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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)

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