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Add a strategy to fall back to Vanilla Spark shuffle manager#1047
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lviiii wants to merge 15 commits intooap-project:mainfrom
Open
Add a strategy to fall back to Vanilla Spark shuffle manager#1047lviiii wants to merge 15 commits intooap-project:mainfrom
lviiii wants to merge 15 commits intooap-project:mainfrom
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…ect#978) * [NSE-927] Add macro __AVX512BW__ check for different CPU architecture (oap-project#975) * Add __AVX512BW__ check * Fix cFormat * [NSE-126] set default codegen opt to O1 for branch-1.4
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Thanks for opening a pull request! Could you open an issue for this pull request on Github Issues? https://github.com/oap-project/native-sql-engine/issues Then could you also rename commit message and pull request title in the following format? See also: |
Collaborator
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Assuming the first two commits are not relevant to your patch, please do NOT include them. If your work depends on these commits, it would be better to open a dedicate PR to port them to main branch. |
PHILO-HE
changed the title
# Conflicts: # native-sql-engine/core/src/main/scala/com/intel/oap/expression/ConverterUtils.scala
zhouyuan
reviewed
Jul 28, 2022
| conf.getConfString("spark.oap.sql.columnar.shuffledhashjoin", "true").toBoolean && enableCpu | ||
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| // enable or disable fallback shuffle manager | ||
| val enableFallbackShuffle: Boolean = conf |
Contributor
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can you please also add a short note on how to use this feature? and also make this default to false
Contributor
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Added that in the description dialog
Disabled the configuration "spark.oap.sql.columnar.enableFallbackShuffle".
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What changes were proposed in this pull request?
Add the strategy to fallback to Vanilla Spark shuffle manager.
o Enable fallback shuffle configuration and reuse the ColumnarShuffleExchangeExec
o Initiate the splitter iterator in Shuffle Dependency, and transform to the RDD: Produce2[Int, ColumnarBatch]
o Serialize the record batch to Shuffle Writer of Vanilla Spark.
How does this patch work?
When submit an application, we use native SQL engine with default ColumnarShuffleManager configuration,
--conf spark.shuffle.manager=org.apache.spark.shuffle.sort.ColumnarShuffleManagerHowever, we want to specify the custom or other shuffle manager for some situations, to enable Vanilla Spark shuffle manager，
--conf spark.shuffle.manager=org.apache.spark.shuffle.sort.SortShuffleManager --conf spark.oap.sql.columnar.enableFallbackShuffle=trueHow was this patch tested?
(Please explain how this patch was tested. E.g. unit tests, integration tests, manual tests)
(If this patch involves UI changes, please attach a screenshot; otherwise, remove this)