Amazon SageMaker Unified Studio is in preview release and is subject to change.
Publishing data in Amazon SageMaker Lakehouse
After you have added data in Amazon SageMaker Lakehouse, you can publish the data to share it with other users in Amazon SageMaker Unified Studio. Data that is published is viewable as an asset in the project catalog and the Amazon SageMaker Catalog, and other users can create subscription requests in the Amazon SageMaker Catalog to include that data in their projects.
To publish data in Amazon SageMaker Lakehouse, complete the following steps:
Navigate to Amazon SageMaker Unified Studio using the URL from your admin and log in using your SSO or AWS credentials.
-
Navigate to the project that contains the data that you want to publish in Amazon SageMaker Lakehouse. To do this, use the center menu at the top of the landing page and choose Browse all projects, then choose the name of the project that you want to navigate to.
-
In the center menu, choose Data. This takes you to the Data page.
-
Expand the catalog in the data navigation to view the list of databases in Amazon SageMaker Lakehouse, then choose a database.
-
From a selected database, choose a table.
-
Expand the Actions menu, then choose Publish to catalog.
-
Confirm the action in the pop-up window by choosing Publish to catalog.
Amazon SageMaker Unified Studio then fetches metadata for the asset. After a few minutes, the metadata is fetched and a success message appears.
-
(Optional) Choose View details to view the asset in the project catalog.
When it is successfully published you can view it in the Assets section of the project catalog and users in other projects can subscribe to it from the Amazon SageMaker Catalog.
You can use the project catalog to re-publish the data if you make changes, or to unpublish the data from Amazon SageMaker Catalog. For more information, see Data inventory and publishing.
