I have downloaded CherryPy 3.2.3 from python.org (https://pypi.python.org/pypi/CherryPy/3.2.3) instead of 3.2.2 taken from cherrypy.org (http://download.cherrypy.org/cherrypy/3.2.2/) used before and run installation process once more.
Now it works for some reason...