Hello Nayan,
Thank you for posting your query here!
When a container in Azure Storage has been soft deleted, it enters a soft deleted state for a specific retention period. All soft-deleted data is billed at the same rate as active data. You won't be charged for data that is permanently deleted after the retention period elapses.
https://learn.microsoft.com/en-us/azure/storage/blobs/soft-delete-blob-overview#pricing-and-billing
With the soft-delete option enabled in Azure, you cannot permanently delete a blob before the retention period expires. The soft-delete feature is designed to protect your data from accidental deletion. When an object is deleted or overwritten, it is retained for a specified period of time (between 1 and 365 days) during which you can restore it.
https://learn.microsoft.com/en-us/azure/storage/blobs/soft-delete-blob-manage
However, there is a workaround mentioned in a GitHub discussion. According to the discussion, you can first disable the soft-delete option, then select the Blob Containers via Microsoft Azure Storage Explorer, choose Active and deleted blobs, undelete the deleted blobs, and then remove them again. This way, the blobs are permanently deleted.
Note: Once the soft-delete option is disabled, any blobs that are deleted will be permanently deleted immediately.
Further articles for your reference: https://techcommunity.microsoft.com/t5/azure-paas-blog/azure-storage-permanent-delete-soft-deleted-objects/ba-p/3600967
https://stackoverflow.com/questions/75252310/error-while-permanent-deleting-soft-deleted-blob-through-rest-api
Additionally, if you have any suggestions for our team, the best approach is to share your feedback where it will receive more visibility, allowing the community to upvote it: https://feedback.azure.com/forums/217298-storage
I hope this helps! Please let me know if the issue persists or if you have any other questions.
Please do not forget to "Accept the answer” and “up-vote” wherever the information provided helps you, this can be beneficial to other community members.