software.amazon.awscdk.services.sagemaker

Class CfnDataQualityJobDefinition.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnDataQualityJobDefinition.Builder

Enclosing class:

CfnDataQualityJobDefinition

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

A fluent builder for CfnDataQualityJobDefinition.

Method Summary

Modifier and Type	Method and Description
CfnDataQualityJobDefinition	build()
static CfnDataQualityJobDefinition.Builder	create(Construct scope, java.lang.String id)
CfnDataQualityJobDefinition.Builder	dataQualityAppSpecification(CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty dataQualityAppSpecification) Specifies the container that runs the monitoring job.
CfnDataQualityJobDefinition.Builder	dataQualityAppSpecification(IResolvable dataQualityAppSpecification) Specifies the container that runs the monitoring job.
CfnDataQualityJobDefinition.Builder	dataQualityBaselineConfig(CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty dataQualityBaselineConfig) Configures the constraints and baselines for the monitoring job.
CfnDataQualityJobDefinition.Builder	dataQualityBaselineConfig(IResolvable dataQualityBaselineConfig) Configures the constraints and baselines for the monitoring job.
CfnDataQualityJobDefinition.Builder	dataQualityJobInput(CfnDataQualityJobDefinition.DataQualityJobInputProperty dataQualityJobInput) A list of inputs for the monitoring job.
CfnDataQualityJobDefinition.Builder	dataQualityJobInput(IResolvable dataQualityJobInput) A list of inputs for the monitoring job.
CfnDataQualityJobDefinition.Builder	dataQualityJobOutputConfig(CfnDataQualityJobDefinition.MonitoringOutputConfigProperty dataQualityJobOutputConfig) The output configuration for monitoring jobs.
CfnDataQualityJobDefinition.Builder	dataQualityJobOutputConfig(IResolvable dataQualityJobOutputConfig) The output configuration for monitoring jobs.
CfnDataQualityJobDefinition.Builder	endpointName(java.lang.String endpointName) `AWS::SageMaker::DataQualityJobDefinition.EndpointName`.
CfnDataQualityJobDefinition.Builder	jobDefinitionName(java.lang.String jobDefinitionName) The name for the monitoring job definition.
CfnDataQualityJobDefinition.Builder	jobResources(CfnDataQualityJobDefinition.MonitoringResourcesProperty jobResources) Identifies the resources to deploy for a monitoring job.
CfnDataQualityJobDefinition.Builder	jobResources(IResolvable jobResources) Identifies the resources to deploy for a monitoring job.
CfnDataQualityJobDefinition.Builder	networkConfig(CfnDataQualityJobDefinition.NetworkConfigProperty networkConfig) Specifies networking configuration for the monitoring job.
CfnDataQualityJobDefinition.Builder	networkConfig(IResolvable networkConfig) Specifies networking configuration for the monitoring job.
CfnDataQualityJobDefinition.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.
CfnDataQualityJobDefinition.Builder	stoppingCondition(CfnDataQualityJobDefinition.StoppingConditionProperty stoppingCondition) A time limit for how long the monitoring job is allowed to run before stopping.
CfnDataQualityJobDefinition.Builder	stoppingCondition(IResolvable stoppingCondition) A time limit for how long the monitoring job is allowed to run before stopping.
CfnDataQualityJobDefinition.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 CfnDataQualityJobDefinition.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 CfnDataQualityJobDefinition.BatchTransformInputProperty.Builder.

dataQualityAppSpecification

public CfnDataQualityJobDefinition.Builder dataQualityAppSpecification(IResolvable dataQualityAppSpecification)

Specifies the container that runs the monitoring job.

Parameters:

dataQualityAppSpecification - Specifies the container that runs the monitoring job. This parameter is required.

Returns:

this

dataQualityAppSpecification

public CfnDataQualityJobDefinition.Builder dataQualityAppSpecification(CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty dataQualityAppSpecification)

Specifies the container that runs the monitoring job.

Parameters:

dataQualityAppSpecification - Specifies the container that runs the monitoring job. This parameter is required.

Returns:

this

dataQualityJobInput

public CfnDataQualityJobDefinition.Builder dataQualityJobInput(IResolvable dataQualityJobInput)

A list of inputs for the monitoring job.

Currently endpoints are supported as monitoring inputs.

Parameters:

dataQualityJobInput - A list of inputs for the monitoring job. This parameter is required.

Returns:

this

dataQualityJobInput

public CfnDataQualityJobDefinition.Builder dataQualityJobInput(CfnDataQualityJobDefinition.DataQualityJobInputProperty dataQualityJobInput)

A list of inputs for the monitoring job.

Currently endpoints are supported as monitoring inputs.

Parameters:

dataQualityJobInput - A list of inputs for the monitoring job. This parameter is required.

Returns:

this

dataQualityJobOutputConfig

public CfnDataQualityJobDefinition.Builder dataQualityJobOutputConfig(IResolvable dataQualityJobOutputConfig)

The output configuration for monitoring jobs.

Parameters:

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

Returns:

this

dataQualityJobOutputConfig

public CfnDataQualityJobDefinition.Builder dataQualityJobOutputConfig(CfnDataQualityJobDefinition.MonitoringOutputConfigProperty dataQualityJobOutputConfig)

The output configuration for monitoring jobs.

Parameters:

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

Returns:

this

jobResources

public CfnDataQualityJobDefinition.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 CfnDataQualityJobDefinition.Builder jobResources(CfnDataQualityJobDefinition.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

roleArn

public CfnDataQualityJobDefinition.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

dataQualityBaselineConfig

public CfnDataQualityJobDefinition.Builder dataQualityBaselineConfig(IResolvable dataQualityBaselineConfig)

Configures the constraints and baselines for the monitoring job.

Parameters:

dataQualityBaselineConfig - Configures the constraints and baselines for the monitoring job. This parameter is required.

Returns:

this

dataQualityBaselineConfig

public CfnDataQualityJobDefinition.Builder dataQualityBaselineConfig(CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty dataQualityBaselineConfig)

Configures the constraints and baselines for the monitoring job.

Parameters:

dataQualityBaselineConfig - Configures the constraints and baselines for the monitoring job. This parameter is required.

Returns:

this

endpointName

public CfnDataQualityJobDefinition.Builder endpointName(java.lang.String endpointName)

`AWS::SageMaker::DataQualityJobDefinition.EndpointName`.

Parameters:

endpointName - `AWS::SageMaker::DataQualityJobDefinition.EndpointName`. This parameter is required.

Returns:

this

jobDefinitionName

public CfnDataQualityJobDefinition.Builder jobDefinitionName(java.lang.String jobDefinitionName)

The name for the monitoring job definition.

Parameters:

jobDefinitionName - The name for the monitoring job definition. This parameter is required.

Returns:

this

networkConfig

public CfnDataQualityJobDefinition.Builder networkConfig(IResolvable networkConfig)

Specifies networking configuration for the monitoring job.

Parameters:

networkConfig - Specifies networking configuration for the monitoring job. This parameter is required.

Returns:

this

networkConfig

public CfnDataQualityJobDefinition.Builder networkConfig(CfnDataQualityJobDefinition.NetworkConfigProperty networkConfig)

Specifies networking configuration for the monitoring job.

Parameters:

networkConfig - Specifies networking configuration for the monitoring job. This parameter is required.

Returns:

this

stoppingCondition

public CfnDataQualityJobDefinition.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

stoppingCondition

public CfnDataQualityJobDefinition.Builder stoppingCondition(CfnDataQualityJobDefinition.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

tags

public CfnDataQualityJobDefinition.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 CfnDataQualityJobDefinition build()