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Posted to yarn-issues@hadoop.apache.org by "Jim Brennan (Jira)" <ji...@apache.org> on 2020/07/29 20:50:00 UTC
[jira] [Updated] (YARN-1529) Add Localization overhead metrics to
NM
[ https://issues.apache.org/jira/browse/YARN-1529?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Jim Brennan updated YARN-1529:
------------------------------
Attachment: YARN-1529.006.patch
> Add Localization overhead metrics to NM
> ---------------------------------------
>
> Key: YARN-1529
> URL: https://issues.apache.org/jira/browse/YARN-1529
> Project: Hadoop YARN
> Issue Type: Improvement
> Components: nodemanager
> Reporter: Gera Shegalov
> Assignee: Jim Brennan
> Priority: Major
> Attachments: YARN-1529.005.patch, YARN-1529.006.patch, YARN-1529.v01.patch, YARN-1529.v02.patch, YARN-1529.v03.patch, YARN-1529.v04.patch
>
>
> Users are often unaware of localization cost that their jobs incur. To measure effectiveness of localization caches it is necessary to expose the overhead in the form of metrics.
> We propose addition of the following metrics to NodeManagerMetrics.
> When a container is about to launch, its set of LocalResources has to be fetched from a central location, typically on HDFS, that results in a number of download requests for the files missing in caches.
> LocalizedFilesMissed: total files (requests) downloaded from DFS. Cache misses.
> LocalizedFilesCached: total localization requests that were served from local caches. Cache hits.
> LocalizedBytesMissed: total bytes downloaded from DFS due to cache misses.
> LocalizedBytesCached: total bytes satisfied from local caches.
> Localized(Files|Bytes)CachedRatio: percentage of localized (files|bytes) that were served out of cache: ratio = 100 * caches / (caches + misses)
> LocalizationDownloadNanos: total elapsed time in nanoseconds for a container to go from ResourceRequestTransition to LocalizedTransition
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