I was poking through what is available in numpy.random after importing
from numpy import random
with dir(random), and noticed that there was a variable np in scope, which appears equivalent to the top-level module, for example
In[1]: from numpy import random
In[2]: random.np.fft.fft2
Out[2]: <function numpy.fft.fftpack.fft2>
In[3]: random.np.random.np.fft.np # not the same for fft
AttributeErrorTraceback (most recent call last)
<ipython-input-78-a64e04c36c80> in <module>()
----> 1 random.np.random.np.fft.np
AttributeError: module 'numpy.fft' has no attribute 'np'
This seems a bit strange to me... or at least not something I've seen before in other Python modules. It looks like I can access everything I could with import numpy as np through the np variable in random.
I wanted to see how it was available to the submodule, so I looked in numpy/random/__init__.py in the source code, and didn't see how it is made available. I also looked in numpy/random/info.py at __all__, but can't find how it is exposed to the module.
How is the top level module made available to numpy.random, and is there any motivation for having it available?
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