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Github user artemrd commented on the issue:
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Just a long-running job and memory pressure is not enough. You need to have
several attempts for a stage, each new attempt will update Stage._latestInfo,
so previous StageInfo and it's accumulators
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I may miss something. It's weak reference, so if we have a long-running job
and the memory pressure is high, we can reproduce it?
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LGTM
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@viirya actually I had just one last comment:
https://github.com/apache/spark/pull/21193#discussion_r187612068
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Thanks @steveloughran for your deep explanation!
Spark does have a unique job id, but it's only unique within a
SparkContext, we may have 2 different spark applications writing to the
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I have no comment on this pr and LGTM (I'm looking forward to your
follow-up about the manual reference issue.).
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`jsonExpressions.scala` also has the same issue?
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This issue is more like a race condition, so the test needs to generate a
specific sequence of events to reproduce the issue. I agree it's probably too
specific. What is Spark approach to reproduce
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@@ -237,6 +236,65 @@ class AccumulatorSuite extends SparkFunSuite with
Matchers
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Thanks @cloud-fan @steveloughran for your reply, I will look more detail on
this problem.
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@@ -120,7 +120,8 @@ abstract class FileCommitProtocol {
*
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Not sure why AppVeyor build failed. How to re-trigger AppVeyor build?
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@HyukjinKwon we are one of the Spark users experiencing this problem in the
real world: dealing with dirty data produced by a variety of third party
systems. Documentation doesn't solve anything
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ping @hvanhovell @cloud-fan
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@icexelloss It only happens when there are more than one batch in each
partition. Existing tests do not hit this condition. That is why the added test
here is doing a `repartition`:
`df =
Github user steveloughran commented on the issue:
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> cc @steveloughran who I believe is the expert in this area.
I suppose "Stepped through the FileOutputCommit operations with a debugger
and a pen and paper" counts, given the
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Gentle ping @hvanhovell @ueshin
Is there anything else I can do to move forward with this PR?
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@viirya Thanks for catching this!
I think we have many tests that excise the array types. I am curious why
this is not caught by existing tests, e.g:
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The test failure is caused by a bug. I proposed a fix at #21312.
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retest this please
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