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https://issues.apache.org/jira/browse/HIVE-19937?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16539149#comment-16539149
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Misha Dmitriev commented on HIVE-19937:
---------------------------------------

A few small comments about the last patch:
 # In the new *Deserializer code, there are many lines looking like 
'partitionDesc.setXXX(partitionDesc.getXXX())'. Such code looks quite 
non-obvious, so it would be good to add comments there explaining that this is 
done to intern possible duplicate strings.
 # Looks like there is a typo: a method that's really a getter has the set... 
name:
+ public Map<String, List<String>> setEventSourceColumnTypeMap() {
 +   return eventSourceColumnTypeMap; 
+ }
 # Still would be good to publish a jxray report for the same test before and 
after this change, to make sure that the problems are indeed fixed.

> Use BeanSerializer for MapWork to carry calls to String.intern
> --------------------------------------------------------------
>
>                 Key: HIVE-19937
>                 URL: https://issues.apache.org/jira/browse/HIVE-19937
>             Project: Hive
>          Issue Type: Improvement
>          Components: Spark
>            Reporter: Sahil Takiar
>            Assignee: Sahil Takiar
>            Priority: Major
>         Attachments: HIVE-19937.1.patch, HIVE-19937.2.patch, 
> HIVE-19937.3.patch, report.html
>
>
> When fixing HIVE-16395, we decided that each new Spark task should clone the 
> {{JobConf}} object to prevent any {{ConcurrentModificationException}} from 
> being thrown. However, setting this variable comes at a cost of storing a 
> duplicate {{JobConf}} object for each Spark task. These objects can take up a 
> significant amount of memory, we should intern them so that Spark tasks 
> running in the same JVM don't store duplicate copies.



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