Is it a real club in Paris or was it just a set piece?
Real. Read their trivia. A pretty famous DJ was there the night they filmed there.
The answer is in the trivia section in here.
It is Le Club Fromage de Verge on the Rue Vagin de la Pâte à Crêpes.