In most cases you should be able to park in the church parking lots immediately south and east of the church building. You'll be entering on the lower level (1), so if you're looking for the sanctuary, take the stairs or elevator to the 2nd floor, follow the signs.
Additional parking is available on weekends at the two school lots directly south of the church, Walnut Creek Campus and Hillside Elementary.