bakery-ia/infrastructure/services/microservices/ai-insights/migrations/ai-insights-migration-job.yaml

# Enhanced migration job for ai-insights service with automatic table creation
apiVersion: batch/v1
kind: Job
metadata:
  name: ai-insights-migration-c5a2dabd
  namespace: bakery-ia
  labels:
    app.kubernetes.io/name: ai-insights-migration-c5a2dabd
    app.kubernetes.io/component: migration
    app.kubernetes.io/part-of: bakery-ia
spec:
  backoffLimit: 3
  template:
    metadata:
      labels:
        app.kubernetes.io/name: ai-insights-migration-c5a2dabd
        app.kubernetes.io/component: migration
    spec:
      initContainers:
      - name: wait-for-db
        image: postgres:17-alpine
        command: ["sh", "-c", "until pg_isready -h ai-insights-db-service -p 5432; do sleep 2; done"]
        resources:
          requests:
            memory: "32Mi"
            cpu: "10m"
          limits:
            memory: "128Mi"
            cpu: "100m"
      containers:
      - name: migrate
        image: registry.bakewise.ai/bakery-admin/ai_insights:c5a2dabd124a8867c216ee4dc40b576fee619125
        command: ["python", "/app/shared/scripts/run_migrations.py", "ai_insights"]
        env:
        - name: AI_INSIGHTS_DATABASE_URL
          valueFrom:
            secretKeyRef:
              name: database-secrets
              key: AI_INSIGHTS_DATABASE_URL
        - name: DATABASE_URL
          valueFrom:
            secretKeyRef:
              name: database-secrets
              key: AI_INSIGHTS_DATABASE_URL
        - name: REDIS_URL
          valueFrom:
            secretKeyRef:
              name: database-secrets
              key: REDIS_URL
        - name: DB_FORCE_RECREATE
          valueFrom:
            configMapKeyRef:
              name: bakery-config
              key: DB_FORCE_RECREATE
              optional: true
        - name: LOG_LEVEL
          value: "INFO"
        resources:
          requests:
            memory: "128Mi"
            cpu: "50m"
          limits:
            memory: "512Mi"
            cpu: "500m"
      restartPolicy: OnFailure