[SPARK-40862][SQL] Support non-aggregated subqueries in RewriteCorrelatedScalarSubquery#38336
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[SPARK-40862][SQL] Support non-aggregated subqueries in RewriteCorrelatedScalarSubquery#38336allisonwang-db wants to merge 2 commits intoapache:masterfrom
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cc @cloud-fan |
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sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/subquery.scala
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jchen5
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Looks good to me, one small comment
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Looks like this comment needs to be updated - in the new case it's returning None, rather than the inner query block below HAVING (and this is ok because we only needed the aggregate to fix the COUNT bug). Right?
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Yea, we should at least explain when the third part can be None.
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how about we make the case 1 result a lazy val? (multiple variable lazy val looks weird)
lazy val planWithoutCountBug = Project(... // Or just val as constructing logical plan is cheap
if (resultWithZeroTups.isEmpty) {
planWithoutCountBug
} else {
val (topPart, havingNode, aggNode) = splitSubquery(query)
if (aggNode.isEmpty) planWithoutCountBug else ...
}
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thanks, merging to master! |
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…atedScalarSubquery ### What changes were proposed in this pull request? This PR updates the `splitSubquery` in `RewriteCorrelatedScalarSubquery` to support non-aggregated one-row subquery. In CheckAnalysis, we allow three types of correlated scalar subquery patterns: 1. SubqueryAlias/Project + Aggregate 2. SubqueryAlias/Project + Filter + Aggregate 3. SubqueryAlias/Project + LogicalPlan (maxRows <= 1) https://github.com/apache/spark/blob/748fa2792e488a6b923b32e2898d9bb6e16fb4ca/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/CheckAnalysis.scala#L851-L856 We should support the thrid case in `splitSubquery` to avoid `Unexpected operator` exceptions. ### Why are the changes needed? To fix an issue with correlated subquery rewrite. ### Does this PR introduce _any_ user-facing change? No ### How was this patch tested? New unit tests. Closes apache#38336 from allisonwang-db/spark-40862-split-subquery. Authored-by: allisonwang-db <allison.wang@databricks.com> Signed-off-by: Wenchen Fan <wenchen@databricks.com>
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What changes were proposed in this pull request?
This PR updates the
splitSubqueryinRewriteCorrelatedScalarSubqueryto support non-aggregated one-row subquery.In CheckAnalysis, we allow three types of correlated scalar subquery patterns:
spark/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/CheckAnalysis.scala
Lines 851 to 856 in 748fa27
We should support the thrid case in
splitSubqueryto avoidUnexpected operatorexceptions.Why are the changes needed?
To fix an issue with correlated subquery rewrite.
Does this PR introduce any user-facing change?
No
How was this patch tested?
New unit tests.