Dockerfile

# Multi-stage build for WiFi-DensePose production deployment
FROM python:3.11-slim as base

# Set environment variables
ENV PYTHONUNBUFFERED=1 \
    PYTHONDONTWRITEBYTECODE=1 \
    PIP_NO_CACHE_DIR=1 \
    PIP_DISABLE_PIP_VERSION_CHECK=1

# Install system dependencies
RUN apt-get update && apt-get install -y \
    build-essential \
    curl \
    git \
    libopencv-dev \
    python3-opencv \
    && rm -rf /var/lib/apt/lists/*

# Create app user
RUN groupadd -r appuser && useradd -r -g appuser appuser

# Set work directory
WORKDIR /app

# Copy requirements first for better caching
COPY requirements.txt .

# Install Python dependencies
RUN pip install --no-cache-dir -r requirements.txt

# Development stage
FROM base as development

# Install development dependencies
RUN pip install --no-cache-dir \
    pytest \
    pytest-asyncio \
    pytest-mock \
    pytest-benchmark \
    black \
    flake8 \
    mypy

# Copy source code
COPY . .

# Change ownership to app user
RUN chown -R appuser:appuser /app

USER appuser

# Expose port
EXPOSE 8000

# Development command
CMD ["uvicorn", "src.api.main:app", "--host", "0.0.0.0", "--port", "8000", "--reload"]

# Production stage
FROM base as production

# Copy only necessary files
COPY requirements.txt .
COPY src/ ./src/
COPY assets/ ./assets/

# Create necessary directories
RUN mkdir -p /app/logs /app/data /app/models

# Change ownership to app user
RUN chown -R appuser:appuser /app

USER appuser

# Health check
HEALTHCHECK --interval=30s --timeout=30s --start-period=5s --retries=3 \
    CMD curl -f http://localhost:8000/health || exit 1

# Expose port
EXPOSE 8000

# Production command
CMD ["uvicorn", "src.api.main:app", "--host", "0.0.0.0", "--port", "8000", "--workers", "4"]

# Testing stage
FROM development as testing

# Copy test files
COPY tests/ ./tests/

# Run tests
RUN python -m pytest tests/ -v

# Security scanning stage
FROM production as security

# Install security scanning tools
USER root
RUN pip install --no-cache-dir safety bandit

# Run security scans
RUN safety check
RUN bandit -r src/ -f json -o /tmp/bandit-report.json

USER appuser