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1f103392ac
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refactor(bot-detector): extract monolith into modular package
Split bot_detector.py (~1982 lines) into 10 focused modules:
- config.py: all configuration constants and optional imports
- log.py: logging utilities (log_info, log_decision, append_training_history)
- infra.py: ClickHouse client, health check HTTP server, shutdown
- browser.py: multifactorial browser identification (5 axes)
- scoring.py: drift detection, feature validation, SHAP, clustering
- models.py: EIF, Autoencoder, XGBoost model management
- preprocessing.py: data preprocessing and feature list definitions
- pipeline.py: core semi-supervised scoring loop
- cycle.py: main analysis cycle orchestration
- __main__.py: entry point with startup banner
Update Dockerfile to copy package directory and use python -m bot_detector.
All 36 existing tests pass unchanged.
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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2026-04-09 01:02:04 +02:00 |
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