Wenchen Fan created SPARK-23818:
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             Summary: an official UDF interface for Spark SQL
                 Key: SPARK-23818
                 URL: https://issues.apache.org/jira/browse/SPARK-23818
             Project: Spark
          Issue Type: Improvement
          Components: SQL
    Affects Versions: 2.4.0
            Reporter: Wenchen Fan


Nowadays the Spark UDF interface is pretty simple: it's basically just a lambda 
function.

We should come up with a new one that can:
1. operate on InternalRow directly for better performance
2. define deterministic/mutable/nullable in the UDF itself
3. java friendly



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