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[SPARK-3054][STREAMING] Add unit tests for Spark Sink.
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This patch adds unit tests for Spark Sink.

It also removes the private[flume] for Spark Sink,
since the sink is instantiated from Flume configuration (looks like this is ignored by reflection which is used by
Flume, but we should still remove it anyway).

Author: Hari Shreedharan <hshreedharan@apache.org>
Author: Hari Shreedharan <hshreedharan@cloudera.com>

Closes apache#1958 from harishreedharan/spark-sink-test and squashes the following commits:

e3110b9 [Hari Shreedharan] Add a sleep to allow sink to commit the transactions
120b81e [Hari Shreedharan] Fix complexity in threading model in test
4df5be6 [Hari Shreedharan] Merge remote-tracking branch 'asf/master' into spark-sink-test
c9190d1 [Hari Shreedharan] Indentation and spaces changes
7fedc5a [Hari Shreedharan] Merge remote-tracking branch 'asf/master' into spark-sink-test
abc20cb [Hari Shreedharan] Minor test changes
7b9b649 [Hari Shreedharan] Merge branch 'master' into spark-sink-test
f2c56c9 [Hari Shreedharan] Update SparkSinkSuite.scala
a24aac8 [Hari Shreedharan] Remove unused var
c86d615 [Hari Shreedharan] [SPARK-3054][STREAMING] Add unit tests for Spark Sink.
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harishreedharan authored and tdas committed Aug 20, 2014
1 parent 0a7ef63 commit 8c5a222
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Showing 4 changed files with 212 additions and 2 deletions.
7 changes: 7 additions & 0 deletions external/flume-sink/pom.xml
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Expand Up @@ -72,6 +72,13 @@
<groupId>org.scalatest</groupId>
<artifactId>scalatest_${scala.binary.version}</artifactId>
</dependency>
<dependency>
<groupId>org.apache.spark</groupId>
<artifactId>spark-streaming_${scala.binary.version}</artifactId>
<version>${project.version}</version>
<type>test-jar</type>
<scope>test</scope> <!-- Need it only for tests, don't package it -->
</dependency>
</dependencies>
<build>
<outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
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Original file line number Diff line number Diff line change
Expand Up @@ -53,7 +53,6 @@ import org.apache.flume.sink.AbstractSink
*
*/

private[flume]
class SparkSink extends AbstractSink with Logging with Configurable {

// Size of the pool to use for holding transaction processors.
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@@ -0,0 +1,204 @@
/*
* 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.streaming.flume.sink

import java.net.InetSocketAddress
import java.util.concurrent.atomic.AtomicInteger
import java.util.concurrent.{TimeUnit, CountDownLatch, Executors}

import scala.collection.JavaConversions._
import scala.concurrent.{ExecutionContext, Future}
import scala.util.{Failure, Success}

import com.google.common.util.concurrent.ThreadFactoryBuilder
import org.apache.avro.ipc.NettyTransceiver
import org.apache.avro.ipc.specific.SpecificRequestor
import org.apache.flume.Context
import org.apache.flume.channel.MemoryChannel
import org.apache.flume.event.EventBuilder
import org.apache.spark.streaming.TestSuiteBase
import org.jboss.netty.channel.socket.nio.NioClientSocketChannelFactory

class SparkSinkSuite extends TestSuiteBase {
val eventsPerBatch = 1000
val channelCapacity = 5000

test("Success") {
val (channel, sink) = initializeChannelAndSink()
channel.start()
sink.start()

putEvents(channel, eventsPerBatch)

val port = sink.getPort
val address = new InetSocketAddress("0.0.0.0", port)

val (transceiver, client) = getTransceiverAndClient(address, 1)(0)
val events = client.getEventBatch(1000)
client.ack(events.getSequenceNumber)
assert(events.getEvents.size() === 1000)
assertChannelIsEmpty(channel)
sink.stop()
channel.stop()
transceiver.close()
}

test("Nack") {
val (channel, sink) = initializeChannelAndSink()
channel.start()
sink.start()
putEvents(channel, eventsPerBatch)

val port = sink.getPort
val address = new InetSocketAddress("0.0.0.0", port)

val (transceiver, client) = getTransceiverAndClient(address, 1)(0)
val events = client.getEventBatch(1000)
assert(events.getEvents.size() === 1000)
client.nack(events.getSequenceNumber)
assert(availableChannelSlots(channel) === 4000)
sink.stop()
channel.stop()
transceiver.close()
}

test("Timeout") {
val (channel, sink) = initializeChannelAndSink(Map(SparkSinkConfig
.CONF_TRANSACTION_TIMEOUT -> 1.toString))
channel.start()
sink.start()
putEvents(channel, eventsPerBatch)
val port = sink.getPort
val address = new InetSocketAddress("0.0.0.0", port)

