Github user kayousterhout commented on the issue:
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Thanks all for the work on this! I've merged this into master.
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LGTM
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Github user jinxing64 commented on the issue:
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@kayousterhout @squito @markhamstra
Thanks for all of your work for this patch. Really appreciate your help : )
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LGTM! Thanks for finding this subtle bug and all of the hard work to fix it
@jinxing64. I'll wait until tomorrow to merge this to give Mark and Imran a
chance for any last comments.
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Yes, refined : )
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LGTM pending one last comment improvement
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@squito
Thanks a lot. I've refined the comment, please take another look.
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@kayousterhout
I've refined accordingly, please take another look : )
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Github user jinxing64 commented on the issue:
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@kayousterhout
Thanks a lot for the clear explanation. It makes great sense to me and help
me understand the logic a lot. Also I think the way of testing is very good and
make the code very
Github user markhamstra commented on the issue:
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Thanks for all the investigation and the write up, @kayousterhout This
makes good sense to me, and should take us a long way toward both fixing the
immediate bug and improving the code. We
Github user kayousterhout commented on the issue:
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Also, if you implement the new change I proposed, I think it's relatively
straightforward to write a new test in DAGSchedulerSuite for the new behavior
(which will be pretty similar to the
Github user kayousterhout commented on the issue:
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tl;dr I donât think Markâs change is quite correct, which is why the
tests were failing. Instead, I think we need to replace the failedEpoch
if/else statement and the pendingPartitions
Github user kayousterhout commented on the issue:
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I spent a long time looking at this and I think @markhamsta's solution is
the way to go, and that we should update the tests to address the failures (I
think the two tests that fail are
Github user jinxing64 commented on the issue:
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@markhamstra @squito @kayousterhout
It would be great if you can give more comments about above and I can
continue working on this : )
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As @squito mentioned:
>Before this, the DAGScheduler didn't really know anything about
taskSetManagers. (In its current form, this pr uses a "leaked" handle via
Github user jinxing64 commented on the issue:
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@kayousterhout @squito @markhamstra
Thanks a lot for reviewing this pr thus far. I do think the approach, which
throws away task results from earlier attempts that were running on executors
Github user markhamstra commented on the issue:
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@kayousterhout yes, I also looked at duplicating `stage.pendingPartitions
-= task.partitionId`. I could live with that.
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After thinking about this for a few more minutes, I'm going to retract my
earlier statement about preferring my approach to yours. I think we can file a
JIRA for the bigger problem of
Github user kayousterhout commented on the issue:
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BTW Mark one slightly different version of your suggestion I'd considered
is:
(1) move stage.pendingPartitions -= task.partitionId so that it's
duplicated in each of the two case
Github user markhamstra commented on the issue:
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@kayousterhout don't overestimate my enthusiasm for my own suggestion. I'm
really just thinking aloud in search of a solution, and I agree with you that
the TaskSetManager and DAGScheduler
Github user kayousterhout commented on the issue:
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@markhamstra I prefer that approach to the approach in the existing PR, but
I still have some hesitation about that because of the inconsistencies between
the TaskSetManager (which still
Github user markhamstra commented on the issue:
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The way that I am thinking about this right now is that @kayousterhout is
on the right track with the early return at
Github user kayousterhout commented on the issue:
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@squito and @jinxing64 You're right -- with the existing code, if a task
from an old attempt succeeded *and* didn't run on an executor where things
already failed, the DAGScheduler will count
Github user markhamstra commented on the issue:
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I'll spend some time today trying to sort out the relative merits of the
fix options; but in the meantime, there's also no good reason for
`TaskSchedulerImpl.rootPool` to be a `var` initialized
Github user squito commented on the issue:
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@kayousterhout I think your fix is correct, but I actually think its a
bigger change in behavior, one that has been explicitly argued *against* in the
past. I think the idea is that if you've got a
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@kayousterhout @squito @markhamstra
Thanks a lot for for the comments. I've already refined accordingly.
I still have one concern:
> If this is a correct description, Iâd argue
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@mridulm yeah once I saw this it seemed like something that's probably been
a lurking issue for a bunch of jobs!! Will be great to get this fixed --
thanks for finding it @jinxing64!
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Github user mridulm commented on the issue:
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@kayousterhout That sounds more clear, and I can see this being a problem
(and probably explains some hung jobs I had seen a while earlier), thanks !
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Github user jinxing64 commented on the issue:
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@squito
Thanks a lot for helping this PR thus far.
I've added unit test in `DAGSchedulerSuite`, but not sure if it is exactly
what you suggest.
I created a `mockTaskSchedulerImpl`.
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Hi @jinxing64
I'm sorry I haven't had time to look again. So the one big concern I had
was still that test case -- I know you fixed up some of the things I complained
about, but I still
Github user jinxing64 commented on the issue:
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@squito
Would you please take another look at this? Please give some advice if
possible and I can continue working on this : )
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Github user jinxing64 commented on the issue:
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@squito
Thanks a lot for keep reviewing this~ Your comments are very helpful ~
Thank you so much for your help ~~
-when we encounter the condition where there are no pending
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Hi @jinxing64
sorry to go back and forth on this numerous times -- I think I have another
alternative, see https://github.com/squito/spark/tree/SPARK-19263_alternate
Its most of your
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@squito
ping for review~~
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Github user jinxing64 commented on the issue:
https://github.com/apache/spark/pull/16620
@squito
Could you please take another look at this ? : )
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