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Pull request overview
This PR updates PGI (Petrophysically/Geologically Guided Inversion) utilities to suppress warnings emitted during KMeans-based initialization of Gaussian mixture parameters.
Changes:
- Wrap KMeans initialization in a
warnings.catch_warnings()context. - Add a blanket
warnings.simplefilter("ignore")to silence warnings during.fit(...).labels_extraction.
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| with warnings.catch_warnings(): | ||
| warnings.simplefilter("ignore") | ||
| label = ( | ||
| KMeans( | ||
| n_clusters=self.n_components, n_init=1, random_state=random_state | ||
| ) | ||
| .fit(X, sample_weight=self.cell_volumes) |
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The warnings suppression here is overly broad: warnings.simplefilter("ignore") will silence all warnings emitted during the KMeans fit (including FutureWarning/DeprecationWarning that could indicate real issues). Consider narrowing this to the specific warning(s) you intend to suppress (e.g., category=ConvergenceWarning and/or a message= match) so unexpected warnings still surface.
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