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:
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Query dynamic management views for real-time workload insights (Which is what I will be doing).
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Issue ad-hoc queries.
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Manage your user authentication.
Read on for more information.