Davies Liu created SPARK-12913:
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             Summary: Reimplement all builtin aggregate functions as 
declarative function
                 Key: SPARK-12913
                 URL: https://issues.apache.org/jira/browse/SPARK-12913
             Project: Spark
          Issue Type: Improvement
          Components: SQL
            Reporter: Davies Liu


As benchmarked and discussed here: 
https://github.com/apache/spark/pull/10786/files#r50038294.

Benefits from codegen, the declarative aggregate function could be much faster 
than imperative one,  we should re-implement all the builtin aggregate 
functions as declarative one.



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