You should see what they do with “undesirable” puppies at a puppy mill.
Well, I lived in an area where the Amish raise dogs in volume. I suspect that the old practice of drowning undesireable puppies is still done on these farms. But you'll never actually see it because the Amish are instinctively concerned about their privacy. I doubt that they would waste a bullet, frankly.