Two officers were hurt in the annual event that usually results in violence.
As a helicopter hovered overhead, hundreds of police -- on foot, horseback, in cars and on bikes -- were dispatched to oversee the march, which was deemed illegal because organizers had not provided route details to authorities.
Those arrested were taken in for alleged assaults on police or for being in possession of incendiary objects. Two police officers were hurt.