STINNER Victor added the comment:

It's very hard to estimate the water high-mark for memory because the memory 
includes different things: read-only memory, mmap() on files, read-only memory 
pages shared between multiple processes for libraries, etc.

I suggest to use the tracemalloc module to have a better idea of the memory 
usage of the memory directly allocated by Python.

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nosy: +haypo

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Python tracker <rep...@bugs.python.org>
<http://bugs.python.org/issue28663>
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