The provided source material does not contain information regarding a city named Caper in Indonesia. Instead, it identifies "caper" as the common name for Capparis spinosa, also known as the caper bush or Flinders rose.
Capparis spinosa is a perennial plant characterized by rounded, fleshy leaves and large flowers that range in color from white to pinkish-white.