So it's only immoral above a certain quantity? In that case, it's much more immoral eating the domesticated animals you eat (cows, pigs, chickens) because they are slaughtered for food in MUCH greater numbers.
But how many people own Chickens and Cows as pets? Not many, But we do know that Dogs are specifically owned as pets around the world.