Reference policies - Amazon SageMaker AI

Reference policies

  • List Amazon EMR policies: This policy allows performing the following actions:

    • AllowPresignedUrl allows generating pre-signed URLs for accessing the Spark UI from within Studio.

    • AllowClusterDiscovery and AllowClusterDetailsDiscovery allows listing and describing Amazon EMR clusters in the provided region and account.

    JSON
    {
    "Version":"2012-10-17",		 	 	 
    "Statement": [
        {
            "Sid": "AllowPresignedUrl",
            "Effect": "Allow",
            "Action": [
                "elasticmapreduce:CreatePersistentAppUI",
                "elasticmapreduce:DescribePersistentAppUI",
                "elasticmapreduce:GetPersistentAppUIPresignedURL",
                "elasticmapreduce:GetOnClusterAppUIPresignedURL"
            ],
            "Resource": [
                "arn:aws:elasticmapreduce:us-east-1:111122223333:cluster/*"
            ]
        },
        {
            "Sid": "AllowClusterDetailsDiscovery",
            "Effect": "Allow",
            "Action": [
                "elasticmapreduce:DescribeCluster",
                "elasticmapreduce:ListInstances",
                "elasticmapreduce:ListInstanceGroups",
                "elasticmapreduce:DescribeSecurityConfiguration"
            ],
            "Resource": [
                "arn:aws:elasticmapreduce:us-east-1:111122223333:cluster/*"
            ]
        },
        {
            "Sid": "AllowClusterDiscovery",
            "Effect": "Allow",
            "Action": [
                "elasticmapreduce:ListClusters"
            ],
            "Resource": "*"
        }
    ]
}

  • Create Amazon EMR clusters policies: This policy allows performing the following actions:

    • AllowEMRTemplateDiscovery allows searching for Amazon EMR templates in the Service Catalog. Studio and Studio Classic use this to show available templates.

    • AllowSagemakerProjectManagement enables the creation of What is a SageMaker AI Project?. In Studio or Studio Classic, access to the AWS Service Catalog is managed through What is a SageMaker AI Project?.

    The IAM policy defined in the provided JSON grants those permissions. Replace region and accountID with your actual region and AWS account ID values before copying the list of statements to the inline policy of your role.

    JSON
    {
    "Version":"2012-10-17",		 	 	 
    "Statement": [
        {
            "Sid": "AllowEMRTemplateDiscovery",
            "Effect": "Allow",
            "Action": [
                "servicecatalog:SearchProducts"
            ],
            "Resource": "*"
        },
        {
            "Sid": "AllowSagemakerProjectManagement",
            "Effect": "Allow",
            "Action": [
                "sagemaker:CreateProject",
                "sagemaker:DeleteProject"
            ],
            "Resource": "arn:aws:sagemaker:us-east-1:111122223333:project/*"
        }
    ]
}

  • Domain, user profile, and space update actions policy : The following policy grants permissions to update SageMaker AI domains, user profiles, and spaces within the specified region and AWS account.

    JSON
    {
    "Version":"2012-10-17",		 	 	 
    "Statement": [
        {
            "Sid": "SageMakerUpdateResourcesPolicy",
            "Effect": "Allow",
            "Action": [
                "sagemaker:UpdateDomain",
                "sagemaker:UpdateUserprofile",
                "sagemaker:UpdateSpace"
            ],
            "Resource": [
                "arn:aws:sagemaker:us-east-1:111122223333:domain/*",
                "arn:aws:sagemaker:us-east-1:111122223333:user-profile/*"
            ]
        }
    ]
}