Arun Sirpal shows a query editor is now available with Azure SQL Database from the Azure portal:
This is in public preview and you can do the following:
Query dynamic management views for real-time workload insights (Which is what I will be doing).
Issue ad-hoc queries.
Manage your user authentication.
Read on for more information.