You have some sort of parasitic draw. Either something is left on draining the battery, or the battery itself has an internal short. Which is quite possible since the battery went dry, usually when they go dry the lead plates crack and short together. Used to run into that all the time when I was a Saab tech, the batteries used water all the time. They need to be checked at every oil change, more in the summer.

Hope that helps a bit!!