AWS::SageMaker::ModelExplainabilityJobDefinition

SageMaker ModelExplainabilityJobDefinition

Resource Type definition for AWS::SageMaker::ModelExplainabilityJobDefinition

Properties

11 configurable properties. 5 required. Click a row to see details.

Filter:

Property	Type	Flags
`JobResources`	`MonitoringResources`	RequiredCreate-only
`ModelExplainabilityAppSpecification`	`ModelExplainabilityAppSpecification`	RequiredCreate-only
`ModelExplainabilityJobInput`	`ModelExplainabilityJobInput`	RequiredCreate-only
`ModelExplainabilityJobOutputConfig`	`MonitoringOutputConfig`	RequiredCreate-only
`RoleArn`	`string`	RequiredCreate-only
`EndpointName`	`string`	Create-onlyWrite-only
`JobDefinitionName`	`string`	Create-only
`ModelExplainabilityBaselineConfig`	`ModelExplainabilityBaselineConfig`	Create-only
`NetworkConfig`	`NetworkConfig`	Create-only
`StoppingCondition`	`StoppingCondition`	Create-only
`Tags`	`Array<Tag>`	Create-only

Return Values

Values returned after the resource is created. Access these with Fn::GetAtt.

Attribute	Type	Description
`CreationTime`	`string`	The time at which the job definition was created.
`JobDefinitionArn`	`string`	The Amazon Resource Name (ARN) of job definition.

Sample CloudFormation Template

A minimal template with required properties and common optional ones.

template.yaml

AWSTemplateFormatVersion: "2010-09-09"
Description: Sample template for AWS::SageMaker::ModelExplainabilityJobDefinition

Resources:
  MyResource:
    Type: AWS::SageMaker::ModelExplainabilityJobDefinition
    Properties:
      ModelExplainabilityAppSpecification: "value"
      ModelExplainabilityJobInput: "value"
      ModelExplainabilityJobOutputConfig: "value"
      JobResources: "value"
      RoleArn: "arn:aws:service:region:account:resource"
      Tags:
        - Key: Environment
          Value: Production

Required IAM Permissions

Permissions CloudFormation needs in your IAM role to manage this resource.

create

sagemaker:CreateModelExplainabilityJobDefinitionsagemaker:DescribeModelExplainabilityJobDefinitioniam:PassRolesagemaker:AddTagssagemaker:ListTags

delete

sagemaker:DeleteModelExplainabilityJobDefinition

read

sagemaker:DescribeModelExplainabilityJobDefinitionsagemaker:ListTags

list

sagemaker:ListModelExplainabilityJobDefinitionssagemaker:ListTags

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Quick Facts

ServiceSageMaker

Properties13

Required5

TaggingSupported

Primary IDJobDefinitionArn

Supported Operations

CreateDeleteReadList

Immutable After Creation

These properties cannot be changed after the resource is created. Updating them triggers a replacement.

JobDefinitionNameModelExplainabilityAppSpecificationModelExplainabilityBaselineConfigModelExplainabilityJobInputModelExplainabilityJobOutputConfigJobResourcesNetworkConfigRoleArnStoppingConditionTagsEndpointName

Related Resources

External Links

AWS Documentation