Package software.amazon.awscdk.services.sagemaker

Class CfnModelQualityJobDefinition.Builder

java.lang.Object

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

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelQualityJobDefinition>

Enclosing class:

CfnModelQualityJobDefinition

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

A fluent builder for CfnModelQualityJobDefinition.

Method Summary

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

Parameters:

scope - Scope in which this resource is defined. This parameter is required.

id - Construct identifier for this resource (unique in its scope). This parameter is required.

Returns:

a new instance of CfnModelQualityJobDefinition.Builder.

jobResources

@Stability(Stable)
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

See Also:

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

jobResources

@Stability(Stable)
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

See Also:

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

modelQualityAppSpecification

@Stability(Stable)
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

See Also:

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

modelQualityAppSpecification

@Stability(Stable)
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

See Also:

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

modelQualityJobInput

@Stability(Stable)
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

See Also:

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

modelQualityJobInput

@Stability(Stable)
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

See Also:

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

modelQualityJobOutputConfig

@Stability(Stable)
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

See Also:

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

modelQualityJobOutputConfig

@Stability(Stable)
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

See Also:

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

roleArn

@Stability(Stable)
public CfnModelQualityJobDefinition.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

endpointName

@Stability(Stable)
public CfnModelQualityJobDefinition.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 CfnModelQualityJobDefinition.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

modelQualityBaselineConfig

@Stability(Stable)
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

See Also:

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

modelQualityBaselineConfig

@Stability(Stable)
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

See Also:

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

networkConfig

@Stability(Stable)
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

See Also:

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

networkConfig

@Stability(Stable)
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

See Also:

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

stoppingCondition

@Stability(Stable)
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

See Also:

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

stoppingCondition

@Stability(Stable)
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

See Also:

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

tags

@Stability(Stable)
public CfnModelQualityJobDefinition.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 CfnModelQualityJobDefinition build()

Specified by:

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

Returns:

a newly built instance of CfnModelQualityJobDefinition.