software.amazon.awscdk.services.sagemaker

Class CfnModelBiasJobDefinition.Builder

java.lang.Object

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

Enclosing class:

CfnModelBiasJobDefinition

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

A fluent builder for CfnModelBiasJobDefinition.

Method Summary

Modifier and Type	Method and Description
CfnModelBiasJobDefinition	build()
static CfnModelBiasJobDefinition.Builder	create(Construct scope, java.lang.String id)
CfnModelBiasJobDefinition.Builder	jobDefinitionName(java.lang.String jobDefinitionName) The name of the bias job definition.
CfnModelBiasJobDefinition.Builder	jobResources(CfnModelBiasJobDefinition.MonitoringResourcesProperty jobResources) Identifies the resources to deploy for a monitoring job.
CfnModelBiasJobDefinition.Builder	jobResources(IResolvable jobResources) Identifies the resources to deploy for a monitoring job.
CfnModelBiasJobDefinition.Builder	modelBiasAppSpecification(CfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty modelBiasAppSpecification) Configures the model bias job to run a specified Docker container image.
CfnModelBiasJobDefinition.Builder	modelBiasAppSpecification(IResolvable modelBiasAppSpecification) Configures the model bias job to run a specified Docker container image.
CfnModelBiasJobDefinition.Builder	modelBiasBaselineConfig(CfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty modelBiasBaselineConfig) The baseline configuration for a model bias job.
CfnModelBiasJobDefinition.Builder	modelBiasBaselineConfig(IResolvable modelBiasBaselineConfig) The baseline configuration for a model bias job.
CfnModelBiasJobDefinition.Builder	modelBiasJobInput(CfnModelBiasJobDefinition.ModelBiasJobInputProperty modelBiasJobInput) Inputs for the model bias job.
CfnModelBiasJobDefinition.Builder	modelBiasJobInput(IResolvable modelBiasJobInput) Inputs for the model bias job.
CfnModelBiasJobDefinition.Builder	modelBiasJobOutputConfig(CfnModelBiasJobDefinition.MonitoringOutputConfigProperty modelBiasJobOutputConfig) The output configuration for monitoring jobs.
CfnModelBiasJobDefinition.Builder	modelBiasJobOutputConfig(IResolvable modelBiasJobOutputConfig) The output configuration for monitoring jobs.
CfnModelBiasJobDefinition.Builder	networkConfig(CfnModelBiasJobDefinition.NetworkConfigProperty networkConfig) Networking options for a model bias job.
CfnModelBiasJobDefinition.Builder	networkConfig(IResolvable networkConfig) Networking options for a model bias job.
CfnModelBiasJobDefinition.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.
CfnModelBiasJobDefinition.Builder	stoppingCondition(CfnModelBiasJobDefinition.StoppingConditionProperty stoppingCondition) A time limit for how long the monitoring job is allowed to run before stopping.
CfnModelBiasJobDefinition.Builder	stoppingCondition(IResolvable stoppingCondition) A time limit for how long the monitoring job is allowed to run before stopping.
CfnModelBiasJobDefinition.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 CfnModelBiasJobDefinition.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 CfnModelBiasJobDefinition.ClusterConfigProperty.Builder.

jobResources

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

jobResources

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

modelBiasAppSpecification

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

modelBiasAppSpecification

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

modelBiasJobInput

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

modelBiasJobInput

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

modelBiasJobOutputConfig

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

modelBiasJobOutputConfig

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

roleArn

public CfnModelBiasJobDefinition.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 CfnModelBiasJobDefinition.Builder jobDefinitionName(java.lang.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

modelBiasBaselineConfig

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

modelBiasBaselineConfig

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

networkConfig

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

networkConfig

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

stoppingCondition

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

stoppingCondition

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

tags

public CfnModelBiasJobDefinition.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 CfnModelBiasJobDefinition build()