From 75c3f82f2aee15164d0cec1bc2349c684374ff42 Mon Sep 17 00:00:00 2001 From: Yasha Sheynin Date: Wed, 16 Apr 2025 18:41:03 -0400 Subject: [PATCH] fixed sac issues --- .../__pycache__/main.cpython-312.pyc | Bin 23108 -> 23103 bytes .../20250416_183051/main_20250416_183051.log | 0 .../20250416_183508/main_20250416_183508.log | 0 gru_sac_predictor/main.py | 2 +- .../sac_agent/actor.weights.h5 | Bin 0 -> 50656 bytes .../run_20250416_182038/sac_agent/alpha.npy | Bin 0 -> 132 bytes .../sac_agent/critic_1.weights.h5 | Bin 0 -> 51944 bytes .../sac_agent/critic_2.weights.h5 | Bin 0 -> 51944 bytes .../sac_agent/target_critic_1.weights.h5 | Bin 0 -> 51944 bytes .../sac_agent/target_critic_2.weights.h5 | Bin 0 -> 51944 bytes .../sac_agent/actor.weights.h5 | Bin 0 -> 50656 bytes .../run_20250416_183051/sac_agent/alpha.npy | Bin 0 -> 132 bytes .../sac_agent/critic_1.weights.h5 | Bin 0 -> 51944 bytes .../sac_agent/critic_2.weights.h5 | Bin 0 -> 51944 bytes .../sac_agent/target_critic_1.weights.h5 | Bin 0 -> 51944 bytes .../sac_agent/target_critic_2.weights.h5 | Bin 0 -> 51944 bytes .../sac_agent/actor.weights.h5 | Bin 0 -> 50656 bytes .../run_20250416_183508/sac_agent/alpha.npy | Bin 0 -> 132 bytes .../sac_agent/critic_1.weights.h5 | Bin 0 -> 51944 bytes .../sac_agent/critic_2.weights.h5 | Bin 0 -> 51944 bytes .../sac_agent/target_critic_1.weights.h5 | Bin 0 -> 51944 bytes .../sac_agent/target_critic_2.weights.h5 | Bin 0 -> 51944 bytes ...test_performance_report_20250416_182038.md | 41 +++++++++++ .../backtest_results_20250416_182038.png | Bin 0 -> 191666 bytes .../sac_training_history_20250416_182038.png | Bin 0 -> 58753 bytes ...test_performance_report_20250416_183051.md | 41 +++++++++++ .../backtest_results_20250416_183051.png | Bin 0 -> 190752 bytes .../config_20250416_183051.json | 66 ++++++++++++++++++ .../sac_training_history_20250416_183051.png | Bin 0 -> 60709 bytes ...test_performance_report_20250416_183508.md | 42 +++++++++++ .../backtest_results_20250416_183508.png | Bin 0 -> 393260 bytes .../config_20250416_183508.json | 66 ++++++++++++++++++ .../sac_training_history_20250416_183508.png | Bin 0 -> 61924 bytes .../trading_system.cpython-312.pyc | Bin 102195 -> 102179 bytes gru_sac_predictor/src/trading_system.py | 14 ++-- 35 files changed, 265 insertions(+), 7 deletions(-) create mode 100644 gru_sac_predictor/logs/20250416_183051/main_20250416_183051.log create mode 100644 gru_sac_predictor/logs/20250416_183508/main_20250416_183508.log create mode 100644 gru_sac_predictor/models/run_20250416_182038/sac_agent/actor.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_182038/sac_agent/alpha.npy create mode 100644 gru_sac_predictor/models/run_20250416_182038/sac_agent/critic_1.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_182038/sac_agent/critic_2.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_182038/sac_agent/target_critic_1.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_182038/sac_agent/target_critic_2.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_183051/sac_agent/actor.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_183051/sac_agent/alpha.npy create mode 100644 gru_sac_predictor/models/run_20250416_183051/sac_agent/critic_1.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_183051/sac_agent/critic_2.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_183051/sac_agent/target_critic_1.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_183051/sac_agent/target_critic_2.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_183508/sac_agent/actor.