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| # Backend Dockerfile - FastAPI Model Analyzer | |
| FROM python:3.11-slim | |
| # Set working directory | |
| WORKDIR /app | |
| # Install system dependencies for PyTorch and ONNX | |
| RUN apt-get update && apt-get install -y --no-install-recommends \ | |
| build-essential \ | |
| libgomp1 \ | |
| && rm -rf /var/lib/apt/lists/* | |
| # Copy requirements first for better caching | |
| COPY requirements.txt . | |
| # Install Python dependencies | |
| # Using CPU-only PyTorch for smaller image size | |
| RUN pip install --no-cache-dir --upgrade pip && \ | |
| pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cpu && \ | |
| pip install --no-cache-dir -r requirements.txt | |
| # Copy application code | |
| COPY app/ ./app/ | |
| # Create directory for database | |
| RUN mkdir -p /app/data | |
| # Environment variables | |
| ENV PYTHONUNBUFFERED=1 | |
| ENV PYTHONDONTWRITEBYTECODE=1 | |
| # Expose port | |
| EXPOSE 8000 | |
| # Health check | |
| HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \ | |
| CMD python -c "import urllib.request; urllib.request.urlopen('http://localhost:8000/health')" || exit 1 | |
| # Run the application | |
| CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000"] | |