The Eagles are looking for a third win in four Premier League games after coming from behind to beat Wolverhampton Wanderers last time out.
Ebere Eze, Wilfried Zaha and co. were put through their paces in the downpour, overseen as always by Patrick Vieira on the touchline.
Go behind the scenes by checking out the best shots from training in the gallery.