Package software.amazon.awscdk.services.sagemaker

Class CfnModelExplainabilityJobDefinition.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelExplainabilityJobDefinition.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelExplainabilityJobDefinition>

Enclosing class:

CfnModelExplainabilityJobDefinition

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

A fluent builder for CfnModelExplainabilityJobDefinition.

Method Summary

Modifier and Type	Method	Description
CfnModelExplainabilityJobDefinition	build()
static CfnModelExplainabilityJobDefinition.Builder	create(Construct scope, String id)
CfnModelExplainabilityJobDefinition.Builder	endpointName(String endpointName)	AWS::SageMaker::ModelExplainabilityJobDefinition.EndpointName.
CfnModelExplainabilityJobDefinition.Builder	jobDefinitionName(String jobDefinitionName)	The name of the model explainability job definition.
CfnModelExplainabilityJobDefinition.Builder	jobResources(IResolvable jobResources)	Identifies the resources to deploy for a monitoring job.
CfnModelExplainabilityJobDefinition.Builder	jobResources(CfnModelExplainabilityJobDefinition.MonitoringResourcesProperty jobResources)	Identifies the resources to deploy for a monitoring job.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityAppSpecification(IResolvable modelExplainabilityAppSpecification)	Configures the model explainability job to run a specified Docker container image.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityAppSpecification(CfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty modelExplainabilityAppSpecification)	Configures the model explainability job to run a specified Docker container image.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityBaselineConfig(IResolvable modelExplainabilityBaselineConfig)	The baseline configuration for a model explainability job.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityBaselineConfig(CfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigProperty modelExplainabilityBaselineConfig)	The baseline configuration for a model explainability job.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityJobInput(IResolvable modelExplainabilityJobInput)	Inputs for the model explainability job.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityJobInput(CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty modelExplainabilityJobInput)	Inputs for the model explainability job.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityJobOutputConfig(IResolvable modelExplainabilityJobOutputConfig)	The output configuration for monitoring jobs.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityJobOutputConfig(CfnModelExplainabilityJobDefinition.MonitoringOutputConfigProperty modelExplainabilityJobOutputConfig)	The output configuration for monitoring jobs.
CfnModelExplainabilityJobDefinition.Builder	networkConfig(IResolvable networkConfig)	Networking options for a model explainability job.
CfnModelExplainabilityJobDefinition.Builder	networkConfig(CfnModelExplainabilityJobDefinition.NetworkConfigProperty networkConfig)	Networking options for a model explainability job.
CfnModelExplainabilityJobDefinition.Builder	roleArn(String roleArn)	The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
CfnModelExplainabilityJobDefinition.Builder	stoppingCondition(IResolvable stoppingCondition)	A time limit for how long the monitoring job is allowed to run before stopping.
CfnModelExplainabilityJobDefinition.Builder	stoppingCondition(CfnModelExplainabilityJobDefinition.StoppingConditionProperty stoppingCondition)	A time limit for how long the monitoring job is allowed to run before stopping.
CfnModelExplainabilityJobDefinition.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 Details

create

@Stability(Stable)
public static CfnModelExplainabilityJobDefinition.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 CfnModelExplainabilityJobDefinition.Builder.

jobResources

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.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

jobResources

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder jobResources(CfnModelExplainabilityJobDefinition.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

modelExplainabilityAppSpecification

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder modelExplainabilityAppSpecification(IResolvable 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. This parameter is required.

Returns:

this

modelExplainabilityAppSpecification

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder modelExplainabilityAppSpecification(CfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty 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. This parameter is required.

Returns:

this

modelExplainabilityJobInput

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder modelExplainabilityJobInput(IResolvable modelExplainabilityJobInput)

Inputs for the model explainability job.

Parameters:

modelExplainabilityJobInput - Inputs for the model explainability job. This parameter is required.

Returns:

this

modelExplainabilityJobInput

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder modelExplainabilityJobInput(CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty modelExplainabilityJobInput)

Inputs for the model explainability job.

Parameters:

modelExplainabilityJobInput - Inputs for the model explainability job. This parameter is required.

Returns:

this

modelExplainabilityJobOutputConfig

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder modelExplainabilityJobOutputConfig(IResolvable modelExplainabilityJobOutputConfig)

The output configuration for monitoring jobs.

Parameters:

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

Returns:

this

modelExplainabilityJobOutputConfig

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder modelExplainabilityJobOutputConfig(CfnModelExplainabilityJobDefinition.MonitoringOutputConfigProperty modelExplainabilityJobOutputConfig)

The output configuration for monitoring jobs.

Parameters:

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

Returns:

this

roleArn

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.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(Stable)
public CfnModelExplainabilityJobDefinition.Builder endpointName(String endpointName)

AWS::SageMaker::ModelExplainabilityJobDefinition.EndpointName.

Parameters:

endpointName - AWS::SageMaker::ModelExplainabilityJobDefinition.EndpointName. This parameter is required.

Returns:

this

jobDefinitionName

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder jobDefinitionName(String jobDefinitionName)

The name of the model explainability job definition.

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

Parameters:

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

Returns:

this

modelExplainabilityBaselineConfig

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder modelExplainabilityBaselineConfig(IResolvable modelExplainabilityBaselineConfig)

The baseline configuration for a model explainability job.

Parameters:

modelExplainabilityBaselineConfig - The baseline configuration for a model explainability job. This parameter is required.

Returns:

this

modelExplainabilityBaselineConfig

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder modelExplainabilityBaselineConfig(CfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigProperty modelExplainabilityBaselineConfig)

The baseline configuration for a model explainability job.

Parameters:

modelExplainabilityBaselineConfig - The baseline configuration for a model explainability job. This parameter is required.

Returns:

this

networkConfig

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder networkConfig(IResolvable networkConfig)

Networking options for a model explainability job.

Parameters:

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

Returns:

this

networkConfig

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder networkConfig(CfnModelExplainabilityJobDefinition.NetworkConfigProperty networkConfig)

Networking options for a model explainability job.

Parameters:

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

Returns:

this

stoppingCondition

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.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

stoppingCondition

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.Builder stoppingCondition(CfnModelExplainabilityJobDefinition.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

tags

@Stability(Stable)
public CfnModelExplainabilityJobDefinition.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(Stable)
public CfnModelExplainabilityJobDefinition build()

Specified by:

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

Returns:

a newly built instance of CfnModelExplainabilityJobDefinition.