I've not had this with anything I've "bought". If it were confiscated I certainly would have no qualms in downloading a copy.
If something is removed from netflix, that's fine, I'm not paying to buy things I watch on netflix - I'm paying to rent them. I wouldn't copy them any more than I'd copy a VHS I'd rented from blockbuster back in the day.