Can a warlock cast Elemental Weapon on their pact weapon?

can a warlock cast elemental weapon on their pact weapon, or does it count as magical so they cannot? I’d allow it – Jeremy would know rules as written answer

— Mike Mearls (@mikemearls) November 26, 2017