Github user jaceklaskowski commented on the issue:

    https://github.com/apache/spark/pull/14891
  
    Frankly, I'd not have bothered with the changes if I had not seen them 
elsewhere. See 
http://spark.apache.org/docs/latest/api/scala/index.html#org.apache.spark.sql.Dataset
 and look for `foreach` and `foreachPartition` for (Java-specific) while 
http://spark.apache.org/docs/latest/api/scala/index.html#org.apache.spark.sql.Encoders$
 and `javaSerialization` /  `kryo` for (Scala-specific). I have seen examples 
with both in one source like 
http://spark.apache.org/docs/latest/api/scala/index.html#org.apache.spark.sql.RelationalGroupedDataset.
 That was the main reason while the other was to understand why there are two 
different variants of the same method (and then it clicked but only when I'd 
seen the other examples).


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