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Profiler Errors against Power BI Dataset

Shabnam Watson troubleshoots an issue:

I was trying to trace a dataset I had published to Power BI service using SQL Server Profiler and I was getting this error:

Either the trace with the ID of ‘MicrosoftProfilerTrace1667261566’ does not exist in the server with the ID of ‘autopremiumhostnorthcentralus001-081’, or the user does not have permissions to access the object.

Read on for the solution.