Package software.amazon.awscdk.services.sagemaker

Class CfnModelBiasJobDefinition.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelBiasJobDefinition.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelBiasJobDefinition>

Enclosing class:

CfnModelBiasJobDefinition

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

A fluent builder for CfnModelBiasJobDefinition.

Method Summary

Modifier and Type	Method	Description
CfnModelBiasJobDefinition	build()
static CfnModelBiasJobDefinition.Builder	create(software.constructs.Construct scope, String id)
CfnModelBiasJobDefinition.Builder	endpointName(String endpointName)	The name of the endpoint used to run the monitoring job.
CfnModelBiasJobDefinition.Builder	jobDefinitionName(String jobDefinitionName)	The name of the bias job definition.
CfnModelBiasJobDefinition.Builder	jobResources(IResolvable jobResources)	Identifies the resources to deploy for a monitoring job.
CfnModelBiasJobDefinition.Builder	jobResources(CfnModelBiasJobDefinition.MonitoringResourcesProperty jobResources)	Identifies the resources to deploy for a monitoring job.
CfnModelBiasJobDefinition.Builder	modelBiasAppSpecification(IResolvable modelBiasAppSpecification)	Configures the model bias job to run a specified Docker container image.
CfnModelBiasJobDefinition.Builder	modelBiasAppSpecification(CfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty modelBiasAppSpecification)	Configures the model bias job to run a specified Docker container image.
CfnModelBiasJobDefinition.Builder	modelBiasBaselineConfig(IResolvable modelBiasBaselineConfig)	The baseline configuration for a model bias job.
CfnModelBiasJobDefinition.Builder	modelBiasBaselineConfig(CfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty modelBiasBaselineConfig)	The baseline configuration for a model bias job.
CfnModelBiasJobDefinition.Builder	modelBiasJobInput(IResolvable modelBiasJobInput)	Inputs for the model bias job.
CfnModelBiasJobDefinition.Builder	modelBiasJobInput(CfnModelBiasJobDefinition.ModelBiasJobInputProperty modelBiasJobInput)	Inputs for the model bias job.
CfnModelBiasJobDefinition.Builder	modelBiasJobOutputConfig(IResolvable modelBiasJobOutputConfig)	The output configuration for monitoring jobs.
CfnModelBiasJobDefinition.Builder	modelBiasJobOutputConfig(CfnModelBiasJobDefinition.MonitoringOutputConfigProperty modelBiasJobOutputConfig)	The output configuration for monitoring jobs.
CfnModelBiasJobDefinition.Builder	networkConfig(IResolvable networkConfig)	Networking options for a model bias job.
CfnModelBiasJobDefinition.Builder	networkConfig(CfnModelBiasJobDefinition.NetworkConfigProperty networkConfig)	Networking options for a model bias job.
CfnModelBiasJobDefinition.Builder	roleArn(String roleArn)	The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
CfnModelBiasJobDefinition.Builder	stoppingCondition(IResolvable stoppingCondition)	A time limit for how long the monitoring job is allowed to run before stopping.
CfnModelBiasJobDefinition.Builder	stoppingCondition(CfnModelBiasJobDefinition.StoppingConditionProperty stoppingCondition)	A time limit for how long the monitoring job is allowed to run before stopping.
CfnModelBiasJobDefinition.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 CfnModelBiasJobDefinition.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 CfnModelBiasJobDefinition.Builder.

jobResources

@Stability(Stable)
public CfnModelBiasJobDefinition.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-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-jobresources

jobResources

@Stability(Stable)
public CfnModelBiasJobDefinition.Builder jobResources(CfnModelBiasJobDefinition.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-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-jobresources

modelBiasAppSpecification

@Stability(Stable)
public CfnModelBiasJobDefinition.Builder modelBiasAppSpecification(IResolvable modelBiasAppSpecification)

Configures the model bias job to run a specified Docker container image.

Parameters:

modelBiasAppSpecification - Configures the model bias job to run a specified Docker container image. This parameter is required.

