Delete a feature group - Amazon SageMaker
Delete a feature group using the consoleDelete feature group example Python code
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Delete a feature group

You can use the console or the Amazon SageMaker Feature Store API to delete your feature group. The instructions on using Feature Store through the console depends on if you have enabled Studio or Studio Classic as your default experience. For more information about the differences between the two, or how to change your default, see Amazon SageMaker Studio.

The following sections provide an overview on how to delete a feature group.

Delete a feature group using the console

This section shows two ways to delete a feature group in the console, depending on your default experience: Studio or Studio Classic.

  1. Open the Studio console by following instructions in Launch Amazon SageMaker Studio Classic.

  2. Choose Data in the left navigation pane to expand the dropdown list.

  3. From the dropdown list, choose Feature Store.

  4. (Optional) To view your feature groups, choose My account. To view shared feature groups, choose Cross account.

  5. In the Feature Group Catalog tab, choose the feature group to delete under Feature group name.

  6. Choose Delete feature group.

  7. In the pop-up window, confirm deletion by entering delete in the field, then choose Delete.

  1. Open the Studio Classic console by following the instructions in Launch Amazon SageMaker Studio Classic.

  2. In the left navigation pane, choose the Home icon ( ).

  3. Choose Data.

  4. From the dropdown list, choose Feature Store.

  5. (Optional) To view your feature groups, choose My account. To view shared feature groups, choose Cross account.

  6. In the Feature Group Catalog tab, choose the feature group to delete under Feature group name.

  7. Choose Delete feature group.

  8. In the pop-up window, confirm deletion by typing delete in the field, then choose Delete.

Delete feature group example Python code

The following code uses the DeleteFeatureGroup API operation to delete your feature group using the Amazon SDK for Python (Boto3). It assumes that you've set up Feature Store and created a feature group. For more information about getting started, see Introduction to Feature Store example notebook.

import sagemaker
from sagemaker.feature_store.feature_group import FeatureGroup

sagemaker_session = sagemaker.Session()
fg_name = 'your-feature-group-name'

my_fg = FeatureGroup(name=fg_name, sagemaker_session=sagemaker_session)
my_fg.delete()