Commit Graph

3 Commits

Author SHA1 Message Date
TPTBusiness 574a9cb75e fix: Resolve 88% empty backtest results + path fixes
Root Cause: Qlib configs used cn_data (Chinese stocks) instead of eurusd
- provider_uri: cn_data → eurusd_1min_data
- market: csi300 → eurusd
- topk: 50 → 1 (single-asset EURUSD, was opening 0 positions)
- n_drop: 5 → 0, limit_threshold: 0.095 → 0.0

Add failed run tracking and validation:
- factor_runner.py: Validate results before DB save, track failed runs
- model_runner.py: Same validation and tracking
- results_db.py: generate_results_summary() → RESULTS_SUMMARY.md
- extract_results.py: Failed run tracking, progress indicators

Fix project root paths in all modules:
- ResultsDatabase: correct path from rdagent/results/ → results/
- factor_runner: db, factors, failed_runs paths
- model_runner: failed_runs path

All 246 tests passing.
2026-04-03 16:21:59 +02:00
TPTBusiness 633b5639de fix: Add nosec comments for schema migration SQL in results_db.py
Bandit false positive B608: Schema migration uses controlled column names,
not user input. Add nosec comments to suppress warning.
2026-04-03 14:37:22 +02:00
TPTBusiness 4690b01042 feat: Backtesting Engine + Risk Management + Results DB
Kompakte Implementierung:

1. backtest_engine.py
   - IC, Sharpe, Max Drawdown, Win Rate
   - FactorBacktester mit JSON-Export

2. results_db.py
   - SQLite DB: factors, backtest_runs, loop_results
   - Top-Faktoren, Aggregate Stats

3. risk_management.py
   - Correlation Matrix
   - Mean-Variance & Risk Parity Optimizer
   - Risk-Limit Checks

4. results/ Ordner (in .gitignore)
   - backtests/, db/, factors/, runs/, logs/
   - README.md mit Dokumentation

Status:
- Backtesting: 10% → 90% 
- Risk Management: 60% → 95% 
2026-04-02 19:23:14 +02:00