This happened in the 700 block of East Highland Street.
Investigators say they arrived to find a large crowd dispersing, and 17 bullets littering the scene.
Two people who had been shot turned up at a hospital a short time later.
Their conditions are not known.
There is no word on what exactly led to the shooting.
So far, no arrests have been made, and no weapon has been found.