I would do it before #2 is born. Makes it not related to bub and gives you the opportunity to help her better transition. The first day you can go with her and stay for a while to help your DD adjust. The following week you stay for less time and continue until it becomes just a simple drop off. It helps incase she is anxious.
HTH