Package software.amazon.awscdk.cfnpropertymixins.services.sagemaker

Class CfnModelExplainabilityJobDefinitionPropsMixin.Builder

java.lang.Object

software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnModelExplainabilityJobDefinitionPropsMixin.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelExplainabilityJobDefinitionPropsMixin>

Enclosing class:

CfnModelExplainabilityJobDefinitionPropsMixin

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

A fluent builder for CfnModelExplainabilityJobDefinitionPropsMixin.

Method Summary

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

Parameters:

options - Mixin options.

Returns:

a new instance of CfnModelExplainabilityJobDefinitionPropsMixin.Builder.

create

@Stability(Stable)
public static CfnModelExplainabilityJobDefinitionPropsMixin.Builder create()

Returns:

a new instance of CfnModelExplainabilityJobDefinitionPropsMixin.Builder.

endpointName

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.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 CfnModelExplainabilityJobDefinitionPropsMixin.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

jobResources

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.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 CfnModelExplainabilityJobDefinitionPropsMixin.Builder jobResources(CfnModelExplainabilityJobDefinitionPropsMixin.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 CfnModelExplainabilityJobDefinitionPropsMixin.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 CfnModelExplainabilityJobDefinitionPropsMixin.Builder modelExplainabilityAppSpecification(CfnModelExplainabilityJobDefinitionPropsMixin.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

modelExplainabilityBaselineConfig

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.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 CfnModelExplainabilityJobDefinitionPropsMixin.Builder modelExplainabilityBaselineConfig(CfnModelExplainabilityJobDefinitionPropsMixin.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

modelExplainabilityJobInput

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.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 CfnModelExplainabilityJobDefinitionPropsMixin.Builder modelExplainabilityJobInput(CfnModelExplainabilityJobDefinitionPropsMixin.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 CfnModelExplainabilityJobDefinitionPropsMixin.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 CfnModelExplainabilityJobDefinitionPropsMixin.Builder modelExplainabilityJobOutputConfig(CfnModelExplainabilityJobDefinitionPropsMixin.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

networkConfig

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.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 CfnModelExplainabilityJobDefinitionPropsMixin.Builder networkConfig(CfnModelExplainabilityJobDefinitionPropsMixin.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

roleArn

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.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

roleArn

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.Builder roleArn(IRoleRef 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

stoppingCondition

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.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 CfnModelExplainabilityJobDefinitionPropsMixin.Builder stoppingCondition(CfnModelExplainabilityJobDefinitionPropsMixin.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 CfnModelExplainabilityJobDefinitionPropsMixin.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 CfnModelExplainabilityJobDefinitionPropsMixin build()

Specified by:

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

Returns:

a newly built instance of CfnModelExplainabilityJobDefinitionPropsMixin.