It happened just before 9:00 Wednesday night at a pool hall and arcade center on Yosemite Avenue near Tozer Street.
Officers say one group of gang members was in the building when a group of rival gang members walked in and then opened fire.
The two groups exchanged ten to 15 shots, and one of the bullets hit a 21-year-old man in the arm.