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+ # ------------------- Stage 1: Build Stage ------------------------------
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+ FROM python:3.9 AS builder
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+
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+ WORKDIR /app
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+
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+ # Install build dependencies
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+ RUN apt-get update && \
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+ apt-get install -y --no-install-recommends gcc default-libmysqlclient-dev pkg-config && \
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+ rm -rf /var/lib/apt/lists/*
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+
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+ # Copy and install Python dependencies
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+ COPY requirements.txt .
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+ RUN pip install --no-cache-dir -r requirements.txt
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+
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+ # ------------------- Stage 2: Final Stage ------------------------------
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+ FROM python:3.9-slim
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+
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+ WORKDIR /app
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+
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+ # Install runtime dependencies only
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+ RUN apt-get update && \
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+ apt-get install -y --no-install-recommends libmariadb3 && \
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+ rm -rf /var/lib/apt/lists/*
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+
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+ # Copy dependencies and application code from the builder stage
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+ COPY --from=builder /usr/local/lib/python3.9/site-packages/ /usr/local/lib/python3.9/site-packages/
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+ COPY . .
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+
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+ CMD ["python", "app.py"]
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