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-rw-r--r--core/src/main/scala/org/apache/spark/FutureAction.scala2
-rw-r--r--core/src/main/scala/org/apache/spark/rdd/ZippedPartitionsRDD.scala27
-rw-r--r--core/src/main/scala/org/apache/spark/scheduler/JobWaiter.scala1
-rw-r--r--core/src/main/scala/org/apache/spark/ui/jobs/StagePage.scala36
-rw-r--r--core/src/test/scala/org/apache/spark/rdd/AsyncRDDActionsSuite.scala26
5 files changed, 73 insertions, 19 deletions
diff --git a/core/src/main/scala/org/apache/spark/FutureAction.scala b/core/src/main/scala/org/apache/spark/FutureAction.scala
index 1ad9240cfa..c6b4ac5192 100644
--- a/core/src/main/scala/org/apache/spark/FutureAction.scala
+++ b/core/src/main/scala/org/apache/spark/FutureAction.scala
@@ -99,7 +99,7 @@ class SimpleFutureAction[T] private[spark](jobWaiter: JobWaiter[_], resultFunc:
override def ready(atMost: Duration)(implicit permit: CanAwait): SimpleFutureAction.this.type = {
if (!atMost.isFinite()) {
awaitResult()
- } else {
+ } else jobWaiter.synchronized {
val finishTime = System.currentTimeMillis() + atMost.toMillis
while (!isCompleted) {
val time = System.currentTimeMillis()
diff --git a/core/src/main/scala/org/apache/spark/rdd/ZippedPartitionsRDD.scala b/core/src/main/scala/org/apache/spark/rdd/ZippedPartitionsRDD.scala
index faeb316664..a97d2a01c8 100644
--- a/core/src/main/scala/org/apache/spark/rdd/ZippedPartitionsRDD.scala
+++ b/core/src/main/scala/org/apache/spark/rdd/ZippedPartitionsRDD.scala
@@ -22,7 +22,8 @@ import java.io.{ObjectOutputStream, IOException}
private[spark] class ZippedPartitionsPartition(
idx: Int,
- @transient rdds: Seq[RDD[_]])
+ @transient rdds: Seq[RDD[_]],
+ @transient val preferredLocations: Seq[String])
extends Partition {
override val index: Int = idx
@@ -47,27 +48,21 @@ abstract class ZippedPartitionsBaseRDD[V: ClassManifest](
if (preservesPartitioning) firstParent[Any].partitioner else None
override def getPartitions: Array[Partition] = {
- val sizes = rdds.map(x => x.partitions.size)
- if (!sizes.forall(x => x == sizes(0))) {
+ val numParts = rdds.head.partitions.size
+ if (!rdds.forall(rdd => rdd.partitions.size == numParts)) {
throw new IllegalArgumentException("Can't zip RDDs with unequal numbers of partitions")
}
- val array = new Array[Partition](sizes(0))
- for (i <- 0 until sizes(0)) {
- array(i) = new ZippedPartitionsPartition(i, rdds)
+ Array.tabulate[Partition](numParts) { i =>
+ val prefs = rdds.map(rdd => rdd.preferredLocations(rdd.partitions(i)))
+ // Check whether there are any hosts that match all RDDs; otherwise return the union
+ val exactMatchLocations = prefs.reduce((x, y) => x.intersect(y))
+ val locs = if (!exactMatchLocations.isEmpty) exactMatchLocations else prefs.flatten.distinct
+ new ZippedPartitionsPartition(i, rdds, locs)
}
- array
}
override def getPreferredLocations(s: Partition): Seq[String] = {
- val parts = s.asInstanceOf[ZippedPartitionsPartition].partitions
- val prefs = rdds.zip(parts).map { case (rdd, p) => rdd.preferredLocations(p) }
- // Check whether there are any hosts that match all RDDs; otherwise return the union
- val exactMatchLocations = prefs.reduce((x, y) => x.intersect(y))
- if (!exactMatchLocations.isEmpty) {
- exactMatchLocations
- } else {
- prefs.flatten.distinct
- }
+ s.asInstanceOf[ZippedPartitionsPartition].preferredLocations
}
override def clearDependencies() {
diff --git a/core/src/main/scala/org/apache/spark/scheduler/JobWaiter.scala b/core/src/main/scala/org/apache/spark/scheduler/JobWaiter.scala
index 58f238d8cf..b026f860a8 100644
--- a/core/src/main/scala/org/apache/spark/scheduler/JobWaiter.scala
+++ b/core/src/main/scala/org/apache/spark/scheduler/JobWaiter.scala
@@ -31,6 +31,7 @@ private[spark] class JobWaiter[T](
private var finishedTasks = 0
// Is the job as a whole finished (succeeded or failed)?
