There are definitely restriction there as troubleshooted in this document.
Here are some of other restrictions that you may face - Limitations. Also here is a document to handle larger DB with different methods rather than dividing it into different files.
Hope this helps. Also to get better help from community, post here for your SQL Server IaaS questions. This is a forum for Azure SQL PaaS offerings.
Thanks
Navtej S
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