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Posted to dev@unomi.apache.org by "Kevan Jahanshahi (Jira)" <ji...@apache.org> on 2023/03/20 12:48:00 UTC

[jira] [Assigned] (UNOMI-748) Unomi merge system is exposed to OOM

     [ https://issues.apache.org/jira/browse/UNOMI-748?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Kevan Jahanshahi reassigned UNOMI-748:
--------------------------------------

    Assignee: Kevan Jahanshahi

> Unomi merge system is exposed to OOM
> ------------------------------------
>
>                 Key: UNOMI-748
>                 URL: https://issues.apache.org/jira/browse/UNOMI-748
>             Project: Apache Unomi
>          Issue Type: Improvement
>    Affects Versions: unomi-2.1.0
>            Reporter: Kevan Jahanshahi
>            Assignee: Kevan Jahanshahi
>            Priority: Major
>
> currently the sessions/events *update* is using bulkProcessor and it is asynchronous, we never know when the bulk will be perform.
>  * t{+}he benefit{+}: fast merge requests, the merge request is fast as nothing is retain, bulk processor will do the job in a separate thread.
>  * {+}the cons{+}: {*}all previous sessions/events are first loaded in memory{*}, so in case of merging active profiles that contains a lot of past events/sessions, {{{}we could be exposed to OOM{}}}. {_}(We already had similar case with the purge that was loading all profiles in memory.{_})
> If we replace the *update(one item at a time)* by using {*}updateByQuery{*}, the request will loose it’s asynchronous nature provided by the so called: BulkProcessor.
>  * {+}the benefit{+}: sessions, events not load in memory, no OOM possible
>  * {+}the cons{+}: request will be synchron and {{{}we expose merge requests to timeout on client side{}}}. merge is actually trigger by the login on jExp side adding extra timing here could have bad impacts and side effects.
>  
> Since none of this solution seem’s ok, the perfect solution should be a mix of both strength: * use *{{updateByQuery}}* in a separate thread to avoid retaining merge request
>  * 
>  ** We have the OOM protection by not loading all the past events/sessions
>  ** We have the asynchronous execution done in a separate thread/job to free the current request.



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