+ @volatile
private var _jobFinished = totalTasks == 0
def jobFinished = _jobFinished
diff --git a/core/src/main/scala/org/apache/spark/ui/jobs/StagePage.scala b/core/src/main/scala/org/apache/spark/ui/jobs/StagePage.scala
index baccc4281a..69f9446bab 100644
--- a/core/src/main/scala/org/apache/spark/ui/jobs/StagePage.scala
+++ b/core/src/main/scala/org/apache/spark/ui/jobs/StagePage.scala
@@ -60,11 +60,13 @@ private[spark] class StagePage(parent: JobProgressUI) {
var activeTime = 0L
listener.stageIdToTasksActive(stageId).foreach(activeTime += _.timeRunning(now))
+ val finishedTasks = listener.stageIdToTaskInfos(stageId).filter(_._1.finished)
+
val summary =
<div>
<ul class="unstyled">
<li>
- <strong>CPU time: </strong>
+ <strong>Total duration across all tasks: </strong>
{parent.formatDuration(listener.stageIdToTime.getOrElse(stageId, 0L) + activeTime)}
</li>
{if (hasShuffleRead)
@@ -104,6 +106,33 @@ private[spark] class StagePage(parent: JobProgressUI) {
val serviceQuantiles = "Duration" +: Distribution(serviceTimes).get.getQuantiles().map(
ms => parent.formatDuration(ms.toLong))
+ val gettingResultTimes = validTasks.map{case (info, metrics, exception) =>
+ if (info.gettingResultTime > 0) {
+ (info.finishTime - info.gettingResultTime).toDouble
+ } else {
+ 0.0
+ }
+ }
+ val gettingResultQuantiles = ("Time spent fetching task results" +:
+ Distribution(gettingResultTimes).get.getQuantiles().map(
+ millis => parent.formatDuration(millis.toLong)))
+ // The scheduler delay includes the network delay to send the task to the worker
+ // machine and to send back the result (but not the time to fetch the task result,
+ // if it needed to be fetched from the block manager on the worker).
+ val schedulerDelays = validTasks.map{case (info, metrics, exception) =>
+ val totalExecutionTime = {
+ if (info.gettingResultTime > 0) {
+ (info.gettingResultTime - info.launchTime).toDouble
+ } else {
+ (info.finishTime - info.launchTime).toDouble
+ }
+ }
+ totalExecutionTime - metrics.get.executorRunTime
+ }
+ val schedulerDelayQuantiles = ("Scheduler delay" +:
+ Distribution(schedulerDelays).get.getQuantiles().map(
+ millis => parent.formatDuration(millis.toLong)))
+
def getQuantileCols(data: Seq[Double]) =
Distribution(data).get.getQuantiles().map(d => Utils.bytesToString(d.toLong))
@@ -119,7 +148,10 @@ private[spark] class StagePage(parent: JobProgressUI) {
}
val shuffleWriteQuantiles = "Shuffle Write" +: getQuantileCols(shuffleWriteSizes)
- val listings: Seq[Seq[String]] = Seq(serviceQuantiles,
+ val listings: Seq[Seq[String]] = Seq(
+ serviceQuantiles,
+ gettingResultQuantiles,
+ schedulerDelayQuantiles,
if (hasShuffleRead) shuffleReadQuantiles else Nil,
if (hasShuffleWrite) shuffleWriteQuantiles else Nil)
diff --git a/core/src/test/scala/org/apache/spark/rdd/AsyncRDDActionsSuite.scala b/core/src/test/scala/org/apache/spark/rdd/AsyncRDDActionsSuite.scala
index da032b17d9..0d4c10db8e 100644
--- a/core/src/test/scala/org/apache/spark/rdd/AsyncRDDActionsSuite.scala
+++ b/core/src/test/scala/org/apache/spark/rdd/AsyncRDDActionsSuite.scala
@@ -19,6 +19,8 @@ package org.apache.spark.rdd
import java.util.concurrent.Semaphore
+import scala.concurrent.{Await, TimeoutException}
+import scala.concurrent.duration.Duration
import scala.concurrent.ExecutionContext.Implicits.global
import org.scalatest.{BeforeAndAfterAll, FunSuite}
@@ -173,4 +175,28 @@ class AsyncRDDActionsSuite extends FunSuite with BeforeAndAfterAll with Timeouts
sem.acquire(2)
}
}
+
+ /**
+ * Awaiting FutureAction results
+ */
+ test("FutureAction result, infinite wait") {
+ val f = sc.parallelize(1 to 100, 4)
+ .countAsync()
+ assert(Await.result(f, Duration.Inf) === 100)
+ }
+
+ test("FutureAction result, finite wait") {
+ val f = sc.parallelize(1 to 100, 4)
+ .countAsync()
+ assert(Await.result(f, Duration(30, "seconds")) === 100)
+ }
+
+ test("FutureAction result, timeout") {
+ val f = sc.parallelize(1 to 100, 4)
+ .mapPartitions(itr => { Thread.sleep(20); itr })
+ .countAsync()
+ intercept[TimeoutException] {
+ Await.result(f, Duration(20, "milliseconds"))
+ }
+ }
}