Dockerfile

# PhishingInsight - Enterprise Security Module

FROM python:3.10-slim

WORKDIR /app

# Environment configuration
ENV PYTHONDONTWRITEBYTECODE=1 \
    PYTHONUNBUFFERED=1

# Install system dependencies
RUN apt-get update && apt-get install -y --no-install-recommends \
    curl \
    build-essential \
    && rm -rf /var/lib/apt/lists/*

# Dependency Layer
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt

# Application Layer
COPY . .

# Ensure directory structure
RUN mkdir -p models cache logs

# Pre-computation: Train model if missing
RUN python src/ml/train_model.py

# Service Ports (UI: 7860, API: 8000)
EXPOSE 7860 8000

# Health Check
HEALTHCHECK --interval=30s --timeout=10s --start-period=60s --retries=3 \
    CMD curl -f http://localhost:8000/health || exit 1

# Launch System
CMD ["python", "main.py"]