVLV finished in 0.8s. ETA: 5.3s. Rate: 339.37 forecasts/min
[2025-11-16T05:18:24.691561] [DEBUG] [REMOTE    ] HHH: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:24.692348] [DEBUG] [LOCAL     ] Loaded configuration for HHH: 5 features, N/A% accuracy
[2025-11-16T05:18:24.692427] [INFO ] [LOCAL     ] HHH: Loaded 5 optimal features with 38.06% confidence from JSON config
[2025-11-16T05:18:24.692485] [DEBUG] [MAG       ] Building data for symbol: HHH with lookback: 0
[2025-11-16T05:18:24.693435] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:24.693517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:24.695779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:24.696509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:24.697547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:24.698569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:18:24.699457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:24.732068] [INFO ] [LOCAL     ] NUV: Saved forecast.
[2025-11-16T05:18:24.732178] [INFO ] [main      ] NUV: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=21.0697%)
[2025-11-16T05:18:24.732350] [INFO ] [main      ] Fetching symbol history for MGY...
[2025-11-16T05:18:24.732425] [DEBUG] [REMOTE    ] MGY: Fetching historical data.
[2025-11-16T05:18:24.732867] [INFO ] [main      ] Progress: 443/472 forecasts completed (93.9%). NUV finished in 1.0s. ETA: 5.1s. Rate: 339.89 forecasts/min
[2025-11-16T05:18:24.745310] [DEBUG] [REMOTE    ] MGY: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:24.746136] [DEBUG] [LOCAL     ] Loaded configuration for MGY: 5 features, N/A% accuracy
[2025-11-16T05:18:24.746199] [INFO ] [LOCAL     ] MGY: Loaded 5 optimal features with 52.96% confidence from JSON config
[2025-11-16T05:18:24.746236] [DEBUG] [MAG       ] Building data for symbol: MGY with lookback: 0
[2025-11-16T05:18:24.747085] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:24.747162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:24.752141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:24.754004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:24.754527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:24.754974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:24.879232] [DEBUG] [MAG       ] RS: Last date is validated at 2025-11-14
[2025-11-16T05:18:24.884578] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:24.927328] [DEBUG] [MAG       ] YPF: Last date is validated at 2025-11-14
[2025-11-16T05:18:25.052240] [DEBUG] [MAG       ] RS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:25.059868] [DEBUG] [MAG       ] HHH: Last date is validated at 2025-11-14
[2025-11-16T05:18:25.096943] [DEBUG] [MAG       ] YPF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:25.197604] [INFO ] [LOCAL     ] YPF: Saved forecast.
[2025-11-16T05:18:25.197758] [INFO ] [main      ] YPF: Signal=1 (Conf=80.0%), Magnitude=6.92% (Conf=54.8804%)
[2025-11-16T05:18:25.198095] [INFO ] [main      ] Fetching symbol history for MPW...
[2025-11-16T05:18:25.198208] [DEBUG] [REMOTE    ] MPW: Fetching historical data.
[2025-11-16T05:18:25.198666] [INFO ] [main      ] Progress: 444/472 forecasts completed (94.1%). YPF finished in 0.6s. ETA: 5.0s. Rate: 338.64 forecasts/min
[2025-11-16T05:18:25.210928] [DEBUG] [REMOTE    ] MPW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:25.211033] [INFO ] [LOCAL     ] RS: Saved forecast.
[2025-11-16T05:18:25.211145] [INFO ] [main      ] RS: Signal=1 (Conf=80.0%), Magnitude=-1.30% (Conf=57.9522%)
[2025-11-16T05:18:25.211625] [DEBUG] [LOCAL     ] Loaded configuration for MPW: 4 features, N/A% accuracy
[2025-11-16T05:18:25.211703] [INFO ] [main      ] Fetching symbol history for TEO...
[2025-11-16T05:18:25.211704] [INFO ] [LOCAL     ] MPW: Loaded 4 optimal features with 54.06% confidence from JSON config
[2025-11-16T05:18:25.211840] [DEBUG] [MAG       ] Building data for symbol: MPW with lookback: 0
[2025-11-16T05:18:25.211843] [INFO ] [main      ] Progress: 445/472 forecasts completed (94.3%). RS finished in 0.8s. ETA: 4.8s. Rate: 339.35 forecasts/min
[2025-11-16T05:18:25.211791] [DEBUG] [REMOTE    ] TEO: Fetching historical data.
[2025-11-16T05:18:25.212692] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:25.212773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:25.214493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:25.215135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:25.215671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:18:25.216361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:25.218633] [DEBUG] [MAG       ] MGY: Last date is validated at 2025-11-14
[2025-11-16T05:18:25.226115] [DEBUG] [REMOTE    ] TEO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:25.226842] [DEBUG] [LOCAL     ] Loaded configuration for TEO: 6 features, N/A% accuracy
[2025-11-16T05:18:25.226923] [INFO ] [LOCAL     ] TEO: Loaded 6 optimal features with 48.28% confidence from JSON config
[2025-11-16T05:18:25.226973] [DEBUG] [MAG       ] Building data for symbol: TEO with lookback: 0
[2025-11-16T05:18:25.227964] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:25.228060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:25.233135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:25.235044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:25.235606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:25.236060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:25.237020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:18:25.237772] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:25.238378] [DEBUG] [MAG       ] HHH: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:25.358919] [INFO ] [LOCAL     ] HHH: Saved forecast.
