Package software.amazon.awssdk.services.sagemaker.model

Interface CreateModelExplainabilityJobDefinitionRequest.Builder

All Superinterfaces:

AwsRequest.Builder, Buildable, CopyableBuilder<CreateModelExplainabilityJobDefinitionRequest.Builder,CreateModelExplainabilityJobDefinitionRequest>, SageMakerRequest.Builder, SdkBuilder<CreateModelExplainabilityJobDefinitionRequest.Builder,CreateModelExplainabilityJobDefinitionRequest>, SdkPojo, SdkRequest.Builder

Enclosing class:

CreateModelExplainabilityJobDefinitionRequest

public static interface CreateModelExplainabilityJobDefinitionRequest.Builder
extends SageMakerRequest.Builder, SdkPojo, CopyableBuilder<CreateModelExplainabilityJobDefinitionRequest.Builder,CreateModelExplainabilityJobDefinitionRequest>

Method Summary

Modifier and Type	Method	Description
CreateModelExplainabilityJobDefinitionRequest.Builder	jobDefinitionName(String jobDefinitionName)	The name of the model explainability job definition.
default CreateModelExplainabilityJobDefinitionRequest.Builder	jobResources(Consumer<MonitoringResources.Builder> jobResources)	Sets the value of the JobResources property for this object.
CreateModelExplainabilityJobDefinitionRequest.Builder	jobResources(MonitoringResources jobResources)	Sets the value of the JobResources property for this object.
default CreateModelExplainabilityJobDefinitionRequest.Builder	modelExplainabilityAppSpecification(Consumer<ModelExplainabilityAppSpecification.Builder> modelExplainabilityAppSpecification)	Configures the model explainability job to run a specified Docker container image.
CreateModelExplainabilityJobDefinitionRequest.Builder	modelExplainabilityAppSpecification(ModelExplainabilityAppSpecification modelExplainabilityAppSpecification)	Configures the model explainability job to run a specified Docker container image.
default CreateModelExplainabilityJobDefinitionRequest.Builder	modelExplainabilityBaselineConfig(Consumer<ModelExplainabilityBaselineConfig.Builder> modelExplainabilityBaselineConfig)	The baseline configuration for a model explainability job.
CreateModelExplainabilityJobDefinitionRequest.Builder	modelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig)	The baseline configuration for a model explainability job.
default CreateModelExplainabilityJobDefinitionRequest.Builder	modelExplainabilityJobInput(Consumer<ModelExplainabilityJobInput.Builder> modelExplainabilityJobInput)	Inputs for the model explainability job.
CreateModelExplainabilityJobDefinitionRequest.Builder	modelExplainabilityJobInput(ModelExplainabilityJobInput modelExplainabilityJobInput)	Inputs for the model explainability job.
default CreateModelExplainabilityJobDefinitionRequest.Builder	modelExplainabilityJobOutputConfig(Consumer<MonitoringOutputConfig.Builder> modelExplainabilityJobOutputConfig)	Sets the value of the ModelExplainabilityJobOutputConfig property for this object.
CreateModelExplainabilityJobDefinitionRequest.Builder	modelExplainabilityJobOutputConfig(MonitoringOutputConfig modelExplainabilityJobOutputConfig)	Sets the value of the ModelExplainabilityJobOutputConfig property for this object.
default CreateModelExplainabilityJobDefinitionRequest.Builder	networkConfig(Consumer<MonitoringNetworkConfig.Builder> networkConfig)	Networking options for a model explainability job.
CreateModelExplainabilityJobDefinitionRequest.Builder	networkConfig(MonitoringNetworkConfig networkConfig)	Networking options for a model explainability job.
CreateModelExplainabilityJobDefinitionRequest.Builder	overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)	Add an optional request override configuration.
CreateModelExplainabilityJobDefinitionRequest.Builder	overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)	Add an optional request override configuration.
CreateModelExplainabilityJobDefinitionRequest.Builder	roleArn(String roleArn)	The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
default CreateModelExplainabilityJobDefinitionRequest.Builder	stoppingCondition(Consumer<MonitoringStoppingCondition.Builder> stoppingCondition)	Sets the value of the StoppingCondition property for this object.
CreateModelExplainabilityJobDefinitionRequest.Builder	stoppingCondition(MonitoringStoppingCondition stoppingCondition)	Sets the value of the StoppingCondition property for this object.
CreateModelExplainabilityJobDefinitionRequest.Builder	tags(Collection<Tag> tags)	(Optional) An array of key-value pairs.
CreateModelExplainabilityJobDefinitionRequest.Builder	tags(Consumer<Tag.Builder>... tags)	(Optional) An array of key-value pairs.
CreateModelExplainabilityJobDefinitionRequest.Builder	tags(Tag... tags)	(Optional) An array of key-value pairs.

