AmazonSageMakerCanvasDataPrepFullAccess

Summary

Provides full access to Amazon SageMaker resources and operations for data preparation in Canvas. The policy also provides select access to related services (e.g., S3, IAM, KMS, RDS, CloudWatch Logs, Redshift, Athena, Glue, EventBridge, Secrets Manager). This policy should be attached to the Amazon SageMaker Domain/User Profile execution role.

Permissions imported from the AWS Managed Policy Reference Guide; other sections pending editorial review.

Identity

ARN

arn:aws:iam::aws:policy/AmazonSageMakerCanvasDataPrepFullAccessCopy ARN

Default version

v4

Created

2023-10-27

Last edited

2024-08-16

Services

athena, elasticmapreduce, emr-serverless, events, glue, iam, kms, logs, rds, redshift, redshift-data, s3, sagemaker, secretsmanager

Control-plane actions (64)

By access level: 14 List, 25 Read, 3 Tagging, 22 Write.

Data-plane actions (5)

By access level: 1 List, 1 Read, 3 Write.

Excluded and conditional actions

No patterns are excluded by NotAction or Deny statements.

Resource scope and attachment

Resource scope across granted actions: mixed.

Can be attached: Yes, to users, groups and roles.

Why this tier

• Grants 27 write, tagging or permissions-management actions, short of full control of any service.
• Grants data-plane write actions on a data store, but only for scoped resources or under conditions.
• Grants iam:PassRole, but only for scoped roles or under conditions (for example iam:PassedToService).

Guidance

Pending editorial review. The permission data on this page comes straight from AWS; this section will be filled in once a reviewed guide exists.

Related policies

Same service

• AccessAnalyzerServiceRolePolicy
• AdministratorAccess-AWSElasticBeanstalk
• AmazonAppFlowFullAccess
• AmazonAppStreamServiceAccess
• AmazonAthenaFullAccess
• AmazonAugmentedAIFullAccess
• AmazonAugmentedAIHumanLoopFullAccess
• AmazonAugmentedAIIntegratedAPIAccess

Same domain

• AmazonChimeSDKMediaPipelinesServiceLinkedRolePolicy
• AmazonChimeSDKMessagingServiceRolePolicy
• AmazonDataZoneDomainExecutionRolePolicy
• AmazonDataZoneEnvironmentRolePermissionsBoundary
• AmazonDataZoneFullAccess
• AmazonDataZoneFullUserAccess
• AmazonDataZoneGlueManageAccessRolePolicy
• AmazonDataZoneProjectRolePermissionsBoundary

Frequently asked questions

Pending editorial review. The permission data on this page comes straight from AWS; this section will be filled in once a reviewed guide exists.

