From c23cd72b4bbcbf5f615636095c69e9a2e39bfbdd Mon Sep 17 00:00:00 2001 From: jerryshao Date: Sat, 12 Oct 2013 15:02:57 +0800 Subject: [PATCH 01/40] Upgrade Kafka 0.7.2 to Kafka 0.8.0-beta1 for Spark Streaming --- examples/pom.xml | 28 +++-- .../examples/JavaKafkaWordCount.java | 98 ++++++++++++++++++ .../streaming/examples/KafkaWordCount.scala | 28 ++--- project/SparkBuild.scala | 9 +- .../kafka/0.7.2-spark/kafka-0.7.2-spark.jar | Bin 1358063 -> 0 bytes .../0.7.2-spark/kafka-0.7.2-spark.jar.md5 | 1 - .../0.7.2-spark/kafka-0.7.2-spark.jar.sha1 | 1 - .../kafka/0.7.2-spark/kafka-0.7.2-spark.pom | 9 -- .../0.7.2-spark/kafka-0.7.2-spark.pom.md5 | 1 - .../0.7.2-spark/kafka-0.7.2-spark.pom.sha1 | 1 - .../kafka/kafka/maven-metadata-local.xml | 12 --- .../kafka/kafka/maven-metadata-local.xml.md5 | 1 - .../kafka/kafka/maven-metadata-local.xml.sha1 | 1 - streaming/pom.xml | 32 ++++-- .../spark/streaming/StreamingContext.scala | 20 ++-- .../api/java/JavaStreamingContext.scala | 33 +++--- .../streaming/dstream/KafkaInputDStream.scala | 61 ++++++----- .../apache/spark/streaming/JavaAPISuite.java | 16 ++- .../spark/streaming/InputStreamsSuite.scala | 8 +- 19 files changed, 250 insertions(+), 110 deletions(-) create mode 100644 examples/src/main/java/org/apache/spark/streaming/examples/JavaKafkaWordCount.java delete mode 100644 streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.jar delete mode 100644 streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.jar.md5 delete mode 100644 streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.jar.sha1 delete mode 100644 streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.pom delete mode 100644 streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.pom.md5 delete mode 100644 streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.pom.sha1 delete mode 100644 streaming/lib/org/apache/kafka/kafka/maven-metadata-local.xml delete mode 100644 streaming/lib/org/apache/kafka/kafka/maven-metadata-local.xml.md5 delete mode 100644 streaming/lib/org/apache/kafka/kafka/maven-metadata-local.xml.sha1 diff --git a/examples/pom.xml b/examples/pom.xml index b8c020a321..b97e6af288 100644 --- a/examples/pom.xml +++ b/examples/pom.xml @@ -32,13 +32,20 @@ http://spark.incubator.apache.org/ - - lib - file://${project.basedir}/lib + apache-repo + Apache Repository + https://repository.apache.org/content/repositories/releases + + true + + + false + + org.apache.spark @@ -81,9 +88,18 @@ org.apache.kafka - kafka - 0.7.2-spark - provided + kafka_2.9.2 + 0.8.0-beta1 + + + com.sun.jmx + jmxri + + + com.sun.jdmk + jmxtools + + org.eclipse.jetty diff --git a/examples/src/main/java/org/apache/spark/streaming/examples/JavaKafkaWordCount.java b/examples/src/main/java/org/apache/spark/streaming/examples/JavaKafkaWordCount.java new file mode 100644 index 0000000000..9a8e4209ed --- /dev/null +++ b/examples/src/main/java/org/apache/spark/streaming/examples/JavaKafkaWordCount.java @@ -0,0 +1,98 @@ +/* + * 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.examples; + +import java.util.Map; +import java.util.HashMap; + +import com.google.common.collect.Lists; +import org.apache.spark.api.java.function.FlatMapFunction; +import org.apache.spark.api.java.function.Function; +import org.apache.spark.api.java.function.Function2; +import org.apache.spark.api.java.function.PairFunction; +import org.apache.spark.streaming.Duration; +import org.apache.spark.streaming.api.java.JavaDStream; +import org.apache.spark.streaming.api.java.JavaPairDStream; +import org.apache.spark.streaming.api.java.JavaStreamingContext; +import scala.Tuple2; + +/** + * Consumes messages from one or more topics in Kafka and does wordcount. + * Usage: JavaKafkaWordCount + * is the Spark master URL. In local mode, should be 'local[n]' with n > 1. + * is a list of one or more zookeeper servers that make quorum + * is the name of kafka consumer group + * is a list of one or more kafka topics to consume from + * is the number of threads the kafka consumer should use + * + * Example: + * `./run-example org.apache.spark.streaming.examples.JavaKafkaWordCount local[2] zoo01,zoo02, + * zoo03 my-consumer-group topic1,topic2 1` + */ + +public class JavaKafkaWordCount { + public static void main(String[] args) { + if (args.length < 5) { + System.err.println("Usage: KafkaWordCount "); + System.exit(1); + } + + // Create the context with a 1 second batch size + JavaStreamingContext ssc = new JavaStreamingContext(args[0], "NetworkWordCount", + new Duration(2000), System.getenv("SPARK_HOME"), System.getenv("SPARK_EXAMPLES_JAR")); + + int numThreads = Integer.parseInt(args[4]); + Map topicMap = new HashMap(); + String[] topics = args[3].split(","); + for (String topic: topics) { + topicMap.put(topic, numThreads); + } + + JavaPairDStream messages = ssc.kafkaStream(args[1], args[2], topicMap); + + JavaDStream lines = messages.map(new Function, String>() { + @Override + public String call(Tuple2 tuple2) throws Exception { + return tuple2._2(); + } + }); + + JavaDStream words = lines.flatMap(new FlatMapFunction() { + @Override + public Iterable call(String x) { + return Lists.newArrayList(x.split(" ")); + } + }); + + JavaPairDStream wordCounts = words.map( + new PairFunction() { + @Override + public Tuple2 call(String s) throws Exception { + return new Tuple2(s, 1); + } + }).reduceByKey(new Function2() { + @Override + public Integer call(Integer i1, Integer i2) throws Exception { + return i1 + i2; + } + }); + + wordCounts.print(); + ssc.start(); + } +} diff --git a/examples/src/main/scala/org/apache/spark/streaming/examples/KafkaWordCount.scala b/examples/src/main/scala/org/apache/spark/streaming/examples/KafkaWordCount.scala index 12f939d5a7..570ba4c81a 100644 --- a/examples/src/main/scala/org/apache/spark/streaming/examples/KafkaWordCount.scala +++ b/examples/src/main/scala/org/apache/spark/streaming/examples/KafkaWordCount.scala @@ -18,13 +18,11 @@ package org.apache.spark.streaming.examples import java.util.Properties -import kafka.message.Message -import kafka.producer.SyncProducerConfig + import kafka.producer._ -import org.apache.spark.SparkContext + import org.apache.spark.streaming._ import org.apache.spark.streaming.StreamingContext._ -import org.apache.spark.storage.StorageLevel import org.apache.spark.streaming.util.RawTextHelper._ /** @@ -54,9 +52,10 @@ object KafkaWordCount { ssc.checkpoint("checkpoint") val topicpMap = topics.split(",").map((_,numThreads.toInt)).toMap - val lines = ssc.kafkaStream(zkQuorum, group, topicpMap) + val lines = ssc.kafkaStream(zkQuorum, group, topicpMap).map(_._2) val words = lines.flatMap(_.split(" ")) - val wordCounts = words.map(x => (x, 1l)).reduceByKeyAndWindow(add _, subtract _, Minutes(10), Seconds(2), 2) + val wordCounts = words.map(x => (x, 1l)) + .reduceByKeyAndWindow(add _, subtract _, Minutes(10), Seconds(2), 2) wordCounts.print() ssc.start() @@ -68,15 +67,16 @@ object KafkaWordCountProducer { def main(args: Array[String]) { if (args.length < 2) { - System.err.println("Usage: KafkaWordCountProducer ") + System.err.println("Usage: KafkaWordCountProducer " + + " ") System.exit(1) } - val Array(zkQuorum, topic, messagesPerSec, wordsPerMessage) = args + val Array(brokers, topic, messagesPerSec, wordsPerMessage) = args // Zookeper connection properties val props = new Properties() - props.put("zk.connect", zkQuorum) + props.put("metadata.broker.list", brokers) props.put("serializer.class", "kafka.serializer.StringEncoder") val config = new ProducerConfig(props) @@ -85,11 +85,13 @@ object KafkaWordCountProducer { // Send some messages while(true) { val messages = (1 to messagesPerSec.toInt).map { messageNum => - (1 to wordsPerMessage.toInt).map(x => scala.util.Random.nextInt(10).toString).mkString(" ") + val str = (1 to wordsPerMessage.toInt).map(x => scala.util.Random.nextInt(10).toString) + .mkString(" ") + + new KeyedMessage[String, String](topic, str) }.toArray - println(messages.mkString(",")) - val data = new ProducerData[String, String](topic, messages) - producer.send(data) + + producer.send(messages: _*) Thread.sleep(100) } } diff --git a/project/SparkBuild.scala b/project/SparkBuild.scala index 973f1e2f11..b14970942b 100644 --- a/project/SparkBuild.scala +++ b/project/SparkBuild.scala @@ -273,13 +273,16 @@ object SparkBuild extends Build { def streamingSettings = sharedSettings ++ Seq( name := "spark-streaming", resolvers ++= Seq( - "Akka Repository" at "http://repo.akka.io/releases/" + "Akka Repository" at "http://repo.akka.io/releases/", + "Apache repo" at "https://repository.apache.org/content/repositories/releases" ), libraryDependencies ++= Seq( "org.apache.flume" % "flume-ng-sdk" % "1.2.0" % "compile" excludeAll(excludeNetty, excludeSnappy), - "com.github.sgroschupf" % "zkclient" % "0.1" excludeAll(excludeNetty), "org.twitter4j" % "twitter4j-stream" % "3.0.3" excludeAll(excludeNetty), - "com.typesafe.akka" % "akka-zeromq" % "2.0.5" excludeAll(excludeNetty) + "com.typesafe.akka" % "akka-zeromq" % "2.0.5" excludeAll(excludeNetty), + "org.apache.kafka" % "kafka_2.9.2" % "0.8.0-beta1" + exclude("com.sun.jdmk", "jmxtools") + exclude("com.sun.jmx", "jmxri") ) ) diff --git a/streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.jar b/streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.jar deleted file mode 100644 index 65f79925a4d06a41b7b98d7e6f92fedb408c9b3a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1358063 zcma%j1yo#H(k|}q?(XjH?k<7G-QC@Ty9Rd+0fM``yA#|U5_sIXGr2SKzyH41tX{nq zUHhC9s<5t@rJuTM@M~nT<67C|{ul1&LIJ*3yPa zMq%mvm#=o##(r?X*)1EE=F(bG9vV>e5|Mx}Cjy8X@@Gp(60B(T4-<`jn>|e6R_Ww_H 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zy{Q=~=`qoMZV?iuu2)ijq5-hqfQRxLboz%HCbKOnjrDsC+Qt4#6r6NuDDbyL+>phu zV;?bouP2P}qQ7wI-P5JD_YUqc6+g%%U#-~qKnx^P2dGfewtd!pBGK58nDmasobuxj zQ!m2YR>0%dv4IK-N?pXjl(})=e4Cg=JbG*ey-t{75z#+Jmpzd>uT0|B{m3-(qTQ^z zfd2It44pfNnkQ!@MaM+@wwvZVU1Tf+=544r2&=CNM$5CF-_|o&mk{AI1gjKbrn}wJ zgnODnU-v?jWMy~bMn<5xqS|IWF4a>3S85cKgge0*u4hWQ$JBUkFcw0Oi?$T}N!-GC zZbxIZ%8Ef#NiK_Sm3wjn@aDz(!UW#l+q1xHJ;4x~5*vfF;E06w5i}(r1uuTU`S(kR zqs#X?Pf2KN_Y~Y%5;*5zt%C*5X*(IG;^`ebcB*^FM5_X;z4g_~V*E_$CeFlt)$3eY zaOE7dwy~hH(;lYMT_Q>q(zsQ}c=3n~uTFt;uiOuI&_F180pjp}Mx@-Lz5MReU~Tw^ zi?k~|x}_AogE|Q7l0}lvhZvQ$CY!^cZ66VMf zDVI4C22?o}S*foI8nMerKwkM|No`2%9d^XUr36 yMM^ - - 4.0.0 - org.apache.kafka - kafka - 0.7.2-spark - POM was created from install:install-file - diff --git a/streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.pom.md5 b/streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.pom.md5 deleted file mode 100644 index 92c4132b5b..0000000000 --- a/streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.pom.md5 +++ /dev/null @@ -1 +0,0 @@ -7bc4322266e6032bdf9ef6eebdd8097d \ No newline at end of file diff --git a/streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.pom.sha1 b/streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.pom.sha1 deleted file mode 100644 index 8a1d8a097a..0000000000 --- a/streaming/lib/org/apache/kafka/kafka/0.7.2-spark/kafka-0.7.2-spark.pom.sha1 +++ /dev/null @@ -1 +0,0 @@ -d0f79e8eff0db43ca7bcf7dce2c8cd2972685c9d \ No newline at end of file diff --git a/streaming/lib/org/apache/kafka/kafka/maven-metadata-local.xml b/streaming/lib/org/apache/kafka/kafka/maven-metadata-local.xml deleted file mode 100644 index 720cd51c2f..0000000000 --- a/streaming/lib/org/apache/kafka/kafka/maven-metadata-local.xml +++ /dev/null @@ -1,12 +0,0 @@ - - - org.apache.kafka - kafka - - 0.7.2-spark - - 0.7.2-spark - - 20130121015225 - - diff --git a/streaming/lib/org/apache/kafka/kafka/maven-metadata-local.xml.md5 b/streaming/lib/org/apache/kafka/kafka/maven-metadata-local.xml.md5 deleted file mode 100644 index a4ce5dc9e8..0000000000 --- a/streaming/lib/org/apache/kafka/kafka/maven-metadata-local.xml.md5 +++ /dev/null @@ -1 +0,0 @@ -e2b9c7c5f6370dd1d21a0aae5e8dcd77 \ No newline at end of file diff --git a/streaming/lib/org/apache/kafka/kafka/maven-metadata-local.xml.sha1 b/streaming/lib/org/apache/kafka/kafka/maven-metadata-local.xml.sha1 deleted file mode 100644 index b869eaf2a6..0000000000 --- a/streaming/lib/org/apache/kafka/kafka/maven-metadata-local.xml.sha1 +++ /dev/null @@ -1 +0,0 @@ -2a4341da936b6c07a09383d17ffb185ac558ee91 \ No newline at end of file diff --git a/streaming/pom.xml b/streaming/pom.xml index 3b25fb49fb..14c043175d 100644 --- a/streaming/pom.xml +++ b/streaming/pom.xml @@ -32,10 +32,16 @@ http://spark.incubator.apache.org/ - - lib - file://${project.basedir}/lib + apache-repo + Apache Repository + https://repository.apache.org/content/repositories/releases + + true + + + false + @@ -56,9 +62,18 @@ org.apache.kafka - kafka - 0.7.2-spark - provided + kafka_2.9.2 + 0.8.0-beta1 + + + com.sun.jmx + jmxri + + + com.sun.jdmk + jmxtools + + org.apache.flume @@ -71,11 +86,6 @@ - - com.github.sgroschupf - zkclient - 0.1 - org.twitter4j twitter4j-stream diff --git a/streaming/src/main/scala/org/apache/spark/streaming/StreamingContext.scala b/streaming/src/main/scala/org/apache/spark/streaming/StreamingContext.scala index 878725c705..dc60046805 100644 --- a/streaming/src/main/scala/org/apache/spark/streaming/StreamingContext.scala +++ b/streaming/src/main/scala/org/apache/spark/streaming/StreamingContext.scala @@ -252,10 +252,14 @@ class StreamingContext private ( groupId: String, topics: Map[String, Int], storageLevel: StorageLevel = StorageLevel.MEMORY_ONLY_SER_2 - ): DStream[String] = { + ): DStream[(String, String)] = { val kafkaParams = Map[String, String]( - "zk.connect" -> zkQuorum, "groupid" -> groupId, "zk.connectiontimeout.ms" -> "10000") - kafkaStream[String, kafka.serializer.StringDecoder](kafkaParams, topics, storageLevel) + "zookeeper.connect" -> zkQuorum, "group.id" -> groupId, + "zookeeper.connection.timeout.ms" -> "10000") + kafkaStream[String, String, kafka.serializer.StringDecoder, kafka.serializer.StringDecoder]( + kafkaParams, + topics, + storageLevel) } /** @@ -266,12 +270,16 @@ class StreamingContext private ( * in its own thread. * @param storageLevel Storage level to use for storing the received objects */ - def kafkaStream[T: ClassManifest, D <: kafka.serializer.Decoder[_]: Manifest]( + def kafkaStream[ + K: ClassManifest, + V: ClassManifest, + U <: kafka.serializer.Decoder[_]: Manifest, + T <: kafka.serializer.Decoder[_]: Manifest]( kafkaParams: Map[String, String], topics: Map[String, Int], storageLevel: StorageLevel - ): DStream[T] = { - val inputStream = new KafkaInputDStream[T, D](this, kafkaParams, topics, storageLevel) + ): DStream[(K, V)] = { + val inputStream = new KafkaInputDStream[K, V, U, T](this, kafkaParams, topics, storageLevel) registerInputStream(inputStream) inputStream } diff --git a/streaming/src/main/scala/org/apache/spark/streaming/api/java/JavaStreamingContext.scala b/streaming/src/main/scala/org/apache/spark/streaming/api/java/JavaStreamingContext.scala index 54ba3e6025..6423b916b0 100644 --- a/streaming/src/main/scala/org/apache/spark/streaming/api/java/JavaStreamingContext.scala +++ b/streaming/src/main/scala/org/apache/spark/streaming/api/java/JavaStreamingContext.scala @@ -141,7 +141,7 @@ class JavaStreamingContext(val ssc: StreamingContext) { zkQuorum: String, groupId: String, topics: JMap[String, JInt]) - : JavaDStream[String] = { + : JavaPairDStream[String, String] = { implicit val cmt: ClassManifest[String] = implicitly[ClassManifest[AnyRef]].asInstanceOf[ClassManifest[String]] ssc.kafkaStream(zkQuorum, groupId, Map(topics.mapValues(_.intValue()).toSeq: _*), @@ -162,7 +162,7 @@ class JavaStreamingContext(val ssc: StreamingContext) { groupId: String, topics: JMap[String, JInt], storageLevel: StorageLevel) - : JavaDStream[String] = { + : JavaPairDStream[String, String] = { implicit val cmt: ClassManifest[String] = implicitly[ClassManifest[AnyRef]].asInstanceOf[ClassManifest[String]] ssc.kafkaStream(zkQuorum, groupId, Map(topics.mapValues(_.intValue()).toSeq: _*), @@ -171,25 +171,34 @@ class JavaStreamingContext(val ssc: StreamingContext) { /** * Create an input stream that pulls messages form a Kafka Broker. - * @param typeClass Type of RDD - * @param decoderClass Type of kafka decoder + * @param keyTypeClass Key type of RDD + * @param valueTypeClass value type of RDD + * @param keyDecoderClass Type of kafka key decoder + * @param valueDecoderClass Type of kafka value decoder * @param kafkaParams Map of kafka configuration paramaters. * See: http://kafka.apache.org/configuration.html * @param topics Map of (topic_name -> numPartitions) to consume. Each partition is consumed * in its own thread. * @param storageLevel RDD storage level. Defaults to memory-only */ - def kafkaStream[T, D <: kafka.serializer.Decoder[_]]( - typeClass: Class[T], - decoderClass: Class[D], + def kafkaStream[K, V, U <: kafka.serializer.Decoder[_], T <: kafka.serializer.Decoder[_]]( + keyTypeClass: Class[K], + valueTypeClass: Class[V], + keyDecoderClass: Class[U], + valueDecoderClass: Class[T], kafkaParams: JMap[String, String], topics: JMap[String, JInt], storageLevel: StorageLevel) - : JavaDStream[T] = { - implicit val cmt: ClassManifest[T] = - implicitly[ClassManifest[AnyRef]].asInstanceOf[ClassManifest[T]] - implicit val cmd: Manifest[D] = implicitly[Manifest[AnyRef]].asInstanceOf[Manifest[D]] - ssc.kafkaStream[T, D]( + : JavaPairDStream[K, V] = { + implicit val keyCmt: ClassManifest[K] = + implicitly[ClassManifest[AnyRef]].asInstanceOf[ClassManifest[K]] + implicit val valueCmt: ClassManifest[V] = + implicitly[ClassManifest[AnyRef]].asInstanceOf[ClassManifest[V]] + + implicit val keyCmd: Manifest[U] = implicitly[Manifest[AnyRef]].asInstanceOf[Manifest[U]] + implicit val valueCmd: Manifest[T] = implicitly[Manifest[AnyRef]].asInstanceOf[Manifest[T]] + + ssc.kafkaStream[K, V, U, T]( kafkaParams.toMap, Map(topics.mapValues(_.intValue()).toSeq: _*), storageLevel) diff --git a/streaming/src/main/scala/org/apache/spark/streaming/dstream/KafkaInputDStream.scala b/streaming/src/main/scala/org/apache/spark/streaming/dstream/KafkaInputDStream.scala index 51e913675d..a5de5e1fb5 100644 --- a/streaming/src/main/scala/org/apache/spark/streaming/dstream/KafkaInputDStream.scala +++ b/streaming/src/main/scala/org/apache/spark/streaming/dstream/KafkaInputDStream.scala @@ -19,22 +19,18 @@ package org.apache.spark.streaming.dstream import org.apache.spark.Logging import org.apache.spark.storage.StorageLevel -import org.apache.spark.streaming.{Time, DStreamCheckpointData, StreamingContext} +import org.apache.spark.streaming.StreamingContext import java.util.Properties import java.util.concurrent.Executors import kafka.consumer._ -import kafka.message.{Message, MessageSet, MessageAndMetadata} import kafka.serializer.Decoder -import kafka.utils.{Utils, ZKGroupTopicDirs} -import kafka.utils.ZkUtils._ +import kafka.utils.VerifiableProperties import kafka.utils.ZKStringSerializer import org.I0Itec.zkclient._ import scala.collection.Map -import scala.collection.mutable.HashMap -import scala.collection.JavaConversions._ /** @@ -46,25 +42,32 @@ import scala.collection.JavaConversions._ * @param storageLevel RDD storage level. */ private[streaming] -class KafkaInputDStream[T: ClassManifest, D <: Decoder[_]: Manifest]( +class KafkaInputDStream[ + K: ClassManifest, + V: ClassManifest, + U <: Decoder[_]: Manifest, + T <: Decoder[_]: Manifest]( @transient ssc_ : StreamingContext, kafkaParams: Map[String, String], topics: Map[String, Int], storageLevel: StorageLevel - ) extends NetworkInputDStream[T](ssc_ ) with Logging { + ) extends NetworkInputDStream[(K, V)](ssc_) with Logging { - - def getReceiver(): NetworkReceiver[T] = { - new KafkaReceiver[T, D](kafkaParams, topics, storageLevel) - .asInstanceOf[NetworkReceiver[T]] + def getReceiver(): NetworkReceiver[(K, V)] = { + new KafkaReceiver[K, V, U, T](kafkaParams, topics, storageLevel) + .asInstanceOf[NetworkReceiver[(K, V)]] } } private[streaming] -class KafkaReceiver[T: ClassManifest, D <: Decoder[_]: Manifest]( - kafkaParams: Map[String, String], - topics: Map[String, Int], - storageLevel: StorageLevel +class KafkaReceiver[ + K: ClassManifest, + V: ClassManifest, + U <: Decoder[_]: Manifest, + T <: Decoder[_]: Manifest]( + kafkaParams: Map[String, String], + topics: Map[String, Int], + storageLevel: StorageLevel ) extends NetworkReceiver[Any] { // Handles pushing data into the BlockManager @@ -83,27 +86,34 @@ class KafkaReceiver[T: ClassManifest, D <: Decoder[_]: Manifest]( // In case we are using multiple Threads to handle Kafka Messages val executorPool = Executors.newFixedThreadPool(topics.values.reduce(_ + _)) - logInfo("Starting Kafka Consumer Stream with group: " + kafkaParams("groupid")) + logInfo("Starting Kafka Consumer Stream with group: " + kafkaParams("group.id")) // Kafka connection properties val props = new Properties() kafkaParams.foreach(param => props.put(param._1, param._2)) // Create the connection to the cluster - logInfo("Connecting to Zookeper: " + kafkaParams("zk.connect")) + logInfo("Connecting to Zookeper: " + kafkaParams("zookeeper.connect")) val consumerConfig = new ConsumerConfig(props) consumerConnector = Consumer.create(consumerConfig) - logInfo("Connected to " + kafkaParams("zk.connect")) + logInfo("Connected to " + kafkaParams("zookeeper.connect")) // When autooffset.reset is defined, it is our responsibility to try and whack the // consumer group zk node. - if (kafkaParams.contains("autooffset.reset")) { - tryZookeeperConsumerGroupCleanup(kafkaParams("zk.connect"), kafkaParams("groupid")) + if (kafkaParams.contains("auto.offset.reset")) { + tryZookeeperConsumerGroupCleanup(kafkaParams("zookeeper.connect"), kafkaParams("group.id")) } // Create Threads for each Topic/Message Stream we are listening - val decoder = manifest[D].erasure.newInstance.asInstanceOf[Decoder[T]] - val topicMessageStreams = consumerConnector.createMessageStreams(topics, decoder) + val keyDecoder = manifest[U].erasure.getConstructor(classOf[VerifiableProperties]) + .newInstance(consumerConfig.props) + .asInstanceOf[Decoder[K]] + val valueDecoder = manifest[T].erasure.getConstructor(classOf[VerifiableProperties]) + .newInstance(consumerConfig.props) + .asInstanceOf[Decoder[V]] + + val topicMessageStreams = consumerConnector.createMessageStreams( + topics, keyDecoder, valueDecoder) // Start the messages handler for each partition topicMessageStreams.values.foreach { streams => @@ -112,11 +122,12 @@ class KafkaReceiver[T: ClassManifest, D <: Decoder[_]: Manifest]( } // Handles Kafka Messages - private class MessageHandler[T: ClassManifest](stream: KafkaStream[T]) extends Runnable { + private class MessageHandler[K: ClassManifest, V: ClassManifest](stream: KafkaStream[K, V]) + extends Runnable { def run() { logInfo("Starting MessageHandler.") for (msgAndMetadata <- stream) { - blockGenerator += msgAndMetadata.message + blockGenerator += (msgAndMetadata.key, msgAndMetadata.message) } } } diff --git a/streaming/src/test/java/org/apache/spark/streaming/JavaAPISuite.java b/streaming/src/test/java/org/apache/spark/streaming/JavaAPISuite.java index c0d729ff87..dc01f1e8aa 100644 --- a/streaming/src/test/java/org/apache/spark/streaming/JavaAPISuite.java +++ b/streaming/src/test/java/org/apache/spark/streaming/JavaAPISuite.java @@ -1220,14 +1220,20 @@ public class JavaAPISuite implements Serializable { @Test public void testKafkaStream() { HashMap topics = Maps.newHashMap(); - JavaDStream test1 = ssc.kafkaStream("localhost:12345", "group", topics); - JavaDStream test2 = ssc.kafkaStream("localhost:12345", "group", topics, + JavaPairDStream test1 = ssc.kafkaStream("localhost:12345", "group", topics); + JavaPairDStream test2 = ssc.kafkaStream("localhost:12345", "group", topics, StorageLevel.MEMORY_AND_DISK()); HashMap kafkaParams = Maps.newHashMap(); - kafkaParams.put("zk.connect","localhost:12345"); - kafkaParams.put("groupid","consumer-group"); - JavaDStream test3 = ssc.kafkaStream(String.class, StringDecoder.class, kafkaParams, topics, + kafkaParams.put("zookeeper.connect","localhost:12345"); + kafkaParams.put("group.id","consumer-group"); + JavaPairDStream test3 = ssc.kafkaStream( + String.class, + String.class, + StringDecoder.class, + StringDecoder.class, + kafkaParams, + topics, StorageLevel.MEMORY_AND_DISK()); } diff --git a/streaming/src/test/scala/org/apache/spark/streaming/InputStreamsSuite.scala b/streaming/src/test/scala/org/apache/spark/streaming/InputStreamsSuite.scala index 42e3e51e3f..c29b75ece6 100644 --- a/streaming/src/test/scala/org/apache/spark/streaming/InputStreamsSuite.scala +++ b/streaming/src/test/scala/org/apache/spark/streaming/InputStreamsSuite.scala @@ -268,8 +268,12 @@ class InputStreamsSuite extends TestSuiteBase with BeforeAndAfter { val test2 = ssc.kafkaStream("localhost:12345", "group", topics, StorageLevel.MEMORY_AND_DISK) // Test specifying decoder - val kafkaParams = Map("zk.connect"->"localhost:12345","groupid"->"consumer-group") - val test3 = ssc.kafkaStream[String, kafka.serializer.StringDecoder](kafkaParams, topics, StorageLevel.MEMORY_AND_DISK) + val kafkaParams = Map("zookeeper.connect"->"localhost:12345","group.id"->"consumer-group") + val test3 = ssc.kafkaStream[ + String, + String, + kafka.serializer.StringDecoder, + kafka.serializer.StringDecoder](kafkaParams, topics, StorageLevel.MEMORY_AND_DISK) } } From 742ada91e0415726b865029b1c9e9e1d6ab2ecb8 Mon Sep 17 00:00:00 2001 From: prabeesh Date: Wed, 16 Oct 2013 13:35:29 +0530 Subject: [PATCH 02/40] mqttinputdstream for mqttstreaming adapter --- .../streaming/dstream/MQTTInputDStream.scala | 111 ++++++++++++++++++ 1 file changed, 111 insertions(+) create mode 100644 streaming/src/main/scala/org/apache/spark/streaming/dstream/MQTTInputDStream.scala diff --git a/streaming/src/main/scala/org/apache/spark/streaming/dstream/MQTTInputDStream.scala b/streaming/src/main/scala/org/apache/spark/streaming/dstream/MQTTInputDStream.scala new file mode 100644 index 0000000000..3416989c02 --- /dev/null +++ b/streaming/src/main/scala/org/apache/spark/streaming/dstream/MQTTInputDStream.scala @@ -0,0 +1,111 @@ +/* + * 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.dstream + +import org.apache.spark.Logging +import org.apache.spark.storage.StorageLevel +import org.apache.spark.streaming.