Police say the shooting happened around 11:30 at the Sycamore Heights Apartment complex near Shields and Maple.
Investigators say an argument broke out between two men before one of them pulled out a gun and shot in the air.
The bullet came down through the apartments and right over a man who was sleeping.
No one was hurt in the shooting and police are still searching for the gunman.