Returns:

this

See Also:

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

modelBiasAppSpecification

@Stability(Stable)
public CfnModelBiasJobDefinition.Builder modelBiasAppSpecification(CfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty modelBiasAppSpecification)

Configures the model bias job to run a specified Docker container image.

Parameters:

modelBiasAppSpecification - Configures the model bias job to run a specified Docker container image. This parameter is required.

Returns:

this

See Also:

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

modelBiasJobInput

@Stability(Stable)
public CfnModelBiasJobDefinition.Builder modelBiasJobInput(IResolvable modelBiasJobInput)

Inputs for the model bias job.

Parameters:

modelBiasJobInput - Inputs for the model bias job. This parameter is required.

Returns:

this

See Also:

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

modelBiasJobInput

@Stability(Stable)
public CfnModelBiasJobDefinition.Builder modelBiasJobInput(CfnModelBiasJobDefinition.ModelBiasJobInputProperty modelBiasJobInput)

Inputs for the model bias job.

Parameters:

modelBiasJobInput - Inputs for the model bias job. This parameter is required.

Returns:

this

See Also:

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

modelBiasJobOutputConfig

@Stability(Stable)
public CfnModelBiasJobDefinition.Builder modelBiasJobOutputConfig(IResolvable modelBiasJobOutputConfig)

The output configuration for monitoring jobs.

Parameters:

modelBiasJobOutputConfig - 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-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjoboutputconfig

modelBiasJobOutputConfig

@Stability(Stable)
public CfnModelBiasJobDefinition.Builder modelBiasJobOutputConfig(CfnModelBiasJobDefinition.MonitoringOutputConfigProperty modelBiasJobOutputConfig)

The output configuration for monitoring jobs.

Parameters:

modelBiasJobOutputConfig - 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-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasjoboutputconfig

roleArn

@Stability(Stable)
public CfnModelBiasJobDefinition.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-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-rolearn

endpointName

@Stability(Stable)
public CfnModelBiasJobDefinition.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-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-endpointname

jobDefinitionName

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

The name of the bias job definition.

The name must be unique within an AWS Region in the AWS account.

Parameters:

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

Returns:

this

See Also:

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

modelBiasBaselineConfig

@Stability(Stable)
public CfnModelBiasJobDefinition.Builder modelBiasBaselineConfig(IResolvable modelBiasBaselineConfig)

The baseline configuration for a model bias job.

Parameters:

modelBiasBaselineConfig - The baseline configuration for a model bias job. This parameter is required.

Returns:

this

See Also:

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

modelBiasBaselineConfig

@Stability(Stable)
public CfnModelBiasJobDefinition.Builder modelBiasBaselineConfig(CfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty modelBiasBaselineConfig)

The baseline configuration for a model bias job.

Parameters:

modelBiasBaselineConfig - The baseline configuration for a model bias job. This parameter is required.

Returns:

this

See Also:

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

networkConfig

@Stability(Stable)
public CfnModelBiasJobDefinition.Builder networkConfig(IResolvable networkConfig)

Networking options for a model bias job.

Parameters:

networkConfig - Networking options for a model bias job. This parameter is required.

Returns:

this

See Also:

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

networkConfig

@Stability(Stable)
public CfnModelBiasJobDefinition.Builder networkConfig(CfnModelBiasJobDefinition.NetworkConfigProperty networkConfig)

Networking options for a model bias job.

Parameters:

networkConfig - Networking options for a model bias job. This parameter is required.

Returns:

this

See Also:

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

stoppingCondition

@Stability(Stable)
public CfnModelBiasJobDefinition.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-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-stoppingcondition

stoppingCondition

@Stability(Stable)
public CfnModelBiasJobDefinition.Builder stoppingCondition(CfnModelBiasJobDefinition.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-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-stoppingcondition

tags

@Stability(Stable)
public CfnModelBiasJobDefinition.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-modelbiasjobdefinition.html#cfn-sagemaker-modelbiasjobdefinition-tags

build

@Stability(Stable)
public CfnModelBiasJobDefinition build()

Specified by:

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

Returns:

a newly built instance of CfnModelBiasJobDefinition.