Editing OData API key in PowerBI Service with Pro …

Dear Community members,

I have a desktop PowerBI file that is connected to OData source in Dev environment. Initially before publishing i just edit the OData API key (with Prod key) through Power Query editor (Advanced Editor). Post this PowerBI refreshes the data and i push it to the PowerBI service.

But now the Prod data set has grown, hence when i do the same activity the refresh fails in desktop. 

Can you please let me know if i can push the Dev version of PowerBI to PowerBI service and change the OData API key with that of production directly on PowerBI service? My OData query looks like this – <URL&gt;?apikey=<APIKEY>

Thanks in advance