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https://issues.apache.org/jira/browse/YARN-321?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13790604#comment-13790604
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Zhijie Shen commented on YARN-321:
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bq. I like the diagrams, but I want to understand if the generic application
history service is intended to replace the job history server, or to just
augment it?
Yes, there's some previous discussion on recording the per application type
history data, but we plan to exclude it from the initial version of AHS.
Eventually, we'd like to integrate JHS into AHS in some way, the details of
which we could discuss in the follow jiras. To me, it would be better if we can
design a common per application type plugin framework, such that we can easily
integrate the HS of other applications on YARN.
> Generic application history service
> -----------------------------------
>
> Key: YARN-321
> URL: https://issues.apache.org/jira/browse/YARN-321
> Project: Hadoop YARN
> Issue Type: Improvement
> Reporter: Luke Lu
> Assignee: Vinod Kumar Vavilapalli
> Attachments: AHS Diagram.pdf, ApplicationHistoryServiceHighLevel.pdf,
> HistoryStorageDemo.java
>
>
> The mapreduce job history server currently needs to be deployed as a trusted
> server in sync with the mapreduce runtime. Every new application would need a
> similar application history server. Having to deploy O(T*V) (where T is
> number of type of application, V is number of version of application) trusted
> servers is clearly not scalable.
> Job history storage handling itself is pretty generic: move the logs and
> history data into a particular directory for later serving. Job history data
> is already stored as json (or binary avro). I propose that we create only one
> trusted application history server, which can have a generic UI (display json
> as a tree of strings) as well. Specific application/version can deploy
> untrusted webapps (a la AMs) to query the application history server and
> interpret the json for its specific UI and/or analytics.
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