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https://issues.apache.org/jira/browse/KAFKA-3811?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15326855#comment-15326855
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aarti gupta commented on KAFKA-3811:
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Yes indeed, as per 
http://www.brendangregg.com/blog/2014-06-09/java-cpu-sampling-using-hprof.html

Tried to do something similar using simpleBenchmark (on a different fix) and 
yourkit profiler as [~gfodor] mentions below, here 
https://github.com/apache/kafka/pull/1446#issuecomment-225488213, but not 
convinced that the results mean anything conclusive.
thoughts/suggestions on a repeatable/consistent toolset 

Like the idea of 3>>Add a general purpose feature to the metrics library and 
use it across the producer, consumer, and streams.

But before we refactor the existing library want a reproducible test, any 
suggestions on a sceanrio other than SimpleBenchmark?

> Introduce Kafka Streams metrics recording levels
> ------------------------------------------------
>
>                 Key: KAFKA-3811
>                 URL: https://issues.apache.org/jira/browse/KAFKA-3811
>             Project: Kafka
>          Issue Type: Improvement
>          Components: streams
>            Reporter: Greg Fodor
>            Assignee: aarti gupta
>         Attachments: Muon-Snapshot.zip, Muon-latency.zip, screenshot-1.png, 
> screenshot-latency.png
>
>
> Follow-up from the discussions here:
> https://github.com/apache/kafka/pull/1447
> https://issues.apache.org/jira/browse/KAFKA-3769
> The proposal is to introduce configuration to control the granularity/volumes 
> of metrics emitted by Kafka Streams jobs, since the per-record level metrics 
> introduce non-trivial overhead and are possibly less useful once a job has 
> been optimized. 
> Proposal from guozhangwang:
> level0 (stream thread global): per-record process / punctuate latency, commit 
> latency, poll latency, etc
> level1 (per processor node, and per state store): IO latency, per-record .. 
> latency, forward throughput, etc.
> And by default we only turn on level0.



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