I don't want to be fat while pregnant I want the glow!

I really do t want to be fat during my pregnancy. I understand I'll pile the weight on...
However I've just started my healthy life gym, swimming, eating healthy etc.
Scared it will be all not worth it, I'll be a size 99 and massive after having the baby...
Any tips?!