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First targeting flat files and HDF5.
For flat files, mimic the numpy save / load interface:
http://docs.scipy.org/doc/numpy/reference/generated/numpy.save.html http://docs.scipy.org/doc/numpy/reference/generated/numpy.load.html
Notes on the .npy format, and why pickle wasn't sufficient:
https://github.com/numpy/numpy/blob/master/doc/neps/npy-format.txt
Distributed IO strategies:
https://fs.hlrs.de/projects/craydoc/docs/books/S-2490-40/html-S-2490-40/chapter-ht5w8mp0-oswald-iostrategies.html