software.amazon.awscdk.services.sagemaker

Class CfnModelQualityJobDefinition.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelQualityJobDefinition.Builder

Enclosing class:

CfnModelQualityJobDefinition

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

A fluent builder for CfnModelQualityJobDefinition.

Method Summary

Modifier and Type	Method and Description
CfnModelQualityJobDefinition	build()
static CfnModelQualityJobDefinition.Builder	create(Construct scope, java.lang.String id)
CfnModelQualityJobDefinition.Builder	jobDefinitionName(java.lang.String jobDefinitionName) The name of the monitoring job definition.
CfnModelQualityJobDefinition.Builder	jobResources(CfnModelQualityJobDefinition.MonitoringResourcesProperty jobResources) Identifies the resources to deploy for a monitoring job.
CfnModelQualityJobDefinition.Builder	jobResources(IResolvable jobResources) Identifies the resources to deploy for a monitoring job.
CfnModelQualityJobDefinition.Builder	modelQualityAppSpecification(CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty modelQualityAppSpecification) Container image configuration object for the monitoring job.
CfnModelQualityJobDefinition.Builder	modelQualityAppSpecification(IResolvable modelQualityAppSpecification) Container image configuration object for the monitoring job.
CfnModelQualityJobDefinition.Builder	modelQualityBaselineConfig(CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty modelQualityBaselineConfig) Specifies the constraints and baselines for the monitoring job.
CfnModelQualityJobDefinition.Builder	modelQualityBaselineConfig(IResolvable modelQualityBaselineConfig) Specifies the constraints and baselines for the monitoring job.
CfnModelQualityJobDefinition.Builder	modelQualityJobInput(CfnModelQualityJobDefinition.ModelQualityJobInputProperty modelQualityJobInput) A list of the inputs that are monitored.
CfnModelQualityJobDefinition.Builder	modelQualityJobInput(IResolvable modelQualityJobInput) A list of the inputs that are monitored.
CfnModelQualityJobDefinition.Builder	modelQualityJobOutputConfig(CfnModelQualityJobDefinition.MonitoringOutputConfigProperty modelQualityJobOutputConfig) The output configuration for monitoring jobs.
CfnModelQualityJobDefinition.Builder	modelQualityJobOutputConfig(IResolvable modelQualityJobOutputConfig) The output configuration for monitoring jobs.
CfnModelQualityJobDefinition.Builder	networkConfig(CfnModelQualityJobDefinition.NetworkConfigProperty networkConfig) Specifies the network configuration for the monitoring job.
CfnModelQualityJobDefinition.Builder	networkConfig(IResolvable networkConfig) Specifies the network configuration for the monitoring job.
CfnModelQualityJobDefinition.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.
CfnModelQualityJobDefinition.Builder	stoppingCondition(CfnModelQualityJobDefinition.StoppingConditionProperty stoppingCondition) A time limit for how long the monitoring job is allowed to run before stopping.
CfnModelQualityJobDefinition.Builder	stoppingCondition(IResolvable stoppingCondition) A time limit for how long the monitoring job is allowed to run before stopping.
CfnModelQualityJobDefinition.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 CfnModelQualityJobDefinition.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 CfnModelQualityJobDefinition.ClusterConfigProperty.Builder.

jobResources

public CfnModelQualityJobDefinition.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 CfnModelQualityJobDefinition.Builder jobResources(CfnModelQualityJobDefinition.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

modelQualityAppSpecification

public CfnModelQualityJobDefinition.Builder modelQualityAppSpecification(IResolvable modelQualityAppSpecification)

Container image configuration object for the monitoring job.

Parameters:

modelQualityAppSpecification - Container image configuration object for the monitoring job. This parameter is required.

Returns:

this

modelQualityAppSpecification

public CfnModelQualityJobDefinition.Builder modelQualityAppSpecification(CfnModelQualityJobDefinition.ModelQualityAppSpecificationProperty modelQualityAppSpecification)

Container image configuration object for the monitoring job.

Parameters:

modelQualityAppSpecification - Container image configuration object for the monitoring job. This parameter is required.

Returns:

this

modelQualityJobInput

public CfnModelQualityJobDefinition.Builder modelQualityJobInput(IResolvable modelQualityJobInput)

A list of the inputs that are monitored.

Currently endpoints are supported.

Parameters:

modelQualityJobInput - A list of the inputs that are monitored. This parameter is required.

Returns:

this

modelQualityJobInput

public CfnModelQualityJobDefinition.Builder modelQualityJobInput(CfnModelQualityJobDefinition.ModelQualityJobInputProperty modelQualityJobInput)

A list of the inputs that are monitored.

Currently endpoints are supported.

Parameters:

modelQualityJobInput - A list of the inputs that are monitored. This parameter is required.

Returns:

this

modelQualityJobOutputConfig

public CfnModelQualityJobDefinition.Builder modelQualityJobOutputConfig(IResolvable modelQualityJobOutputConfig)

The output configuration for monitoring jobs.

Parameters:

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

Returns:

this

modelQualityJobOutputConfig

public CfnModelQualityJobDefinition.Builder modelQualityJobOutputConfig(CfnModelQualityJobDefinition.MonitoringOutputConfigProperty modelQualityJobOutputConfig)

The output configuration for monitoring jobs.

Parameters:

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

Returns:

this

roleArn

public CfnModelQualityJobDefinition.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

jobDefinitionName

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

The name of the monitoring job definition.

Parameters:

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

Returns:

this

modelQualityBaselineConfig

public CfnModelQualityJobDefinition.Builder modelQualityBaselineConfig(IResolvable modelQualityBaselineConfig)

Specifies the constraints and baselines for the monitoring job.

Parameters:

modelQualityBaselineConfig - Specifies the constraints and baselines for the monitoring job. This parameter is required.

Returns:

this

modelQualityBaselineConfig

public CfnModelQualityJobDefinition.Builder modelQualityBaselineConfig(CfnModelQualityJobDefinition.ModelQualityBaselineConfigProperty modelQualityBaselineConfig)

Specifies the constraints and baselines for the monitoring job.

Parameters:

modelQualityBaselineConfig - Specifies the constraints and baselines for the monitoring job. This parameter is required.

Returns:

this

networkConfig

public CfnModelQualityJobDefinition.Builder networkConfig(IResolvable networkConfig)

Specifies the network configuration for the monitoring job.

Parameters:

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

Returns:

this

networkConfig

public CfnModelQualityJobDefinition.Builder networkConfig(CfnModelQualityJobDefinition.NetworkConfigProperty networkConfig)

Specifies the network configuration for the monitoring job.

Parameters:

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

Returns:

this

stoppingCondition

public CfnModelQualityJobDefinition.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 CfnModelQualityJobDefinition.Builder stoppingCondition(CfnModelQualityJobDefinition.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 CfnModelQualityJobDefinition.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 CfnModelQualityJobDefinition build()