docker-compose.yaml

services:
  ray-head:
    image: ml-apps:latest
    ports:
      - "8201:8201" ## dashboard port
      - "8200:8200" ## serve port 
      - "20001:20001" ## client port
      - "6380:6380" ## gcs port
    # ray-client-server-port, dashboard-port and port(global control store port) can be customized by specifying in the params
    # serve port can be customized by specifying port under http_options
    command: bash -c "ray start --head --ray-client-server-port=20001 --dashboard-port=8201 --port=6380 --dashboard-host=0.0.0.0 --block"
    networks:
      - ray_net

  ray-worker:
    image: ml-apps:latest
    depends_on: 
      - ray-head
    command: bash -c "ray start --address ray-head:6380 && serve run config.yaml" 
    networks:
      - ray_net
 
networks:
  ray_net:
    ipam:
      driver: default