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88bc772 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 | # ── Backend: FastAPI + RL Pipeline ──
FROM python:3.11-slim AS backend
WORKDIR /app
# System deps for numpy/scipy/torch
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential gfortran libopenblas-dev \
&& rm -rf /var/lib/apt/lists/*
# Install Python dependencies
COPY pyproject.toml ./
# Install PyTorch CPU-only first (from the dedicated index)
RUN pip install --no-cache-dir \
torch --index-url https://download.pytorch.org/whl/cpu
# Install everything else from default PyPI
RUN pip install --no-cache-dir \
uvicorn fastapi \
openenv-core pydantic openai \
stable-baselines3 \
streamlit plotly \
pandas numpy matplotlib \
cvxpy ecos \
pyarrow fastexcel polars openpyxl
# Copy application code
COPY server/ ./server/
COPY models.py openenv.yaml baseline.py main.py battery.py config.json ./
COPY rl_env.py rl_evaluator.py ./
COPY rl/ ./rl/
COPY sim/ ./sim/
COPY src/ ./src/
COPY twin/ ./twin/
COPY data/ ./data/
COPY models/ ./models/
COPY dashboards/ ./dashboards/
# Create dirs that the app expects
RUN mkdir -p static plots
EXPOSE 8000
ENV ENABLE_WEB_INTERFACE=true
CMD ["uvicorn", "server.app:app", "--host", "0.0.0.0", "--port", "8000"]
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