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

A builder for CfnModelExplainabilityJobDefinitionProps

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

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

Builder

public Builder()

Method Detail

jobResources

@Stability(value=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

jobResources

@Stability(value=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

modelExplainabilityAppSpecification

@Stability(value=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

modelExplainabilityAppSpecification

@Stability(value=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

modelExplainabilityJobInput

@Stability(value=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

modelExplainabilityJobInput

@Stability(value=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

modelExplainabilityJobOutputConfig

@Stability(value=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

modelExplainabilityJobOutputConfig

@Stability(value=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

roleArn

@Stability(value=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

jobDefinitionName

@Stability(value=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(value=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

modelExplainabilityBaselineConfig

@Stability(value=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

networkConfig

@Stability(value=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

networkConfig

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getNetworkConfig()

Parameters:

networkConfig - Networking options for a model explainability job.

Returns:

this

stoppingCondition

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getStoppingCondition()

Parameters:

stoppingCondition - `AWS::SageMaker::ModelExplainabilityJobDefinition.StoppingCondition`.

Returns:

this

stoppingCondition

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

Sets the value of CfnModelExplainabilityJobDefinitionProps.getStoppingCondition()

Parameters:

stoppingCondition - `AWS::SageMaker::ModelExplainabilityJobDefinition.StoppingCondition`.

Returns:

this

tags

@Stability(value=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(value=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