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https://issues.apache.org/jira/browse/SPARK-20952?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16043708#comment-16043708
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Shixiong Zhu commented on SPARK-20952:
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Why it needs TaskContext?

> TaskContext should be an InheritableThreadLocal
> -----------------------------------------------
>
>                 Key: SPARK-20952
>                 URL: https://issues.apache.org/jira/browse/SPARK-20952
>             Project: Spark
>          Issue Type: Bug
>          Components: Spark Core
>    Affects Versions: 2.1.1
>            Reporter: Robert Kruszewski
>            Priority: Minor
>
> TaskContext is a ThreadLocal as a result when you fork a thread inside your 
> executor task you lose the handle on the original context set by the 
> executor. We should change it to InheritableThreadLocal so we can access it 
> inside thread pools on executors. 
> See ParquetFileFormat#readFootersInParallel for example of code that uses 
> thread pools inside the tasks.



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