software.amazon.awscdk.services.sagemaker

Interface CfnModelPackage.ValidationSpecificationProperty

All Known Implementing Classes:

CfnModelPackage.ValidationSpecificationProperty.Jsii$Proxy

Enclosing class:

CfnModelPackage

public static interface CfnModelPackage.ValidationSpecificationProperty

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

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.services.sagemaker.*;
 ValidationSpecificationProperty validationSpecificationProperty = ValidationSpecificationProperty.builder()
         .validationProfiles(List.of(ValidationProfileProperty.builder()
                 .profileName("profileName")
                 .transformJobDefinition(TransformJobDefinitionProperty.builder()
                         .transformInput(TransformInputProperty.builder()
                                 .dataSource(DataSourceProperty.builder()
                                         .s3DataSource(S3DataSourceProperty.builder()
                                                 .s3DataType("s3DataType")
                                                 .s3Uri("s3Uri")
                                                 .build())
                                         .build())
                                 // the properties below are optional
                                 .compressionType("compressionType")
                                 .contentType("contentType")
                                 .splitType("splitType")
                                 .build())
                         .transformOutput(TransformOutputProperty.builder()
                                 .s3OutputPath("s3OutputPath")
                                 // the properties below are optional
                                 .accept("accept")
                                 .assembleWith("assembleWith")
                                 .kmsKeyId("kmsKeyId")
                                 .build())
                         .transformResources(TransformResourcesProperty.builder()
                                 .instanceCount(123)
                                 .instanceType("instanceType")
                                 // the properties below are optional
                                 .volumeKmsKeyId("volumeKmsKeyId")
                                 .build())
                         // the properties below are optional
                         .batchStrategy("batchStrategy")
                         .environment(Map.of(
                                 "environmentKey", "environment"))
                         .maxConcurrentTransforms(123)
                         .maxPayloadInMb(123)
                         .build())
                 .build()))
         .validationRole("validationRole")
         .build();
 

Nested Class Summary

Nested Classes

Modifier and Type	Interface and Description
static class	CfnModelPackage.ValidationSpecificationProperty.Builder A builder for CfnModelPackage.ValidationSpecificationProperty
static class	CfnModelPackage.ValidationSpecificationProperty.Jsii$Proxy An implementation for CfnModelPackage.ValidationSpecificationProperty

Method Summary

Modifier and Type	Method and Description
static CfnModelPackage.ValidationSpecificationProperty.Builder	builder()
java.lang.Object	getValidationProfiles() An array of `ModelPackageValidationProfile` objects, each of which specifies a batch transform job that SageMaker runs to validate your model package.
java.lang.String	getValidationRole() The IAM roles to be used for the validation of the model package.

Method Detail

getValidationProfiles

java.lang.Object getValidationProfiles()

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

getValidationRole

java.lang.String getValidationRole()

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

builder

static CfnModelPackage.ValidationSpecificationProperty.Builder builder()

Returns:

a CfnModelPackage.ValidationSpecificationProperty.Builder of CfnModelPackage.ValidationSpecificationProperty