Suppose first that the system is ergodic and . For each real , the level set
is invariant modulo a null set, so . The distribution function of can therefore jump only once, which makes constant almost everywhere. The same argument applies to .
Conversely, if is invariant, then . If every invariant function is constant, the indicator function is almost everywhere zero or one, and hence or . This proves the invariant-function characterization of ergodicity.
Use the Fourier basis
of . For the rotation ,
If is irrational, implies . Hence every fixed function has only its constant Fourier coefficient, and part (i) proves ergodicity.
If is rational, then
is a nonconstant fixed function because . Part (i) now shows that the system is not ergodic. Therefore the ergodicity criterion for a circle rotation is

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