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AWS Fundamentals
L1 ConstructAWS::SageMaker::ModelBiasJobDefinition

CfnModelBiasJobDefinition

Creates the definition for a model bias job.

Import

import { CfnModelBiasJobDefinition } from 'aws-cdk-lib/aws-sagemaker';

Or use the module namespace:

import * as sagemaker from 'aws-cdk-lib/aws-sagemaker';
// sagemaker.CfnModelBiasJobDefinition

Properties

Configuration passed to the constructor as CfnModelBiasJobDefinitionProps.

jobResourcesRequired
IResolvable | MonitoringResourcesProperty

Identifies the resources to deploy for a monitoring job.

modelBiasAppSpecificationRequired
IResolvable | ModelBiasAppSpecificationProperty

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

modelBiasJobInputRequired
IResolvable | ModelBiasJobInputProperty

Inputs for the model bias job.

modelBiasJobOutputConfigRequired
IResolvable | MonitoringOutputConfigProperty

The output configuration for monitoring jobs.

roleArnRequired
string | IRoleRef

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

endpointNameOptional
string

The name of the endpoint used to run the monitoring job.

jobDefinitionNameOptional
string

The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.

modelBiasBaselineConfigOptional
IResolvable | ModelBiasBaselineConfigProperty

The baseline configuration for a model bias job.

networkConfigOptional
IResolvable | NetworkConfigProperty

Networking options for a model bias job.

stoppingConditionOptional
IResolvable | StoppingConditionProperty

A time limit for how long the monitoring job is allowed to run before stopping.

tagsOptional
CfnTag[]

An array of key-value pairs to apply to this resource. For more information, see [Tag](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html) .

CloudFormation Resource

This L1 construct maps directly to the following CloudFormation resource type.

AWS::SageMaker::ModelBiasJobDefinitionView in CloudFormation Explorer

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Quick Facts

LevelL1 (CloudFormation)
Moduleaws-sagemaker
CFN TypeAWS::SageMaker::ModelBiasJobDefinition
Properties11

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