AmazonSageMakerTrainingSessionAccess

Description: Provides permissions for a caller identity to create and manage Amazon SageMaker training sessions, run training and sampling operations, use customer managed AWS KMS keys through SageMaker, pass an execution role to SageMaker, publish model packages, access public hub content, and manage SageMaker default Amazon S3 buckets.

AmazonSageMakerTrainingSessionAccess is an AWS managed policy.

Using this policy

You can attach AmazonSageMakerTrainingSessionAccess to your users, groups, and roles.

Policy details

Policy version

Policy version: v1 (default)

The policy's default version is the version that defines the permissions for the policy. When a user or role with the policy makes a request to access an AWS resource, AWS checks the default version of the policy to determine whether to allow the request.

JSON policy document

{
  "Version" : "2012-10-17",
  "Statement" : [
    {
      "Sid" : "SageMakerTrainingSessionControlPlanePermissions",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:CreateTrainingSession",
        "sagemaker:DescribeTrainingSession",
        "sagemaker:StopTrainingSession",
        "sagemaker:DeleteTrainingSession",
        "sagemaker:AddTags"
      ],
      "Resource" : "arn:aws:sagemaker:*:*:training-session/*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerTrainingSessionRuntimePermissions",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:ExecuteTrainingOperation",
        "sagemaker:GetTrainingOperationResult",
        "sagemaker:ExecuteSamplingOperation",
        "sagemaker:GetSamplingOperationResult",
        "sagemaker:SampleTrainingSession",
        "sagemaker:SampleTrainingSessionWithResponseStream"
      ],
      "Resource" : "arn:aws:sagemaker:*:*:training-session/*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerTrainingSessionRuntimeKmsPermissions",
      "Effect" : "Allow",
      "Action" : [
        "kms:Decrypt",
        "kms:GenerateDataKey"
      ],
      "Resource" : "arn:aws:kms:*:*:key/*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        },
        "StringLike" : {
          "kms:ViaService" : "sagemaker.*.amazonaws.com"
        }
      }
    },
    {
      "Sid" : "SageMakerTrainingSessionListPermissions",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:ListTrainingSessions"
      ],
      "Resource" : "*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "BearerTokenPermissions",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:CallWithBearerToken"
      ],
      "Resource" : "*",
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "PassExecutionRolePermissions",
      "Effect" : "Allow",
      "Action" : [
        "iam:PassRole"
      ],
      "Resource" : [
        "arn:aws:iam::*:role/service-role/*SageMaker*",
        "arn:aws:iam::*:role/service-role/*Sagemaker*",
        "arn:aws:iam::*:role/service-role/*sagemaker*"
      ],
      "Condition" : {
        "ArnLike" : {
          "iam:AssociatedResourceArn" : "arn:aws:sagemaker:*:*:*"
        },
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}",
          "iam:PassedToService" : [
            "training-session.sagemaker.amazonaws.com"
          ]
        }
      }
    },
    {
      "Sid" : "SageMakerTrainingSessionModelPackagePermissions",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:CreateModelPackageGroup",
        "sagemaker:DeleteModelPackage",
        "sagemaker:DescribeModelPackageGroup",
        "sagemaker:DescribeModelPackage",
        "sagemaker:ListModelPackages"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:*:model-package/*",
        "arn:aws:sagemaker:*:*:model-package-group/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "aws:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid" : "SageMakerTrainingSessionPublicHubPermissions",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:DescribeHubContent",
        "sagemaker:ListHubContents"
      ],
      "Resource" : [
        "arn:aws:sagemaker:*:aws:hub/SageMakerPublicHub",
        "arn:aws:sagemaker:*:aws:hub-content/SageMakerPublicHub/*"
      ]
    },
    {
      "Sid" : "SageMakerTrainingSessionS3Permissions",
      "Effect" : "Allow",
      "Action" : [
        "s3:CreateBucket",
        "s3:DeleteObject",
        "s3:ListBucket"
      ],
      "Resource" : [
        "arn:aws:s3:::sagemaker-*",
        "arn:aws:s3:::sagemaker-*/*"
      ],
      "Condition" : {
        "StringEquals" : {
          "s3:ResourceAccount" : "${aws:PrincipalAccount}"
        }
      }
    }
  ]
}

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