[2025-11-16T05:18:25.359034] [INFO ] [main      ] HHH: Signal=1 (Conf=80.0%), Magnitude=3.50% (Conf=38.0586%)
[2025-11-16T05:18:25.359491] [INFO ] [main      ] Fetching symbol history for GLP...
[2025-11-16T05:18:25.359550] [DEBUG] [REMOTE    ] GLP: Fetching historical data.
[2025-11-16T05:18:25.360708] [INFO ] [main      ] Progress: 446/472 forecasts completed (94.5%). HHH finished in 0.7s. ETA: 4.6s. Rate: 339.47 forecasts/min
[2025-11-16T05:18:25.373384] [DEBUG] [REMOTE    ] GLP: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:25.374380] [DEBUG] [LOCAL     ] Loaded configuration for GLP: 2 features, N/A% accuracy
[2025-11-16T05:18:25.374502] [INFO ] [LOCAL     ] GLP: Loaded 2 optimal features with 51.23% confidence from JSON config
[2025-11-16T05:18:25.374598] [DEBUG] [MAG       ] Building data for symbol: GLP with lookback: 0
[2025-11-16T05:18:25.375530] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:25.375677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:25.386586] [DEBUG] [MAG       ] MGY: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:25.419862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:25.422115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:25.474351] [INFO ] [LOCAL     ] MGY: Saved forecast.
[2025-11-16T05:18:25.474457] [INFO ] [main      ] MGY: Signal=1 (Conf=80.0%), Magnitude=0.87% (Conf=52.9587%)
[2025-11-16T05:18:25.474629] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-11-16T05:18:25.475136] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-11-16T05:18:25.476753] [INFO ] [main      ] Progress: 447/472 forecasts completed (94.7%). MGY finished in 0.7s. ETA: 4.4s. Rate: 339.73 forecasts/min
[2025-11-16T05:18:25.488764] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:25.489514] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-11-16T05:18:25.489633] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-11-16T05:18:25.489754] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-11-16T05:18:25.490604] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-11-16T05:18:25.490848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:25.495777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:25.497728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:25.498298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:25.498839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:25.499313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:25.500146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:25.501030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:25.503505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:25.556484] [DEBUG] [MAG       ] MPW: Last date is validated at 2025-11-14
[2025-11-16T05:18:25.588766] [DEBUG] [MAG       ] TEO: Last date is validated at 2025-11-14
[2025-11-16T05:18:25.632358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:25.634529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:25.677720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:25.678870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:25.727111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:18:25.728009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:25.729326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-11-16T05:18:25.729760] [DEBUG] [MAG       ] MPW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:25.759478] [DEBUG] [MAG       ] TEO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:25.775764] [DEBUG] [MAG       ] GLP: Last date is validated at 2025-11-14
[2025-11-16T05:18:25.795354] [INFO ] [LOCAL     ] MPW: Saved forecast.
[2025-11-16T05:18:25.795477] [INFO ] [main      ] MPW: Signal=1 (Conf=80.0%), Magnitude=-1.83% (Conf=54.0583%)
[2025-11-16T05:18:25.795677] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-11-16T05:18:25.795774] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-11-16T05:18:25.798029] [INFO ] [main      ] Progress: 448/472 forecasts completed (94.9%). MPW finished in 0.6s. ETA: 4.2s. Rate: 339.11 forecasts/min
[2025-11-16T05:18:25.809322] [DEBUG] [REMOTE    ] CMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:25.810050] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-11-16T05:18:25.810173] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-11-16T05:18:25.810272] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-11-16T05:18:25.811291] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:25.811424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:25.815087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-11-16T05:18:25.815907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:25.816513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:25.817813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-11-16T05:18:25.818531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:25.819128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:18:25.819902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:18:25.820630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:25.821783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-11-16T05:18:25.822213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:25.823767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-11-16T05:18:25.824498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:18:25.829003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:18:25.830235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-11-16T05:18:25.831548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-11-16T05:18:25.833130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-11-16T05:18:25.836088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-11-16T05:18:25.836840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-11-16T05:18:25.837578] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:25.847857] [INFO ] [LOCAL     ] TEO: Saved forecast.
[2025-11-16T05:18:25.847988] [INFO ] [main      ] TEO: Signal=1 (Conf=80.0%), Magnitude=0.44% (Conf=48.2847%)
[2025-11-16T05:18:25.848220] [INFO ] [main      ] Fetching symbol history for STXG...
[2025-11-16T05:18:25.848273] [DEBUG] [REMOTE    ] STXG: Fetching historical data.
[2025-11-16T05:18:25.849255] [INFO ] [main      ] Progress: 449/472 forecasts completed (95.1%). TEO finished in 0.6s. ETA: 4.1s. Rate: 339.65 forecasts/min
[2025-11-16T05:18:25.861863] [DEBUG] [REMOTE    ] STXG: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:25.862864] [DEBUG] [LOCAL     ] Loaded configuration for STXG: 9 features, N/A% accuracy
[2025-11-16T05:18:25.862938] [INFO ] [LOCAL     ] STXG: Loaded 9 optimal features with 42.66% confidence from JSON config
[2025-11-16T05:18:25.863042] [DEBUG] [MAG       ] Building data for symbol: STXG with lookback: 0
[2025-11-16T05:18:25.864009] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-11-16T05:18:25.864098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:25.869200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:25.871229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:25.871827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:25.953274] [DEBUG] [MAG       ] GLP: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:26.005972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:26.008840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:26.010156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:18:26.012253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:18:26.013511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:18:26.014403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:26.056157] [INFO ] [LOCAL     ] GLP: Saved forecast.
