apiVersion: apps/v1
kind: Deployment
metadata:
  name: mlops-serving
  namespace: soo
  labels:
    app: mlops-serving
spec:
  replicas: 1
  selector:
    matchLabels:
      app: mlops-serving
  template:
    metadata:
      labels:
        app: mlops-serving
    spec:
      imagePullSecrets:
        - name: harbor-secret
      containers:
        - name: serving
          image: harbor.inje-private.com/mlops/mlops-serving:latest  # CI에서 자동 업데이트
          ports:
            - containerPort: 8080
          resources:
            requests:
              cpu: 500m
              memory: 512Mi
            limits:
              cpu: "2"
              memory: 2Gi
          # env:
          #   - name: MODEL_PATH
          #     value: /models/model.pt
          # volumeMounts:
          #   - name: model-storage
          #     mountPath: /models
      # volumes:
      #   - name: model-storage
      #     persistentVolumeClaim:
      #       claimName: mlops-model-pvc
---
apiVersion: v1
kind: Service
metadata:
  name: mlops-serving
  namespace: soo
spec:
  selector:
    app: mlops-serving
  ports:
    - port: 80
      targetPort: 8080
  type: ClusterIP