It happened just after 2 a.m. on Clarewood and Renwick Drive.
Police said one person was shot in the chest and arm. The other victim was grazed by a bullet. They are both expected to survive.
Police said the shooting may have been over a parking spot or someone who may have been driving too fast through the parking lot.