sample_configs/basic_datascience_platform/roles.yaml

generatePolicies:
  DataScienceAdminPolicy:
    policyDocument:
      Statement:
        # Provides basic SageMaker Studio admin permissions.
        # Suitable for managing user profiles (except for creation, which should be MDAA-managed).
        - Sid: StudioAdminAccess
          Effect: Allow
          Action:
            - sagemaker:ListUserProfiles
            - sagemaker:DescribeUserProfile
            - sagemaker:UpdateUserProfile
            - sagemaker:DeleteUserProfile
            - sagemaker:ListApps
            - sagemaker:DeleteApp
            - sagemaker:DescribeDomain
            - sagemaker:ListDomains
            - sagemaker:GetSagemakerServicecatalogPortfolioStatus
            - license-manager:ListReceivedLicenses
            - servicecatalog:ListAcceptedPortfolioShares
            - servicecatalog:DisassociatePrincipalFromPortfolio
            - iam:ListRoles
            - sagemaker:ListTags
            - sagemaker:AddTags
            - sagemaker:DeleteTags
          Resource: "*"

    suppressions:
      - id: "AwsSolutions-IAM5"
        reason: "These actions do not accept a resource or resource name not known at deployment time."

  DataScienceUserPolicy:
    policyDocument:
      Statement:
        # Provides basic S3 access for interactions via console.
        # Does not provide access to buckets/data
        - Sid: BasicS3Access
          Effect: Allow
          Action:
            - s3:ListAllMyBuckets
            - s3:GetAccountPublicAccessBlock
            - s3:GetBucketPublicAccessBlock
            - s3:GetBucketPolicyStatus
            - s3:GetBucketAcl
            - s3:ListAccessPoints
            - s3:GetBucketLocation
          Resource: "*"

        # Allows basic listing of KMS keys
        - Sid: BasicKMSAccess
          Effect: Allow
          Action:
            - kms:ListAliases
          Resource: "*"

        # Provides readonly access to Glue Catalog resources.
        # Does not provide access to underlying data.
        - Sid: BasicGlueAccess
          Effect: Allow
          Action:
            - glue:GetTable
            - glue:GetTables
            - glue:GetDatabase
            - glue:GetDataBases
            - glue:GetPartitions
            - glue:SearchTables
          Resource:
            - "arn:aws:glue:{{region}}:{{account}}:catalog"
            - "arn:aws:glue:{{region}}:{{account}}:database/*"
            - "arn:aws:glue:{{region}}:{{account}}:table/*"

        # Provides basic Athena access to facilitate
        # interactions via console.
        - Sid: BasicAthenaAccess
          Effect: Allow
          Action:
            - athena:ListWorkGroups
            - athena:ListDataCatalogs
            - athena:ListDatabases
            - athena:ListTableMetadata
            - athena:GetDataCatalog
            - athena:GetDatabase
            - athena:GetTableMetadata
          Resource: "*"

        # Provides users access to launch their own Studio
        # user profile. Each user profile has a 'userid' tag
        # associated which specifies which user owns the profile.
        - Sid: SageMakerLaunchProfileAccess
          Effect: Allow
          Action:
            - sagemaker:CreatePresignedDomainUrl
          Resource: "*"
          Condition:
            StringEquals:
              "sagemaker:ResourceTag/userid": "${aws:userid}"

    suppressions:
      - id: "AwsSolutions-IAM5"
        reason: "These actions do not accept a resource or resource name not known at deployment time."

generateRoles:
  # A data admin role which will be granted admin
  # access to deployed resources.
  data-admin:
    trustedPrincipal: this_account
    generatedPolicies:
      - DataScienceUserPolicy
      - DataScienceAdminPolicy

  # A data scientist role which will be granted user access
  # to deployed resources.
  data-scientist:
    trustedPrincipal: this_account
    generatedPolicies:
      - DataScienceUserPolicy

  # A role which will be used to launch SageMaker resources
  # on behalf of data science team members.
  team-execution:
    trustedPrincipal: service:sagemaker.amazonaws.com
    additionalTrustedPrincipals:
      - trustedPrincipal: service:ec2.amazonaws.com
      - trustedPrincipal: service:elasticmapreduce.amazonaws.com
      - trustedPrincipal: service:sagemaker.amazonaws.com
        additionalTrustedActions: ["sts:SetSourceIdentity"]
    generatedPolicies:
      - DataScienceUserPolicy