docker run -d --name ray-head \
  -p 8265:8265 -p 10001:10001 \
  docker.io/bitnamilegacy/ray:latest \
  ray start --head --dashboard-host=0.0.0.0

docker run -d --name ray-head \
  --restart unless-stopped \
  -p 8265:8265 -p 10001:10001 \
  -e RAY_memory_monitor_refresh_ms=0 \
  docker.io/bitnamilegacy/ray:2.9.0 \
  ray start --head --dashboard-host=0.0.0.0 --num-cpus=4

apiVersion: apps/v1
kind: Deployment
metadata:
  name: ray-head
spec:
  replicas: 1
  selector:
    matchLabels:
      app: ray-head
  template:
    metadata:
      labels:
        app: ray-head
    spec:
      containers:
        - name: ray
          image: docker.io/bitnamilegacy/ray:2.9.0
          command: ["ray","start","--head","--dashboard-host=0.0.0.0"]
          ports:
            - containerPort: 8265
            - containerPort: 10001
---
apiVersion: v1
kind: Service
metadata:
  name: ray-head
spec:
  selector:
    app: ray-head
  ports:
    - name: dashboard
      port: 8265
    - name: client
      port: 10001