{ Time, DStreamCheckpointData, StreamingContext } + +import java.util.Properties +import java.util.concurrent.Executors +import java.io.IOException; + +import org.eclipse.paho.client.mqttv3.MqttCallback; +import org.eclipse.paho.client.mqttv3.MqttClient; +import org.eclipse.paho.client.mqttv3.MqttClientPersistence; +import org.eclipse.paho.client.mqttv3.persist.MemoryPersistence; +import org.eclipse.paho.client.mqttv3.IMqttDeliveryToken; +import org.eclipse.paho.client.mqttv3.MqttException; +import org.eclipse.paho.client.mqttv3.MqttMessage; +import org.eclipse.paho.client.mqttv3.MqttTopic; + +import scala.collection.Map +import scala.collection.mutable.HashMap +import scala.collection.JavaConversions._ + +/** + * Input stream that subscribe messages from a Mqtt Broker. + * Uses eclipse paho as MqttClient http://www.eclipse.org/paho/ + * @param brokerUrl Url of remote mqtt publisher + * @param topic topic name to subscribe to + * @param storageLevel RDD storage level. + */ + +private[streaming] class MQTTInputDStream[T: ClassManifest]( + @transient ssc_ : StreamingContext, + brokerUrl: String, + topic: String, + + storageLevel: StorageLevel) extends NetworkInputDStream[T](ssc_) with Logging { + + def getReceiver(): NetworkReceiver[T] = { + new MQTTReceiver(brokerUrl, topic, storageLevel) + .asInstanceOf[NetworkReceiver[T]] + } +} + +private[streaming] class MQTTReceiver(brokerUrl: String, + topic: String, + storageLevel: StorageLevel) extends NetworkReceiver[Any] { + + lazy protected val blockGenerator = new BlockGenerator(storageLevel) + + def onStop() { + blockGenerator.stop() + } + + def onStart() { + + blockGenerator.start() + + //Set up persistence for messages + var peristance:MqttClientPersistence =new MemoryPersistence(); + + //Initializing Mqtt Client specifying brokerUrl, clientID and MqttClientPersistance + var client: MqttClient = new MqttClient(brokerUrl, "MQTTSub", peristance); + + //Connect to MqttBroker + client.connect(); + + //Subscribe to Mqtt topic + client.subscribe(topic); + + //Callback automatically triggers as and when new message arrives on specified topic + var callback: MqttCallback = new MqttCallback() { + + //Handles Mqtt message + override def messageArrived(arg0: String, arg1: MqttMessage) { + blockGenerator += new String(arg1.getPayload()) + } + + override def deliveryComplete(arg0: IMqttDeliveryToken) { + } + + override def connectionLost(arg0: Throwable) { + System.err.println("Connection lost " + arg0) + + } + + }; + + //Set up callback for MqttClient + client.setCallback(callback); + + } + +} From 2e48b23eae6cfc5e7c825573e2739e54c4569045 Mon Sep 17 00:00:00 2001 From: prabeesh Date: Wed, 16 Oct 2013 13:36:25 +0530 Subject: [PATCH 03/40] added mqtt adapter --- .../apache/spark/streaming/StreamingContext.scala | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/streaming/src/main/scala/org/apache/spark/streaming/StreamingContext.scala b/streaming/src/main/scala/org/apache/spark/streaming/StreamingContext.scala index 878725c705..8ed5dfb99b 100644 --- a/streaming/src/main/scala/org/apache/spark/streaming/StreamingContext.scala +++ b/streaming/src/main/scala/org/apache/spark/streaming/StreamingContext.scala @@ -450,6 +450,21 @@ class StreamingContext private ( inputStream } +/** + * Create an input stream that receives messages pushed by a mqtt publisher. + * @param brokerUrl Url of remote mqtt publisher + * @param topic topic name to subscribe to + * @param storageLevel RDD storage level. Defaults to memory-only. + */ + + def mqttStream( + brokerUrl: String, + topic: String, + storageLevel: StorageLevel = StorageLevel.MEMORY_ONLY_SER_2): DStream[String] = { + val inputStream = new MQTTInputDStream[String](this, brokerUrl, topic, storageLevel) + registerInputStream(inputStream) + inputStream + } /** * Create a unified DStream from multiple DStreams of the same type and same interval */ From 06de3d516d5080a55283192ff4b076ad3f8fc668 Mon Sep 17 00:00:00 2001 From: prabeesh Date: Wed, 16 Oct 2013 13:38:37 +0530 Subject: [PATCH 04/40] added mqtt adapter library dependencies --- project/SparkBuild.scala | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/project/SparkBuild.scala b/project/SparkBuild.scala index d038a4f479..87a90d97b6 100644 --- a/project/SparkBuild.scala +++ b/project/SparkBuild.scala @@ -94,7 +94,10 @@ object SparkBuild extends Build { // Shared between both core and streaming. resolvers ++= Seq("Akka Repository" at "http://repo.akka.io/releases/"), - // For Sonatype publishing + // Shared between both examples and streaming. + resolvers ++= Seq("Mqtt Repository" at "https://repo.eclipse.org/content/repositories/paho-releases/"), + + // For Sonatype publishing resolvers ++= Seq("sonatype-snapshots" at "https://oss.sonatype.org/content/repositories/snapshots", "sonatype-staging" at "https://oss.sonatype.org/service/local/staging/deploy/maven2/"), @@ -228,6 +231,8 @@ object SparkBuild extends Build { "org.apache.hbase" % "hbase" % HBASE_VERSION excludeAll(excludeNetty, excludeAsm), + "org.eclipse.paho" % "mqtt-client" % "0.4.0", + "org.apache.cassandra" % "cassandra-all" % "1.2.5" exclude("com.google.guava", "guava") exclude("com.googlecode.concurrentlinkedhashmap", "concurrentlinkedhashmap-lru") @@ -261,6 +266,7 @@ object SparkBuild extends Build { "Akka Repository" at "http://repo.akka.io/releases/" ), libraryDependencies ++= Seq( + "org.eclipse.paho" % "mqtt-client" % "0.4.0", "org.apache.flume" % "flume-ng-sdk" % "1.2.0" % "compile" excludeAll(excludeNetty, excludeSnappy), "com.github.sgroschupf" % "zkclient" % "0.1" excludeAll(excludeNetty), "org.twitter4j" % "twitter4j-stream" % "3.0.3" excludeAll(excludeNetty), From 9eaf68fd4032eaa8e8e8930c14fae2fad3d17d14 Mon Sep 17 00:00:00 2001 From: prabeesh Date: Wed, 16 Oct 2013 13:40:38 +0530 Subject: [PATCH 05/40] added mqtt adapter wordcount example --- .../streaming/examples/MQTTWordCount.scala | 112 ++++++++++++++++++ 1 file changed, 112 insertions(+) create mode 100644 examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala diff --git a/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala b/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala new file mode 100644 index 0000000000..04e21bef5e --- /dev/null +++ b/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala @@ -0,0 +1,112 @@ +/* + * 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.examples + +import org.apache.spark.streaming.{ Seconds, StreamingContext } +import org.apache.spark.streaming.StreamingContext._ +import org.apache.spark.streaming.dstream.MQTTReceiver +import org.apache.spark.storage.StorageLevel + +import org.eclipse.paho.client.mqttv3.MqttClient; +import org.eclipse.paho.client.mqttv3.MqttClientPersistence; +import org.eclipse.paho.client.mqttv3.persist.MqttDefaultFilePersistence; +import org.eclipse.paho.client.mqttv3.MqttException; +import org.eclipse.paho.client.mqttv3.MqttMessage; +import org.eclipse.paho.client.mqttv3.MqttTopic; + +/** + * A simple Mqtt publisher for demonstration purposes, repeatedly publishes Space separated String Message "hello mqtt demo for spark streaming" + */ + +object MQTTPublisher { + + var client: MqttClient = _ + + def main(args: Array[String]) { + if (args.length < 2) { + System.err.println( + "Usage: MQTTPublisher ") + System.exit(1) + } + + val Seq(brokerUrl, topic) = args.toSeq + + try { + var peristance:MqttClientPersistence =new MqttDefaultFilePersistence("/tmp"); + client = new MqttClient(brokerUrl, MqttClient.generateClientId(), peristance); + } catch { + case e: MqttException => println("Exception Caught: " + e); + + } + + client.connect(); + + val msgtopic: MqttTopic = client.getTopic(topic); + val msg: String = "hello mqtt demo for spark streaming"; + + while (true) { + val message: MqttMessage = new MqttMessage(String.valueOf(msg).getBytes()); + msgtopic.publish(message); + println("Published data. topic: " + msgtopic.getName() + " Message: " + message); + } + client.disconnect(); + + } +} + +/** + * A sample wordcount with MqttStream stream + * + * To work with Mqtt, Mqtt Message broker/server required. + * Mosquitto (http://mosquitto.org/) is an open source Mqtt Broker + * In ubuntu mosquitto can be installed using the command `$ sudo apt-get install mosquitto` + * Eclipse paho project provides Java library for Mqtt Client http://www.eclipse.org/paho/ + * Example Java code for Mqtt Publisher and Subscriber can be found here https://bitbucket.org/mkjinesh/mqttclient + * Usage: MQTTWordCount + * In local mode, should be 'local[n]' with n > 1 + * and describe where Mqtt publisher is running. + * + * To run this example locally, you may run publisher as + * `$ ./run-example org.apache.spark.streaming.examples.MQTTPublisher tcp://localhost:1883 foo` + * and run the example as + * `$ ./run-example org.apache.spark.streaming.examples.MQTTWordCount local[2] tcp://localhost:1883 foo` + */ + +object MQTTWordCount { + + def main(args: Array[String]) { + if (args.length < 3) { + System.err.println( + "Usage: MQTTWordCount " + + " In local mode, should be 'local[n]' with n > 1") + System.exit(1) + } + + val Seq(master, brokerUrl, topic) = args.toSeq + + val ssc = new StreamingContext(master, "MqttWordCount", Seconds(2), System.getenv("SPARK_HOME"), Seq(System.getenv("SPARK_EXAMPLES_JAR"))) + val lines = ssc.mqttStream(brokerUrl, topic, StorageLevel.MEMORY_ONLY) + + val words = lines.flatMap(x => x.toString.split(" ")) + val wordCounts = words.map(x => (x, 1)).reduceByKey(_ + _) + wordCounts.print() + + ssc.start() + } +} + From 7d36a117c1d3a37d73f474d0074e57ee0b781205 Mon Sep 17 00:00:00 2001 From: prabeesh Date: Wed, 16 Oct 2013 13:41:26 +0530 Subject: [PATCH 06/40] add maven dependencies for mqtt --- examples/pom.xml | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/examples/pom.xml b/examples/pom.xml index 224cf6c96c..afce8493cd 100644 --- a/examples/pom.xml +++ b/examples/pom.xml @@ -125,6 +125,11 @@ + + org.eclipse.paho + mqtt-client + 0.4.0 + From 9a7575728d41485407821ea450d52c3a51687de5 Mon Sep 17 00:00:00 2001 From: prabeesh Date: Wed, 16 Oct 2013 13:41:49 +0530 Subject: [PATCH 07/40] add maven dependencies for mqtt --- streaming/pom.xml | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/streaming/pom.xml b/streaming/pom.xml index 7bea069b61..c793f207c6 100644 --- a/streaming/pom.xml +++ b/streaming/pom.xml @@ -109,6 +109,11 @@ slf4j-log4j12 test + + org.eclipse.paho + mqtt-client + 0.4.0 + target/scala-${scala.version}/classes From 29245605bf7a17e5ad98f9fae7ec402f35616142 Mon Sep 17 00:00:00 2001 From: prabeesh Date: Thu, 17 Oct 2013 09:57:30 +0530 Subject: [PATCH 08/40] remove unused dependency --- project/SparkBuild.scala | 2 -- 1 file changed, 2 deletions(-) diff --git a/project/SparkBuild.scala b/project/SparkBuild.scala index 87a90d97b6..7bcc65676e 100644 --- a/project/SparkBuild.scala +++ b/project/SparkBuild.scala @@ -231,8 +231,6 @@ object SparkBuild extends Build { "org.apache.hbase" % "hbase" % HBASE_VERSION excludeAll(excludeNetty, excludeAsm), - "org.eclipse.paho" % "mqtt-client" % "0.4.0", - "org.apache.cassandra" % "cassandra-all" % "1.2.5" exclude("com.google.guava", "guava") exclude("com.googlecode.concurrentlinkedhashmap", "concurrentlinkedhashmap-lru") From ee4178f144d7752092da53ceea686fbb6c37d5db Mon Sep 17 00:00:00 2001 From: prabeesh Date: Thu, 17 Oct 2013 09:57:48 +0530 Subject: [PATCH 09/40] remove unused dependency --- examples/pom.xml | 5 ----- 1 file changed, 5 deletions(-) diff --git a/examples/pom.xml b/examples/pom.xml index afce8493cd..224cf6c96c 100644 --- a/examples/pom.xml +++ b/examples/pom.xml @@ -125,11 +125,6 @@ - - org.eclipse.paho - mqtt-client - 0.4.0 - From 890f8fe4393a20749e0a6cfd57ff07f60cfad2a1 Mon Sep 17 00:00:00 2001 From: prabeesh Date: Thu, 17 Oct 2013 10:00:40 +0530 Subject: [PATCH 10/40] modify code, use Spark Logging Class --- .../streaming/dstream/MQTTInputDStream.scala | 61 ++++++++----------- 1 file changed, 26 insertions(+), 35 deletions(-) diff --git a/streaming/src/main/scala/org/apache/spark/streaming/dstream/MQTTInputDStream.scala b/streaming/src/main/scala/org/apache/spark/streaming/dstream/MQTTInputDStream.scala index 3416989c02..9b3fe67e6a 100644 --- a/streaming/src/main/scala/org/apache/spark/streaming/dstream/MQTTInputDStream.scala +++ b/streaming/src/main/scala/org/apache/spark/streaming/dstream/MQTTInputDStream.scala @@ -23,16 +23,16 @@ import org.apache.spark.streaming.{ Time, DStreamCheckpointData, StreamingContex import java.util.Properties import java.util.concurrent.Executors -import java.io.IOException; +import java.io.IOException -import org.eclipse.paho.client.mqttv3.MqttCallback; -import org.eclipse.paho.client.mqttv3.MqttClient; -import org.eclipse.paho.client.mqttv3.MqttClientPersistence; -import org.eclipse.paho.client.mqttv3.persist.MemoryPersistence; -import org.eclipse.paho.client.mqttv3.IMqttDeliveryToken; -import org.eclipse.paho.client.mqttv3.MqttException; -import org.eclipse.paho.client.mqttv3.MqttMessage; -import org.eclipse.paho.client.mqttv3.MqttTopic; +import org.eclipse.paho.client.mqttv3.MqttCallback +import org.eclipse.paho.client.mqttv3.MqttClient +import org.eclipse.paho.client.mqttv3.MqttClientPersistence +import org.eclipse.paho.client.mqttv3.persist.MemoryPersistence +import org.eclipse.paho.client.mqttv3.IMqttDeliveryToken +import org.eclipse.paho.client.mqttv3.MqttException +import org.eclipse.paho.client.mqttv3.MqttMessage +import org.eclipse.paho.client.mqttv3.MqttTopic import scala.collection.Map import scala.collection.mutable.HashMap @@ -50,9 +50,7 @@ private[streaming] class MQTTInputDStream[T: ClassManifest]( @transient ssc_ : StreamingContext, brokerUrl: String, topic: String, - storageLevel: StorageLevel) extends NetworkInputDStream[T](ssc_) with Logging { - def getReceiver(): NetworkReceiver[T] = { new MQTTReceiver(brokerUrl, topic, storageLevel) .asInstanceOf[NetworkReceiver[T]] @@ -62,50 +60,43 @@ private[streaming] class MQTTInputDStream[T: ClassManifest]( private[streaming] class MQTTReceiver(brokerUrl: String, topic: String, storageLevel: StorageLevel) extends NetworkReceiver[Any] { - lazy protected val blockGenerator = new BlockGenerator(storageLevel) - def onStop() { blockGenerator.stop() } - def onStart() { blockGenerator.start() - //Set up persistence for messages - var peristance:MqttClientPersistence =new MemoryPersistence(); + // Set up persistence for messages + var peristance: MqttClientPersistence = new MemoryPersistence() - //Initializing Mqtt Client specifying brokerUrl, clientID and MqttClientPersistance - var client: MqttClient = new MqttClient(brokerUrl, "MQTTSub", peristance); + // Initializing Mqtt Client specifying brokerUrl, clientID and MqttClientPersistance + var client: MqttClient = new MqttClient(brokerUrl, "MQTTSub", peristance) - //Connect to MqttBroker - client.connect(); - - //Subscribe to Mqtt topic - client.subscribe(topic); - - //Callback automatically triggers as and when new message arrives on specified topic + // Connect to MqttBroker + client.connect() + + // Subscribe to Mqtt topic + client.subscribe(topic) + + // Callback automatically triggers as and when new message arrives on specified topic var callback: MqttCallback = new MqttCallback() { - //Handles Mqtt message + // Handles Mqtt message override def messageArrived(arg0: String, arg1: MqttMessage) { blockGenerator += new String(arg1.getPayload()) } - + override def deliveryComplete(arg0: IMqttDeliveryToken) { } override def connectionLost(arg0: Throwable) { - System.err.println("Connection lost " + arg0) - + logInfo("Connection lost " + arg0) } + } - }; - - //Set up callback for MqttClient - client.setCallback(callback); - + // Set up callback for MqttClient + client.setCallback(callback) } - } From d223d38933b440df372dce38c6f4181586011c9e Mon Sep 17 00:00:00 2001 From: Prabeesh K Date: Fri, 18 Oct 2013 09:09:49 +0530 Subject: [PATCH 11/40] Update MQTTInputDStream.scala --- .../streaming/dstream/MQTTInputDStream.scala | 15 +++++++++++---- 1 file changed, 11 insertions(+), 4 deletions(-) diff --git a/streaming/src/main/scala/org/apache/spark/streaming/dstream/MQTTInputDStream.scala b/streaming/src/main/scala/org/apache/spark/streaming/dstream/MQTTInputDStream.scala index 9b3fe67e6a..ac0528213d 100644 --- a/streaming/src/main/scala/org/apache/spark/streaming/dstream/MQTTInputDStream.scala +++ b/streaming/src/main/scala/org/apache/spark/streaming/dstream/MQTTInputDStream.scala @@ -46,24 +46,31 @@ import scala.collection.JavaConversions._ * @param storageLevel RDD storage level. */ -private[streaming] class MQTTInputDStream[T: ClassManifest]( +private[streaming] +class MQTTInputDStream[T: ClassManifest]( @transient ssc_ : StreamingContext, brokerUrl: String, topic: String, - storageLevel: StorageLevel) extends NetworkInputDStream[T](ssc_) with Logging { + storageLevel: StorageLevel + ) extends NetworkInputDStream[T](ssc_) with Logging { + def getReceiver(): NetworkReceiver[T] = { new MQTTReceiver(brokerUrl, topic, storageLevel) .asInstanceOf[NetworkReceiver[T]] } } -private[streaming] class MQTTReceiver(brokerUrl: String, +private[streaming] +class MQTTReceiver(brokerUrl: String, topic: String, - storageLevel: StorageLevel) extends NetworkReceiver[Any] { + storageLevel: StorageLevel + ) extends NetworkReceiver[Any] { lazy protected val blockGenerator = new BlockGenerator(storageLevel) + def onStop() { blockGenerator.stop() } + def onStart() { blockGenerator.start() From 6ec39829e9204c742e364d48c23e106625bba17d Mon Sep 17 00:00:00 2001 From: Prabeesh K Date: Fri, 18 Oct 2013 17:00:28 +0530 Subject: [PATCH 12/40] Update MQTTWordCount.scala --- .../streaming/examples/MQTTWordCount.scala | 29 +++++++++---------- 1 file changed, 14 insertions(+), 15 deletions(-) diff --git a/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala b/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala index 04e21bef5e..be6587b316 100644 --- a/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala +++ b/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala @@ -22,12 +22,12 @@ import org.apache.spark.streaming.StreamingContext._ import org.apache.spark.streaming.dstream.MQTTReceiver import org.apache.spark.storage.StorageLevel -import org.eclipse.paho.client.mqttv3.MqttClient; -import org.eclipse.paho.client.mqttv3.MqttClientPersistence; -import org.eclipse.paho.client.mqttv3.persist.MqttDefaultFilePersistence; -import org.eclipse.paho.client.mqttv3.MqttException; -import org.eclipse.paho.client.mqttv3.MqttMessage; -import org.eclipse.paho.client.mqttv3.MqttTopic; +import org.eclipse.paho.client.mqttv3.MqttClient +import org.eclipse.paho.client.mqttv3.MqttClientPersistence +import org.eclipse.paho.client.mqttv3.persist.MqttDefaultFilePersistence +import org.eclipse.paho.client.mqttv3.MqttException +import org.eclipse.paho.client.mqttv3.MqttMessage +import org.eclipse.paho.client.mqttv3.MqttTopic /** * A simple Mqtt publisher for demonstration purposes, repeatedly publishes Space separated String Message "hello mqtt demo for spark streaming" @@ -47,24 +47,24 @@ object MQTTPublisher { val Seq(brokerUrl, topic) = args.toSeq try { - var peristance:MqttClientPersistence =new MqttDefaultFilePersistence("/tmp"); - client = new MqttClient(brokerUrl, MqttClient.generateClientId(), peristance); + var peristance:MqttClientPersistence =new MqttDefaultFilePersistence("/tmp") + client = new MqttClient(brokerUrl, MqttClient.generateClientId(), peristance) } catch { - case e: MqttException => println("Exception Caught: " + e); + case e: MqttException => println("Exception Caught: " + e) } - client.connect(); + client.connect() val msgtopic: MqttTopic = client.getTopic(topic); - val msg: String = "hello mqtt demo for spark streaming"; + val msg: String = "hello mqtt demo for spark streaming" while (true) { - val message: MqttMessage = new MqttMessage(String.valueOf(msg).getBytes()); + val message: MqttMessage = new MqttMessage(String.valueOf(msg).getBytes()) msgtopic.publish(message); - println("Published data. topic: " + msgtopic.getName() + " Message: " + message); + println("Published data. topic: " + msgtopic.getName() + " Message: " + message) } - client.disconnect(); + client.disconnect() } } @@ -109,4 +109,3 @@ object MQTTWordCount { ssc.start() } } - From 9159d2d09d459e8879fee2222edd53860adc2b44 Mon Sep 17 00:00:00 2001 From: Josh Rosen Date: Sat, 19 Oct 2013 16:44:18 -0700 Subject: [PATCH 13/40] Split MapOutputTracker into Master/Worker classes. Previously, MapOutputTracker contained fields and methods that were only applicable to the master or worker instances. This commit introduces a MasterMapOutputTracker class to prevent the master-specific methods from being accessed on workers. I also renamed a few methods and made others protected/private. --- .../org/apache/spark/MapOutputTracker.scala | 172 ++++++++++-------- .../scala/org/apache/spark/SparkEnv.scala | 8 +- .../apache/spark/scheduler/DAGScheduler.scala | 5 +- .../apache/spark/MapOutputTrackerSuite.scala | 20 +- .../spark/scheduler/DAGSchedulerSuite.scala | 6 +- 5 files changed, 113 insertions(+), 98 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/MapOutputTracker.scala b/core/src/main/scala/org/apache/spark/MapOutputTracker.scala index 1e3f1ebfaf..f0f8f2d2c7 100644 --- a/core/src/main/scala/org/apache/spark/MapOutputTracker.scala +++ b/core/src/main/scala/org/apache/spark/MapOutputTracker.scala @@ -20,13 +20,11 @@ package org.apache.spark import java.io._ import java.util.zip.{GZIPInputStream, GZIPOutputStream} -import scala.collection.mutable.HashMap import scala.collection.mutable.HashSet import akka.actor._ import akka.dispatch._ import akka.pattern.ask -import akka.remote._ import akka.util.Duration @@ -40,11 +38,12 @@ private[spark] case class GetMapOutputStatuses(shuffleId: Int, requester: String extends MapOutputTrackerMessage private[spark] case object StopMapOutputTracker extends MapOutputTrackerMessage -private[spark] class MapOutputTrackerActor(tracker: MapOutputTracker) extends Actor with Logging { +private[spark] class MapOutputTrackerMasterActor(tracker: MapOutputTrackerMaster) + extends Actor with Logging { def receive = { case GetMapOutputStatuses(shuffleId: Int, requester: String) => logInfo("Asked to send map output locations for shuffle " + shuffleId + " to " + requester) - sender ! tracker.getSerializedLocations(shuffleId) + sender ! tracker.getSerializedMapOutputStatuses(shuffleId) case StopMapOutputTracker => logInfo("MapOutputTrackerActor stopped!") @@ -60,22 +59,19 @@ private[spark] class MapOutputTracker extends Logging { // Set to the MapOutputTrackerActor living on the driver var trackerActor: ActorRef = _ - private var mapStatuses = new TimeStampedHashMap[Int, Array[MapStatus]] + protected val mapStatuses = new TimeStampedHashMap[Int, Array[MapStatus]] // Incremented every time a fetch fails so that client nodes know to clear // their cache of map output locations if this happens. - private var epoch: Long = 0 - private val epochLock = new java.lang.Object + protected var epoch: Long = 0 + protected val epochLock = new java.lang.Object - // Cache a serialized version of the output statuses for each shuffle to send them out faster - var cacheEpoch = epoch - private val cachedSerializedStatuses = new TimeStampedHashMap[Int, Array[Byte]] - - val metadataCleaner = new MetadataCleaner(MetadataCleanerType.MAP_OUTPUT_TRACKER, this.cleanup) + private val metadataCleaner = + new MetadataCleaner(MetadataCleanerType.MAP_OUTPUT_TRACKER, this.cleanup) // Send a message to the trackerActor and get its result within a default timeout, or // throw a SparkException if this fails. - def askTracker(message: Any): Any = { + private def askTracker(message: Any): Any = { try { val future = trackerActor.ask(message)(timeout) return Await.result(future, timeout) @@ -86,50 +82,12 @@ private[spark] class MapOutputTracker extends Logging { } // Send a one-way message to the trackerActor, to which we expect it to reply with true. - def communicate(message: Any) { + private def communicate(message: Any) { if (askTracker(message) != true) { throw new SparkException("Error reply received from MapOutputTracker") } } - def registerShuffle(shuffleId: Int, numMaps: Int) { - if (mapStatuses.putIfAbsent(shuffleId, new Array[MapStatus](numMaps)).isDefined) { - throw new IllegalArgumentException("Shuffle ID " + shuffleId + " registered twice") - } - } - - def registerMapOutput(shuffleId: Int, mapId: Int, status: MapStatus) { - var array = mapStatuses(shuffleId) - array.synchronized { - array(mapId) = status - } - } - - def registerMapOutputs( - shuffleId: Int, - statuses: Array[MapStatus], - changeEpoch: Boolean = false) { - mapStatuses.put(shuffleId, Array[MapStatus]() ++ statuses) - if (changeEpoch) { - incrementEpoch() - } - } - - def unregisterMapOutput(shuffleId: Int, mapId: Int, bmAddress: BlockManagerId) { - var arrayOpt = mapStatuses.get(shuffleId) - if (arrayOpt.isDefined && arrayOpt.get != null) { - var array = arrayOpt.get - array.synchronized { - if (array(mapId) != null && array(mapId).location == bmAddress) { - array(mapId) = null - } - } - incrementEpoch() - } else { - throw new SparkException("unregisterMapOutput called for nonexistent shuffle ID") - } - } - // Remembers which map output locations are currently being fetched on a worker private val fetching = new HashSet[Int] @@ -168,7 +126,7 @@ private[spark] class MapOutputTracker extends Logging { try { val fetchedBytes = askTracker(GetMapOutputStatuses(shuffleId, hostPort)).asInstanceOf[Array[Byte]] - fetchedStatuses = deserializeStatuses(fetchedBytes) + fetchedStatuses = MapOutputTracker.deserializeMapStatuses(fetchedBytes) logInfo("Got the output locations") mapStatuses.put(shuffleId, fetchedStatuses) } finally { @@ -194,9 +152,8 @@ private[spark] class MapOutputTracker extends Logging { } } - private def cleanup(cleanupTime: Long) { + protected def cleanup(cleanupTime: Long) { mapStatuses.clearOldValues(cleanupTime) - cachedSerializedStatuses.clearOldValues(cleanupTime) } def stop() { @@ -206,15 +163,7 @@ private[spark] class MapOutputTracker extends Logging { trackerActor = null } - // Called on master to increment the epoch number - def incrementEpoch() { - epochLock.synchronized { - epoch += 1 - logDebug("Increasing epoch to " + epoch) - } - } - - // Called on master or workers to get current epoch number + // Called to get current epoch number def getEpoch: Long = { epochLock.synchronized { return epoch @@ -228,14 +177,63 @@ private[spark] class MapOutputTracker extends Logging { epochLock.synchronized { if (newEpoch > epoch) { logInfo("Updating epoch to " + newEpoch + " and clearing cache") - // mapStatuses = new TimeStampedHashMap[Int, Array[MapStatus]] - mapStatuses.clear() epoch = newEpoch + mapStatuses.clear() } } } +} - def getSerializedLocations(shuffleId: Int): Array[Byte] = { +private[spark] class MapOutputTrackerMaster extends MapOutputTracker { + + // Cache a serialized version of the output statuses for each shuffle to send them out faster + private var cacheEpoch = epoch + private val cachedSerializedStatuses = new TimeStampedHashMap[Int, Array[Byte]] + + def registerShuffle(shuffleId: Int, numMaps: Int) { + if (mapStatuses.putIfAbsent(shuffleId, new Array[MapStatus](numMaps)).isDefined) { + throw new IllegalArgumentException("Shuffle ID " + shuffleId + " registered twice") + } + } + + def registerMapOutput(shuffleId: Int, mapId: Int, status: MapStatus) { + val array = mapStatuses(shuffleId) + array.synchronized { + array(mapId) = status + } + } + + def registerMapOutputs(shuffleId: Int, statuses: Array[MapStatus], + changeEpoch: Boolean = false) { + mapStatuses.put(shuffleId, Array[MapStatus]() ++ statuses) + if (changeEpoch) { + incrementEpoch() + } + } + + def unregisterMapOutput(shuffleId: Int, mapId: Int, bmAddress: BlockManagerId) { + val arrayOpt = mapStatuses.get(shuffleId) + if (arrayOpt.isDefined && arrayOpt.get != null) { + val array = arrayOpt.get + array.synchronized { + if (array(mapId) != null && array(mapId).location == bmAddress) { + array(mapId) = null + } + } + incrementEpoch() + } else { + throw new SparkException("unregisterMapOutput called for nonexistent shuffle ID") + } + } + + def incrementEpoch() { + epochLock.synchronized { + epoch += 1 + logDebug("Increasing epoch to " + epoch) + } + } + + def getSerializedMapOutputStatuses(shuffleId: Int): Array[Byte] = { var statuses: Array[MapStatus] = null var epochGotten: Long = -1 epochLock.synchronized { @@ -253,7 +251,7 @@ private[spark] class MapOutputTracker extends Logging { } // If we got here, we failed to find the serialized locations in the cache, so we pulled // out a snapshot of the locations as "locs"; let's serialize and return that - val bytes = serializeStatuses(statuses) + val bytes = MapOutputTracker.serializeMapStatuses(statuses) logInfo("Size of output statuses for shuffle %d is %d bytes".format(shuffleId, bytes.length)) // Add them into the table only if the epoch hasn't changed while we were working epochLock.synchronized { @@ -261,13 +259,34 @@ private[spark] class MapOutputTracker extends Logging { cachedSerializedStatuses(shuffleId) = bytes } } - return bytes + bytes } + protected override def cleanup(cleanupTime: Long) { + super.cleanup(cleanupTime) + cachedSerializedStatuses.clearOldValues(cleanupTime) + } + + override def stop() { + super.stop() + cachedSerializedStatuses.clear() + } + + override def updateEpoch(newEpoch: Long) { + // This might be called on the MapOutputTrackerMaster if we're running in local mode: + epochLock.synchronized { + assert (newEpoch == epoch) + } + } +} + +private[spark] object MapOutputTracker { + private val LOG_BASE = 1.1 + // Serialize an array of map output locations into an efficient byte format so that we can send // it to reduce tasks. We do this by compressing the serialized bytes using GZIP. They will // generally be pretty compressible because many map outputs will be on the same hostname. - private def serializeStatuses(statuses: Array[MapStatus]): Array[Byte] = { + def serializeMapStatuses(statuses: Array[MapStatus]): Array[Byte] = { val out = new ByteArrayOutputStream val objOut = new ObjectOutputStream(new GZIPOutputStream(out)) // Since statuses can be modified in parallel, sync on it @@ -278,18 +297,11 @@ private[spark] class MapOutputTracker extends Logging { out.toByteArray } - // Opposite of serializeStatuses. - def deserializeStatuses(bytes: Array[Byte]): Array[MapStatus] = { + // Opposite of serializeMapStatuses. + def deserializeMapStatuses(bytes: Array[Byte]): Array[MapStatus] = { val objIn = new ObjectInputStream(new GZIPInputStream(new ByteArrayInputStream(bytes))) - objIn.readObject(). - // // drop all null's from status - not sure why they are occuring though. Causes NPE downstream in slave if present - // comment this out - nulls could be due to missing location ? - asInstanceOf[Array[MapStatus]] // .filter( _ != null ) + objIn.readObject().asInstanceOf[Array[MapStatus]] } -} - -private[spark] object MapOutputTracker { - private val LOG_BASE = 1.1 // Convert an array of MapStatuses to locations and sizes for a given reduce ID. If // any of the statuses is null (indicating a missing location due to a failed mapper), diff --git a/core/src/main/scala/org/apache/spark/SparkEnv.scala b/core/src/main/scala/org/apache/spark/SparkEnv.scala index 29968c273c..aaab717bcf 100644 --- a/core/src/main/scala/org/apache/spark/SparkEnv.scala +++ b/core/src/main/scala/org/apache/spark/SparkEnv.scala @@ -187,10 +187,14 @@ object SparkEnv extends Logging { // Have to assign trackerActor after initialization as MapOutputTrackerActor // requires the MapOutputTracker itself - val mapOutputTracker = new MapOutputTracker() + val mapOutputTracker = if (isDriver) { + new MapOutputTrackerMaster() + } else { + new MapOutputTracker() + } mapOutputTracker.trackerActor = registerOrLookup( "MapOutputTracker", - new MapOutputTrackerActor(mapOutputTracker)) + new MapOutputTrackerMasterActor(mapOutputTracker.asInstanceOf[MapOutputTrackerMaster])) val shuffleFetcher = instantiateClass[ShuffleFetcher]( "spark.shuffle.fetcher", "org.apache.spark.BlockStoreShuffleFetcher") diff --git a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala index d84f5968df..e58ff37b9b 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala @@ -52,13 +52,14 @@ import org.apache.spark.util.