"The gunman is in the Hawkins and Gateway East streets," the police said on Twitter.
To date, no casualties have been reported.
Police urged residents to avoid visiting the area.
Earlier it was reported that as a result of the shooting at a major food festival in the city of Gilroy in California, three people were killed.