Edwin Salguero
Enterprise: Transform to production-grade architecture with FastAPI, Docker, K8s, monitoring, and comprehensive tooling
832348e
| # Production Dockerfile for FRED ML | |
| FROM python:3.9-slim | |
| # Set environment variables | |
| ENV PYTHONUNBUFFERED=1 | |
| ENV PYTHONDONTWRITEBYTECODE=1 | |
| ENV PIP_NO_CACHE_DIR=1 | |
| ENV PIP_DISABLE_PIP_VERSION_CHECK=1 | |
| # Set work directory | |
| WORKDIR /app | |
| # Install system dependencies | |
| RUN apt-get update \ | |
| && apt-get install -y --no-install-recommends \ | |
| build-essential \ | |
| curl \ | |
| git \ | |
| && rm -rf /var/lib/apt/lists/* | |
| # Copy requirements first for better caching | |
| COPY requirements.txt . | |
| # Install Python dependencies | |
| RUN pip install --no-cache-dir -r requirements.txt | |
| # Copy application code | |
| COPY . . | |
| # Create non-root user | |
| RUN useradd --create-home --shell /bin/bash app \ | |
| && chown -R app:app /app | |
| USER app | |
| # Health check | |
| HEALTHCHECK --interval=30s --timeout=30s --start-period=5s --retries=3 \ | |
| CMD python -c "import requests; requests.get('http://localhost:8000/health')" || exit 1 | |
| # Expose port | |
| EXPOSE 8000 | |
| # Run the application | |
| CMD ["python", "-m", "src.main"] |