If two or more persons assemble for the purpose of disturbing the public peace, or committing any unlawful act, and do not disperse, on being desired or commanded so to do by a judge, justice of the peace, sheriff, coroner, constable or other public officer, the persons so offending are guilty of a misdemeanor.