I have dill installed in my python 2.7 but when I try to unpickle my model it says "No module named dill". The pickled file contains pandas series.
EDIT : Here's the snapshot of the traceback on ElasticBeanstalk environment
File "/opt/python/current/app/app/models/classification.py", line 663, in __init__
self.lookupdict = pickle.load(open(<filepath>))
File "/usr/lib64/python2.7/pickle.py", line 1384, in load
return Unpickler(file).load()
File "/usr/lib64/python2.7/pickle.py", line 864, in load
dispatch[key](self)
File "/usr/lib64/python2.7/pickle.py", line 1096, in load_global
klass = self.find_class(module, name)
File "/usr/lib64/python2.7/pickle.py", line 1130, in find_class
__import__(module)
File "/opt/python/run/venv/local/lib64/python2.7/site-packages/gevent/builtins.py", line 93, in __import__
result = _import(*args, **kwargs)
ImportError: No module named dill
If version on your Elastic beanstalk or error environment is greater than your local version then downgrade your dill package to the package which is working on your EC2 or local machine. On your local machine, check current dill package:
pip freeze | grep -i 'dill'
e.g it outputs: dill==0.2.7.1 which is lower than what it is on beanstalk
then downgrade using
pip install dill==0.2.7.1
Two things:
1) This looks like a $PATH issue (or, similarly, a linking issue)... You seem to have at least two python installations (one at /opt/python, presumably from something like macports, and one at /usr/lib64, and possibly a third in a venv).
I'm guessing that if you carefully confirm which python you are using, and which corresponds to the pip
you used, you might find dill
and the other modules you are using are not all in the same python installation.
2) Note that in the first line of the traceback you seem to be using pickle.load
... if you want to use dill
, shouldn't you be using dill.load
to unpickle the serialized object?
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