What to do in this situation and how to deal with this kind of person?

Do you really need to ask this? You know the answer. You either get the hell out before she gets pregnant and you are stuck with her for the next 21 years, or you stay, put up with it, and shut the hell up about it. I am sorry to be so blunt, but it really is that simple.