docker-compose.yml

version: '3.8'

services:
  data-loader:
    build: .
    container_name: poi_data_loader
    environment:
      - DATABASE_URL=postgresql://user:password@postgres_container:5432/poi_db
      - REDIS_URL=redis://redis_container:6379
    env_file:
      - .env
    command: python data_loader.py
    restart: "no"
    networks:
      - db_poi_network

  ml-model:
    build: .
    container_name: poi_ml_model
    environment:
      - DATABASE_URL=postgresql://user:password@postgres_container:5432/poi_db
      - REDIS_URL=redis://redis_container:6379
    env_file:
      - .env
    command: python ml_model.py
    volumes:
      - ./models:/app/models
    depends_on:
      - data-loader
    restart: "no"
    networks:
      - db_poi_network

  recommendation-service:
    build: .
    container_name: poi_recommendation_service
    ports:
      - "8000:8000"
    environment:
      - DATABASE_URL=postgresql://user:password@postgres_container:5432/poi_db
      - REDIS_URL=redis://redis_container:6379
      - MODEL_PATH=/app/models/poi_recommendation_model.joblib
    env_file:
      - .env
    volumes:
      - ./models:/app/models
    depends_on:
      - ml-model
    restart: unless-stopped
    networks:
      - db_poi_network

networks:
  db_poi_network:
    external: true