[2025-11-16T05:18:26.056281] [INFO ] [main      ] GLP: Signal=1 (Conf=80.0%), Magnitude=0.52% (Conf=51.2297%)
[2025-11-16T05:18:26.056500] [INFO ] [main      ] Fetching symbol history for NKX...
[2025-11-16T05:18:26.056579] [DEBUG] [REMOTE    ] NKX: Fetching historical data.
[2025-11-16T05:18:26.057041] [INFO ] [main      ] Progress: 450/472 forecasts completed (95.3%). GLP finished in 0.7s. ETA: 3.9s. Rate: 339.51 forecasts/min
[2025-11-16T05:18:26.071126] [DEBUG] [REMOTE    ] NKX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:26.071865] [DEBUG] [LOCAL     ] Loaded configuration for NKX: 6 features, N/A% accuracy
[2025-11-16T05:18:26.071931] [INFO ] [LOCAL     ] NKX: Loaded 6 optimal features with 50.36% confidence from JSON config
[2025-11-16T05:18:26.071985] [DEBUG] [MAG       ] Building data for symbol: NKX with lookback: 0
[2025-11-16T05:18:26.072932] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:26.073018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:26.075098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:26.075766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:26.076970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-11-16T05:18:26.078720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-11-16T05:18:26.079844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-11-16T05:18:26.080545] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:26.166753] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-11-14
[2025-11-16T05:18:26.173487] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-11-14
[2025-11-16T05:18:26.338981] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:26.344893] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:26.365740] [DEBUG] [MAG       ] STXG: Last date is validated at 2025-11-14
[2025-11-16T05:18:26.443131] [DEBUG] [MAG       ] NKX: Last date is validated at 2025-11-14
[2025-11-16T05:18:26.444559] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-11-16T05:18:26.444836] [INFO ] [main      ] BUXX: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-11-16T05:18:26.445306] [INFO ] [main      ] Fetching symbol history for DMO...
[2025-11-16T05:18:26.445427] [DEBUG] [REMOTE    ] DMO: Fetching historical data.
[2025-11-16T05:18:26.445768] [INFO ] [main      ] Progress: 451/472 forecasts completed (95.6%). BUXX finished in 1.0s. ETA: 3.7s. Rate: 338.61 forecasts/min
[2025-11-16T05:18:26.457668] [DEBUG] [REMOTE    ] DMO: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:26.458253] [DEBUG] [LOCAL     ] Loaded configuration for DMO: 6 features, N/A% accuracy
[2025-11-16T05:18:26.458306] [INFO ] [LOCAL     ] DMO: Loaded 6 optimal features with 35.11% confidence from JSON config
[2025-11-16T05:18:26.458344] [DEBUG] [MAG       ] Building data for symbol: DMO with lookback: 0
[2025-11-16T05:18:26.459138] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:26.459239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:26.460949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:26.461469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:26.461891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:26.462786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-11-16T05:18:26.508180] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-11-16T05:18:26.508288] [INFO ] [main      ] CMI: Signal=1 (Conf=80.0%), Magnitude=-1.13% (Conf=57.3855%)
[2025-11-16T05:18:26.508505] [INFO ] [main      ] Fetching symbol history for HPS...
[2025-11-16T05:18:26.508564] [DEBUG] [REMOTE    ] HPS: Fetching historical data.
[2025-11-16T05:18:26.509760] [INFO ] [main      ] Progress: 452/472 forecasts completed (95.8%). CMI finished in 0.7s. ETA: 3.5s. Rate: 339.09 forecasts/min
[2025-11-16T05:18:26.521733] [DEBUG] [REMOTE    ] HPS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:26.522321] [DEBUG] [LOCAL     ] Loaded configuration for HPS: 2 features, N/A% accuracy
[2025-11-16T05:18:26.522509] [INFO ] [LOCAL     ] HPS: Loaded 2 optimal features with 52.40% confidence from JSON config
[2025-11-16T05:18:26.522612] [DEBUG] [MAG       ] Building data for symbol: HPS with lookback: 0
[2025-11-16T05:18:26.523493] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-11-16T05:18:26.523629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:26.528740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-11-16T05:18:26.530622] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:26.542187] [DEBUG] [MAG       ] STXG: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:26.588428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:26.589776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:26.635478] [INFO ] [LOCAL     ] STXG: Saved forecast.
[2025-11-16T05:18:26.635605] [INFO ] [main      ] STXG: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=42.6567%)
[2025-11-16T05:18:26.636193] [INFO ] [main      ] Fetching symbol history for UZD...
[2025-11-16T05:18:26.636265] [DEBUG] [REMOTE    ] UZD: Fetching historical data.
[2025-11-16T05:18:26.637312] [INFO ] [main      ] Progress: 453/472 forecasts completed (96.0%). STXG finished in 0.8s. ETA: 3.4s. Rate: 339.30 forecasts/min
[2025-11-16T05:18:26.643095] [DEBUG] [MAG       ] NKX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:26.651059] [DEBUG] [REMOTE    ] UZD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:26.651822] [DEBUG] [LOCAL     ] Loaded configuration for UZD: 5 features, N/A% accuracy
[2025-11-16T05:18:26.651958] [INFO ] [LOCAL     ] UZD: Loaded 5 optimal features with 54.32% confidence from JSON config
[2025-11-16T05:18:26.652066] [DEBUG] [MAG       ] Building data for symbol: UZD with lookback: 0
[2025-11-16T05:18:26.653288] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:26.653435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-11-16T05:18:26.655877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:26.657893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:26.658488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-11-16T05:18:26.659990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-11-16T05:18:26.662163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:26.714797] [INFO ] [LOCAL     ] NKX: Saved forecast.
