software.amazon.awscdk.services.sagemaker

Class CfnModelBiasJobDefinition.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelBiasJobDefinition.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelBiasJobDefinition>

Enclosing class:

CfnModelBiasJobDefinition

@Stability(value=Stable)
public static final class CfnModelBiasJobDefinition.Builder
extends Object
implements software.amazon.jsii.Builder<CfnModelBiasJobDefinition>

A fluent builder for CfnModelBiasJobDefinition.

Method Summary

Modifier and Type	Method and Description
CfnModelBiasJobDefinition	build()
static CfnModelBiasJobDefinition.Builder	create(Construct scope, String id)
CfnModelBiasJobDefinition.Builder	endpointName(String endpointName) `AWS::SageMaker::ModelBiasJobDefinition.EndpointName`.
CfnModelBiasJobDefinition.Builder	jobDefinitionName(String jobDefinitionName) The name of the bias job definition.
CfnModelBiasJobDefinition.Builder	jobResources(CfnModelBiasJobDefinition.MonitoringResourcesProperty jobResources) Identifies the resources to deploy for a monitoring job.
CfnModelBiasJobDefinition.Builder	jobResources(IResolvable jobResources) Identifies the resources to deploy for a monitoring job.
CfnModelBiasJobDefinition.Builder	modelBiasAppSpecification(CfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty modelBiasAppSpecification) Configures the model bias job to run a specified Docker container image.
CfnModelBiasJobDefinition.Builder	modelBiasAppSpecification(IResolvable modelBiasAppSpecification) Configures the model bias job to run a specified Docker container image.
CfnModelBiasJobDefinition.Builder	modelBiasBaselineConfig(CfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty modelBiasBaselineConfig) The baseline configuration for a model bias job.
CfnModelBiasJobDefinition.Builder	modelBiasBaselineConfig(IResolvable modelBiasBaselineConfig) The baseline configuration for a model bias job.
CfnModelBiasJobDefinition.Builder	modelBiasJobInput(CfnModelBiasJobDefinition.ModelBiasJobInputProperty modelBiasJobInput) Inputs for the model bias job.
CfnModelBiasJobDefinition.Builder	modelBiasJobInput(IResolvable modelBiasJobInput) Inputs for the model bias job.
CfnModelBiasJobDefinition.Builder	modelBiasJobOutputConfig(CfnModelBiasJobDefinition.MonitoringOutputConfigProperty modelBiasJobOutputConfig) The output configuration for monitoring jobs.
CfnModelBiasJobDefinition.Builder	modelBiasJobOutputConfig(IResolvable modelBiasJobOutputConfig) The output configuration for monitoring jobs.
CfnModelBiasJobDefinition.Builder	networkConfig(CfnModelBiasJobDefinition.NetworkConfigProperty networkConfig) Networking options for a model bias job.
CfnModelBiasJobDefinition.Builder	networkConfig(IResolvable networkConfig) Networking options for a model bias job.
CfnModelBiasJobDefinition.Builder	roleArn(String roleArn) The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
CfnModelBiasJobDefinition.Builder	stoppingCondition(CfnModelBiasJobDefinition.StoppingConditionProperty stoppingCondition) A time limit for how long the monitoring job is allowed to run before stopping.
CfnModelBiasJobDefinition.Builder	stoppingCondition(IResolvable stoppingCondition) A time limit for how long the monitoring job is allowed to run before stopping.
CfnModelBiasJobDefinition.Builder	tags(List<? extends CfnTag> tags) An array of key-value pairs to apply to this resource.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

create

@Stability(value=Stable)
public static CfnModelBiasJobDefinition.Builder create(Construct scope,
                                                                                String id)

Parameters:

scope - - scope in which this resource is defined. This parameter is required.

id - - scoped id of the resource. This parameter is required.

Returns:

a new instance of CfnModelBiasJobDefinition.BatchTransformInputProperty.Builder.

jobResources

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder jobResources(CfnModelBiasJobDefinition.MonitoringResourcesProperty jobResources)

Identifies the resources to deploy for a monitoring job.

Parameters:

jobResources - Identifies the resources to deploy for a monitoring job. This parameter is required.

Returns:

this

jobResources

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder jobResources(IResolvable jobResources)

Identifies the resources to deploy for a monitoring job.

