Dirichlet series decomposition of an arbitrary function

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Analytic functions can be decomposed into a Taylor series, and furthermore the Taylor series converges back to the original function at every point.

Is there a corresponding notion for Dirichlet series? When is a function able to be decomposed into a Dirichlet series, and does a decomposition exist for any common functions?