[2025-11-16T05:18:26.714920] [INFO ] [main      ] NKX: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=50.3635%)
[2025-11-16T05:18:26.715412] [INFO ] [main      ] Fetching symbol history for AR...
[2025-11-16T05:18:26.715483] [DEBUG] [REMOTE    ] AR: Fetching historical data.
[2025-11-16T05:18:26.716506] [INFO ] [main      ] Progress: 454/472 forecasts completed (96.2%). NKX finished in 0.7s. ETA: 3.2s. Rate: 339.72 forecasts/min
[2025-11-16T05:18:26.729537] [DEBUG] [REMOTE    ] AR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:26.730429] [DEBUG] [LOCAL     ] Loaded configuration for AR: 5 features, N/A% accuracy
[2025-11-16T05:18:26.730508] [INFO ] [LOCAL     ] AR: Loaded 5 optimal features with 44.42% confidence from JSON config
[2025-11-16T05:18:26.730558] [DEBUG] [MAG       ] Building data for symbol: AR with lookback: 0
[2025-11-16T05:18:26.731459] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:26.731555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:26.736592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:26.738742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:26.739317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:26.739791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-11-16T05:18:26.800524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:26.868488] [DEBUG] [MAG       ] HPS: Last date is validated at 2025-11-14
[2025-11-16T05:18:26.925921] [DEBUG] [MAG       ] DMO: Last date is validated at 2025-11-14
[2025-11-16T05:18:27.020795] [DEBUG] [MAG       ] UZD: Last date is validated at 2025-11-14
[2025-11-16T05:18:27.036329] [DEBUG] [MAG       ] HPS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:27.099802] [DEBUG] [MAG       ] DMO: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:27.101084] [INFO ] [LOCAL     ] HPS: Saved forecast.
[2025-11-16T05:18:27.101188] [INFO ] [main      ] HPS: Signal=1 (Conf=80.0%), Magnitude=-0.17% (Conf=52.3953%)
[2025-11-16T05:18:27.101354] [INFO ] [main      ] Fetching symbol history for HUBS...
[2025-11-16T05:18:27.101403] [DEBUG] [REMOTE    ] HUBS: Fetching historical data.
[2025-11-16T05:18:27.102606] [INFO ] [main      ] Progress: 455/472 forecasts completed (96.4%). HPS finished in 0.6s. ETA: 3.0s. Rate: 338.83 forecasts/min
[2025-11-16T05:18:27.114183] [DEBUG] [REMOTE    ] HUBS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:27.114878] [DEBUG] [LOCAL     ] Loaded configuration for HUBS: 0 features, N/A% accuracy
[2025-11-16T05:18:27.114999] [INFO ] [LOCAL     ] HUBS: Loaded 0 optimal features with 57.25% confidence from JSON config
[2025-11-16T05:18:27.115097] [DEBUG] [MAG       ] Building data for symbol: HUBS with lookback: 0
[2025-11-16T05:18:27.115986] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-11-16T05:18:27.161283] [DEBUG] [MAG       ] AR: Last date is validated at 2025-11-14
[2025-11-16T05:18:27.163410] [INFO ] [LOCAL     ] DMO: Saved forecast.
[2025-11-16T05:18:27.163543] [INFO ] [main      ] DMO: Signal=1 (Conf=80.0%), Magnitude=0.08% (Conf=35.1091%)
[2025-11-16T05:18:27.163983] [INFO ] [main      ] Fetching symbol history for GGZ...
[2025-11-16T05:18:27.164194] [DEBUG] [REMOTE    ] GGZ: Fetching historical data.
[2025-11-16T05:18:27.164727] [INFO ] [main      ] Progress: 456/472 forecasts completed (96.6%). DMO finished in 0.7s. ETA: 2.8s. Rate: 339.32 forecasts/min
[2025-11-16T05:18:27.176121] [DEBUG] [REMOTE    ] GGZ: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:27.177069] [DEBUG] [LOCAL     ] Loaded configuration for GGZ: 6 features, N/A% accuracy
[2025-11-16T05:18:27.177190] [INFO ] [LOCAL     ] GGZ: Loaded 6 optimal features with 51.86% confidence from JSON config
[2025-11-16T05:18:27.177288] [DEBUG] [MAG       ] Building data for symbol: GGZ with lookback: 0
[2025-11-16T05:18:27.178159] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-11-16T05:18:27.178293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:27.180139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:27.180745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:27.181267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:27.181774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:27.201029] [DEBUG] [MAG       ] UZD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:27.226687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-11-16T05:18:27.227944] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:27.275433] [INFO ] [LOCAL     ] UZD: Saved forecast.
[2025-11-16T05:18:27.275564] [INFO ] [main      ] UZD: Signal=1 (Conf=80.0%), Magnitude=-0.43% (Conf=54.3159%)
[2025-11-16T05:18:27.275813] [INFO ] [main      ] Fetching symbol history for HQL...
[2025-11-16T05:18:27.275872] [DEBUG] [REMOTE    ] HQL: Fetching historical data.
