[SciPy-User] saving a sparse matrix to file
Mon Jun 25 13:34:11 CDT 2012
Is there a unified API to save a sparse matrix of any type (dok, lil, csc,
...) to file, as simple as pickle dump/load?
e.g. Can I do something like the following?
import numpy as np
from scipy.sparse import dok_matrix
from scipy.io import save, load
mat = dok_matrix (np.zeros ((80000, 80000)), np.int)
save (file ('foobar.mat', 'wb'), mat) # or mat.save ('foobar.mat')
mat2 = load (file ('foobar.mat'))
It seems that there was a .save method for a sparse matrix several years
ago, but was later deprecated. Why?
I came across this email response stating that for csr_matrix one can
save.data, .indices, and .indptr attributes individually to three different
files and load them all to reassemble the matrix. Is it a hack only
suitable for csr_matrix, or one that can be applied to all types of sparse
matrices? Can I save a matrix to a single file instead of three?
I also came across the scipy.io.savemat API, but had no idea how to use
it.... What does "mdict : Dictionary from which to save matfile variables."
mean? What is this dict for? Can someone provide an example on how to use
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