LEDs will last on a car battery FOREVER. lol. I can run them for quite a while on just a capacitor. Several days on 2 AA batteries...
On a car battery, I wouldn't worry about leaving them on for a night or two unless you had AEs with 10000000000 LEDs, even then it might be ok for ONE night.
