panbingkun commented on PR #47214:
URL: https://github.com/apache/spark/pull/47214#issuecomment-2211504848

   > Thanks for the fix! Two comments:
   > 
   > 1. Can we show `4.0.0-preview1` instead of `4.0.0` in the version dropdown?
   > 2. (Not related to this PR) This dropdown is super helpful.  Can we 
consider adding it to earlier docs? For example, it would allow users to easily 
switch to the latest documentation on this page: 
https://spark.apache.org/docs/3.1.1/api/python/reference/api/pyspark.sql.DataFrame.groupBy.html.
   
   1.Of course, I am only here for convenience testing. I simulated the content 
of the file `versions.json` when the official 4.0.0 version was released 
locally, just giving an example
   (Additionally, based on previous discussions, temporary previews like 
`4.0.0-preview1` will not ultimately appear in the dropdown menu)
   
   2.For previously released versions, we need to manually (or through some 
tool code) update the files already published in the code repository 
`spark-website` under path `site/docs/{spark version}/api/python`. I can try it 
out later. 😄


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