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Posted to issues@spark.apache.org by "L. C. Hsieh (Jira)" <ji...@apache.org> on 2021/05/28 23:12:00 UTC
[jira] [Created] (SPARK-35560) Remove redundant subexpression
evaluation in nested subexpressions
L. C. Hsieh created SPARK-35560:
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Summary: Remove redundant subexpression evaluation in nested subexpressions
Key: SPARK-35560
URL: https://issues.apache.org/jira/browse/SPARK-35560
Project: Spark
Issue Type: Improvement
Components: SQL
Affects Versions: 3.2.0
Reporter: L. C. Hsieh
Assignee: L. C. Hsieh
In some cases, whole-stage codegen's subexpression elimination will do redundant subexpression evaluation. We should reduce it. For example, if we have two sub-exprs:
1. simpleUDF($"id")
2. functions.length(simpleUDF($"id"))
We should only evaluate `simpleUDF($"id")` once, i.e.
subExpr1 = simpleUDF($"id");
subExpr2 = functions.length(subExpr1);
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