software.amazon.awssdk.services.sagemaker.model

Class CreateModelBiasJobDefinitionRequest

java.lang.Object

software.amazon.awssdk.core.SdkRequest

software.amazon.awssdk.awscore.AwsRequest

software.amazon.awssdk.services.sagemaker.model.SageMakerRequest

software.amazon.awssdk.services.sagemaker.model.CreateModelBiasJobDefinitionRequest

All Implemented Interfaces:

SdkPojo, ToCopyableBuilder<CreateModelBiasJobDefinitionRequest.Builder,CreateModelBiasJobDefinitionRequest>

@Generated(value="software.amazon.awssdk:codegen")
public final class CreateModelBiasJobDefinitionRequest
extends SageMakerRequest
implements ToCopyableBuilder<CreateModelBiasJobDefinitionRequest.Builder,CreateModelBiasJobDefinitionRequest>

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	CreateModelBiasJobDefinitionRequest.Builder

Method Summary

Modifier and Type	Method and Description
static CreateModelBiasJobDefinitionRequest.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
boolean	hasTags() For responses, this returns true if the service returned a value for the Tags property.
String	jobDefinitionName() The name of the bias job definition.
MonitoringResources	jobResources() Returns the value of the JobResources property for this object.
ModelBiasAppSpecification	modelBiasAppSpecification() Configures the model bias job to run a specified Docker container image.
ModelBiasBaselineConfig	modelBiasBaselineConfig() The baseline configuration for a model bias job.
ModelBiasJobInput	modelBiasJobInput() Inputs for the model bias job.
MonitoringOutputConfig	modelBiasJobOutputConfig() Returns the value of the ModelBiasJobOutputConfig property for this object.
MonitoringNetworkConfig	networkConfig() Networking options for a model bias job.
String	roleArn() The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
List<SdkField<?>>	sdkFields()
static Class<? extends CreateModelBiasJobDefinitionRequest.Builder>	serializableBuilderClass()
MonitoringStoppingCondition	stoppingCondition() Returns the value of the StoppingCondition property for this object.
List<Tag>	tags() (Optional) An array of key-value pairs.
CreateModelBiasJobDefinitionRequest.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class software.amazon.awssdk.awscore.AwsRequest

overrideConfiguration

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

jobDefinitionName

public final String jobDefinitionName()

The name of the bias job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

Returns:

The name of the bias job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

modelBiasBaselineConfig

public final ModelBiasBaselineConfig modelBiasBaselineConfig()

The baseline configuration for a model bias job.

Returns:

The baseline configuration for a model bias job.

modelBiasAppSpecification

public final ModelBiasAppSpecification modelBiasAppSpecification()

Configures the model bias job to run a specified Docker container image.

Returns:

Configures the model bias job to run a specified Docker container image.

modelBiasJobInput

public final ModelBiasJobInput modelBiasJobInput()

Inputs for the model bias job.

Returns:

Inputs for the model bias job.

modelBiasJobOutputConfig

public final MonitoringOutputConfig modelBiasJobOutputConfig()

Returns the value of the ModelBiasJobOutputConfig property for this object.

Returns:

The value of the ModelBiasJobOutputConfig property for this object.

jobResources

public final MonitoringResources jobResources()

Returns the value of the JobResources property for this object.

Returns:

The value of the JobResources property for this object.

networkConfig

public final MonitoringNetworkConfig networkConfig()

Networking options for a model bias job.

Returns:

Networking options for a model bias job.

roleArn

public final String roleArn()

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

Returns:

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

stoppingCondition

public final MonitoringStoppingCondition stoppingCondition()

Returns the value of the StoppingCondition property for this object.

Returns:

The value of the StoppingCondition property for this object.

hasTags

public final boolean hasTags()

For responses, this returns true if the service returned a value for the Tags 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.

tags

public final List<Tag> tags()

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

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 hasTags() method.

Returns:

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

toBuilder

public CreateModelBiasJobDefinitionRequest.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<CreateModelBiasJobDefinitionRequest.Builder,CreateModelBiasJobDefinitionRequest>

Specified by:

toBuilder in class SageMakerRequest

builder

public static CreateModelBiasJobDefinitionRequest.Builder builder()

serializableBuilderClass

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

hashCode

public final int hashCode()

Overrides:

hashCode in class AwsRequest

equals

public final boolean equals(Object obj)

Overrides:

equals in class AwsRequest

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)

Overrides:

getValueForField in class SdkRequest

sdkFields

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

Specified by:

sdkFields in interface SdkPojo