val (transceiver, client) = getTransceiverAndClient(address, 1)(0)
val events = client.getEventBatch(1000)
assert(events.getEvents.size() === 1000)
Thread.sleep(1000)
assert(availableChannelSlots(channel) === 4000)
sink.stop()
channel.stop()
transceiver.close()
}

test("Multiple consumers") {
testMultipleConsumers(failSome = false)
}

test("Multiple consumers with some failures") {
testMultipleConsumers(failSome = true)
}

def testMultipleConsumers(failSome: Boolean): Unit = {
implicit val executorContext = ExecutionContext
.fromExecutorService(Executors.newFixedThreadPool(5))
val (channel, sink) = initializeChannelAndSink()
channel.start()
sink.start()
(1 to 5).foreach(_ => putEvents(channel, eventsPerBatch))
val port = sink.getPort
val address = new InetSocketAddress("0.0.0.0", port)
val transceiversAndClients = getTransceiverAndClient(address, 5)
val batchCounter = new CountDownLatch(5)
val counter = new AtomicInteger(0)
transceiversAndClients.foreach(x => {
Future {
val client = x._2
val events = client.getEventBatch(1000)
if (!failSome || counter.getAndIncrement() % 2 == 0) {
client.ack(events.getSequenceNumber)
} else {
client.nack(events.getSequenceNumber)
throw new RuntimeException("Sending NACK for failure!")
}
events
}.onComplete {
case Success(events) =>
assert(events.getEvents.size() === 1000)
batchCounter.countDown()
case Failure(t) =>
// Don't re-throw the exception, causes a nasty unnecessary stack trace on stdout
batchCounter.countDown()
}
})
batchCounter.await()
TimeUnit.SECONDS.sleep(1) // Allow the sink to commit the transactions.
executorContext.shutdown()
if(failSome) {
assert(availableChannelSlots(channel) === 3000)
} else {
assertChannelIsEmpty(channel)
}
sink.stop()
channel.stop()
transceiversAndClients.foreach(x => x._1.close())
}

private def initializeChannelAndSink(overrides: Map[String, String] = Map.empty): (MemoryChannel,
SparkSink) = {
val channel = new MemoryChannel()
val channelContext = new Context()

channelContext.put("capacity", channelCapacity.toString)
channelContext.put("transactionCapacity", 1000.toString)
channelContext.put("keep-alive", 0.toString)
channelContext.putAll(overrides)
channel.configure(channelContext)

val sink = new SparkSink()
val sinkContext = new Context()
sinkContext.put(SparkSinkConfig.CONF_HOSTNAME, "0.0.0.0")
sinkContext.put(SparkSinkConfig.CONF_PORT, 0.toString)
sink.configure(sinkContext)
sink.setChannel(channel)
(channel, sink)
}

private def putEvents(ch: MemoryChannel, count: Int): Unit = {
val tx = ch.getTransaction
tx.begin()
(1 to count).foreach(x => ch.put(EventBuilder.withBody(x.toString.getBytes)))
tx.commit()
tx.close()
}

private def getTransceiverAndClient(address: InetSocketAddress,
count: Int): Seq[(NettyTransceiver, SparkFlumeProtocol.Callback)] = {

(1 to count).map(_ => {
lazy val channelFactoryExecutor =
Executors.newCachedThreadPool(new ThreadFactoryBuilder().setDaemon(true).
setNameFormat("Flume Receiver Channel Thread - %d").build())
lazy val channelFactory =
new NioClientSocketChannelFactory(channelFactoryExecutor, channelFactoryExecutor)
val transceiver = new NettyTransceiver(address, channelFactory)
val client = SpecificRequestor.getClient(classOf[SparkFlumeProtocol.Callback], transceiver)
(transceiver, client)
})
}

private def assertChannelIsEmpty(channel: MemoryChannel): Unit = {
assert(availableChannelSlots(channel) === channelCapacity)
}

private def availableChannelSlots(channel: MemoryChannel): Int = {
val queueRemaining = channel.getClass.getDeclaredField("queueRemaining")
queueRemaining.setAccessible(true)
val m = queueRemaining.get(channel).getClass.getDeclaredMethod("availablePermits")
m.invoke(queueRemaining.get(channel)).asInstanceOf[Int]
}
}
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Expand Up @@ -198,7 +198,7 @@ class FlumePollingStreamSuite extends TestSuiteBase {
}

def assertChannelIsEmpty(channel: MemoryChannel) = {
val queueRemaining = channel.getClass.getDeclaredField("queueRemaining");
val queueRemaining = channel.getClass.getDeclaredField("queueRemaining")
queueRemaining.setAccessible(true)
val m = queueRemaining.get(channel).getClass.getDeclaredMethod("availablePermits")
assert(m.invoke(queueRemaining.get(channel)).asInstanceOf[Int] === 5000)
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