itholic opened a new pull request, #44010:
URL: https://github.com/apache/spark/pull/44010

   ### What changes were proposed in this pull request?
   
   This PR proposes to refactor the script used to generate the [Supported 
pandas 
API](https://spark.apache.org/docs/latest/api/python/user_guide/pandas_on_spark/supported_pandas_api.html)
 documentation. The script has been restructured for better readability and 
maintainability. The refactoring includes:
   
   - Simplifying complex functions and breaking them into smaller, more 
manageable pieces.
   - Improving variable and function naming for clarity.
   - Adding comprehensive docstrings in the NumPy docstyle.
   - Streamlining the flow of the script to enhance logical coherence.
   
   ### Why are the changes needed?
   
   The previous version of the script was hard to understand and maintain due 
to its complexity and lack of documentation. This refactoring makes the script 
more accessible to new contributors and easier to modify or extend in the 
future. It also ensures that the script adheres to best practices in Python 
coding, making it a more reliable tool for generating accurate and up-to-date 
documentation.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No user-facing changes. This PR only affects the internal documentation 
generation process.
   
   ### How was this patch tested?
   
   Tested by generating the documentation manually and verifying that the 
output remains consistent with the previous version.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   No.


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