[2025-11-16T05:18:27.277894] [INFO ] [main      ] Progress: 457/472 forecasts completed (96.8%). UZD finished in 0.6s. ETA: 2.7s. Rate: 339.58 forecasts/min
[2025-11-16T05:18:27.290957] [DEBUG] [REMOTE    ] HQL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:27.291632] [DEBUG] [LOCAL     ] Loaded configuration for HQL: 5 features, N/A% accuracy
[2025-11-16T05:18:27.291718] [INFO ] [LOCAL     ] HQL: Loaded 5 optimal features with 56.44% confidence from JSON config
[2025-11-16T05:18:27.291756] [DEBUG] [MAG       ] Building data for symbol: HQL with lookback: 0
[2025-11-16T05:18:27.292741] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:27.292812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:27.298202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:27.340857] [DEBUG] [MAG       ] AR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:27.348800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-11-16T05:18:27.350381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-11-16T05:18:27.352148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:18:27.353069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:27.455312] [INFO ] [LOCAL     ] AR: Saved forecast.
[2025-11-16T05:18:27.455455] [INFO ] [main      ] AR: Signal=1 (Conf=80.0%), Magnitude=-5.24% (Conf=44.4178%)
[2025-11-16T05:18:27.455772] [INFO ] [main      ] Fetching symbol history for SYF...
[2025-11-16T05:18:27.455841] [DEBUG] [REMOTE    ] SYF: Fetching historical data.
[2025-11-16T05:18:27.456839] [INFO ] [main      ] Progress: 458/472 forecasts completed (97.0%). AR finished in 0.7s. ETA: 2.5s. Rate: 339.57 forecasts/min
[2025-11-16T05:18:27.458163] [DEBUG] [MAG       ] HUBS: Last date is validated at 2025-11-14
[2025-11-16T05:18:27.470699] [DEBUG] [REMOTE    ] SYF: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:27.471620] [DEBUG] [LOCAL     ] Loaded configuration for SYF: 3 features, N/A% accuracy
[2025-11-16T05:18:27.471699] [INFO ] [LOCAL     ] SYF: Loaded 3 optimal features with 65.27% confidence from JSON config
[2025-11-16T05:18:27.471751] [DEBUG] [MAG       ] Building data for symbol: SYF with lookback: 0
[2025-11-16T05:18:27.472661] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:27.472746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:27.473749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-11-16T05:18:27.476452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:18:27.477755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:27.565591] [DEBUG] [MAG       ] GGZ: Last date is validated at 2025-11-14
[2025-11-16T05:18:27.631431] [DEBUG] [MAG       ] HUBS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:27.720490] [DEBUG] [MAG       ] HQL: Last date is validated at 2025-11-14
[2025-11-16T05:18:27.734155] [DEBUG] [MAG       ] GGZ: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:27.803086] [INFO ] [LOCAL     ] GGZ: Saved forecast.
[2025-11-16T05:18:27.803193] [INFO ] [main      ] GGZ: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=51.8627%)
[2025-11-16T05:18:27.803376] [INFO ] [main      ] Fetching symbol history for OWL...
[2025-11-16T05:18:27.803456] [DEBUG] [REMOTE    ] OWL: Fetching historical data.
[2025-11-16T05:18:27.804299] [INFO ] [main      ] Progress: 459/472 forecasts completed (97.2%). GGZ finished in 0.6s. ETA: 2.3s. Rate: 338.86 forecasts/min
[2025-11-16T05:18:27.821976] [DEBUG] [REMOTE    ] OWL: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:27.822783] [DEBUG] [LOCAL     ] Loaded configuration for OWL: 1 features, N/A% accuracy
[2025-11-16T05:18:27.822854] [INFO ] [LOCAL     ] OWL: Loaded 1 optimal features with 57.99% confidence from JSON config
[2025-11-16T05:18:27.822901] [DEBUG] [MAG       ] Building data for symbol: OWL with lookback: 0
[2025-11-16T05:18:27.823938] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:18:27.824022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:27.824949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:27.830801] [DEBUG] [MAG       ] SYF: Last date is validated at 2025-11-14
[2025-11-16T05:18:27.856172] [INFO ] [LOCAL     ] HUBS: Saved forecast.
[2025-11-16T05:18:27.856383] [INFO ] [main      ] HUBS: Signal=1 (Conf=80.0%), Magnitude=0.91% (Conf=57.247%)
[2025-11-16T05:18:27.856875] [INFO ] [main      ] Fetching symbol history for BOX...
[2025-11-16T05:18:27.856992] [DEBUG] [REMOTE    ] BOX: Fetching historical data.
[2025-11-16T05:18:27.857704] [INFO ] [main      ] Progress: 460/472 forecasts completed (97.5%). HUBS finished in 0.8s. ETA: 2.1s. Rate: 339.38 forecasts/min
[2025-11-16T05:18:27.869567] [DEBUG] [REMOTE    ] BOX: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:27.870270] [DEBUG] [LOCAL     ] Loaded configuration for BOX: 7 features, N/A% accuracy
[2025-11-16T05:18:27.870389] [INFO ] [LOCAL     ] BOX: Loaded 7 optimal features with 55.62% confidence from JSON config
[2025-11-16T05:18:27.870486] [DEBUG] [MAG       ] Building data for symbol: BOX with lookback: 0
[2025-11-16T05:18:27.871361] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-11-16T05:18:27.871496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:27.876462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:27.878344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:27.878974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:27.879448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:18:27.883615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-11-16T05:18:27.884884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-11-16T05:18:27.902477] [DEBUG] [MAG       ] HQL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:27.905444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:27.980281] [INFO ] [LOCAL     ] HQL: Saved forecast.
