bundles / scipy 1.17.1 / scipy / sparse / _matrix_io / save_npz
function
scipy.sparse._matrix_io:save_npz
source: /scipy/sparse/_matrix_io.py :11
Signature
def save_npz ( file , matrix , compressed = True ) Summary
Save a sparse matrix or array to a file using .npz format.
Parameters
file: str or file-like objectEither the file name (string) or an open file (file-like object) where the data will be saved. If file is a string, the
.npzextension will be appended to the file name if it is not already there.matrix: spmatrix or sparrayThe sparse matrix or array to save. Supported formats:
csc,csr,bsr,diaorcoo.compressed: bool, optionalAllow compressing the file. Default: True
Examples
Store sparse matrix to disk, and load it again:import numpy as np import scipy as sp sparse_matrix = sp.sparse.csc_matrix([[0, 0, 3], [4, 0, 0]])✓
sparse_matrix sparse_matrix.toarray()✗
sp.sparse.save_npz('/tmp/sparse_matrix.npz', sparse_matrix) sparse_matrix = sp.sparse.load_npz('/tmp/sparse_matrix.npz')✓
sparse_matrix sparse_matrix.toarray()✗
See also
- numpy.savez
Save several arrays into a
.npzarchive.- numpy.savez_compressed
Save several arrays into a compressed
.npzarchive.- scipy.sparse.load_npz
Load a sparse matrix from a file using
.npzformat.
Aliases
-
scipy.sparse.save_npz