Authorities said the incident happened during an America First rally on Sunday. The man in the video was identified as Richard Losey.
Losey was seen knocking out a man identified as R.C. Maxwell, a Republican who supports Trump. Three arrests were made during the anti-illegal immigration rally.
But Losey was not arrested until Tuesday. He faces battery charges.