mlflow-docker-minio/docker-compose.yml

version: "3.9"
services:
  s3:
    image: minio/minio:RELEASE.2021-08-25T00-41-18Z.hotfix.55efceab5
    restart: unless-stopped
    container_name: aws-s3
    ports:
      - "9000:9000"
      - "9001:9001"
    environment:
      - MINIO_ROOT_USER=${AWS_ACCESS_KEY_ID}
      - MINIO_ROOT_PASSWORD=${AWS_SECRET_ACCESS_KEY}
    command: server /data --console-address ":9001"
    networks:
      - internal
      - public
    volumes:
      - ./s3:/date
  db:
    image: mysql/mysql-server:5.7.28
    restart: unless-stopped
    container_name: mlflow_db
    expose:
      - "3306"
    environment:
      - MYSQL_DATABASE=${MYSQL_DATABASE}
      - MYSQL_USER=${MYSQL_USER}
      - MYSQL_PASSWORD=${MYSQL_PASSWORD}
      - MYSQL_ROOT_PASSWORD=${MYSQL_ROOT_PASSWORD}
    volumes:
      - ./dbdata:/var/lib/mysql
    networks:
      - internal
  mlflow:
    container_name: tracker_mlflow
    image: tracker_ml
    restart: unless-stopped
    build:
      context: ./mlflow
      dockerfile: Dockerfile
    ports:
      - "5000:5000"
    environment:
      - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID}
      - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY}
      - AWS_DEFAULT_REGION=${AWS_REGION}
      - MLFLOW_S3_ENDPOINT_URL=http://s3:9000
    networks:
      - public
      - internal
    entrypoint: ./wait-for-it.sh db:3306 -t 90 -- mlflow server --backend-store-uri mysql+pymysql://${MYSQL_USER}:${MYSQL_PASSWORD}@db:3306/${MYSQL_DATABASE} --default-artifact-root s3://${AWS_BUCKET_NAME}/ -h 0.0.0.0
networks:
  internal:
  public:
    driver: bridge