Package software.amazon.awssdk.services.sagemaker.model

Class AlgorithmValidationSpecification

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.AlgorithmValidationSpecification

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<AlgorithmValidationSpecification.Builder,AlgorithmValidationSpecification>

@Generated("software.amazon.awssdk:codegen")
public final class AlgorithmValidationSpecification
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<AlgorithmValidationSpecification.Builder,AlgorithmValidationSpecification>

Specifies configurations for one or more training jobs that SageMaker runs to test the algorithm.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	AlgorithmValidationSpecification.Builder

Method Summary

Modifier and Type	Method	Description
static AlgorithmValidationSpecification.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
boolean	hasValidationProfiles()	For responses, this returns true if the service returned a value for the ValidationProfiles property.
Map<String,SdkField<?>>	sdkFieldNameToField()
List<SdkField<?>>	sdkFields()
static Class<? extends AlgorithmValidationSpecification.Builder>	serializableBuilderClass()
AlgorithmValidationSpecification.Builder	toBuilder()
String	toString()	Returns a string representation of this object.
List<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.
String	validationRole()	The IAM roles that SageMaker uses to run the training jobs.

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

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

copy

Method Detail

validationRole

public final String validationRole()

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

Returns:

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

hasValidationProfiles

public final boolean hasValidationProfiles()

For responses, this returns true if the service returned a value for the ValidationProfiles property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

validationProfiles

public final List<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.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasValidationProfiles() method.

Returns:

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

toBuilder

public AlgorithmValidationSpecification.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<AlgorithmValidationSpecification.Builder,AlgorithmValidationSpecification>

builder

public static AlgorithmValidationSpecification.Builder builder()

serializableBuilderClass

public static Class<? extends AlgorithmValidationSpecification.Builder> serializableBuilderClass()

hashCode

public final int hashCode()

Overrides:

hashCode in class Object

equals

public final boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public final boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public final String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)

sdkFields

public final List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo

sdkFieldNameToField

public final Map<String,SdkField<?>> sdkFieldNameToField()

Specified by:

sdkFieldNameToField in interface SdkPojo