Can anyone relay where the photo was taken from the Purple Rain album cover?

Good question. I'm honestly surprised no one's brought this up in the last year, especially with folks trying to compile a list of must-see places in Mpls (assuming it was taken there).

It was shot on a Warner Brothers backlot in Los Angeles. Check the thread about Larry Williams, Photographer for Purple Rain pictures on the Prince Music and More forum front page.