[SPARK-47720][CORE] Update spark.speculation.multiplier to 3 and spark.speculation.quantile to 0.9#45858
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dongjoon-hyun wants to merge 2 commits into
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[SPARK-47720][CORE] Update spark.speculation.multiplier to 3 and spark.speculation.quantile to 0.9#45858dongjoon-hyun wants to merge 2 commits into
spark.speculation.multiplier to 3 and spark.speculation.quantile to 0.9#45858dongjoon-hyun wants to merge 2 commits into
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…park.speculation.quantile` to 0.9
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WDYT, @cloud-fan and @HyukjinKwon ? I received many requests due to the following. |
mridulm
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Apr 3, 2024
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We actually use 4 and 0.9 internally :-)
We also have a minTaskRuntime of 30s ... though this might not work well for streaming apps.
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cc @Ngone51 and @jiangxb1987 FYI |
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Thank you, @mridulm and @HyukjinKwon . |
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Merged to master for Apache Spark 4.0.0. |
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What changes were proposed in this pull request?
This PR aims to adjust the following in order to make Spark speculative execution behavior less aggressive from Apache Spark 4.0.0.
spark.speculation.multiplier: 1.5 -> 3spark.speculation.quantile: 0.75 -> 0.9Why are the changes needed?
Although
spark.speculationis disabled by default, this has been used in many production use cases.Does this PR introduce any user-facing change?
This will make a speculative execution less agressive.
How was this patch tested?
Pass the CIs.
Was this patch authored or co-authored using generative AI tooling?
No.