Updated Shap saving. #881
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RobertSamoilescu merged 2 commits intoSeldonIO:masterfrom Mar 1, 2023
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…ids saving internal explainer.
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Additional details and impacted files@@ Coverage Diff @@
## master #881 +/- ##
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Coverage 85.30% 85.31%
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Files 74 74
Lines 8774 8779 +5
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+ Hits 7485 7490 +5
Misses 1289 1289
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jklaise
reviewed
Mar 1, 2023
alibi/saving.py
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| _save_Shap(explainer, path) | ||
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| def _save_TreelShap(explainer: 'TreeShap', path: Union[str, os.PathLike]) -> None: |
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Just noticed that the function name had a typo, probably good to fix now.
jklaise
reviewed
Mar 1, 2023
| # set the internal explainer object to avoid saving it. The internal explainer | ||
| # object is recreated when in the `reset_predictor` function call. | ||
| _explainer = explainer._explainer | ||
| explainer._explainer = None |
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Just noting that this will need to be considered too when fixing #830
jklaise
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Mar 1, 2023
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Fixes savings for distributed
KernelShapand avoids saving internal explainer.