Policy JSON

Download policy.json

{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Sid": "SageMakerListFeatureGroupOperation",
      "Effect": "Allow",
      "Action": "sagemaker:ListFeatureGroups",
      "Resource": "*"
    },
    {
      "Sid": "SageMakerFeatureGroupOperations",
      "Effect": "Allow",
      "Action": [
        "sagemaker:CreateFeatureGroup",
        "sagemaker:DescribeFeatureGroup"
      ],
      "Resource": "arn:aws:sagemaker:*:*:feature-group/*"
    },
    {
      "Sid": "SageMakerProcessingJobOperations",
      "Effect": "Allow",
      "Action": [
        "sagemaker:CreateProcessingJob",
        "sagemaker:DescribeProcessingJob",
        "sagemaker:AddTags"
      ],
      "Resource": "arn:aws:sagemaker:*:*:processing-job/*canvas-data-prep*"
    },
    {
      "Sid": "SageMakerProcessingJobListOperation",
      "Effect": "Allow",
      "Action": "sagemaker:ListProcessingJobs",
      "Resource": "*"
    },
    {
      "Sid": "SageMakerPipelineOperations",
      "Effect": "Allow",
      "Action": [
        "sagemaker:DescribePipeline",
        "sagemaker:CreatePipeline",
        "sagemaker:UpdatePipeline",
        "sagemaker:DeletePipeline",
        "sagemaker:StartPipelineExecution",
        "sagemaker:ListPipelineExecutionSteps",
        "sagemaker:DescribePipelineExecution"
      ],
      "Resource": "arn:aws:sagemaker:*:*:pipeline/*canvas-data-prep*"
    },
    {
      "Sid": "KMSListOperations",
      "Effect": "Allow",
      "Action": "kms:ListAliases",
      "Resource": "*"
    },
    {
      "Sid": "KMSOperations",
      "Effect": "Allow",
      "Action": "kms:DescribeKey",
      "Resource": "arn:aws:kms:*:*:key/*"
    },
    {
      "Sid": "S3Operations",
      "Effect": "Allow",
      "Action": [
        "s3:GetObject",
        "s3:PutObject",
        "s3:DeleteObject",
        "s3:GetBucketCors",
        "s3:GetBucketLocation",
        "s3:AbortMultipartUpload"
      ],
      "Resource": [
        "arn:aws:s3:::*SageMaker*",
        "arn:aws:s3:::*Sagemaker*",
        "arn:aws:s3:::*sagemaker*"
      ],
      "Condition": {
        "StringEquals": {
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "S3GetObjectOperation",
      "Effect": "Allow",
      "Action": "s3:GetObject",
      "Resource": "arn:aws:s3:::*",
      "Condition": {
        "StringEqualsIgnoreCase": {
          "s3:ExistingObjectTag/SageMaker": "true"
        },
        "StringEquals": {
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "S3ListOperations",
      "Effect": "Allow",
      "Action": [
        "s3:ListBucket",
        "s3:ListAllMyBuckets"
      ],
      "Resource": "*"
    },
    {
      "Sid": "IAMListOperations",
      "Effect": "Allow",
      "Action": "iam:ListRoles",
      "Resource": "*"
    },
    {
      "Sid": "IAMGetOperations",
      "Effect": "Allow",
      "Action": "iam:GetRole",
      "Resource": "arn:aws:iam::*:role/*"
    },
    {
      "Sid": "IAMPassOperation",
      "Effect": "Allow",
      "Action": "iam:PassRole",
      "Resource": "arn:aws:iam::*:role/*",
      "Condition": {
        "StringEquals": {
          "iam:PassedToService": [
            "sagemaker.amazonaws.com",
            "events.amazonaws.com"
          ]
        }
      }
    },
    {
      "Sid": "EventBridgePutOperation",
      "Effect": "Allow",
      "Action": [
        "events:PutRule"
      ],
      "Resource": "arn:aws:events:*:*:rule/*",
      "Condition": {
        "StringEquals": {
          "aws:RequestTag/sagemaker:is-canvas-data-prep-job": "true"
        }
      }
    },
    {
      "Sid": "EventBridgeOperations",
      "Effect": "Allow",
      "Action": [
        "events:DescribeRule",
        "events:PutTargets"
      ],
      "Resource": "arn:aws:events:*:*:rule/*",
      "Condition": {
        "StringEquals": {
          "aws:ResourceTag/sagemaker:is-canvas-data-prep-job": "true"
        }
      }
    },
    {
      "Sid": "EventBridgeTagBasedOperations",
      "Effect": "Allow",
      "Action": [
        "events:TagResource"
      ],
      "Resource": "arn:aws:events:*:*:rule/*",
      "Condition": {
        "StringEquals": {
          "aws:RequestTag/sagemaker:is-canvas-data-prep-job": "true",
          "aws:ResourceTag/sagemaker:is-canvas-data-prep-job": "true"
        }
      }
    },
    {
      "Sid": "EventBridgeListTagOperation",
      "Effect": "Allow",
      "Action": "events:ListTagsForResource",
      "Resource": "*"
    },
    {
      "Sid": "GlueOperations",
      "Effect": "Allow",
      "Action": [
        "glue:GetDatabases",
        "glue:GetTable",
        "glue:GetTables",
        "glue:SearchTables"
      ],
      "Resource": [
        "arn:aws:glue:*:*:table/*",
        "arn:aws:glue:*:*:catalog",
        "arn:aws:glue:*:*:database/*"
      ]
    },
    {
      "Sid": "EMROperations",
      "Effect": "Allow",
      "Action": [
        "elasticmapreduce:DescribeCluster",
        "elasticmapreduce:ListInstanceGroups"
      ],
      "Resource": "arn:aws:elasticmapreduce:*:*:cluster/*"
    },
    {
      "Sid": "EMRListOperation",
      "Effect": "Allow",
      "Action": "elasticmapreduce:ListClusters",
      "Resource": "*"
    },
    {
      "Sid": "AthenaListDataCatalogOperation",
      "Effect": "Allow",
      "Action": "athena:ListDataCatalogs",
