2.233.0

interface ShadowModeConfigProperty

LanguageType name
.NETAmazon.CDK.Mixins.Preview.AWS.SageMaker.Mixins.CfnInferenceExperimentPropsMixin.ShadowModeConfigProperty
Gogithub.com/aws/aws-cdk-go/awscdkmixinspreview/v2/awssagemaker/mixins#CfnInferenceExperimentPropsMixin_ShadowModeConfigProperty
Javasoftware.amazon.awscdk.mixins.preview.services.sagemaker.mixins.CfnInferenceExperimentPropsMixin.ShadowModeConfigProperty
Pythonaws_cdk.mixins_preview.aws_sagemaker.mixins.CfnInferenceExperimentPropsMixin.ShadowModeConfigProperty
TypeScript @aws-cdk/mixins-preview » aws_sagemaker » mixins » CfnInferenceExperimentPropsMixin » ShadowModeConfigProperty

The configuration of ShadowMode inference experiment type, which specifies a production variant to take all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests.

For the shadow variant it also specifies the percentage of requests that Amazon SageMaker replicates.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-shadowmodeconfig.html

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { mixins as sagemaker_mixins } from '@aws-cdk/mixins-preview/aws-sagemaker';
const shadowModeConfigProperty: sagemaker_mixins.CfnInferenceExperimentPropsMixin.ShadowModeConfigProperty = {
  shadowModelVariants: [{
    samplingPercentage: 123,
    shadowModelVariantName: 'shadowModelVariantName',
  }],
  sourceModelVariantName: 'sourceModelVariantName',
};

Properties

NameTypeDescription
shadowModelVariants?IResolvable | (IResolvable | ShadowModelVariantConfigProperty)[]List of shadow variant configurations.
sourceModelVariantName?stringThe name of the production variant, which takes all the inference requests.

shadowModelVariants?

Type: IResolvable | (IResolvable | ShadowModelVariantConfigProperty)[] (optional)

List of shadow variant configurations.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-shadowmodeconfig.html#cfn-sagemaker-inferenceexperiment-shadowmodeconfig-shadowmodelvariants

sourceModelVariantName?

Type: string (optional)

The name of the production variant, which takes all the inference requests.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-shadowmodeconfig.html#cfn-sagemaker-inferenceexperiment-shadowmodeconfig-sourcemodelvariantname

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