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

Interface CreateModelQualityJobDefinitionRequest.Builder

All Superinterfaces:

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

Enclosing class:

CreateModelQualityJobDefinitionRequest

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

Method Summary

Modifier and Type	Method	Description
CreateModelQualityJobDefinitionRequest.Builder	jobDefinitionName(String jobDefinitionName)	The name of the monitoring job definition.
default CreateModelQualityJobDefinitionRequest.Builder	jobResources(Consumer<MonitoringResources.Builder> jobResources)	Sets the value of the JobResources property for this object.
CreateModelQualityJobDefinitionRequest.Builder	jobResources(MonitoringResources jobResources)	Sets the value of the JobResources property for this object.
default CreateModelQualityJobDefinitionRequest.Builder	modelQualityAppSpecification(Consumer<ModelQualityAppSpecification.Builder> modelQualityAppSpecification)	The container that runs the monitoring job.
CreateModelQualityJobDefinitionRequest.Builder	modelQualityAppSpecification(ModelQualityAppSpecification modelQualityAppSpecification)	The container that runs the monitoring job.
default CreateModelQualityJobDefinitionRequest.Builder	modelQualityBaselineConfig(Consumer<ModelQualityBaselineConfig.Builder> modelQualityBaselineConfig)	Specifies the constraints and baselines for the monitoring job.
CreateModelQualityJobDefinitionRequest.Builder	modelQualityBaselineConfig(ModelQualityBaselineConfig modelQualityBaselineConfig)	Specifies the constraints and baselines for the monitoring job.
default CreateModelQualityJobDefinitionRequest.Builder	modelQualityJobInput(Consumer<ModelQualityJobInput.Builder> modelQualityJobInput)	A list of the inputs that are monitored.
CreateModelQualityJobDefinitionRequest.Builder	modelQualityJobInput(ModelQualityJobInput modelQualityJobInput)	A list of the inputs that are monitored.
default CreateModelQualityJobDefinitionRequest.Builder	modelQualityJobOutputConfig(Consumer<MonitoringOutputConfig.Builder> modelQualityJobOutputConfig)	Sets the value of the ModelQualityJobOutputConfig property for this object.
CreateModelQualityJobDefinitionRequest.Builder	modelQualityJobOutputConfig(MonitoringOutputConfig modelQualityJobOutputConfig)	Sets the value of the ModelQualityJobOutputConfig property for this object.
default CreateModelQualityJobDefinitionRequest.Builder	networkConfig(Consumer<MonitoringNetworkConfig.Builder> networkConfig)	Specifies the network configuration for the monitoring job.
CreateModelQualityJobDefinitionRequest.Builder	networkConfig(MonitoringNetworkConfig networkConfig)	Specifies the network configuration for the monitoring job.
CreateModelQualityJobDefinitionRequest.Builder	overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)	Add an optional request override configuration.
CreateModelQualityJobDefinitionRequest.Builder	overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)	Add an optional request override configuration.
CreateModelQualityJobDefinitionRequest.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 CreateModelQualityJobDefinitionRequest.Builder	stoppingCondition(Consumer<MonitoringStoppingCondition.Builder> stoppingCondition)	Sets the value of the StoppingCondition property for this object.
CreateModelQualityJobDefinitionRequest.Builder	stoppingCondition(MonitoringStoppingCondition stoppingCondition)	Sets the value of the StoppingCondition property for this object.
CreateModelQualityJobDefinitionRequest.Builder	tags(Collection<Tag> tags)	(Optional) An array of key-value pairs.
CreateModelQualityJobDefinitionRequest.Builder	tags(Consumer<Tag.Builder>... tags)	(Optional) An array of key-value pairs.
CreateModelQualityJobDefinitionRequest.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

CreateModelQualityJobDefinitionRequest.Builder jobDefinitionName(String jobDefinitionName)

The name of the monitoring job definition.

Parameters:

jobDefinitionName - The name of the monitoring job definition.

