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Protesters, played by Alameda County Sheriff's cadets, hold anti-Trump and Black Lives Matter signs, imitating real-life scenes.
Real protests have turned violent on occasion when demonstrators and police clash.
A new type of crisis intervention was launched last year. Teams from several Bay Area agencies performed drills in Dublin Monday.
Watch the video in the player above.