Literal. As Rev 11 clearly states, they come, they preach, they die, they revive, they are taken up. Their enemies shall behold all these things.
Rev 11:
3And I will give power unto my two witnesses, and they shall prophesy a thousand two hundred and threescore days, clothed in sackcloth...