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https://issues.apache.org/jira/browse/HIVE-24432?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17242511#comment-17242511
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David Mollitor commented on HIVE-24432:
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[~anishek] Yes.  I thought about implementing it this way, however, it's not 
always that simple.  Since Hive is using an ORM it can sometimes have a 
negative effect when doing modifications to the DB directly since the ORM 
caches fall out of sync with the state of the DB after that modification.  I 
think in this case, it might be OK, but less risk do it in this manner and the 
clean up isn't too important in terms of performance.

> Delete Notification Events in Batches
> -------------------------------------
>
>                 Key: HIVE-24432
>                 URL: https://issues.apache.org/jira/browse/HIVE-24432
>             Project: Hive
>          Issue Type: Improvement
>    Affects Versions: 3.2.0
>            Reporter: David Mollitor
>            Assignee: David Mollitor
>            Priority: Major
>              Labels: pull-request-available
>          Time Spent: 10m
>  Remaining Estimate: 0h
>
> Notification events are loaded in batches (reduces memory pressure on the 
> HMS), but all of the deletes happen under a single transactions and, when 
> deleting many records, can put a lot of pressure on the backend database.
> Instead, delete events in batches (in different transactions) as well.



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