For those of you who haven't run into this SO thread http://stackoverflow.com/questions/39633614/calculate-quantile-on-grouped-data-in-spark-dataframe, it's pointed out there that one work-around is to use HIVE UDF "percentile_approx". Please see the accepted answer in that SO thread.
