nikolauspschuetz opened a new pull request, #57267:
URL: https://github.com/apache/spark/pull/57267

   ### What changes were proposed in this pull request?
   
   The `Parameters` section of `BisectingKMeansModel.computeCost` (in 
`python/pyspark/mllib/clustering.py`) documented the argument as `point`, but 
the method signature names it `x`:
   
   ```python
   def computeCost(self, x: Union["VectorLike", RDD["VectorLike"]]) -> float:
       ...
       Parameters
       ----------
       point : :py:class:`pyspark.mllib.linalg.Vector` or 
:py:class:`pyspark.RDD`
   ```
   
   This renames the docstring entry from `point` to `x` so the documented 
parameter matches the actual signature.
   
   ### Why are the changes needed?
   
   The documented parameter name did not exist in the signature. NumPyDoc-style 
`Parameters` entries are expected to name the actual arguments; the mismatch is 
misleading in the rendered API docs. For contrast, the sibling 
`GaussianMixtureModel.computeCost` in the same file already documents its `rdd` 
argument correctly.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No. Documentation-only wording fix in a docstring.
   
   ### How was this patch tested?
   
   No behavior change. Verified the file with `python -m py_compile` and `ruff 
check` (both pass). The rendered docstring now names the same parameter as the 
signature.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: Claude Code (Claude Opus 4.8)
   


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