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Single opcodes are thread-safe because of the GIL but nothing else:

import time"class something(object):"    def __init__(self,c):"        self.c=c"    def inc(self):"        new = self.c+1 "        # if the thread is interrupted by another inc() call its result is wrong"        time.sleep(0.001) # sleep makes the os continue another thread"        self.c = new"""x = something(0)"import threading""for _ in range(10000):"    threading.Thread(target=x.inc).start()""print x.c # ~900 here, instead of 10000

Every resource shared by multiple threads must have a lock.

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It seems this might be caused by my method of exporting the pickled object.

This bug report seens to suggest that my issue can be resolved by exporting to a file writen in binary mode. I'm going to give this a go now and see if this solves my issue.

UPDATE: This works. The solution is to make sure you export your pickled object to a file open in binary mode, even if you are using the default protocol 0 (commonly referred to as being "text")

Correct code based on orignal example in question:

file = open("test.txt", 'wb')"thing = {'a': 1, 'b':2}"cPickle.dump(thing, file)

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The datastore doesn't natively support this sort of polymorphism - but you can use the polymodel class to do this. Just inherit from PolyModel instead of Model and things will behave more or less as you expect them to.

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