AmazonMachineLearningRoleforRedshiftDataSourceV3

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Summary

Allows Machine Learning to configure and use your Redshift Clusters and S3 Staging Locations for Redshift Data Source.

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

Identity

ARN: arn:aws:iam::aws:policy/service-role/AmazonMachineLearningRoleforRedshiftDataSourceV3
Default version: v1
Created: 2020-06-24
Last edited: 2020-06-24
Services: ec2, redshift, s3

Control-plane actions (14)

By access level: 3 List, 1 Permissions management, 3 Read, 7 Write.

Control-plane actions by service
Service	Granted	Access levels and limits	Granted by
EC2	5 of 834	2 List, 3 Write; 0 restricted, 0 conditional	ec2:AuthorizeSecurityGroupIngress, ec2:CreateSecurityGroup, ec2:DescribeInternetGateways, ec2:DescribeSecurityGroups, ec2:RevokeSecurityGroupIngress
Redshift	6 of 167	1 List, 1 Read, 4 Write; 0 restricted, 0 conditional	redshift:AuthorizeClusterSecurityGroupIngress, redshift:CreateClusterSecurityGroup, redshift:DescribeClusterSecurityGroups, redshift:DescribeClusters, redshift:ModifyCluster, redshift:RevokeClusterSecurityGroupIngress
S3	3 of 155	1 Permissions management, 2 Read; 3 restricted, 0 conditional	s3:GetBucketLocation, s3:GetBucketPolicy, s3:PutBucketPolicy

EC2: 5 actions

ec2:AuthorizeSecurityGroupIngress (Write)
ec2:CreateSecurityGroup (Write)
ec2:DescribeInternetGateways (List)
ec2:DescribeSecurityGroups (List)
ec2:RevokeSecurityGroupIngress (Write)

Redshift: 6 actions

redshift:AuthorizeClusterSecurityGroupIngress (Write)
redshift:CreateClusterSecurityGroup (Write)
redshift:DescribeClusterSecurityGroups (Read)
redshift:DescribeClusters (List)
redshift:ModifyCluster (Write)
redshift:RevokeClusterSecurityGroupIngress (Write)

S3: 3 actions

s3:GetBucketLocation (Read)
s3:GetBucketPolicy (Read)
s3:PutBucketPolicy (Permissions management)

Data-plane actions (2)

By access level: 1 Read, 1 Write.

Data-plane actions by service
Service	Granted	Access levels and limits	Granted by
S3	2 of 25	1 Read, 1 Write; 2 restricted, 0 conditional	s3:GetObject, s3:PutObject

S3: 2 actions

s3:GetObject (Read)
s3:PutObject (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 9 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.

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.

Same service

Same domain

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": [
    {
      "Effect": "Allow",
      "Action": [
        "ec2:AuthorizeSecurityGroupIngress",
        "ec2:CreateSecurityGroup",
        "ec2:DescribeInternetGateways",
        "ec2:DescribeSecurityGroups",
        "ec2:RevokeSecurityGroupIngress",
        "redshift:AuthorizeClusterSecurityGroupIngress",
        "redshift:CreateClusterSecurityGroup",
        "redshift:DescribeClusters",
        "redshift:DescribeClusterSecurityGroups",
        "redshift:ModifyCluster",
        "redshift:RevokeClusterSecurityGroupIngress"
      ],
      "Resource": "*"
    },
    {
      "Effect": "Allow",
      "Action": [
        "s3:PutBucketPolicy",
        "s3:GetBucketLocation",
        "s3:GetBucketPolicy",
        "s3:GetObject",
        "s3:PutObject"
      ],
      "Resource": "arn:aws:s3:::amazon-machine-learning*"
    }
  ]
}

Version history

Current version v1, edited by AWS on 2020-06-24. Version history is recorded from 2026-11-11. Earlier versions are in the IAM console under Policy versions.

Attach snippets

AWS CLI

aws iam attach-role-policy --role-name ROLE_NAME --policy-arn arn:aws:iam::aws:policy/service-role/AmazonMachineLearningRoleforRedshiftDataSourceV3
aws iam attach-user-policy --user-name USER_NAME --policy-arn arn:aws:iam::aws:policy/service-role/AmazonMachineLearningRoleforRedshiftDataSourceV3
aws iam attach-group-policy --group-name GROUP_NAME --policy-arn arn:aws:iam::aws:policy/service-role/AmazonMachineLearningRoleforRedshiftDataSourceV3

CloudFormation

Resources:
  ExampleRole:
    Type: AWS::IAM::Role
    Properties:
      AssumeRolePolicyDocument: {}  # replace with your trust policy
      ManagedPolicyArns:
        - arn:aws:iam::aws:policy/service-role/AmazonMachineLearningRoleforRedshiftDataSourceV3

Terraform

resource "aws_iam_role_policy_attachment" "service_role_amazonmachinelearningroleforredshiftdatasourcev3" {
  role       = aws_iam_role.example.name
  policy_arn = "arn:aws:iam::aws:policy/service-role/AmazonMachineLearningRoleforRedshiftDataSourceV3"
}

CDK (TypeScript)

role.addManagedPolicy(
  iam.ManagedPolicy.fromAwsManagedPolicyName("service-role/AmazonMachineLearningRoleforRedshiftDataSourceV3"),
);

Sources

Pending editorial review. No editorial sources are listed yet.