You can use some sort of soapy water but be ready to use compressed air to dry it out. The bearings will need to be pounded or pressed out. If they aren't damaged, just leave them in place. The piston can also stay on the rod.

I would get a couple cans of automotive brake cleaner. It will blast everything clean, dry quickly and leave no residue. Then apply a a light oil.