apiVersion: sagemaker.aws.amazon.com/v1
kind: HostingAutoscalingPolicy
metadata:
  name: hap-predefined
spec:
    resourceId:
      - endpointName: PLACEHOLDER-ENDPOINT-1
        variantName: AllTraffic
      - endpointName: PLACEHOLDER-ENDPOINT-2
        variantName: AllTraffic
    region: us-west-2
    policyName: SageMakerEndpointInvocationScalingPolicy
    policyType: TargetTrackingScaling
    minCapacity: 1
    maxCapacity: 2
    targetTrackingScalingPolicyConfiguration:
        targetValue: 70.0 
        predefinedMetricSpecification: 
            predefinedMetricType: SageMakerVariantInvocationsPerInstance 
        scaleInCooldown: 700 
        scaleOutCooldown: 300
        disableScaleIn: true