Hyunwoo Park created SPARK-39456:
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             Summary: Fix broken function links in the auto-generated 
documetation on pandas API support list.
                 Key: SPARK-39456
                 URL: https://issues.apache.org/jira/browse/SPARK-39456
             Project: Spark
          Issue Type: Improvement
          Components: PySpark
    Affects Versions: 3.4.0
            Reporter: Hyunwoo Park


In the auto-generated documentation on pandas API support list, there are cases 
where the link of the function property provided in the document is not 
connected, so it needs to be corrected.

The current 'supported API generation' function dynamically compares the 
modules of `{{{}PySpark.pandas`{}}} and `{{{}pandas`{}}} to find the 
difference. At this time, the inherited class is also aggregated, and the link 
is not generated correctly (such as {{`CategoricalIndex.all()`}} is used 
internally by inheriting `{{{}Index.all()`{}}}.) because it does not match the 
pattern of each API document.



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