For mice I would use a 5 gallon bucket, fill it a third up with water, put a good dose of peanut butter along the inside of the bucket an inch or two down, the put a wooden board as a plank leading the mouse to the bucket and the usually fall in trying to get to the peanut butter and drown. I am not sure how big the rats are you are trying to catch, but this works for mice.