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

Interface DescribeModelExplainabilityJobDefinitionResponse.Builder

All Superinterfaces:

AwsResponse.Builder, Buildable, CopyableBuilder<DescribeModelExplainabilityJobDefinitionResponse.Builder,DescribeModelExplainabilityJobDefinitionResponse>, SageMakerResponse.Builder, SdkBuilder<DescribeModelExplainabilityJobDefinitionResponse.Builder,DescribeModelExplainabilityJobDefinitionResponse>, SdkPojo, SdkResponse.Builder

Enclosing class:

DescribeModelExplainabilityJobDefinitionResponse

public static interface DescribeModelExplainabilityJobDefinitionResponse.Builder
extends SageMakerResponse.Builder, SdkPojo, CopyableBuilder<DescribeModelExplainabilityJobDefinitionResponse.Builder,DescribeModelExplainabilityJobDefinitionResponse>

Method Summary

Modifier and Type	Method	Description
DescribeModelExplainabilityJobDefinitionResponse.Builder	creationTime(Instant creationTime)	The time at which the model explainability job was created.
DescribeModelExplainabilityJobDefinitionResponse.Builder	jobDefinitionArn(String jobDefinitionArn)	The Amazon Resource Name (ARN) of the model explainability job.
DescribeModelExplainabilityJobDefinitionResponse.Builder	jobDefinitionName(String jobDefinitionName)	The name of the explainability job definition.
default DescribeModelExplainabilityJobDefinitionResponse.Builder	jobResources(Consumer<MonitoringResources.Builder> jobResources)	Sets the value of the JobResources property for this object.
DescribeModelExplainabilityJobDefinitionResponse.Builder	jobResources(MonitoringResources jobResources)	Sets the value of the JobResources property for this object.
default DescribeModelExplainabilityJobDefinitionResponse.Builder	modelExplainabilityAppSpecification(Consumer<ModelExplainabilityAppSpecification.Builder> modelExplainabilityAppSpecification)	Configures the model explainability job to run a specified Docker container image.
DescribeModelExplainabilityJobDefinitionResponse.Builder	modelExplainabilityAppSpecification(ModelExplainabilityAppSpecification modelExplainabilityAppSpecification)	Configures the model explainability job to run a specified Docker container image.
default DescribeModelExplainabilityJobDefinitionResponse.Builder	modelExplainabilityBaselineConfig(Consumer<ModelExplainabilityBaselineConfig.Builder> modelExplainabilityBaselineConfig)	The baseline configuration for a model explainability job.
DescribeModelExplainabilityJobDefinitionResponse.Builder	modelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig)	The baseline configuration for a model explainability job.
default DescribeModelExplainabilityJobDefinitionResponse.Builder	modelExplainabilityJobInput(Consumer<ModelExplainabilityJobInput.Builder> modelExplainabilityJobInput)	Inputs for the model explainability job.
DescribeModelExplainabilityJobDefinitionResponse.Builder	modelExplainabilityJobInput(ModelExplainabilityJobInput modelExplainabilityJobInput)	Inputs for the model explainability job.
default DescribeModelExplainabilityJobDefinitionResponse.Builder	modelExplainabilityJobOutputConfig(Consumer<MonitoringOutputConfig.Builder> modelExplainabilityJobOutputConfig)	Sets the value of the ModelExplainabilityJobOutputConfig property for this object.
DescribeModelExplainabilityJobDefinitionResponse.Builder	modelExplainabilityJobOutputConfig(MonitoringOutputConfig modelExplainabilityJobOutputConfig)	Sets the value of the ModelExplainabilityJobOutputConfig property for this object.
default DescribeModelExplainabilityJobDefinitionResponse.Builder	networkConfig(Consumer<MonitoringNetworkConfig.Builder> networkConfig)	Networking options for a model explainability job.
DescribeModelExplainabilityJobDefinitionResponse.Builder	networkConfig(MonitoringNetworkConfig networkConfig)	Networking options for a model explainability job.
DescribeModelExplainabilityJobDefinitionResponse.Builder	roleArn(String roleArn)	The Amazon Resource Name (ARN) of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.
default DescribeModelExplainabilityJobDefinitionResponse.Builder	stoppingCondition(Consumer<MonitoringStoppingCondition.Builder> stoppingCondition)	Sets the value of the StoppingCondition property for this object.
DescribeModelExplainabilityJobDefinitionResponse.Builder	stoppingCondition(MonitoringStoppingCondition stoppingCondition)	Sets the value of the StoppingCondition property for this object.

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

copy

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

build, responseMetadata, responseMetadata

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

applyMutation, build

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

equalsBySdkFields, sdkFields

Methods inherited from interface software.amazon.awssdk.core.SdkResponse.Builder

sdkHttpResponse, sdkHttpResponse

Method Details

jobDefinitionArn

DescribeModelExplainabilityJobDefinitionResponse.Builder jobDefinitionArn(String jobDefinitionArn)

The Amazon Resource Name (ARN) of the model explainability job.

Parameters:

jobDefinitionArn - The Amazon Resource Name (ARN) of the model explainability job.

Returns:

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

jobDefinitionName

DescribeModelExplainabilityJobDefinitionResponse.Builder jobDefinitionName(String jobDefinitionName)

The name of the 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 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.

creationTime

DescribeModelExplainabilityJobDefinitionResponse.Builder creationTime(Instant creationTime)

The time at which the model explainability job was created.

Parameters:

creationTime - The time at which the model explainability job was created.

Returns:

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

modelExplainabilityBaselineConfig

DescribeModelExplainabilityJobDefinitionResponse.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 DescribeModelExplainabilityJobDefinitionResponse.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

DescribeModelExplainabilityJobDefinitionResponse.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 DescribeModelExplainabilityJobDefinitionResponse.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

DescribeModelExplainabilityJobDefinitionResponse.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 DescribeModelExplainabilityJobDefinitionResponse.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

DescribeModelExplainabilityJobDefinitionResponse.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 DescribeModelExplainabilityJobDefinitionResponse.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

DescribeModelExplainabilityJobDefinitionResponse.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 DescribeModelExplainabilityJobDefinitionResponse.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

DescribeModelExplainabilityJobDefinitionResponse.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 DescribeModelExplainabilityJobDefinitionResponse.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

DescribeModelExplainabilityJobDefinitionResponse.Builder roleArn(String roleArn)

The Amazon Resource Name (ARN) of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.

Parameters:

roleArn - The Amazon Resource Name (ARN) of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.

Returns:

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

stoppingCondition

DescribeModelExplainabilityJobDefinitionResponse.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 DescribeModelExplainabilityJobDefinitionResponse.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)