Package software.amazon.awscdk.services.sagemaker

Class CfnModelExplainabilityJobDefinitionProps.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelExplainabilityJobDefinitionProps.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelExplainabilityJobDefinitionProps>

Enclosing interface:

CfnModelExplainabilityJobDefinitionProps

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

A builder for CfnModelExplainabilityJobDefinitionProps

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnModelExplainabilityJobDefinitionProps	build()	Builds the configured instance.
CfnModelExplainabilityJobDefinitionProps.Builder	endpointName(String endpointName)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getEndpointName()
CfnModelExplainabilityJobDefinitionProps.Builder	jobDefinitionName(String jobDefinitionName)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getJobDefinitionName()
CfnModelExplainabilityJobDefinitionProps.Builder	jobResources(IResolvable jobResources)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getJobResources()
CfnModelExplainabilityJobDefinitionProps.Builder	jobResources(CfnModelExplainabilityJobDefinition.MonitoringResourcesProperty jobResources)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getJobResources()
CfnModelExplainabilityJobDefinitionProps.Builder	modelExplainabilityAppSpecification(IResolvable modelExplainabilityAppSpecification)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityAppSpecification()
CfnModelExplainabilityJobDefinitionProps.Builder	modelExplainabilityAppSpecification(CfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty modelExplainabilityAppSpecification)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityAppSpecification()
CfnModelExplainabilityJobDefinitionProps.Builder	modelExplainabilityBaselineConfig(IResolvable modelExplainabilityBaselineConfig)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityBaselineConfig()
CfnModelExplainabilityJobDefinitionProps.Builder	modelExplainabilityBaselineConfig(CfnModelExplainabilityJobDefinition.ModelExplainabilityBaselineConfigProperty modelExplainabilityBaselineConfig)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityBaselineConfig()
CfnModelExplainabilityJobDefinitionProps.Builder	modelExplainabilityJobInput(IResolvable modelExplainabilityJobInput)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityJobInput()
CfnModelExplainabilityJobDefinitionProps.Builder	modelExplainabilityJobInput(CfnModelExplainabilityJobDefinition.ModelExplainabilityJobInputProperty modelExplainabilityJobInput)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityJobInput()
CfnModelExplainabilityJobDefinitionProps.Builder	modelExplainabilityJobOutputConfig(IResolvable modelExplainabilityJobOutputConfig)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityJobOutputConfig()
CfnModelExplainabilityJobDefinitionProps.Builder	modelExplainabilityJobOutputConfig(CfnModelExplainabilityJobDefinition.MonitoringOutputConfigProperty modelExplainabilityJobOutputConfig)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityJobOutputConfig()
CfnModelExplainabilityJobDefinitionProps.Builder	networkConfig(IResolvable networkConfig)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getNetworkConfig()
CfnModelExplainabilityJobDefinitionProps.Builder	networkConfig(CfnModelExplainabilityJobDefinition.NetworkConfigProperty networkConfig)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getNetworkConfig()
CfnModelExplainabilityJobDefinitionProps.Builder	roleArn(String roleArn)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getRoleArn()
CfnModelExplainabilityJobDefinitionProps.Builder	stoppingCondition(IResolvable stoppingCondition)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getStoppingCondition()
CfnModelExplainabilityJobDefinitionProps.Builder	stoppingCondition(CfnModelExplainabilityJobDefinition.StoppingConditionProperty stoppingCondition)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getStoppingCondition()
CfnModelExplainabilityJobDefinitionProps.Builder	tags(List<? extends CfnTag> tags)	Sets the value of CfnModelExplainabilityJobDefinitionProps.getTags()

Methods inherited from class java.lang.Object

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

Constructor Details

Builder

public Builder()

Method Details

jobResources

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionProps.Builder jobResources(IResolvable jobResources)

Sets the value of CfnModelExplainabilityJobDefinitionProps.getJobResources()

Parameters:

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

Returns:

this

jobResources

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getJobResources()

Parameters:

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

Returns:

this

modelExplainabilityAppSpecification

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionProps.Builder modelExplainabilityAppSpecification(IResolvable modelExplainabilityAppSpecification)

Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityAppSpecification()

Parameters:

modelExplainabilityAppSpecification - Configures the model explainability job to run a specified Docker container image. This parameter is required.

Returns:

this

modelExplainabilityAppSpecification

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionProps.Builder modelExplainabilityAppSpecification(CfnModelExplainabilityJobDefinition.ModelExplainabilityAppSpecificationProperty modelExplainabilityAppSpecification)

Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityAppSpecification()

Parameters:

modelExplainabilityAppSpecification - Configures the model explainability job to run a specified Docker container image. This parameter is required.

Returns:

this

modelExplainabilityJobInput

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityJobInput()

Parameters:

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

Returns:

this

modelExplainabilityJobInput

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityJobInput()

Parameters:

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

Returns:

this

modelExplainabilityJobOutputConfig

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityJobOutputConfig()

Parameters:

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

Returns:

this

modelExplainabilityJobOutputConfig

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityJobOutputConfig()

Parameters:

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

Returns:

this

roleArn

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionProps.Builder roleArn(String roleArn)

Sets the value of CfnModelExplainabilityJobDefinitionProps.getRoleArn()

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 CfnModelExplainabilityJobDefinitionProps.Builder endpointName(String endpointName)

Sets the value of CfnModelExplainabilityJobDefinitionProps.getEndpointName()

Parameters:

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

Returns:

this

jobDefinitionName

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getJobDefinitionName()

Parameters:

jobDefinitionName - The name of the model explainability job definition. The name must be unique within an AWS Region in the AWS account.

Returns:

this

modelExplainabilityBaselineConfig

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityBaselineConfig()

Parameters:

modelExplainabilityBaselineConfig - The baseline configuration for a model explainability job.

Returns:

this

modelExplainabilityBaselineConfig

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getModelExplainabilityBaselineConfig()

Parameters:

modelExplainabilityBaselineConfig - The baseline configuration for a model explainability job.

Returns:

this

networkConfig

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getNetworkConfig()

Parameters:

networkConfig - Networking options for a model explainability job.

Returns:

this

networkConfig

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getNetworkConfig()

Parameters:

networkConfig - Networking options for a model explainability job.

Returns:

this

stoppingCondition

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionProps.Builder stoppingCondition(IResolvable stoppingCondition)

Sets the value of CfnModelExplainabilityJobDefinitionProps.getStoppingCondition()

Parameters:

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

Returns:

this

stoppingCondition

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getStoppingCondition()

Parameters:

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

Returns:

this

tags

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionProps.Builder tags(List<? extends CfnTag> tags)

Sets the value of CfnModelExplainabilityJobDefinitionProps.getTags()

Parameters:

tags - An array of key-value pairs to apply to this resource. For more information, see Tag .

Returns:

this

build

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionProps build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnModelExplainabilityJobDefinitionProps

Throws:

NullPointerException - if any required attribute was not provided