Github user cloud-fan commented on the issue:

    https://github.com/apache/spark/pull/20217
  
    To be consistent with Java/Scala API, I think we should only add this new 
API to `UDFRegistration`. We should also move the `registerFunction` to there 
too, and deprecate it in `Catalog`.
    
    Like other people mentioned before, it's really confusing to have so many 
ways to register a UDF in PySpark, while Java/Scala API is cleaner.


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