Your body forms a vaginal plug that only comes out right before birth, so you don't need to worry about it. I swam in pools and loved it. Definitely easier than exercising on dry land. I also did Tai Chi, which is very slow & relaxing. I could feel my baby settle down, too, so I know he enjoyed it!
(I just noticed your due date range - my first was born on May 22nd!)