The fight was captured on cellphone video Monday inside the lunchroom at Florin High School.
A school police officer, a school official and the principal were trying to break up the fight.
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The principal was thrown to the ground during the confrontation. He and two staff members were hurt, but all are expected to be OK.
Two 15-year-olds and a 13-year-old were arrested.