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https://issues.apache.org/jira/browse/KAFKA-2486?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14719963#comment-14719963
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Jay Kreps commented on KAFKA-2486:
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Wait, we sleep? That is totally messed up, you can't sleep. You have to poll, 
which is the same as sleep except it stops when you have data. 

> New consumer performance
> ------------------------
>
>                 Key: KAFKA-2486
>                 URL: https://issues.apache.org/jira/browse/KAFKA-2486
>             Project: Kafka
>          Issue Type: Sub-task
>          Components: consumer
>            Reporter: Ewen Cheslack-Postava
>            Assignee: Jason Gustafson
>             Fix For: 0.8.3
>
>
> The new consumer was previously reaching getting good performance. However, a 
> recent report on the mailing list indicates it's dropped significantly. After 
> evaluation, even with a local broker it seems to only be reaching a 2-10MB/s, 
> compared to 600+MB/s previously. Before release, we should get the 
> performance back on par.
> Some details about where the regression occurred from the mailing list 
> http://mail-archives.apache.org/mod_mbox/kafka-dev/201508.mbox/%3CCAAdKFaE8bPSeWZf%2BF9RuA-xZazRpBrZG6vo454QLVHBAk_VOJg%40mail.gmail.com%3E
>  :
> bq. At 49026f11781181c38e9d5edb634be9d27245c961 (May 14th), we went from good 
> performance -> an error due to broker apparently not accepting the partition 
> assignment strategy. Since this commit seems to add heartbeats and the server 
> side code for partition assignment strategies, I assume we were missing 
> something on the client side and by filling in the server side, things 
> stopped working.
> bq. On either 84636272422b6379d57d4c5ef68b156edc1c67f8 or 
> a5b11886df8c7aad0548efd2c7c3dbc579232f03 (July 17th), I am able to run the 
> perf test again, but it's slow -- ~10MB/s for me vs the 2MB/s Jay was seeing, 
> but that's still far less than the 600MB/s I saw on the earlier commits.
> Ideally we would also at least have a system test in place for the new 
> consumer, even if regressions weren't automatically detected. It would at 
> least allow for manually checking for regressions. This should not be 
> difficult since there are already old consumer performance tests.



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