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A design study for improving the persistence of Stack classes, particularly lsst.afw.image.Exposure and its components. This note describes the design decisions behind the lsst.afw.typehandling.GenericMap class template and explores options for an off-the-shelf persistence framework to replace lsst.afw.table.io.