Do you know that there is no key for it. Sometimes the key is taped to the underside. Also, I have from time to time seen these keys on ebay. Also try several skeleton keys. You'll find one that will work.
Call some lock smiths, sometimes they have entire rings of skeleton keys and will let you take it home and try them all til you find one that fits and charge you a minimal fee for it.