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Github user eyalfa commented on the issue: https://github.com/apache/spark/pull/21369 @cloud-fan , i guess we can copy the test util from scala as long as it doesnt violet licensing or credits, please advice on the proper way of doingbthat and where do u want to place the code? Does spark have a testing lib that can be reused? --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user cloud-fan commented on the issue: https://github.com/apache/spark/pull/21369 the patch LGTM, but I'm not sure the test is useful. it's too coupled with the implementation and if we have reference leak again, I don't think the test can help to detect it. Can we copy-paste https://github.com/scala/scala/blob/2.13.x/test/junit/scala/tools/testing/AssertUtil.scala#L69-L90 to the test? --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user advancedxy commented on the issue:
https://github.com/apache/spark/pull/21369
> @advancedxy , using jvisualvm+heap dump I could see that the second
introduced test case ("drop all references to the underlying map once the
iterator is exhausted") eliminated all references to the underlying map:
heap contained one instance of SizeTrackingAppendOnlyMap, but all
references to it where unreachable, hence it was due to be evicted.
found one instance of CompletionIterator (actually anonymous class deriving
it) which had references to the SpillableIterator, direct ref as member 'sub'
and another one via member completionFunction$1.
the SpillableIterator had a single ref to the ExternalAppendOnlyMap which
already had its currentMap field already nullified.
Thanks. cc @cloud-fan for final review
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Github user eyalfa commented on the issue:
https://github.com/apache/spark/pull/21369
@advancedxy , using jvisualvm+heap dump I could see that the second
introduced test case ("drop all references to the underlying map once the
iterator is exhausted") eliminated all references to the underlying map:
heap contained one instance of `SizeTrackingAppendOnlyMap`, but all
references to it where unreachable, hence it was due to be evicted.
found one instance of CompletionIterator (actually anonymous class deriving
it) which had references to the `SpillableIterator`, direct ref as member 'sub'
and another one via member `completionFunction$1`.
the `SpillableIterator` had a single ref to the `ExternalAppendOnlyMap`
which already had its `currentMap` field already nullified.
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Github user JerryLead commented on the issue: https://github.com/apache/spark/pull/21369 Thank you all for fixing this issue. I'm sorry that I'm now writing a research paper about Spark GC and going to submit this paper next month. Since there is a lot of paper work to do, the verification may be performed next month. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user eyalfa commented on the issue: https://github.com/apache/spark/pull/21369 well, I took the time trying to figure out how's the iterator is eventually being used, (most of) it boils down to `org.apache.spark.scheduler.ShuffleMapTask#runTask` which does: `writer.write(rdd.iterator(partition, context).asInstanceOf[Iterator[_ <: Product2[Any, Any]]])` looking at `org.apache.spark.shuffle.ShuffleWriter#write` implementations, it seems all of them first exhaust the iterator and then perform some kind of postprocessing: i.e. merging spills, sorting, writing partitions files and then concatanating them into a single file... bottom line the Iterator may actually be 'sitting' for some time after reaching EOF. I'll implement the 'simple approach' for this PR, but I think this deserves a separate JIRA issue + PR. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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