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Posted to issues@spark.apache.org by "Itay Bittan (Jira)" <ji...@apache.org> on 2022/05/07 18:18:00 UTC
[jira] [Commented] (SPARK-28594) Allow event logs for running streaming apps to be rolled over
[ https://issues.apache.org/jira/browse/SPARK-28594?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17533313#comment-17533313 ]
Itay Bittan commented on SPARK-28594:
-------------------------------------
Hi,
Just want to highlight the cost (in terms of money) of the new feature.
I'm running tens of thousands of Spark jobs (in Kubernetes) every day.
I have noticed that I pay dozens of dollars for `ListBucket` operation in S3.
After debugging spark-history I found that every 10s ([default|https://spark.apache.org/docs/latest/monitoring.html#spark-history-server-configuration-options]) we perform O(N) `ListBucket` operations - to get the content each folder.
A better solution could be to perform a deep listing as suggested [here|https://stackoverflow.com/a/71195428/1011253].
I tried to do it but it seems like there's abstract file system class and it would require a massive change.
> Allow event logs for running streaming apps to be rolled over
> -------------------------------------------------------------
>
> Key: SPARK-28594
> URL: https://issues.apache.org/jira/browse/SPARK-28594
> Project: Spark
> Issue Type: Improvement
> Components: Spark Core
> Affects Versions: 3.0.0
> Reporter: Stephen Levett
> Assignee: Jungtaek Lim
> Priority: Major
> Labels: releasenotes
> Fix For: 3.0.0
>
>
> At all current Spark releases when event logging on spark streaming is enabled the event logs grow massively. The files continue to grow until the application is stopped or killed.
> The Spark history server then has difficulty processing the files.
> https://issues.apache.org/jira/browse/SPARK-8617
> Addresses .inprogress files but not event log files that are still running.
> Identify a mechanism to set a "max file" size so that the file is rolled over when it reaches this size?
>
>
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