How to setup Tax Districts where the Material % is different than the Labor %

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The contractor needs to charge the client sales tax but there is a percent for materials and a different percent for labor.  I can create two different Tax Districts, but you can only choose one Tax District for an AR invoice and in addition to that, there is no way to say that a line in 3-2 is materials or labor.  Does anyone know how this is done?