patmigliaccio.com/lessons-ml-gcp 10/29/19

lessons-ml-gcp-5.yaml

# api-deployment.yaml
---
apiVersion: extensions/v1beta1
kind: Deployment
metadata:
  name: api-deployment
spec:
  selector:
    matchLabels:
      io.kompose.service: api
  replicas: 1
  template:
    metadata:
      labels:
        io.kompose.service: api
    spec:
      containers:
      - name: my-api
        image: gcr.io/my-project/my-image
        ports:
          - containerPort: 5900
        env:
        - name: GCS_BUCKET
          value: my-models
        - name: MODELS_PATH
          value: /mnt/disk/models/
        volumeMounts:
        - mountPath: "/mnt/disk"
          name: my-disk
        resources:
          requests:
            memory: "8096Mi"
            cpu: "500m"
          limits:
            memory: "16384Mi"
            cpu: "1000m"
        readinessProbe:
          httpGet:
            path: /healthz
            port: 5900
      volumes:
      - name: my-disk
        persistentVolumeClaim:
          claimName: my-disk
      restartPolicy: Always