Considering manners on which animals, including pets, are being produced, I don't think this is a real problem.
It may not technically ethical any more than for me to play a game I pirated (hypothetically, of course I'd never do such thing), but even with the shaky technology we still have, I wouldn't consider this an issue.
In fact better question is how psychologically healthy thing that is to do.