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https://issues.apache.org/jira/browse/GIRAPH-905?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14145728#comment-14145728
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Jaeho Shin commented on GIRAPH-905:
-----------------------------------

[~edunov] And here's the review board request: 
https://reviews.apache.org/r/25971/.  Thanks!

> Giraph Debugger
> ---------------
>
>                 Key: GIRAPH-905
>                 URL: https://issues.apache.org/jira/browse/GIRAPH-905
>             Project: Giraph
>          Issue Type: New Feature
>            Reporter: Jaeho Shin
>         Attachments: GIRAPH-905-3.patch, GIRAPH-905.patch
>
>
> Four of us at Stanford (Vikesh Khanna, Semih Salihoglu, Jaeho Shin, and Brian 
> Ba Quan Truong) developed a debugger for Giraph, named Graft, and we hope to 
> integrate our code into Giraph trunk.  It is able to launch Giraph jobs in 
> debugging mode to capture traces of certain vertices and MasterCompute at 
> particular supersteps, requiring almost no code change by the user.  From the 
> captured traces, it can generate JUnit tests to replicate the contexts under 
> which compute() function was running for the user to reproduce bugs.  You can 
> read more about it at our GitHub repository: 
> https://github.com/semihsalihoglu/graft



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