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Posted to issues@spark.apache.org by "David Mollitor (Jira)" <ji...@apache.org> on 2026/09/22 02:04:00 UTC
[jira] [Created] (SPARK-59706) Hoist loop-invariant left row out of the AS-OF join inner scan
David Mollitor created SPARK-59706:
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Summary: Hoist loop-invariant left row out of the AS-OF join inner scan
Key: SPARK-59706
URL: https://issues.apache.org/jira/browse/SPARK-59706
Project: Spark
Issue Type: Improvement
Components: SQL
Affects Versions: 4.1.0
Reporter: David Mollitor
Fix For: 4.3.0
h3. What changes were proposed in this pull request?
In {{SortMergeAsOfJoinScanner}}
({{{}sql/core/src/main/scala/org/apache/spark/sql/execution/joins/SortMergeAsOfJoinExec.scala{}}}), the per-left-row scan over the buffered right group ({{{}findBestBackwardForward{}}} and {{{}findBestForwardNearest{}}}) rebinds both sides of the shared {{JoinedRow}} on every iteration via {{{}joinedRow.withLeft(leftRow).withRight(rightRow){}}}. The left row is fixed for the duration of a scan, so this binds {{joinedRow.withLeft(leftRow)}} once before the loop and keeps only {{joinedRow.withRight(rightRow)}} inside it.
h3. Why are the changes needed?
The inner scan runs once per buffered right row for every left row, so {{withLeft}} was called redundantly on each iteration with an argument that never changes within a scan. JFR profiling of {{AsOfJoinBenchmark}} showed {{JoinedRow.withLeft}} / {{withRight}} among the hotter frames in the (interpreted) scanner. Binding the left side once removes the redundant per-row call.
This is behavior-preserving: {{JoinedRow.withLeft}} only stores the left-row reference, nothing mutates the left side within a scan, and {{findNext}} re-binds both sides before projecting the output row.
h3. Does this PR introduce any user-facing change?
No.
h3. How was this patch tested?
Existing tests pass: {{{}SortMergeAsOfJoinSuite{}}}, {{{}DataFrameAsOfJoinSuite{}}}, {{{}AsOfJoinSQLSuite{}}}, and {{AsOfJoinSortMergeSQLSuite}} (89 tests).
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