AWS managed policies for Amazon SageMaker Feature Store
These AWS managed policies add permissions required to use Feature Store. The policies are available in your AWS account and are used by execution roles created from the SageMaker AI console.
Topics
AWS managed policy: AmazonSageMakerFeatureStoreAccess
This policy grants permissions required to enable the offline store for an Amazon SageMaker Feature Store feature group.
Permissions details
This AWS managed policy includes the following permissions.
-
s3
– Allows principals to write data into an offline store Amazon S3 bucket. These buckets are limited to those whose name includes "SageMaker", "Sagemaker", or "sagemaker". -
s3
– Allows principals to read existing manifest files maintained in themetadata
folder of an offline store S3 bucket. -
glue
– Allows principals to read and update AWS Glue tables. These permissions are limited to tables in thesagemaker_featurestore
folder.
{ "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "s3:PutObject", "s3:GetBucketAcl", "s3:PutObjectAcl" ], "Resource": [ "arn:aws:s3:::*SageMaker*", "arn:aws:s3:::*Sagemaker*", "arn:aws:s3:::*sagemaker*" ] }, { "Effect": "Allow", "Action": [ "s3:GetObject" ], "Resource": [ "arn:aws:s3:::*SageMaker*/metadata/*", "arn:aws:s3:::*Sagemaker*/metadata/*", "arn:aws:s3:::*sagemaker*/metadata/*" ] }, { "Effect": "Allow", "Action": [ "glue:GetTable", "glue:UpdateTable" ], "Resource": [ "arn:aws:glue:*:*:catalog", "arn:aws:glue:*:*:database/sagemaker_featurestore", "arn:aws:glue:*:*:table/sagemaker_featurestore/*" ] } ] }
Amazon SageMaker AI updates to Amazon SageMaker Feature Store managed policies
View details about updates to AWS managed policies for Feature Store since this service began tracking these changes. For automatic alerts about changes to this page, subscribe to the RSS feed on the SageMaker AI Document history page.
Policy | Version | Change | Date |
---|---|---|---|
AmazonSageMakerFeatureStoreAccess - Update to an existing policy |
3 |
Add |
December 5, 2022 |
AmazonSageMakerFeatureStoreAccess - Update to an existing policy |
2 |
Add |
February 23, 2021 |
AmazonSageMakerFeatureStoreAccess - New policy |
1 |
Initial policy |
December 1, 2020 |