software.amazon.awssdk.services.sagemaker.model

Class CreateModelExplainabilityJobDefinitionRequest

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.CreateModelExplainabilityJobDefinitionRequest

All Implemented Interfaces:

SdkPojo, ToCopyableBuilder<CreateModelExplainabilityJobDefinitionRequest.Builder,CreateModelExplainabilityJobDefinitionRequest>

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

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	CreateModelExplainabilityJobDefinitionRequest.Builder

Method Summary

Modifier and Type	Method and Description
static CreateModelExplainabilityJobDefinitionRequest.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 model explainability job definition.
MonitoringResources	jobResources() Returns the value of the JobResources property for this object.
ModelExplainabilityAppSpecification	modelExplainabilityAppSpecification() Configures the model explainability job to run a specified Docker container image.
ModelExplainabilityBaselineConfig	modelExplainabilityBaselineConfig() The baseline configuration for a model explainability job.
ModelExplainabilityJobInput	modelExplainabilityJobInput() Inputs for the model explainability job.
MonitoringOutputConfig	modelExplainabilityJobOutputConfig() Returns the value of the ModelExplainabilityJobOutputConfig property for this object.
MonitoringNetworkConfig	networkConfig() Networking options for a model explainability 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 CreateModelExplainabilityJobDefinitionRequest.Builder>	serializableBuilderClass()
MonitoringStoppingCondition	stoppingCondition() Returns the value of the StoppingCondition property for this object.
List<Tag>	tags() (Optional) An array of key-value pairs.
CreateModelExplainabilityJobDefinitionRequest.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 model explainability job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

Returns:

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

modelExplainabilityBaselineConfig

public final ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig()

The baseline configuration for a model explainability job.

Returns:

The baseline configuration for a model explainability job.

modelExplainabilityAppSpecification

public final ModelExplainabilityAppSpecification modelExplainabilityAppSpecification()

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

Returns:

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

modelExplainabilityJobInput

public final ModelExplainabilityJobInput modelExplainabilityJobInput()

Inputs for the model explainability job.

Returns:

Inputs for the model explainability job.

modelExplainabilityJobOutputConfig

public final MonitoringOutputConfig modelExplainabilityJobOutputConfig()

Returns the value of the ModelExplainabilityJobOutputConfig property for this object.

Returns:

The value of the ModelExplainabilityJobOutputConfig 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 explainability job.

Returns:

Networking options for a model explainability 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 CreateModelExplainabilityJobDefinitionRequest.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<CreateModelExplainabilityJobDefinitionRequest.Builder,CreateModelExplainabilityJobDefinitionRequest>

Specified by:

toBuilder in class SageMakerRequest

builder

public static CreateModelExplainabilityJobDefinitionRequest.Builder builder()

serializableBuilderClass

public static Class<? extends CreateModelExplainabilityJobDefinitionRequest.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