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Amazon Managed Policies for SageMaker Notebooks

These Amazon managed policies add permissions required to use SageMaker Notebooks. The policies are available in your Amazon account and are used by execution roles created from the SageMaker AI console.

Amazon managed policy: AmazonSageMakerNotebooksServiceRolePolicy

This Amazon managed policy grants permissions commonly needed to use Amazon SageMaker Notebooks. The policy is added to the AWSServiceRoleForAmazonSageMakerNotebooks that is created when you onboard to Amazon SageMaker Studio Classic. For more information on service-linked roles, see Service-linked roles. For more information, see AmazonSageMakerNotebooksServiceRolePolicy

Permissions details

This policy includes the following permissions.

{
    "Version": "2012-10-17",
    "Statement": [
        {   
            "Sid": "AllowFSxDescribe",
            "Effect": "Allow",
            "Action": [
                "fsx:DescribeFileSystems",
            ],
            "Resource": "*",
            "Condition": {
                "StringEquals": {
                    "aws:ResourceAccount": "${aws:PrincipalAccount}"
                }
            }
        },
        {
            "Sid": "AllowSageMakerDeleteApp",
            "Effect": "Allow",
            "Action": [
                "sagemaker:DeleteApp"
            ],
            "Resource": "arn:aws:sagemaker:*:*:app/*"
        },
        {
            "Sid": "AllowEFSAccessPointCreation",
            "Effect": "Allow",
            "Action": "elasticfilesystem:CreateAccessPoint",
            "Resource": "arn:aws:elasticfilesystem:*:*:file-system/*",
            "Condition": {
                "StringLike": {
                    "aws:ResourceTag/ManagedByAmazonSageMakerResource": "*",
                    "aws:RequestTag/ManagedByAmazonSageMakerResource": "*"
                }
            }
        },
        {
            "Sid": "AllowEFSAccessPointDeletion",
            "Effect": "Allow",
            "Action": [
                "elasticfilesystem:DeleteAccessPoint"
            ],
            "Resource": "arn:aws:elasticfilesystem:*:*:access-point/*",
            "Condition": {
                "StringLike": {
                    "aws:ResourceTag/ManagedByAmazonSageMakerResource": "*"
                }
            }
        },
        {
            "Sid": "AllowEFSCreation",
            "Effect": "Allow",
            "Action": "elasticfilesystem:CreateFileSystem",
            "Resource": "*",
            "Condition": {
                "StringLike": {
                    "aws:RequestTag/ManagedByAmazonSageMakerResource": "*"
                }
            }
        },
        {
            "Sid": "AllowEFSMountWithDeletion",
            "Effect": "Allow",
            "Action": [
                "elasticfilesystem:CreateMountTarget",
                "elasticfilesystem:DeleteFileSystem",
                "elasticfilesystem:DeleteMountTarget"
            ],
            "Resource": "*",
            "Condition": {
                "StringLike": {
                    "aws:ResourceTag/ManagedByAmazonSageMakerResource": "*"
                }
            }
        },
        {
            "Sid": "AllowEFSDescribe",
            "Effect": "Allow",
            "Action": [
                "elasticfilesystem:DescribeAccessPoints",
                "elasticfilesystem:DescribeFileSystems",
                "elasticfilesystem:DescribeMountTargets"
            ],
            "Resource": "*"
        },
        {
            "Sid": "AllowEFSTagging",
            "Effect": "Allow",
            "Action": "elasticfilesystem:TagResource",
            "Resource": [
                "arn:aws:elasticfilesystem:*:*:access-point/*",
                "arn:aws:elasticfilesystem:*:*:file-system/*"
            ],
            "Condition": {
                "StringLike": {
                    "aws:ResourceTag/ManagedByAmazonSageMakerResource": "*"
                }
            }
        },
        {
            "Sid": "AllowEC2Tagging",
            "Effect": "Allow",
            "Action": "ec2:CreateTags",
            "Resource": [
                "arn:aws:ec2:*:*:network-interface/*",
                "arn:aws:ec2:*:*:security-group/*"
            ]
        },
        {
            "Sid": "AllowEC2Operations",
            "Effect": "Allow",
            "Action": [
                "ec2:CreateNetworkInterface",
                "ec2:CreateSecurityGroup",
                "ec2:DeleteNetworkInterface",
                "ec2:DescribeDhcpOptions",
                "ec2:DescribeNetworkInterfaces",
                "ec2:DescribeSecurityGroups",
                "ec2:DescribeSubnets",
                "ec2:DescribeVpcs",
                "ec2:ModifyNetworkInterfaceAttribute"
            ],
            "Resource": "*"
        },
        {
            "Sid": "AllowEC2AuthZ",
            "Effect": "Allow",
            "Action": [
                "ec2:AuthorizeSecurityGroupEgress",
                "ec2:AuthorizeSecurityGroupIngress",
                "ec2:CreateNetworkInterfacePermission",
                "ec2:DeleteNetworkInterfacePermission",
                "ec2:DeleteSecurityGroup",
                "ec2:RevokeSecurityGroupEgress",
                "ec2:RevokeSecurityGroupIngress"
            ],
            "Resource": "*",
            "Condition": {
                "StringLike": {
                    "ec2:ResourceTag/ManagedByAmazonSageMakerResource": "*"
                }
            }
        },
        {
            "Sid": "AllowIdcOperations",
            "Effect": "Allow",
            "Action": [
                "sso:CreateManagedApplicationInstance",
                "sso:DeleteManagedApplicationInstance",
                "sso:GetManagedApplicationInstance"
            ],
            "Resource": "*"
        },
        {
            "Sid": "AllowSagemakerProfileCreation",
            "Effect": "Allow",
            "Action": [
                "sagemaker:CreateUserProfile",
                "sagemaker:DescribeUserProfile"
            ],
            "Resource": "*"
        },
        {
            "Sid": "AllowSagemakerSpaceOperationsForCanvasManagedSpaces",
            "Effect": "Allow",
            "Action": [
                "sagemaker:CreateSpace",
                "sagemaker:DescribeSpace",
                "sagemaker:DeleteSpace",
                "sagemaker:ListTags"
            ],
            "Resource": "arn:aws:sagemaker:*:*:space/*/CanvasManagedSpace-*"
        },
        {
            "Sid": "AllowSagemakerAddTagsForAppManagedSpaces",
            "Effect": "Allow",
            "Action": [
                "sagemaker:AddTags"
            ],
            "Resource": "arn:aws:sagemaker:*:*:space/*/CanvasManagedSpace-*",
            "Condition": {
                "StringEquals": {
                    "sagemaker:TaggingAction": "CreateSpace"
                }
            }
        }
    ]
}

Amazon SageMaker AI updates to SageMaker AI Notebooks managed policies

View details about updates to Amazon managed policies for Amazon SageMaker AI since this service began tracking these changes.