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(software.constructs.Construct scope, String id)
CfnModelExplainabilityJobDefinition.Builder	endpointName(String endpointName)	The name of the endpoint used to run the monitoring job.
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(software.constructs.Construct scope,
 String id)

Parameters:

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

id - Construct identifier for this resource (unique in its scope). 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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-jobresources

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-jobresources

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityappspecification

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjobinput

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjoboutputconfig

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilityjoboutputconfig

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-rolearn

endpointName

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

The name of the endpoint used to run the monitoring job.

Parameters:

endpointName - The name of the endpoint used to run the monitoring job. This parameter is required.

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-endpointname

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-jobdefinitionname

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-modelexplainabilitybaselineconfig

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-networkconfig

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-networkconfig

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-stoppingcondition

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-stoppingcondition

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelexplainabilityjobdefinition.html#cfn-sagemaker-modelexplainabilityjobdefinition-tags

build

@Stability(Stable)
public CfnModelExplainabilityJobDefinition build()

Specified by:

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

Returns:

a newly built instance of CfnModelExplainabilityJobDefinition.