dataflow refresh failed due to internal error

Experienced the issue all of a sudden after weeks of successfully completed scheduled refreshesand on-demand refreshes.
In my case, the cause was hidden in the settings / credentials.
Was difficult to spot because the "Data source credentials" section inside settings takes some time to enable.