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https://issues.apache.org/jira/browse/SPARK-10563?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14746512#comment-14746512
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Andrew Or commented on SPARK-10563:
-----------------------------------

NOTE: there's a subtle difference in behavior between branch-1.6 (master) and 
branch-1.5. In the latter, this fix only applies to cases where a SQLContext is 
created around the SparkContext. In raw Spark core / streaming for instance, we 
don't clone the properties. In master, however, we *always* clone the 
properties.

> SparkContext's local properties should be cloned when inherited
> ---------------------------------------------------------------
>
>                 Key: SPARK-10563
>                 URL: https://issues.apache.org/jira/browse/SPARK-10563
>             Project: Spark
>          Issue Type: Bug
>          Components: Spark Core
>    Affects Versions: 1.0.0
>            Reporter: Andrew Or
>            Assignee: Andrew Or
>             Fix For: 1.6.0, 1.5.1
>
>
> Currently, when a child thread inherits local properties from the parent 
> thread, it gets a reference of the parent's local properties and uses them as 
> default values.
> The problem, however, is that when the parent changes the value of an 
> existing property, the changes are reflected in the child thread! This has 
> very confusing semantics, especially in streaming.
> {code}
> private val localProperties = new InheritableThreadLocal[Properties] {
>   override protected def childValue(parent: Properties): Properties = new 
> Properties(parent)
>   override protected def initialValue(): Properties = new Properties()
> }
> {code}
> Instead, we should make a clone of the parent properties rather than passing 
> in a mutable reference.



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