Redownloading deleted music

I purchased songs on iTunes and then deleted them from my library, also deleting the file from my computer. Now I'd like to redownload the songs but because the files have been deleted I can't. On the iTunes store it shows up as purchased and gives me no option to redownload the file. What do I do??