The Los Angeles County Sheriff's Department was actively searching for a gunman in Norwalk after deputies believe they were fired upon Friday night.
There was a large deputy presence, including several streets blocked off, after the gunfire.
The department was asking the public to avoid the area northeast of Alondra and Pioneer boulevards.
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No deputies were hurt in the shooting.
Authorities did not immediately have a description of the shooter.