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Azure Blob source, desktop to service publish, refresh question

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Folks, I have a general question to validate if I have an issue or not.

 

Data source is a file stored as Azure blob, populated by an external process.
I created reports in PowerBI Desktop and I publish reports to the service.

I created dashboards in Service from these reports and all is good.

 

I replaced files in Azure blob with new values (basically refreshed with fresh data).

In Service, datasets, I manually click refresh on the source, hoping it will refresh the reports.

 

Data changes are not reflected in reports in service. (I did enter the key in service)

I refresh desktop and I see changes.

 

Does this mean to refresh, I have to refresh source in desktop every time and republish reports and then refresh the dashboard in service once this is done? I was hoping I can refresh dataset in service for new values to take effect. 


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