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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.scheduler.mesos
import org.apache.spark.executor.MesosExecutorBackend
import org.scalatest.FunSuite
import org.apache.spark.{SparkConf, SparkContext, LocalSparkContext}
import org.apache.spark.scheduler.{SparkListenerExecutorAdded, LiveListenerBus,
TaskDescription, WorkerOffer, TaskSchedulerImpl}
import org.apache.spark.scheduler.cluster.ExecutorInfo
import org.apache.spark.scheduler.cluster.mesos.{MemoryUtils, MesosSchedulerBackend}
import org.apache.mesos.SchedulerDriver
import org.apache.mesos.Protos.{ExecutorInfo => MesosExecutorInfo, _}
import org.apache.mesos.Protos.Value.Scalar
import org.easymock.{Capture, EasyMock}
import java.nio.ByteBuffer
import java.util.Collections
import java.util
import org.scalatest.mock.EasyMockSugar
import scala.collection.mutable
import scala.collection.mutable.ArrayBuffer
class MesosSchedulerBackendSuite extends FunSuite with LocalSparkContext with EasyMockSugar {
test("check spark-class location correctly") {
val conf = new SparkConf
conf.set("spark.mesos.executor.home" , "/mesos-home")
val listenerBus = EasyMock.createMock(classOf[LiveListenerBus])
listenerBus.post(SparkListenerExecutorAdded(EasyMock.anyLong, "s1", new ExecutorInfo("host1", 2, Map.empty)))
EasyMock.replay(listenerBus)
val sc = EasyMock.createMock(classOf[SparkContext])
EasyMock.expect(sc.getSparkHome()).andReturn(Option("/spark-home")).anyTimes()
EasyMock.expect(sc.conf).andReturn(conf).anyTimes()
EasyMock.expect(sc.executorEnvs).andReturn(new mutable.HashMap).anyTimes()
EasyMock.expect(sc.executorMemory).andReturn(100).anyTimes()
EasyMock.expect(sc.listenerBus).andReturn(listenerBus)
EasyMock.replay(sc)
val taskScheduler = EasyMock.createMock(classOf[TaskSchedulerImpl])
EasyMock.expect(taskScheduler.CPUS_PER_TASK).andReturn(2).anyTimes()
EasyMock.replay(taskScheduler)
val mesosSchedulerBackend = new MesosSchedulerBackend(taskScheduler, sc, "master")
// uri is null.
val executorInfo = mesosSchedulerBackend.createExecutorInfo("test-id")
assert(executorInfo.getCommand.getValue === s" /mesos-home/bin/spark-class ${classOf[MesosExecutorBackend].getName}")
// uri exists.
conf.set("spark.executor.uri", "hdfs:///test-app-1.0.0.tgz")
val executorInfo1 = mesosSchedulerBackend.createExecutorInfo("test-id")
assert(executorInfo1.getCommand.getValue === s"cd test-app-1*; ./bin/spark-class ${classOf[MesosExecutorBackend].getName}")
}
test("mesos resource offers result in launching tasks") {
def createOffer(id: Int, mem: Int, cpu: Int) = {
val builder = Offer.newBuilder()
builder.addResourcesBuilder()
.setName("mem")
.setType(Value.Type.SCALAR)
.setScalar(Scalar.newBuilder().setValue(mem))
builder.addResourcesBuilder()
.setName("cpus")
.setType(Value.Type.SCALAR)
.setScalar(Scalar.newBuilder().setValue(cpu))
builder.setId(OfferID.newBuilder().setValue(s"o${id.toString}").build()).setFrameworkId(FrameworkID.newBuilder().setValue("f1"))
.setSlaveId(SlaveID.newBuilder().setValue(s"s${id.toString}")).setHostname(s"host${id.toString}").build()
}
val driver = EasyMock.createMock(classOf[SchedulerDriver])
