Today we are excited to announce general availability of soft delete for Azure Storage Blobs! The feature is available in all regions, both public and private.
When turned on, soft delete enables you to save and recover your data where blobs or blob snapshots are deleted. This protection extends to blob data that is erased as the result of an overwrite.

Read about it in the Azure blog.