{MetadataCleaner, MetadataCleanerType, TimeStampedH private[spark] class DAGScheduler( taskSched: TaskScheduler, - mapOutputTracker: MapOutputTracker, + mapOutputTracker: MapOutputTrackerMaster, blockManagerMaster: BlockManagerMaster, env: SparkEnv) extends Logging { def this(taskSched: TaskScheduler) { - this(taskSched, SparkEnv.get.mapOutputTracker, SparkEnv.get.blockManager.master, SparkEnv.get) + this(taskSched, SparkEnv.get.mapOutputTracker.asInstanceOf[MapOutputTrackerMaster], + SparkEnv.get.blockManager.master, SparkEnv.get) } taskSched.setDAGScheduler(this) diff --git a/core/src/test/scala/org/apache/spark/MapOutputTrackerSuite.scala b/core/src/test/scala/org/apache/spark/MapOutputTrackerSuite.scala index 6013320eaa..b7eb268bd5 100644 --- a/core/src/test/scala/org/apache/spark/MapOutputTrackerSuite.scala +++ b/core/src/test/scala/org/apache/spark/MapOutputTrackerSuite.scala @@ -48,15 +48,15 @@ class MapOutputTrackerSuite extends FunSuite with LocalSparkContext { test("master start and stop") { val actorSystem = ActorSystem("test") - val tracker = new MapOutputTracker() - tracker.trackerActor = actorSystem.actorOf(Props(new MapOutputTrackerActor(tracker))) + val tracker = new MapOutputTrackerMaster() + tracker.trackerActor = actorSystem.actorOf(Props(new MapOutputTrackerMasterActor(tracker))) tracker.stop() } test("master register and fetch") { val actorSystem = ActorSystem("test") - val tracker = new MapOutputTracker() - tracker.trackerActor = actorSystem.actorOf(Props(new MapOutputTrackerActor(tracker))) + val tracker = new MapOutputTrackerMaster() + tracker.trackerActor = actorSystem.actorOf(Props(new MapOutputTrackerMasterActor(tracker))) tracker.registerShuffle(10, 2) val compressedSize1000 = MapOutputTracker.compressSize(1000L) val compressedSize10000 = MapOutputTracker.compressSize(10000L) @@ -74,19 +74,17 @@ class MapOutputTrackerSuite extends FunSuite with LocalSparkContext { test("master register and unregister and fetch") { val actorSystem = ActorSystem("test") - val tracker = new MapOutputTracker() - tracker.trackerActor = actorSystem.actorOf(Props(new MapOutputTrackerActor(tracker))) + val tracker = new MapOutputTrackerMaster() + tracker.trackerActor = actorSystem.actorOf(Props(new MapOutputTrackerMasterActor(tracker))) tracker.registerShuffle(10, 2) val compressedSize1000 = MapOutputTracker.compressSize(1000L) val compressedSize10000 = MapOutputTracker.compressSize(10000L) - val size1000 = MapOutputTracker.decompressSize(compressedSize1000) - val size10000 = MapOutputTracker.decompressSize(compressedSize10000) tracker.registerMapOutput(10, 0, new MapStatus(BlockManagerId("a", "hostA", 1000, 0), Array(compressedSize1000, compressedSize1000, compressedSize1000))) tracker.registerMapOutput(10, 1, new MapStatus(BlockManagerId("b", "hostB", 1000, 0), Array(compressedSize10000, compressedSize1000, compressedSize1000))) - // As if we had two simulatenous fetch failures + // As if we had two simultaneous fetch failures tracker.unregisterMapOutput(10, 0, BlockManagerId("a", "hostA", 1000, 0)) tracker.unregisterMapOutput(10, 0, BlockManagerId("a", "hostA", 1000, 0)) @@ -102,9 +100,9 @@ class MapOutputTrackerSuite extends FunSuite with LocalSparkContext { System.setProperty("spark.driver.port", boundPort.toString) // Will be cleared by LocalSparkContext System.setProperty("spark.hostPort", hostname + ":" + boundPort) - val masterTracker = new MapOutputTracker() + val masterTracker = new MapOutputTrackerMaster() masterTracker.trackerActor = actorSystem.actorOf( - Props(new MapOutputTrackerActor(masterTracker)), "MapOutputTracker") + Props(new MapOutputTrackerMasterActor(masterTracker)), "MapOutputTracker") val (slaveSystem, _) = AkkaUtils.createActorSystem("spark-slave", hostname, 0) val slaveTracker = new MapOutputTracker() diff --git a/core/src/test/scala/org/apache/spark/scheduler/DAGSchedulerSuite.scala b/core/src/test/scala/org/apache/spark/scheduler/DAGSchedulerSuite.scala index 2a2f828be6..00f2fdd657 100644 --- a/core/src/test/scala/org/apache/spark/scheduler/DAGSchedulerSuite.scala +++ b/core/src/test/scala/org/apache/spark/scheduler/DAGSchedulerSuite.scala @@ -23,7 +23,7 @@ import org.scalatest.FunSuite import org.scalatest.BeforeAndAfter import org.apache.spark.LocalSparkContext -import org.apache.spark.MapOutputTracker +import org.apache.spark.MapOutputTrackerMaster import org.apache.spark.SparkContext import org.apache.spark.Partition import org.apache.spark.TaskContext @@ -64,7 +64,7 @@ class DAGSchedulerSuite extends FunSuite with BeforeAndAfter with LocalSparkCont override def defaultParallelism() = 2 } - var mapOutputTracker: MapOutputTracker = null + var mapOutputTracker: MapOutputTrackerMaster = null var scheduler: DAGScheduler = null /** @@ -99,7 +99,7 @@ class DAGSchedulerSuite extends FunSuite with BeforeAndAfter with LocalSparkCont taskSets.clear() cacheLocations.clear() results.clear() - mapOutputTracker = new MapOutputTracker() + mapOutputTracker = new MapOutputTrackerMaster() scheduler = new DAGScheduler(taskScheduler, mapOutputTracker, blockManagerMaster, null) { override def runLocally(job: ActiveJob) { // don't bother with the thread while unit testing From 861dc409d7209c3a8d4518708016d1b843f5c52b Mon Sep 17 00:00:00 2001 From: Aaron Davidson Date: Sat, 19 Oct 2013 16:25:08 -0700 Subject: [PATCH 14/40] Refactor of DiskStore for shuffle file consolidation The main goal of this refactor was to allow the interposition of a new layer which maps logical BlockIds to physical locations other than a file with the same name as the BlockId. In particular, BlockIds will need to be mappable to chunks of files, as multiple will be stored in the same file. In order to accomplish this, the following changes have been made: - Creation of DiskBlockManager, which manages the association of logical BlockIds to physical disk locations (called FileSegments). By default, Blocks are simply mapped to physical files of the same name, as before. - The DiskStore now indirects all requests for a given BlockId through the DiskBlockManager in order to resolve the actual File location. - DiskBlockObjectWriter has been merged into BlockObjectWriter. - The Netty PathResolver has been changed to map BlockIds into FileSegments, as this codepath is the only one that uses Netty, and that is likely to remain the case. Overall, I think this refactor produces a clearer division between the logical Block paradigm and their physical on-disk location. There is now an explicit (and documented) mapping from one to the other. --- .../network/netty/FileServerHandler.java | 17 +- .../spark/network/netty/PathResolver.java | 11 +- .../spark/network/netty/ShuffleSender.scala | 7 +- .../spark/scheduler/ShuffleMapTask.scala | 2 +- .../apache/spark/storage/BlockManager.scala | 33 ++- .../spark/storage/BlockObjectWriter.scala | 90 +++++- .../spark/storage/DiskBlockManager.scala | 179 ++++++++++++ .../org/apache/spark/storage/DiskStore.scala | 266 +++--------------- .../apache/spark/storage/FileSegment.scala | 28 ++ .../spark/storage/ShuffleBlockManager.scala | 2 +- 10 files changed, 366 insertions(+), 269 deletions(-) create mode 100644 core/src/main/scala/org/apache/spark/storage/DiskBlockManager.scala create mode 100644 core/src/main/scala/org/apache/spark/storage/FileSegment.scala diff --git a/core/src/main/java/org/apache/spark/network/netty/FileServerHandler.java b/core/src/main/java/org/apache/spark/network/netty/FileServerHandler.java index cfd8132891..ab790b7850 100644 --- a/core/src/main/java/org/apache/spark/network/netty/FileServerHandler.java +++ b/core/src/main/java/org/apache/spark/network/netty/FileServerHandler.java @@ -25,6 +25,7 @@ import io.netty.channel.ChannelInboundMessageHandlerAdapter; import io.netty.channel.DefaultFileRegion; import org.apache.spark.storage.BlockId; +import org.apache.spark.storage.FileSegment; class FileServerHandler extends ChannelInboundMessageHandlerAdapter { @@ -37,40 +38,34 @@ class FileServerHandler extends ChannelInboundMessageHandlerAdapter { @Override public void messageReceived(ChannelHandlerContext ctx, String blockIdString) { BlockId blockId = BlockId.apply(blockIdString); - String path = pResolver.getAbsolutePath(blockId.name()); - // if getFilePath returns null, close the channel - if (path == null) { + FileSegment fileSegment = pResolver.getBlockLocation(blockId); + // if getBlockLocation returns null, close the channel + if (fileSegment == null) { //ctx.close(); return; } - File file = new File(path); + File file = fileSegment.file(); if (file.exists()) { if (!file.isFile()) { - //logger.info("Not a file : " + file.getAbsolutePath()); ctx.write(new FileHeader(0, blockId).buffer()); ctx.flush(); return; } long length = file.length(); if (length > Integer.MAX_VALUE || length <= 0) { - //logger.info("too large file : " + file.getAbsolutePath() + " of size "+ length); ctx.write(new FileHeader(0, blockId).buffer()); ctx.flush(); return; } int len = new Long(length).intValue(); - //logger.info("Sending block "+blockId+" filelen = "+len); - //logger.info("header = "+ (new FileHeader(len, blockId)).buffer()); ctx.write((new FileHeader(len, blockId)).buffer()); try { ctx.sendFile(new DefaultFileRegion(new FileInputStream(file) - .getChannel(), 0, file.length())); + .getChannel(), fileSegment.offset(), fileSegment.length())); } catch (Exception e) { - //logger.warning("Exception when sending file : " + file.getAbsolutePath()); e.printStackTrace(); } } else { - //logger.warning("File not found: " + file.getAbsolutePath()); ctx.write(new FileHeader(0, blockId).buffer()); } ctx.flush(); diff --git a/core/src/main/java/org/apache/spark/network/netty/PathResolver.java b/core/src/main/java/org/apache/spark/network/netty/PathResolver.java index 94c034cad0..370fcdeea9 100755 --- a/core/src/main/java/org/apache/spark/network/netty/PathResolver.java +++ b/core/src/main/java/org/apache/spark/network/netty/PathResolver.java @@ -17,13 +17,10 @@ package org.apache.spark.network.netty; +import org.apache.spark.storage.BlockId; +import org.apache.spark.storage.FileSegment; public interface PathResolver { - /** - * Get the absolute path of the file - * - * @param fileId - * @return the absolute path of file - */ - public String getAbsolutePath(String fileId); + /** Get the file segment in which the given Block resides. */ + public FileSegment getBlockLocation(BlockId blockId); } diff --git a/core/src/main/scala/org/apache/spark/network/netty/ShuffleSender.scala b/core/src/main/scala/org/apache/spark/network/netty/ShuffleSender.scala index 1586dff254..546d921067 100644 --- a/core/src/main/scala/org/apache/spark/network/netty/ShuffleSender.scala +++ b/core/src/main/scala/org/apache/spark/network/netty/ShuffleSender.scala @@ -21,7 +21,7 @@ import java.io.File import org.apache.spark.Logging import org.apache.spark.util.Utils -import org.apache.spark.storage.BlockId +import org.apache.spark.storage.{BlockId, FileSegment} private[spark] class ShuffleSender(portIn: Int, val pResolver: PathResolver) extends Logging { @@ -54,8 +54,7 @@ private[spark] object ShuffleSender { val localDirs = args.drop(2).map(new File(_)) val pResovler = new PathResolver { - override def getAbsolutePath(blockIdString: String): String = { - val blockId = BlockId(blockIdString) + override def getBlockLocation(blockId: BlockId): FileSegment = { if (!blockId.isShuffle) { throw new Exception("Block " + blockId + " is not a shuffle block") } @@ -65,7 +64,7 @@ private[spark] object ShuffleSender { val subDirId = (hash / localDirs.length) % subDirsPerLocalDir val subDir = new File(localDirs(dirId), "%02x".format(subDirId)) val file = new File(subDir, blockId.name) - return file.getAbsolutePath + return new FileSegment(file, 0, file.length()) } } val sender = new ShuffleSender(port, pResovler) diff --git a/core/src/main/scala/org/apache/spark/scheduler/ShuffleMapTask.scala b/core/src/main/scala/org/apache/spark/scheduler/ShuffleMapTask.scala index 802791797a..ed1b36d18e 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/ShuffleMapTask.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/ShuffleMapTask.scala @@ -167,7 +167,7 @@ private[spark] class ShuffleMapTask( val compressedSizes: Array[Byte] = buckets.writers.map { writer: BlockObjectWriter => writer.commit() writer.close() - val size = writer.size() + val size = writer.fileSegment().length totalBytes += size MapOutputTracker.compressSize(size) } diff --git a/core/src/main/scala/org/apache/spark/storage/BlockManager.scala b/core/src/main/scala/org/apache/spark/storage/BlockManager.scala index c67a61515e..2f96590c57 100644 --- a/core/src/main/scala/org/apache/spark/storage/BlockManager.scala +++ b/core/src/main/scala/org/apache/spark/storage/BlockManager.scala @@ -28,7 +28,7 @@ import akka.dispatch.{Await, Future} import akka.util.Duration import akka.util.duration._ -import it.unimi.dsi.fastutil.io.FastByteArrayOutputStream +import it.unimi.dsi.fastutil.io.{FastBufferedOutputStream, FastByteArrayOutputStream} import org.apache.spark.{Logging, SparkEnv, SparkException} import org.apache.spark.io.CompressionCodec @@ -102,18 +102,19 @@ private[spark] class BlockManager( } val shuffleBlockManager = new ShuffleBlockManager(this) + val diskBlockManager = new DiskBlockManager( + System.getProperty("spark.local.dir", System.getProperty("java.io.tmpdir"))) private val blockInfo = new TimeStampedHashMap[BlockId, BlockInfo] private[storage] val memoryStore: BlockStore = new MemoryStore(this, maxMemory) - private[storage] val diskStore: DiskStore = - new DiskStore(this, System.getProperty("spark.local.dir", System.getProperty("java.io.tmpdir"))) + private[storage] val diskStore = new DiskStore(this, diskBlockManager) // If we use Netty for shuffle, start a new Netty-based shuffle sender service. private val nettyPort: Int = { val useNetty = System.getProperty("spark.shuffle.use.netty", "false").toBoolean val nettyPortConfig = System.getProperty("spark.shuffle.sender.port", "0").toInt - if (useNetty) diskStore.startShuffleBlockSender(nettyPortConfig) else 0 + if (useNetty) diskBlockManager.startShuffleBlockSender(nettyPortConfig) else 0 } val connectionManager = new ConnectionManager(0) @@ -567,16 +568,19 @@ private[spark] class BlockManager( /** * A short circuited method to get a block writer that can write data directly to disk. + * The Block will be appended to the File specified by filename. * This is currently used for writing shuffle files out. Callers should handle error * cases. */ - def getDiskBlockWriter(blockId: BlockId, serializer: Serializer, bufferSize: Int) + def getDiskWriter(blockId: BlockId, filename: String, serializer: Serializer, bufferSize: Int) : BlockObjectWriter = { - val writer = diskStore.getBlockWriter(blockId, serializer, bufferSize) + val compressStream: OutputStream => OutputStream = wrapForCompression(blockId, _) + val file = diskBlockManager.createBlockFile(blockId, filename, allowAppending = true) + val writer = new DiskBlockObjectWriter(blockId, file, serializer, bufferSize, compressStream) writer.registerCloseEventHandler(() => { val myInfo = new BlockInfo(StorageLevel.DISK_ONLY, false) blockInfo.put(blockId, myInfo) - myInfo.markReady(writer.size()) + myInfo.markReady(writer.fileSegment().length) }) writer } @@ -988,13 +992,24 @@ private[spark] class BlockManager( if (shouldCompress(blockId)) compressionCodec.compressedInputStream(s) else s } + /** Serializes into a stream. */ + def dataSerializeStream( + blockId: BlockId, + outputStream: OutputStream, + values: Iterator[Any], + serializer: Serializer = defaultSerializer) { + val byteStream = new FastBufferedOutputStream(outputStream) + val ser = serializer.newInstance() + ser.serializeStream(wrapForCompression(blockId, byteStream)).writeAll(values).close() + } + + /** Serializes into a byte buffer. */ def dataSerialize( blockId: BlockId, values: Iterator[Any], serializer: Serializer = defaultSerializer): ByteBuffer = { val byteStream = new FastByteArrayOutputStream(4096) - val ser = serializer.newInstance() - ser.serializeStream(wrapForCompression(blockId, byteStream)).writeAll(values).close() + dataSerializeStream(blockId, byteStream, values, serializer) byteStream.trim() ByteBuffer.wrap(byteStream.array) } diff --git a/core/src/main/scala/org/apache/spark/storage/BlockObjectWriter.scala b/core/src/main/scala/org/apache/spark/storage/BlockObjectWriter.scala index 2a67800c45..0b5a472999 100644 --- a/core/src/main/scala/org/apache/spark/storage/BlockObjectWriter.scala +++ b/core/src/main/scala/org/apache/spark/storage/BlockObjectWriter.scala @@ -17,6 +17,13 @@ package org.apache.spark.storage +import java.io.{FileOutputStream, File, OutputStream} +import java.nio.channels.FileChannel + +import it.unimi.dsi.fastutil.io.FastBufferedOutputStream + +import org.apache.spark.Logging +import org.apache.spark.serializer.{SerializationStream, Serializer} /** * An interface for writing JVM objects to some underlying storage. This interface allows @@ -59,7 +66,86 @@ abstract class BlockObjectWriter(val blockId: BlockId) { def write(value: Any) /** - * Size of the valid writes, in bytes. + * Returns the file segment of committed data that this Writer has written. */ - def size(): Long + def fileSegment(): FileSegment +} + +/** BlockObjectWriter which writes directly to a file on disk. Appends to the given file. */ +class DiskBlockObjectWriter( + blockId: BlockId, + file: File, + serializer: Serializer, + bufferSize: Int, + compressStream: OutputStream => OutputStream) + extends BlockObjectWriter(blockId) + with Logging +{ + + /** The file channel, used for repositioning / truncating the file. */ + private var channel: FileChannel = null + private var bs: OutputStream = null + private var objOut: SerializationStream = null + private var initialPosition = 0L + private var lastValidPosition = 0L + private var initialized = false + + override def open(): BlockObjectWriter = { + val fos = new FileOutputStream(file, true) + channel = fos.getChannel() + initialPosition = channel.position + lastValidPosition = initialPosition + bs = compressStream(new FastBufferedOutputStream(fos, bufferSize)) + objOut = serializer.newInstance().serializeStream(bs) + initialized = true + this + } + + override def close() { + if (initialized) { + objOut.close() + channel = null + bs = null + objOut = null + } + super.close() + } + + override def isOpen: Boolean = objOut != null + + override def commit(): Long = { + if (initialized) { + // NOTE: Flush the serializer first and then the compressed/buffered output stream + objOut.flush() + bs.flush() + val prevPos = lastValidPosition + lastValidPosition = channel.position() + lastValidPosition - prevPos + } else { + // lastValidPosition is zero if stream is uninitialized + lastValidPosition + } + } + + override def revertPartialWrites() { + if (initialized) { + // Discard current writes. We do this by flushing the outstanding writes and + // truncate the file to the last valid position. + objOut.flush() + bs.flush() + channel.truncate(lastValidPosition) + } + } + + override def write(value: Any) { + if (!initialized) { + open() + } + objOut.writeObject(value) + } + + override def fileSegment(): FileSegment = { + val bytesWritten = lastValidPosition - initialPosition + new FileSegment(file, initialPosition, bytesWritten) + } } diff --git a/core/src/main/scala/org/apache/spark/storage/DiskBlockManager.scala b/core/src/main/scala/org/apache/spark/storage/DiskBlockManager.scala new file mode 100644 index 0000000000..6ace4eb521 --- /dev/null +++ b/core/src/main/scala/org/apache/spark/storage/DiskBlockManager.scala @@ -0,0 +1,179 @@ +/* + * 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.storage + +import java.io.File +import java.text.SimpleDateFormat +import java.util.{Date, Random} +import java.util.concurrent.ConcurrentHashMap + +import org.apache.spark.executor.ExecutorExitCode +import org.apache.spark.Logging +import org.apache.spark.network.netty.{PathResolver, ShuffleSender} +import org.apache.spark.util.Utils + +/** + * Creates an maintains the logical mapping between logical Blocks and physical on-disk + * locations. By default, one Block is mapped to one file with a name given by its BlockId. + * However, it is also possible to have a Block map to only a segment of a file, by calling + * mapBlockToFileSegment(). + * + * @param rootDirs The directories to use for storing Block files. Data will be hashed among these. + */ +class DiskBlockManager(rootDirs: String) extends PathResolver with Logging { + + private val MAX_DIR_CREATION_ATTEMPTS: Int = 10 + private val subDirsPerLocalDir = System.getProperty("spark.diskStore.subDirectories", "64").toInt + + // Create one local directory for each path mentioned in spark.local.dir; then, inside this + // directory, create multiple subdirectories that we will hash files into, in order to avoid + // having really large inodes at the top level. + private val localDirs: Array[File] = createLocalDirs() + private val subDirs = Array.fill(localDirs.length)(new Array[File](subDirsPerLocalDir)) + private var shuffleSender : ShuffleSender = null + + // Stores only Blocks which have been specifically mapped to segments of files + // (rather than the default, which maps a Block to a whole file). + // This keeps our bookkeeping down, since the file system itself tracks the standalone Blocks. + // ConcurrentHashMap does not take a lock on read operations, which makes it very efficient here. + private val blockToFileSegmentMap = new ConcurrentHashMap[BlockId, FileSegment] + + addShutdownHook() + + /** + * Creates a logical mapping from the given BlockId to a segment of a file. + * This will cause any accesses of the logical BlockId to be directed to the specified + * physical location. + */ + def mapBlockToFileSegment(blockId: BlockId, fileSegment: FileSegment) { + blockToFileSegmentMap.put(blockId, fileSegment) + } + + /** + * Returns the phyiscal file segment in which the given BlockId is located. + * If the BlockId has been mapped to a specific FileSegment, that will be returned. + * Otherwise, we assume the Block is mapped to a whole file identified by the BlockId directly. + */ + def getBlockLocation(blockId: BlockId): FileSegment = { + if (blockToFileSegmentMap.containsKey(blockId)) { + blockToFileSegmentMap.get(blockId) + } else { + val file = getFile(blockId.name) + new FileSegment(file, 0, file.length()) + } + } + + /** + * Simply returns a File to place the given Block into. This does not physically create the file. + * If filename is given, that file will be used. Otherwise, we will use the BlockId to get + * a unique filename. + */ + def createBlockFile(blockId: BlockId, filename: String = "", allowAppending: Boolean): File = { + val actualFilename = if (filename == "") blockId.name else filename + val file = getFile(actualFilename) + if (!allowAppending && file.exists()) { + throw new IllegalStateException( + "Attempted to create file that already exists: " + actualFilename) + } + file + } + + private def getFile(filename: String): File = { + // Figure out which local directory it hashes to, and which subdirectory in that + val hash = Utils.nonNegativeHash(filename) + val dirId = hash % localDirs.length + val subDirId = (hash / localDirs.length) % subDirsPerLocalDir + + // Create the subdirectory if it doesn't already exist + var subDir = subDirs(dirId)(subDirId) + if (subDir == null) { + subDir = subDirs(dirId).synchronized { + val old = subDirs(dirId)(subDirId) + if (old != null) { + old + } else { + val newDir = new File(localDirs(dirId), "%02x".format(subDirId)) + newDir.mkdir() + subDirs(dirId)(subDirId) = newDir + newDir + } + } + } + + new File(subDir, filename) + } + + private def createLocalDirs(): Array[File] = { + logDebug("Creating local directories at root dirs '" + rootDirs + "'") + val dateFormat = new SimpleDateFormat("yyyyMMddHHmmss") + rootDirs.split(",").map { rootDir => + var foundLocalDir = false + var localDir: File = null + var localDirId: String = null + var tries = 0 + val rand = new Random() + while (!foundLocalDir && tries < MAX_DIR_CREATION_ATTEMPTS) { + tries += 1 + try { + localDirId = "%s-%04x".format(dateFormat.format(new Date), rand.nextInt(65536)) + localDir = new File(rootDir, "spark-local-" + localDirId) + if (!localDir.exists) { + foundLocalDir = localDir.mkdirs() + } + } catch { + case e: Exception => + logWarning("Attempt " + tries + " to create local dir " + localDir + " failed", e) + } + } + if (!foundLocalDir) { + logError("Failed " + MAX_DIR_CREATION_ATTEMPTS + + " attempts to create local dir in " + rootDir) + System.exit(ExecutorExitCode.DISK_STORE_FAILED_TO_CREATE_DIR) + } + logInfo("Created local directory at " + localDir) + localDir + } + } + + private def addShutdownHook() { + localDirs.foreach(localDir => Utils.registerShutdownDeleteDir(localDir)) + Runtime.getRuntime.addShutdownHook(new Thread("delete Spark local dirs") { + override def run() { + logDebug("Shutdown hook called") + localDirs.foreach { localDir => + try { + if (!Utils.hasRootAsShutdownDeleteDir(localDir)) Utils.deleteRecursively(localDir) + } catch { + case t: Throwable => + logError("Exception while deleting local spark dir: " + localDir, t) + } + } + + if (shuffleSender != null) { + shuffleSender.stop() + } + } + }) + } + + private[storage] def startShuffleBlockSender(port: Int): Int = { + shuffleSender = new ShuffleSender(port, this) + logInfo("Created ShuffleSender binding to port : " + shuffleSender.port) + shuffleSender.port + } +} diff --git a/core/src/main/scala/org/apache/spark/storage/DiskStore.scala b/core/src/main/scala/org/apache/spark/storage/DiskStore.scala index b7ca61e938..e703a3329c 100644 --- a/core/src/main/scala/org/apache/spark/storage/DiskStore.scala +++ b/core/src/main/scala/org/apache/spark/storage/DiskStore.scala @@ -17,120 +17,25 @@ package org.apache.spark.storage -import java.io.