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[SPARK-23095][SQL] Decorrelation of scalar subquery fails with java.u…
…til.NoSuchElementException ## What changes were proposed in this pull request? The following SQL involving scalar correlated query returns a map exception. ``` SQL SELECT t1a FROM t1 WHERE t1a = (SELECT count(*) FROM t2 WHERE t2c = t1c HAVING count(*) >= 1) ``` ``` SQL key not found: ExprId(278,786682bb-41f9-4bd5-a397-928272cc8e4e) java.util.NoSuchElementException: key not found: ExprId(278,786682bb-41f9-4bd5-a397-928272cc8e4e) at scala.collection.MapLike$class.default(MapLike.scala:228) at scala.collection.AbstractMap.default(Map.scala:59) at scala.collection.MapLike$class.apply(MapLike.scala:141) at scala.collection.AbstractMap.apply(Map.scala:59) at org.apache.spark.sql.catalyst.optimizer.RewriteCorrelatedScalarSubquery$.org$apache$spark$sql$catalyst$optimizer$RewriteCorrelatedScalarSubquery$$evalSubqueryOnZeroTups(subquery.scala:378) at org.apache.spark.sql.catalyst.optimizer.RewriteCorrelatedScalarSubquery$$anonfun$org$apache$spark$sql$catalyst$optimizer$RewriteCorrelatedScalarSubquery$$constructLeftJoins$1.apply(subquery.scala:430) at org.apache.spark.sql.catalyst.optimizer.RewriteCorrelatedScalarSubquery$$anonfun$org$apache$spark$sql$catalyst$optimizer$RewriteCorrelatedScalarSubquery$$constructLeftJoins$1.apply(subquery.scala:426) ``` In this case, after evaluating the HAVING clause "count(*) > 1" statically against the binding of aggregtation result on empty input, we determine that this query will not have a the count bug. We should simply return the evalSubqueryOnZeroTups with empty value. (Please fill in changes proposed in this fix) ## How was this patch tested? A new test was added in the Subquery bucket. Author: Dilip Biswal <[email protected]> Closes #20283 from dilipbiswal/scalar-count-defect. (cherry picked from commit 0c2ba42) Signed-off-by: gatorsmile <[email protected]>
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