It happened at Alice and Woody's bar on the 1000 block of Washington Avenue around 1 a.m.
Officers say a man was acting disorderly and was asked to leave the bar twice.
Police say he then returned to the bar in a vehicle and fired several shots at two people outside.
One man was hit in the hand and was treated and released at Good Samaritan Hospital.
There is no suspect at this time, but anyone with information is asked to contact police.