fix: Avoid creating huge duplicate of canonicalized plans for CometNativeExec#639
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viirya merged 9 commits intoapache:mainfrom Jul 8, 2024
Merged
fix: Avoid creating huge duplicate of canonicalized plans for CometNativeExec#639viirya merged 9 commits intoapache:mainfrom
viirya merged 9 commits intoapache:mainfrom
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This reverts commit b272551.
viirya
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andygrove
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Merged. Thanks @andygrove |
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…tiveExec (apache#639) * fix: Remove original plan parameter from CometNativeExec * Revert "fix: Remove original plan parameter from CometNativeExec" This reverts commit b272551. * More * Revert "Revert "fix: Remove original plan parameter from CometNativeExec"" This reverts commit 722dc07. * More * More * Fix * Fix diffs * Update
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Which issue does this PR close?
Closes #594.
Rationale for this change
I encountered OOM issue when trying to enable columnar shuffle for TPCDS queries in #613. I ran memory profiling and found that a lot of Spark expressions are allocated, e.g.,
AttributeReference:It seems caused by the recursively canonicalization in
canonicalizePlanson the original plan parameter. I think it is because when we transform the query plan, original plans in each operator could reference mix of Spark and Comet plans. When the canonical plans are required, it produces huge duplicate of canonicalized plans for each query snippets.We don't need to rely on the original plan to compare canonical plans of Comet. This patch simply changes the canonical plan of the original plan to null.
What changes are included in this PR?
How are these changes tested?