agora/contoso_hypermarket/charts/footfall-ai-api/templates/deployment.yaml

apiVersion: apps/v1
kind: Deployment
metadata:
  name: footfall-ai-api
spec:
  replicas: 1
  selector:
    matchLabels:
      app: footfall-ai-api
  template:
    metadata:
      labels:
        app: footfall-ai-api
    spec:
      {{- if (lookup "v1" "Namespace" "" "gpu-operator") }}
      nodeSelector:
        nvidia.com/gpu.present: "true"     # Ensures pods are scheduled on GPU-enabled nodes
      runtimeClassName: nvidia
      {{- end }}
      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/yolov8n.pt download.microsoft.com/download/ad457769-60e2-4e4b-8756-8d9fada0b60a/yolov8n.pt
        volumeMounts:
        - name: models-volume
          mountPath: /tmp/models
      containers:
      - name: footfall-ai-api
        image: "{{ .Values.image.repository }}:{{ .Values.image.tag }}{{if (lookup "v1" "Namespace" "" "gpu-operator") }}-gpu{{ end }}"
        imagePullPolicy: {{ .Values.image.pullPolicy }}
        ports:
        - containerPort: 5000
        env:
        - name: MODEL_PATH
          value: "/tmp/models/yolov8n.pt"
        - name: RTSP_URL
          value: "rtsp://rtsp-stream-aisle.contoso-hypermarket.svc.cluster.local:8554/stream"
        - name: PROCESSOR_SKIP_FPS
          value: "5"
        {{- if (lookup "v1" "Namespace" "" "gpu-operator") }}
        resources:
          limits:
            nvidia.com/gpu: "1"
        {{- end }}
        volumeMounts:
        - mountPath: /tmp/models
          name: models-volume
      volumes:
      - name: models-volume
        persistentVolumeClaim:
          claimName: footfall-model-pvc