well you can use a shop vac or just pucker up and **** it out. (waits for oral *** ref's) or you can kind of pinch it out but that can leave some creases.
you can order new dust caps from diamond, or get a cheapie generic replacement from parts express, I just orderd some the other day for about a buck each