I think python 3 is not realistic for us now. what they suggest is to pickle at smaller parts, and we do have a code for that "workaround is to pickle your array yourself in smaller parts, or use some other file format than Python pickles."
if you can make a test-case with large data, it would be helpful. Cheers,
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