A mayoral candidate in Mexico was assassinated at point-blank range -- and the murderous act was caught on camera ... with the killer himself being gunned down too. Be warned, this video is extremely graphic -- Alfredo Cabrera is seen smiling and greeting supporters in the middle of his final campaign rally stop in Coyuca de Benitez, Guerrero, Wednesday ... just moments before he's brutally shot, which was being filmed.