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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2021/06/03 17:44:33 UTC
[GitHub] [spark] venkata91 commented on pull request #32754: [SPARK-35613][CORE][SQL] Cache commonly occurring strings in SQLMetrics, JSONProtocol and AccumulatorV2 classes
venkata91 commented on pull request #32754:
URL: https://github.com/apache/spark/pull/32754#issuecomment-854059790
> Can you please include the impact of these changes ?
> For the cases we observed, what was the 'savings' for the individual changes ?
>
> This will help quantify the amount of garbage saved for nontrivial spark applications.
Added more details on the garbage accumulated and the impact after fixing them.
Earlier the job used to be configured with driver memory of 40+gb and still run into heavy GC but after these fixes the driver memory is brought down to 25gb and no long Full GC pauses. Now the Full GC pauses are much more streamlined.
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