Save Python List to MAT File (R2015b)

조회 수: 32 (최근 30일)
Peter Cook
Peter Cook 2017년 9월 28일
답변: Divyendu Narayan 2018년 2월 27일
I've got a small apparent issue with using the python list datatype in MATLAB. If I save a py.list to a MAT file and then try to reload it, I get an empty list in the workspace.
In this example, I've got a list of lists I am trying to hash so I don't have to scan a drive every time I run the program.
>> jobFileList.length()
ans =
3
>> save('C:\Program Files\HeavyOilToolbox\jobFileList.mat','-v7.3','jobFileList')
>> load('C:\Program Files\HeavyOilToolbox\jobFileList.mat','jobFileList')
>> jobFileList.length()
ans =
0
Here's me trying to save a cell array of lists instead
>> jobFileListCell = cell(jobFileList)
jobFileListCell =
[1x65073 py.list] [1x574 py.list] [1x439 py.list]
>> save('C:\Program Files\HeavyOilToolbox\jobFileListCell.mat','-v7.3','jobFileListCell')
>> load('C:\Program Files\HeavyOilToolbox\jobFileListCell.mat','jobFileListCell')
>> jobFileListCell
jobFileListCell =
[1x0 py.list] [1x0 py.list] [1x0 py.list]
My current workaround is to use
py.numpy.save('C:\\Program Files\\HeavyOilToolbox\\jobFileList.npy',jobFileList)
jobFileList = py.numpy.load('C:\\Program Files\\HeavyOilToolbox\\jobFileList.npy')
jobFileList = py.list(jobFileList)
But I am hoping there is a solution in native MATLAB. Any insight?
  댓글 수: 1
Peter Cook
Peter Cook 2017년 9월 28일
I forgot to mention, this behavior seems independent of the -v7.3 flag passed to save().

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답변 (2개)

Robert Snoeberger
Robert Snoeberger 2017년 9월 29일
"Saving (serializing) Python objects into a MAT-file" is listed as a limitation in the documentation [1].
  1. https://www.mathworks.com/help/matlab/matlab_external/limitations-to-python-support.html

Divyendu Narayan
Divyendu Narayan 2018년 2월 27일
You can overcome this limitation by using scipy.io https://docs.scipy.org/doc/scipy-0.19.0/reference/generated/scipy.io.savemat.html
Below link has answered this: https://stackoverflow.com/questions/9232751/saving-and-loading-python-dict-with-savemat-results-in-error

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