The circumstances of the incident remain unclear. Police say it was basically a series of warning shots into the air.
No one was hit by the gunfire.
It happened around 3:00 a.m. near the intersection of Torresdale Avenue and Wellington Street.
Police are questioning a number of people.
Officers have also closed off that intersection as the investigation continues.