Amazon Redshift is a strong cloud-based knowledge warehouse that organizations can use to research each structured and semi-structured knowledge by way of superior SQL queries. As a completely managed service, it gives excessive efficiency and scalability whereas permitting safe entry to the information saved within the knowledge warehouse. Organizations worldwide depend on Amazon Redshift to deal with huge datasets, improve their analytics capabilities, and ship precious enterprise intelligence to their stakeholders.
AWS IAM Identification Middle serves as the popular platform for controlling workforce entry to AWS instruments, together with Amazon Q Developer. It permits for a single connection to your current id supplier (IdP), making a unified view of customers throughout AWS functions and making use of trusted id propagation for a easy and constant expertise.
You may entry knowledge in Amazon Redshift utilizing native customers or exterior customers. A neighborhood consumer in Amazon Redshift is a database consumer account that’s created and managed instantly throughout the Redshift cluster itself. Amazon Redshift additionally integrates with IAM Identification Middle, and helps trusted id propagation, so you should use third-party IdPs resembling Microsoft Entra ID (Azure AD), Okta, Ping, OneLogin, or use IAM Identification Middle as an id supply. The IAM Identification Middle integration with Amazon Redshift helps centralized authentication and SSO capabilities, simplifying entry administration throughout multi-account environments. As organizations develop in scale, it is suggested to make use of exterior customers for cross-service integration and centralized entry administration.
On this put up, we stroll you thru the method of easily migrating your native Redshift consumer administration to IAM Identification Middle customers and teams utilizing the RedshiftIDCMigration utility.
Answer overview
The next diagram illustrates the answer structure.
The RedshiftIDCMigration utility accelerates the migration of your native Redshift customers, teams, and roles to your IAM Identification Middle occasion by performing the next actions:
- Create customers in IAM Identification Middle for each native consumer in a given Redshift occasion.
- Create teams in IAM Identification Middle for each group or position in a given Redshift occasion.
- Assign customers to teams in IAM Identification Middle in accordance with current assignments within the Redshift occasion.
- Create IAM Identification Middle roles within the Redshift occasion matching the teams created in IAM Identification Middle.
- Grant permissions to IAM Identification Middle roles within the Redshift occasion primarily based on the present permissions given to native teams and roles.
Conditions
Earlier than operating the utility, full the next stipulations:
- Allow IAM Identification Middle in your account.
- Comply with the steps within the put up Combine Identification Supplier (IdP) with Amazon Redshift Question Editor V2 and SQL Consumer utilizing AWS IAM Identification Middle for seamless Single Signal-On (particularly, comply with Steps 1–8, skipping Steps 4 and 6).
- Configure the IAM Identification Middle utility assignments:
- On the IAM Identification Middle console, select Utility Assignments and Functions.
- Choose your utility and on the Actions dropdown menu, select Edit particulars.
- For Person and group assignments, select Don’t require assignments. This setting makes it attainable to check Amazon Redshift connectivity with out configuring particular knowledge entry permissions.
- Configure IAM Identification Middle authentication with administrative entry from both Amazon Elastic Compute Cloud (Amazon EC2) or AWS CloudShell.
The utility will probably be run from both an EC2 occasion or CloudShell. When you’re utilizing an EC2 occasion, an IAM position is hooked up to the occasion. Guarantee that the IAM position used in the course of the execution has the next permissions (if not, create a brand new coverage with these permissions and connect it to the IAM position):
- Amazon Redshift permissions (for serverless):
- Amazon Redshift permissions (for provisioned):
- Identification retailer permissions:
Artifacts
Obtain the next utility artifacts from the GitHub repo:
- idc_redshift_unload_indatabase_groups_roles_users.py – A Python script to unload customers, teams, roles and their associations.
- redshift_unload.ini – The config file used within the previous script to learn Redshift knowledge warehouse particulars and Amazon S3 places to unload the recordsdata.
- idc_add_users_groups_roles_psets.py – A Python script to create customers and teams in IAM Identification Middle, after which affiliate the customers to teams in IAM Identification Middle.
- idc_config.ini – The config file used within the previous script to learn IAM Identification Middle particulars.
- vw_local_ugr_to_idc_urgr_priv.sql – A script that generates SQL statements that carry out two duties in Amazon Redshift:
- Create roles that precisely match your IAM Identification Middle group names, including a specified prefix.
- Grant acceptable permissions to those newly created Redshift roles.
Testing state of affairs
This take a look at case is designed to supply sensible expertise and familiarize you with the utility’s performance. The state of affairs is structured round a hierarchical nested roles system, beginning with object-level permissions assigned to technical roles. These technical roles are then allotted to enterprise roles. Lastly, enterprise roles are granted to particular person customers. To reinforce the testing atmosphere, the state of affairs additionally incorporates a consumer group.The next diagram illustrates this hierarchy.
Create datasets
Arrange two separate schemas (tickit
and tpcds
) in a Redshift database utilizing the create schema command. Then, create and populate just a few tables in every schema utilizing the tickit and tpcds pattern datasets.
Specify the suitable IAM position Amazon Useful resource Identify (ARN) within the copy instructions if vital.
