It remains unclear why the deputy opened fire on Oleander Avenue and Glencoe Street at about 9 p.m. The suspect was hospitalized in unknown condition.
Deputies say a weapon was recovered at the scene.
A second suspect was also taken into custody. No deputies were injured in the incident.