They succesfully did away with 2nd hand markets and the concept of "owning" anything. So yes, I would imagine DRM would continue to exist without piracy.

> Would the DRM exist without piracy?

I think so, because their main goal is to prevent unwanted use of the digital product -- to the detriment of end users -- in more ways than just piracy. In fact, they don't solve the piracy issue.