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https://issues.apache.org/jira/browse/SPARK-13872?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Ian updated SPARK-13872:
------------------------
Description:
SortMergeJoin composes its partition/iterator from
org.apache.spark.sql.execution.Sort, which in turns designates the sorting to
UnsafeExternalRowSorter.
UnsafeExternalRowSorter's implementation cleans up the resources when:
1. org.apache.spark.sql.catalyst.util.AbstractScalaRowIterator is fully
iterated.
2. task is done execution.
In outer join case of SortMergeJoin, when the left or right iterator is not
fully iterated, the only only occasion for the recources to be cleaned up is at
the end of the spark task. This probably ok most of the time, however when a
SortMergeOuterJoin is nested within a CartesianProduct, the "deferred"
resources cleanup becomes an memory leak amplified by the loop driven by the
CartesianRdd's outter loop iteration.
was:
SortMergeJoin composes its partition/iterator from
org.apache.spark.sql.execution.Sort, which in turns designates the sorting to
UnsafeExternalRowSorter.
UnsafeExternalRowSorter's implementation cleans up the resources when:
1. org.apache.spark.sql.catalyst.util.AbstractScalaRowIterator is fully
iterated.
2. task is done execution.
In case of outer join case of SortMergeJoin, when the left or right iterator is
not fully iterated, the only only occasion for the recources to be cleaned up
is at the end of the spark task. This probably ok most of the time, however
when a SortMergeOuterJoin is nested within a CartesianProduct, the "deferred"
resources cleanup becomes an memory leak amplified by the loop driven by the
CartesianRdd's outter loop iteration.
> Memory leak in SortMergeOuterJoin
> ---------------------------------
>
> Key: SPARK-13872
> URL: https://issues.apache.org/jira/browse/SPARK-13872
> Project: Spark
> Issue Type: Bug
> Components: SQL
> Affects Versions: 1.6.1
> Reporter: Ian
> Attachments: Screen Shot 2016-03-11 at 5.42.32 PM.png
>
>
> SortMergeJoin composes its partition/iterator from
> org.apache.spark.sql.execution.Sort, which in turns designates the sorting to
> UnsafeExternalRowSorter.
> UnsafeExternalRowSorter's implementation cleans up the resources when:
> 1. org.apache.spark.sql.catalyst.util.AbstractScalaRowIterator is fully
> iterated.
> 2. task is done execution.
> In outer join case of SortMergeJoin, when the left or right iterator is not
> fully iterated, the only only occasion for the recources to be cleaned up is
> at the end of the spark task. This probably ok most of the time, however when
> a SortMergeOuterJoin is nested within a CartesianProduct, the "deferred"
> resources cleanup becomes an memory leak amplified by the loop driven by the
> CartesianRdd's outter loop iteration.
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