Methods inherited from interface software.amazon.awssdk.awscore.AwsRequest.Builder

overrideConfiguration

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

copy

Methods inherited from interface software.amazon.awssdk.services.sagemaker.model.SageMakerRequest.Builder

build

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

applyMutation, build

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Method Details

jobDefinitionName

CreateModelExplainabilityJobDefinitionRequest.Builder jobDefinitionName(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.

Parameters:

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:

Returns a reference to this object so that method calls can be chained together.

modelExplainabilityBaselineConfig

CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig)

The baseline configuration for a model explainability job.

Parameters:

modelExplainabilityBaselineConfig - The baseline configuration for a model explainability job.

Returns:

Returns a reference to this object so that method calls can be chained together.

modelExplainabilityBaselineConfig

default CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityBaselineConfig(Consumer<ModelExplainabilityBaselineConfig.Builder> modelExplainabilityBaselineConfig)

The baseline configuration for a model explainability job.

This is a convenience method that creates an instance of the ModelExplainabilityBaselineConfig.Builder avoiding the need to create one manually via ModelExplainabilityBaselineConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to modelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig).

Parameters:

modelExplainabilityBaselineConfig - a consumer that will call methods on ModelExplainabilityBaselineConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• modelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig)

modelExplainabilityAppSpecification

CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityAppSpecification(ModelExplainabilityAppSpecification modelExplainabilityAppSpecification)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

modelExplainabilityAppSpecification

default CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityAppSpecification(Consumer<ModelExplainabilityAppSpecification.Builder> modelExplainabilityAppSpecification)

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

This is a convenience method that creates an instance of the ModelExplainabilityAppSpecification.Builder avoiding the need to create one manually via ModelExplainabilityAppSpecification.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to modelExplainabilityAppSpecification(ModelExplainabilityAppSpecification).

Parameters:

modelExplainabilityAppSpecification - a consumer that will call methods on ModelExplainabilityAppSpecification.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• modelExplainabilityAppSpecification(ModelExplainabilityAppSpecification)

modelExplainabilityJobInput

CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityJobInput(ModelExplainabilityJobInput modelExplainabilityJobInput)

Inputs for the model explainability job.

Parameters:

modelExplainabilityJobInput - Inputs for the model explainability job.

Returns:

Returns a reference to this object so that method calls can be chained together.

modelExplainabilityJobInput

default CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityJobInput(Consumer<ModelExplainabilityJobInput.Builder> modelExplainabilityJobInput)

Inputs for the model explainability job.

This is a convenience method that creates an instance of the ModelExplainabilityJobInput.Builder avoiding the need to create one manually via ModelExplainabilityJobInput.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to modelExplainabilityJobInput(ModelExplainabilityJobInput).

Parameters:

modelExplainabilityJobInput - a consumer that will call methods on ModelExplainabilityJobInput.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• modelExplainabilityJobInput(ModelExplainabilityJobInput)

modelExplainabilityJobOutputConfig

CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityJobOutputConfig(MonitoringOutputConfig modelExplainabilityJobOutputConfig)

Sets the value of the ModelExplainabilityJobOutputConfig property for this object.

Parameters:

modelExplainabilityJobOutputConfig - The new value for the ModelExplainabilityJobOutputConfig property for this object.

Returns:

Returns a reference to this object so that method calls can be chained together.

modelExplainabilityJobOutputConfig

default CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityJobOutputConfig(Consumer<MonitoringOutputConfig.Builder> modelExplainabilityJobOutputConfig)

Sets the value of the ModelExplainabilityJobOutputConfig property for this object. This is a convenience method that creates an instance of the MonitoringOutputConfig.Builder avoiding the need to create one manually via MonitoringOutputConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to modelExplainabilityJobOutputConfig(MonitoringOutputConfig).

