AWS::SageMaker::TrialComponent

SageMaker TrialComponent

Resource type definition for AWS::SageMaker::TrialComponent. A trial component is a stage of a machine learning trial, such as a preprocessing job, training job, or batch transform job.

Properties

8 configurable properties. 1 required. Click a row to see details.

Filter:

Property	Type	Flags
`TrialComponentName`	`string`	RequiredCreate-only
`DisplayName`	`string`
`InputArtifacts`	`object`
`MetadataProperties`	`MetadataProperties`	Create-only
`OutputArtifacts`	`object`
`Parameters`	`object`
`Status`	`TrialComponentStatus`
`Tags`	`Array<object>`

Return Values

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

Attribute	Type	Description
`CreationTime`	`string`	When the trial component was created.
`LastModifiedTime`	`string`	When the trial component was last modified.
`LineageGroupArn`	`string`	The Amazon Resource Name (ARN) of the lineage group.
`TrialComponentArn`	`string`	The Amazon Resource Name (ARN) of the trial component.

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::TrialComponent

Resources:
  MyResource:
    Type: AWS::SageMaker::TrialComponent
    Properties:
      TrialComponentName: "my-trialcomponentname"
      Tags:
        - Key: Environment
          Value: Production

Required IAM Permissions

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

create

sagemaker:CreateTrialComponentsagemaker:DescribeTrialComponentsagemaker:AddTagssagemaker:ListTags

read

sagemaker:DescribeTrialComponentsagemaker:ListTags

update

sagemaker:UpdateTrialComponentsagemaker:DescribeTrialComponentsagemaker:AddTagssagemaker:DeleteTagssagemaker:ListTags

delete

sagemaker:DeleteTrialComponentsagemaker:DescribeTrialComponentsagemaker:ListTags

list

sagemaker:ListTrialComponents

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Quick Facts

ServiceSageMaker

Properties12

Required1

TaggingSupported

Primary IDTrialComponentArn

Supported Operations

CreateReadUpdateDeleteList

Immutable After Creation

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

TrialComponentNameMetadataProperties

Related Resources

External Links

AWS Documentation