It started as a report of gunshots just before 12:30 Wednesday morning at Tulare Avenue and Cross Street.
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Moments later, police learned of a crash in the area.
Officers say one of the vehicles in the crash was stolen and that the owners were trying to get their car back.
That's when a suspect from the other vehicle fired several shots at the owners and then ran away.
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Police say no one was hurt.
Right now, they're looking for the suspects.
No description has been released.