Interface AlgorithmValidationSpecification.Builder

All Superinterfaces:

Buildable, CopyableBuilder<AlgorithmValidationSpecification.Builder,AlgorithmValidationSpecification>, SdkBuilder<AlgorithmValidationSpecification.Builder,AlgorithmValidationSpecification>, SdkPojo

Enclosing class:

AlgorithmValidationSpecification

@Mutable
@NotThreadSafe
public static interface AlgorithmValidationSpecification.Builder
extends SdkPojo, CopyableBuilder<AlgorithmValidationSpecification.Builder,AlgorithmValidationSpecification>

Method Summary

Modifier and Type	Method	Description
AlgorithmValidationSpecification.Builder	validationProfiles(Collection<AlgorithmValidationProfile> validationProfiles)	An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that SageMaker runs to validate your algorithm.
AlgorithmValidationSpecification.Builder	validationProfiles(Consumer<AlgorithmValidationProfile.Builder>... validationProfiles)	An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that SageMaker runs to validate your algorithm.
AlgorithmValidationSpecification.Builder	validationProfiles(AlgorithmValidationProfile... validationProfiles)	An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that SageMaker runs to validate your algorithm.
AlgorithmValidationSpecification.Builder	validationRole(String validationRole)	The IAM roles that SageMaker uses to run the training jobs.

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFieldNameToField, sdkFields

Method Details

validationRole

AlgorithmValidationSpecification.Builder validationRole(String validationRole)

The IAM roles that SageMaker uses to run the training jobs.

Parameters:

validationRole - The IAM roles that SageMaker uses to run the training jobs.

Returns:

Returns a reference to this object so that method calls can be chained together.

validationProfiles

AlgorithmValidationSpecification.Builder validationProfiles(Collection<AlgorithmValidationProfile> validationProfiles)

An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that SageMaker runs to validate your algorithm.

Parameters:

validationProfiles - An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that SageMaker runs to validate your algorithm.

Returns:

Returns a reference to this object so that method calls can be chained together.

validationProfiles

AlgorithmValidationSpecification.Builder validationProfiles(AlgorithmValidationProfile... validationProfiles)

An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that SageMaker runs to validate your algorithm.

Parameters:

validationProfiles - An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that SageMaker runs to validate your algorithm.

Returns:

Returns a reference to this object so that method calls can be chained together.

validationProfiles

AlgorithmValidationSpecification.Builder validationProfiles(Consumer<AlgorithmValidationProfile.Builder>... validationProfiles)

An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that SageMaker runs to validate your algorithm.

This is a convenience method that creates an instance of the AlgorithmValidationProfile.Builder avoiding the need to create one manually via AlgorithmValidationProfile.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to validationProfiles(List<AlgorithmValidationProfile>).

Parameters:

validationProfiles - a consumer that will call methods on AlgorithmValidationProfile.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• validationProfiles(java.util.Collection<AlgorithmValidationProfile>)