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https://issues.apache.org/jira/browse/HIVE-19439?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16466775#comment-16466775
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Rui Li commented on HIVE-19439:
-------------------------------

BTW, the hash table is loaded when we init the dummy operators 
[here|https://github.com/apache/hive/blob/rel/release-2.2.0/ql/src/java/org/apache/hadoop/hive/ql/exec/spark/SparkMapRecordHandler.java#L113].

> MapWork shouldn't be reused when Spark task fails during initialization
> -----------------------------------------------------------------------
>
>                 Key: HIVE-19439
>                 URL: https://issues.apache.org/jira/browse/HIVE-19439
>             Project: Hive
>          Issue Type: Bug
>          Components: Spark
>            Reporter: Rui Li
>            Priority: Major
>
> Issue identified in HIVE-19388. When a Spark task fails during initializing 
> the map operator, the task is retried with the same MapWork retrieved from 
> cache. This can be problematic because the MapWork may be partially 
> initialized, e.g. some operators are already in INIT state.



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