Github user viirya commented on the issue:

    https://github.com/apache/spark/pull/19505
  
    @icexelloss The summary and the proposal 3 looks great. To prevent 
confusing, can you also put the usage of each function type in proposal 3? 
E.g., group_map is for `groupby().apply()`, transform is for `withColumn`, etc? 
Thanks.


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