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https://issues.apache.org/jira/browse/SPARK-19982?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15929275#comment-15929275
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Michael Armbrust commented on SPARK-19982:
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I'm not sure if changing weak to strong references will change 
[anything|http://stackoverflow.com/questions/299659/what-is-the-difference-between-a-soft-reference-and-a-weak-reference-in-java].
  It seems like there must be another handle to {{this}} since the test harness 
is actively executing it.  So either way it shouldn't be available for garbage 
collection, or am I missing something?

> JavaDatasetSuite.testJavaBeanEncoder sometimes fails with "Unable to generate 
> an encoder for inner class"
> ---------------------------------------------------------------------------------------------------------
>
>                 Key: SPARK-19982
>                 URL: https://issues.apache.org/jira/browse/SPARK-19982
>             Project: Spark
>          Issue Type: Bug
>          Components: Tests
>    Affects Versions: 2.1.0
>            Reporter: Jose Soltren
>              Labels: flaky-test
>
> JavaDatasetSuite.testJavaBeanEncoder fails sporadically with the error below:
> Unable to generate an encoder for inner class 
> `test.org.apache.spark.sql.JavaDatasetSuite$SimpleJavaBean` without access to 
> the scope that this class was defined in. Try moving this class out of its 
> parent class.
> From https://spark-tests.appspot.com/test-logs/35475788
> [~vanzin] looked into this back in October and reported:
> I ran this test in a loop (both alone and with the rest of the spark-sql 
> tests) and never got a failure. I even used the same JDK as Jenkins 
> (1.7.0_51).
> Also looked at the code and nothing seems wrong. The errors is when an entry 
> with the parent class name is missing from the map kept in OuterScopes.scala, 
> but the test populates that map in its first line. So it doesn't look like a 
> race nor some issue with weak references (the map uses weak values).
>   public void testJavaBeanEncoder() {
>     OuterScopes.addOuterScope(this);



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