2.233.0

interface ValidationSpecificationProperty

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

Specifies batch transform jobs that SageMaker runs to validate your model package.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-validationspecification.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 validationSpecificationProperty: sagemaker_mixins.CfnModelPackagePropsMixin.ValidationSpecificationProperty = {
  validationProfiles: [{
    profileName: 'profileName',
    transformJobDefinition: {
      batchStrategy: 'batchStrategy',
      environment: {
        environmentKey: 'environment',
      },
      maxConcurrentTransforms: 123,
      maxPayloadInMb: 123,
      transformInput: {
        compressionType: 'compressionType',
        contentType: 'contentType',
        dataSource: {
          s3DataSource: {
            s3DataType: 's3DataType',
            s3Uri: 's3Uri',
          },
        },
        splitType: 'splitType',
      },
      transformOutput: {
        accept: 'accept',
        assembleWith: 'assembleWith',
        kmsKeyId: 'kmsKeyId',
        s3OutputPath: 's3OutputPath',
      },
      transformResources: {
        instanceCount: 123,
        instanceType: 'instanceType',
        volumeKmsKeyId: 'volumeKmsKeyId',
      },
    },
  }],
  validationRole: 'validationRole',
};

Properties

NameTypeDescription
validationProfiles?IResolvable | (IResolvable | ValidationProfileProperty)[]An array of ModelPackageValidationProfile objects, each of which specifies a batch transform job that SageMaker runs to validate your model package.
validationRole?stringThe IAM roles to be used for the validation of the model package.

validationProfiles?

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

An array of ModelPackageValidationProfile objects, each of which specifies a batch transform job that SageMaker runs to validate your model package.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-validationspecification.html#cfn-sagemaker-modelpackage-validationspecification-validationprofiles

validationRole?

Type: string (optional)

The IAM roles to be used for the validation of the model package.

See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-validationspecification.html#cfn-sagemaker-modelpackage-validationspecification-validationrole

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