Best way to read and update the azure blob storage file

I just want to update the record on a conditional basis in azure blob storage file(records are just like SQL table), so my main questions are-

• which file format should i used for this scenario to read and update the record - one record should be updated at a time
• and how I can update the record back to the blob storage file