software.amazon.awssdk.services.sagemaker.model

Class AlgorithmValidationProfile

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.AlgorithmValidationProfile

All Implemented Interfaces:

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

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

Defines a training job and a batch transform job that Amazon SageMaker runs to validate your algorithm.

The data provided in the validation profile is made available to your buyers on AWS Marketplace.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	AlgorithmValidationProfile.Builder

Method Summary

Modifier and Type	Method and Description
static AlgorithmValidationProfile.Builder	builder()
boolean	equals(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
String	profileName() The name of the profile for the algorithm.
List<SdkField<?>>	sdkFields()
static Class<? extends AlgorithmValidationProfile.Builder>	serializableBuilderClass()
AlgorithmValidationProfile.Builder	toBuilder() Take this object and create a builder that contains all of the current property values of this object.
String	toString()
TrainingJobDefinition	trainingJobDefinition() The TrainingJobDefinition object that describes the training job that Amazon SageMaker runs to validate your algorithm.
TransformJobDefinition	transformJobDefinition() The TransformJobDefinition object that describes the transform job that Amazon SageMaker runs to validate your algorithm.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

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

copy

Method Detail

profileName

public String profileName()

The name of the profile for the algorithm. The name must have 1 to 63 characters. Valid characters are a-z, A-Z, 0-9, and - (hyphen).

Returns:

The name of the profile for the algorithm. The name must have 1 to 63 characters. Valid characters are a-z, A-Z, 0-9, and - (hyphen).

trainingJobDefinition

public TrainingJobDefinition trainingJobDefinition()

The TrainingJobDefinition object that describes the training job that Amazon SageMaker runs to validate your algorithm.

Returns:

The TrainingJobDefinition object that describes the training job that Amazon SageMaker runs to validate your algorithm.

transformJobDefinition

public TransformJobDefinition transformJobDefinition()

The TransformJobDefinition object that describes the transform job that Amazon SageMaker runs to validate your algorithm.

Returns:

The TransformJobDefinition object that describes the transform job that Amazon SageMaker runs to validate your algorithm.

toBuilder

public AlgorithmValidationProfile.Builder toBuilder()

Description copied from interface: ToCopyableBuilder

Take this object and create a builder that contains all of the current property values of this object.

Specified by:

toBuilder in interface ToCopyableBuilder<AlgorithmValidationProfile.Builder,AlgorithmValidationProfile>

Returns:

a builder for type T

builder

public static AlgorithmValidationProfile.Builder builder()

serializableBuilderClass

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

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

toString

public String toString()

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

Returns:

List of SdkField in this POJO. May be empty list but should never be null.