People in Asia don't eat their pets either. The dogs and cats they eat (at least in Korea) are bred and farmed for that purpose. They don't chop up Little Fluffy and eat it.

People would notice if dog suddenly appeared in stores yes, but if it was announced that dog would be sold in stores I gurantee you people wouldn't be bothered after the orginal buzz died away.