      "Resource": "*"
    },
    {
      "Sid": "AthenaQueryExecutionOperations",
      "Effect": "Allow",
      "Action": [
        "athena:GetQueryExecution",
        "athena:GetQueryResults",
        "athena:StartQueryExecution",
        "athena:StopQueryExecution"
      ],
      "Resource": "arn:aws:athena:*:*:workgroup/*"
    },
    {
      "Sid": "AthenaDataCatalogOperations",
      "Effect": "Allow",
      "Action": [
        "athena:ListDatabases",
        "athena:ListTableMetadata"
      ],
      "Resource": "arn:aws:athena:*:*:datacatalog/*"
    },
    {
      "Sid": "RedshiftOperations",
      "Effect": "Allow",
      "Action": [
        "redshift-data:DescribeStatement",
        "redshift-data:CancelStatement",
        "redshift-data:GetStatementResult"
      ],
      "Resource": "*"
    },
    {
      "Sid": "RedshiftArnBasedOperations",
      "Effect": "Allow",
      "Action": [
        "redshift-data:ExecuteStatement",
        "redshift-data:ListSchemas",
        "redshift-data:ListTables"
      ],
      "Resource": "arn:aws:redshift:*:*:cluster:*"
    },
    {
      "Sid": "RedshiftGetCredentialsOperation",
      "Effect": "Allow",
      "Action": "redshift:GetClusterCredentials",
      "Resource": [
        "arn:aws:redshift:*:*:dbuser:*/sagemaker_access*",
        "arn:aws:redshift:*:*:dbname:*"
      ]
    },
    {
      "Sid": "SecretsManagerARNBasedOperation",
      "Effect": "Allow",
      "Action": "secretsmanager:CreateSecret",
      "Resource": "arn:aws:secretsmanager:*:*:secret:AmazonSageMaker-*"
    },
    {
      "Sid": "SecretManagerTagBasedOperation",
      "Effect": "Allow",
      "Action": [
        "secretsmanager:DescribeSecret",
        "secretsmanager:GetSecretValue"
      ],
      "Resource": "arn:aws:secretsmanager:*:*:secret:AmazonSageMaker-*",
      "Condition": {
        "StringEquals": {
          "aws:ResourceTag/SageMaker": "true",
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "RDSOperation",
      "Effect": "Allow",
      "Action": "rds:DescribeDBInstances",
      "Resource": "*"
    },
    {
      "Sid": "LoggingOperation",
      "Effect": "Allow",
      "Action": [
        "logs:CreateLogGroup",
        "logs:CreateLogStream",
        "logs:PutLogEvents"
      ],
      "Resource": "arn:aws:logs:*:*:log-group:/aws/sagemaker/studio:*"
    },
    {
      "Sid": "EMRServerlessCreateApplicationOperation",
      "Effect": "Allow",
      "Action": "emr-serverless:CreateApplication",
      "Resource": "arn:aws:emr-serverless:*:*:/*",
      "Condition": {
        "StringEquals": {
          "aws:RequestTag/sagemaker:is-canvas-resource": "True",
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "EMRServerlessListApplicationOperation",
      "Effect": "Allow",
      "Action": "emr-serverless:ListApplications",
      "Resource": "arn:aws:emr-serverless:*:*:/*",
      "Condition": {
        "StringEquals": {
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "EMRServerlessApplicationOperations",
      "Effect": "Allow",
      "Action": [
        "emr-serverless:UpdateApplication",
        "emr-serverless:GetApplication"
      ],
      "Resource": "arn:aws:emr-serverless:*:*:/applications/*",
      "Condition": {
        "StringEquals": {
          "aws:ResourceTag/sagemaker:is-canvas-resource": "True",
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "EMRServerlessStartJobRunOperation",
      "Effect": "Allow",
      "Action": "emr-serverless:StartJobRun",
      "Resource": "arn:aws:emr-serverless:*:*:/applications/*",
      "Condition": {
        "StringEquals": {
          "aws:RequestTag/sagemaker:is-canvas-resource": "True",
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "EMRServerlessListJobRunOperation",
      "Effect": "Allow",
      "Action": "emr-serverless:ListJobRuns",
      "Resource": "arn:aws:emr-serverless:*:*:/applications/*",
      "Condition": {
        "StringEquals": {
          "aws:ResourceTag/sagemaker:is-canvas-resource": "True",
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "EMRServerlessJobRunOperations",
      "Effect": "Allow",
      "Action": [
        "emr-serverless:GetJobRun",
        "emr-serverless:CancelJobRun"
      ],
      "Resource": "arn:aws:emr-serverless:*:*:/applications/*/jobruns/*",
      "Condition": {
        "StringEquals": {
          "aws:ResourceTag/sagemaker:is-canvas-resource": "True",
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "EMRServerlessTagResourceOperation",
      "Effect": "Allow",
      "Action": "emr-serverless:TagResource",
      "Resource": "arn:aws:emr-serverless:*:*:/*",
      "Condition": {
        "StringEquals": {
          "aws:RequestTag/sagemaker:is-canvas-resource": "True",
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    },
    {
      "Sid": "IAMPassOperationForEMRServerless",
      "Effect": "Allow",
      "Action": "iam:PassRole",
      "Resource": [
        "arn:aws:iam::*:role/service-role/AmazonSageMakerCanvasEMRSExecutionAccess-*",
        "arn:aws:iam::*:role/AmazonSageMakerCanvasEMRSExecutionAccess-*"
      ],
      "Condition": {
        "StringEquals": {
          "iam:PassedToService": "emr-serverless.amazonaws.com",
          "aws:ResourceAccount": "${aws:PrincipalAccount}"
        }
      }
    }
  ]
}