{File, FileOutputStream, OutputStream, RandomAccessFile} +import java.io.{FileOutputStream, RandomAccessFile} import java.nio.ByteBuffer -import java.nio.channels.FileChannel import java.nio.channels.FileChannel.MapMode -import java.util.{Random, Date} -import java.text.SimpleDateFormat import scala.collection.mutable.ArrayBuffer -import it.unimi.dsi.fastutil.io.FastBufferedOutputStream - -import org.apache.spark.executor.ExecutorExitCode -import org.apache.spark.serializer.{Serializer, SerializationStream} import org.apache.spark.Logging -import org.apache.spark.network.netty.ShuffleSender -import org.apache.spark.network.netty.PathResolver +import org.apache.spark.serializer.Serializer import org.apache.spark.util.Utils /** * Stores BlockManager blocks on disk. */ -private class DiskStore(blockManager: BlockManager, rootDirs: String) +private class DiskStore(blockManager: BlockManager, diskManager: DiskBlockManager) extends BlockStore(blockManager) with Logging { - class DiskBlockObjectWriter(blockId: BlockId, serializer: Serializer, bufferSize: Int) - extends BlockObjectWriter(blockId) { - - private val f: File = createFile(blockId /*, allowAppendExisting */) - - // The file channel, used for repositioning / truncating the file. - private var channel: FileChannel = null - private var bs: OutputStream = null - private var objOut: SerializationStream = null - private var lastValidPosition = 0L - private var initialized = false - - override def open(): DiskBlockObjectWriter = { - val fos = new FileOutputStream(f, true) - channel = fos.getChannel() - bs = blockManager.wrapForCompression(blockId, new FastBufferedOutputStream(fos, bufferSize)) - objOut = serializer.newInstance().serializeStream(bs) - initialized = true - this - } - - override def close() { - if (initialized) { - objOut.close() - channel = null - bs = null - objOut = null - } - // Invoke the close callback handler. - super.close() - } - - override def isOpen: Boolean = objOut != null - - // Flush the partial writes, and set valid length to be the length of the entire file. - // Return the number of bytes written for this commit. - override def commit(): Long = { - if (initialized) { - // NOTE: Flush the serializer first and then the compressed/buffered output stream - objOut.flush() - bs.flush() - val prevPos = lastValidPosition - lastValidPosition = channel.position() - lastValidPosition - prevPos - } else { - // lastValidPosition is zero if stream is uninitialized - lastValidPosition - } - } - - override def revertPartialWrites() { - if (initialized) { - // Discard current writes. We do this by flushing the outstanding writes and - // truncate the file to the last valid position. - objOut.flush() - bs.flush() - channel.truncate(lastValidPosition) - } - } - - override def write(value: Any) { - if (!initialized) { - open() - } - objOut.writeObject(value) - } - - override def size(): Long = lastValidPosition - } - - private val MAX_DIR_CREATION_ATTEMPTS: Int = 10 - private val subDirsPerLocalDir = System.getProperty("spark.diskStore.subDirectories", "64").toInt - - private var shuffleSender : ShuffleSender = null - // Create one local directory for each path mentioned in spark.local.dir; then, inside this - // directory, create multiple subdirectories that we will hash files into, in order to avoid - // having really large inodes at the top level. - private val localDirs: Array[File] = createLocalDirs() - private val subDirs = Array.fill(localDirs.length)(new Array[File](subDirsPerLocalDir)) - - addShutdownHook() - - def getBlockWriter(blockId: BlockId, serializer: Serializer, bufferSize: Int) - : BlockObjectWriter = { - new DiskBlockObjectWriter(blockId, serializer, bufferSize) - } - override def getSize(blockId: BlockId): Long = { - getFile(blockId).length() + diskManager.getBlockLocation(blockId).length } override def putBytes(blockId: BlockId, _bytes: ByteBuffer, level: StorageLevel) { @@ -139,27 +44,15 @@ private class DiskStore(blockManager: BlockManager, rootDirs: String) val bytes = _bytes.duplicate() logDebug("Attempting to put block " + blockId) val startTime = System.currentTimeMillis - val file = createFile(blockId) - val channel = new RandomAccessFile(file, "rw").getChannel() + val file = diskManager.createBlockFile(blockId, allowAppending = false) + val channel = new FileOutputStream(file).getChannel() while (bytes.remaining > 0) { channel.write(bytes) } channel.close() val finishTime = System.currentTimeMillis logDebug("Block %s stored as %s file on disk in %d ms".format( - blockId, Utils.bytesToString(bytes.limit), (finishTime - startTime))) - } - - private def getFileBytes(file: File): ByteBuffer = { - val length = file.length() - val channel = new RandomAccessFile(file, "r").getChannel() - val buffer = try { - channel.map(MapMode.READ_ONLY, 0, length) - } finally { - channel.close() - } - - buffer + file.getName, Utils.bytesToString(bytes.limit), (finishTime - startTime))) } override def putValues( @@ -171,21 +64,18 @@ private class DiskStore(blockManager: BlockManager, rootDirs: String) logDebug("Attempting to write values for block " + blockId) val startTime = System.currentTimeMillis - val file = createFile(blockId) - val fileOut = blockManager.wrapForCompression(blockId, - new FastBufferedOutputStream(new FileOutputStream(file))) - val objOut = blockManager.defaultSerializer.newInstance().serializeStream(fileOut) - objOut.writeAll(values.iterator) - objOut.close() - val length = file.length() + val file = diskManager.createBlockFile(blockId, allowAppending = false) + val outputStream = new FileOutputStream(file) + blockManager.dataSerializeStream(blockId, outputStream, values.iterator) + val length = file.length val timeTaken = System.currentTimeMillis - startTime logDebug("Block %s stored as %s file on disk in %d ms".format( - blockId, Utils.bytesToString(length), timeTaken)) + file.getName, Utils.bytesToString(length), timeTaken)) if (returnValues) { // Return a byte buffer for the contents of the file - val buffer = getFileBytes(file) + val buffer = getBytes(blockId).get PutResult(length, Right(buffer)) } else { PutResult(length, null) @@ -193,13 +83,19 @@ private class DiskStore(blockManager: BlockManager, rootDirs: String) } override def getBytes(blockId: BlockId): Option[ByteBuffer] = { - val file = getFile(blockId) - val bytes = getFileBytes(file) - Some(bytes) + val segment = diskManager.getBlockLocation(blockId) + val channel = new RandomAccessFile(segment.file, "r").getChannel() + val buffer = try { + logWarning("") + channel.map(MapMode.READ_ONLY, segment.offset, segment.length) + } finally { + channel.close() + } + Some(buffer) } override def getValues(blockId: BlockId): Option[Iterator[Any]] = { - getBytes(blockId).map(bytes => blockManager.dataDeserialize(blockId, bytes)) + getBytes(blockId).map(buffer => blockManager.dataDeserialize(blockId, buffer)) } /** @@ -210,119 +106,21 @@ private class DiskStore(blockManager: BlockManager, rootDirs: String) getBytes(blockId).map(bytes => blockManager.dataDeserialize(blockId, bytes, serializer)) } - override def remove(blockId: BlockId): Boolean = { - val file = getFile(blockId) - if (file.exists()) { + override def remove(blockId: BlockId) = { + val fileSegment = diskManager.getBlockLocation(blockId) + val file = fileSegment.file + if (file.exists() && file.length() == fileSegment.length) { file.delete() } else { + if (file.length() < fileSegment.length) { + logWarning("Could not delete block associated with only a part of a file: " + blockId) + } false } } override def contains(blockId: BlockId): Boolean = { - getFile(blockId).exists() - } - - private def createFile(blockId: BlockId, allowAppendExisting: Boolean = false): File = { - val file = getFile(blockId) - if (!allowAppendExisting && file.exists()) { - // NOTE(shivaram): Delete the file if it exists. This might happen if a ShuffleMap task - // was rescheduled on the same machine as the old task. - logWarning("File for block " + blockId + " already exists on disk: " + file + ". Deleting") - file.delete() - } - file - } - - private def getFile(blockId: BlockId): File = { - logDebug("Getting file for block " + blockId) - - // Figure out which local directory it hashes to, and which subdirectory in that - val hash = Utils.nonNegativeHash(blockId) - val dirId = hash % localDirs.length - val subDirId = (hash / localDirs.length) % subDirsPerLocalDir - - // Create the subdirectory if it doesn't already exist - var subDir = subDirs(dirId)(subDirId) - if (subDir == null) { - subDir = subDirs(dirId).synchronized { - val old = subDirs(dirId)(subDirId) - if (old != null) { - old - } else { - val newDir = new File(localDirs(dirId), "%02x".format(subDirId)) - newDir.mkdir() - subDirs(dirId)(subDirId) = newDir - newDir - } - } - } - - new File(subDir, blockId.name) - } - - private def createLocalDirs(): Array[File] = { - logDebug("Creating local directories at root dirs '" + rootDirs + "'") - val dateFormat = new SimpleDateFormat("yyyyMMddHHmmss") - rootDirs.split(",").map { rootDir => - var foundLocalDir = false - var localDir: File = null - var localDirId: String = null - var tries = 0 - val rand = new Random() - while (!foundLocalDir && tries < MAX_DIR_CREATION_ATTEMPTS) { - tries += 1 - try { - localDirId = "%s-%04x".format(dateFormat.format(new Date), rand.nextInt(65536)) - localDir = new File(rootDir, "spark-local-" + localDirId) - if (!localDir.exists) { - foundLocalDir = localDir.mkdirs() - } - } catch { - case e: Exception => - logWarning("Attempt " + tries + " to create local dir " + localDir + " failed", e) - } - } - if (!foundLocalDir) { - logError("Failed " + MAX_DIR_CREATION_ATTEMPTS + - " attempts to create local dir in " + rootDir) - System.exit(ExecutorExitCode.DISK_STORE_FAILED_TO_CREATE_DIR) - } - logInfo("Created local directory at " + localDir) - localDir - } - } - - private def addShutdownHook() { - localDirs.foreach(localDir => Utils.registerShutdownDeleteDir(localDir)) - Runtime.getRuntime.addShutdownHook(new Thread("delete Spark local dirs") { - override def run() { - logDebug("Shutdown hook called") - localDirs.foreach { localDir => - try { - if (!Utils.hasRootAsShutdownDeleteDir(localDir)) Utils.deleteRecursively(localDir) - } catch { - case t: Throwable => - logError("Exception while deleting local spark dir: " + localDir, t) - } - } - if (shuffleSender != null) { - shuffleSender.stop() - } - } - }) - } - - private[storage] def startShuffleBlockSender(port: Int): Int = { - val pResolver = new PathResolver { - override def getAbsolutePath(blockIdString: String): String = { - val blockId = BlockId(blockIdString) - if (!blockId.isShuffle) null - else DiskStore.this.getFile(blockId).getAbsolutePath - } - } - shuffleSender = new ShuffleSender(port, pResolver) - logInfo("Created ShuffleSender binding to port : "+ shuffleSender.port) - shuffleSender.port + val file = diskManager.getBlockLocation(blockId).file + file.exists() } } diff --git a/core/src/main/scala/org/apache/spark/storage/FileSegment.scala b/core/src/main/scala/org/apache/spark/storage/FileSegment.scala new file mode 100644 index 0000000000..9947053e30 --- /dev/null +++ b/core/src/main/scala/org/apache/spark/storage/FileSegment.scala @@ -0,0 +1,28 @@ +/* + * 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.storage + +import java.io.File + +/** + * References a particular segment of a file (potentially the entire file), + * based off an offset and a length. + */ +class FileSegment(val file: File, val offset: Long, val length : Long) { + override def toString = "(name=%s, offset=%d, length=%d)".format(file.getName, offset, length) +} \ No newline at end of file diff --git a/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala b/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala index f39fcd87fb..05a14c9094 100644 --- a/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala +++ b/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala @@ -40,7 +40,7 @@ class ShuffleBlockManager(blockManager: BlockManager) { val bufferSize = System.getProperty("spark.shuffle.file.buffer.kb", "100").toInt * 1024 val writers = Array.tabulate[BlockObjectWriter](numBuckets) { bucketId => val blockId = ShuffleBlockId(shuffleId, mapId, bucketId) - blockManager.getDiskBlockWriter(blockId, serializer, bufferSize) + blockManager.getDiskWriter(blockId, blockId.name, serializer, bufferSize) } new ShuffleWriterGroup(mapId, writers) } From 136b9b3a3ed358bc04b28e8d62657d56d55c2c3e Mon Sep 17 00:00:00 2001 From: Aaron Davidson Date: Sun, 20 Oct 2013 02:30:23 -0700 Subject: [PATCH 15/40] Basic shuffle file consolidation The Spark shuffle phase can produce a large number of files, as one file is created per mapper per reducer. For large or repeated jobs, this often produces millions of shuffle files, which sees extremely degredaded performance from the OS file system. This patch seeks to reduce that burden by combining multipe shuffle files into one. This PR draws upon the work of Jason Dai in https://github.com/mesos/spark/pull/669. However, it simplifies the design in order to get the majority of the gain with less overall intellectual and code burden. The vast majority of code in this pull request is a refactor to allow the insertion of a clean layer of indirection between logical block ids and physical files. This, I feel, provides some design clarity in addition to enabling shuffle file consolidation. The main goal is to produce one shuffle file per reducer per active mapper thread. This allows us to isolate the mappers (simplifying the failure modes), while still allowing us to reduce the number of mappers tremendously for large tasks. In order to accomplish this, we simply create a new set of shuffle files for every parallel task, and return the files to a pool which will be given out to the next run task. --- .../network/netty/FileServerHandler.java | 2 +- .../scala/org/apache/spark/TaskContext.scala | 1 + .../org/apache/spark/executor/Executor.scala | 2 +- .../spark/scheduler/ShuffleMapTask.scala | 3 +- .../org/apache/spark/scheduler/Task.scala | 4 +- .../apache/spark/storage/BlockManager.scala | 1 + .../spark/storage/ShuffleBlockManager.scala | 56 ++++++++++++++++--- .../spark/scheduler/TaskContextSuite.scala | 2 +- 8 files changed, 57 insertions(+), 14 deletions(-) diff --git a/core/src/main/java/org/apache/spark/network/netty/FileServerHandler.java b/core/src/main/java/org/apache/spark/network/netty/FileServerHandler.java index ab790b7850..172c6e4b1c 100644 --- a/core/src/main/java/org/apache/spark/network/netty/FileServerHandler.java +++ b/core/src/main/java/org/apache/spark/network/netty/FileServerHandler.java @@ -51,7 +51,7 @@ class FileServerHandler extends ChannelInboundMessageHandlerAdapter { ctx.flush(); return; } - long length = file.length(); + long length = fileSegment.length(); if (length > Integer.MAX_VALUE || length <= 0) { ctx.write(new FileHeader(0, blockId).buffer()); ctx.flush(); diff --git a/core/src/main/scala/org/apache/spark/TaskContext.scala b/core/src/main/scala/org/apache/spark/TaskContext.scala index cae983ed4c..7601ffe416 100644 --- a/core/src/main/scala/org/apache/spark/TaskContext.scala +++ b/core/src/main/scala/org/apache/spark/TaskContext.scala @@ -25,6 +25,7 @@ class TaskContext( val stageId: Int, val partitionId: Int, val attemptId: Long, + val executorId: String, val runningLocally: Boolean = false, @volatile var interrupted: Boolean = false, private[spark] val taskMetrics: TaskMetrics = TaskMetrics.empty() diff --git a/core/src/main/scala/org/apache/spark/executor/Executor.scala b/core/src/main/scala/org/apache/spark/executor/Executor.scala index 032eb04f43..eb12c26d24 100644 --- a/core/src/main/scala/org/apache/spark/executor/Executor.scala +++ b/core/src/main/scala/org/apache/spark/executor/Executor.scala @@ -206,7 +206,7 @@ private[spark] class Executor( // Run the actual task and measure its runtime. taskStart = System.currentTimeMillis() - val value = task.run(taskId.toInt) + val value = task.run(taskId.toInt, executorId) val taskFinish = System.currentTimeMillis() // If the task has been killed, let's fail it. diff --git a/core/src/main/scala/org/apache/spark/scheduler/ShuffleMapTask.scala b/core/src/main/scala/org/apache/spark/scheduler/ShuffleMapTask.scala index ed1b36d18e..29c6108252 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/ShuffleMapTask.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/ShuffleMapTask.scala @@ -152,7 +152,8 @@ private[spark] class ShuffleMapTask( try { // Obtain all the block writers for shuffle blocks. val ser = SparkEnv.get.serializerManager.get(dep.serializerClass) - shuffle = blockManager.shuffleBlockManager.forShuffle(dep.shuffleId, numOutputSplits, ser) + shuffle = blockManager.shuffleBlockManager.forShuffle( + dep.shuffleId, context.executorId, numOutputSplits, ser) buckets = shuffle.acquireWriters(partitionId) // Write the map output to its associated buckets. diff --git a/core/src/main/scala/org/apache/spark/scheduler/Task.scala b/core/src/main/scala/org/apache/spark/scheduler/Task.scala index 1fe0d0e4e2..64fe5b196a 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/Task.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/Task.scala @@ -45,8 +45,8 @@ import org.apache.spark.util.ByteBufferInputStream */ private[spark] abstract class Task[T](val stageId: Int, var partitionId: Int) extends Serializable { - def run(attemptId: Long): T = { - context = new TaskContext(stageId, partitionId, attemptId, runningLocally = false) + final def run(attemptId: Long, executorId: String): T = { + context = new TaskContext(stageId, partitionId, attemptId, executorId, runningLocally = false) if (_killed) { kill() } diff --git a/core/src/main/scala/org/apache/spark/storage/BlockManager.scala b/core/src/main/scala/org/apache/spark/storage/BlockManager.scala index 2f96590c57..1f173c7722 100644 --- a/core/src/main/scala/org/apache/spark/storage/BlockManager.scala +++ b/core/src/main/scala/org/apache/spark/storage/BlockManager.scala @@ -578,6 +578,7 @@ private[spark] class BlockManager( val file = diskBlockManager.createBlockFile(blockId, filename, allowAppending = true) val writer = new DiskBlockObjectWriter(blockId, file, serializer, bufferSize, compressStream) writer.registerCloseEventHandler(() => { + diskBlockManager.mapBlockToFileSegment(blockId, writer.fileSegment()) val myInfo = new BlockInfo(StorageLevel.DISK_ONLY, false) blockInfo.put(blockId, myInfo) myInfo.markReady(writer.fileSegment().length) diff --git a/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala b/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala index 05a14c9094..6208856e56 100644 --- a/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala +++ b/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala @@ -17,12 +17,13 @@ package org.apache.spark.storage +import java.util.concurrent.ConcurrentLinkedQueue +import java.util.concurrent.atomic.AtomicInteger + import org.apache.spark.serializer.Serializer - private[spark] -class ShuffleWriterGroup(val id: Int, val writers: Array[BlockObjectWriter]) - +class ShuffleWriterGroup(val id: Int, val fileId: Int, val writers: Array[BlockObjectWriter]) private[spark] trait ShuffleBlocks { @@ -30,24 +31,63 @@ trait ShuffleBlocks { def releaseWriters(group: ShuffleWriterGroup) } +/** + * Manages assigning disk-based block writers to shuffle tasks. Each shuffle task gets one writer + * per reducer. + * + * As an optimization to reduce the number of physical shuffle files produced, multiple shuffle + * Blocks are aggregated into the same file. There is one "combined shuffle file" per reducer + * per concurrently executing shuffle task. As soon as a task finishes writing to its shuffle files, + * it releases them for another task. + * Regarding the implementation of this feature, shuffle files are identified by a 4-tuple: + * - shuffleId: The unique id given to the entire shuffle stage. + * - executorId: The id of the executor running the task. Required in order to ensure that + * multiple executors running on the same node do not collide. + * - bucketId: The id of the output partition (i.e., reducer id) + * - fileId: The unique id identifying a group of "combined shuffle files." Only one task at a + * time owns a particular fileId, and this id is returned to a pool when the task finishes. + */ private[spark] class ShuffleBlockManager(blockManager: BlockManager) { + /** Turning off shuffle file consolidation causes all shuffle Blocks to get their own file. */ + val consolidateShuffleFiles = + System.getProperty("spark.storage.consolidateShuffleFiles", "true").toBoolean - def forShuffle(shuffleId: Int, numBuckets: Int, serializer: Serializer): ShuffleBlocks = { + var nextFileId = new AtomicInteger(0) + val unusedFileIds = new ConcurrentLinkedQueue[java.lang.Integer]() + + def forShuffle(shuffleId: Int, executorId: String, numBuckets: Int, serializer: Serializer) = { new ShuffleBlocks { // Get a group of writers for a map task. override def acquireWriters(mapId: Int): ShuffleWriterGroup = { val bufferSize = System.getProperty("spark.shuffle.file.buffer.kb", "100").toInt * 1024 + val fileId = getUnusedFileId() val writers = Array.tabulate[BlockObjectWriter](numBuckets) { bucketId => val blockId = ShuffleBlockId(shuffleId, mapId, bucketId) - blockManager.getDiskWriter(blockId, blockId.name, serializer, bufferSize) + val filename = physicalFileName(shuffleId, executorId, bucketId, fileId) + blockManager.getDiskWriter(blockId, filename, serializer, bufferSize) } - new ShuffleWriterGroup(mapId, writers) + new ShuffleWriterGroup(mapId, fileId, writers) } - override def releaseWriters(group: ShuffleWriterGroup) = { - // Nothing really to release here. + override def releaseWriters(group: ShuffleWriterGroup) { + recycleFileId(group.fileId) } } } + + private def getUnusedFileId(): Int = { + val fileId = unusedFileIds.poll() + if (fileId == null) nextFileId.getAndIncrement() + else fileId + } + + private def recycleFileId(fileId: Int) { + if (!consolidateShuffleFiles) { return } // ensures we always generate new file id + unusedFileIds.add(fileId) + } + + private def physicalFileName(shuffleId: Int, executorId: String, bucketId: Int, fileId: Int) = { + "merged_shuffle_%d_%s_%d_%d".format(shuffleId, executorId, bucketId, fileId) + } } diff --git a/core/src/test/scala/org/apache/spark/scheduler/TaskContextSuite.scala b/core/src/test/scala/org/apache/spark/scheduler/TaskContextSuite.scala index e31a116a75..668cd5d489 100644 --- a/core/src/test/scala/org/apache/spark/scheduler/TaskContextSuite.scala +++ b/core/src/test/scala/org/apache/spark/scheduler/TaskContextSuite.scala @@ -40,7 +40,7 @@ class TaskContextSuite extends FunSuite with BeforeAndAfter with LocalSparkConte val func = (c: TaskContext, i: Iterator[String]) => i.next val task = new ResultTask[String, String](0, rdd, func, 0, Seq(), 0) intercept[RuntimeException] { - task.run(0) + task.run(0, "test") } assert(completed === true) } From 38b8048f291dd42ee996e75bd1b6d33aa24b1a5e Mon Sep 17 00:00:00 2001 From: Aaron Davidson Date: Sun, 20 Oct 2013 11:03:36 -0700 Subject: [PATCH 16/40] Fix compiler errors Whoops. Last-second changes require testing too, it seems. --- .../scala/org/apache/spark/scheduler/DAGScheduler.scala | 2 +- .../src/test/scala/org/apache/spark/CacheManagerSuite.scala | 6 +++--- core/src/test/scala/org/apache/spark/JavaAPISuite.java | 2 +- 3 files changed, 5 insertions(+), 5 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala index d84f5968df..c890a1f04a 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala @@ -521,7 +521,7 @@ class DAGScheduler( val rdd = job.finalStage.rdd val split = rdd.partitions(job.partitions(0)) val taskContext = - new TaskContext(job.finalStage.id, job.partitions(0), 0, runningLocally = true) + new TaskContext(job.finalStage.id, job.partitions(0), 0, "local", runningLocally = true) try { val result = job.func(taskContext, rdd.iterator(split, taskContext)) job.listener.taskSucceeded(0, result) diff --git a/core/src/test/scala/org/apache/spark/CacheManagerSuite.scala b/core/src/test/scala/org/apache/spark/CacheManagerSuite.scala index ea936e815b..5db7aa53b8 100644 --- a/core/src/test/scala/org/apache/spark/CacheManagerSuite.scala +++ b/core/src/test/scala/org/apache/spark/CacheManagerSuite.scala @@ -58,7 +58,7 @@ class CacheManagerSuite extends FunSuite with BeforeAndAfter with EasyMockSugar } whenExecuting(blockManager) { - val context = new TaskContext(0, 0, 0, interrupted = false, runningLocally = false, + val context = new TaskContext(0, 0, 0, "test", interrupted = false, runningLocally = false, taskMetrics = null) val value = cacheManager.getOrCompute(rdd, split, context, StorageLevel.MEMORY_ONLY) assert(value.toList === List(1, 2, 3, 4)) @@ -71,7 +71,7 @@ class CacheManagerSuite extends FunSuite with BeforeAndAfter with EasyMockSugar } whenExecuting(blockManager) { - val context = new TaskContext(0, 0, 0, interrupted = false, runningLocally = false, + val context = new TaskContext(0, 0, 0, "test", interrupted = false, runningLocally = false, taskMetrics = null) val value = cacheManager.getOrCompute(rdd, split, context, StorageLevel.MEMORY_ONLY) assert(value.toList === List(5, 6, 7)) @@ -85,7 +85,7 @@ class CacheManagerSuite extends FunSuite with BeforeAndAfter with EasyMockSugar } whenExecuting(blockManager) { - val context = new TaskContext(0, 0, 0, runningLocally = true, interrupted = false, + val context = new TaskContext(0, 0, 0, "test", runningLocally = true, interrupted = false, taskMetrics = null) val value = cacheManager.getOrCompute(rdd, split, context, StorageLevel.MEMORY_ONLY) assert(value.toList === List(1, 2, 3, 4)) diff --git a/core/src/test/scala/org/apache/spark/JavaAPISuite.java b/core/src/test/scala/org/apache/spark/JavaAPISuite.java index 7b0bb89ab2..324183e159 100644 --- a/core/src/test/scala/org/apache/spark/JavaAPISuite.java +++ b/core/src/test/scala/org/apache/spark/JavaAPISuite.java @@ -495,7 +495,7 @@ public class JavaAPISuite implements Serializable { @Test public void iterator() { JavaRDD rdd = sc.parallelize(Arrays.asList(1, 2, 3, 4, 5), 2); - TaskContext context = new TaskContext(0, 0, 0, false, false, null); + TaskContext context = new TaskContext(0, 0, 0, "test", false, false, null); Assert.assertEquals(1, rdd.iterator(rdd.splits().get(0), context).next().intValue()); } From 8e1937f8ba999c875cc0d4403c4aa92d0a045de4 Mon Sep 17 00:00:00 2001 From: Reynold Xin Date: Sun, 20 Oct 2013 12:14:59 -0700 Subject: [PATCH 17/40] Made the following traits/interfaces/classes non-public: SparkHadoopWriter SparkHadoopMapRedUtil SparkHadoopMapReduceUtil SparkHadoopUtil PythonAccumulatorParam JobLogger BlockManagerSlaveActor --- .../hadoop/mapred/SparkHadoopMapRedUtil.scala | 17 +++++++--- .../mapreduce/SparkHadoopMapReduceUtil.scala | 33 ++++++++++++------- .../org/apache/spark/SparkHadoopWriter.scala | 16 ++++----- .../apache/spark/api/python/PythonRDD.scala | 2 +- .../apache/spark/deploy/SparkHadoopUtil.scala | 19 +++++++---- .../apache/spark/scheduler/JobLogger.scala | 16 +++++---- .../storage/BlockManagerSlaveActor.scala | 1 + 7 files changed, 65 insertions(+), 39 deletions(-) diff --git a/core/src/main/scala/org/apache/hadoop/mapred/SparkHadoopMapRedUtil.scala b/core/src/main/scala/org/apache/hadoop/mapred/SparkHadoopMapRedUtil.scala index f87460039b..0c47afae54 100644 --- a/core/src/main/scala/org/apache/hadoop/mapred/SparkHadoopMapRedUtil.scala +++ b/core/src/main/scala/org/apache/hadoop/mapred/SparkHadoopMapRedUtil.scala @@ -17,20 +17,29 @@ package org.apache.hadoop.mapred +private[apache] trait SparkHadoopMapRedUtil { def newJobContext(conf: JobConf, jobId: JobID): JobContext = { - val klass = firstAvailableClass("org.apache.hadoop.mapred.JobContextImpl", "org.apache.hadoop.mapred.JobContext"); - val ctor = klass.getDeclaredConstructor(classOf[JobConf], classOf[org.apache.hadoop.mapreduce.JobID]) + val klass = firstAvailableClass("org.apache.hadoop.mapred.JobContextImpl", + "org.apache.hadoop.mapred.JobContext") + val ctor = klass.getDeclaredConstructor(classOf[JobConf], + classOf[org.apache.hadoop.mapreduce.JobID]) ctor.newInstance(conf, jobId).asInstanceOf[JobContext] } def newTaskAttemptContext(conf: JobConf, attemptId: TaskAttemptID): TaskAttemptContext = { - val klass = firstAvailableClass("org.apache.hadoop.mapred.TaskAttemptContextImpl", "org.apache.hadoop.mapred.TaskAttemptContext") + val klass = firstAvailableClass("org.apache.hadoop.mapred.TaskAttemptContextImpl", + "org.apache.hadoop.mapred.TaskAttemptContext") val ctor = klass.getDeclaredConstructor(classOf[JobConf], classOf[TaskAttemptID]) ctor.newInstance(conf, attemptId).asInstanceOf[TaskAttemptContext] } - def newTaskAttemptID(jtIdentifier: String, jobId: Int, isMap: Boolean, taskId: Int, attemptId: Int) = { + def newTaskAttemptID( + jtIdentifier: String, + jobId: Int, + isMap: Boolean, + taskId: Int, + attemptId: Int) = { new TaskAttemptID(jtIdentifier, jobId, isMap, taskId, attemptId) } diff --git a/core/src/main/scala/org/apache/hadoop/mapreduce/SparkHadoopMapReduceUtil.scala b/core/src/main/scala/org/apache/hadoop/mapreduce/SparkHadoopMapReduceUtil.scala index 93180307fa..32429f01ac 100644 --- a/core/src/main/scala/org/apache/hadoop/mapreduce/SparkHadoopMapReduceUtil.scala +++ b/core/src/main/scala/org/apache/hadoop/mapreduce/SparkHadoopMapReduceUtil.scala @@ -17,9 +17,10 @@ package org.apache.hadoop.mapreduce -import org.apache.hadoop.conf.Configuration import java.lang.