python的几种序列化方式

结论: performance: marshal > cPickle > json > pickle

 

>>> timeit.timeit("pickle.dumps([1,2,3])","import pickle",number=10000)

0.2939901351928711

>>> timeit.timeit("json.dumps([1,2,3])","import json",number=10000)

0.09756112098693848

>>> timeit.timeit("pickle.dumps([1,2,3])","import cPickle as pickle",number=10000)

0.031056880950927734

>>> timeit.timeit("marshal.dumps([1,2,3])","import marshal", number=10000)

0.00703883171081543

 

引自：https://stackoverflow.com/questions/9662757/python-performance-comparison-of-using-pickle-or-marshal-and-using-re