holdenk created SPARK-15589:
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             Summary: Anaylze simple PySpark closures and generate SQL 
expressions
                 Key: SPARK-15589
                 URL: https://issues.apache.org/jira/browse/SPARK-15589
             Project: Spark
          Issue Type: Improvement
          Components: PySpark, SQL
            Reporter: holdenk


Similar to SPARK-14083 we can try introspecting simple Python functions and see 
if we can generate an equivalent SQL expression. This would result in an even 
greater performance increase for PySpark users than Scala users as not only 
would they benefit from better codegen, it would also avoid substantial 
serialization cost.



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