An integrable indicator function having a spectral gap.

If a function taking only the values 0 and 1 on the real line, i.e, indicator function, is integrable, is it possible for the Fourier transform of the function to vanish over an interval? This question posed by H.L. Shapiro, is answered in the affirmative.