Is it possible to find where spotify keeps my songs in the files?

I'm getting tired of spotify, but my Playlist is 40 something hours and I don't want to manually download all the songs, but I want them to be good quality. It is possible to find where spotify stores its data in my phone's files and rip the songs from there?