Ordering by views with pre_get_posts

I’ve been trying to order posts by views with pre_get_posts but can’t get it to work. I’ve tried the following which works with WP_Query but not here. Any help would be appreciated.

$query->set('orderby', 'post_views');
$query->set('order', 'DESC');