apiVersion: sagemaker.aws.amazon.com/v1
kind: HostingAutoscalingPolicy
metadata:
  name: hap-custom
spec:
    resourceId:
      - endpointName: Endpoint-20200410010239-FZFY
        variantName: variant-name-1
    region: us-east-2
    policyName: CPUUtilizationScalingPolicy
    policyType: TargetTrackingScaling
    minCapacity: 1
    maxCapacity: 2
    suspendedState:
        dynamicScalingInSuspended: true
    targetTrackingScalingPolicyConfiguration:
        targetValue: 60.0 
        scaleInCooldown: 700 
        scaleOutCooldown: 300
        customizedMetricSpecification: 
          metricName: CPUUtilization 
          namespace: /aws/sagemaker/Endpoints 
          dimensions:  
             - name: EndpointName
               value: Endpoint-20200410010239-FZFY
             - name: VariantName
               value: variant-name-1
          statistic: Average 
          unit: Percent