It's uncommon. We do our best to discourage people from removing games that have been bought already. They have to contact support and give a good reason for removing such games. But sometimes it happens. We can't hold their work hostage if they decide to pull it from shelves.
For safety, you should keep copies of all the games you own. Sorry about that.