Logo Questions Linux Laravel Mysql Ubuntu Git Menu
 

Numpy *.npz internal file structure

Tags:

python

numpy

can anyone share some info about internal data organization in *.npz ? Some documentation etc.. Just can't find anything..

like image 461
illegal-immigrant Avatar asked Dec 10 '10 14:12

illegal-immigrant


People also ask

What is an .NPZ file?

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.

What is NumPy 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.

Does NP savez overwrite?

npz overwrites everything but the purpose of the loop is to 'append' the next array, this won't work.


2 Answers

Here are the docs:

  • Format of .npz files, referring to the
  • Format of .npy files

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.

like image 178
Sven Marnach Avatar answered Oct 21 '22 22:10

Sven Marnach


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)

like image 23
Glevera Avatar answered Oct 21 '22 22:10

Glevera