Deprecation Warning: `force_all_finite` from scikit-learn

[stuartwayland]

🐛 Deprecation Warning: force_all_finite from scikit-learn

Summary

Our test suite and CI logs are being cluttered by a FutureWarning related to the deprecated force_all_finite parameter in scikit-learn.

ℹ️ This warning is not triggered by our own code, but by dependencies that internally use the deprecated argument.

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⚠️ Warning Message

FutureWarning: 'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.

This is emitted by scikit-learn’s _deprecate_force_all_finite() helper:

# sklearn/utils/deprecation.py
def _deprecate_force_all_finite(force_all_finite, ensure_all_finite):
    ...
    warnings.warn(
        "'force_all_finite' was renamed to 'ensure_all_finite' in 1.6 and will be removed in 1.8.",
        FutureWarning,
    )

✅ Proposed Actions

• (ideal) Identify and update dependencies that still use force_all_finite.
• (mandatory) Track with this issue until scikit-learn>=1.8.0 removes the param entirely.