# Builder stage FROM python:3.12-slim AS builder WORKDIR /app COPY requirements.txt . RUN pip install --no-cache-dir -r requirements.txt # Final stage FROM python:3.12-slim WORKDIR /app # Copy dependencies from builder stage COPY --from=builder /usr/local/lib/python3.12/site-packages /usr/local/lib/python3.12/site-packages COPY --from=builder /usr/local/bin /usr/local/bin # Copy application code COPY app.py . # Add user for security RUN groupadd -r appuser && \ useradd -r -g appuser appuser && \ chown -R appuser:appuser /app USER appuser EXPOSE 8081 CMD ["python", "app.py"]