compose.yml

gistfile1.txt

services:
  mysql:
    image: mysql
    restart: always
    environment:
      MYSQL_ROOT_PASSWORD: root-password
      MYSQL_DATABASE: mlflowdb
      MYSQL_USER: mlflowuser
      MYSQL_PASSWORD: mlflowpassword
    command: mysqld --default-authentication-plugin=mysql_native_password

  mlflow:
    build:
      context: .
    depends_on:
      - mysql
    ports:
      - 5000:5000
    environment:
      MLFLOW_TRACKING_URI: mysql://mlflowuser:mlflowpassword@mysql:3306/mlflowdb?charset=utf8mb4
    command: [
      "mlflow",
      "server",
      "--host",
      "0.0.0.0",
      "--port",
      "5000",
      "--backend-store-uri",
      "mysql://mlflowuser:mlflowpassword@mysql:3306/mlflowdb?charset=utf8mb4",
      "--default-artifact-root",
      "./mlruns"
    ]

# Dockerfile

FROM python:3.8

RUN pip install PyMySQL mysqlclient mlflow