docker-compose.yml

version: '3.8'

services:
  transformer-api:
    build:
      context: .
      dockerfile: Dockerfile
    ports:
      - "8000:8000"
    environment:
      - MODEL_PATH=${MODEL_PATH:-distilbert-base-uncased-finetuned-sst-2-english}
      - TRANSFORMERS_CACHE=/app/cache
    volumes:
      - model_cache:/app/cache
      - ./results:/app/results:ro  # Mount trained models
    restart: unless-stopped
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 60s

  # Optional: Redis for caching predictions
  redis:
    image: redis:7-alpine
    ports:
      - "6379:6379"
    command: redis-server --appendonly yes
    volumes:
      - redis_data:/data
    restart: unless-stopped

  # Optional: Monitoring with Prometheus
  prometheus:
    image: prom/prometheus:latest
    ports:
      - "9090:9090"
    volumes:
      - ./monitoring/prometheus.yml:/etc/prometheus/prometheus.yml:ro
      - prometheus_data:/prometheus
    command:
      - '--config.file=/etc/prometheus/prometheus.yml'
      - '--storage.tsdb.path=/prometheus'
      - '--web.console.libraries=/etc/prometheus/console_libraries'
      - '--web.console.templates=/etc/prometheus/consoles'
    restart: unless-stopped

volumes:
  model_cache:
  redis_data:
  prometheus_data: