The 19-year-old student and model was partying at The Sayers Club when he bumped into Anthony Valdez's mixing gear.
He was asked to move away but Patrick is said to have began throwing ice cubes at Valdez, prompting security to escort him out of the venue, reported Sun Online.
"Excuse my language. I apologise. Live and learn... Hope everyone has a blessed day," Patrick posted on Twitter.