LantaoJin commented on a change in pull request #22874: [SPARK-25865][CORE] Add
GC information to ExecutorMetrics
URL: https://github.com/apache/spark/pull/22874#discussion_r258762360
##########
File path:
core/src/main/scala/org/apache/spark/metrics/ExecutorMetricType.scala
##########
@@ -99,6 +102,56 @@ case object ProcessTreeMetrics extends ExecutorMetricType {
}
}
+case object GarbageCollectionMetrics extends ExecutorMetricType with Logging {
+ override val names = Seq(
+ "MinorGCCount",
+ "MinorGCTime",
+ "MajorGCCount",
+ "MajorGCTime"
+ )
+
+ /* We builtin some common GC collectors which categorized as young
generation and old */
+ private[spark] val YOUNG_GENERATION_BUILTIN_GARBAGE_COLLECTORS = Seq(
+ "Copy",
+ "PS Scavenge",
+ "ParNew",
+ "G1 Young Generation"
+ )
+
+ private[spark] val OLD_GENERATION_BUILTIN_GARBAGE_COLLECTORS = Seq(
+ "MarkSweepCompact",
+ "PS MarkSweep",
+ "ConcurrentMarkSweep",
+ "G1 Old Generation"
+ )
+
+ private lazy val youngGenerationGarbageCollector: Seq[String] = {
+
SparkEnv.get.conf.get(config.EVENT_LOG_GC_METRICS_YOUNG_GENERATION_GARBAGE_COLLECTORS)
+ }
+
+ private lazy val oldGenerationGarbageCollector: Seq[String] = {
+
SparkEnv.get.conf.get(config.EVENT_LOG_GC_METRICS_OLD_GENERATION_GARBAGE_COLLECTORS)
+ }
+
+ override private[spark] def getMetricValues(memoryManager: MemoryManager):
Array[Long] = {
+ val gcMetrics = new Array[Long](names.length) // minorCount, minorTime,
majorCount, majorTime
+ ManagementFactory.getGarbageCollectorMXBeans.asScala.foreach { mxBean =>
+ if (youngGenerationGarbageCollector.contains(mxBean.getName)) {
+ gcMetrics(0) = mxBean.getCollectionCount
+ gcMetrics(1) = mxBean.getCollectionTime
+ } else if (oldGenerationGarbageCollector.contains(mxBean.getName)) {
+ gcMetrics(2) = mxBean.getCollectionCount
+ gcMetrics(3) = mxBean.getCollectionTime
+ } else {
+ logDebug(s"${mxBean.getName} is an unsupported garbage collector." +
Review comment:
@squito thanks for this useful comment, I've updated.
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