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/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.spark.network.yarn
import java.io.{DataOutputStream, File, FileOutputStream}
import scala.annotation.tailrec
import org.apache.commons.io.FileUtils
import org.apache.hadoop.yarn.api.records.ApplicationId
import org.apache.hadoop.yarn.conf.YarnConfiguration
import org.apache.hadoop.yarn.server.api.{ApplicationInitializationContext, ApplicationTerminationContext}
import org.scalatest.{BeforeAndAfterEach, Matchers}
import org.apache.spark.SparkFunSuite
import org.apache.spark.network.shuffle.ShuffleTestAccessor
import org.apache.spark.network.shuffle.protocol.ExecutorShuffleInfo
class YarnShuffleServiceSuite extends SparkFunSuite with Matchers with BeforeAndAfterEach {
private[yarn] var yarnConfig: YarnConfiguration = new YarnConfiguration
private[yarn] val SORT_MANAGER = "org.apache.spark.shuffle.sort.SortShuffleManager"
override def beforeEach(): Unit = {
super.beforeEach()
yarnConfig.set(YarnConfiguration.NM_AUX_SERVICES, "spark_shuffle")
yarnConfig.set(YarnConfiguration.NM_AUX_SERVICE_FMT.format("spark_shuffle"),
classOf[YarnShuffleService].getCanonicalName)
yarnConfig.setInt("spark.shuffle.service.port", 0)
yarnConfig.get("yarn.nodemanager.local-dirs").split(",").foreach { dir =>
val d = new File(dir)
if (d.exists()) {
FileUtils.deleteDirectory(d)
}
FileUtils.forceMkdir(d)
logInfo(s"creating yarn.nodemanager.local-dirs: $d")
}
}
var s1: YarnShuffleService = null
var s2: YarnShuffleService = null
var s3: YarnShuffleService = null
override def afterEach(): Unit = {
try {
if (s1 != null) {
s1.stop()
s1 = null
}
if (s2 != null) {
s2.stop()
s2 = null
}
if (s3 != null) {
s3.stop()
s3 = null
}
} finally {
super.afterEach()
}
}
test("executor state kept across NM restart") {
s1 = new YarnShuffleService
s1.init(yarnConfig)
val app1Id = ApplicationId.newInstance(0, 1)
val app1Data: ApplicationInitializationContext =
new ApplicationInitializationContext("user", app1Id, null)
s1.initializeApplication(app1Data)
val app2Id = ApplicationId.newInstance(0, 2)
val app2Data: ApplicationInitializationContext =
new ApplicationInitializationContext("user", app2Id, null)
s1.initializeApplication(app2Data)
val execStateFile = s1.registeredExecutorFile
execStateFile should not be (null)
val shuffleInfo1 = new ExecutorShuffleInfo(Array("/foo", "/bar"), 3, SORT_MANAGER)
val shuffleInfo2 = new ExecutorShuffleInfo(Array("/bippy"), 5, SORT_MANAGER)
val blockHandler = s1.blockHandler
val blockResolver = ShuffleTestAccessor.getBlockResolver(blockHandler)
ShuffleTestAccessor.registeredExecutorFile(blockResolver) should be (execStateFile)
blockResolver.registerExecutor(app1Id.toString, "exec-1", shuffleInfo1)
blockResolver.registerExecutor(app2Id.toString, "exec-2", shuffleInfo2)
ShuffleTestAccessor.getExecutorInfo(app1Id, "exec-1", blockResolver) should
be (Some(shuffleInfo1))
ShuffleTestAccessor.getExecutorInfo(app2Id, "exec-2", blockResolver) should
be (Some(shuffleInfo2))
if (!execStateFile.exists()) {
@tailrec def findExistingParent(file: File): File = {
if (file == null) file
else if (file.exists()) file
else findExistingParent(file.getParentFile())
}
val existingParent = findExistingParent(execStateFile)
assert(false, s"$execStateFile does not exist -- closest existing parent is $existingParent")
}
assert(execStateFile.exists(), s"$execStateFile did not exist")
// now we pretend the shuffle service goes down, and comes back up
s1.stop()
s2 = new YarnShuffleService
s2.init(yarnConfig)
s2.registeredExecutorFile should be (execStateFile)
val handler2 = s2.blockHandler
val resolver2 = ShuffleTestAccessor.getBlockResolver(handler2)
// now we reinitialize only one of the apps, and expect yarn to tell us that app2 was stopped
// during the restart
s2.initializeApplication(app1Data)
s2.stopApplication(new ApplicationTerminationContext(app2Id))
ShuffleTestAccessor.getExecutorInfo(app1Id, "exec-1", resolver2) should be (Some(shuffleInfo1))
ShuffleTestAccessor.getExecutorInfo(app2Id, "exec-2", resolver2) should be (None)
// Act like the NM restarts one more time
s2.stop()
s3 = new YarnShuffleService
s3.init(yarnConfig)
