英文:
Are pickle files reproducible?
问题
我想要对一些 pickle 文件进行哈希以进行验证，但我想知道 Python 的 pickle 是否总是针对相同的输入产生相同的输出，至少在协议版本内是这样吗？我想知道操作系统是否会产生差异？你有参考资料吗？
英文:
I would like to hash some pickle files for verification but I wonder if Python's pickle always produces the same output for the same input, at least within a protocol version? I wonder if the OS makes a difference? Do you have any references?
答案1
得分: 2
此外，根据pickle内部的工作方式，这并不是一个神秘之事，但您可能会发现这种行为令人困扰：
>>> class B:... pass>>>>>> b = B()>>> b.x = 1>>> b.y = 2>>>>>> c = B()>>> c.y = 2>>> c.x = 1>>> hash(pickle.dumps(b))5326405855805501882>>> hash(pickle.dumps(c))-2711706543463941149
据记录，似乎曾尝试使用pickle进行科学复现，但该项目现在似乎已经被放弃。
英文:
It would seem that as of now, the pickle process is not always deterministic.
Also, this is not a mystery according to how pickle works internally, but you might find this behavior disturbing:
>>> class B:... pass>>>>>> b = B()>>> b.x = 1>>> b.y = 2>>>>>> c = B()>>> c.y = 2>>> c.x = 1>>> hash(pickle.dumps(b))5326405855805501882>>> hash(pickle.dumps(c))-2711706543463941149
For the record, it seems that there was an attempt at using pickle for scientific reproducibility purposes, but the project seems now abandoned.
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