Metadata enforcement rules for publishing - Amazon SageMaker Unified Studio

Metadata enforcement rules for publishing

The metadata enforcement rules for publishing in Amazon SageMaker Unified Studio strengthen data governance by enabling domain unit owners to establish clear metadata requirements for data producers, streamlining access requests and enhancing data governance.

The feature is supported in all the AWS commercial Regions where Amazon SageMaker Unified Studio is currently available.

Domain unit owners can can complete the following procedure to configure metadata enforcement in Amazon SageMaker Unified Studio:

  1. Navigate to Amazon SageMaker Unified Studio using the URL from your admin and log in using your SSO or AWS credentials.

  2. Choose Govern -> Domain units from the top navigation pane and then choose the domain or the domain unit that you want to work with.

  3. Choose the Rules tab and then choose Add.

  4. On the Rule configuration page, do the following and then choose Add rule:

    • Specify a name for your rule.

    • Under Action, choose Data asset and product publishing or Subscription request.

    • If you chose Subscription request, then under Required metadata forms, choose Add metadata form, choose a metadata form within the domain / domain unit that you want to add to this rule, and then choose Add. You can add up to 5 metadata forms per rule.

    • If you chose Data asset and product publishing, then under Rule requirements, choose either Metadata forms or Glossary association. If you chose Metadata forms, then under Required metadata forms, choose Add metadata form, choose a metadata form within the domain / domain unit that you want to add to this rule, and then choose Add. You can add up to 5 metadata forms per rule. If you chose Glossary association, then choose Add terms and add your glossary terms to your rule. You can add up to 5 glossary terms per rule.

    • Under Scope, specify with which data entities you want to associate these forms. You can choose data products and/or data assets.

    • Under Data asset types, specify whether the rule applies across all asset types or limit it to selected asset types.

    • Under Projects, specify whether the required forms will be associated with data products and/or assets published by all projects or only selected projects in this domain unit. Also, check Cascade rule to child domain units if you want child domain units to inherit this requirement.