Comments (2)
Hi, thanks for raising the issue! I'm afraid I'm not very familiar with the multiprocessing package or Queue object. Have you been able to reproduce this error in another way?
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This seems to be an issue with serialization, as I was able to reproduce it with pickle
:
import pickle
from qubovert import PCBO
pcbo = PCBO({(0, 1): -5}) # error happens only when instance is not empty
data = pickle.dumps(pcbo)
pcbo_ = pickle.loads(data) # AttributeError occurs here
The clean solution will probably be to implement the __getstate__()
and __setstate__()
methods for all instances of PCBO, QUBO etc., which store and restore the object states manually. I think attributes like _degree
starting with an underscore are problematic for serialization, because Python renames such attributes in subclasses.
Another solution might be to just rename attributes starting with _
to something without underscore.
Best regards ;)
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