docker-compose.yml

version: "3"
services:
  redis:
    image: 'redis:6'
    environment:
      # ALLOW_EMPTY_PASSWORD is recommended only for development.
      - ALLOW_EMPTY_PASSWORD=yes
      - REDIS_DISABLE_COMMANDS=FLUSHDB,FLUSHALL
    ports:
      - '6379:6379'
      
  dask-scheduler:
    build:
      context: docker/base
      dockerfile: Dockerfile
    image: daskdev/dask
    hostname: dask-scheduler
    ports:
      - "8786:8786"
      - "8787:8787"
    command: ["dask-scheduler"]
    volumes:
      - ./data:/data

  dask-worker:
    build:
      context: docker/base
      dockerfile: Dockerfile
    image: daskdev/dask
    hostname: dask-worker
    command: ["dask-worker", "tcp://dask-scheduler:8786", "--memory-limit=2GB"]
    volumes:
      - ./data:/data
    
  base-notebook:
    build:
      context: github.com/jupyter/docker-stacks.git#master:base-notebook
      dockerfile: Dockerfile
      args:
        PYTHON_VERSION: "3.8"
    image: jupyter/base-notebook:lab
    volumes:
      - ./data:/data

  dask-notebook:
    build:
      context: docker/notebook
      dockerfile: Dockerfile
    image: daskdev/dask-notebook
    depends_on:
      - base-notebook
    hostname: notebook
    ports:
      - "8888:8888"
    environment:
      - DASK_SCHEDULER_ADDRESS="tcp://scheduler:8786"
    volumes:
      - ./data:/data

  fastai: &fastai
    restart: unless-stopped
    working_dir: /data
    image: fastai/codespaces
    logging:
      driver: json-file
      options:
        max-size: 50m
    stdin_open: true
    tty: true
    volumes:
      - .:/data/

  notebook:
    <<: *fastai
    command: bash -c "pip install -e . && jupyter notebook --allow-root --no-browser --ip=0.0.0.0 --port=8080 --NotebookApp.token='' --NotebookApp.password=''"
    ports:
      - "8080:8080"

  watcher:
    <<: *fastai
    command: watchmedo shell-command --command nbdev_build_docs --pattern *.ipynb --recursive --drop
    network_mode: host # for GitHub Codespaces https://github.com/features/codespaces/

  jekyll:
    <<: *fastai
    ports:
     - "4000:4000"
    command: >
     bash -c "pip install .
     && nbdev_build_docs && cd docs
     && bundle i
     && chmod -R u+rwx . && bundle exec jekyll serve --host 0.0.0.0"