apiVersion: sagemaker.aws.amazon.com/v1
kind: HostingDeployment
metadata:
  name: hosting-retain-varient-properties
spec:
  endpointName: hosting-retain-varient-properties
  region: us-west-2
  retainAllVariantProperties: true
  excludeRetainedVariantProperties:
    - variantPropertyType: "DesiredWeight"
  productionVariants:
    - variantName: AllTraffic
      modelName: xgboost-model
      initialInstanceCount: 1
      instanceType: ml.r5.large
      initialVariantWeight: 2
  models:
    - name: xgboost-model
      executionRoleArn: "{ROLE_ARN}"
      containers:
        - containerHostname: xgboost
          modelDataUrl: s3://{DATA_BUCKET}/inference/xgboost-mnist/model.tar.gz
          image: 433757028032.dkr.ecr.us-west-2.amazonaws.com/xgboost:latest
          environment:
            - name: my_env_key
              value: my_env_value
      primaryContainer: xgboost
  tags:
      - key: name
        value: sagemaker-k8s-operator tag test