It happened just after midnight in the 6400 block of Greens Hollow Lane when officers responding to calls about gunfire.
No gunshot victims were found at the scene but numerous cars had been damaged by gunfire.
Three gunshot victims were located at three local hospitals.
The injuries do not appear to be life-threatening. One man was shot in the hand, one was shot in the foot and one was shot in the leg.
The shots were fired in a parking lot on Greens Hollow Lane.
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