Help Center> DataArts Studio> Best Practices> Authorizing Users to Use DataArts Studio by Complying with the Principle of Least Privilege

Updated on 2024-05-09 GMT+08:00

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Authorizing Users to Use DataArts Studio by Complying with the Principle of Least Privilege

Scenario and Objectives

A data operations engineer is responsible for monitoring data quality and only needs the operation permissions of the DataArts Quality component of .

Figure 1 Permission system

Figure 1 shows the permission system of . If the project administrator assigns the DAYU User system role and workspace developer role to the IAM account of the data operations engineer, the following risks arise:

Excessive permissions of dependent services: is a platform service that depends on other services such as MRS and GaussDB(DWS). The DAYU User system role has the administrator permissions of these dependent services. If the DAYU User role is assigned to the IAM account of the data operations engineer, the IAM account also has the administrator permissions of the dependent services.

To resolve this problem, the project administrator can configure the least privilege which meets requirements while avoiding excessive permissions.

Assign the DAYU User system role to the IAM account of the data operations engineer, delete permissions of dependent services from the IAM account, and grant the minimum permissions to the IAM account.

Procedure

Creating a User Group and Assigning the DAYU User Role to the Group: Create a user group for the IAM account of the data operations engineer and assign the DAYU User role to the user group.
Deleting Permissions of Dependent Services from the User Group and Configuring Minimum Permissions: Delete the default administrator permissions of dependent services from the user group and configure the minimum permissions.
Creating an IAM User and Adding It to the User Group: Create an IAM user for the data operations engineer and add the user to the user group.
Adding a Workspace Member and Assigning a Role: Add the created IAM user to the workspace and assign the role to the user.
Logging In to the Console and Verifying Permissions: Log in to the console as the created user and check whether the permission configuration meets expectations.

Creating a User Group and Assigning the DAYU User Role to the Group

Log in to the IAM console using the a Huawei account.
In the navigation pane, choose User Groups. In the upper right corner of the User Groups page, click Create User Group.

Figure 2 Creating a user group
On the displayed page, enter the user group name DQC.

Figure 3 Entering the user group name
Click OK. The created user group is displayed in the user group list.

You can create a maximum of 20 user groups. If this quota does not meet your requirements, you can apply for a higher quota. For details, see How Do I Increase My Quota?.
In the user group list, click Authorize in the row that contains the newly created user group.

Figure 4 Going to the user group authorization page
Enter DAYU User in the search box, select the system role, and click Next.

Figure 5 Assigning a role

Do not select the DAYU Administrator role because it has all the execution permissions on DataArts Studio and is not controlled by the workspace permissions.
Select Region-specific projects for Scope and select projects. Then click OK.

DataArts Studio is a project-level service deployed in specific physical regions. If you select All resources for Scope, the permission takes effect in all projects of all regions. If you select Region-specific projects for Scope, the permission takes effect only for a specified project. When accessing DataArts Studio, the IAM user must switch to the region where they have been assigned the required permissions.

Figure 6 Setting the scope

Deleting Permissions of Dependent Services from the User Group and Configuring Minimum Permissions

In the left navigation pane on the IAM console, choose User Groups. On the User Groups page, click the DQC user group to go to the user group details page.

Figure 7 Accessing the user group details page
On the Permissions tab page, change the number of records displayed to 20 to show all the 14 records. Select all the permissions except DAYU User and click Delete above the list.

Figure 8 Deleting permissions of dependent services
Return to the homepage of the IAM console and choose Permissions > Policies/Roles. In the upper right corner of the displayed page, click Create Custom Policy.

Figure 9 Creating a custom policy

On the Create Custom Policy page, select JSON for Policy View and create custom policies DataArtsStudio_PermissionsOfDependentServices_global and DataArtsStudio_PermissionsOfDependentServices_region.

You cannot create a custom policy for both a global dependent service and a regional dependent service. Instead, you must create two separate policies.
The policy content is the minimum permissions of the services on which DataArts Studio components depend. For details, see DataArts Studio Permissions Management.

