1f103392ac
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>
19 lines
579 B
Docker
19 lines
579 B
Docker
FROM python:3.11-slim
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ENV PYTHONDONTWRITEBYTECODE=1
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ENV PYTHONUNBUFFERED=1
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WORKDIR /app
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# Build deps for isotree (C++ extension)
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RUN apt-get update && apt-get install -y --no-install-recommends g++ && rm -rf /var/lib/apt/lists/*
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# Install shared package first
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COPY shared/python/ja4_common/ /app/shared/ja4_common/
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RUN pip install --no-cache-dir /app/shared/ja4_common/
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COPY services/bot-detector/bot_detector/requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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COPY services/bot-detector/bot_detector/ ./bot_detector/
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CMD ["python", "-m", "bot_detector"]
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