Architecture Docker (8 services), FastAPI, TimescaleDB, Redis, Streamlit. Stratégies : scalping, intraday, swing. MLEngine + RegimeDetector (HMM). BacktestEngine + WalkForwardAnalyzer + Optuna optimizer. Routes API complètes dont /optimize async. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
20 lines
532 B
Docker
20 lines
532 B
Docker
FROM python:3.11-slim
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WORKDIR /app
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# Dépendances système (LightGBM)
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RUN apt-get update && apt-get install -y --no-install-recommends \
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libpq-dev \
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libgomp1 \
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&& rm -rf /var/lib/apt/lists/*
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# Installation des dépendances Python
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COPY docker/requirements/base.txt docker/requirements/ml.txt ./requirements/
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RUN pip install --no-cache-dir \
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-r requirements/base.txt \
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-r requirements/ml.txt
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EXPOSE 8200
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CMD ["uvicorn", "src.ml.service:app", "--host", "0.0.0.0", "--port", "8200", "--reload"]
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