Create customers
Create customers with the next code:
Create enterprise roles
Create enterprise customers with the next code:
Create technical roles
Create technical roles with the next code:
Create teams
Create teams with the next code:
Grant rights to technical roles
To grant rights to the technical roles, use the next code:
Grant technical roles to enterprise roles
To grant the technical roles to the enterprise roles, use the next code:
Grant enterprise roles to customers
To grant the enterprise roles to customers, use the next code:
Grant rights to teams
To grant rights to the teams, use the next code:
Add customers to teams
So as to add customers to the teams, use the next code:
Deploy the answer
Full the next steps to deploy the answer:
- Replace Redshift cluster or serverless endpoint particulars and Amazon S3 location in
redshift_unload.ini
:- cluster_type =
provisioned
orserverless
- cluster_id =
${cluster_identifier}
(required ifcluster_type
isprovisioned
) - db_user =
${database_user}
- db_name =
${database_name}
- host =
${host_url}
(required ifcluster_type
isprovisioned
) - port =
${port_number}
- workgroup_name =
${workgroup_name}
(required ifcluster_type
isserverless
) - area =
${area}
- s3_bucket =
${S3_bucket_name}
- roles =
roles.csv
- customers =
customers.csv
- role_memberships =
role_memberships.csv
- cluster_type =
- Replace IAM Identification Middle particulars in
idc_config.ini
:- area =
${area}
- account_id =
${account_id}
- identity_store_id =
${identity_store_id}
(accessible on the IAM Identification Middle console Settings web page) - instance_arn =
${iam_identity_center_instance_arn}
(accessible on the IAM Identification Middle console Settings web page) - permission_set_arn =
${permission_set_arn}
- assign_permission_set =
True
orFalse
(True
ifpermission_set_arn
is outlined) - s3_bucket =
${S3_bucket_name}
- users_file =
customers.csv
- roles_file =
roles.csv
- role_memberships_file =
role_memberships.csv
- area =
- Create a listing in CloudShell or by yourself EC2 occasion with connectivity to Amazon Redshift.
- Copy the 2 .ini recordsdata and obtain the Python scripts to that listing.
- Run
idc_redshift_unload_indatabase_groups_roles_users.py
both from CloudShell or your EC2 occasion:python idc_redshift_unload_indatabase_groups_roles_users.py
- Run
idc_add_users_groups_roles_psets.py
both from CloudShell or your EC2 occasion:python idc_add_users_groups_roles_psets.py
- Join your Redshift cluster utilizing the Amazon Redshift question editor v2 or most well-liked SQL consumer, utilizing superuser credentials.
- Copy the SQL within the
vw_local_ugr_to_idc_urgr_priv.sql
file and run it within the question editor to create thevw_local_ugr_to_idc_urgr_priv
view. - Run following SQL command to generate the SQL statements for creating roles and permissions:
For instance, think about the next current grants:
These grants are transformed to the next code:
- Overview the statements within the
idc_based_grants
column.
This may not be a complete record of permissions, so overview them fastidiously. - If all the things is appropriate, run the statements from the SQL consumer.
When you could have accomplished the method, it’s best to have the next configuration:
- IAM Identification Middle now accommodates newly created customers from Amazon Redshift
- The Redshift native teams and roles are created as teams in IAM Identification Middle
- New roles are established in Amazon Redshift, similar to the teams created in IAM Identification Middle
- The newly created Redshift roles are assigned acceptable permissions
When you encounter a difficulty whereas connecting to Amazon Redshift with the question editor utilizing IAM Identification Middle, consult with Troubleshooting connections from Amazon Redshift question editor v2.
Concerns
Think about the next when utilizing this answer:
- On the time of writing, creating permissions in AWS Lake Formation will not be in scope.
- IAM Identification Middle and IdP integration setup is out of scope for this utility. Nevertheless, you should use the view
vw_local_ugr_to_idc_urgr_priv.sql
to create roles and grant permissions to the IdP customers and teams handed by way of IAM Identification Middle. - When you have permissions given on to native consumer IDs (not utilizing teams or roles), you have to change that to a role-based permission method for IAM Identification Middle integration. Create roles and supply permissions utilizing roles as a substitute of instantly giving permissions to customers.
Clear up
When you have accomplished the testing state of affairs, clear up your atmosphere:
- Take away the brand new Redshift roles that had been created by the utility, similar to the teams established in IAM Identification Middle.
- Delete the customers and teams created by the utility inside IAM Identification Middle.
- Delete the customers, teams, and roles specified within the testing state of affairs.
- Drop the
tickit
andtpcds
schemas.
You should utilize the FORCE parameter when dropping the roles to take away related assignments.
Conclusion
On this put up, we confirmed find out how to migrate your Redshift native consumer administration to IAM Identification Middle. This transition affords a number of key benefits to your group, resembling simplified entry administration by way of centralized consumer and group administration, a streamlined consumer expertise throughout AWS providers, and lowered administrative overhead. You may implement this migration course of step-by-step, so you possibly can take a look at and validate every step earlier than absolutely transitioning your manufacturing atmosphere.
As organizations proceed to scale their AWS infrastructure, utilizing IAM Identification Middle turns into more and more precious for sustaining safe and environment friendly entry administration, together with Amazon SageMaker Unified Studio for an built-in expertise for all of your knowledge and AI.
Concerning the authors