The Knock example on the Arduino website states that a voltage passes through the piezo sensor. See below
"Piezos are polarized, meaning that voltage passes through them (or out of them) in a specific direction. "
To be accurate it is current that flows not voltage. Not sure who to contact to correct it so I thought Id post it here.