docker-compose.yml

version: '3'
services:
  server_kernel:
    image: mage/data
    build:
      context: .
      dockerfile: ./Dockerfile
    command: "python mage_ai/server/server.py"
    ports:
      - 6789:6789
    volumes:
      - .:/home/src
    restart: on-failure:5
    stdin_open: true # used for interactive debugging
    tty: true # used for interactive debugging
  lab:
    image: mage/data
    build: .
    depends_on:
      - server_kernel
    environment:
      - HOME_DIR=/home/src
    command: "jupyter lab --allow-root --ip=0.0.0.0"
    ports:
      - 8888:8888
    volumes:
      - .:/home/src
    mem_limit: 99999m
    oom_kill_disable: true
  server:
    image: mage/data
    build: .
    depends_on:
      - server_kernel
    environment:
      - FLASK_ENV=development
    command: "python mage_ai/server/app.py --host 0.0.0.0 --port 5789"
    ports:
      - 5789:5789
    volumes:
      - .:/home/src
    stdin_open: true # used for interactive debugging
    tty: true # used for interactive debugging
  app:
    image: mage/data
    build: .
    depends_on:
      - server
    command: ./scripts/install_and_run.sh
    ports:
      - 3000:3000
    volumes:
      - ./mage_ai/frontend/.babelrc:/home/src/mage_ai/frontend/.babelrc
      - ./mage_ai/frontend/.eslintrc.js:/home/src/mage_ai/frontend/.eslintrc.js
      - ./mage_ai/frontend/api:/home/src/mage_ai/frontend/api
      - ./mage_ai/frontend/components:/home/src/mage_ai/frontend/components
      - ./mage_ai/frontend/context:/home/src/mage_ai/frontend/context
      - ./mage_ai/frontend/hocs:/home/src/mage_ai/frontend/hocs
      - ./mage_ai/frontend/interfaces:/home/src/mage_ai/frontend/interfaces
      - ./mage_ai/frontend/next-env.d.ts:/home/src/mage_ai/frontend/next-env.d.ts
      - ./mage_ai/frontend/next.config.js:/home/src/mage_ai/frontend/next.config.js
      - ./mage_ai/frontend/oracle:/home/src/mage_ai/frontend/oracle
      - ./mage_ai/frontend/package.json:/home/src/mage_ai/frontend/package.json
      - ./mage_ai/frontend/pages:/home/src/mage_ai/frontend/pages
      - ./mage_ai/frontend/public:/home/src/mage_ai/frontend/public
      - ./mage_ai/frontend/scripts:/home/src/mage_ai/frontend/scripts
      - ./mage_ai/frontend/storage:/home/src/mage_ai/frontend/storage
      - ./mage_ai/frontend/stories:/home/src/mage_ai/frontend/stories
      - ./mage_ai/frontend/styles:/home/src/mage_ai/frontend/styles
      - ./mage_ai/frontend/tsconfig.json:/home/src/mage_ai/frontend/tsconfig.json
      - ./mage_ai/frontend/utils:/home/src/mage_ai/frontend/utils
      - ./mage_ai/frontend/yarn.lock:/home/src/mage_ai/frontend/yarn.lock
    working_dir: /home/src/mage_ai/frontend