Antoine Pitrou added the comment:

Due to the realloc() problem, I'm thinking that the best course for Numpy would 
be to use its own allocator wrapper like Nathaniel outligned.
Also, Numpy wants calloc() for faster allocation of zeroed arrays...

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<http://bugs.python.org/issue18835>
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