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

Class CfnModelBiasJobDefinitionPropsMixin.Builder

java.lang.Object

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

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelBiasJobDefinitionPropsMixin>

Enclosing class:

CfnModelBiasJobDefinitionPropsMixin

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

A fluent builder for CfnModelBiasJobDefinitionPropsMixin.

Method Summary

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

Parameters:

options - Mixin options.

Returns:

a new instance of CfnModelBiasJobDefinitionPropsMixin.Builder.

create

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

Returns:

a new instance of CfnModelBiasJobDefinitionPropsMixin.Builder.

endpointName

@Stability(Stable)
public CfnModelBiasJobDefinitionPropsMixin.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 CfnModelBiasJobDefinitionPropsMixin.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

jobResources

@Stability(Stable)
public CfnModelBiasJobDefinitionPropsMixin.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 CfnModelBiasJobDefinitionPropsMixin.Builder jobResources(CfnModelBiasJobDefinitionPropsMixin.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 CfnModelBiasJobDefinitionPropsMixin.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 CfnModelBiasJobDefinitionPropsMixin.Builder modelBiasAppSpecification(CfnModelBiasJobDefinitionPropsMixin.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

modelBiasBaselineConfig

@Stability(Stable)
public CfnModelBiasJobDefinitionPropsMixin.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 CfnModelBiasJobDefinitionPropsMixin.Builder modelBiasBaselineConfig(CfnModelBiasJobDefinitionPropsMixin.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

modelBiasJobInput

@Stability(Stable)
public CfnModelBiasJobDefinitionPropsMixin.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 CfnModelBiasJobDefinitionPropsMixin.Builder modelBiasJobInput(CfnModelBiasJobDefinitionPropsMixin.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 CfnModelBiasJobDefinitionPropsMixin.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 CfnModelBiasJobDefinitionPropsMixin.Builder modelBiasJobOutputConfig(CfnModelBiasJobDefinitionPropsMixin.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

networkConfig

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

roleArn

@Stability(Stable)
public CfnModelBiasJobDefinitionPropsMixin.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

roleArn

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

stoppingCondition

@Stability(Stable)
public CfnModelBiasJobDefinitionPropsMixin.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 CfnModelBiasJobDefinitionPropsMixin.Builder stoppingCondition(CfnModelBiasJobDefinitionPropsMixin.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 CfnModelBiasJobDefinitionPropsMixin.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 CfnModelBiasJobDefinitionPropsMixin build()

Specified by:

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

Returns:

a newly built instance of CfnModelBiasJobDefinitionPropsMixin.