[2025-11-16T05:18:27.980594] [INFO ] [main      ] HQL: Signal=1 (Conf=80.0%), Magnitude=-2.01% (Conf=56.4431%)
[2025-11-16T05:18:27.981039] [INFO ] [main      ] Fetching symbol history for XHR...
[2025-11-16T05:18:27.981154] [DEBUG] [REMOTE    ] XHR: Fetching historical data.
[2025-11-16T05:18:27.981745] [INFO ] [main      ] Progress: 461/472 forecasts completed (97.7%). HQL finished in 0.7s. ETA: 1.9s. Rate: 339.60 forecasts/min
[2025-11-16T05:18:27.993692] [DEBUG] [REMOTE    ] XHR: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:27.994499] [DEBUG] [LOCAL     ] Loaded configuration for XHR: 4 features, N/A% accuracy
[2025-11-16T05:18:27.994553] [INFO ] [LOCAL     ] XHR: Loaded 4 optimal features with 45.09% confidence from JSON config
[2025-11-16T05:18:27.994604] [DEBUG] [MAG       ] Building data for symbol: XHR with lookback: 0
[2025-11-16T05:18:27.995424] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-11-16T05:18:27.995500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:28.000295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:28.002111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:28.002626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:28.010420] [DEBUG] [MAG       ] SYF: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:28.046170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:28.189538] [DEBUG] [MAG       ] OWL: Last date is validated at 2025-11-14
[2025-11-16T05:18:28.250908] [DEBUG] [MAG       ] BOX: Last date is validated at 2025-11-14
[2025-11-16T05:18:28.265307] [INFO ] [LOCAL     ] SYF: Saved forecast.
[2025-11-16T05:18:28.265420] [INFO ] [main      ] SYF: Signal=1 (Conf=80.0%), Magnitude=-0.33% (Conf=65.269%)
[2025-11-16T05:18:28.265662] [INFO ] [main      ] Fetching symbol history for NMI...
[2025-11-16T05:18:28.265720] [DEBUG] [REMOTE    ] NMI: Fetching historical data.
[2025-11-16T05:18:28.266849] [INFO ] [main      ] Progress: 462/472 forecasts completed (97.9%). SYF finished in 0.8s. ETA: 1.8s. Rate: 339.14 forecasts/min
[2025-11-16T05:18:28.279870] [DEBUG] [REMOTE    ] NMI: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:28.280852] [DEBUG] [LOCAL     ] Loaded configuration for NMI: 3 features, N/A% accuracy
[2025-11-16T05:18:28.280925] [INFO ] [LOCAL     ] NMI: Loaded 3 optimal features with 42.44% confidence from JSON config
[2025-11-16T05:18:28.280964] [DEBUG] [MAG       ] Building data for symbol: NMI with lookback: 0
[2025-11-16T05:18:28.282144] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:28.282238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:28.287684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-11-16T05:18:28.334390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-11-16T05:18:28.339774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:28.366260] [DEBUG] [MAG       ] OWL: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:28.386968] [DEBUG] [MAG       ] XHR: Last date is validated at 2025-11-14
[2025-11-16T05:18:28.420392] [DEBUG] [MAG       ] BOX: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:28.455372] [INFO ] [LOCAL     ] OWL: Saved forecast.
[2025-11-16T05:18:28.455697] [INFO ] [main      ] OWL: Signal=1 (Conf=80.0%), Magnitude=1.14% (Conf=57.9891%)
[2025-11-16T05:18:28.456028] [INFO ] [main      ] Fetching symbol history for UHT...
[2025-11-16T05:18:28.456180] [DEBUG] [REMOTE    ] UHT: Fetching historical data.
[2025-11-16T05:18:28.457001] [INFO ] [main      ] Progress: 463/472 forecasts completed (98.1%). OWL finished in 0.7s. ETA: 1.6s. Rate: 339.09 forecasts/min
[2025-11-16T05:18:28.471275] [DEBUG] [REMOTE    ] UHT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:28.472249] [DEBUG] [LOCAL     ] Loaded configuration for UHT: 5 features, N/A% accuracy
[2025-11-16T05:18:28.472318] [INFO ] [LOCAL     ] UHT: Loaded 5 optimal features with 59.90% confidence from JSON config
[2025-11-16T05:18:28.472365] [DEBUG] [MAG       ] Building data for symbol: UHT with lookback: 0
[2025-11-16T05:18:28.473385] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:28.473470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:28.475376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:28.476023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:28.476486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:28.477359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-11-16T05:18:28.478096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:28.526352] [INFO ] [LOCAL     ] BOX: Saved forecast.
[2025-11-16T05:18:28.526791] [INFO ] [main      ] BOX: Signal=1 (Conf=80.0%), Magnitude=0.17% (Conf=55.6226%)
[2025-11-16T05:18:28.527088] [INFO ] [main      ] Fetching symbol history for GMRE...
[2025-11-16T05:18:28.527200] [DEBUG] [REMOTE    ] GMRE: Fetching historical data.
