Sydney Mud Flood Paddington Gardens

Was there a mud flood in Sydney Australia? In this video I'll show you Paddington Gardens which is a sunken building we are told started as a water reservoir. Who builds sunken water reservoirs with brick walls, arches and curved brick ceilings?