{Integer => JInteger, Boolean => JBoolean} +import org.apache.hadoop.conf.Configuration +private[apache] trait SparkHadoopMapReduceUtil { def newJobContext(conf: Configuration, jobId: JobID): JobContext = { val klass = firstAvailableClass( @@ -37,23 +38,31 @@ trait SparkHadoopMapReduceUtil { ctor.newInstance(conf, attemptId).asInstanceOf[TaskAttemptContext] } - def newTaskAttemptID(jtIdentifier: String, jobId: Int, isMap: Boolean, taskId: Int, attemptId: Int) = { - val klass = Class.forName("org.apache.hadoop.mapreduce.TaskAttemptID"); + def newTaskAttemptID( + jtIdentifier: String, + jobId: Int, + isMap: Boolean, + taskId: Int, + attemptId: Int) = { + val klass = Class.forName("org.apache.hadoop.mapreduce.TaskAttemptID") try { - // first, attempt to use the old-style constructor that takes a boolean isMap (not available in YARN) + // First, attempt to use the old-style constructor that takes a boolean isMap + // (not available in YARN) val ctor = klass.getDeclaredConstructor(classOf[String], classOf[Int], classOf[Boolean], - classOf[Int], classOf[Int]) - ctor.newInstance(jtIdentifier, new JInteger(jobId), new JBoolean(isMap), new JInteger(taskId), new - JInteger(attemptId)).asInstanceOf[TaskAttemptID] + classOf[Int], classOf[Int]) + ctor.newInstance(jtIdentifier, new JInteger(jobId), new JBoolean(isMap), new JInteger(taskId), + new JInteger(attemptId)).asInstanceOf[TaskAttemptID] } catch { case exc: NoSuchMethodException => { - // failed, look for the new ctor that takes a TaskType (not available in 1.x) - val taskTypeClass = Class.forName("org.apache.hadoop.mapreduce.TaskType").asInstanceOf[Class[Enum[_]]] - val taskType = taskTypeClass.getMethod("valueOf", classOf[String]).invoke(taskTypeClass, if(isMap) "MAP" else "REDUCE") + // If that failed, look for the new constructor that takes a TaskType (not available in 1.x) + val taskTypeClass = Class.forName("org.apache.hadoop.mapreduce.TaskType") + .asInstanceOf[Class[Enum[_]]] + val taskType = taskTypeClass.getMethod("valueOf", classOf[String]).invoke( + taskTypeClass, if(isMap) "MAP" else "REDUCE") val ctor = klass.getDeclaredConstructor(classOf[String], classOf[Int], taskTypeClass, classOf[Int], classOf[Int]) - ctor.newInstance(jtIdentifier, new JInteger(jobId), taskType, new JInteger(taskId), new - JInteger(attemptId)).asInstanceOf[TaskAttemptID] + ctor.newInstance(jtIdentifier, new JInteger(jobId), taskType, new JInteger(taskId), + new JInteger(attemptId)).asInstanceOf[TaskAttemptID] } } } diff --git a/core/src/main/scala/org/apache/spark/SparkHadoopWriter.scala b/core/src/main/scala/org/apache/spark/SparkHadoopWriter.scala index afa76a4a76..103a1c2051 100644 --- a/core/src/main/scala/org/apache/spark/SparkHadoopWriter.scala +++ b/core/src/main/scala/org/apache/spark/SparkHadoopWriter.scala @@ -17,14 +17,14 @@ package org.apache.hadoop.mapred -import org.apache.hadoop.fs.FileSystem -import org.apache.hadoop.fs.Path - +import java.io.IOException import java.text.SimpleDateFormat import java.text.NumberFormat -import java.io.IOException import java.util.Date +import org.apache.hadoop.fs.FileSystem +import org.apache.hadoop.fs.Path + import org.apache.spark.Logging import org.apache.spark.SerializableWritable @@ -36,6 +36,7 @@ import org.apache.spark.SerializableWritable * Saves the RDD using a JobConf, which should contain an output key class, an output value class, * a filename to write to, etc, exactly like in a Hadoop MapReduce job. */ +private[apache] class SparkHadoopWriter(@transient jobConf: JobConf) extends Logging with SparkHadoopMapRedUtil @@ -86,13 +87,11 @@ class SparkHadoopWriter(@transient jobConf: JobConf) } getOutputCommitter().setupTask(getTaskContext()) - writer = getOutputFormat().getRecordWriter( - fs, conf.value, outputName, Reporter.NULL) + writer = getOutputFormat().getRecordWriter(fs, conf.value, outputName, Reporter.NULL) } def write(key: AnyRef, value: AnyRef) { - if (writer!=null) { - //println (">>> Writing ("+key.toString+": " + key.getClass.toString + ", " + value.toString + ": " + value.getClass.toString + ")") + if (writer != null) { writer.write(key, value) } else { throw new IOException("Writer is null, open() has not been called") @@ -182,6 +181,7 @@ class SparkHadoopWriter(@transient jobConf: JobConf) } } +private[apache] object SparkHadoopWriter { def createJobID(time: Date, id: Int): JobID = { val formatter = new SimpleDateFormat("yyyyMMddHHmm") diff --git a/core/src/main/scala/org/apache/spark/api/python/PythonRDD.scala b/core/src/main/scala/org/apache/spark/api/python/PythonRDD.scala index 1f8ad688a6..12b4d94a56 100644 --- a/core/src/main/scala/org/apache/spark/api/python/PythonRDD.scala +++ b/core/src/main/scala/org/apache/spark/api/python/PythonRDD.scala @@ -308,7 +308,7 @@ private class BytesToString extends org.apache.spark.api.java.function.Function[ * Internal class that acts as an `AccumulatorParam` for Python accumulators. Inside, it * collects a list of pickled strings that we pass to Python through a socket. */ -class PythonAccumulatorParam(@transient serverHost: String, serverPort: Int) +private class PythonAccumulatorParam(@transient serverHost: String, serverPort: Int) extends AccumulatorParam[JList[Array[Byte]]] { Utils.checkHost(serverHost, "Expected hostname") diff --git a/core/src/main/scala/org/apache/spark/deploy/SparkHadoopUtil.scala b/core/src/main/scala/org/apache/spark/deploy/SparkHadoopUtil.scala index 993ba6bd3d..83cd3df5fa 100644 --- a/core/src/main/scala/org/apache/spark/deploy/SparkHadoopUtil.scala +++ b/core/src/main/scala/org/apache/spark/deploy/SparkHadoopUtil.scala @@ -17,26 +17,31 @@ package org.apache.spark.deploy -import com.google.common.collect.MapMaker - import org.apache.hadoop.conf.Configuration import org.apache.hadoop.mapred.JobConf +import com.google.common.collect.MapMaker + /** - * Contains util methods to interact with Hadoop from spark. + * Contains util methods to interact with Hadoop from Spark. */ +private[spark] class SparkHadoopUtil { // A general, soft-reference map for metadata needed during HadoopRDD split computation // (e.g., HadoopFileRDD uses this to cache JobConfs and InputFormats). private[spark] val hadoopJobMetadata = new MapMaker().softValues().makeMap[String, Any]() - // Return an appropriate (subclass) of Configuration. Creating config can initializes some hadoop - // subsystems + /** + * Return an appropriate (subclass) of Configuration. Creating config can initializes some Hadoop + * subsystems. + */ def newConfiguration(): Configuration = new Configuration() - // Add any user credentials to the job conf which are necessary for running on a secure Hadoop - // cluster + /** + * Add any user credentials to the job conf which are necessary for running on a secure Hadoop + * cluster. + */ def addCredentials(conf: JobConf) {} def isYarnMode(): Boolean = { false } diff --git a/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala b/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala index 3628b1b078..b961993a90 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala @@ -24,8 +24,7 @@ import java.text.SimpleDateFormat import java.util.{Date, Properties} import java.util.concurrent.LinkedBlockingQueue -import scala.collection.mutable.{Map, HashMap, ListBuffer} -import scala.io.Source +import scala.collection.mutable.{HashMap, ListBuffer} import org.apache.spark._ import org.apache.spark.rdd.RDD @@ -34,12 +33,15 @@ import org.apache.spark.executor.TaskMetrics // Used to record runtime information for each job, including RDD graph // tasks' start/stop shuffle information and information from outside +private[spark] class JobLogger(val logDirName: String) extends SparkListener with Logging { - private val logDir = - if (System.getenv("SPARK_LOG_DIR") != null) - System.getenv("SPARK_LOG_DIR") - else - "/tmp/spark" + + private val logDir = if (System.getenv("SPARK_LOG_DIR") != null) { + System.getenv("SPARK_LOG_DIR") + } else { + "/tmp/spark" + } + private val jobIDToPrintWriter = new HashMap[Int, PrintWriter] private val stageIDToJobID = new HashMap[Int, Int] private val jobIDToStages = new HashMap[Int, ListBuffer[Stage]] diff --git a/core/src/main/scala/org/apache/spark/storage/BlockManagerSlaveActor.scala b/core/src/main/scala/org/apache/spark/storage/BlockManagerSlaveActor.scala index 951503019f..3a65e55733 100644 --- a/core/src/main/scala/org/apache/spark/storage/BlockManagerSlaveActor.scala +++ b/core/src/main/scala/org/apache/spark/storage/BlockManagerSlaveActor.scala @@ -26,6 +26,7 @@ import org.apache.spark.storage.BlockManagerMessages._ * An actor to take commands from the master to execute options. For example, * this is used to remove blocks from the slave's BlockManager. */ +private[storage] class BlockManagerSlaveActor(blockManager: BlockManager) extends Actor { override def receive = { From 640f253a6572208efa24a36a6442ac08a266cf24 Mon Sep 17 00:00:00 2001 From: Josh Rosen Date: Sun, 20 Oct 2013 14:49:05 -0700 Subject: [PATCH 18/40] Fix test failures in local mode due to updateEpoch --- core/src/main/scala/org/apache/spark/MapOutputTracker.scala | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/MapOutputTracker.scala b/core/src/main/scala/org/apache/spark/MapOutputTracker.scala index f0f8f2d2c7..43e32602e5 100644 --- a/core/src/main/scala/org/apache/spark/MapOutputTracker.scala +++ b/core/src/main/scala/org/apache/spark/MapOutputTracker.scala @@ -273,10 +273,7 @@ private[spark] class MapOutputTrackerMaster extends MapOutputTracker { } override def updateEpoch(newEpoch: Long) { - // This might be called on the MapOutputTrackerMaster if we're running in local mode: - epochLock.synchronized { - assert (newEpoch == epoch) - } + // This might be called on the MapOutputTrackerMaster if we're running in local mode. } } From 1fa5baf9ab3382d8fb61cdf5d755fb9d45512e26 Mon Sep 17 00:00:00 2001 From: Josh Rosen Date: Sun, 20 Oct 2013 14:50:21 -0700 Subject: [PATCH 19/40] Unwrap a long line that actually fits. --- core/src/main/scala/org/apache/spark/MapOutputTracker.scala | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/MapOutputTracker.scala b/core/src/main/scala/org/apache/spark/MapOutputTracker.scala index 43e32602e5..5e465fa22c 100644 --- a/core/src/main/scala/org/apache/spark/MapOutputTracker.scala +++ b/core/src/main/scala/org/apache/spark/MapOutputTracker.scala @@ -203,8 +203,7 @@ private[spark] class MapOutputTrackerMaster extends MapOutputTracker { } } - def registerMapOutputs(shuffleId: Int, statuses: Array[MapStatus], - changeEpoch: Boolean = false) { + def registerMapOutputs(shuffleId: Int, statuses: Array[MapStatus], changeEpoch: Boolean = false) { mapStatuses.put(shuffleId, Array[MapStatus]() ++ statuses) if (changeEpoch) { incrementEpoch() From 42a049723d92d8a7f87fae0a305f8933cb0f7374 Mon Sep 17 00:00:00 2001 From: Aaron Davidson Date: Sun, 20 Oct 2013 16:10:40 -0700 Subject: [PATCH 20/40] Address Josh and Reynold's comments --- .../org/apache/spark/network/netty/PathResolver.java | 2 +- .../org/apache/spark/storage/BlockObjectWriter.scala | 4 ++-- .../org/apache/spark/storage/DiskBlockManager.scala | 12 ++++++------ .../scala/org/apache/spark/storage/DiskStore.scala | 5 ++--- .../scala/org/apache/spark/storage/FileSegment.scala | 4 ++-- .../apache/spark/storage/ShuffleBlockManager.scala | 8 ++++---- 6 files changed, 17 insertions(+), 18 deletions(-) diff --git a/core/src/main/java/org/apache/spark/network/netty/PathResolver.java b/core/src/main/java/org/apache/spark/network/netty/PathResolver.java index 370fcdeea9..9f7ced44cf 100755 --- a/core/src/main/java/org/apache/spark/network/netty/PathResolver.java +++ b/core/src/main/java/org/apache/spark/network/netty/PathResolver.java @@ -21,6 +21,6 @@ import org.apache.spark.storage.BlockId; import org.apache.spark.storage.FileSegment; public interface PathResolver { - /** Get the file segment in which the given Block resides. */ + /** Get the file segment in which the given block resides. */ public FileSegment getBlockLocation(BlockId blockId); } diff --git a/core/src/main/scala/org/apache/spark/storage/BlockObjectWriter.scala b/core/src/main/scala/org/apache/spark/storage/BlockObjectWriter.scala index 0b5a472999..6e4382d71e 100644 --- a/core/src/main/scala/org/apache/spark/storage/BlockObjectWriter.scala +++ b/core/src/main/scala/org/apache/spark/storage/BlockObjectWriter.scala @@ -32,7 +32,7 @@ import org.apache.spark.serializer.{SerializationStream, Serializer} * * This interface does not support concurrent writes. */ -abstract class BlockObjectWriter(val blockId: BlockId) { +private[spark] abstract class BlockObjectWriter(val blockId: BlockId) { var closeEventHandler: () => Unit = _ @@ -72,7 +72,7 @@ abstract class BlockObjectWriter(val blockId: BlockId) { } /** BlockObjectWriter which writes directly to a file on disk. Appends to the given file. */ -class DiskBlockObjectWriter( +private[spark] class DiskBlockObjectWriter( blockId: BlockId, file: File, serializer: Serializer, diff --git a/core/src/main/scala/org/apache/spark/storage/DiskBlockManager.scala b/core/src/main/scala/org/apache/spark/storage/DiskBlockManager.scala index 6ace4eb521..ecbd9c2ff7 100644 --- a/core/src/main/scala/org/apache/spark/storage/DiskBlockManager.scala +++ b/core/src/main/scala/org/apache/spark/storage/DiskBlockManager.scala @@ -22,20 +22,20 @@ import java.text.SimpleDateFormat import java.util.{Date, Random} import java.util.concurrent.ConcurrentHashMap -import org.apache.spark.executor.ExecutorExitCode import org.apache.spark.Logging +import org.apache.spark.executor.ExecutorExitCode import org.apache.spark.network.netty.{PathResolver, ShuffleSender} import org.apache.spark.util.Utils /** - * Creates an maintains the logical mapping between logical Blocks and physical on-disk - * locations. By default, one Block is mapped to one file with a name given by its BlockId. - * However, it is also possible to have a Block map to only a segment of a file, by calling + * Creates and maintains the logical mapping between logical blocks and physical on-disk + * locations. By default, one block is mapped to one file with a name given by its BlockId. + * However, it is also possible to have a block map to only a segment of a file, by calling * mapBlockToFileSegment(). * - * @param rootDirs The directories to use for storing Block files. Data will be hashed among these. + * @param rootDirs The directories to use for storing block files. Data will be hashed among these. */ -class DiskBlockManager(rootDirs: String) extends PathResolver with Logging { +private[spark] class DiskBlockManager(rootDirs: String) extends PathResolver with Logging { private val MAX_DIR_CREATION_ATTEMPTS: Int = 10 private val subDirsPerLocalDir = System.getProperty("spark.diskStore.subDirectories", "64").toInt diff --git a/core/src/main/scala/org/apache/spark/storage/DiskStore.scala b/core/src/main/scala/org/apache/spark/storage/DiskStore.scala index e703a3329c..a3c496f9e0 100644 --- a/core/src/main/scala/org/apache/spark/storage/DiskStore.scala +++ b/core/src/main/scala/org/apache/spark/storage/DiskStore.scala @@ -86,7 +86,6 @@ private class DiskStore(blockManager: BlockManager, diskManager: DiskBlockManage val segment = diskManager.getBlockLocation(blockId) val channel = new RandomAccessFile(segment.file, "r").getChannel() val buffer = try { - logWarning("") channel.map(MapMode.READ_ONLY, segment.offset, segment.length) } finally { channel.close() @@ -106,13 +105,13 @@ private class DiskStore(blockManager: BlockManager, diskManager: DiskBlockManage getBytes(blockId).map(bytes => blockManager.dataDeserialize(blockId, bytes, serializer)) } - override def remove(blockId: BlockId) = { + override def remove(blockId: BlockId): Boolean = { val fileSegment = diskManager.getBlockLocation(blockId) val file = fileSegment.file if (file.exists() && file.length() == fileSegment.length) { file.delete() } else { - if (file.length() < fileSegment.length) { + if (fileSegment.length < file.length()) { logWarning("Could not delete block associated with only a part of a file: " + blockId) } false diff --git a/core/src/main/scala/org/apache/spark/storage/FileSegment.scala b/core/src/main/scala/org/apache/spark/storage/FileSegment.scala index 9947053e30..555486830a 100644 --- a/core/src/main/scala/org/apache/spark/storage/FileSegment.scala +++ b/core/src/main/scala/org/apache/spark/storage/FileSegment.scala @@ -23,6 +23,6 @@ import java.io.File * References a particular segment of a file (potentially the entire file), * based off an offset and a length. */ -class FileSegment(val file: File, val offset: Long, val length : Long) { +private[spark] class FileSegment(val file: File, val offset: Long, val length : Long) { override def toString = "(name=%s, offset=%d, length=%d)".format(file.getName, offset, length) -} \ No newline at end of file +} diff --git a/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala b/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala index 6208856e56..31849eb587 100644 --- a/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala +++ b/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala @@ -36,7 +36,7 @@ trait ShuffleBlocks { * per reducer. * * As an optimization to reduce the number of physical shuffle files produced, multiple shuffle - * Blocks are aggregated into the same file. There is one "combined shuffle file" per reducer + * blocks are aggregated into the same file. There is one "combined shuffle file" per reducer * per concurrently executing shuffle task. As soon as a task finishes writing to its shuffle files, * it releases them for another task. * Regarding the implementation of this feature, shuffle files are identified by a 4-tuple: @@ -49,7 +49,8 @@ trait ShuffleBlocks { */ private[spark] class ShuffleBlockManager(blockManager: BlockManager) { - /** Turning off shuffle file consolidation causes all shuffle Blocks to get their own file. */ + // Turning off shuffle file consolidation causes all shuffle Blocks to get their own file. + // TODO: Remove this once the shuffle file consolidation feature is stable. val consolidateShuffleFiles = System.getProperty("spark.storage.consolidateShuffleFiles", "true").toBoolean @@ -78,8 +79,7 @@ class ShuffleBlockManager(blockManager: BlockManager) { private def getUnusedFileId(): Int = { val fileId = unusedFileIds.poll() - if (fileId == null) nextFileId.getAndIncrement() - else fileId + if (fileId == null) nextFileId.getAndIncrement() else fileId } private def recycleFileId(fileId: Int) { From 4b68ddf3d02e425120eece9b8abf1fad4e0fd7ff Mon Sep 17 00:00:00 2001 From: Aaron Davidson Date: Sun, 20 Oct 2013 17:56:41 -0700 Subject: [PATCH 21/40] Cleanup old shuffle file metadata from memory --- .../apache/spark/storage/DiskBlockManager.scala | 15 ++++++++++----- .../org/apache/spark/util/MetadataCleaner.scala | 5 +++-- 2 files changed, 13 insertions(+), 7 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/storage/DiskBlockManager.scala b/core/src/main/scala/org/apache/spark/storage/DiskBlockManager.scala index ecbd9c2ff7..bcb58ad946 100644 --- a/core/src/main/scala/org/apache/spark/storage/DiskBlockManager.scala +++ b/core/src/main/scala/org/apache/spark/storage/DiskBlockManager.scala @@ -25,7 +25,7 @@ import java.util.concurrent.ConcurrentHashMap import org.apache.spark.Logging import org.apache.spark.executor.ExecutorExitCode import org.apache.spark.network.netty.{PathResolver, ShuffleSender} -import org.apache.spark.util.Utils +import org.apache.spark.util.{MetadataCleaner, MetadataCleanerType, TimeStampedHashMap, Utils} /** * Creates and maintains the logical mapping between logical blocks and physical on-disk @@ -50,8 +50,9 @@ private[spark] class DiskBlockManager(rootDirs: String) extends PathResolver wit // Stores only Blocks which have been specifically mapped to segments of files // (rather than the default, which maps a Block to a whole file). // This keeps our bookkeeping down, since the file system itself tracks the standalone Blocks. - // ConcurrentHashMap does not take a lock on read operations, which makes it very efficient here. - private val blockToFileSegmentMap = new ConcurrentHashMap[BlockId, FileSegment] + private val blockToFileSegmentMap = new TimeStampedHashMap[BlockId, FileSegment] + + val metadataCleaner = new MetadataCleaner(MetadataCleanerType.DISK_BLOCK_MANAGER, this.cleanup) addShutdownHook() @@ -70,8 +71,8 @@ private[spark] class DiskBlockManager(rootDirs: String) extends PathResolver wit * Otherwise, we assume the Block is mapped to a whole file identified by the BlockId directly. */ def getBlockLocation(blockId: BlockId): FileSegment = { - if (blockToFileSegmentMap.containsKey(blockId)) { - blockToFileSegmentMap.get(blockId) + if (blockToFileSegmentMap.internalMap.containsKey(blockId)) { + blockToFileSegmentMap.get(blockId).get } else { val file = getFile(blockId.name) new FileSegment(file, 0, file.length()) @@ -150,6 +151,10 @@ private[spark] class DiskBlockManager(rootDirs: String) extends PathResolver wit } } + private def cleanup(cleanupTime: Long) { + blockToFileSegmentMap.clearOldValues(cleanupTime) + } + private def addShutdownHook() { localDirs.foreach(localDir => Utils.registerShutdownDeleteDir(localDir)) Runtime.getRuntime.addShutdownHook(new Thread("delete Spark local dirs") { diff --git a/core/src/main/scala/org/apache/spark/util/MetadataCleaner.scala b/core/src/main/scala/org/apache/spark/util/MetadataCleaner.scala index 0ce1394c77..3f963727d9 100644 --- a/core/src/main/scala/org/apache/spark/util/MetadataCleaner.scala +++ b/core/src/main/scala/org/apache/spark/util/MetadataCleaner.scala @@ -56,9 +56,10 @@ class MetadataCleaner(cleanerType: MetadataCleanerType.MetadataCleanerType, clea } object MetadataCleanerType extends Enumeration("MapOutputTracker", "SparkContext", "HttpBroadcast", "DagScheduler", "ResultTask", - "ShuffleMapTask", "BlockManager", "BroadcastVars") { + "ShuffleMapTask", "BlockManager", "DiskBlockManager", "BroadcastVars") { - val MAP_OUTPUT_TRACKER, SPARK_CONTEXT, HTTP_BROADCAST, DAG_SCHEDULER, RESULT_TASK, SHUFFLE_MAP_TASK, BLOCK_MANAGER, BROADCAST_VARS = Value + val MAP_OUTPUT_TRACKER, SPARK_CONTEXT, HTTP_BROADCAST, DAG_SCHEDULER, RESULT_TASK, + SHUFFLE_MAP_TASK, BLOCK_MANAGER, DISK_BLOCK_MANAGER, BROADCAST_VARS = Value type MetadataCleanerType = Value From b4d847845436371af28917e935be2d54b8f50531 Mon Sep 17 00:00:00 2001 From: Reynold Xin Date: Sun, 20 Oct 2013 18:51:01 -0700 Subject: [PATCH 22/40] Made JobLogger public again and some minor cleanup. --- .../apache/spark/scheduler/JobLogger.scala | 122 ++++++++---------- 1 file changed, 54 insertions(+), 68 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala b/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala index b961993a90..19c0251690 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala @@ -30,52 +30,48 @@ import org.apache.spark._ import org.apache.spark.rdd.RDD import org.apache.spark.executor.TaskMetrics -// Used to record runtime information for each job, including RDD graph -// tasks' start/stop shuffle information and information from outside - -private[spark] +/** + * A logger class to record runtime information for jobs in Spark. This class outputs one log file + * per Spark job with information such as RDD graph, tasks start/stop, shuffle information. + * + * @param logDirName The base directory for the log files. + */ class JobLogger(val logDirName: String) extends SparkListener with Logging { - private val logDir = if (System.getenv("SPARK_LOG_DIR") != null) { - System.getenv("SPARK_LOG_DIR") - } else { - "/tmp/spark" - } + private val logDir = Option(System.getenv("SPARK_LOG_DIR")).getOrElse("/tmp/spark") private val jobIDToPrintWriter = new HashMap[Int, PrintWriter] private val stageIDToJobID = new HashMap[Int, Int] private val jobIDToStages = new HashMap[Int, ListBuffer[Stage]] private val DATE_FORMAT = new SimpleDateFormat("yyyy/MM/dd HH:mm:ss") private val eventQueue = new LinkedBlockingQueue[SparkListenerEvents] - + createLogDir() def this() = this(String.valueOf(System.currentTimeMillis())) - - def getLogDir = logDir - def getJobIDtoPrintWriter = jobIDToPrintWriter - def getStageIDToJobID = stageIDToJobID - def getJobIDToStages = jobIDToStages - def getEventQueue = eventQueue - + + // The following 5 functions are used only in testing. + private[scheduler] def getLogDir = logDir + private[scheduler] def getJobIDtoPrintWriter = jobIDToPrintWriter + private[scheduler] def getStageIDToJobID = stageIDToJobID + private[scheduler] def getJobIDToStages = jobIDToStages + private[scheduler] def getEventQueue = eventQueue + // Create a folder for log files, the folder's name is the creation time of the jobLogger protected def createLogDir() { val dir = new File(logDir + "/" + logDirName + "/") - if (dir.exists()) { - return - } - if (dir.mkdirs() == false) { - logError("create log directory error:" + logDir + "/" + logDirName + "/") + if (!dir.exists() && !dir.mkdirs()) { + logError("Error creating log directory: " + logDir + "/" + logDirName + "/") } } // Create a log file for one job, the file name is the jobID protected def createLogWriter(jobID: Int) { - try{ + try { val fileWriter = new PrintWriter(logDir + "/" + logDirName + "/" + jobID) jobIDToPrintWriter += (jobID -> fileWriter) - } catch { - case e: FileNotFoundException => e.printStackTrace() - } + } catch { + case e: FileNotFoundException => e.printStackTrace() + } } // Close log file, and clean the stage relationship in stageIDToJobID @@ -120,10 +116,9 @@ class JobLogger(val logDirName: String) extends SparkListener with Logging { def getRddsInStage(rdd: RDD[_]): ListBuffer[RDD[_]] = { var rddList = new ListBuffer[RDD[_]] rddList += rdd - rdd.dependencies.foreach{ dep => dep match { - case shufDep: ShuffleDependency[_,_] => - case _ => rddList ++= getRddsInStage(dep.rdd) - } + rdd.dependencies.foreach { + case shufDep: ShuffleDependency[_, _] => + case dep: Dependency[_] => rddList ++= getRddsInStage(dep.rdd) } rddList } @@ -163,29 +158,27 @@ class JobLogger(val logDirName: String) extends SparkListener with Logging { protected def recordRddInStageGraph(jobID: Int, rdd: RDD[_], indent: Int) { val rddInfo = "RDD_ID=" + rdd.id + "(" + getRddName(rdd) + "," + rdd.generator + ")" jobLogInfo(jobID, indentString(indent) + rddInfo, false) - rdd.dependencies.foreach{ dep => dep match { - case shufDep: ShuffleDependency[_,_] => - val depInfo = "SHUFFLE_ID=" + shufDep.shuffleId - jobLogInfo(jobID, indentString(indent + 1) + depInfo, false) - case _ => recordRddInStageGraph(jobID, dep.rdd, indent + 1) - } + rdd.dependencies.foreach { + case shufDep: ShuffleDependency[_, _] => + val depInfo = "SHUFFLE_ID=" + shufDep.shuffleId + jobLogInfo(jobID, indentString(indent + 1) + depInfo, false) + case dep: Dependency[_] => recordRddInStageGraph(jobID, dep.rdd, indent + 1) } } protected def recordStageDepGraph(jobID: Int, stage: Stage, indent: Int = 0) { - var stageInfo: String = "" - if (stage.isShuffleMap) { - stageInfo = "STAGE_ID=" + stage.id + " MAP_STAGE SHUFFLE_ID=" + - stage.shuffleDep.get.shuffleId - }else{ - stageInfo = "STAGE_ID=" + stage.id + " RESULT_STAGE" + val stageInfo = if (stage.isShuffleMap) { + "STAGE_ID=" + stage.id + " MAP_STAGE SHUFFLE_ID=" + stage.shuffleDep.get.shuffleId + } else { + "STAGE_ID=" + stage.id + " RESULT_STAGE" } if (stage.jobId == jobID) { jobLogInfo(jobID, indentString(indent) + stageInfo, false) recordRddInStageGraph(jobID, stage.rdd, indent) stage.parents.foreach(recordStageDepGraph(jobID, _, indent + 2)) - } else + } else { jobLogInfo(jobID, indentString(indent) + stageInfo + " JOB_ID=" + stage.jobId, false) + } } // Record task metrics into job log files @@ -195,39 +188,32 @@ class JobLogger(val logDirName: String) extends SparkListener with Logging { " START_TIME=" + taskInfo.launchTime + " FINISH_TIME=" + taskInfo.finishTime + " EXECUTOR_ID=" + taskInfo.executorId + " HOST=" + taskMetrics.hostname val executorRunTime = " EXECUTOR_RUN_TIME=" + taskMetrics.executorRunTime - val readMetrics = - taskMetrics.shuffleReadMetrics match { - case Some(metrics) => - " SHUFFLE_FINISH_TIME=" + metrics.shuffleFinishTime + - " BLOCK_FETCHED_TOTAL=" + metrics.totalBlocksFetched + - " BLOCK_FETCHED_LOCAL=" + metrics.localBlocksFetched + - " BLOCK_FETCHED_REMOTE=" + metrics.remoteBlocksFetched + - " REMOTE_FETCH_WAIT_TIME=" + metrics.fetchWaitTime + - " REMOTE_FETCH_TIME=" + metrics.remoteFetchTime + - " REMOTE_BYTES_READ=" + metrics.remoteBytesRead - case None => "" - } - val writeMetrics = - taskMetrics.shuffleWriteMetrics match { - case Some(metrics) => - " SHUFFLE_BYTES_WRITTEN=" + metrics.shuffleBytesWritten - case None => "" - } + val readMetrics = taskMetrics.shuffleReadMetrics match { + case Some(metrics) => + " SHUFFLE_FINISH_TIME=" + metrics.shuffleFinishTime + + " BLOCK_FETCHED_TOTAL=" + metrics.totalBlocksFetched + + " BLOCK_FETCHED_LOCAL=" + metrics.localBlocksFetched + + " BLOCK_FETCHED_REMOTE=" + metrics.remoteBlocksFetched + + " REMOTE_FETCH_WAIT_TIME=" + metrics.fetchWaitTime + + " REMOTE_FETCH_TIME=" + metrics.remoteFetchTime + + " REMOTE_BYTES_READ=" + metrics.remoteBytesRead + case None => "" + } + val writeMetrics = taskMetrics.shuffleWriteMetrics match { + case Some(metrics) => " SHUFFLE_BYTES_WRITTEN=" + metrics.shuffleBytesWritten + case None => "" + } stageLogInfo(stageID, status + info + executorRunTime + readMetrics + writeMetrics) } override def onStageSubmitted(stageSubmitted: SparkListenerStageSubmitted) { - stageLogInfo( - stageSubmitted.stage.id, - "STAGE_ID=%d STATUS=SUBMITTED TASK_SIZE=%d".format( - stageSubmitted.stage.id, stageSubmitted.taskSize)) + stageLogInfo(stageSubmitted.stage.id, "STAGE_ID=%d STATUS=SUBMITTED TASK_SIZE=%d".format( + stageSubmitted.stage.id, stageSubmitted.taskSize)) } override def onStageCompleted(stageCompleted: StageCompleted) { - stageLogInfo( - stageCompleted.stageInfo.stage.id, + stageLogInfo(stageCompleted.stageInfo.stage.id, "STAGE_ID=%d STATUS=COMPLETED".format(stageCompleted.stageInfo.stage.id)) - } override def onTaskStart(taskStart: SparkListenerTaskStart) { } From 947fceaa73a21ddc4263b98913ebf11aa71f5ba1 Mon Sep 17 00:00:00 2001 From: Aaron Davidson Date: Sun, 20 Oct 2013 22:46:26 -0700 Subject: [PATCH 23/40] Close shuffle writers during failure & remove executorId from TaskContext --- core/src/main/scala/org/apache/spark/TaskContext.scala | 1 - .../org/apache/spark/scheduler/DAGScheduler.scala | 2 +- .../org/apache/spark/scheduler/ShuffleMapTask.scala | 5 ++--- .../main/scala/org/apache/spark/scheduler/Task.scala | 2 +- .../org/apache/spark/storage/ShuffleBlockManager.scala | 10 +++++----- .../scala/org/apache/spark/CacheManagerSuite.scala | 6 +++--- core/src/test/scala/org/apache/spark/JavaAPISuite.java | 2 +- 7 files changed, 13 insertions(+), 15 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/TaskContext.scala b/core/src/main/scala/org/apache/spark/TaskContext.scala index 7601ffe416..cae983ed4c 100644 --- a/core/src/main/scala/org/apache/spark/TaskContext.scala +++ b/core/src/main/scala/org/apache/spark/TaskContext.scala @@ -25,7 +25,6 @@ class TaskContext( val stageId: Int, val partitionId: Int, val attemptId: Long, - val executorId: String, val runningLocally: Boolean = false, @volatile var interrupted: Boolean = false, private[spark] val taskMetrics: TaskMetrics = TaskMetrics.empty() diff --git a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala index c890a1f04a..d84f5968df 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala @@ -521,7 +521,7 @@ class DAGScheduler( val rdd = job.finalStage.rdd val split = rdd.partitions(job.partitions(0)) val taskContext = - new TaskContext(job.finalStage.id, job.partitions(0), 0, "local", runningLocally = true) + new TaskContext(job.finalStage.id, job.partitions(0), 0, runningLocally = true) try { val result = job.func(taskContext, rdd.iterator(split, taskContext)) job.listener.taskSucceeded(0, result) diff --git a/core/src/main/scala/org/apache/spark/scheduler/ShuffleMapTask.scala b/core/src/main/scala/org/apache/spark/scheduler/ShuffleMapTask.scala index 29c6108252..e86852311f 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/ShuffleMapTask.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/ShuffleMapTask.scala @@ -152,8 +152,7 @@ private[spark] class ShuffleMapTask( try { // Obtain all the block writers for shuffle blocks. val ser = SparkEnv.get.serializerManager.get(dep.serializerClass) - shuffle = blockManager.shuffleBlockManager.forShuffle( - dep.shuffleId, context.executorId, numOutputSplits, ser) + shuffle = blockManager.shuffleBlockManager.forShuffle(dep.shuffleId, numOutputSplits, ser) buckets = shuffle.acquireWriters(partitionId) // Write the map output to its associated buckets. @@ -167,7 +166,6 @@ private[spark] class ShuffleMapTask( var totalBytes = 0L val compressedSizes: Array[Byte] = buckets.writers.map { writer: BlockObjectWriter => writer.commit() - writer.close() val size = writer.fileSegment().length totalBytes += size MapOutputTracker.compressSize(size) @@ -189,6 +187,7 @@ private[spark] class ShuffleMapTask( } finally { // Release the writers back to the shuffle block manager. if (shuffle != null && buckets != null) { + buckets.writers.foreach(_.close()) shuffle.releaseWriters(buckets) } // Execute the callbacks on task completion. diff --git a/core/src/main/scala/org/apache/spark/scheduler/Task.scala b/core/src/main/scala/org/apache/spark/scheduler/Task.scala index 64fe5b196a..1b66e7268e 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/Task.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/Task.scala @@ -46,7 +46,7 @@ import org.apache.spark.util.ByteBufferInputStream private[spark] abstract class Task[T](val stageId: Int, var partitionId: Int) extends Serializable { final def run(attemptId: Long, executorId: String): T = { - context = new TaskContext(stageId, partitionId, attemptId, executorId, runningLocally = false) + context = new TaskContext(stageId, partitionId, attemptId, runningLocally = false) if (_killed) { kill() } diff --git a/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala b/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala index 31849eb587..bd1dc62a17 100644 --- a/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala +++ b/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala @@ -52,12 +52,12 @@ class ShuffleBlockManager(blockManager: BlockManager) { // Turning off shuffle file consolidation causes all shuffle Blocks to get their own file. // TODO: Remove this once the shuffle file consolidation feature is stable. val consolidateShuffleFiles = - System.getProperty("spark.storage.consolidateShuffleFiles", "true").toBoolean + System.getProperty("spark.shuffle.consolidateFiles", "true").toBoolean var nextFileId = new AtomicInteger(0) val unusedFileIds = new ConcurrentLinkedQueue[java.lang.Integer]() - def forShuffle(shuffleId: Int, executorId: String, numBuckets: Int, serializer: Serializer) = { + def forShuffle(shuffleId: Int, numBuckets: Int, serializer: Serializer) = { new ShuffleBlocks { // Get a group of writers for a map task. override def acquireWriters(mapId: Int): ShuffleWriterGroup = { @@ -65,7 +65,7 @@ class ShuffleBlockManager(blockManager: BlockManager) { val fileId = getUnusedFileId() val writers = Array.tabulate[BlockObjectWriter](numBuckets) { bucketId => val blockId = ShuffleBlockId(shuffleId, mapId, bucketId) - val filename = physicalFileName(shuffleId, executorId, bucketId, fileId) + val filename = physicalFileName(shuffleId, bucketId, fileId) blockManager.getDiskWriter(blockId, filename, serializer, bufferSize) } new ShuffleWriterGroup(mapId, fileId, writers) @@ -87,7 +87,7 @@ class ShuffleBlockManager(blockManager: BlockManager) { unusedFileIds.add(fileId) } - private def physicalFileName(shuffleId: Int, executorId: String, bucketId: Int, fileId: Int) = { - "merged_shuffle_%d_%s_%d_%d".format(shuffleId, executorId, bucketId, fileId) + private def physicalFileName(shuffleId: Int, bucketId: Int, fileId: Int) = { + "merged_shuffle_%d_%d_%d".format(shuffleId, bucketId, fileId) } } diff --git a/core/src/test/scala/org/apache/spark/CacheManagerSuite.scala b/core/src/test/scala/org/apache/spark/CacheManagerSuite.scala index 5db7aa53b8..ea936e815b 100644 --- a/core/src/test/scala/org/apache/spark/CacheManagerSuite.scala +++ b/core/src/test/scala/org/apache/spark/CacheManagerSuite.scala @@ -58,7 +58,7 @@ class CacheManagerSuite extends FunSuite with BeforeAndAfter with EasyMockSugar } whenExecuting(blockManager) { - val context = new TaskContext(0, 0, 0, "test", interrupted = false, runningLocally = false, + val context = new TaskContext(0, 0, 0, interrupted = false, runningLocally = false, taskMetrics = null) val value = cacheManager.getOrCompute(rdd, split, context, StorageLevel.MEMORY_ONLY) assert(value.toList === List(1, 2, 3, 4)) @@ -71,7 +71,7 @@ class CacheManagerSuite extends FunSuite with BeforeAndAfter with EasyMockSugar } whenExecuting(blockManager) { - val context = new TaskContext(0, 0, 0, "test", interrupted = false, runningLocally = false, + val context = new TaskContext(0, 0, 0, interrupted = false, runningLocally = false, taskMetrics = null) val value = cacheManager.getOrCompute(rdd, split, context, StorageLevel.MEMORY_ONLY) assert(value.toList === List(5, 6, 7)) @@ -85,7 +85,7 @@ class CacheManagerSuite extends FunSuite with BeforeAndAfter with EasyMockSugar } whenExecuting(blockManager) { - val context = new TaskContext(0, 0, 0, "test", runningLocally = true, interrupted = false, + val context = new TaskContext(0, 0, 0, runningLocally = true, interrupted = false, taskMetrics = null) val value = cacheManager.getOrCompute(rdd, split, context, StorageLevel.MEMORY_ONLY) assert(value.toList === List(1, 2, 3, 4)) diff --git a/core/src/test/scala/org/apache/spark/JavaAPISuite.java b/core/src/test/scala/org/apache/spark/JavaAPISuite.java index 324183e159..7b0bb89ab2 100644 --- a/core/src/test/scala/org/apache/spark/JavaAPISuite.java +++ b/core/src/test/scala/org/apache/spark/JavaAPISuite.java @@ -495,7 +495,7 @@ public class JavaAPISuite implements Serializable { @Test public void iterator() { JavaRDD rdd = sc.parallelize(Arrays.asList(1, 2, 3, 4, 5), 2); - TaskContext context = new TaskContext(0, 0, 0, "test", false, false, null); + TaskContext context = new TaskContext(0, 0, 0, false, false, null); Assert.assertEquals(1, rdd.iterator(rdd.splits().get(0), context).next().intValue()); } From 444162afe7c1bd48ad63ae51d99f75c72c9e29ff Mon Sep 17 00:00:00 2001 From: Aaron Davidson Date: Sun, 20 Oct 2013 22:59:45 -0700 Subject: [PATCH 24/40] Documentation update --- .../scala/org/apache/spark/storage/ShuffleBlockManager.scala | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala b/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala index bd1dc62a17..229178c095 100644 --- a/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala +++ b/core/src/main/scala/org/apache/spark/storage/ShuffleBlockManager.scala @@ -39,10 +39,8 @@ trait ShuffleBlocks { * blocks are aggregated into the same file. There is one "combined shuffle file" per reducer * per concurrently executing shuffle task. As soon as a task finishes writing to its shuffle files, * it releases them for another task. - * Regarding the implementation of this feature, shuffle files are identified by a 4-tuple: + * Regarding the implementation of this feature, shuffle files are identified by a 3-tuple: * - shuffleId: The unique id given to the entire shuffle stage. - * - executorId: The id of the executor running the task. Required in order to ensure that - * multiple executors running on the same node do not collide. * - bucketId: The id of the output partition (i.e., reducer id) * - fileId: The unique id identifying a group of "combined shuffle files." Only one task at a * time owns a particular fileId, and this id is returned to a pool when the task finishes. From b6571541a6043ed12cb8af51e198e207968394a7 Mon Sep 17 00:00:00 2001 From: tgravescs Date: Mon, 21 Oct 2013 14:05:15 -0500 Subject: [PATCH 25/40] Fix the Worker to use CoarseGrainedExecutorBackend and modify classpath to be explicit about inclusion of spark.jar and app.jar --- .../org/apache/spark/deploy/yarn/Client.scala | 32 ++++++++++++++++--- .../spark/deploy/yarn/WorkerRunnable.scala | 7 ++-- 2 files changed, 29 insertions(+), 10 deletions(-) diff --git a/yarn/src/main/scala/org/apache/spark/deploy/yarn/Client.scala b/yarn/src/main/scala/org/apache/spark/deploy/yarn/Client.scala index 8afb3e39cb..1a380ae714 100644 --- a/yarn/src/main/scala/org/apache/spark/deploy/yarn/Client.scala +++ b/yarn/src/main/scala/org/apache/spark/deploy/yarn/Client.scala @@ -265,11 +265,7 @@ class Client(conf: Configuration, args: ClientArguments) extends YarnClientImpl val env = new HashMap[String, String]() - Apps.addToEnvironment(env, Environment.CLASSPATH.name, Environment.PWD.$()) - Apps.addToEnvironment(env, Environment.CLASSPATH.name, - Environment.PWD.$() + Path.SEPARATOR + "*") - - Client.populateHadoopClasspath(yarnConf, env) + Client.populateClasspath(yarnConf, log4jConfLocalRes != null, env) env("SPARK_YARN_MODE") = "true" env("SPARK_YARN_JAR_PATH") = localResources("spark.jar").getResource().getScheme.toString() + "://" + @@ -451,4 +447,30 @@ object Client { Apps.addToEnvironment(env, Environment.CLASSPATH.name, c.trim) } } + + def populateClasspath(conf: Configuration, addLog4j: Boolean, env: HashMap[String, String]) { + Apps.addToEnvironment(env, Environment.CLASSPATH.name, Environment.PWD.$()) + // If log4j present, ensure ours overrides all others + if (addLog4j) { + Apps.addToEnvironment(env, Environment.CLASSPATH.name, Environment.PWD.$() + + Path.SEPARATOR + "log4j.properties") + } + // normally the users app.jar is last in case conflicts with spark jars + val userClasspathFirst = System.getProperty("spark.yarn.user.classpath.first", "false") + .toBoolean + if (userClasspathFirst) { + Apps.addToEnvironment(env, Environment.CLASSPATH.name, Environment.PWD.$() + + Path.SEPARATOR + "app.jar") + } + Apps.addToEnvironment(env, Environment.CLASSPATH.name, Environment.PWD.$() + + Path.SEPARATOR + "spark.jar") + Client.populateHadoopClasspath(conf, env) + + if (!userClasspathFirst) { + Apps.addToEnvironment(env, Environment.CLASSPATH.name, Environment.PWD.$() + + Path.SEPARATOR + "app.jar") + } + Apps.addToEnvironment(env, Environment.CLASSPATH.name, Environment.PWD.$() + + Path.SEPARATOR + "*") + } } diff --git a/yarn/src/main/scala/org/apache/spark/deploy/yarn/WorkerRunnable.scala b/yarn/src/main/scala/org/apache/spark/deploy/yarn/WorkerRunnable.scala index 8dac9e02ac..ba352daac4 100644 --- a/yarn/src/main/scala/org/apache/spark/deploy/yarn/WorkerRunnable.scala +++ b/yarn/src/main/scala/org/apache/spark/deploy/yarn/WorkerRunnable.scala @@ -121,7 +121,7 @@ class WorkerRunnable(container: Container, conf: Configuration, masterAddress: S // TODO: If the OOM is not recoverable by rescheduling it on different node, then do 'something' to fail job ... akin to blacklisting trackers in mapred ? " -XX:OnOutOfMemoryError='kill %p' " + JAVA_OPTS + - " org.apache.spark.executor.StandaloneExecutorBackend " + + " org.apache.spark.executor.CoarseGrainedExecutorBackend " + masterAddress + " " + slaveId + " " + hostname + " " + @@ -216,10 +216,7 @@ class WorkerRunnable(container: Container, conf: Configuration, masterAddress: S def prepareEnvironment: HashMap[String, String] = { val env = new HashMap[String, String]() - Apps.addToEnvironment(env, Environment.CLASSPATH.name, Environment.PWD.$()) - Apps.addToEnvironment(env, Environment.CLASSPATH.name, - Environment.PWD.$() + Path.SEPARATOR + "*") - Client.populateHadoopClasspath(yarnConf, env) + Client.populateClasspath(yarnConf, System.getenv("SPARK_YARN_LOG4J_PATH") != null, env) // allow users to specify some environment variables Apps.setEnvFromInputString(env, System.getenv("SPARK_YARN_USER_ENV")) From 4aa0ba1df7336ab5066be58c208e8b1eb69864df Mon Sep 17 00:00:00 2001 From: Aaron Davidson Date: Mon, 21 Oct 2013 12:19:15 -0700 Subject: [PATCH 26/40] Remove executorId from Task.run() --- core/src/main/scala/org/apache/spark/executor/Executor.scala | 2 +- core/src/main/scala/org/apache/spark/scheduler/Task.scala | 2 +- .../scala/org/apache/spark/scheduler/TaskContextSuite.scala | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/executor/Executor.scala b/core/src/main/scala/org/apache/spark/executor/Executor.scala index eb12c26d24..032eb04f43 100644 --- a/core/src/main/scala/org/apache/spark/executor/Executor.scala +++ b/core/src/main/scala/org/apache/spark/executor/Executor.scala @@ -206,7 +206,7 @@ private[spark] class Executor( // Run the actual task and measure its runtime. taskStart = System.currentTimeMillis() - val value = task.run(taskId.toInt, executorId) + val value = task.run(taskId.toInt) val taskFinish = System.currentTimeMillis() // If the task has been killed, let's fail it. diff --git a/core/src/main/scala/org/apache/spark/scheduler/Task.scala b/core/src/main/scala/org/apache/spark/scheduler/Task.scala index 1b66e7268e..69b42e86ea 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/Task.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/Task.scala @@ -45,7 +45,7 @@ import org.apache.spark.util.ByteBufferInputStream */ private[spark] abstract class Task[T](val stageId: Int, var partitionId: Int) extends Serializable { - final def run(attemptId: Long, executorId: String): T = { + final def run(attemptId: Long): T = { context = new TaskContext(stageId, partitionId, attemptId, runningLocally = false) if (_killed) { kill() diff --git a/core/src/test/scala/org/apache/spark/scheduler/TaskContextSuite.scala b/core/src/test/scala/org/apache/spark/scheduler/TaskContextSuite.scala index 668cd5d489..e31a116a75 100644 --- a/core/src/test/scala/org/apache/spark/scheduler/TaskContextSuite.scala +++ b/core/src/test/scala/org/apache/spark/scheduler/TaskContextSuite.scala @@ -40,7 +40,7 @@ class TaskContextSuite extends FunSuite with BeforeAndAfter with LocalSparkConte val func = (c: TaskContext, i: Iterator[String]) => i.next val task = new ResultTask[String, String](0, rdd, func, 0, Seq(), 0) intercept[RuntimeException] { - task.run(0, "test") + task.run(0) } assert(completed === true) } From 0071f0899c2931610823f16adcf1f71457edebcc Mon Sep 17 00:00:00 2001 From: Aaron Davidson Date: Mon, 21 Oct 2013 15:53:28 -0700 Subject: [PATCH 27/40] Fix mesos urls This was a bug I introduced in https://github.com/apache/incubator-spark/pull/71 Previously, we explicitly removed the mesos:// part; with PR 71, this no longer occured. --- core/src/main/scala/org/apache/spark/SparkContext.scala | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/SparkContext.scala b/core/src/main/scala/org/apache/spark/SparkContext.scala index ebd2f46173..564466cfd5 100644 --- a/core/src/main/scala/org/apache/spark/SparkContext.scala +++ b/core/src/main/scala/org/apache/spark/SparkContext.scala @@ -156,8 +156,8 @@ class SparkContext( val LOCAL_CLUSTER_REGEX = """local-cluster\[\s*([0-9]+)\s*,\s*([0-9]+)\s*,\s*([0-9]+)\s*]""".r // Regular expression for connecting to Spark deploy clusters val SPARK_REGEX = """spark://(.*)""".r - //Regular expression for connection to Mesos cluster - val MESOS_REGEX = """(mesos://.*)""".r + // Regular expression for connection to Mesos cluster + val MESOS_REGEX = """mesos://(.*)""".r master match { case "local" => From dbafa11396d7c1619f5523fba5ae6abed07e90d9 Mon Sep 17 00:00:00 2001 From: Prabeesh K Date: Tue, 22 Oct 2013 08:50:34 +0530 Subject: [PATCH 28/40] Update MQTTWordCount.scala --- .../apache/spark/streaming/examples/MQTTWordCount.scala | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala b/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala index be6587b316..7d06505df7 100644 --- a/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala +++ b/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala @@ -30,7 +30,8 @@ import org.eclipse.paho.client.mqttv3.MqttMessage import org.eclipse.paho.client.mqttv3.MqttTopic /** - * A simple Mqtt publisher for demonstration purposes, repeatedly publishes Space separated String Message "hello mqtt demo for spark streaming" + * A simple Mqtt publisher for demonstration purposes, repeatedly publishes + * Space separated String Message "hello mqtt demo for spark streaming" */ object MQTTPublisher { @@ -99,13 +100,13 @@ object MQTTWordCount { val Seq(master, brokerUrl, topic) = args.toSeq - val ssc = new StreamingContext(master, "MqttWordCount", Seconds(2), System.getenv("SPARK_HOME"), Seq(System.getenv("SPARK_EXAMPLES_JAR"))) + val ssc = new StreamingContext(master, "MqttWordCount", Seconds(2), System.getenv("SPARK_HOME"), + Seq(System.getenv("SPARK_EXAMPLES_JAR"))) val lines = ssc.mqttStream(brokerUrl, topic, StorageLevel.MEMORY_ONLY) val words = lines.flatMap(x => x.toString.split(" ")) val wordCounts = words.map(x => (x, 1)).reduceByKey(_ + _) wordCounts.print() - ssc.start() } } From 97053c4a914691a09723919497f705d536c01001 Mon Sep 17 00:00:00 2001 From: Aaron Davidson Date: Mon, 21 Oct 2013 20:25:40 -0700 Subject: [PATCH 29/40] Put StoragePerfTester in org/apache/ --- .../scala/{ => org/apache}/spark/storage/StoragePerfTester.scala | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename core/src/main/scala/{ => org/apache}/spark/storage/StoragePerfTester.scala (100%) diff --git a/core/src/main/scala/spark/storage/StoragePerfTester.scala b/core/src/main/scala/org/apache/spark/storage/StoragePerfTester.scala similarity index 100% rename from core/src/main/scala/spark/storage/StoragePerfTester.scala rename to core/src/main/scala/org/apache/spark/storage/StoragePerfTester.scala From 9ca1bd95305a904637075e4f5747b28571114fb1 Mon Sep 17 00:00:00 2001 From: Prabeesh K Date: Tue, 22 Oct 2013 09:05:57 +0530 Subject: [PATCH 30/40] Update MQTTWordCount.scala --- .../apache/spark/streaming/examples/MQTTWordCount.scala | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala b/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala index 7d06505df7..af698a01d5 100644 --- a/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala +++ b/examples/src/main/scala/org/apache/spark/streaming/examples/MQTTWordCount.scala @@ -33,15 +33,13 @@ import org.eclipse.paho.client.mqttv3.MqttTopic * A simple Mqtt publisher for demonstration purposes, repeatedly publishes * Space separated String Message "hello mqtt demo for spark streaming" */ - object MQTTPublisher { var client: MqttClient = _ def main(args: Array[String]) { if (args.length < 2) { - System.err.println( - "Usage: MQTTPublisher ") + System.err.println("Usage: MQTTPublisher ") System.exit(1) } @@ -52,7 +50,6 @@ object MQTTPublisher { client = new MqttClient(brokerUrl, MqttClient.generateClientId(), peristance) } catch { case e: MqttException => println("Exception Caught: " + e) - } client.connect() @@ -66,7 +63,6 @@ object MQTTPublisher { println("Published data. topic: " + msgtopic.getName() + " Message: " + message) } client.disconnect() - } } @@ -87,7 +83,6 @@ object MQTTPublisher { * and run the example as * `$ ./run-example org.apache.spark.streaming.examples.MQTTWordCount local[2] tcp://localhost:1883 foo` */ - object MQTTWordCount { def main(args: Array[String]) { From 56d230e614d7d03a0c53e262071ab388abddd97f Mon Sep 17 00:00:00 2001 From: Ewen Cheslack-Postava Date: Tue, 22 Oct 2013 00:22:37 -0700 Subject: [PATCH 31/40] Add classmethod to SparkContext to set system properties. Add a new classmethod to SparkContext to set system properties like is possible in Scala/Java. Unlike the Java/Scala implementations, there's no access to System until the JVM bridge is created. Since SparkContext handles that, move the initialization of the JVM connection to a separate classmethod that can safely be called repeatedly as long as the same instance (or no instance) is provided. --- python/pyspark/context.py | 41 +++++++++++++++++++++++++++------------ 1 file changed, 29 insertions(+), 12 deletions(-) diff --git a/python/pyspark/context.py b/python/pyspark/context.py index 597110321a..22f5d92a3b 100644 --- a/python/pyspark/context.py +++ b/python/pyspark/context.py @@ -49,6 +49,7 @@ class SparkContext(object): _lock = Lock() _python_includes = None # zip and egg files that need to be added to PYTHONPATH + def __init__(self, master, jobName, sparkHome=None, pyFiles=None, environment=None, batchSize=1024): """ @@ -67,18 +68,8 @@ class SparkContext(object): Java object. Set 1 to disable batching or -1 to use an unlimited batch size. """ - with SparkContext._lock: - if SparkContext._active_spark_context: - raise ValueError("Cannot run multiple SparkContexts at once") - else: - SparkContext._active_spark_context = self - if not SparkContext._gateway: - SparkContext._gateway = launch_gateway() - SparkContext._jvm = SparkContext._gateway.jvm - SparkContext._writeIteratorToPickleFile = \ - SparkContext._jvm.PythonRDD.writeIteratorToPickleFile - SparkContext._takePartition = \ - SparkContext._jvm.PythonRDD.takePartition + SparkContext._ensure_initialized() + self.master = master self.jobName = jobName self.sparkHome = sparkHome or None # None becomes null in Py4J @@ -119,6 +110,32 @@ class SparkContext(object): self._temp_dir = \ self._jvm.org.apache.spark.util.Utils.createTempDir(local_dir).getAbsolutePath() + @classmethod + def _ensure_initialized(cls, instance=None): + with SparkContext._lock: + if not SparkContext._gateway: + SparkContext._gateway = launch_gateway() + SparkContext._jvm = SparkContext._gateway.jvm + SparkContext._writeIteratorToPickleFile = \ + SparkContext._jvm.PythonRDD.writeIteratorToPickleFile + SparkContext._takePartition = \ + SparkContext._jvm.PythonRDD.takePartition + + if instance: + if SparkContext._active_spark_context and SparkContext._active_spark_context != instance: + raise ValueError("Cannot run multiple SparkContexts at once") + else: + SparkContext._active_spark_context = instance + + @classmethod + def setSystemProperty(cls, key, value): + """ + Set a system property, such as spark.executor.memory. This must be + invoked before instantiating SparkContext. + """ + SparkContext._ensure_initialized() + SparkContext._jvm.java.lang.System.setProperty(key, value) + @property def defaultParallelism(self): """ From 962bec97ee38b09f57d8abd83c9c2c47c7b09143 Mon Sep 17 00:00:00 2001 From: Aaron Davidson Date: Tue, 22 Oct 2013 09:36:26 -0700 Subject: [PATCH 32/40] Docs: Fix links to RDD API documentation --- docs/scala-programming-guide.