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the memory mapping exemple will only work if the file already exists. to make it work regardless of that, it should have the mode parameter filled:
f = np.memmap('memmapped.dat', dtype=np.float32, mode='w+', shape=(nrows, ncols))
https://github.com/ipython-books/cookbook-code/blob/master/notebooks/chapter04_optimization/09_memmap.ipynb#L61