Clean it all. All the way to the metal. You'll be sorry if you don't. After I brushed on two thick coats of Rustoleum industrial oil based paint and let that cure completely, I came beck over it with a brush on seam sealer called Old Dominion. It's a rubberized seam sealer and it works very well.
