The shooting happened at a bar on Ojemon at Long Point.
Investigators said there was a fight. Two of those involved reportedly left the building, then returned and opened fire through the door.
They shot one man in the chest; another man was shot in the arm and a woman was shot in the foot, police said.
All of the victims are expected to recover.
No arrests have been made.
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