Endpoint doesn't support BlobStorageEvents or softdelete exception

While trying to do a DataPreview or debug a pipeline, i am getting the below error stating "endpoint doesn't support blobstorage events or soft delete"

I do not want to disable the soft delete

As you can see here Azure Blob Storage events, soft delete or automatic snapshot are not supported in data flows if the Azure Blob Storage linked service is created with service principal or managed identity authentication.

The recommendation is to disable Azure Blob Storage events, soft delete or automatic snapshot feature on the Azure Blob account, or use key authentication to create the linked service. Given that you do not want to lose the soft delete, you'd need to use key authentication in the setup of the linked service.