UnpicklingError using dill but not stdlib pickle
xzy3 opened this issue · comments
dill version 0.3.7
centos stream
python 3.10.4
I've run into a situation where the standard library pickle is successful in serializing an object, but dill has a bug.
In [7]: dill.loads(dill.dumps(iterable[0]))
---------------------------------------------------------------------------
UnpicklingError Traceback (most recent call last)
File <ipython-input-7-fc7606c36bd3>:1
----> 1 dill.loads(dill.dumps(iterable[0]))
File ~/.local/virtualenvs/stantz-2022-update/lib/python3.10/site-packages/dill/_dill.py:301, in loads(str, ignore, **kwds)
290 """
291 Unpickle an object from a string.
292
(...)
298 Default values for keyword arguments can be set in :mod:`dill.settings`.
299 """
300 file = StringIO(str)
--> 301 return load(file, ignore, **kwds)
File ~/.local/virtualenvs/stantz-2022-update/lib/python3.10/site-packages/dill/_dill.py:287, in load(file, ignore, **kwds)
281 def load(file, ignore=None, **kwds):
282 """
283 Unpickle an object from a file.
284
285 See :func:`loads` for keyword arguments.
286 """
--> 287 return Unpickler(file, ignore=ignore, **kwds).load()
File ~/.local/virtualenvs/stantz-2022-update/lib/python3.10/site-packages/dill/_dill.py:442, in Unpickler.load(self)
441 def load(self): #NOTE: if settings change, need to update attributes
--> 442 obj = StockUnpickler.load(self)
443 if type(obj).__module__ == getattr(_main_module, '__name__', '__main__'):
444 if not self._ignore:
445 # point obj class to main
UnpicklingError: NEWOBJ class argument must be a type, not NoneType
In [8]: import pickle
In [9]: pickle.loads(pickle.dumps(iterable[0]))
Out[9]: <cdcdvh.ghost.preprocess.Preprocess |CasperStrategy| out: |preprocess/GHOST_EP10.gh5|>
here is the data serialized by dill
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Can you post code that reproduces the error you are seeing?
I tried a few guesses at what iterable is, and the code works as expected.
Python 3.10.13 (main, Aug 25 2023, 02:21:32) [Clang 13.1.6 (clang-1316.0.21.2.5)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import dill
>>> iterable = [0,1,2,3,4,5]
>>> dill.loads(dill.dumps(iterable[0]))
0
>>> iterable = 'GATTACA'
>>> dill.loads(dill.dumps(iterable[0]))
'G'
I'm going to assume what you are experiencing is a case where pickle is serializing something in iterable by reference, while dill is storing the same object's contents. A minimal example to reproduce the error you are seeing would enable me to test it out and potentially do something.
Can you also try running with dill.settings['byref'] = True, and alternately, with dill.settings['recurse'] = True?
It's actually from uqfoundation's multiprocess Pool.imap_unordered adding a work unit to the queue. But I think I found the problem.
I had added some code quite a while ago to hack around dill issue #332. It is apparently not needed anymore and is causing this new issue now. I commented that code out while working on a minimal example it resolved things.