A classical Kamae-Weiss theorem states that an increasing sequence of positive lower density is \emph{normality preserving}, i.e. has the property that for any normal binary sequence , the sequence is normal, if and only if is a deterministic sequence. Given a countable cancellative amenable semigroup , and a F\o lner sequence in , we introduce the notions of normality preservation, determinism and subexponential complexity for subsets of with respect to , and show that for sets of positive lower -density these three notions are equivalent. The proof utilizes the apparatus of the theory of tilings of amenable groups and the notion of tile-entropy. We also prove that under a natural assumption on , positive lower -density follows from normality preservation. Finally, we provide numerous examples of normality preserving sets in various semigroups

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