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/scala-programming-guide.md b/docs/scala-programming-guide.md index 03647a2ad2..94e8563a8b 100644 --- a/docs/scala-programming-guide.md +++ b/docs/scala-programming-guide.md @@ -142,7 +142,7 @@ All transformations in Spark are lazy, in that they do not compute their By default, each transformed RDD is recomputed each time you run an action on it. However, you may also *persist* an RDD in memory using the `persist` (or `cache`) method, in which case Spark will keep the elements around on the cluster for much faster access the next time you query it. There is also support for persisting datasets on disk, or replicated across the cluster. The next section in this document describes these options. -The following tables list the transformations and actions currently supported (see also the [RDD API doc](api/core/index.html#org.apache.spark.RDD) for details): +The following tables list the transformations and actions currently supported (see also the [RDD API doc](api/core/index.html#org.apache.spark.rdd.RDD) for details): ### Transformations @@ -211,7 +211,7 @@ The following tables list the transformations and actions currently supported (s -A complete list of transformations is available in the [RDD API doc](api/core/index.html#org.apache.spark.RDD). +A complete list of transformations is available in the [RDD API doc](api/core/index.html#org.apache.spark.rdd.RDD). ### Actions @@ -259,7 +259,7 @@ A complete list of transformations is available in the [RDD API doc](api/core/in -A complete list of actions is available in the [RDD API doc](api/core/index.html#org.apache.spark.RDD). +A complete list of actions is available in the [RDD API doc](api/core/index.html#org.apache.spark.rdd.RDD). ## RDD Persistence From a854f5bfcf4ffeefd2a74fadb695d0aa8d52a431 Mon Sep 17 00:00:00 2001 From: Patrick Wendell Date: Sun, 20 Oct 2013 13:18:03 -0700 Subject: [PATCH 33/40] SPARK-940: Do not directly pass Stage objects to SparkListener. --- .../apache/spark/scheduler/DAGScheduler.scala | 9 +-- .../apache/spark/scheduler/JobLogger.scala | 8 +-- .../spark/scheduler/SparkListener.scala | 10 ++-- .../apache/spark/scheduler/StageInfo.scala | 13 ++++- .../spark/ui/jobs/JobProgressListener.scala | 55 ++++++++++--------- .../org/apache/spark/ui/jobs/PoolTable.scala | 8 +-- .../org/apache/spark/ui/jobs/StageTable.scala | 24 ++++---- .../spark/scheduler/JobLoggerSuite.scala | 5 +- .../spark/scheduler/SparkListenerSuite.scala | 2 +- 9 files changed, 75 insertions(+), 59 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala index e58ff37b9b..0dec93ff83 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala @@ -585,7 +585,7 @@ class DAGScheduler( // must be run listener before possible NotSerializableException // should be "StageSubmitted" first and then "JobEnded" - listenerBus.post(SparkListenerStageSubmitted(stage, tasks.size, properties)) + listenerBus.post(SparkListenerStageSubmitted(stageToInfos(stage), tasks.size, properties)) if (tasks.size > 0) { // Preemptively serialize a task to make sure it can be serialized. We are catching this @@ -606,9 +606,9 @@ class DAGScheduler( logDebug("New pending tasks: " + myPending) taskSched.submitTasks( new TaskSet(tasks.toArray, stage.id, stage.newAttemptId(), stage.jobId, properties)) - if (!stage.submissionTime.isDefined) { - stage.submissionTime = Some(System.currentTimeMillis()) - } + stage.submissionTime = Some(System.currentTimeMillis()) + stageToInfos(stage).submissionTime = Some(System.currentTimeMillis()) + } else { logDebug("Stage " + stage + " is actually done; %b %d %d".format( stage.isAvailable, stage.numAvailableOutputs, stage.numPartitions)) @@ -636,6 +636,7 @@ class DAGScheduler( } logInfo("%s (%s) finished in %s s".format(stage, stage.name, serviceTime)) stage.completionTime = Some(System.currentTimeMillis) + stageToInfos(stage).completionTime = Some(System.currentTimeMillis()) listenerBus.post(StageCompleted(stageToInfos(stage))) running -= stage } diff --git a/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala b/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala index 19c0251690..fe1990bcc1 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala @@ -207,13 +207,13 @@ class JobLogger(val logDirName: String) extends SparkListener with Logging { } override def onStageSubmitted(stageSubmitted: SparkListenerStageSubmitted) { - stageLogInfo(stageSubmitted.stage.id, "STAGE_ID=%d STATUS=SUBMITTED TASK_SIZE=%d".format( - stageSubmitted.stage.id, stageSubmitted.taskSize)) + stageLogInfo(stageSubmitted.stage.stageId, "STAGE_ID=%d STATUS=SUBMITTED TASK_SIZE=%d".format( + stageSubmitted.stage.stageId, stageSubmitted.taskSize)) } override def onStageCompleted(stageCompleted: StageCompleted) { - stageLogInfo(stageCompleted.stageInfo.stage.id, - "STAGE_ID=%d STATUS=COMPLETED".format(stageCompleted.stageInfo.stage.id)) + stageLogInfo(stageCompleted.stage.stage.id, "STAGE_ID=%d STATUS=COMPLETED".format( + stageCompleted.stage.stage.id)) } override def onTaskStart(taskStart: SparkListenerTaskStart) { } diff --git a/core/src/main/scala/org/apache/spark/scheduler/SparkListener.scala b/core/src/main/scala/org/apache/spark/scheduler/SparkListener.scala index 466baf9913..49faa0ba7a 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/SparkListener.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/SparkListener.scala @@ -24,10 +24,10 @@ import org.apache.spark.executor.TaskMetrics sealed trait SparkListenerEvents -case class SparkListenerStageSubmitted(stage: Stage, taskSize: Int, properties: Properties) +case class SparkListenerStageSubmitted(stage: StageInfo, taskSize: Int, properties: Properties) extends SparkListenerEvents -case class StageCompleted(val stageInfo: StageInfo) extends SparkListenerEvents +case class StageCompleted(val stage: StageInfo) extends SparkListenerEvents case class SparkListenerTaskStart(task: Task[_], taskInfo: TaskInfo) extends SparkListenerEvents @@ -80,7 +80,7 @@ class StatsReportListener extends SparkListener with Logging { override def onStageCompleted(stageCompleted: StageCompleted) { import org.apache.spark.scheduler.StatsReportListener._ implicit val sc = stageCompleted - this.logInfo("Finished stage: " + stageCompleted.stageInfo) + this.logInfo("Finished stage: " + stageCompleted.stage) showMillisDistribution("task runtime:", (info, _) => Some(info.duration)) //shuffle write @@ -93,7 +93,7 @@ class StatsReportListener extends SparkListener with Logging { //runtime breakdown - val runtimePcts = stageCompleted.stageInfo.taskInfos.map{ + val runtimePcts = stageCompleted.stage.taskInfos.map{ case (info, metrics) => RuntimePercentage(info.duration, metrics) } showDistribution("executor (non-fetch) time pct: ", Distribution(runtimePcts.map{_.executorPct * 100}), "%2.0f %%") @@ -111,7 +111,7 @@ object StatsReportListener extends Logging { val percentilesHeader = "\t" + percentiles.mkString("%\t") + "%" def extractDoubleDistribution(stage:StageCompleted, getMetric: (TaskInfo,TaskMetrics) => Option[Double]): Option[Distribution] = { - Distribution(stage.stageInfo.taskInfos.flatMap{ + Distribution(stage.stage.taskInfos.flatMap{ case ((info,metric)) => getMetric(info, metric)}) } diff --git a/core/src/main/scala/org/apache/spark/scheduler/StageInfo.scala b/core/src/main/scala/org/apache/spark/scheduler/StageInfo.scala index b6f11969e5..3156071535 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/StageInfo.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/StageInfo.scala @@ -22,8 +22,17 @@ import scala.collection._ import org.apache.spark.executor.TaskMetrics case class StageInfo( - val stage: Stage, + stage: Stage, val taskInfos: mutable.Buffer[(TaskInfo, TaskMetrics)] = mutable.Buffer[(TaskInfo, TaskMetrics)]() ) { - override def toString = stage.rdd.toString + val stageId = stage.id + var submissionTime: Option[Long] = None + var completionTime: Option[Long] = None + val rddName = stage.rdd.toString + val name = stage.name + // TODO: We should also track the number of tasks associated with this stage, which may not + // be equal to numPartitions. + val numPartitions = stage.numPartitions + + override def toString = rddName } diff --git a/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala b/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala index eb3b4e8522..c048e9b1e8 100644 --- a/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala +++ b/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala @@ -36,13 +36,13 @@ private[spark] class JobProgressListener(val sc: SparkContext) extends SparkList val RETAINED_STAGES = System.getProperty("spark.ui.retained_stages", "1000").toInt val DEFAULT_POOL_NAME = "default" - val stageToPool = new HashMap[Stage, String]() - val stageToDescription = new HashMap[Stage, String]() - val poolToActiveStages = new HashMap[String, HashSet[Stage]]() + val stageToPool = new HashMap[Int, String]() + val stageToDescription = new HashMap[Int, String]() + val poolToActiveStages = new HashMap[String, HashSet[StageInfo]]() - val activeStages = HashSet[Stage]() - val completedStages = ListBuffer[Stage]() - val failedStages = ListBuffer[Stage]() + val activeStages = HashSet[StageInfo]() + val completedStages = ListBuffer[StageInfo]() + val failedStages = ListBuffer[StageInfo]() // Total metrics reflect metrics only for completed tasks var totalTime = 0L @@ -61,27 +61,27 @@ private[spark] class JobProgressListener(val sc: SparkContext) extends SparkList override def onJobStart(jobStart: SparkListenerJobStart) {} override def onStageCompleted(stageCompleted: StageCompleted) = synchronized { - val stage = stageCompleted.stageInfo.stage - poolToActiveStages(stageToPool(stage)) -= stage + val stage = stageCompleted.stage + poolToActiveStages(stageToPool(stage.stageId)) -= stage activeStages -= stage completedStages += stage trimIfNecessary(completedStages) } /** If stages is too large, remove and garbage collect old stages */ - def trimIfNecessary(stages: ListBuffer[Stage]) = synchronized { + def trimIfNecessary(stages: ListBuffer[StageInfo]) = synchronized { if (stages.size > RETAINED_STAGES) { val toRemove = RETAINED_STAGES / 10 stages.takeRight(toRemove).foreach( s => { - stageToTaskInfos.remove(s.id) - stageToTime.remove(s.id) - stageToShuffleRead.remove(s.id) - stageToShuffleWrite.remove(s.id) - stageToTasksActive.remove(s.id) - stageToTasksComplete.remove(s.id) - stageToTasksFailed.remove(s.id) - stageToPool.remove(s) - if (stageToDescription.contains(s)) {stageToDescription.remove(s)} + stageToTaskInfos.remove(s.stageId) + stageToTime.remove(s.stageId) + stageToShuffleRead.remove(s.stageId) + stageToShuffleWrite.remove(s.stageId) + stageToTasksActive.remove(s.stageId) + stageToTasksComplete.remove(s.stageId) + stageToTasksFailed.remove(s.stageId) + stageToPool.remove(s.stageId) + if (stageToDescription.contains(s.stageId)) {stageToDescription.remove(s.stageId)} }) stages.trimEnd(toRemove) } @@ -95,14 +95,14 @@ private[spark] class JobProgressListener(val sc: SparkContext) extends SparkList val poolName = Option(stageSubmitted.properties).map { p => p.getProperty("spark.scheduler.pool", DEFAULT_POOL_NAME) }.getOrElse(DEFAULT_POOL_NAME) - stageToPool(stage) = poolName + stageToPool(stage.stageId) = poolName val description = Option(stageSubmitted.properties).flatMap { p => Option(p.getProperty(SparkContext.SPARK_JOB_DESCRIPTION)) } - description.map(d => stageToDescription(stage) = d) + description.map(d => stageToDescription(stage.stageId) = d) - val stages = poolToActiveStages.getOrElseUpdate(poolName, new HashSet[Stage]()) + val stages = poolToActiveStages.getOrElseUpdate(poolName, new HashSet[StageInfo]()) stages += stage } @@ -159,10 +159,15 @@ private[spark] class JobProgressListener(val sc: SparkContext) extends SparkList case end: SparkListenerJobEnd => end.jobResult match { case JobFailed(ex, Some(stage)) => - activeStages -= stage - poolToActiveStages(stageToPool(stage)) -= stage - failedStages += stage - trimIfNecessary(failedStages) + /* If two jobs share a stage we could get this failure message twice. So we first + * check whether we've already retired this stage. */ + val stageInfo = activeStages.filter(s => s.stageId == stage.id).headOption + stageInfo.foreach {s => + activeStages -= s + poolToActiveStages(stageToPool(stage.id)) -= s + failedStages += s + trimIfNecessary(failedStages) + } case _ => } case _ => diff --git a/core/src/main/scala/org/apache/spark/ui/jobs/PoolTable.scala b/core/src/main/scala/org/apache/spark/ui/jobs/PoolTable.scala index 06810d8dbc..cfeeccda41 100644 --- a/core/src/main/scala/org/apache/spark/ui/jobs/PoolTable.scala +++ b/core/src/main/scala/org/apache/spark/ui/jobs/PoolTable.scala @@ -21,13 +21,13 @@ import scala.collection.mutable.HashMap import scala.collection.mutable.HashSet import scala.xml.Node -import org.apache.spark.scheduler.{Schedulable, Stage} +import org.apache.spark.scheduler.{Schedulable, StageInfo} import org.apache.spark.ui.UIUtils /** Table showing list of pools */ private[spark] class PoolTable(pools: Seq[Schedulable], listener: JobProgressListener) { - var poolToActiveStages: HashMap[String, HashSet[Stage]] = listener.poolToActiveStages + var poolToActiveStages: HashMap[String, HashSet[StageInfo]] = listener.poolToActiveStages def toNodeSeq(): Seq[Node] = { listener.synchronized { @@ -35,7 +35,7 @@ private[spark] class PoolTable(pools: Seq[Schedulable], listener: JobProgressLis } } - private def poolTable(makeRow: (Schedulable, HashMap[String, HashSet[Stage]]) => Seq[Node], + private def poolTable(makeRow: (Schedulable, HashMap[String, HashSet[StageInfo]]) => Seq[Node], rows: Seq[Schedulable] ): Seq[Node] = { @@ -53,7 +53,7 @@ private[spark] class PoolTable(pools: Seq[Schedulable], listener: JobProgressLis
    } - private def poolRow(p: Schedulable, poolToActiveStages: HashMap[String, HashSet[Stage]]) + private def poolRow(p: Schedulable, poolToActiveStages: HashMap[String, HashSet[StageInfo]]) : Seq[Node] = { val activeStages = poolToActiveStages.get(p.name) match { case Some(stages) => stages.size diff --git a/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala b/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala index 07db8622da..c47878dcd6 100644 --- a/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala +++ b/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala @@ -22,13 +22,13 @@ import java.util.Date import scala.xml.Node import scala.collection.mutable.HashSet -import org.apache.spark.scheduler.{SchedulingMode, Stage, TaskInfo} +import org.apache.spark.scheduler.{SchedulingMode, StageInfo, TaskInfo} import org.apache.spark.ui.UIUtils import org.apache.spark.util.Utils /** Page showing list of all ongoing and recently finished stages */ -private[spark] class StageTable(val stages: Seq[Stage], val parent: JobProgressUI) { +private[spark] class StageTable(val stages: Seq[StageInfo], val parent: JobProgressUI) { val listener = parent.listener val dateFmt = parent.dateFmt @@ -73,40 +73,40 @@ private[spark] class StageTable(val stages: Seq[Stage], val parent: JobProgressU } - private def stageRow(s: Stage): Seq[Node] = { + private def stageRow(s: StageInfo): Seq[Node] = { val submissionTime = s.submissionTime match { case Some(t) => dateFmt.format(new Date(t)) case None => "Unknown" } - val shuffleRead = listener.stageToShuffleRead.getOrElse(s.id, 0L) match { + val shuffleRead = listener.stageToShuffleRead.getOrElse(s.stageId, 0L) match { case 0 => "" case b => Utils.bytesToString(b) } - val shuffleWrite = listener.stageToShuffleWrite.getOrElse(s.id, 0L) match { + val shuffleWrite = listener.stageToShuffleWrite.getOrElse(s.stageId, 0L) match { case 0 => "" case b => Utils.bytesToString(b) } - val startedTasks = listener.stageToTasksActive.getOrElse(s.id, HashSet[TaskInfo]()).size - val completedTasks = listener.stageToTasksComplete.getOrElse(s.id, 0) - val failedTasks = listener.stageToTasksFailed.getOrElse(s.id, 0) match { + val startedTasks = listener.stageToTasksActive.getOrElse(s.stageId, HashSet[TaskInfo]()).size + val completedTasks = listener.stageToTasksComplete.getOrElse(s.stageId, 0) + val failedTasks = listener.stageToTasksFailed.getOrElse(s.stageId, 0) match { case f if f > 0 => "(%s failed)".format(f) case _ => "" } val totalTasks = s.numPartitions - val poolName = listener.stageToPool.get(s) + val poolName = listener.stageToPool.get(s.stageId) val nameLink = -
    {s.name} - val description = listener.stageToDescription.get(s) + {s.toString} + val description = listener.stageToDescription.get(s.stageId) .map(d =>
    {d}
    {nameLink}
    ).getOrElse(nameLink) val finishTime = s.completionTime.getOrElse(System.currentTimeMillis()) val duration = s.submissionTime.map(t => finishTime - t) - {s.id} + {s.stageId} {if (isFairScheduler) { {poolName.get}} diff --git a/core/src/test/scala/org/apache/spark/scheduler/JobLoggerSuite.scala b/core/src/test/scala/org/apache/spark/scheduler/JobLoggerSuite.scala index cece60dda7..9c3ca0bb92 100644 --- a/core/src/test/scala/org/apache/spark/scheduler/JobLoggerSuite.scala +++ b/core/src/test/scala/org/apache/spark/scheduler/JobLoggerSuite.scala @@ -60,8 +60,9 @@ class JobLoggerSuite extends FunSuite with LocalSparkContext with ShouldMatchers val rootRdd = makeRdd(4, List(shuffleDep)) val shuffleMapStage = new Stage(1, parentRdd, Some(shuffleDep), Nil, jobID, None) val rootStage = new Stage(0, rootRdd, None, List(shuffleMapStage), jobID, None) - - joblogger.onStageSubmitted(SparkListenerStageSubmitted(rootStage, 4, null)) + val rootStageInfo = new StageInfo(rootStage) + + joblogger.onStageSubmitted(SparkListenerStageSubmitted(rootStageInfo, 4, null)) joblogger.getRddNameTest(parentRdd) should be (parentRdd.getClass.getName) parentRdd.setName("MyRDD") joblogger.getRddNameTest(parentRdd) should be ("MyRDD") diff --git a/core/src/test/scala/org/apache/spark/scheduler/SparkListenerSuite.scala b/core/src/test/scala/org/apache/spark/scheduler/SparkListenerSuite.scala index a549417a47..1fe4e19e89 100644 --- a/core/src/test/scala/org/apache/spark/scheduler/SparkListenerSuite.scala +++ b/core/src/test/scala/org/apache/spark/scheduler/SparkListenerSuite.scala @@ -101,7 +101,7 @@ class SparkListenerSuite extends FunSuite with LocalSparkContext with ShouldMatc class SaveStageInfo extends SparkListener { val stageInfos = mutable.Buffer[StageInfo]() override def onStageCompleted(stage: StageCompleted) { - stageInfos += stage.stageInfo + stageInfos += stage.stage } } From 2fa3c4c49c2b3bbc29e27a1f4c3bd7521944a45c Mon Sep 17 00:00:00 2001 From: Patrick Wendell Date: Sun, 20 Oct 2013 15:43:42 -0700 Subject: [PATCH 34/40] Fix for Spark-870. This patch fixes a bug where the Spark UI didn't display the correct number of total tasks if the number of tasks in a Stage doesn't equal the number of RDD partitions. It also cleans up the listener API a bit by embedding this information in the StageInfo class rather than passing it seperately. --- .../org/apache/spark/scheduler/DAGScheduler.scala | 10 ++++++---- .../scala/org/apache/spark/scheduler/JobLogger.scala | 4 ++-- .../org/apache/spark/scheduler/SparkListener.scala | 2 +- .../main/scala/org/apache/spark/scheduler/Stage.scala | 1 + .../scala/org/apache/spark/scheduler/StageInfo.scala | 3 +-- .../scala/org/apache/spark/ui/jobs/StageTable.scala | 2 +- .../org/apache/spark/scheduler/JobLoggerSuite.scala | 8 +++++--- 7 files changed, 17 insertions(+), 13 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala index 0dec93ff83..b412ee2e2b 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala @@ -183,7 +183,7 @@ class DAGScheduler( shuffleToMapStage.get(shuffleDep.shuffleId) match { case Some(stage) => stage case None => - val stage = newStage(shuffleDep.rdd, Some(shuffleDep), jobId) + val stage = newStage(shuffleDep.rdd, shuffleDep.rdd.partitions.size, Some(shuffleDep), jobId) shuffleToMapStage(shuffleDep.shuffleId) = stage stage } @@ -196,6 +196,7 @@ class DAGScheduler( */ private def newStage( rdd: RDD[_], + numTasks: Int, shuffleDep: Option[ShuffleDependency[_,_]], jobId: Int, callSite: Option[String] = None) @@ -208,7 +209,8 @@ class DAGScheduler( mapOutputTracker.registerShuffle(shuffleDep.get.shuffleId, rdd.partitions.size) } val id = nextStageId.getAndIncrement() - val stage = new Stage(id, rdd, shuffleDep, getParentStages(rdd, jobId), jobId, callSite) + val stage = + new Stage(id, rdd, numTasks, shuffleDep, getParentStages(rdd, jobId), jobId, callSite) stageIdToStage(id) = stage stageToInfos(stage) = StageInfo(stage) stage @@ -362,7 +364,7 @@ class DAGScheduler( private[scheduler] def processEvent(event: DAGSchedulerEvent): Boolean = { event match { case JobSubmitted(jobId, rdd, func, partitions, allowLocal, callSite, listener, properties) => - val finalStage = newStage(rdd, None, jobId, Some(callSite)) + val finalStage = newStage(rdd, partitions.size, None, jobId, Some(callSite)) val job = new ActiveJob(jobId, finalStage, func, partitions, callSite, listener, properties) clearCacheLocs() logInfo("Got job " + job.jobId + " (" + callSite + ") with " + partitions.length + @@ -585,7 +587,7 @@ class DAGScheduler( // must be run listener before possible NotSerializableException // should be "StageSubmitted" first and then "JobEnded" - listenerBus.post(SparkListenerStageSubmitted(stageToInfos(stage), tasks.size, properties)) + listenerBus.post(SparkListenerStageSubmitted(stageToInfos(stage), properties)) if (tasks.size > 0) { // Preemptively serialize a task to make sure it can be serialized. We are catching this diff --git a/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala b/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala index fe1990bcc1..e16436a9c7 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala @@ -207,8 +207,8 @@ class JobLogger(val logDirName: String) extends SparkListener with Logging { } override def onStageSubmitted(stageSubmitted: SparkListenerStageSubmitted) { - stageLogInfo(stageSubmitted.stage.stageId, "STAGE_ID=%d STATUS=SUBMITTED TASK_SIZE=%d".format( - stageSubmitted.stage.stageId, stageSubmitted.taskSize)) + stageLogInfo(stageSubmitted.stage.stageId,"STAGE_ID=%d STATUS=SUBMITTED TASK_SIZE=%d".format( + stageSubmitted.stage.stageId, stageSubmitted.stage.numTasks)) } override def onStageCompleted(stageCompleted: StageCompleted) { diff --git a/core/src/main/scala/org/apache/spark/scheduler/SparkListener.scala b/core/src/main/scala/org/apache/spark/scheduler/SparkListener.scala index 49faa0ba7a..1391993147 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/SparkListener.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/SparkListener.scala @@ -24,7 +24,7 @@ import org.apache.spark.executor.TaskMetrics sealed trait SparkListenerEvents -case class SparkListenerStageSubmitted(stage: StageInfo, taskSize: Int, properties: Properties) +case class SparkListenerStageSubmitted(stage: StageInfo, properties: Properties) extends SparkListenerEvents case class StageCompleted(val stage: StageInfo) extends SparkListenerEvents diff --git a/core/src/main/scala/org/apache/spark/scheduler/Stage.scala b/core/src/main/scala/org/apache/spark/scheduler/Stage.scala index aa293dc6b3..b320d8aa65 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/Stage.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/Stage.scala @@ -39,6 +39,7 @@ import org.apache.spark.storage.BlockManagerId private[spark] class Stage( val id: Int, val rdd: RDD[_], + val numTasks: Int, val shuffleDep: Option[ShuffleDependency[_,_]], // Output shuffle if stage is a map stage val parents: List[Stage], val jobId: Int, diff --git a/core/src/main/scala/org/apache/spark/scheduler/StageInfo.scala b/core/src/main/scala/org/apache/spark/scheduler/StageInfo.scala index 3156071535..52002f48e3 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/StageInfo.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/StageInfo.scala @@ -30,9 +30,8 @@ case class StageInfo( var completionTime: Option[Long] = None val rddName = stage.rdd.toString val name = stage.name - // TODO: We should also track the number of tasks associated with this stage, which may not - // be equal to numPartitions. val numPartitions = stage.numPartitions + val numTasks = stage.numTasks override def toString = rddName } diff --git a/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala b/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala index c47878dcd6..b08cbe8d22 100644 --- a/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala +++ b/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala @@ -94,7 +94,7 @@ private[spark] class StageTable(val stages: Seq[StageInfo], val parent: JobProgr case f if f > 0 => "(%s failed)".format(f) case _ => "" } - val totalTasks = s.numPartitions + val totalTasks = s.numTasks val poolName = listener.stageToPool.get(s.stageId) diff --git a/core/src/test/scala/org/apache/spark/scheduler/JobLoggerSuite.scala b/core/src/test/scala/org/apache/spark/scheduler/JobLoggerSuite.scala index 9c3ca0bb92..8406093246 100644 --- a/core/src/test/scala/org/apache/spark/scheduler/JobLoggerSuite.scala +++ b/core/src/test/scala/org/apache/spark/scheduler/JobLoggerSuite.scala @@ -58,11 +58,13 @@ class JobLoggerSuite extends FunSuite with LocalSparkContext with ShouldMatchers val parentRdd = makeRdd(4, Nil) val shuffleDep = new ShuffleDependency(parentRdd, null) val rootRdd = makeRdd(4, List(shuffleDep)) - val shuffleMapStage = new Stage(1, parentRdd, Some(shuffleDep), Nil, jobID, None) - val rootStage = new Stage(0, rootRdd, None, List(shuffleMapStage), jobID, None) + val shuffleMapStage = + new Stage(1, parentRdd, parentRdd.partitions.size, Some(shuffleDep), Nil, jobID, None) + val rootStage = + new Stage(0, rootRdd, rootRdd.partitions.size, None, List(shuffleMapStage), jobID, None) val rootStageInfo = new StageInfo(rootStage) - joblogger.onStageSubmitted(SparkListenerStageSubmitted(rootStageInfo, 4, null)) + joblogger.onStageSubmitted(SparkListenerStageSubmitted(rootStageInfo, null)) joblogger.getRddNameTest(parentRdd) should be (parentRdd.getClass.getName) parentRdd.setName("MyRDD") joblogger.getRddNameTest(parentRdd) should be ("MyRDD") From 7de0ea4d426e9964dee8173c7dca19601ad0f4b1 Mon Sep 17 00:00:00 2001 From: Patrick Wendell Date: Tue, 22 Oct 2013 10:04:41 -0700 Subject: [PATCH 35/40] Response to code review and adding some more tests --- .../apache/spark/scheduler/DAGScheduler.scala | 6 +- .../apache/spark/scheduler/JobLogger.scala | 4 +- .../spark/scheduler/SparkListener.scala | 2 +- .../org/apache/spark/scheduler/Stage.scala | 3 +- .../apache/spark/scheduler/StageInfo.scala | 5 +- .../org/apache/spark/ui/jobs/IndexPage.scala | 2 +- .../spark/ui/jobs/JobProgressListener.scala | 72 +++++++++---------- .../org/apache/spark/ui/jobs/StagePage.scala | 12 ++-- .../org/apache/spark/ui/jobs/StageTable.scala | 14 ++-- .../spark/scheduler/SparkListenerSuite.scala | 61 ++++++++++++---- 10 files changed, 107 insertions(+), 74 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala index b412ee2e2b..ff68255583 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala @@ -212,7 +212,7 @@ class DAGScheduler( val stage = new Stage(id, rdd, numTasks, shuffleDep, getParentStages(rdd, jobId), jobId, callSite) stageIdToStage(id) = stage - stageToInfos(stage) = StageInfo(stage) + stageToInfos(stage) = new StageInfo(stage) stage } @@ -610,7 +610,6 @@ class DAGScheduler( new TaskSet(tasks.toArray, stage.id, stage.newAttemptId(), stage.jobId, properties)) stage.submissionTime = Some(System.currentTimeMillis()) stageToInfos(stage).submissionTime = Some(System.currentTimeMillis()) - } else { logDebug("Stage " + stage + " is actually done; %b %d %d".format( stage.isAvailable, stage.numAvailableOutputs, stage.numPartitions)) @@ -637,7 +636,6 @@ class DAGScheduler( case _ => "Unkown" } logInfo("%s (%s) finished in %s s".format(stage, stage.name, serviceTime)) - stage.completionTime = Some(System.currentTimeMillis) stageToInfos(stage).completionTime = Some(System.currentTimeMillis()) listenerBus.post(StageCompleted(stageToInfos(stage))) running -= stage @@ -808,7 +806,7 @@ class DAGScheduler( */ private def abortStage(failedStage: Stage, reason: String) { val dependentStages = resultStageToJob.keys.filter(x => stageDependsOn(x, failedStage)).toSeq - failedStage.completionTime = Some(System.currentTimeMillis()) + stageToInfos(failedStage).completionTime = Some(System.currentTimeMillis()) for (resultStage <- dependentStages) { val job = resultStageToJob(resultStage) val error = new SparkException("Job aborted: " + reason) diff --git a/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala b/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala index e16436a9c7..12b0d74fb5 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/JobLogger.scala @@ -212,8 +212,8 @@ class JobLogger(val logDirName: String) extends SparkListener with Logging { } override def onStageCompleted(stageCompleted: StageCompleted) { - stageLogInfo(stageCompleted.stage.stage.id, "STAGE_ID=%d STATUS=COMPLETED".format( - stageCompleted.stage.stage.id)) + stageLogInfo(stageCompleted.stage.stageId, "STAGE_ID=%d STATUS=COMPLETED".format( + stageCompleted.stage.stageId)) } override def onTaskStart(taskStart: SparkListenerTaskStart) { } diff --git a/core/src/main/scala/org/apache/spark/scheduler/SparkListener.scala b/core/src/main/scala/org/apache/spark/scheduler/SparkListener.scala index 1391993147..324cd639b0 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/SparkListener.