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Scala version categorify udf see big GC overhead in recsys2020 example
python udf will need extra executorMemoryOverhead, so we decided to use scala udf for udf categorify
While from test, we see big GC overhead of scala-udf
Need to fix this
possibility:
- Categorify class is extends from UserDefinedFunction, while this is not a case class
- input and output encoder?
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