apiVersion: v1
kind: PersistentVolumeClaim
metadata:
  name: tf-lab-pvc
spec:
  accessModes:
    - ReadWriteOnce
  resources:
    requests:
      storage: 1Gi
  storageClassName: nfs-client
---
apiVersion: v1
kind: Service
metadata:
  name: tf-lab
  labels:
    app: tf-lab
spec:
  type: ClusterIP
  ports:
    - port: 80
      name: http
      targetPort: 8888
  selector:
    app: tf-lab
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: tf-lab
spec:
  replicas: 1
  selector:
    matchLabels:
      app: tf-lab
  template:
    metadata:
      labels:
        app: tf-lab
    spec:
      nodeSelector:
        nodegroup: gpu
      containers:
        - name: tf-lab
          image: tensorflow/tensorflow:2.16.2-gpu-jupyter
          resources:
            limits:
              nvidia.com/gpu: 1
          ports:
            - containerPort: 8888
              name: lab
          volumeMounts:
            - name: lab-storage
              mountPath: /sample
      volumes:
        - name: lab-storage
          persistentVolumeClaim:
            claimName: tf-lab-pvc
---
apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
  name: ing-tf-lab
spec:
  ingressClassName: nginx
  rules:
  - host: lab.nhngpuaas.com
    http:
      paths:
      - path: /lab
        pathType: Prefix
        backend:
          service:
            name: tf-lab
            port:
              number: 80
  tls:
    - hosts:
      - "lab.nhngpuaas.com"
      secretName: nhngpuaas-ssl