Version history

Current version v4, edited by AWS on 2024-08-16. Version history is recorded from 2026-11-11. Earlier versions are in the IAM console under Policy versions.

Attach snippets

aws iam attach-role-policy --role-name ROLE_NAME --policy-arn arn:aws:iam::aws:policy/AmazonSageMakerCanvasDataPrepFullAccess
aws iam attach-user-policy --user-name USER_NAME --policy-arn arn:aws:iam::aws:policy/AmazonSageMakerCanvasDataPrepFullAccess
aws iam attach-group-policy --group-name GROUP_NAME --policy-arn arn:aws:iam::aws:policy/AmazonSageMakerCanvasDataPrepFullAccess

Resources:
  ExampleRole:
    Type: AWS::IAM::Role
    Properties:
      AssumeRolePolicyDocument: {}  # replace with your trust policy
      ManagedPolicyArns:
        - arn:aws:iam::aws:policy/AmazonSageMakerCanvasDataPrepFullAccess

resource "aws_iam_role_policy_attachment" "amazonsagemakercanvasdataprepfullaccess" {
  role       = aws_iam_role.example.name
  policy_arn = "arn:aws:iam::aws:policy/AmazonSageMakerCanvasDataPrepFullAccess"
}

role.addManagedPolicy(
  iam.ManagedPolicy.fromAwsManagedPolicyName("AmazonSageMakerCanvasDataPrepFullAccess"),
);

Sources

Pending editorial review. No editorial sources are listed yet.

• Official AWS reference for AmazonSageMakerCanvasDataPrepFullAccess
• Report a data issue