apiVersion: apps/v1
kind: Deployment
metadata:
  name: predictor
spec:
  replicas: 1
  selector:
    matchLabels:
      app: predictor
  template:
    metadata:
      labels:
        app: predictor
    spec:
      containers:
      - name: app
        image: devopscube/predictor:1.0                    
        ports:
        - containerPort: 8000
        env:
        - name: MODEL_PATH
          value: /volume/models/model.pkl
        volumeMounts:
        - name: model-vol
          mountPath: /volume
      volumes:
      - name: model-vol
        image:
          reference: devopscube/oci-image:1.0
          pullPolicy: IfNotPresent
---
apiVersion: v1
kind: Service
metadata:
  name: predictor-svc
spec:
  selector:
    app: predictor
  ports:
  - port: 80
    targetPort: 8000