TPTBusiness 5ce86c824e feat: Full system integration - RL + Protections + Backtesting + CLI ...

Connect all Predix components into unified trading system:

INTEGRATION (ALL 295 TESTS PASS):
- RL Trading connected with Protection Manager
- RL Trading connected with Backtesting Engine
- CLI command 'rdagent rl_trading' added (train/backtest/live modes)
- Graceful fallback for users without stable-baselines3

OPEN SOURCE COMPATIBILITY:
- System works WITHOUT stable-baselines3 (momentum fallback)
- System works WITHOUT local models/prompts (uses standard)
- Clear warning messages when optional deps missing
- GitHub users get FULLY WORKING system

CLOSED SOURCE PROTECTION:
- models/local/, prompts/local/, .env stay local only
- .gitignore properly configured
- Our alpha (best models/prompts) remains private

DOCUMENTATION:
- QWEN.md: Open/closed source strategy
- QWEN.md: Development guidelines for AI assistant
- QWEN.md: Open source compatibility principle
- README.md: RL Trading CLI commands and examples
- requirements/rl.txt: Optional RL dependencies

Modified files:
- rdagent/app/cli.py: Added rl_trading command
- rdagent/components/backtesting/backtest_engine.py: RL backtest support
- rdagent/components/coder/rl/costeer.py: Protection Manager integration
- rdagent/components/coder/rl/__init__.py: Conditional imports + fallback
- rdagent/components/coder/rl/fallback.py: NEW - Simple momentum fallback
- requirements.txt: Optional RL deps commented
- requirements/rl.txt: NEW - Full RL dependencies
- test/integration/test_all_features.py: 7 new integration tests
- QWEN.md: Open source strategy + development guidelines
- README.md: RL Trading documentation

295 tests pass: 67 integration + 89 RL + 139 backtesting

2026-04-03 13:53:32 +02:00

..

docs.txt

fix: fixed CI execution failures caused by document builds (#857)

2025-05-08 20:35:13 +08:00

lint.txt

fix: Add Bandit security scanning and fix critical vulnerabilities

2026-04-03 11:55:05 +02:00

package.txt

fix: fix release CI (#165)

2024-08-08 00:14:15 +08:00

rl.txt

feat: Full system integration - RL + Protections + Backtesting + CLI

2026-04-03 13:53:32 +02:00

test.txt

add code security check CI and dependbot (#3)

2024-05-09 10:35:54 +08:00

torch.txt

fix: revert to v10 setting (#1220)

2025-09-03 16:37:33 +08:00