docker-compose.yml

version: '3.5'

services:
    mysql:
        restart: always
        image: mysql/mysql-server:5.7.28
        container_name: mlflow_db
        ports:
            - "3306:3306"
        environment:
            - MYSQL_DATABASE=${MYSQL_DATABASE}
            - MYSQL_USER=${MYSQL_USER}
            - MYSQL_PASSWORD=${MYSQL_PASSWORD}
            - MYSQL_ROOT_PASSWORD=${MYSQL_ROOT_PASSWORD}
        volumes:
            - mysql-volume:/var/lib/mysql

    mlflow:
        restart: always
        build: .
        image: mlflow_server
        container_name: mlflow_server
        ports:
            - "5000:5000"
        volumes:
            - ./mlruns:/mlruns # local Folder "mlruns" is the Artifact Storage
        depends_on:
            - mysql
        command: --backend-store-uri mysql+pymysql://${MYSQL_USER}:${MYSQL_PASSWORD}@mysql:3306/${MYSQL_DATABASE} --default-artifact-root ./mlruns --host 0.0.0.0

volumes:
  mysql-volume: