AWS managed policy: AmazonSageMakerHyperPodServiceRolePolicy - Amazon SageMaker

AWS managed policy: AmazonSageMakerHyperPodServiceRolePolicy

SageMaker HyperPod creates and uses the service-linked role named AWSServiceRoleForSageMakerHyperPod with the AmazonSageMakerHyperPodServiceRolePolicy attached to the role. This policy grants Amazon SageMaker HyperPod permissions to related AWS services such as Amazon EKS and Amazon CloudWatch.

The service-linked role makes setting up SageMaker HyperPod easier because you don’t have to manually add the necessary permissions. SageMaker HyperPod defines the permissions of its service-linked roles, and unless defined otherwise, only SageMaker HyperPod can assume its roles. The defined permissions include the trust policy and the permissions policy, and that permissions policy cannot be attached to any other IAM entity.

You can delete a service-linked role only after first deleting their related resources. This protects your SageMaker HyperPod resources because you can't inadvertently remove permission to access the resources.

For information about other services that support service-linked roles, see AWS services that work with IAM and look for the services that have Yes in the Service-linked roles column. Choose a Yes with a link to view the service-linked role documentation for that service.

The AmazonSageMakerHyperPodServiceRolePolicy allows SageMaker HyperPod to complete the following actions on the specified resources on your behalf.

Permissions details

This service-linked role policy includes the following permissions.

  • eks – Allows principals to read Amazon Elastic Kubernetes Service (EKS) cluster information.

  • logs – Allows principals to publish Amazon CloudWatch log streams to /aws/sagemaker/Clusters.

{ "Version": "2012-10-17", "Statement": [ { "Sid": "EKSClusterDescribePermissions", "Effect": "Allow", "Action": "eks:DescribeCluster", "Resource": "*", "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "CloudWatchLogGroupPermissions", "Effect": "Allow", "Action": [ "logs:CreateLogGroup" ], "Resource": "arn:aws:logs:*:*:log-group:/aws/sagemaker/Clusters/*", "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "CloudWatchLogStreamPermissions", "Effect": "Allow", "Action": [ "logs:CreateLogStream", "logs:PutLogEvents" ], "Resource": "arn:aws:logs:*:*:log-group:/aws/sagemaker/Clusters/*:log-stream:*", "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } } ] }

You must configure permissions to allow your users, groups, or roles to create, edit, or delete a service-linked role. For more information, see Service-linked role permissions in the IAM User Guide.

Creating a service-linked role for SageMaker HyperPod

You don't need to manually create a service-linked role. When you create a SageMaker HyperPod cluster using the SageMaker console, the AWS CLI, or the AWS SDKs, SageMaker HyperPod creates the service-linked role for you.

If you delete this service-linked role but need to create it again, you can use the same process (create a new SageMaker HyperPod cluster) to recreate the role in your account.

Editing a service-linked role for SageMaker HyperPod

SageMaker HyperPod does not allow you to edit the AWSServiceRoleForSageMakerHyperPod service-linked role. After you create a service-linked role, you cannot change the name of the role because various entities might reference the role. However, you can edit the description of the role using IAM. For more information, see Editing a service-linked role in the IAM User Guide.

Deleting a service-linked role for SageMaker HyperPod

If you no longer need to use a feature or service that requires a service-linked role, we recommend that you delete that role. That way you don’t have an unused entity that is not actively monitored or maintained. However, you must clean up the resources for your service-linked role before you can manually delete it.

To delete SageMaker HyperPod cluster resources using the service-linked role

Use one of the following options to delete SageMaker HyperPod cluster resources.

Note

If the SageMaker HyperPod service is using the role when you try to delete the resources, then the deletion might fail. If that happens, wait for a few minutes and try the operation again.

To manually delete the service-linked role using IAM

Use the IAM console, the AWS CLI, or the AWS API to delete the AWSServiceRoleForSageMakerHyperPod service-linked role. For more information, see Deleting a service-linked role in the IAM User Guide.

Supported Regions for SageMaker HyperPod service-linked roles

SageMaker HyperPod supports using service-linked roles in all of the Regions where the service is available. For more information, see Prerequisites for SageMaker HyperPod.