AWS::SageMaker::ModelExplainabilityJobDefinitionCfnModelExplainabilityJobDefinition
Creates the definition for a model explainability job.
Import
import { CfnModelExplainabilityJobDefinition } from 'aws-cdk-lib/aws-sagemaker';Or use the module namespace:
import * as sagemaker from 'aws-cdk-lib/aws-sagemaker';
// sagemaker.CfnModelExplainabilityJobDefinitionProperties
Configuration passed to the constructor as CfnModelExplainabilityJobDefinitionProps.
jobResourcesRequiredIResolvable | MonitoringResourcesPropertyIdentifies the resources to deploy for a monitoring job.
modelExplainabilityAppSpecificationRequiredIResolvable | ModelExplainabilityAppSpecificationPropertyConfigures the model explainability job to run a specified Docker container image.
modelExplainabilityJobInputRequiredIResolvable | ModelExplainabilityJobInputPropertyInputs for the model explainability job.
modelExplainabilityJobOutputConfigRequiredIResolvable | MonitoringOutputConfigPropertyThe output configuration for monitoring jobs.
roleArnRequiredstring | IRoleRefThe Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
endpointNameOptionalstringThe name of the endpoint used to run the monitoring job.
jobDefinitionNameOptionalstringThe name of the model explainability job definition. The name must be unique within an AWS Region in the AWS account.
modelExplainabilityBaselineConfigOptionalIResolvable | ModelExplainabilityBaselineConfigPropertyThe baseline configuration for a model explainability job.
networkConfigOptionalIResolvable | NetworkConfigPropertyNetworking options for a model explainability job.
stoppingConditionOptionalIResolvable | StoppingConditionPropertyA time limit for how long the monitoring job is allowed to run before stopping.
tagsOptionalCfnTag[]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.
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aws-sagemakerAWS::SageMaker::ModelExplainabilityJobDefinition