Use the unitary discrete Fourier transform, with :
For a unit , substitute in the sum. The multiplicativity of the Dirichlet character gives , hence
The complex conjugation is present in the original PDF and lost in the converted TeX. It matters for nonreal characters.
Now let and let be primitive. Since it does not descend to , there is a unit with . For , reduction is to the unit group modulo one. If , then , so multiplication of the summation variable by leaves its exponential factor unchanged. It follows that , and therefore . Also . This proves the formula at every nonunit as well as every unit, including .

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