I will admit that I find eating certain types of animals to be arbitrarily wrong regardless of their status as pets.
On the other hand, I find it morally wrong to cook anyone's pet. Whether it's a pet chicken, a pet pig... if someone's laid claim to it as a pet then my attitude towards eating it is the same as towards eating a stray/pet dog or a stray/pet cat.