[2025-11-16T05:18:28.528023] [INFO ] [main      ] Progress: 464/472 forecasts completed (98.3%). BOX finished in 0.7s. ETA: 1.4s. Rate: 339.53 forecasts/min
[2025-11-16T05:18:28.539820] [DEBUG] [REMOTE    ] GMRE: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:28.540564] [DEBUG] [LOCAL     ] Loaded configuration for GMRE: 8 features, N/A% accuracy
[2025-11-16T05:18:28.540704] [INFO ] [LOCAL     ] GMRE: Loaded 8 optimal features with 56.07% confidence from JSON config
[2025-11-16T05:18:28.540806] [DEBUG] [MAG       ] Building data for symbol: GMRE with lookback: 0
[2025-11-16T05:18:28.541675] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-11-16T05:18:28.541809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:28.543677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:28.544274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-11-16T05:18:28.544853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:28.545329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-11-16T05:18:28.546736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:18:28.548826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-11-16T05:18:28.549615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-11-16T05:18:28.551090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:28.559437] [DEBUG] [MAG       ] XHR: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:28.635721] [INFO ] [LOCAL     ] XHR: Saved forecast.
[2025-11-16T05:18:28.635842] [INFO ] [main      ] XHR: Signal=1 (Conf=80.0%), Magnitude=0.87% (Conf=45.0898%)
[2025-11-16T05:18:28.636270] [INFO ] [main      ] Fetching symbol history for WIW...
[2025-11-16T05:18:28.636328] [DEBUG] [REMOTE    ] WIW: Fetching historical data.
[2025-11-16T05:18:28.636951] [INFO ] [main      ] Progress: 465/472 forecasts completed (98.5%). XHR finished in 0.7s. ETA: 1.2s. Rate: 339.81 forecasts/min
[2025-11-16T05:18:28.649521] [DEBUG] [REMOTE    ] WIW: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:28.650083] [DEBUG] [LOCAL     ] Loaded configuration for WIW: 3 features, N/A% accuracy
[2025-11-16T05:18:28.650143] [INFO ] [LOCAL     ] WIW: Loaded 3 optimal features with 23.81% confidence from JSON config
[2025-11-16T05:18:28.650180] [DEBUG] [MAG       ] Building data for symbol: WIW with lookback: 0
[2025-11-16T05:18:28.650989] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:28.651064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:28.655923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-11-16T05:18:28.657992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-11-16T05:18:28.659241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:28.708252] [DEBUG] [MAG       ] NMI: Last date is validated at 2025-11-14
[2025-11-16T05:18:28.827019] [DEBUG] [MAG       ] UHT: Last date is validated at 2025-11-14
[2025-11-16T05:18:28.896705] [DEBUG] [MAG       ] GMRE: Last date is validated at 2025-11-14
[2025-11-16T05:18:28.905199] [DEBUG] [MAG       ] NMI: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:28.979637] [INFO ] [LOCAL     ] NMI: Saved forecast.
[2025-11-16T05:18:28.979791] [INFO ] [main      ] NMI: Signal=1 (Conf=80.0%), Magnitude=0.07% (Conf=42.435%)
[2025-11-16T05:18:28.980026] [INFO ] [main      ] Fetching symbol history for QUAD...
[2025-11-16T05:18:28.980082] [DEBUG] [REMOTE    ] QUAD: Fetching historical data.
[2025-11-16T05:18:28.981268] [INFO ] [main      ] Progress: 466/472 forecasts completed (98.7%). NMI finished in 0.7s. ETA: 1.1s. Rate: 339.12 forecasts/min
[2025-11-16T05:18:28.996394] [DEBUG] [MAG       ] WIW: Last date is validated at 2025-11-14
[2025-11-16T05:18:28.996543] [DEBUG] [REMOTE    ] QUAD: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:28.997464] [DEBUG] [LOCAL     ] Loaded configuration for QUAD: 5 features, N/A% accuracy
[2025-11-16T05:18:28.997606] [INFO ] [LOCAL     ] QUAD: Loaded 5 optimal features with 48.55% confidence from JSON config
[2025-11-16T05:18:28.997721] [DEBUG] [MAG       ] Building data for symbol: QUAD with lookback: 0
[2025-11-16T05:18:28.998848] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-11-16T05:18:28.998997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-11-16T05:18:29.005054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-11-16T05:18:29.007494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-11-16T05:18:29.008178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-11-16T05:18:29.008707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-11-16T05:18:29.011136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:29.026853] [DEBUG] [MAG       ] UHT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:29.066661] [DEBUG] [MAG       ] GMRE: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:29.128325] [INFO ] [LOCAL     ] UHT: Saved forecast.
[2025-11-16T05:18:29.128629] [INFO ] [main      ] UHT: Signal=1 (Conf=80.0%), Magnitude=0.57% (Conf=59.9036%)
[2025-11-16T05:18:29.129259] [INFO ] [main      ] Fetching symbol history for CRS...
[2025-11-16T05:18:29.129383] [DEBUG] [REMOTE    ] CRS: Fetching historical data.
[2025-11-16T05:18:29.129781] [INFO ] [main      ] Progress: 467/472 forecasts completed (98.9%). UHT finished in 0.7s. ETA: 0.9s. Rate: 339.23 forecasts/min
[2025-11-16T05:18:29.144720] [DEBUG] [REMOTE    ] CRS: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:29.145809] [DEBUG] [LOCAL     ] Loaded configuration for CRS: 3 features, N/A% accuracy
[2025-11-16T05:18:29.145877] [INFO ] [LOCAL     ] CRS: Loaded 3 optimal features with 63.62% confidence from JSON config
[2025-11-16T05:18:29.145917] [DEBUG] [MAG       ] Building data for symbol: CRS with lookback: 0
[2025-11-16T05:18:29.147070] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-11-16T05:18:29.147152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-11-16T05:18:29.148071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-11-16T05:18:29.148953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-11-16T05:18:29.150263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:29.167089] [DEBUG] [MAG       ] WIW: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:29.175029] [INFO ] [LOCAL     ] GMRE: Saved forecast.
