class SlotPickleMixin(object):
    def __getstate__(self):
        return dict(
            (slot, getattr(self, slot))
            for slot in self.__slots__
            if hasattr(self, slot)
        )

    def __setstate__(self, state):
        for slot, value in state.items():
            setattr(self, slot, value)