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[GitHub] [spark] rednaxelafx opened a new pull request #27955:
[SPARK-31187][SQL] Sort the whole-stage codegen debug output by
codegenStageId
rednaxelafx opened a new pull request #27955: [SPARK-31187][SQL] Sort the whole-stage codegen debug output by codegenStageId
URL: https://github.com/apache/spark/pull/27955
### What changes were proposed in this pull request?
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 PR makes a minor improvement to sort the codegen dump by the `codegenStageId`, ascending.
After this change, the following query:
```scala
spark.range(10).agg(sum('id)).queryExecution.debug.codegen
```
will always dump the generated code in a natural, stable order. A version of this example with shorter output is:
```
spark.range(10).agg(sum('id)).queryExecution.debug.codegenToSeq.map(_._1).foreach(println)
*(1) HashAggregate(keys=[], functions=[partial_sum(id#8L)], output=[sum#15L])
+- *(1) Range (0, 10, step=1, splits=16)
*(2) HashAggregate(keys=[], functions=[sum(id#8L)], output=[sum(id)#12L])
+- Exchange SinglePartition, true, [id=#30]
+- *(1) HashAggregate(keys=[], functions=[partial_sum(id#8L)], output=[sum#15L])
+- *(1) Range (0, 10, step=1, splits=16)
```
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.
### Why are the changes needed?
Minor improvement to aid WSCG debugging.
### Does this PR introduce any user-facing change?
No user-facing change for end-users; minor change for developers who debug WSCG generated code.
### How was this patch tested?
Manually tested the output; all other tests still pass.
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URL: https://github.com/apache/spark/pull/27955#issuecomment-601023723
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[GitHub] [spark] maropu commented on issue #27955: [SPARK-31187][SQL] Sort
the whole-stage codegen debug output by codegenStageId
Posted by GitBox <gi...@apache.org>.
maropu commented on issue #27955: [SPARK-31187][SQL] Sort the whole-stage codegen debug output by codegenStageId
URL: https://github.com/apache/spark/pull/27955#issuecomment-601137742
Thanks! Merged to master/3.0.
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URL: https://github.com/apache/spark/pull/27955#issuecomment-601021139
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* This patch **fails due to an unknown error code, -9**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] maropu commented on issue #27955: [SPARK-31187][SQL] Sort
the whole-stage codegen debug output by codegenStageId
Posted by GitBox <gi...@apache.org>.
maropu commented on issue #27955: [SPARK-31187][SQL] Sort the whole-stage codegen debug output by codegenStageId
URL: https://github.com/apache/spark/pull/27955#issuecomment-601138759
Since I think this PR improves debugability, I merged this into 3.0, too.
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[GitHub] [spark] kiszk commented on issue #27955: [SPARK-31187][SQL] Sort
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kiszk commented on issue #27955: [SPARK-31187][SQL] Sort the whole-stage codegen debug output by codegenStageId
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retest this please
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* This patch passes all tests.
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[GitHub] [spark] maropu closed pull request #27955: [SPARK-31187][SQL] Sort
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maropu closed pull request #27955: [SPARK-31187][SQL] Sort the whole-stage codegen debug output by codegenStageId
URL: https://github.com/apache/spark/pull/27955
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