apiVersion: batch/v1
kind: Job
metadata:
  name: ingest-job
  namespace: food-ai
spec:
  backoffLimit: 2
  template:
    spec:
      restartPolicy: Never
      containers:
      - name: ingest
        image: food-ai-ingest:latest
        command: ["python", "ingest_csv.py"]
        env:
        - name: LOG_PATH
          value: "/logs"
        volumeMounts:
        - name: csv-data
          mountPath: /app
        - name: logs
          mountPath: /logs
        resources:
          limits:
            cpu: "2"
            memory: "2Gi"
          requests:
            cpu: "1"
            memory: "1Gi"
      volumes:
      - name: csv-data
        persistentVolumeClaim:
          claimName: csv-data-pvc
      - name: logs
        persistentVolumeClaim:
          claimName: logs-pvc