Created
March 11, 2016 00:54
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Load a NumPy array from disk, either from a .npy file or from a .7z file. No need to include extension
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def load_ndarray(filename): | |
"""Load a NumPy array from disk into memory, with extension .npy or .7z. If no extension is | |
included in the argument, first assume it's .npy, then .7z. | |
Args: | |
filename (str): Name of the NumPy array (in disk). | |
Returns: | |
ndarray | |
""" | |
if filename.endswith('.npy'): | |
compress = False | |
status = 'uncompressed' # Everything OK! | |
elif filename.endswith('.7z'): | |
compress = True | |
status = 'compressed' | |
else: | |
file_npy = filename + '.npy' | |
if file_npy in os.listdir(): | |
filename = file_npy | |
compress = False | |
status = 'uncompressed' | |
else: | |
file_7z = filename + '.7z' | |
if file_7z in os.listdir(): | |
filename = file_7z | |
compress = True | |
status = 'compressed' | |
else: | |
raise FileNotFoundError | |
# --------------------------------- | |
size = os.stat(filename).st_size | |
print('Loading {0:,} [{1}] bytes from disk... File: {2}' | |
.format(size, status, filename)) | |
if compress: | |
if shutil.which('7z') is None: | |
raise FileNotFoundError('7z not found on the PATH!') | |
subprocess.Popen('7z e ' + filename + ' -mmt', shell=True).wait() | |
ndarray = np.load(filename[:-3] + '.npy') | |
else: | |
ndarray = np.load(filename) | |
print('Succesfully loaded {0!s}-array ({1:,} bytes) from {2}!' | |
.format(ndarray.shape, size, filename)) | |
return ndarray |
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