aws-cdk-lib.aws_sagemaker.CfnInferenceExperiment.ShadowModeConfigProperty

ShadowModeConfigProperty Struct

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.

Source

Generated code

Type last changed

v2.93.0 · 23 Aug 2023

Example

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

Properties

shadowModelVariantsIResolvable | IResolvable | CfnInferenceExperiment.ShadowModelVariantConfigProperty[]shadow_model_variantstyping.Union[IResolvable, typing.List[typing.Union[IResolvable, ShadowModelVariantConfigProperty]]]shadowModelVariantsIResolvableShadowModelVariantsIResolvableShadowModelVariantsinterface{}required#

List of shadow variant configurations.

sourceModelVariantNamestringsource_model_variant_namestrsourceModelVariantNameStringSourceModelVariantNamestringSourceModelVariantName*stringrequired#

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