Officers were called to the 1000 block of 6th Avenue North to deal with a fight between neighbors that had spilled into the street.
When they arrived, police say they found a man carrying a shotgun. The man then fired off at least one round from the gun, though it's unclear if he was shooting at police.
Those officers radioed for backup, and the block was soon inundated with police from across the city.
The gunman, a 26-year-old man, soon surrendered and was taken into custody, according to police.
SWAT and patrol officers continue to search the area and the suspect's apartment to see if anyone else involved in the incident may be inside.
No one was injured in the shooting.