Github user chenghao-intel commented on the pull request:
https://github.com/apache/spark/pull/9480#issuecomment-154316345
In general, I think we'd better add more IR (Intermediate Representation,
should be the Expression or Logical Plan node here) for common sub expression
cases, and we then we can identify the common sub expressions and transform to
the new IRs, which should be more clean for code gen part of work.
As the codegen code is a runtime behavior, which is difficult to debug and
maintain, more IR will be helpful for this case, and that's also how a modern
compiler works.
And I don't think the approach I described can be done right now, it's will
be a big change, actually, we have lots of similar optimization like "Common
Table Expression" (CTE), or self join can be optimized in the same way, it will
be cool if we can figure a approach for the general common xxx elimination.
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