agora/shopper_insights_api/operations/shopper-insights.yaml

kind: PersistentVolumeClaim
apiVersion: v1
metadata:
  name: acsa-pvc
  namespace: contoso-hypermarket
spec:
  accessModes:
    - ReadWriteMany
  resources:
    requests:
      storage: 10Gi
  storageClassName: cloud-backed-sc
---
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
  name: shopper-model-pvc
  namespace: contoso-hypermarket
spec:
  accessModes:
    - ReadWriteOnce
  resources:
    requests:
      storage: 1Gi

---

apiVersion: apps/v1
kind: Deployment
metadata:
  name: shopper-insights-api
  namespace: contoso-hypermarket
spec:
  replicas: 1
  selector:
    matchLabels:
      app: shopper-insights-api
  template:
    metadata:
      labels:
        app: shopper-insights-api
    spec:
      initContainers:
      - name: init-download-model
        image: mcr.microsoft.com/cbl-mariner/base/core:2.0
        command: 
          - sh
          - -c
          - |
            tdnf update -y
            tdnf install wget -y
            wget -O /tmp/models/person-detection-retail-0013.bin https://download.microsoft.com/download/ad457769-60e2-4e4b-8756-8d9fada0b60a/person-detection-retail-0013.bin
            wget -O /tmp/models/person-detection-retail-0013.xml https://download.microsoft.com/download/ad457769-60e2-4e4b-8756-8d9fada0b60a/person-detection-retail-0013.xml
            wget -O /tmp/models/person-reidentification-retail-0287.bin https://download.microsoft.com/download/ad457769-60e2-4e4b-8756-8d9fada0b60a/person-reidentification-retail-0287.bin
            wget -O /tmp/models/person-reidentification-retail-0287.xml https://download.microsoft.com/download/ad457769-60e2-4e4b-8756-8d9fada0b60a/person-reidentification-retail-0287.xml
            wget -O /tmp/models/age-gender-recognition-retail-0013.bin https://download.microsoft.com/download/ad457769-60e2-4e4b-8756-8d9fada0b60a/age-gender-recognition-retail-0013.bin
            wget -O /tmp/models/age-gender-recognition-retail-0013.xml https://download.microsoft.com/download/ad457769-60e2-4e4b-8756-8d9fada0b60a/age-gender-recognition-retail-0013.xml
        volumeMounts:
        - name: models-volume
          mountPath: /tmp/models
      containers:
      - name: shopper-insights-api
        image: mcr.microsoft.com/jumpstart/agora/shopper_insights_api:1.0.0
        ports:
        - containerPort: 5001
        env:
        - name: MODEL_PATH
          value: "/tmp/models/"
        - name: RTSP_URL
          value: "rtsp://rtsp-stream-aisle:8554/stream"
        - name: FLASK_PORT
          value: "5001"
        - name: ENABLE_SAVING
          value: "True"
        volumeMounts:
        - mountPath: /tmp/models
          name: models-volume
        - mountPath: /usr/src/app/detected_persons
          name: blob
      volumes:
      - name: models-volume
        persistentVolumeClaim:
          claimName: shopper-model-pvc
      - name: blob
        persistentVolumeClaim:
          claimName: acsa-pvc

---

apiVersion: v1
kind: Service
metadata:
  name: shopper-insights-api
  namespace: contoso-hypermarket
  labels:
    app: shopper-insights-service
spec:
  selector:
    app: shopper-insights-api
  ports:
    - name: shopper-insights-metrics
      protocol: TCP
      port: 5001
      targetPort: 5001
  type: LoadBalancer