Figure 10 Creating a custom policy

DataArtsStudio_PermissionsOfDependentServices_global: custom policy for a global dependent cloud service

{
    "Version": "1.1",
    "Statement": [
        {
            "Effect": "Allow",
            "Action": [
                "obs:object:GetObject",
                "obs:object:PutObject",
                "obs:object:DeleteObject",
                "obs:bucket:GetBucketStorage",
                "obs:bucket:GetBucketLocation",
                "obs:bucket:ListAllMyBuckets",
                "obs:bucket:ListBucket",
                "obs:bucket:ListBucketVersions",
                "obs:bucket:CreateBucket",
                "obs:bucket:DeleteBucket",
                "rms:resources:list",
                "iam:agencies:listAgencies"
            ]
        }
    ]
}

DataArtsStudio_PermissionsOfDependentServices_region: custom policy for a regional dependent cloud service

{
    "Version": "1.1",
    "Statement": [
        {
            "Effect": "Allow",
            "Action": [
                "cdm:cluster:get",
                "cdm:cluster:list",
                "cdm:cluster:create",
                "cdm:link:operate",
                "cdm:job:operate",
                "ces:*:get",
                "ces:*:list",
                "cloudtable:*:get",
                "cloudtable:*:list",
		"css:*:get",
                "css:*:list",
                "dis:streams:list",
                "dis:transferTasks:list",
                "dli:queue:submitJob",
                "dli:queue:cancelJob",
                "dli:table:insertOverwriteTable",
                "dli:table:insertIntoTable",
                "dli:table:alterView",
                "dli:table:alterTableRename",
                "dli:table:compaction",
                "dli:table:truncateTable",
                "dli:table:alterTableDropColumns",
                "dli:table:alterTableSetProperties",
                "dli:table:alterTableChangeColumn",
                "dli:table:showSegments",
                "dli:table:alterTableRecoverPartition",
                "dli:table:dropTable",
                "dli:table:update",
                "dli:table:alterTableDropPartition",
                "dli:table:alterTableAddPartition",
                "dli:table:alterTableAddColumns",
                "dli:table:alterTableRenamePartition",
                "dli:table:delete",
                "dli:table:alterTableSetLocation",
                "dli:table:describeTable",
                "dli:table:showPartitions",
                "dli:table:showCreateTable",
                "dli:table:showTableProperties",
                "dli:table:select",
                "dli:resource:updateResource",
                "dli:resource:useResource",
                "dli:resource:getResource",
                "dli:resource:listAllResource",
                "dli:resource:deleteResource",
                "dli:database:explain",
                "dli:database:createDatabase",
                "dli:database:dropFunction",
                "dli:database:createFunction",
                "dli:database:displayAllDatabases",
		"dli:database:displayAllTables",
                "dli:database:displayDatabase",
                "dli:database:describeFunction",
                "dli:database:createView",
                "dli:database:createTable",
                "dli:database:showFunctions",
                "dli:database:dropDatabase",
                "dli:group:useGroup",
                "dli:group:updateGroup",
                "dli:group:listAllGroup",
                "dli:group:getGroup",
                "dli:group:deleteGroup",
                "dli:column:select",
                "dli:jobs:start",
                "dli:jobs:export",
                "dli:jobs:update",
                "dli:jobs:list",
                "dli:jobs:listAll",
                "dli:jobs:get",
                "dli:jobs:delete",
                "dli:jobs:create",
                "dli:jobs:stop",
		"dli:variable:update",
		"dli:variable:delete",
                "dws:cluster:list",
                "dws:cluster:getDetail",
                "dws:openAPICluster:getDetail",
                "ecs:servers:get",
		"ecs:servers:list",	
                "ecs:servers:stop",
                "ecs:servers:start",
		"ecs:flavors:get",
                "ecs:cloudServerFlavors:get",
                "ecs:cloudServers:list",
                "ecs:availabilityZones:list", 
                "ges:graph:access",
                "ges:metadata:create",
                "ges:jobs:list",
                "ges:graph:operate",
                "ges:jobs:getDetail",
                "ges:graph:getDetail",
                "ges:graph:list",
                "ges:metadata:list",
                "ges:metadata:getDetail",
                "ges:metadata:delete",
                "ges:metadata:operate",
                "kms:cmk:get",
                "kms:cmk:list",
                "kms:cmk:create",
                "kms:cmk:decrypt",
                "kms:cmk:encrypt",
                "kms:dek:create",
                "kms:dek:encrypt",
                "kms:dek:decrypt",
                "mrs:cluster:get",
                "mrs:cluster:list",
                "mrs:job:get",
                "mrs:job:list",
                "mrs:job:submit",
                "mrs:job:stop",
                "mrs:job:delete",
                "mrs:sql:execute",
                "mrs:sql:cancel",
                "rds:*:get",
                "rds:*:list",
                "smn:topic:publish",
                "smn:topic:list",
		"vpc:publicIps:list",
                "vpc:publicIps:get",
                "vpc:vpcs:get",
                "vpc:vpcs:list",
                "vpc:subnets:get",
                "vpc:securityGroups:get",
                "vpc:firewalls:list",
                "vpc:routeTables:list",
                "vpc:subNetworkInterfaces:list"
            ]
        }
    ]
}