Returns:

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

modelQualityBaselineConfig

CreateModelQualityJobDefinitionRequest.Builder modelQualityBaselineConfig(ModelQualityBaselineConfig modelQualityBaselineConfig)

Specifies the constraints and baselines for the monitoring job.

Parameters:

modelQualityBaselineConfig - Specifies the constraints and baselines for the monitoring job.

Returns:

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

modelQualityBaselineConfig

default CreateModelQualityJobDefinitionRequest.Builder modelQualityBaselineConfig(Consumer<ModelQualityBaselineConfig.Builder> modelQualityBaselineConfig)

Specifies the constraints and baselines for the monitoring job.

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

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

Parameters:

modelQualityBaselineConfig - a consumer that will call methods on ModelQualityBaselineConfig.Builder

Returns:

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

See Also:

• modelQualityBaselineConfig(ModelQualityBaselineConfig)

modelQualityAppSpecification

CreateModelQualityJobDefinitionRequest.Builder modelQualityAppSpecification(ModelQualityAppSpecification modelQualityAppSpecification)

The container that runs the monitoring job.

Parameters:

modelQualityAppSpecification - The container that runs the monitoring job.

Returns:

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

modelQualityAppSpecification

default CreateModelQualityJobDefinitionRequest.Builder modelQualityAppSpecification(Consumer<ModelQualityAppSpecification.Builder> modelQualityAppSpecification)

The container that runs the monitoring job.

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

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

Parameters:

modelQualityAppSpecification - a consumer that will call methods on ModelQualityAppSpecification.Builder

Returns:

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

See Also:

• modelQualityAppSpecification(ModelQualityAppSpecification)

modelQualityJobInput

CreateModelQualityJobDefinitionRequest.Builder modelQualityJobInput(ModelQualityJobInput modelQualityJobInput)

A list of the inputs that are monitored. Currently endpoints are supported.

Parameters:

modelQualityJobInput - A list of the inputs that are monitored. Currently endpoints are supported.

Returns:

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

modelQualityJobInput

default CreateModelQualityJobDefinitionRequest.Builder modelQualityJobInput(Consumer<ModelQualityJobInput.Builder> modelQualityJobInput)

A list of the inputs that are monitored. Currently endpoints are supported.

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

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

Parameters:

modelQualityJobInput - a consumer that will call methods on ModelQualityJobInput.Builder

Returns:

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

See Also:

• modelQualityJobInput(ModelQualityJobInput)

modelQualityJobOutputConfig

CreateModelQualityJobDefinitionRequest.Builder modelQualityJobOutputConfig(MonitoringOutputConfig modelQualityJobOutputConfig)

Sets the value of the ModelQualityJobOutputConfig property for this object.

Parameters:

modelQualityJobOutputConfig - The new value for the ModelQualityJobOutputConfig property for this object.

Returns:

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

modelQualityJobOutputConfig

default CreateModelQualityJobDefinitionRequest.Builder modelQualityJobOutputConfig(Consumer<MonitoringOutputConfig.Builder> modelQualityJobOutputConfig)

Sets the value of the ModelQualityJobOutputConfig 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 modelQualityJobOutputConfig(MonitoringOutputConfig).

Parameters:

modelQualityJobOutputConfig - 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:

• modelQualityJobOutputConfig(MonitoringOutputConfig)

jobResources

CreateModelQualityJobDefinitionRequest.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 CreateModelQualityJobDefinitionRequest.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

CreateModelQualityJobDefinitionRequest.Builder networkConfig(MonitoringNetworkConfig networkConfig)

Specifies the network configuration for the monitoring job.

Parameters:

networkConfig - Specifies the network configuration for the monitoring job.

Returns:

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

networkConfig

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

Specifies the network configuration for the monitoring 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

CreateModelQualityJobDefinitionRequest.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

CreateModelQualityJobDefinitionRequest.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 CreateModelQualityJobDefinitionRequest.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

CreateModelQualityJobDefinitionRequest.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

CreateModelQualityJobDefinitionRequest.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

CreateModelQualityJobDefinitionRequest.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

CreateModelQualityJobDefinitionRequest.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

CreateModelQualityJobDefinitionRequest.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.