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From "Gautam Kowshik (JIRA)" <j...@apache.org>
Subject [jira] Updated: (HADOOP-1032) Support for caching Job JARs
Date Thu, 01 Mar 2007 11:21:50 GMT

     [ https://issues.apache.org/jira/browse/HADOOP-1032?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Gautam Kowshik updated HADOOP-1032:
-----------------------------------

    Attachment: HADOOP-1032_4.patch

Made the following changes.. 
 - API to add to classpath is now in DistributedCache class. Made separate static methods
to add files and archives.
 - The api handles registering the files with cache.. as in users need not call addCacheArchive()
or addCacheFile(). They only need to upload to DFS once and use addFileToClassPath() OR addArchiveToClassPath()
from then on (the latter will cause unjarring of the archive)
 - The whole DFS path added to classpath serves as key to the corresponding localized cached
file.
 - Added javadoc comments.

Thanks Mahadev for your suggestions!

> Support for caching Job JARs 
> -----------------------------
>
>                 Key: HADOOP-1032
>                 URL: https://issues.apache.org/jira/browse/HADOOP-1032
>             Project: Hadoop
>          Issue Type: New Feature
>          Components: mapred
>    Affects Versions: 0.11.2
>            Reporter: Gautam Kowshik
>            Priority: Minor
>             Fix For: 0.12.0
>
>         Attachments: HADOOP-1032.patch, HADOOP-1032_2.patch, HADOOP-1032_3.patch, HADOOP-1032_4.patch
>
>
> Often jobs need to be rerun number of times.. like a job that reads from crawled data
time and again.. so having to upload job jars to every node is cumbersome. We need a caching
mechanism to boost performance. Here are the features for job specific caching of jars/conf
files.. 
>  - Ability to resubmit jobs with jars without having to propagate same jar to all nodes.
>     The idea is to keep a store(path mentioned by user in job.xml?) local to the task
node so as to speed up task initiation on tasktrackers. Assumes that the jar does not change
during an MR task.
> - An independent DFS store to upload jars to (Distributed File Cache?).. that does not
cleanup between jobs.
>     This might need user level configuration to indicate to the jobclient to upload files
to DFSCache instead of the DFS. https://issues.apache.org/jira/browse/HADOOP-288 facilitates
this. Our local cache can be client to the DFS Cache.
> - A standard cache mechanism that checks for changes in the local store and picks from
dfs if found dirty.
>    This does away with versioning. The DFSCache supports a md5 checksum check, we can
use that.
> Anything else? Suggestions? Thoughts?

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