Allowing access for ML with Athena

IAM principals who run Athena ML queries must be allowed to perform the sagemaker:invokeEndpoint action for Sagemaker endpoints that they use. Include a policy statement similar to the following in identity-based permissions policies attached to user identities. In addition, attach the Amazon managed policy: AmazonAthenaFullAccess, which grants full access to Athena actions, or a modified inline policy that allows a subset of actions.

Replace arn:aws:sagemaker:region:AWSAcctID:ModelEndpoint in the example with the ARN or ARNs of model endpoints to be used in queries. For more information, see Actions, resources, and condition keys for SageMaker in the Service Authorization Reference.

{
            "Effect": "Allow",
            "Action": [
                "sagemaker:invokeEndpoint"
            ],
            "Resource": "arn:aws:sagemaker:us-west-2:123456789012:workteam/public-crowd/default"
}

Whenever you use IAM policies, make sure that you follow IAM best practices. For more information, see Security best practices in IAM in the IAM User Guide.