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(value="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 Amazon SageMaker runs to test the algorithm.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	AlgorithmValidationSpecification.Builder

Method Summary

Modifier and Type	Method and 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() Returns true if the ValidationProfiles property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty).
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 Amazon SageMaker runs to validate your algorithm.
String	validationRole() The IAM roles that Amazon 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 String validationRole()

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

Returns:

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

hasValidationProfiles

public boolean hasValidationProfiles()

Returns true if the ValidationProfiles property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty). For responses returned by the SDK, the sender is the AWS service.

validationProfiles

public List<AlgorithmValidationProfile> validationProfiles()

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

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

You can use hasValidationProfiles() to see if a value was sent in this field.

Returns:

An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that Amazon 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 int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

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

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo