Davies Liu created SPARK-3679:
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             Summary: pickle the exact globals of functions
                 Key: SPARK-3679
                 URL: https://issues.apache.org/jira/browse/SPARK-3679
             Project: Spark
          Issue Type: Bug
          Components: PySpark
            Reporter: Davies Liu
            Priority: Critical


function.func_code.co_names has all the names used in the function, including 
name of attributes. It will pickle some unnecessary globals if there is a 
global having the same name with attribute (in co_names).

There is a regression introduced by PR 2114 
https://github.com/apache/spark/pull/2144/files





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