It is much the same with horses, whales, and dolphins - or any other "privileged species." However, that privilege reveals the strength of cultural norms while, at the same time, simply speaks of different use traditions.
Some cultures use dogs as companion animals, hunters, racers, family members, living ornaments, items for "show" - but they are not generally used as food. Other cultures see dogs as "livestock." ~ Dr. Roger Yates