preprocessor.yaml

apiVersion: apps/v1
kind: Deployment
metadata:
  name: preprocessor
spec:
  replicas: 2
  selector:
    matchLabels: { app: preprocessor }
  template:
    metadata:
      labels: { app: preprocessor }
    spec:
      containers:
        - name: preprocessor
          image: yourrepo/preprocessor:latest   # <-- replace with actual image
          ports:
            - containerPort: 8080
          resources:
            requests:
              cpu: "200m"
              memory: "256Mi"
            limits:
              cpu: "1"
              memory: "512Mi"
          readinessProbe:
            httpGet: { path: /health, port: 8080 }
            initialDelaySeconds: 5
            periodSeconds: 5
          livenessProbe:
            httpGet: { path: /live, port: 8080 }
            initialDelaySeconds: 10
            periodSeconds: 10
---
apiVersion: v1
kind: Service
metadata:
  name: preprocessor-svc
spec:
  selector: { app: preprocessor }
  ports:
    - name: http
      port: 80
      targetPort: 8080
  type: ClusterIP