I met a problem of pickle, Code is that:
import cPickle
class A(object):
def __init__(self):
self.a = 1
def methoda(self):
print(self.a)
class B(object):
def __init__(self):
self.b = 2
a = A()
self.b_a = a.methoda
def methodb(self):
print(self.b)
if __name__ == '__main__':
b = B()
with open('best_model1.pkl', 'w') as f:
cPickle.dump(b, f)
Error is that:
File "/usr/lib/python2.7/copy_reg.py", line 70, in _reduce_ex raise TypeError, "can't pickle %s objects" % base.name TypeError: can't pickle instancemethod objects
You can if you use dill
instead of cPickle
.
>>> import dill
>>>
>>> class A(object):
... def __init__(self):
... self.a = 1
... def methods(self):
... print(self.a)
...
>>>
>>> class B(object):
... def __init__(self):
... self.b = 2
... a = A()
... self.b_a = a.methods
... def methodb(self):
... print(self.b)
...
>>> b = B()
>>> b_ = dill.dumps(b)
>>> _b = dill.loads(b_)
>>> _b.methodb()
2
>>>
Also see: Can't pickle <type 'instancemethod'> when using python's multiprocessing Pool.map()