Here in the UK we do have pretty regular problems with the water supply, to the point that hosepipe use is sometimes regulated. There's even a website you can check to see if there's currently a hosepipe ban: http://www.hosepipeban.org.uk/hosepipe-ban-current-situation...
It does rain a lot here, but there's also issues with the size of the reservoirs and the amount of water being drawn.