The incident happened around 2 a.m. Wintnesses reported that as patrons were leaving the establishment, someone opened fire on a car full of people in the parking lot.
Officials said the driver of the car sped off around the corner to the local Red Roof Inn where emergency crews caught up with the victims.
Two people in the car were injured.
One was rushed to Duke Hospital with a gunshot wound in the arm.
A second victim suffered minor injuries from shattered glass.
Police have not identified the suspect or motive.