What if Christopher Lee dies before they finish both the Hobbit films?

Then they'll just replace him. Richard Harris died after the second Harry Potter film. He was replaced by Michael Gambon for films 3-7, and they are about to release the second half of the seventh (and final) Harry Potter film.