services:
  mlflow-db:
    image: postgres:17
    environment:
      POSTGRES_USER: mlflow
      POSTGRES_PASSWORD: ${MLFLOW_DB_PASSWORD:?definir MLFLOW_DB_PASSWORD dans ml/.env}
      POSTGRES_DB: mlflow
    volumes:
      - mlflow-db-data:/var/lib/postgresql/data
    healthcheck:
      test: ["CMD-SHELL", "pg_isready -U mlflow"]
      interval: 5s
      retries: 10

  mlflow:
    build: .
    depends_on:
      mlflow-db:
        condition: service_healthy
    ports:
      - "127.0.0.1:5000:5000"
    volumes:
      - mlflow-artifacts:/mlartifacts
    command: >
      mlflow server
      --host 0.0.0.0 --port 5000
      --backend-store-uri postgresql://mlflow:${MLFLOW_DB_PASSWORD}@mlflow-db:5432/mlflow
      --artifacts-destination /mlartifacts
      --serve-artifacts

volumes:
  mlflow-db-data:
  mlflow-artifacts: