panbingkun opened a new pull request, #42428:
URL: https://github.com/apache/spark/pull/42428

   ### What changes were proposed in this pull request?
   The pr aims to add Spark version drop down to the PySpark doc site.
   
   ### Why are the changes needed?
   Currently, PySpark documentation does not have a version dropdown. While by 
default we want people to land on the latest version, it will be helpful and 
easier for people to find docs if we have this version dropdown. 
   
   ### Does this PR introduce _any_ user-facing change?
   No.
   
   ### How was this patch tested?
   Manual testing.
   
   ```
   cd python/docs
   make html
   ```
   


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