WARNING: This page is about a different car, the 2006 Suzuki XL-7. However, it is still accessible from the selected car via links, so may be relevant.
Check sliding surfaces of each part for wear and damage. If any defect is found, replace pump assembly.
Fig 1: Locating Pump Body, Cover, Side Plate And Shaft