val taskScheduler = EasyMock.createMock(classOf[TaskSchedulerImpl])
val listenerBus = EasyMock.createMock(classOf[LiveListenerBus])
listenerBus.post(SparkListenerExecutorAdded(EasyMock.anyLong, "s1", new ExecutorInfo("host1", 2, Map.empty)))
EasyMock.replay(listenerBus)
val sc = EasyMock.createMock(classOf[SparkContext])
EasyMock.expect(sc.executorMemory).andReturn(100).anyTimes()
EasyMock.expect(sc.getSparkHome()).andReturn(Option("/path")).anyTimes()
EasyMock.expect(sc.executorEnvs).andReturn(new mutable.HashMap).anyTimes()
EasyMock.expect(sc.conf).andReturn(new SparkConf).anyTimes()
EasyMock.expect(sc.listenerBus).andReturn(listenerBus)
EasyMock.replay(sc)
val minMem = MemoryUtils.calculateTotalMemory(sc).toInt
val minCpu = 4
val mesosOffers = new java.util.ArrayList[Offer]
mesosOffers.add(createOffer(1, minMem, minCpu))
mesosOffers.add(createOffer(2, minMem - 1, minCpu))
mesosOffers.add(createOffer(3, minMem, minCpu))
val backend = new MesosSchedulerBackend(taskScheduler, sc, "master")
val expectedWorkerOffers = new ArrayBuffer[WorkerOffer](2)
expectedWorkerOffers.append(new WorkerOffer(
mesosOffers.get(0).getSlaveId.getValue,
mesosOffers.get(0).getHostname,
2
))
expectedWorkerOffers.append(new WorkerOffer(
mesosOffers.get(2).getSlaveId.getValue,
mesosOffers.get(2).getHostname,
2
))
val taskDesc = new TaskDescription(1L, 0, "s1", "n1", 0, ByteBuffer.wrap(new Array[Byte](0)))
EasyMock.expect(taskScheduler.resourceOffers(EasyMock.eq(expectedWorkerOffers))).andReturn(Seq(Seq(taskDesc)))
EasyMock.expect(taskScheduler.CPUS_PER_TASK).andReturn(2).anyTimes()
EasyMock.replay(taskScheduler)
val capture = new Capture[util.Collection[TaskInfo]]
EasyMock.expect(
driver.launchTasks(
EasyMock.eq(Collections.singleton(mesosOffers.get(0).getId)),
EasyMock.capture(capture),
EasyMock.anyObject(classOf[Filters])
)
).andReturn(Status.valueOf(1)).once
EasyMock.expect(driver.declineOffer(mesosOffers.get(1).getId)).andReturn(Status.valueOf(1)).times(1)
EasyMock.expect(driver.declineOffer(mesosOffers.get(2).getId)).andReturn(Status.valueOf(1)).times(1)
EasyMock.replay(driver)
backend.resourceOffers(driver, mesosOffers)
EasyMock.verify(driver)
assert(capture.getValue.size() == 1)
val taskInfo = capture.getValue.iterator().next()
assert(taskInfo.getName.equals("n1"))
val cpus = taskInfo.getResourcesList.get(0)
assert(cpus.getName.equals("cpus"))
assert(cpus.getScalar.getValue.equals(2.0))
assert(taskInfo.getSlaveId.getValue.equals("s1"))
// Unwanted resources offered on an existing node. Make sure they are declined
val mesosOffers2 = new java.util.ArrayList[Offer]
mesosOffers2.add(createOffer(1, minMem, minCpu))
EasyMock.reset(taskScheduler)
EasyMock.reset(driver)
EasyMock.expect(taskScheduler.resourceOffers(EasyMock.anyObject(classOf[Seq[WorkerOffer]])).andReturn(Seq(Seq())))
EasyMock.expect(taskScheduler.CPUS_PER_TASK).andReturn(2).anyTimes()
EasyMock.replay(taskScheduler)
EasyMock.expect(driver.declineOffer(mesosOffers2.get(0).getId)).andReturn(Status.valueOf(1)).times(1)
EasyMock.replay(driver)
backend.resourceOffers(driver, mesosOffers2)
EasyMock.verify(driver)
}
}
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