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() Returns true if the Tags property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty).
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 String jobDefinitionName()

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

Returns:

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

modelExplainabilityBaselineConfig

public ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig()

The baseline configuration for a model explainability job.

Returns:

The baseline configuration for a model explainability job.

modelExplainabilityAppSpecification

public 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 ModelExplainabilityJobInput modelExplainabilityJobInput()

Inputs for the model explainability job.

Returns:

Inputs for the model explainability job.

modelExplainabilityJobOutputConfig

public MonitoringOutputConfig modelExplainabilityJobOutputConfig()

Returns the value of the ModelExplainabilityJobOutputConfig property for this object.

Returns:

The value of the ModelExplainabilityJobOutputConfig property for this object.

jobResources

public MonitoringResources jobResources()

Returns the value of the JobResources property for this object.

Returns:

The value of the JobResources property for this object.

networkConfig

public MonitoringNetworkConfig networkConfig()

Networking options for a model explainability job.

Returns:

Networking options for a model explainability job.

roleArn

public 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 MonitoringStoppingCondition stoppingCondition()

Returns the value of the StoppingCondition property for this object.

Returns:

The value of the StoppingCondition property for this object.

hasTags

public boolean hasTags()

Returns true if the Tags 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.

tags

public List<Tag> tags()

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

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

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

Returns:

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS 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 int hashCode()

Overrides:

hashCode in class AwsRequest

equals

public boolean equals(Object obj)

Overrides:

equals in class AwsRequest

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)

Overrides:

getValueForField in class SdkRequest

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo