I think breeding a working animal like a dog for eating is much more of a "cultural thing", we domesticated dogs for work and partnership (with them as the lesser partners). Eating them as a delicacy is a sign of wealth, you are so well off you can afford to eat your dogs.
Normally, that would mean your society was going down the tubes.
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