2025-04-18 03:14:24,659 - root - INFO - Using Base Models Directory: /home/yasha/develop/gru_sac_predictor/models
2025-04-18 03:14:24,660 - root - INFO - Using results directory: /home/yasha/develop/gru_sac_predictor/results/20250418_031424
2025-04-18 03:14:24,660 - root - INFO - Using logs directory: /home/yasha/develop/gru_sac_predictor/logs/20250418_031424
2025-04-18 03:14:24,661 - root - INFO - Using models directory: /home/yasha/develop/gru_sac_predictor/models/20250418_031424
2025-04-18 03:14:24,662 - root - INFO - Logging setup complete. Log file: /home/yasha/develop/gru_sac_predictor/logs/20250418_031424/pipeline_20250418_031424.log
2025-04-18 03:14:24,662 - root - INFO - --- Starting Pipeline Run: 20250418_031424 ---
2025-04-18 03:14:24,663 - root - INFO - Using config: /home/yasha/develop/gru_sac_predictor/gru_sac_predictor/config.yaml
2025-04-18 03:14:24,663 - root - INFO - Resolved relative db_dir '../../data/crypto_market_data' to absolute path: /home/yasha/data/crypto_market_data
2025-04-18 03:14:24,664 - gru_sac_predictor.src.data_loader - INFO - Initialized DataLoader with db_dir='/home/yasha/data/crypto_market_data'
2025-04-18 03:14:24,664 - gru_sac_predictor.src.data_loader - WARNING - Database directory does not exist: /home/yasha/data/crypto_market_data
2025-04-18 03:14:24,666 - gru_sac_predictor.src.feature_engineer - INFO - FeatureEngineer initialized with minimal whitelist: ['return_1m', 'return_15m', 'return_60m', 'ATR_14', 'volatility_14d', 'chaikin_AD_10', 'svi_10', 'EMA_10', 'EMA_50', 'MACD', 'MACD_signal', 'hour_sin', 'hour_cos']
2025-04-18 03:14:24,666 - gru_sac_predictor.src.gru_model_handler - INFO - GRUModelHandler initialized for run 20250418_031424 in /home/yasha/develop/gru_sac_predictor/models/20250418_031424
2025-04-18 03:14:24,667 - gru_sac_predictor.src.calibrator - INFO - Calibrator initialized with edge threshold: 0.55
2025-04-18 03:14:24,668 - gru_sac_predictor.src.backtester - INFO - Backtester initialized.
2025-04-18 03:14:24,669 - gru_sac_predictor.src.backtester - INFO -   Initial Capital: 10000.00
2025-04-18 03:14:24,670 - gru_sac_predictor.src.backtester - INFO -   Transaction Cost: 0.0500%
2025-04-18 03:14:24,670 - gru_sac_predictor.src.backtester - INFO -   Edge Threshold: 0.550
2025-04-18 03:14:24,676 - root - INFO - Saved run configuration to /home/yasha/develop/gru_sac_predictor/results/20250418_031424/run_config.yaml
2025-04-18 03:14:24,685 - root - INFO - --- Notebook Step: Load Data (Calling load_and_preprocess_data) ---
2025-04-18 03:14:24,687 - root - INFO - --- Stage: Loading and Preprocessing Data ---
2025-04-18 03:14:24,687 - gru_sac_predictor.src.data_loader - INFO - Loading data for SOL-USDT (bnbspot) from 2024-06-01 to 2025-03-10, interval 1min
2025-04-18 03:14:24,691 - gru_sac_predictor.src.data_loader - INFO - Scanning for DB files recursively in: /home/yasha/data/crypto_market_data
2025-04-18 03:14:24,691 - gru_sac_predictor.src.data_loader - ERROR - Database directory /home/yasha/data/crypto_market_data does not exist
2025-04-18 03:14:24,692 - gru_sac_predictor.src.data_loader - ERROR - No relevant DB files found and no fallback files available.
2025-04-18 03:14:24,693 - gru_sac_predictor.src.data_loader - ERROR - No relevant database files found for the specified date range.
2025-04-18 03:14:24,694 - root - ERROR - Failed to load data. Exiting.