7 Sprints 全部完成: Sprint 0: 基础设施 (DataManager + MariaDB) Sprint 1: 因子引擎 (34因子/12分类) Sprint 2: VectorBT 回测 (5策略+截面) Sprint 3: Optuna 优化 (+Walk-Forward) Sprint 4: ML 模型 (LightGBM+CatBoost) Sprint 5: Qwen 情绪因子 (三源新闻+日期对齐) Sprint 6: Agent 系统 (4Agent+日报.md/.html) 生产加固 (15项): Tushare双源fallback, SSH自动恢复, pool_pre_ping, save_daily先删后插, load_dotenv绝对路径, 日报5d/20d修复, RiskAgent改上证指数, 昨日对比+数据截止, mac_report utf8mb4, CLAUDE-*.md 9条已知Bug, demo全参数化, djapi数据源归一化, indexDatas API修正 Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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Code Style & Conventions
Python
- Django app: all business logic in
api/stock/, not in views - views.py is thin forwarding layer: extract params -> call function -> return Response
- Double import pattern for standalone scripts: try relative import first, fall back to absolute
- Use
viewFunc_tsCodeAndDate()wrapper for ts_code + date_range endpoints - Use
viewFunc_singleParam()wrapper for single-param endpoints - DRF
@api_view(['GET'])+@extend_schemaon all views - DRF
Response(notJsonResponse) — nosafe=Falseparameter - Configuration split: config.py (token) / strategy_config.py / scan_config.py
Constraints
api/video/is protected — do NOT modify unless user explicitly asks- No python-dotenv dependency — use stdlib env loaders only
- Backward compatibility: keep re-exports when splitting modules
- Server
.envfile manages all secrets; uwsgi.ini only has DJANGO_SETTINGS_MODULE
Secrets
- All API keys/tokens/passwords via os.getenv()
- Local: .env file (not committed)
- Server: /home/simon/myquant/djapi/.env
- Django loads via djapi/env_loader.py, video loads via api/video/env.py