Sharing Amazon S3 data
Sharing data with other users in Amazon SageMaker Unified Studio means that you and other users can access the same data in multiple projects. There are two ways to share data with other users in Amazon SageMaker Unified Studio:
Publish Amazon S3 data to the catalog. This means that other projects can create subscription requests to request access to the data you publish. When you approve a subscription request, the other project will then have access to that data.
Share Amazon S3 data directly with consumers. This means that the data you share is available to the projects you specify right away, without needing a subscription process.
In both cases, you can track and manage access to your data in the Project catalog page of your project in Amazon SageMaker Unified Studio.
Note
Publish and subscribe for S3 Object Collection assets in Amazon SageMaker Catalog is not supported for cross-account scenarios.
Publish Amazon S3 data to the catalog
When you publish data to the Amazon SageMaker Catalog, other projects in your Amazon SageMaker Unified Studio domain can create subscription requests to request access to the data you published. When you approve a subscription request, the other project will then have access to that data.
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 your Amazon S3 connection.
On the Data page, in the side navigation, choose S3 to explore your S3 data assets.
Choose the name of the S3 folder or bucket you want to publish.
Choose Actions, then choose Publish to Catalog. A confirmation window appears.
Choose Publish to confirm that you want the S3 data to be discoverable in the Amazon SageMaker Catalog. This means that members of other projects in the domain can create subscription requests for the data asset. If you approve the subscription request, they will have access to the S3 data asset in their project.
The S3 data folder or bucket you published then appears in the Amazon SageMaker Catalog as a data asset of type S3 Object Collection.
Share Amazon S3 data directly with consumers
Sharing data directly in this way makes it so that the data you share is available to the projects you specify right away, without needing a subscription process.
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 your Amazon S3 connection.
On the Data page, in the side navigation, choose S3 to explore your S3 data assets.
Choose the name of the S3 folder or bucket you want to publish.
Choose Actions, then choose Share.
Use the dropdown to select projects that you want to share the S3 data with.
Choose Share.
The S3 data asset is then shown in the project catalog under approved subscription requests. You can choose to revoke access at any time. For more information about subscription requests, see Data discovery, subscription, and consumption.
