DOC persistence page revamp #28889
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DOC persistence page revamp #28889
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Putting this on the milestone since it'd be very nice to have the revamped page on the release. |
glemaitre
reviewed
Apr 26, 2024
doc/model_persistence.rst
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| |details-start| | ||
| **Using ``pickle``, ``joblib``, or ``cloudpickle``** |
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The rendering will be better.
Suggested change
| **Using ``pickle``, ``joblib``, or ``cloudpickle``** | |
| **Using pickle, joblib, or cloudpickle** |
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Sure, but then they have to be un-bolded
ogrisel
reviewed
Apr 29, 2024
lorentzenchr
approved these changes
Apr 29, 2024
| :mod:`skops.io` avoids using :mod:`pickle` and only loads files which have types | ||
| and references to functions which are trusted either by default or by the user. | ||
| Therefore it provides a more secure format than :mod:`pickle`, :mod:`joblib`, |
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Is it a human-readable format?
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Inside the zipfile, there's a human readable schema, but one needs to know a bunch about the format to look at it.
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@ogrisel is this good to merge? |
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This revamps our persistence documentation page to make it coherent and closer to what we actually expect users to do.
Two points:
PMMLsince I don't see it being very relevant these days.cloudpicklesince I've seen it in cases where people need to persist arbitrary user defined functions.cc @glemaitre @ArturoAmorQ