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_183508/sac_agent/alpha.npy create mode 100644 gru_sac_predictor/models/run_20250416_183508/sac_agent/critic_1.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_183508/sac_agent/critic_2.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_183508/sac_agent/target_critic_1.weights.h5 create mode 100644 gru_sac_predictor/models/run_20250416_183508/sac_agent/target_critic_2.weights.h5 create mode 100644 gru_sac_predictor/results/20250416_182038/backtest_performance_report_20250416_182038.md create mode 100644 gru_sac_predictor/results/20250416_182038/backtest_results_20250416_182038.png create mode 100644 gru_sac_predictor/results/20250416_182038/sac_training_history_20250416_182038.png create mode 100644 gru_sac_predictor/results/20250416_183051/backtest_performance_report_20250416_183051.md create mode 100644 gru_sac_predictor/results/20250416_183051/backtest_results_20250416_183051.png create mode 100644 gru_sac_predictor/results/20250416_183051/config_20250416_183051.json create mode 100644 gru_sac_predictor/results/20250416_183051/sac_training_history_20250416_183051.png create mode 100644 gru_sac_predictor/results/20250416_183508/backtest_performance_report_20250416_183508.md create mode 100644 gru_sac_predictor/results/20250416_183508/backtest_results_20250416_183508.png create mode 100644 gru_sac_predictor/results/20250416_183508/config_20250416_183508.json create mode 100644 gru_sac_predictor/results/20250416_183508/sac_training_history_20250416_183508.png diff --git a/gru_sac_predictor/__pycache__/main.cpython-312.pyc b/gru_sac_predictor/__pycache__/main.cpython-312.pyc index 9d6bfd93cf409e1604248d369b049d107ddaf478..6eaa0804ec075fd1e0b4dac8fdcfa4f5388adc2e 100644 GIT binary patch delta 552 zcmW-a%TH556vpqlEtf{URY5my3<;^!5U`XMN-3qaYZtb?ZAayioKhNkZ}k=;-QdQA zDt6;NH17$J-jLR<{Ig#~eK@DqSfM12oHtI;4TehnP~xFz=eNmW~>XjLSFzg1Wf zo{$A6*C?tJRtSu6M?4>sOUvR-*a9v0Kj&v7@4+wrL`)U3d}{J9lteOiLO#vs#UOfL1?(txv4&9=a_MoP<4yTdy&;nUq9+xyZVNGW!gv~Ab8S;nPOe!}(% Q%*0f1^C!6t=Q%n12T0wg5sVk1hd`_bN+oHUHc8VaX^RLFCC!IbU&_#V`)y7>=V?W*A)tgfYT6Awr1q?ctYD71dMk0D>YK*Z^&n1_`kr><73levHhinnhMi 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self._logger.info("Scalers initialized from pre-loaded GRU model.") + _logger.info("Scalers initialized from pre-loaded GRU model.") # V7.23: Attempt to set indices if scaler loaded self._set_feature_indices() @@ -1262,6 +1262,13 @@ class ExtendedBacktester: feature_logger.error(f"Error during pre-computation evaluate call on test data: {e}", exc_info=True) # Use feature_logger return None + # --- Calculate num_sequences FIRST --- + # Moved from below to be available for feature extraction + num_sequences = len(all_pred_returns) + if num_sequences <= 1: + feature_logger.warning("Not enough sequences generated from test data to perform backtest.") # Use feature_logger + return None + # --- V7.13 START: Extract Momentum and Volatility Features --- # These features should be aligned with the *sequences* used for GRU prediction # Use test_features_df which is aligned with the sequences' start times @@ -1300,11 +1307,6 @@ class ExtendedBacktester: return None # --- V7.13 END: Extract Momentum and Volatility Features --- - num_sequences = len(all_pred_returns) - if num_sequences <= 1: - feature_logger.warning("Not enough sequences generated from test data to perform backtest.") # Use feature_logger - return None - feature_logger.info("--- GRU Pre-computation Complete. Starting Backtest Simulation ---") # Use feature_logger # --- Refined Timestamp Handling START (from original test_data before preprocessing) ---