MLflow/compose.yaml at main · ArchEye-Team/MLflow · GitHub

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services:
  postgres:
    container_name: mlflow-postgres
    image: postgres:latest
    environment:
      - POSTGRES_DB=${POSTGRES_DB}
      - POSTGRES_USER=${POSTGRES_USER}
      - POSTGRES_PASSWORD=${POSTGRES_PASSWORD}
    volumes:
      - postgres-data:/var/lib/postgresql/data
    healthcheck:
      test: [ "CMD-SHELL", "pg_isready -U ${POSTGRES_USER} -d ${POSTGRES_DB}" ]
      interval: 5s
      timeout: 5s
      retries: 5
      start_period: 5s

  minio:
    container_name: mlflow-minio
    image: minio/minio:latest
    environment:
      - MINIO_ROOT_USER=${MINIO_ROOT_USER}
      - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD}
    volumes:
      - minio-data:/data
    # Remove it after bucket created
    ports:
      - "9001:9001"
    command: server /data --console-address ":9001"
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
      interval: 5s
      timeout: 5s
      retries: 5
      start_period: 5s

  mlflow:
    container_name: mlflow
    build: .
    environment:
      - POSTGRES_DB=${POSTGRES_DB}
      - POSTGRES_USER=${POSTGRES_USER}
      - POSTGRES_PASSWORD=${POSTGRES_PASSWORD}
      - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
      - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
      - S3_BUCKET=${S3_BUCKET}
      - MLFLOW_S3_ENDPOINT_URL=http://mlflow-minio:9000
      - MLFLOW_S3_IGNORE_TLS=true
    ports:
      - "5000:5000"
    depends_on:
      postgres:
        condition: service_healthy
      minio:
        condition: service_healthy

volumes:
  postgres-data:
  minio-data: