Hi Amy,
I'm sorry to hear about your dilemma.
Your institution is, I'm sure, obliged to provide you with an alternative supervisor if your supervisor is leaving. He cannot expect you to finish your PhD after only one year, and it sounds like he's being quite unreasonable. I would suggest talking to your head of research or head of faculty about this to ensure they get you a new supervisor.
Good luck