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

Class CfnModelQualityJobDefinitionPropsMixin.Builder

java.lang.Object

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

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelQualityJobDefinitionPropsMixin>

Enclosing class:

CfnModelQualityJobDefinitionPropsMixin

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

A fluent builder for CfnModelQualityJobDefinitionPropsMixin.

Method Summary

Modifier and Type	Method	Description
CfnModelQualityJobDefinitionPropsMixin	build()
static CfnModelQualityJobDefinitionPropsMixin.Builder	create()
static CfnModelQualityJobDefinitionPropsMixin.Builder	create(CfnPropertyMixinOptions options)
CfnModelQualityJobDefinitionPropsMixin.Builder	endpointName(String endpointName)	The name of the endpoint used to run the monitoring job.
CfnModelQualityJobDefinitionPropsMixin.Builder	jobDefinitionName(String jobDefinitionName)	The name of the monitoring job definition.
CfnModelQualityJobDefinitionPropsMixin.Builder	jobResources(CfnModelQualityJobDefinitionPropsMixin.MonitoringResourcesProperty jobResources)	Identifies the resources to deploy for a monitoring job.
CfnModelQualityJobDefinitionPropsMixin.Builder	jobResources(IResolvable jobResources)	Identifies the resources to deploy for a monitoring job.
CfnModelQualityJobDefinitionPropsMixin.Builder	modelQualityAppSpecification(CfnModelQualityJobDefinitionPropsMixin.ModelQualityAppSpecificationProperty modelQualityAppSpecification)	Container image configuration object for the monitoring job.
CfnModelQualityJobDefinitionPropsMixin.Builder	modelQualityAppSpecification(IResolvable modelQualityAppSpecification)	Container image configuration object for the monitoring job.
CfnModelQualityJobDefinitionPropsMixin.Builder	modelQualityBaselineConfig(CfnModelQualityJobDefinitionPropsMixin.ModelQualityBaselineConfigProperty modelQualityBaselineConfig)	Specifies the constraints and baselines for the monitoring job.
CfnModelQualityJobDefinitionPropsMixin.Builder	modelQualityBaselineConfig(IResolvable modelQualityBaselineConfig)	Specifies the constraints and baselines for the monitoring job.
CfnModelQualityJobDefinitionPropsMixin.Builder	modelQualityJobInput(CfnModelQualityJobDefinitionPropsMixin.ModelQualityJobInputProperty modelQualityJobInput)	A list of the inputs that are monitored.
CfnModelQualityJobDefinitionPropsMixin.Builder	modelQualityJobInput(IResolvable modelQualityJobInput)	A list of the inputs that are monitored.
CfnModelQualityJobDefinitionPropsMixin.Builder	modelQualityJobOutputConfig(CfnModelQualityJobDefinitionPropsMixin.MonitoringOutputConfigProperty modelQualityJobOutputConfig)	The output configuration for monitoring jobs.
CfnModelQualityJobDefinitionPropsMixin.Builder	modelQualityJobOutputConfig(IResolvable modelQualityJobOutputConfig)	The output configuration for monitoring jobs.
CfnModelQualityJobDefinitionPropsMixin.Builder	networkConfig(CfnModelQualityJobDefinitionPropsMixin.NetworkConfigProperty networkConfig)	Specifies the network configuration for the monitoring job.
CfnModelQualityJobDefinitionPropsMixin.Builder	networkConfig(IResolvable networkConfig)	Specifies the network configuration for the monitoring job.
CfnModelQualityJobDefinitionPropsMixin.Builder	roleArn(String roleArn)	The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
CfnModelQualityJobDefinitionPropsMixin.Builder	roleArn(IRoleRef roleArn)	The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
CfnModelQualityJobDefinitionPropsMixin.Builder	stoppingCondition(CfnModelQualityJobDefinitionPropsMixin.StoppingConditionProperty stoppingCondition)	A time limit for how long the monitoring job is allowed to run before stopping.
CfnModelQualityJobDefinitionPropsMixin.Builder	stoppingCondition(IResolvable stoppingCondition)	A time limit for how long the monitoring job is allowed to run before stopping.
CfnModelQualityJobDefinitionPropsMixin.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 CfnModelQualityJobDefinitionPropsMixin.Builder create(CfnPropertyMixinOptions options)

Parameters:

options - Mixin options.

Returns:

a new instance of CfnModelQualityJobDefinitionPropsMixin.Builder.

create

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

Returns:

a new instance of CfnModelQualityJobDefinitionPropsMixin.Builder.

endpointName

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.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-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-endpointname

jobDefinitionName

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

The name of the monitoring job definition.

Parameters:

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

Returns:

this

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-jobdefinitionname

jobResources

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.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-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-jobresources

jobResources

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.Builder jobResources(CfnModelQualityJobDefinitionPropsMixin.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-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-jobresources

modelQualityAppSpecification

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification

modelQualityAppSpecification

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.Builder modelQualityAppSpecification(CfnModelQualityJobDefinitionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityappspecification

modelQualityBaselineConfig

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig

modelQualityBaselineConfig

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.Builder modelQualityBaselineConfig(CfnModelQualityJobDefinitionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualitybaselineconfig

modelQualityJobInput

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput

modelQualityJobInput

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.Builder modelQualityJobInput(CfnModelQualityJobDefinitionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput

modelQualityJobOutputConfig

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.Builder modelQualityJobOutputConfig(IResolvable modelQualityJobOutputConfig)

The output configuration for monitoring jobs.

Parameters:

modelQualityJobOutputConfig - 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-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjoboutputconfig

modelQualityJobOutputConfig

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.Builder modelQualityJobOutputConfig(CfnModelQualityJobDefinitionPropsMixin.MonitoringOutputConfigProperty modelQualityJobOutputConfig)

The output configuration for monitoring jobs.

Parameters:

modelQualityJobOutputConfig - 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-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjoboutputconfig

networkConfig

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig

networkConfig

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-networkconfig

roleArn

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.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-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-rolearn

roleArn

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.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-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-rolearn

stoppingCondition

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.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-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-stoppingcondition

stoppingCondition

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.Builder stoppingCondition(CfnModelQualityJobDefinitionPropsMixin.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-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-stoppingcondition

tags

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin.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-modelqualityjobdefinition.html#cfn-sagemaker-modelqualityjobdefinition-tags

build

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin build()

Specified by:

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

Returns:

a newly built instance of CfnModelQualityJobDefinitionPropsMixin.