At no point in the movie is it mentioned or implied that he uses a halberd. Doesn't matter what's in the book or concept art if it isn't represented in the film.
A costume designer also said they wanted Diana's armor to be red like it was covered by centuries of her enemies blood. Doesn't mean it's true I'm he film unless it's mentioned.
It is in the movie.