Parameters:

jobResources - Identifies the resources to deploy for a monitoring job. This parameter is required.

Returns:

this

modelBiasAppSpecification

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder modelBiasAppSpecification(CfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty 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. This parameter is required.

Returns:

this

modelBiasAppSpecification

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder modelBiasAppSpecification(IResolvable 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. This parameter is required.

Returns:

this

modelBiasJobInput

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder modelBiasJobInput(CfnModelBiasJobDefinition.ModelBiasJobInputProperty modelBiasJobInput)

Inputs for the model bias job.

Parameters:

modelBiasJobInput - Inputs for the model bias job. This parameter is required.

Returns:

this

modelBiasJobInput

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder modelBiasJobInput(IResolvable modelBiasJobInput)

Inputs for the model bias job.

Parameters:

modelBiasJobInput - Inputs for the model bias job. This parameter is required.

Returns:

this

modelBiasJobOutputConfig

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder modelBiasJobOutputConfig(CfnModelBiasJobDefinition.MonitoringOutputConfigProperty modelBiasJobOutputConfig)

The output configuration for monitoring jobs.

Parameters:

modelBiasJobOutputConfig - The output configuration for monitoring jobs. This parameter is required.

Returns:

this

modelBiasJobOutputConfig

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder modelBiasJobOutputConfig(IResolvable modelBiasJobOutputConfig)

The output configuration for monitoring jobs.

Parameters:

modelBiasJobOutputConfig - The output configuration for monitoring jobs. This parameter is required.

Returns:

this

roleArn

@Stability(value=Stable)
public CfnModelBiasJobDefinition.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. This parameter is required.

Returns:

this

endpointName

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder endpointName(String endpointName)

`AWS::SageMaker::ModelBiasJobDefinition.EndpointName`.

Parameters:

endpointName - `AWS::SageMaker::ModelBiasJobDefinition.EndpointName`. This parameter is required.

Returns:

this

jobDefinitionName

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder jobDefinitionName(String jobDefinitionName)

The name of the bias job definition.

The name must be unique within an AWS Region in the AWS account.

Parameters:

jobDefinitionName - The name of the bias job definition. This parameter is required.

Returns:

this

modelBiasBaselineConfig

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder modelBiasBaselineConfig(CfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty modelBiasBaselineConfig)

The baseline configuration for a model bias job.

Parameters:

modelBiasBaselineConfig - The baseline configuration for a model bias job. This parameter is required.

Returns:

this

modelBiasBaselineConfig

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder modelBiasBaselineConfig(IResolvable modelBiasBaselineConfig)

The baseline configuration for a model bias job.

Parameters:

modelBiasBaselineConfig - The baseline configuration for a model bias job. This parameter is required.

Returns:

this

networkConfig

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder networkConfig(CfnModelBiasJobDefinition.NetworkConfigProperty networkConfig)

Networking options for a model bias job.

Parameters:

networkConfig - Networking options for a model bias job. This parameter is required.

Returns:

this

networkConfig

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder networkConfig(IResolvable networkConfig)

Networking options for a model bias job.

Parameters:

networkConfig - Networking options for a model bias job. This parameter is required.

Returns:

this

stoppingCondition

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder stoppingCondition(CfnModelBiasJobDefinition.StoppingConditionProperty stoppingCondition)

A time limit for how long the monitoring job is allowed to run before stopping.

Parameters:

stoppingCondition - A time limit for how long the monitoring job is allowed to run before stopping. This parameter is required.

Returns:

this

stoppingCondition

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder stoppingCondition(IResolvable stoppingCondition)

A time limit for how long the monitoring job is allowed to run before stopping.

Parameters:

stoppingCondition - A time limit for how long the monitoring job is allowed to run before stopping. This parameter is required.

Returns:

this

tags

@Stability(value=Stable)
public CfnModelBiasJobDefinition.Builder tags(List<? extends CfnTag> tags)

An array of key-value pairs to apply to this resource.

For more information, see Tag .

Parameters:

tags - An array of key-value pairs to apply to this resource. This parameter is required.

Returns:

this

build

@Stability(value=Stable)
public CfnModelBiasJobDefinition build()

Specified by:

build in interface software.amazon.jsii.Builder<CfnModelBiasJobDefinition>