Create column filters in Amazon SageMaker Unified Studio - Amazon SageMaker Unified Studio

Amazon SageMaker Unified Studio is in preview release and is subject to change.

Create column filters in Amazon SageMaker Unified Studio

Amazon SageMaker Unified Studio enables you to create column filters that you can use when approving subscriptions to make sure that the subscriber can only access columns of data as defined in the column filters. To create a column filter, follow the steps below:

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

  2. Choose Select project from the top navigation pane and select the project to which the asset belongs.

  3. Under Project catalog in the left side navigation, choose Assets.

  4. Make sure you are on the Inventory tab, then choose the name of the asset that you want to create a column filter for. You can add column filters if your data asset in Amazon SageMaker Unified Studio is of type AWS Glue table, Amazon Redshift table, or Amazon Redshift view. You are then brought to the asset details page.

  5. On the asset detail page, go to the Asset filters tab and then choose Add asset filter.

  6. Configure the following fields:

    • Name – the name of the filter

    • Description – the description of the filters

  7. Under filter type, choose Column.

  8. Select the columns you want to include in the filters using the check boxes for the columns in the data asset.

  9. Choose Create asset filter.