Purchased music appears everywhere except the Mac.

I purchased an album from iTunes on my iPad. It appeared on my iPhone and my Mac for a while but not the album only shows up on mu iPad & iPhone. The album appears in my itunes library on my Mac but with exclamation points. I've tried deleting but don't see the option to download again. Any advice would be appreciated.