MachineLearning_PipeLine/Dockerfile

FROM python:3.11-slim

WORKDIR /app

ENV PYTHONPATH=/app
ENV FLASK_APP=app.py
ENV FLASK_ENV=production

RUN apt-get update && apt-get install -y \
    gcc \
    && rm -rf /var/lib/apt/lists/*

COPY requirements.txt .

RUN pip install --no-cache-dir -r requirements.txt

COPY . .

RUN mkdir -p artifacts/model_trainer

# Expose port
EXPOSE 5000

# Health check
HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
    CMD curl -f http://localhost:5000/health || exit 1

# Run the application
CMD ["python", "app.py"]