docker-compose.yml

version: '3'
services:
  mlfs_proj:
    build:
      context: mlflow_server/
      dockerfile: Dockerfile
    volumes:
      - "./mlruns:/mlruns"
    ports:
      - 5555:5000
    environment:
      - "MLFLOW_S3_ENDPOINT_URL=http://172.20.128.3:9000"
      - "AWS_ACCESS_KEY_ID=minio"
      - "AWS_SECRET_ACCESS_KEY=minio123"
      - "ARTIFACT_ROOT=s3://mlflow-artifacts/"
    user: root
    depends_on:
      - minio_proj
    container_name: mlfs_proj
    networks:
      mlfs-network:
        ipv4_address: 172.20.128.2

  minio_proj:
    image: minio/minio:latest
    volumes:
      - "./data:/data"
    ports:
      - "9001:9000"
    environment:
      MINIO_ACCESS_KEY: minio
      MINIO_SECRET_KEY: minio123
    entrypoint: sh
    command: -c 'mkdir -p /data/mlflow-artifacts && /usr/bin/minio server /data'
    container_name: minio_proj
    networks:
      mlfs-network:
        ipv4_address: 172.20.128.3

networks:
  mlfs-network:
    ipam:
      config:
        - subnet: 172.20.0.0/16