Github user WeichenXu123 commented on the issue:

    https://github.com/apache/spark/pull/19229
  
    The performance gap issue (compared with RDD version), I create a separated 
JIRA to track:
    https://issues.apache.org/jira/browse/SPARK-22105
    As the result of discussion with @cloud-fan , the reason should be codegen 
size too large causing JVM failed to JIT. This PR should fix this #19082 


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