[2025-11-16T05:18:29.175143] [INFO ] [main      ] GMRE: Signal=1 (Conf=80.0%), Magnitude=2.55% (Conf=56.0742%)
[2025-11-16T05:18:29.175319] [INFO ] [main      ] Fetching symbol history for AMT...
[2025-11-16T05:18:29.175369] [DEBUG] [REMOTE    ] AMT: Fetching historical data.
[2025-11-16T05:18:29.176550] [INFO ] [main      ] Progress: 468/472 forecasts completed (99.2%). GMRE finished in 0.6s. ETA: 0.7s. Rate: 339.77 forecasts/min
[2025-11-16T05:18:29.188623] [DEBUG] [REMOTE    ] AMT: Successfully parsed 346 rows of historical data.
[2025-11-16T05:18:29.189514] [DEBUG] [LOCAL     ] Loaded configuration for AMT: 1 features, N/A% accuracy
[2025-11-16T05:18:29.189635] [INFO ] [LOCAL     ] AMT: Loaded 1 optimal features with 59.36% confidence from JSON config
[2025-11-16T05:18:29.189769] [DEBUG] [MAG       ] Building data for symbol: AMT with lookback: 0
[2025-11-16T05:18:29.190628] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-11-16T05:18:29.190777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-11-16T05:18:29.191846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-11-16T05:18:29.314432] [INFO ] [LOCAL     ] WIW: Saved forecast.
[2025-11-16T05:18:29.314530] [INFO ] [main      ] WIW: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=23.8092%)
[2025-11-16T05:18:29.314985] [INFO ] [main      ] Progress: 469/472 forecasts completed (99.4%). WIW finished in 0.7s. ETA: 0.5s. Rate: 339.92 forecasts/min
[2025-11-16T05:18:29.381810] [DEBUG] [MAG       ] QUAD: Last date is validated at 2025-11-14
[2025-11-16T05:18:29.506717] [DEBUG] [MAG       ] CRS: Last date is validated at 2025-11-14
[2025-11-16T05:18:29.531130] [DEBUG] [MAG       ] AMT: Last date is validated at 2025-11-14
[2025-11-16T05:18:29.571187] [DEBUG] [MAG       ] QUAD: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:29.653833] [INFO ] [LOCAL     ] QUAD: Saved forecast.
[2025-11-16T05:18:29.653963] [INFO ] [main      ] QUAD: Signal=1 (Conf=80.0%), Magnitude=2.92% (Conf=48.5495%)
[2025-11-16T05:18:29.654542] [INFO ] [main      ] Progress: 470/472 forecasts completed (99.6%). QUAD finished in 0.7s. ETA: 0.4s. Rate: 339.26 forecasts/min
[2025-11-16T05:18:29.681369] [DEBUG] [MAG       ] CRS: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:29.710041] [DEBUG] [MAG       ] AMT: Forecast date (T1) determined as 2025-11-17
[2025-11-16T05:18:29.848772] [INFO ] [LOCAL     ] AMT: Saved forecast.
[2025-11-16T05:18:29.848876] [INFO ] [main      ] AMT: Signal=1 (Conf=80.0%), Magnitude=4.35% (Conf=59.3587%)
[2025-11-16T05:18:29.849458] [INFO ] [main      ] Progress: 471/472 forecasts completed (99.8%). AMT finished in 0.7s. ETA: 0.2s. Rate: 339.18 forecasts/min
[2025-11-16T05:18:29.874962] [INFO ] [LOCAL     ] CRS: Saved forecast.
[2025-11-16T05:18:29.875086] [INFO ] [main      ] CRS: Signal=1 (Conf=80.0%), Magnitude=0.21% (Conf=63.6151%)
[2025-11-16T05:18:29.875614] [INFO ] [main      ] Progress: 472/472 forecasts completed (100.0%). CRS finished in 0.7s. ETA: 0.0s. Rate: 339.80 forecasts/min
[2025-11-16T05:18:29.907041] [INFO ] [main      ] Parallel forecast generation completed in 1m 23s. Processed 472 forecasts.
[2025-11-16T05:18:29.907319] [INFO ] [main      ] Generated and saved 472 forecast pairs.
[2025-11-16T05:18:30.588786] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (472/472 @ 100.00%)'
[2025-11-16T05:18:30.589962] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-11-16T05:18:30.590037] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-11-16T05:18:30.590196] [INFO ] [main      ] Found 1 forecast dates
[2025-11-16T05:18:30.590247] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-11-16T05:18:30.600076] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-11-16T05:18:30.602039] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-11-16T05:18:30.602165] [INFO ] [main      ] Generated 1/1 forecast reports
[2025-11-16T05:18:30.602226] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-11-17.txt
[2025-11-16T05:18:31.235368] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-11-17'
[2025-11-16T05:18:31.235617] [INFO ] [main      ] Forecast report email sent for 2025-11-17
[2025-11-16T05:18:31.235726] [INFO ] [MAG       ] MAG operation completed successfully
[2025-11-16T05:18:31.236004] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-11-16T05:18:31.236167] [INFO ] [STATE     ] Last completion updated: 2025-11-16T05:18:31.236066