It happened around 9 p.m. along the 1400 block of Pennsylvania Avenue.
Police confirm at least one person was injured in the shooting. The victim's condition is unknown at this time.
Police have blocked off a stretch of road outside the shopping plaza.
No arrests have been made.
It's still unclear what sparked the gunfire.