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https://issues.apache.org/jira/browse/SPARK-28375?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Josh Rosen updated SPARK-28375:
-------------------------------
Labels: correctness (was: )
Adding the 'correctness' label so we remember to backport this fix to 2.4.x.
> Enforce idempotence on the PullupCorrelatedPredicates optimizer rule
> --------------------------------------------------------------------
>
> Key: SPARK-28375
> URL: https://issues.apache.org/jira/browse/SPARK-28375
> Project: Spark
> Issue Type: Improvement
> Components: SQL
> Affects Versions: 3.0.0
> Reporter: Yesheng Ma
> Priority: Major
> Labels: correctness
>
> The current PullupCorrelatedPredicates implementation can accidentally remove
> predicates for multiple runs.
> For example, for the following logical plan, one more optimizer run can
> remove the predicate in the SubqueryExpresssion.
> {code:java}
> # Optimized
> Project [a#0]
> +- Filter a#0 IN (list#4 [(b#1 < d#3)])
> : +- Project [c#2, d#3]
> : +- LocalRelation <empty>, [c#2, d#3]
> +- LocalRelation <empty>, [a#0, b#1]
> # Double optimized
> Project [a#0]
> +- Filter a#0 IN (list#4 [])
> : +- Project [c#2, d#3]
> : +- LocalRelation <empty>, [c#2, d#3]
> +- LocalRelation <empty>, [a#0, b#1]
> {code}
>
>
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