On March 31, 2026, the following preview features will be retired:
Group multiple steps as a whole to better organize complex pipelines
Compare pipeline jobs to debug failures or unexpected issues
Import data into a data labelling project
Use v2 data asset (uri_folder and mltable) in a data labelling project
Monitor data drift between training and inference
Add linked services
Monitor compute resource
After March 31, 2026, these preview features will no longer be available.
To ensure that you do not run into an issue, it is recommended to remove dependency on these features before May 31, 2026.
Detailed guidance is documented here.
If you have questions, get answers from community experts in Microsoft Q&A. If you have a support plan and you need technical help, create a support case.
Links provided herein may take you to a third-party website and are provided for convenience only. Third-party websites are subject to the third-party's terms and privacy statements.
Learn more about service retirements that may impact your resources in the Azure Retirement Workbook. Please note that retirements may not be visible in the workbook for up to two weeks after being announced.