Go to the User Groups page again, locate the DQC user group, and click Authorize in the Operation column. Select Policies/Roles for Authorization Model and select the following system roles and custom policies:
- System roles: DIS Operator and DIS User
- Custom policy DataArtsStudio_PermissionsOfDependentServices_global
- Custom policy DataArtsStudio_PermissionsOfDependentServices_region
The image read permission of SWR is required only when a custom image is selected for a DLI Spark node of a job in DataArts Factory. The account administrator is advised to grant permissions to users through image authorization. (Log in to the SWR console as the SWR administrator, choose My Images in the navigation pane on the left, access the details page of the required custom image, and grant the read permission of the image to users.) Otherwise, you need to grant the SWR Administrator permissions to users.

Figure 11 Configuring minimum permissions for the user group
After the authorization is successful, the minimum permissions have been configured for dependent services.

Creating an IAM User and Adding It to the User Group

On the IAM console, choose Users from the navigation pane on the left and click Create User in the upper right corner.

Figure 12 Creating a user
On the Set User Details page, set the following parameters and click Next in the lower right corner.
- User Details: Enter DataArts Studio-DQC for Username.
- Access Type: Select Programmatic access and Management console access.
  
  An IAM user can pass the authentication and access DataArts Studio through an API or SDK only if Programmatic access is selected for Access Type during the creation of the IAM user.
- Credential Type: Select Access key and Password. You are advised to select Set now for Password.
- Login Protection: Set this parameter as required. Generally, this function does not need to be enabled.
  Figure 13 Configuring user information
Select the DQC user group and click Create in the lower right corner of the page.

Figure 14 Create
Return to the user list to view the created user.

Figure 15 Successful creation

Adding a Workspace Member and Assigning a Role

Log in to the DataArts Studio console using the a Huawei account and click the Workspaces tab.

Figure 16 Workspaces page
Locate the target workspace and click Edit.

Figure 17 Editing a workspace
In the displayed Workspace Information page, click Add.

Figure 18 Adding a member
Add the create IAM user to the workspace and click OK.
- Account Type: Select Add User.
- Member Account: Select the IAM user created in Creating an IAM User and Adding It to the User Group.
- Role: Select the role.
  
  Figure 19 Adding a member
After added to the workspace, the IAM user has operation permissions of DataArts Quality and view permissions of other components.

Logging In to the Console and Verifying Permissions

Log in to the Huawei Cloud console as the IAM user created in Creating an IAM User and Adding It to the User Group and switch to the region where the user has been granted permissions.
Choose Service List > DataArts Studio. Locate a DataArts Studio instance and click Access. Check whether the workspace list is displayed.
Access the workspace to which the current user has been added, access each component (such as Management Center and DataArts Quality), and check whether you can perform operations in DataArts Quality.