version: '3.2' services: s3: image: minio/minio:latest container_name: aws-s3 ports: - 9000:9000 environment: - MINIO_ACCESS_KEY=${AWS_ACCESS_KEY_ID} - MINIO_SECRET_KEY=${AWS_SECRET_ACCESS_KEY} command: server /date networks: - A volumes: - ./s3:/date db: restart: always image: mysql/mysql-server:5.7.28 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: - A mlflow: container_name: tracker_mlflow image: tracker_ml 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=${AWS_REGION} - MLFLOW_S3_ENDPOINT_URL=http://localhost:9000 networks: - A entrypoint: mlflow server --backend-store-uri mysql+pymysql://${MYSQL_USER}:${MYSQL_PASSWORD}@db:3306/${MYSQL_DATABASE} --default-artifact-root s3://${AWS_BUCKET_NAME}/ -h 0.0.0.0 networks: A: driver: bridge