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https://issues.apache.org/jira/browse/SPARK-19146?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Sean Owen resolved SPARK-19146.
-------------------------------
Resolution: Fixed
Fix Version/s: 2.2.0
Issue resolved by pull request 16527
[https://github.com/apache/spark/pull/16527]
> Drop more elements when stageData.taskData.size > retainedTasks to reduce the
> number of times on call drop
> ----------------------------------------------------------------------------------------------------------
>
> Key: SPARK-19146
> URL: https://issues.apache.org/jira/browse/SPARK-19146
> Project: Spark
> Issue Type: Improvement
> Components: Spark Core
> Affects Versions: 2.1.0
> Reporter: Yuming Wang
> Fix For: 2.2.0
>
> Attachments: can-not-consume-taskEnd-events.jpg
>
>
> The performance of the
> [{{drop}}|https://github.com/apache/spark/blob/v2.1.0/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala#L412]
> function is bad.
> * Log the time consuming:
> {code:java}
> if (stageData.taskData.size > retainedTasks) {
> val start = System.currentTimeMillis()
> stageData.taskData = stageData.taskData.drop(stageData.taskData.size
> - retainedTasks)
> logInfo(s"Time consuming: ${System.currentTimeMillis() - start}")
> }
> {code}
> * Time consuming:
> {noformat}
> 17/01/10 14:04:05 INFO JobProgressListener: Time consuming: 156
> 17/01/10 14:04:05 INFO JobProgressListener: Time consuming: 145
> 17/01/10 14:04:05 INFO JobProgressListener: Time consuming: 148
> 17/01/10 14:04:05 INFO JobProgressListener: Time consuming: 159
> {noformat}
> My opinion is drop more elements when {{stageData.taskData.size >
> retainedTasks}} to reduce the number of times on call {{drop}}.
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