can anyone share some info about internal data organization in *.npz ? Some documentation etc.. Just can't find anything..
npz file format is a zipped archive of files named after the variables they contain. The archive is not compressed and each file in the archive contains one variable in . npy format. For a description of the . npy format, see format.
The . npy format is the standard binary file format in NumPy for persisting a single arbitrary NumPy array on disk. The format stores all of the shape and dtype information necessary to reconstruct the array correctly even on another machine with a different architecture.
npz overwrites everything but the purpose of the loop is to 'append' the next array, this won't work.
Here are the docs:
That said, I would not recommend trying to read or write files in this format yourself. It's fine for writing from NumPy and reading in with NumPy again. But if you want to write or read a file from a different environment, then use a more standard format like HDF5 or NetCDF which is supported by both environments.
npz is a simple zip archive, which contains numpy files. Simple review of internal structure of ZIP can be found here http://en.wikipedia.org/wiki/ZIP_(file_format)
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