It all started when officers went to investigate a collision on West Fifth Street.
A party was happening nearby. Police said people at the party started throwing rocks, bottles full of beer and even pieces of a cinder block wall at the officers.
Investigators think alcohol played a part in the incident.
No officers were hurt.