I am in the middle of renovating my iTunes library. When I select a song and press the delete key I get the option is keeping the file or not. I am keeping the files for now, then the selected song is removed. But if was a ITunes Store purchase the album remain with a iCloud icons by it for re downloading later on. That is as far as I've gotten so far. Still getting use to the new iTunes.