s3.registeredExecutorFile should be (execStateFile)
val handler3 = s3.blockHandler
val resolver3 = ShuffleTestAccessor.getBlockResolver(handler3)
// app1 is still running
s3.initializeApplication(app1Data)
ShuffleTestAccessor.getExecutorInfo(app1Id, "exec-1", resolver3) should be (Some(shuffleInfo1))
ShuffleTestAccessor.getExecutorInfo(app2Id, "exec-2", resolver3) should be (None)
s3.stop()
}
test("removed applications should not be in registered executor file") {
s1 = new YarnShuffleService
s1.init(yarnConfig)
val app1Id = ApplicationId.newInstance(0, 1)
val app1Data: ApplicationInitializationContext =
new ApplicationInitializationContext("user", app1Id, null)
s1.initializeApplication(app1Data)
val app2Id = ApplicationId.newInstance(0, 2)
val app2Data: ApplicationInitializationContext =
new ApplicationInitializationContext("user", app2Id, null)
s1.initializeApplication(app2Data)
val execStateFile = s1.registeredExecutorFile
execStateFile should not be (null)
val shuffleInfo1 = new ExecutorShuffleInfo(Array("/foo", "/bar"), 3, SORT_MANAGER)
val shuffleInfo2 = new ExecutorShuffleInfo(Array("/bippy"), 5, SORT_MANAGER)
val blockHandler = s1.blockHandler
val blockResolver = ShuffleTestAccessor.getBlockResolver(blockHandler)
ShuffleTestAccessor.registeredExecutorFile(blockResolver) should be (execStateFile)
blockResolver.registerExecutor(app1Id.toString, "exec-1", shuffleInfo1)
blockResolver.registerExecutor(app2Id.toString, "exec-2", shuffleInfo2)
val db = ShuffleTestAccessor.shuffleServiceLevelDB(blockResolver)
ShuffleTestAccessor.reloadRegisteredExecutors(db) should not be empty
s1.stopApplication(new ApplicationTerminationContext(app1Id))
ShuffleTestAccessor.reloadRegisteredExecutors(db) should not be empty
s1.stopApplication(new ApplicationTerminationContext(app2Id))
ShuffleTestAccessor.reloadRegisteredExecutors(db) shouldBe empty
}
test("shuffle service should be robust to corrupt registered executor file") {
s1 = new YarnShuffleService
s1.init(yarnConfig)
val app1Id = ApplicationId.newInstance(0, 1)
val app1Data: ApplicationInitializationContext =
new ApplicationInitializationContext("user", app1Id, null)
s1.initializeApplication(app1Data)
val execStateFile = s1.registeredExecutorFile
val shuffleInfo1 = new ExecutorShuffleInfo(Array("/foo", "/bar"), 3, SORT_MANAGER)
val blockHandler = s1.blockHandler
val blockResolver = ShuffleTestAccessor.getBlockResolver(blockHandler)
ShuffleTestAccessor.registeredExecutorFile(blockResolver) should be (execStateFile)
blockResolver.registerExecutor(app1Id.toString, "exec-1", shuffleInfo1)
// now we pretend the shuffle service goes down, and comes back up. But we'll also
// make a corrupt registeredExecutor File
s1.stop()
execStateFile.listFiles().foreach{_.delete()}
val out = new DataOutputStream(new FileOutputStream(execStateFile + "/CURRENT"))
out.writeInt(42)
out.close()
s2 = new YarnShuffleService
s2.init(yarnConfig)
s2.registeredExecutorFile should be (execStateFile)
val handler2 = s2.blockHandler
val resolver2 = ShuffleTestAccessor.getBlockResolver(handler2)
// we re-initialize app1, but since the file was corrupt there is nothing we can do about it ...
s2.initializeApplication(app1Data)
// however, when we initialize a totally new app2, everything is still happy
val app2Id = ApplicationId.newInstance(0, 2)
val app2Data: ApplicationInitializationContext =
new ApplicationInitializationContext("user", app2Id, null)
s2.initializeApplication(app2Data)
val shuffleInfo2 = new ExecutorShuffleInfo(Array("/bippy"), 5, SORT_MANAGER)
resolver2.registerExecutor(app2Id.toString, "exec-2", shuffleInfo2)
ShuffleTestAccessor.getExecutorInfo(app2Id, "exec-2", resolver2) should be (Some(shuffleInfo2))
s2.stop()
// another stop & restart should be fine though (eg., we recover from previous corruption)
s3 = new YarnShuffleService
s3.init(yarnConfig)
s3.registeredExecutorFile should be (execStateFile)
val handler3 = s3.blockHandler
val resolver3 = ShuffleTestAccessor.getBlockResolver(handler3)
s3.initializeApplication(app2Data)
ShuffleTestAccessor.getExecutorInfo(app2Id, "exec-2", resolver3) should be (Some(shuffleInfo2))
s3.stop()
}
}
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