Parameters:

modelExplainabilityJobOutputConfig - a consumer that will call methods on MonitoringOutputConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• modelExplainabilityJobOutputConfig(MonitoringOutputConfig)

jobResources

CreateModelExplainabilityJobDefinitionRequest.Builder jobResources(MonitoringResources jobResources)

Sets the value of the JobResources property for this object.

Parameters:

jobResources - The new value for the JobResources property for this object.

Returns:

Returns a reference to this object so that method calls can be chained together.

jobResources

default CreateModelExplainabilityJobDefinitionRequest.Builder jobResources(Consumer<MonitoringResources.Builder> jobResources)

Sets the value of the JobResources property for this object. This is a convenience method that creates an instance of the MonitoringResources.Builder avoiding the need to create one manually via MonitoringResources.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to jobResources(MonitoringResources).

Parameters:

jobResources - a consumer that will call methods on MonitoringResources.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• jobResources(MonitoringResources)

networkConfig

CreateModelExplainabilityJobDefinitionRequest.Builder networkConfig(MonitoringNetworkConfig networkConfig)

Networking options for a model explainability job.

Parameters:

networkConfig - Networking options for a model explainability job.

Returns:

Returns a reference to this object so that method calls can be chained together.

networkConfig

default CreateModelExplainabilityJobDefinitionRequest.Builder networkConfig(Consumer<MonitoringNetworkConfig.Builder> networkConfig)

Networking options for a model explainability job.

This is a convenience method that creates an instance of the MonitoringNetworkConfig.Builder avoiding the need to create one manually via MonitoringNetworkConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to networkConfig(MonitoringNetworkConfig).

Parameters:

networkConfig - a consumer that will call methods on MonitoringNetworkConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• networkConfig(MonitoringNetworkConfig)

roleArn

CreateModelExplainabilityJobDefinitionRequest.Builder roleArn(String roleArn)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

stoppingCondition

CreateModelExplainabilityJobDefinitionRequest.Builder stoppingCondition(MonitoringStoppingCondition stoppingCondition)

Sets the value of the StoppingCondition property for this object.

Parameters:

stoppingCondition - The new value for the StoppingCondition property for this object.

Returns:

Returns a reference to this object so that method calls can be chained together.

stoppingCondition

default CreateModelExplainabilityJobDefinitionRequest.Builder stoppingCondition(Consumer<MonitoringStoppingCondition.Builder> stoppingCondition)

Sets the value of the StoppingCondition property for this object. This is a convenience method that creates an instance of the MonitoringStoppingCondition.Builder avoiding the need to create one manually via MonitoringStoppingCondition.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to stoppingCondition(MonitoringStoppingCondition).

Parameters:

stoppingCondition - a consumer that will call methods on MonitoringStoppingCondition.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• stoppingCondition(MonitoringStoppingCondition)

tags

CreateModelExplainabilityJobDefinitionRequest.Builder tags(Collection<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.

Parameters:

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.

Returns:

Returns a reference to this object so that method calls can be chained together.

tags

CreateModelExplainabilityJobDefinitionRequest.Builder tags(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.

Parameters:

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.

Returns:

Returns a reference to this object so that method calls can be chained together.

tags

CreateModelExplainabilityJobDefinitionRequest.Builder tags(Consumer<Tag.Builder>... 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.

This is a convenience method that creates an instance of the Tag.Builder avoiding the need to create one manually via Tag.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to tags(List<Tag>).

Parameters:

tags - a consumer that will call methods on Tag.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

• tags(java.util.Collection<Tag>)

overrideConfiguration

CreateModelExplainabilityJobDefinitionRequest.Builder overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)

Description copied from interface: AwsRequest.Builder

Add an optional request override configuration.

Specified by:

overrideConfiguration in interface AwsRequest.Builder

Parameters:

overrideConfiguration - The override configuration.

Returns:

This object for method chaining.

overrideConfiguration

CreateModelExplainabilityJobDefinitionRequest.Builder overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)

Description copied from interface: AwsRequest.Builder

Add an optional request override configuration.

Specified by:

overrideConfiguration in interface AwsRequest.Builder

Parameters:

builderConsumer - A Consumer to which an empty AwsRequestOverrideConfiguration.Builder will be given.

Returns:

This object for method chaining.