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feat(optimizers): Enable pickling of MIOSR optimizer #458

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merged 1 commit into from
Jan 16, 2024

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@Jacob-Stevens-Haas Jacob-Stevens-Haas commented Jan 11, 2024

Provides a reference implementation of option 3 in #456 . At the time, I didn't know about __setstate__ and __getstate__, but these are simpler and more straightforwards than __reduce__.

Test fails on master, passes on this branch.

Most of this change is from the example here.

Fixes #456

Implement __setstate__ and __getstate__ methods for MIOSR
AFAIK, we don't need to mess with __reduce__
Add a new test for the pickle-ability of optimizers
@Jacob-Stevens-Haas Jacob-Stevens-Haas linked an issue Jan 11, 2024 that may be closed by this pull request
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codecov bot commented Jan 11, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (638e4bb) 93.87% compared to head (573d373) 93.89%.

Additional details and impacted files
@@            Coverage Diff             @@
##           master     #458      +/-   ##
==========================================
+ Coverage   93.87%   93.89%   +0.01%     
==========================================
  Files          37       37              
  Lines        3627     3634       +7     
==========================================
+ Hits         3405     3412       +7     
  Misses        222      222              

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@Jacob-Stevens-Haas Jacob-Stevens-Haas merged commit a7eb890 into master Jan 16, 2024
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@Jacob-Stevens-Haas Jacob-Stevens-Haas deleted the picklish branch January 16, 2024 14:43
jpcurbelo pushed a commit to jpcurbelo/pysindy_fork that referenced this pull request Apr 30, 2024
Fixes dynamicslab#456

Implement __setstate__ and __getstate__ methods for MIOSR
AFAIK, we don't need to mess with __reduce__
Add a new test for the pickle-ability of optimizers
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Make models guaranteed pickleable
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