The duo dined at trendy Liverpool House on Tuesday when the former US president was in town for a speaking engagement.
The pair have a storied bromance, which began when Mr Trudeau visited the White House for a state dinner last year.
Mr Trudeau, who once called Mr Obama his "sibling", tweeted...