Returning iMac to iSpot when bought from online shop
You should be able to get any Mac repaired (including warranty repair) at any Apple Store or Apple Authorized repair shop, regardless of where you purchased the machine. 

If you're actually looking to return the Mac, you should call Apple Customer Support to see if you can return it at the store.