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https://issues.apache.org/jira/browse/SPARK-22625?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Tolstopyatov Vsevolod updated SPARK-22625:
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Description:
Memory leak is present due to inherited thread locals, SPARK-20558 didn't fixed
it properly.
Our production application has the following logic: one thread is reading from
HDFS and another one creates spark context, processes HDFS files and then
closes it on regular schedule.
Depending on what thread started first, SparkContext thread local may or may
not be inherited by HDFS-daemon (DataStreamer), causing memory leak when
streamer was created after spark context. Memory consumption increases every
time new spark context is created, related yourkit paths:
https://screencast.com/t/tgFBYMEpW
The problem is more general and is not related to HDFS in particular.
Proper fix: register all cloned properties (in `localProperties#childValue`) in
ConcurrentHashMap and forcefully clear all of them in `SparkContext#close`
was:
Memory leak is present due to inherited thread locals, SPARK-20558 didn't fixed
it properly.
Our production application has the following logic: one thread is reading from
HDFS and another one creates spark context, processes HDFS files and then
closes it on regular schedule.
Depending on what thread started first, SparkContext thread local may or may
not be inherited by HDFS-daemon (DataStreamer), causing memory leak when
streamer was created after spark context.
Memory consumption increases every time new spark context is created, related
yourkit paths: https://screencast.com/t/tgFBYMEpW
Proper fix: register all cloned properties (in `localProperties#childValue`) in
ConcurrentHashMap and forcefully clear all of them in `SparkContext#close`
> Properly cleanup inheritable thread-locals
> ------------------------------------------
>
> Key: SPARK-22625
> URL: https://issues.apache.org/jira/browse/SPARK-22625
> Project: Spark
> Issue Type: Bug
> Components: Spark Core
> Affects Versions: 2.2.0
> Reporter: Tolstopyatov Vsevolod
> Labels: leak
>
> Memory leak is present due to inherited thread locals, SPARK-20558 didn't
> fixed it properly.
> Our production application has the following logic: one thread is reading
> from HDFS and another one creates spark context, processes HDFS files and
> then closes it on regular schedule.
> Depending on what thread started first, SparkContext thread local may or may
> not be inherited by HDFS-daemon (DataStreamer), causing memory leak when
> streamer was created after spark context. Memory consumption increases every
> time new spark context is created, related yourkit paths:
> https://screencast.com/t/tgFBYMEpW
> The problem is more general and is not related to HDFS in particular.
> Proper fix: register all cloned properties (in `localProperties#childValue`)
> in ConcurrentHashMap and forcefully clear all of them in `SparkContext#close`
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