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Posted to issues@spark.apache.org by "Kris Mok (Jira)" <ji...@apache.org> on 2020/03/19 06:29:00 UTC

[jira] [Created] (SPARK-31187) Sort the whole-stage codegen debug output by codegenStageId

Kris Mok created SPARK-31187:
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             Summary: Sort the whole-stage codegen debug output by codegenStageId
                 Key: SPARK-31187
                 URL: https://issues.apache.org/jira/browse/SPARK-31187
             Project: Spark
          Issue Type: Improvement
          Components: SQL
    Affects Versions: 2.4.5, 2.4.4, 2.4.3, 2.4.2, 2.4.1, 2.4.0, 3.0.0
            Reporter: Kris Mok


Spark SQL's whole-stage codegen (WSCG) supports dumping the generated code to help with debugging. One way to get the generated code is through {{df.queryExecution.debug.codegen}}, or SQL {{explain codegen}} statement.

The generated code is currently printed without specific ordering, which can make debugging a bit annoying. This ticket tracks a minor improvement to sort the codegen dump by the {{codegenStageId}}, ascending.

After this change, the following query:
{code}
spark.range(10).agg(sum('id)).queryExecution.debug.codegen
{code}
will always dump the generated code in a natural, stable order.

The number of codegen stages within a single SQL query tends to be very small, most likely < 50, so the overhead of adding the sorting shouldn't be significant.



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