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Posted to issues@spark.apache.org by "Dongjoon Hyun (Jira)" <ji...@apache.org> on 2020/12/31 21:36:00 UTC
[jira] [Resolved] (SPARK-33906) SPARK UI Executors page stuck when
ExecutorSummary.peakMemoryMetrics is unset
[ https://issues.apache.org/jira/browse/SPARK-33906?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Dongjoon Hyun resolved SPARK-33906.
-----------------------------------
Fix Version/s: 3.1.0
Resolution: Fixed
Issue resolved by pull request 30920
[https://github.com/apache/spark/pull/30920]
> SPARK UI Executors page stuck when ExecutorSummary.peakMemoryMetrics is unset
> -----------------------------------------------------------------------------
>
> Key: SPARK-33906
> URL: https://issues.apache.org/jira/browse/SPARK-33906
> Project: Spark
> Issue Type: Bug
> Components: Web UI
> Affects Versions: 3.2.0
> Reporter: Baohe Zhang
> Assignee: Baohe Zhang
> Priority: Blocker
> Fix For: 3.1.0
>
> Attachments: executor-page.png
>
>
> How to reproduce it?
> In mac OS standalone mode, open a spark-shell and run
> $SPARK_HOME/bin/spark-shell --master spark://localhost:7077
> {code:scala}
> val x = sc.makeRDD(1 to 100000, 5)
> x.count()
> {code}
> Then open the app UI in the browser, and click the Executors page, will get stuck at this page:
> !executor-page.png!
> Also the return JSON of REST API endpoint http://localhost:4040/api/v1/applications/app-20201224134418-0003/executors miss "peakMemoryMetrics" for executors.
> {noformat}
> [ {
> "id" : "driver",
> "hostPort" : "192.168.1.241:50042",
> "isActive" : true,
> "rddBlocks" : 0,
> "memoryUsed" : 0,
> "diskUsed" : 0,
> "totalCores" : 0,
> "maxTasks" : 0,
> "activeTasks" : 0,
> "failedTasks" : 0,
> "completedTasks" : 0,
> "totalTasks" : 0,
> "totalDuration" : 0,
> "totalGCTime" : 0,
> "totalInputBytes" : 0,
> "totalShuffleRead" : 0,
> "totalShuffleWrite" : 0,
> "isBlacklisted" : false,
> "maxMemory" : 455501414,
> "addTime" : "2020-12-24T19:44:18.033GMT",
> "executorLogs" : { },
> "memoryMetrics" : {
> "usedOnHeapStorageMemory" : 0,
> "usedOffHeapStorageMemory" : 0,
> "totalOnHeapStorageMemory" : 455501414,
> "totalOffHeapStorageMemory" : 0
> },
> "blacklistedInStages" : [ ],
> "peakMemoryMetrics" : {
> "JVMHeapMemory" : 135021152,
> "JVMOffHeapMemory" : 149558576,
> "OnHeapExecutionMemory" : 0,
> "OffHeapExecutionMemory" : 0,
> "OnHeapStorageMemory" : 3301,
> "OffHeapStorageMemory" : 0,
> "OnHeapUnifiedMemory" : 3301,
> "OffHeapUnifiedMemory" : 0,
> "DirectPoolMemory" : 67963178,
> "MappedPoolMemory" : 0,
> "ProcessTreeJVMVMemory" : 0,
> "ProcessTreeJVMRSSMemory" : 0,
> "ProcessTreePythonVMemory" : 0,
> "ProcessTreePythonRSSMemory" : 0,
> "ProcessTreeOtherVMemory" : 0,
> "ProcessTreeOtherRSSMemory" : 0,
> "MinorGCCount" : 15,
> "MinorGCTime" : 101,
> "MajorGCCount" : 0,
> "MajorGCTime" : 0
> },
> "attributes" : { },
> "resources" : { },
> "resourceProfileId" : 0,
> "isExcluded" : false,
> "excludedInStages" : [ ]
> }, {
> "id" : "0",
> "hostPort" : "192.168.1.241:50054",
> "isActive" : true,
> "rddBlocks" : 0,
> "memoryUsed" : 0,
> "diskUsed" : 0,
> "totalCores" : 12,
> "maxTasks" : 12,
> "activeTasks" : 0,
> "failedTasks" : 0,
> "completedTasks" : 5,
> "totalTasks" : 5,
> "totalDuration" : 2107,
> "totalGCTime" : 25,
> "totalInputBytes" : 0,
> "totalShuffleRead" : 0,
> "totalShuffleWrite" : 0,
> "isBlacklisted" : false,
> "maxMemory" : 455501414,
> "addTime" : "2020-12-24T19:44:20.335GMT",
> "executorLogs" : {
> "stdout" : "http://192.168.1.241:8081/logPage/?appId=app-20201224134418-0003&executorId=0&logType=stdout",
> "stderr" : "http://192.168.1.241:8081/logPage/?appId=app-20201224134418-0003&executorId=0&logType=stderr"
> },
> "memoryMetrics" : {
> "usedOnHeapStorageMemory" : 0,
> "usedOffHeapStorageMemory" : 0,
> "totalOnHeapStorageMemory" : 455501414,
> "totalOffHeapStorageMemory" : 0
> },
> "blacklistedInStages" : [ ],
> "attributes" : { },
> "resources" : { },
> "resourceProfileId" : 0,
> "isExcluded" : false,
> "excludedInStages" : [ ]
> } ]
> {noformat}
> I debugged it and observed that ExecutorMetricsPoller
> .getExecutorUpdates returns an empty map, which causes peakExecutorMetrics to None in https://github.com/apache/spark/blob/master/core/src/main/scala/org/apache/spark/status/LiveEntity.scala#L345. The possible reason for returning the empty map is that the stage completion time is shorter than the heartbeat interval, so the stage entry in stageTCMP has already been removed before the reportHeartbeat is called.
> How to fix it?
> Check if the peakMemoryMetrics is undefined in executorspage.js.
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