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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2019/04/25 13:44:11 UTC

[GitHub] [spark] cloud-fan opened a new pull request #24459: [SPARK-24935][SQL][followup] support INIT -> UPDATE -> MERGE -> FINISH in Hive UDAF adapter

cloud-fan opened a new pull request #24459: [SPARK-24935][SQL][followup] support INIT -> UPDATE -> MERGE -> FINISH in Hive UDAF adapter
URL: https://github.com/apache/spark/pull/24459
 
 
   ## What changes were proposed in this pull request?
   
   This is a followup of https://github.com/apache/spark/pull/24144 . #24144 missed one case: when hash aggregate fallback to sort aggregate, the life cycle of UDAF is: INIT -> UPDATE -> MERGE -> FINISH.
   
   However, not all Hive UDAF can support it. Hive UDAF knows the aggregation mode when creating the aggregation buffer, so that it can create different buffers for different inputs: the original data or the aggregation buffer. Please see an example in the [sketches library](https://github.com/DataSketches/sketches-hive/blob/7f9e76e9e03807277146291beb2c7bec40e8672b/src/main/java/com/yahoo/sketches/hive/cpc/DataToSketchUDAF.java#L107). The buffer for UPDATE may not support MERGE.
   
   This PR updates the Hive UDAF adapter in Spark to support INIT -> UPDATE -> MERGE -> FINISH, by turning it to  INIT -> UPDATE -> FINISH + IINIT -> MERGE -> FINISH.
   
   ## How was this patch tested?
   
   a new test case

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