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

Interface CreateModelBiasJobDefinitionRequest.Builder

All Superinterfaces:

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

Enclosing class:

CreateModelBiasJobDefinitionRequest

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

Method Summary

Modifier and Type	Method	Description
CreateModelBiasJobDefinitionRequest.Builder	jobDefinitionName(String jobDefinitionName)	The name of the bias job definition.
default CreateModelBiasJobDefinitionRequest.Builder	jobResources(Consumer<MonitoringResources.Builder> jobResources)	Sets the value of the JobResources property for this object.
CreateModelBiasJobDefinitionRequest.Builder	jobResources(MonitoringResources jobResources)	Sets the value of the JobResources property for this object.
default CreateModelBiasJobDefinitionRequest.Builder	modelBiasAppSpecification(Consumer<ModelBiasAppSpecification.Builder> modelBiasAppSpecification)	Configures the model bias job to run a specified Docker container image.
CreateModelBiasJobDefinitionRequest.Builder	modelBiasAppSpecification(ModelBiasAppSpecification modelBiasAppSpecification)	Configures the model bias job to run a specified Docker container image.
default CreateModelBiasJobDefinitionRequest.Builder	modelBiasBaselineConfig(Consumer<ModelBiasBaselineConfig.Builder> modelBiasBaselineConfig)	The baseline configuration for a model bias job.
CreateModelBiasJobDefinitionRequest.Builder	modelBiasBaselineConfig(ModelBiasBaselineConfig modelBiasBaselineConfig)	The baseline configuration for a model bias job.
default CreateModelBiasJobDefinitionRequest.Builder	modelBiasJobInput(Consumer<ModelBiasJobInput.Builder> modelBiasJobInput)	Inputs for the model bias job.
CreateModelBiasJobDefinitionRequest.Builder	modelBiasJobInput(ModelBiasJobInput modelBiasJobInput)	Inputs for the model bias job.
default CreateModelBiasJobDefinitionRequest.Builder	modelBiasJobOutputConfig(Consumer<MonitoringOutputConfig.Builder> modelBiasJobOutputConfig)	Sets the value of the ModelBiasJobOutputConfig property for this object.
CreateModelBiasJobDefinitionRequest.Builder	modelBiasJobOutputConfig(MonitoringOutputConfig modelBiasJobOutputConfig)	Sets the value of the ModelBiasJobOutputConfig property for this object.
default CreateModelBiasJobDefinitionRequest.Builder	networkConfig(Consumer<MonitoringNetworkConfig.Builder> networkConfig)	Networking options for a model bias job.
CreateModelBiasJobDefinitionRequest.Builder	networkConfig(MonitoringNetworkConfig networkConfig)	Networking options for a model bias job.
CreateModelBiasJobDefinitionRequest.Builder	overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)	Add an optional request override configuration.
CreateModelBiasJobDefinitionRequest.Builder	overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)	Add an optional request override configuration.
CreateModelBiasJobDefinitionRequest.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 CreateModelBiasJobDefinitionRequest.Builder	stoppingCondition(Consumer<MonitoringStoppingCondition.Builder> stoppingCondition)	Sets the value of the StoppingCondition property for this object.
CreateModelBiasJobDefinitionRequest.Builder	stoppingCondition(MonitoringStoppingCondition stoppingCondition)	Sets the value of the StoppingCondition property for this object.
CreateModelBiasJobDefinitionRequest.Builder	tags(Collection<Tag> tags)	(Optional) An array of key-value pairs.
CreateModelBiasJobDefinitionRequest.Builder	tags(Consumer<Tag.Builder>... tags)	(Optional) An array of key-value pairs.
CreateModelBiasJobDefinitionRequest.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

CreateModelBiasJobDefinitionRequest.Builder jobDefinitionName(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.

Parameters:

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:

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

modelBiasBaselineConfig

CreateModelBiasJobDefinitionRequest.Builder modelBiasBaselineConfig(ModelBiasBaselineConfig modelBiasBaselineConfig)

The baseline configuration for a model bias job.

Parameters:

modelBiasBaselineConfig - The baseline configuration for a model bias job.

Returns:

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

modelBiasBaselineConfig

default CreateModelBiasJobDefinitionRequest.Builder modelBiasBaselineConfig(Consumer<ModelBiasBaselineConfig.Builder> modelBiasBaselineConfig)

The baseline configuration for a model bias job.

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

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

Parameters:

modelBiasBaselineConfig - a consumer that will call methods on ModelBiasBaselineConfig.Builder

Returns:

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

See Also:

• modelBiasBaselineConfig(ModelBiasBaselineConfig)

modelBiasAppSpecification

CreateModelBiasJobDefinitionRequest.Builder modelBiasAppSpecification(ModelBiasAppSpecification modelBiasAppSpecification)

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

Parameters:

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

Returns:

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

modelBiasAppSpecification

default CreateModelBiasJobDefinitionRequest.Builder modelBiasAppSpecification(Consumer<ModelBiasAppSpecification.Builder> modelBiasAppSpecification)

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

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

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

Parameters:

modelBiasAppSpecification - a consumer that will call methods on ModelBiasAppSpecification.Builder

Returns:

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

See Also:

• modelBiasAppSpecification(ModelBiasAppSpecification)

modelBiasJobInput

CreateModelBiasJobDefinitionRequest.Builder modelBiasJobInput(ModelBiasJobInput modelBiasJobInput)

Inputs for the model bias job.

Parameters:

modelBiasJobInput - Inputs for the model bias job.

Returns:

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

modelBiasJobInput

default CreateModelBiasJobDefinitionRequest.Builder modelBiasJobInput(Consumer<ModelBiasJobInput.Builder> modelBiasJobInput)

Inputs for the model bias job.

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

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

Parameters:

modelBiasJobInput - a consumer that will call methods on ModelBiasJobInput.Builder

Returns:

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

See Also:

• modelBiasJobInput(ModelBiasJobInput)

modelBiasJobOutputConfig

CreateModelBiasJobDefinitionRequest.Builder modelBiasJobOutputConfig(MonitoringOutputConfig modelBiasJobOutputConfig)

Sets the value of the ModelBiasJobOutputConfig property for this object.

Parameters:

modelBiasJobOutputConfig - The new value for the ModelBiasJobOutputConfig property for this object.

Returns:

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

modelBiasJobOutputConfig

default CreateModelBiasJobDefinitionRequest.Builder modelBiasJobOutputConfig(Consumer<MonitoringOutputConfig.Builder> modelBiasJobOutputConfig)

Sets the value of the ModelBiasJobOutputConfig 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 modelBiasJobOutputConfig(MonitoringOutputConfig).

Parameters:

modelBiasJobOutputConfig - 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:

• modelBiasJobOutputConfig(MonitoringOutputConfig)

jobResources

CreateModelBiasJobDefinitionRequest.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 CreateModelBiasJobDefinitionRequest.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

CreateModelBiasJobDefinitionRequest.Builder networkConfig(MonitoringNetworkConfig networkConfig)

Networking options for a model bias job.

Parameters:

networkConfig - Networking options for a model bias job.

Returns:

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

networkConfig

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

Networking options for a model bias 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

CreateModelBiasJobDefinitionRequest.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

CreateModelBiasJobDefinitionRequest.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 CreateModelBiasJobDefinitionRequest.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

CreateModelBiasJobDefinitionRequest.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

CreateModelBiasJobDefinitionRequest.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

CreateModelBiasJobDefinitionRequest.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

CreateModelBiasJobDefinitionRequest.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

CreateModelBiasJobDefinitionRequest.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.