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Is the data refresh an atomic operation?

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When I share a dashboard with my team, I can set it to show the last refreshed date. 

 

Since the dashboard uses a dataset that has mutiple datasources, a question has come up with regards to what happens when during the refresh the refresh of source A succeeds and the refresh of source B fails. 

 

Is the refresh an atomic operation? Meaning that either all of the data sources successfully refresh, or the refresh fails.


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