software.amazon.awscdk.services.sagemaker

Class CfnModelExplainabilityJobDefinition.Builder

java.lang.Object

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

Enclosing class:

CfnModelExplainabilityJobDefinition

public static final class CfnModelExplainabilityJobDefinition.Builder
extends java.lang.Object

A fluent builder for CfnModelExplainabilityJobDefinition.

Method Summary

Modifier and Type	Method and Description
CfnModelExplainabilityJobDefinition	build()
static CfnModelExplainabilityJobDefinition.Builder	create(Construct scope, java.lang.String id)
CfnModelExplainabilityJobDefinition.Builder	jobDefinitionName(java.lang.String jobDefinitionName) The name of the model explainability job definition.
CfnModelExplainabilityJobDefinition.Builder	jobResources(CfnModelExplainabilityJobDefinition.MonitoringResourcesProperty jobResources) Identifies the resources to deploy for a monitoring job.
CfnModelExplainabilityJobDefinition.Builder	jobResources(IResolvable jobResources) Identifies the resources to deploy for a monitoring job.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityAppSpecification(CfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty modelExplainabilityAppSpecification) Configures the model explainability job to run a specified Docker container image.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityAppSpecification(IResolvable modelExplainabilityAppSpecification) Configures the model explainability job to run a specified Docker container image.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityBaselineConfig(CfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigProperty modelExplainabilityBaselineConfig) The baseline configuration for a model explainability job.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityBaselineConfig(IResolvable modelExplainabilityBaselineConfig) The baseline configuration for a model explainability job.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityJobInput(CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty modelExplainabilityJobInput) Inputs for the model explainability job.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityJobInput(IResolvable modelExplainabilityJobInput) Inputs for the model explainability job.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityJobOutputConfig(CfnModelExplainabilityJobDefinition.MonitoringOutputConfigProperty modelExplainabilityJobOutputConfig) The output configuration for monitoring jobs.
CfnModelExplainabilityJobDefinition.Builder	modelExplainabilityJobOutputConfig(IResolvable modelExplainabilityJobOutputConfig) The output configuration for monitoring jobs.
CfnModelExplainabilityJobDefinition.Builder	networkConfig(CfnModelExplainabilityJobDefinition.NetworkConfigProperty networkConfig) Networking options for a model explainability job.
CfnModelExplainabilityJobDefinition.Builder	networkConfig(IResolvable networkConfig) Networking options for a model explainability job.
CfnModelExplainabilityJobDefinition.Builder	roleArn(java.lang.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(CfnModelExplainabilityJobDefinition.StoppingConditionProperty stoppingCondition) `AWS::SageMaker::ModelExplainabilityJobDefinition.StoppingCondition`.
CfnModelExplainabilityJobDefinition.Builder	stoppingCondition(IResolvable stoppingCondition) `AWS::SageMaker::ModelExplainabilityJobDefinition.StoppingCondition`.
CfnModelExplainabilityJobDefinition.Builder	tags(java.util.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

public static CfnModelExplainabilityJobDefinition.Builder create(Construct scope,
                                                                 java.lang.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.ClusterConfigProperty.Builder.

jobResources

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

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

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

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

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

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

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

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

public CfnModelExplainabilityJobDefinition.Builder roleArn(java.lang.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

jobDefinitionName

public CfnModelExplainabilityJobDefinition.Builder jobDefinitionName(java.lang.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

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

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

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

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

public CfnModelExplainabilityJobDefinition.Builder stoppingCondition(IResolvable stoppingCondition)

`AWS::SageMaker::ModelExplainabilityJobDefinition.StoppingCondition`.

Parameters:

stoppingCondition - `AWS::SageMaker::ModelExplainabilityJobDefinition.StoppingCondition`. This parameter is required.

Returns:

this

stoppingCondition

public CfnModelExplainabilityJobDefinition.Builder stoppingCondition(CfnModelExplainabilityJobDefinition.StoppingConditionProperty stoppingCondition)

`AWS::SageMaker::ModelExplainabilityJobDefinition.StoppingCondition`.

Parameters:

stoppingCondition - `AWS::SageMaker::ModelExplainabilityJobDefinition.StoppingCondition`. This parameter is required.

Returns:

this

tags

public CfnModelExplainabilityJobDefinition.Builder tags(java.util.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

public CfnModelExplainabilityJobDefinition build()