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From "Misha Dmitriev (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (YARN-8872) Optimize collections used by Yarn JHS to reduce its memory
Date Fri, 12 Oct 2018 01:52:00 GMT

     [ https://issues.apache.org/jira/browse/YARN-8872?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel

Misha Dmitriev updated YARN-8872:
    Attachment: YARN-8872.01.patch

> Optimize collections used by Yarn JHS to reduce its memory
> ----------------------------------------------------------
>                 Key: YARN-8872
>                 URL: https://issues.apache.org/jira/browse/YARN-8872
>             Project: Hadoop YARN
>          Issue Type: Improvement
>          Components: yarn
>            Reporter: Misha Dmitriev
>            Assignee: Misha Dmitriev
>            Priority: Major
>         Attachments: YARN-8872.01.patch, jhs-bad-collections.png
> We analyzed, using jxray (www.jxray.com) a heap dump of JHS running with big heap in
a large clusters, handling large MapReduce jobs. The heap is large (over 32GB) and 21.4% of
it is wasted due to various suboptimal Java collections, mostly maps and lists that are either
empty or contain only one element. In such under-populated collections considerable amount
of memory is still used by just the internal implementation objects. See the attached excerpt
from the jxray report for the details. If certain collections are almost always empty, they
should be initialized lazily. If others almost always have just 1 or 2 elements, they should
be initialized with the appropriate initial capacity of 1 or 2 (the default capacity is 16
for HashMap and 10 for ArrayList).
> Based on the attached report, we should do the following:
>  # {{FileSystemCounterGroup.map}} - initialize lazily
>  # {{CompletedTask.attempts}} - initialize with  capacity 2, given most tasks only have
one or two attempts
>  # {{JobHistoryParser$TaskInfo.attemptsMap}} - initialize with capacity
>  # {{CompletedTaskAttempt.diagnostics}} - initialize with capacity 1 since it contains
one diagnostic message most of the time
>  # {{CompletedTask.reportDiagnostics}} - switch to ArrayList (no reason to use the more
wasteful LinkedList here) and initialize with capacity 1.

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