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We study the one dimensional periodic derivative nonlinear Schr"odinger (DNLS) equation. This is known to be a completely integrable system, in the sense that there is an infinite sequence of formal integrals of motion $\int h_kk\in {+}\int h{2k}$ the term with the highest regularity involves the Sobolev norm of the solution of the DNLS equation. We show that a functional measure on , absolutely continuous w.r.t. the Gaussian measure with covariance , is associated to each integral of motion , .

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