I'd leave. Physical attraction is a necessary condition for a successful relationship, and I'm not attracted to beautiful women with peni.
Maybe, I would reconsider post-surgery. But only after a very thorough analysis.
EDIT: By the way, I wouldn't even have a problem with her lying to me either. I would just be immediately turned off by the penis.