philo-he commented on code in PR #12954:
URL: https://github.com/apache/gluten/pull/12954#discussion_r3939785451


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shims/common/src/main/scala/org/apache/gluten/sql/shims/SparkShims.scala:
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Review Comment:
   I posted some comments before being aware of this comment. I would recommend 
to do the further refactor to remove those shim APIs if their implementations 
are consistent across the supported Spark versions. We can move them to the 
caller side or a proper module (if the shim API implementation is a bit complex 
and they are called from two or more places) for meeting the dependency 
requirement.



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