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/SparkListener.scala @@ -111,7 +111,7 @@ object StatsReportListener extends Logging { val percentilesHeader = "\t" + percentiles.mkString("%\t") + "%" def extractDoubleDistribution(stage:StageCompleted, getMetric: (TaskInfo,TaskMetrics) => Option[Double]): Option[Distribution] = { - Distribution(stage.stage.taskInfos.flatMap{ + Distribution(stage.stage.taskInfos.flatMap { case ((info,metric)) => getMetric(info, metric)}) } diff --git a/core/src/main/scala/org/apache/spark/scheduler/Stage.scala b/core/src/main/scala/org/apache/spark/scheduler/Stage.scala index b320d8aa65..d06633d7d2 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/Stage.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/Stage.scala @@ -51,9 +51,8 @@ private[spark] class Stage( val outputLocs = Array.fill[List[MapStatus]](numPartitions)(Nil) var numAvailableOutputs = 0 - /** When first task was submitted to scheduler. */ + /** When this stage was submitted from the DAGScheduler to a TaskScheduler. */ var submissionTime: Option[Long] = None - var completionTime: Option[Long] = None private var nextAttemptId = 0 diff --git a/core/src/main/scala/org/apache/spark/scheduler/StageInfo.scala b/core/src/main/scala/org/apache/spark/scheduler/StageInfo.scala index 52002f48e3..37bb0891f6 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/StageInfo.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/StageInfo.scala @@ -21,14 +21,15 @@ import scala.collection._ import org.apache.spark.executor.TaskMetrics -case class StageInfo( +class StageInfo( stage: Stage, val taskInfos: mutable.Buffer[(TaskInfo, TaskMetrics)] = mutable.Buffer[(TaskInfo, TaskMetrics)]() ) { val stageId = stage.id + /** When this stage was submitted from the DAGScheduler to a TaskScheduler. */ var submissionTime: Option[Long] = None var completionTime: Option[Long] = None - val rddName = stage.rdd.toString + val rddName = stage.rdd.name val name = stage.name val numPartitions = stage.numPartitions val numTasks = stage.numTasks diff --git a/core/src/main/scala/org/apache/spark/ui/jobs/IndexPage.scala b/core/src/main/scala/org/apache/spark/ui/jobs/IndexPage.scala index b39c0e9769..ca5a28625b 100644 --- a/core/src/main/scala/org/apache/spark/ui/jobs/IndexPage.scala +++ b/core/src/main/scala/org/apache/spark/ui/jobs/IndexPage.scala @@ -38,7 +38,7 @@ private[spark] class IndexPage(parent: JobProgressUI) { val now = System.currentTimeMillis() var activeTime = 0L - for (tasks <- listener.stageToTasksActive.values; t <- tasks) { + for (tasks <- listener.stageIdToTasksActive.values; t <- tasks) { activeTime += t.timeRunning(now) } diff --git a/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala b/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala index c048e9b1e8..9bb8a13ec4 100644 --- a/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala +++ b/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala @@ -36,8 +36,8 @@ private[spark] class JobProgressListener(val sc: SparkContext) extends SparkList val RETAINED_STAGES = System.getProperty("spark.ui.retained_stages", "1000").toInt val DEFAULT_POOL_NAME = "default" - val stageToPool = new HashMap[Int, String]() - val stageToDescription = new HashMap[Int, String]() + val stageIdToPool = new HashMap[Int, String]() + val stageIdToDescription = new HashMap[Int, String]() val poolToActiveStages = new HashMap[String, HashSet[StageInfo]]() val activeStages = HashSet[StageInfo]() @@ -49,20 +49,20 @@ private[spark] class JobProgressListener(val sc: SparkContext) extends SparkList var totalShuffleRead = 0L var totalShuffleWrite = 0L - val stageToTime = HashMap[Int, Long]() - val stageToShuffleRead = HashMap[Int, Long]() - val stageToShuffleWrite = HashMap[Int, Long]() - val stageToTasksActive = HashMap[Int, HashSet[TaskInfo]]() - val stageToTasksComplete = HashMap[Int, Int]() - val stageToTasksFailed = HashMap[Int, Int]() - val stageToTaskInfos = + val stageIdToTime = HashMap[Int, Long]() + val stageIdToShuffleRead = HashMap[Int, Long]() + val stageIdToShuffleWrite = HashMap[Int, Long]() + val stageIdToTasksActive = HashMap[Int, HashSet[TaskInfo]]() + val stageIdToTasksComplete = HashMap[Int, Int]() + val stageIdToTasksFailed = HashMap[Int, Int]() + val stageIdToTaskInfos = HashMap[Int, HashSet[(TaskInfo, Option[TaskMetrics], Option[ExceptionFailure])]]() override def onJobStart(jobStart: SparkListenerJobStart) {} override def onStageCompleted(stageCompleted: StageCompleted) = synchronized { val stage = stageCompleted.stage - poolToActiveStages(stageToPool(stage.stageId)) -= stage + poolToActiveStages(stageIdToPool(stage.stageId)) -= stage activeStages -= stage completedStages += stage trimIfNecessary(completedStages) @@ -73,15 +73,15 @@ private[spark] class JobProgressListener(val sc: SparkContext) extends SparkList if (stages.size > RETAINED_STAGES) { val toRemove = RETAINED_STAGES / 10 stages.takeRight(toRemove).foreach( s => { - stageToTaskInfos.remove(s.stageId) - stageToTime.remove(s.stageId) - stageToShuffleRead.remove(s.stageId) - stageToShuffleWrite.remove(s.stageId) - stageToTasksActive.remove(s.stageId) - stageToTasksComplete.remove(s.stageId) - stageToTasksFailed.remove(s.stageId) - stageToPool.remove(s.stageId) - if (stageToDescription.contains(s.stageId)) {stageToDescription.remove(s.stageId)} + stageIdToTaskInfos.remove(s.stageId) + stageIdToTime.remove(s.stageId) + stageIdToShuffleRead.remove(s.stageId) + stageIdToShuffleWrite.remove(s.stageId) + stageIdToTasksActive.remove(s.stageId) + stageIdToTasksComplete.remove(s.stageId) + stageIdToTasksFailed.remove(s.stageId) + stageIdToPool.remove(s.stageId) + if (stageIdToDescription.contains(s.stageId)) {stageIdToDescription.remove(s.stageId)} }) stages.trimEnd(toRemove) } @@ -95,12 +95,12 @@ private[spark] class JobProgressListener(val sc: SparkContext) extends SparkList val poolName = Option(stageSubmitted.properties).map { p => p.getProperty("spark.scheduler.pool", DEFAULT_POOL_NAME) }.getOrElse(DEFAULT_POOL_NAME) - stageToPool(stage.stageId) = poolName + stageIdToPool(stage.stageId) = poolName val description = Option(stageSubmitted.properties).flatMap { p => Option(p.getProperty(SparkContext.SPARK_JOB_DESCRIPTION)) } - description.map(d => stageToDescription(stage.stageId) = d) + description.map(d => stageIdToDescription(stage.stageId) = d) val stages = poolToActiveStages.getOrElseUpdate(poolName, new HashSet[StageInfo]()) stages += stage @@ -108,50 +108,50 @@ private[spark] class JobProgressListener(val sc: SparkContext) extends SparkList override def onTaskStart(taskStart: SparkListenerTaskStart) = synchronized { val sid = taskStart.task.stageId - val tasksActive = stageToTasksActive.getOrElseUpdate(sid, new HashSet[TaskInfo]()) + val tasksActive = stageIdToTasksActive.getOrElseUpdate(sid, new HashSet[TaskInfo]()) tasksActive += taskStart.taskInfo - val taskList = stageToTaskInfos.getOrElse( + val taskList = stageIdToTaskInfos.getOrElse( sid, HashSet[(TaskInfo, Option[TaskMetrics], Option[ExceptionFailure])]()) taskList += ((taskStart.taskInfo, None, None)) - stageToTaskInfos(sid) = taskList + stageIdToTaskInfos(sid) = taskList } override def onTaskEnd(taskEnd: SparkListenerTaskEnd) = synchronized { val sid = taskEnd.task.stageId - val tasksActive = stageToTasksActive.getOrElseUpdate(sid, new HashSet[TaskInfo]()) + val tasksActive = stageIdToTasksActive.getOrElseUpdate(sid, new HashSet[TaskInfo]()) tasksActive -= taskEnd.taskInfo val (failureInfo, metrics): (Option[ExceptionFailure], Option[TaskMetrics]) = taskEnd.reason match { case e: ExceptionFailure => - stageToTasksFailed(sid) = stageToTasksFailed.getOrElse(sid, 0) + 1 + stageIdToTasksFailed(sid) = stageIdToTasksFailed.getOrElse(sid, 0) + 1 (Some(e), e.metrics) case _ => - stageToTasksComplete(sid) = stageToTasksComplete.getOrElse(sid, 0) + 1 + stageIdToTasksComplete(sid) = stageIdToTasksComplete.getOrElse(sid, 0) + 1 (None, Option(taskEnd.taskMetrics)) } - stageToTime.getOrElseUpdate(sid, 0L) + stageIdToTime.getOrElseUpdate(sid, 0L) val time = metrics.map(m => m.executorRunTime).getOrElse(0) - stageToTime(sid) += time + stageIdToTime(sid) += time totalTime += time - stageToShuffleRead.getOrElseUpdate(sid, 0L) + stageIdToShuffleRead.getOrElseUpdate(sid, 0L) val shuffleRead = metrics.flatMap(m => m.shuffleReadMetrics).map(s => s.remoteBytesRead).getOrElse(0L) - stageToShuffleRead(sid) += shuffleRead + stageIdToShuffleRead(sid) += shuffleRead totalShuffleRead += shuffleRead - stageToShuffleWrite.getOrElseUpdate(sid, 0L) + stageIdToShuffleWrite.getOrElseUpdate(sid, 0L) val shuffleWrite = metrics.flatMap(m => m.shuffleWriteMetrics).map(s => s.shuffleBytesWritten).getOrElse(0L) - stageToShuffleWrite(sid) += shuffleWrite + stageIdToShuffleWrite(sid) += shuffleWrite totalShuffleWrite += shuffleWrite - val taskList = stageToTaskInfos.getOrElse( + val taskList = stageIdToTaskInfos.getOrElse( sid, HashSet[(TaskInfo, Option[TaskMetrics], Option[ExceptionFailure])]()) taskList -= ((taskEnd.taskInfo, None, None)) taskList += ((taskEnd.taskInfo, metrics, failureInfo)) - stageToTaskInfos(sid) = taskList + stageIdToTaskInfos(sid) = taskList } override def onJobEnd(jobEnd: SparkListenerJobEnd) = synchronized { @@ -164,7 +164,7 @@ private[spark] class JobProgressListener(val sc: SparkContext) extends SparkList val stageInfo = activeStages.filter(s => s.stageId == stage.id).headOption stageInfo.foreach {s => activeStages -= s - poolToActiveStages(stageToPool(stage.id)) -= s + poolToActiveStages(stageIdToPool(stage.id)) -= s failedStages += s trimIfNecessary(failedStages) } 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 b7c81d091c..0dd57235e3 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 @@ -40,7 +40,7 @@ private[spark] class StagePage(parent: JobProgressUI) { val stageId = request.getParameter("id").toInt val now = System.currentTimeMillis() - if (!listener.stageToTaskInfos.contains(stageId)) { + if (!listener.stageIdToTaskInfos.contains(stageId)) { val content =

    Summary Metrics

    No tasks have started yet @@ -49,23 +49,23 @@ private[spark] class StagePage(parent: JobProgressUI) { return headerSparkPage(content, parent.sc, "Details for Stage %s".format(stageId), Stages) } - val tasks = listener.stageToTaskInfos(stageId).toSeq.sortBy(_._1.launchTime) + val tasks = listener.stageIdToTaskInfos(stageId).toSeq.sortBy(_._1.launchTime) val numCompleted = tasks.count(_._1.finished) - val shuffleReadBytes = listener.stageToShuffleRead.getOrElse(stageId, 0L) + val shuffleReadBytes = listener.stageIdToShuffleRead.getOrElse(stageId, 0L) val hasShuffleRead = shuffleReadBytes > 0 - val shuffleWriteBytes = listener.stageToShuffleWrite.getOrElse(stageId, 0L) + val shuffleWriteBytes = listener.stageIdToShuffleWrite.getOrElse(stageId, 0L) val hasShuffleWrite = shuffleWriteBytes > 0 var activeTime = 0L - listener.stageToTasksActive(stageId).foreach(activeTime += _.timeRunning(now)) + listener.stageIdToTasksActive(stageId).foreach(activeTime += _.timeRunning(now)) val summary =
    • CPU time: - {parent.formatDuration(listener.stageToTime.getOrElse(stageId, 0L) + activeTime)} + {parent.formatDuration(listener.stageIdToTime.getOrElse(stageId, 0L) + activeTime)}
    • {if (hasShuffleRead)
    • diff --git a/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala b/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala index b08cbe8d22..2c29ea7d44 100644 --- a/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala +++ b/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala @@ -79,28 +79,28 @@ private[spark] class StageTable(val stages: Seq[StageInfo], val parent: JobProgr case None => "Unknown" } - val shuffleRead = listener.stageToShuffleRead.getOrElse(s.stageId, 0L) match { + val shuffleRead = listener.stageIdToShuffleRead.getOrElse(s.stageId, 0L) match { case 0 => "" case b => Utils.bytesToString(b) } - val shuffleWrite = listener.stageToShuffleWrite.getOrElse(s.stageId, 0L) match { + val shuffleWrite = listener.stageIdToShuffleWrite.getOrElse(s.stageId, 0L) match { case 0 => "" case b => Utils.bytesToString(b) } - val startedTasks = listener.stageToTasksActive.getOrElse(s.stageId, HashSet[TaskInfo]()).size - val completedTasks = listener.stageToTasksComplete.getOrElse(s.stageId, 0) - val failedTasks = listener.stageToTasksFailed.getOrElse(s.stageId, 0) match { + val startedTasks = listener.stageIdToTasksActive.getOrElse(s.stageId, HashSet[TaskInfo]()).size + val completedTasks = listener.stageIdToTasksComplete.getOrElse(s.stageId, 0) + val failedTasks = listener.stageIdToTasksFailed.getOrElse(s.stageId, 0) match { case f if f > 0 => "(%s failed)".format(f) case _ => "" } val totalTasks = s.numTasks - val poolName = listener.stageToPool.get(s.stageId) + val poolName = listener.stageIdToPool.get(s.stageId) val nameLink = {s.toString} - val description = listener.stageToDescription.get(s.stageId) + val description = listener.stageIdToDescription.get(s.stageId) .map(d =>
      {d}
      {nameLink}
      ).getOrElse(nameLink) val finishTime = s.completionTime.getOrElse(System.currentTimeMillis()) val duration = s.submissionTime.map(t => finishTime - t) diff --git a/core/src/test/scala/org/apache/spark/scheduler/SparkListenerSuite.scala b/core/src/test/scala/org/apache/spark/scheduler/SparkListenerSuite.scala index 1fe4e19e89..5ce92bc8d5 100644 --- a/core/src/test/scala/org/apache/spark/scheduler/SparkListenerSuite.scala +++ b/core/src/test/scala/org/apache/spark/scheduler/SparkListenerSuite.scala @@ -17,16 +17,57 @@ package org.apache.spark.scheduler -import org.scalatest.FunSuite -import org.apache.spark.{SparkContext, LocalSparkContext} +import org.scalatest.{BeforeAndAfter, FunSuite} +import org.apache.spark.{TaskContext, SparkContext, LocalSparkContext} import scala.collection.mutable import org.scalatest.matchers.ShouldMatchers import org.apache.spark.SparkContext._ -class SparkListenerSuite extends FunSuite with LocalSparkContext with ShouldMatchers { +class SparkListenerSuite extends FunSuite with LocalSparkContext with ShouldMatchers + with BeforeAndAfter { + /** Length of time to wait while draining listener events. */ + val WAIT_TIMEOUT_MILLIS = 10000 + + before { + sc = new SparkContext("local", "DAGSchedulerSuite") + } + + test("basic creation of StageInfo") { + val listener = new SaveStageInfo + sc.addSparkListener(listener) + val rdd1 = sc.parallelize(1 to 100, 4) + val rdd2 = rdd1.map(x => x.toString) + rdd2.setName("Target RDD") + rdd2.count + + assert(sc.dagScheduler.listenerBus.waitUntilEmpty(WAIT_TIMEOUT_MILLIS)) + + listener.stageInfos.size should be {1} + val first = listener.stageInfos.head + first.rddName should be {"Target RDD"} + first.numTasks should be {4} + first.numPartitions should be {4} + first.submissionTime should be ('defined) + first.completionTime should be ('defined) + first.taskInfos.length should be {4} + } + + test("StageInfo with fewer tasks than partitions") { + val listener = new SaveStageInfo + sc.addSparkListener(listener) + val rdd1 = sc.parallelize(1 to 100, 4) + val rdd2 = rdd1.map(x => x.toString) + sc.runJob(rdd2, (items: Iterator[String]) => items.size, Seq(0, 1), true) + + assert(sc.dagScheduler.listenerBus.waitUntilEmpty(WAIT_TIMEOUT_MILLIS)) + + listener.stageInfos.size should be {1} + val first = listener.stageInfos.head + first.numTasks should be {2} + first.numPartitions should be {4} + } test("local metrics") { - sc = new SparkContext("local[4]", "test") val listener = new SaveStageInfo sc.addSparkListener(listener) sc.addSparkListener(new StatsReportListener) @@ -39,7 +80,6 @@ class SparkListenerSuite extends FunSuite with LocalSparkContext with ShouldMatc val d = sc.parallelize(1 to 1e4.toInt, 64).map{i => w(i)} d.count() - val WAIT_TIMEOUT_MILLIS = 10000 assert(sc.dagScheduler.listenerBus.waitUntilEmpty(WAIT_TIMEOUT_MILLIS)) listener.stageInfos.size should be (1) @@ -64,7 +104,7 @@ class SparkListenerSuite extends FunSuite with LocalSparkContext with ShouldMatc checkNonZeroAvg( stageInfo.taskInfos.map{_._2.executorDeserializeTime.toLong}, stageInfo + " executorDeserializeTime") - if (stageInfo.stage.rdd.name == d4.name) { + if (stageInfo.rddName == d4.name) { checkNonZeroAvg( stageInfo.taskInfos.map{_._2.shuffleReadMetrics.get.fetchWaitTime}, stageInfo + " fetchWaitTime") @@ -72,11 +112,11 @@ class SparkListenerSuite extends FunSuite with LocalSparkContext with ShouldMatc stageInfo.taskInfos.foreach { case (taskInfo, taskMetrics) => taskMetrics.resultSize should be > (0l) - if (isStage(stageInfo, Set(d2.name, d3.name), Set(d4.name))) { + if (stageInfo.rddName == d2.name || stageInfo.rddName == d3.name) { taskMetrics.shuffleWriteMetrics should be ('defined) taskMetrics.shuffleWriteMetrics.get.shuffleBytesWritten should be > (0l) } - if (stageInfo.stage.rdd.name == d4.name) { + if (stageInfo.rddName == d4.name) { taskMetrics.shuffleReadMetrics should be ('defined) val sm = taskMetrics.shuffleReadMetrics.get sm.totalBlocksFetched should be > (0) @@ -93,11 +133,6 @@ class SparkListenerSuite extends FunSuite with LocalSparkContext with ShouldMatc assert(m.sum / m.size.toDouble > 0.0, msg) } - def isStage(stageInfo: StageInfo, rddNames: Set[String], excludedNames: Set[String]) = { - val names = Set(stageInfo.stage.rdd.name) ++ stageInfo.stage.rdd.dependencies.map{_.rdd.name} - !names.intersect(rddNames).isEmpty && names.intersect(excludedNames).isEmpty - } - class SaveStageInfo extends SparkListener { val stageInfos = mutable.Buffer[StageInfo]() override def onStageCompleted(stage: StageCompleted) { From c22046b3cc740733b86ddf6daa638de447c32c73 Mon Sep 17 00:00:00 2001 From: Patrick Wendell Date: Tue, 22 Oct 2013 10:37:09 -0700 Subject: [PATCH 36/40] Minor clean-up in review --- .../main/scala/org/apache/spark/scheduler/DAGScheduler.scala | 5 ++--- core/src/main/scala/org/apache/spark/scheduler/Stage.scala | 4 ---- .../org/apache/spark/scheduler/SparkListenerSuite.scala | 2 +- 3 files changed, 3 insertions(+), 8 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala index ff68255583..dda194d953 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala @@ -608,7 +608,6 @@ class DAGScheduler( logDebug("New pending tasks: " + myPending) taskSched.submitTasks( new TaskSet(tasks.toArray, stage.id, stage.newAttemptId(), stage.jobId, properties)) - stage.submissionTime = Some(System.currentTimeMillis()) stageToInfos(stage).submissionTime = Some(System.currentTimeMillis()) } else { logDebug("Stage " + stage + " is actually done; %b %d %d".format( @@ -631,9 +630,9 @@ class DAGScheduler( val stage = stageIdToStage(task.stageId) def markStageAsFinished(stage: Stage) = { - val serviceTime = stage.submissionTime match { + val serviceTime = stageToInfos(stage).submissionTime match { case Some(t) => "%.03f".format((System.currentTimeMillis() - t) / 1000.0) - case _ => "Unkown" + case _ => "Unknown" } logInfo("%s (%s) finished in %s s".format(stage, stage.name, serviceTime)) stageToInfos(stage).completionTime = Some(System.currentTimeMillis()) diff --git a/core/src/main/scala/org/apache/spark/scheduler/Stage.scala b/core/src/main/scala/org/apache/spark/scheduler/Stage.scala index d06633d7d2..7cb3fe46e5 100644 --- a/core/src/main/scala/org/apache/spark/scheduler/Stage.scala +++ b/core/src/main/scala/org/apache/spark/scheduler/Stage.scala @@ -50,10 +50,6 @@ private[spark] class Stage( val numPartitions = rdd.partitions.size val outputLocs = Array.fill[List[MapStatus]](numPartitions)(Nil) var numAvailableOutputs = 0 - - /** When this stage was submitted from the DAGScheduler to a TaskScheduler. */ - var submissionTime: Option[Long] = None - private var nextAttemptId = 0 def isAvailable: Boolean = { diff --git a/core/src/test/scala/org/apache/spark/scheduler/SparkListenerSuite.scala b/core/src/test/scala/org/apache/spark/scheduler/SparkListenerSuite.scala index 5ce92bc8d5..42ca988f7a 100644 --- a/core/src/test/scala/org/apache/spark/scheduler/SparkListenerSuite.scala +++ b/core/src/test/scala/org/apache/spark/scheduler/SparkListenerSuite.scala @@ -18,7 +18,7 @@ package org.apache.spark.scheduler import org.scalatest.{BeforeAndAfter, FunSuite} -import org.apache.spark.{TaskContext, SparkContext, LocalSparkContext} +import org.apache.spark.{LocalSparkContext, SparkContext} import scala.collection.mutable import org.scalatest.matchers.ShouldMatchers import org.apache.spark.SparkContext._ From 317a9eb1ceb165a74493c452a6c5fc0f9b5e2760 Mon Sep 17 00:00:00 2001 From: Ewen Cheslack-Postava Date: Tue, 22 Oct 2013 11:26:49 -0700 Subject: [PATCH 37/40] Pass self to SparkContext._ensure_initialized. The constructor for SparkContext should pass in self so that we track the current context and produce errors if another one is created. Add a doctest to make sure creating multiple contexts triggers the exception. --- python/pyspark/context.py | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/python/pyspark/context.py b/python/pyspark/context.py index 22f5d92a3b..a7ca8bc888 100644 --- a/python/pyspark/context.py +++ b/python/pyspark/context.py @@ -67,8 +67,17 @@ class SparkContext(object): @param batchSize: The number of Python objects represented as a single Java object. Set 1 to disable batching or -1 to use an unlimited batch size. + + + >>> from pyspark.context import SparkContext + >>> sc = SparkContext('local', 'test') + + >>> sc2 = SparkContext('local', 'test2') # doctest: +IGNORE_EXCEPTION_DETAIL + Traceback (most recent call last): + ... + ValueError:... """ - SparkContext._ensure_initialized() + SparkContext._ensure_initialized(self) self.master = master self.jobName = jobName From c8748c25eb2812d82a1b6b8433a1531bb00fa335 Mon Sep 17 00:00:00 2001 From: Ewen Cheslack-Postava Date: Tue, 22 Oct 2013 11:49:52 -0700 Subject: [PATCH 38/40] Add notes to python documentation about using SparkContext.setSystemProperty. --- docs/python-programming-guide.md | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/docs/python-programming-guide.md b/docs/python-programming-guide.md index 6c2336ad0c..55e39b1de1 100644 --- a/docs/python-programming-guide.md +++ b/docs/python-programming-guide.md @@ -131,6 +131,17 @@ sc = SparkContext("local", "App Name", pyFiles=['MyFile.py', 'lib.zip', 'app.egg Files listed here will be added to the `PYTHONPATH` and shipped to remote worker machines. Code dependencies can be added to an existing SparkContext using its `addPyFile()` method. +You can set [system properties](configuration.html#system-properties) +using `SparkContext.setSystemProperty()` class method *before* +instantiating SparkContext. For example, to set the amount of memory +per executor process: + +{% highlight python %} +from pyspark import SparkContext +SparkContext.setSystemProperty('spark.executor.memory', '2g') +sc = SparkContext("local", "App Name") +{% endhighlight %} + # API Docs [API documentation](api/pyspark/index.html) for PySpark is available as Epydoc. From ab5ece19a369ef4521c837c116e1cb4cc4e2e055 Mon Sep 17 00:00:00 2001 From: Patrick Wendell Date: Tue, 22 Oct 2013 13:03:08 -0700 Subject: [PATCH 39/40] Formatting cleanup --- .../org/apache/spark/storage/StoragePerfTester.scala | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/storage/StoragePerfTester.scala b/core/src/main/scala/org/apache/spark/storage/StoragePerfTester.scala index 1b074e5ec7..7dcadc3805 100644 --- a/core/src/main/scala/org/apache/spark/storage/StoragePerfTester.scala +++ b/core/src/main/scala/org/apache/spark/storage/StoragePerfTester.scala @@ -7,9 +7,11 @@ import org.apache.spark.serializer.KryoSerializer import org.apache.spark.SparkContext import org.apache.spark.util.Utils -/** Utility for micro-benchmarking shuffle write performance. - * - * Writes simulated shuffle output from several threads and records the observed throughput*/ +/** + * Utility for micro-benchmarking shuffle write performance. + * + * Writes simulated shuffle output from several threads and records the observed throughput. + */ object StoragePerfTester { def main(args: Array[String]) = { /** Total amount of data to generate. Distributed evenly amongst maps and reduce splits. */ From 768eb9c9629f0e3c24477acf87ad15938ddd75ce Mon Sep 17 00:00:00 2001 From: Josh Rosen Date: Tue, 22 Oct 2013 14:26:34 -0700 Subject: [PATCH 40/40] Remove redundant Java Function call() definitions This should fix SPARK-902, an issue where some Java API Function classes could cause AbstractMethodErrors when user code is compiled using the Eclipse compiler. Thanks to @MartinWeindel for diagnosing this problem. (This PR subsumes / closes #30) --- .../spark/api/java/function/DoubleFlatMapFunction.java | 10 ++-------- .../apache/spark/api/java/function/DoubleFunction.java | 5 +---- .../spark/api/java/function/FlatMapFunction.scala | 3 --- .../spark/api/java/function/FlatMapFunction2.scala | 3 --- .../org/apache/spark/api/java/function/Function.java | 3 --- .../org/apache/spark/api/java/function/Function2.java | 3 --- .../spark/api/java/function/PairFlatMapFunction.java | 3 --- .../apache/spark/api/java/function/PairFunction.java | 6 +----- 8 files changed, 4 insertions(+), 32 deletions(-) diff --git a/core/src/main/scala/org/apache/spark/api/java/function/DoubleFlatMapFunction.java b/core/src/main/scala/org/apache/spark/api/java/function/DoubleFlatMapFunction.java index 4830067f7a..3e85052cd0 100644 --- a/core/src/main/scala/org/apache/spark/api/java/function/DoubleFlatMapFunction.java +++ b/core/src/main/scala/org/apache/spark/api/java/function/DoubleFlatMapFunction.java @@ -18,8 +18,6 @@ package org.apache.spark.api.java.function; -import scala.runtime.AbstractFunction1; - import java.io.Serializable; /** @@ -27,11 +25,7 @@ import java.io.Serializable; */ // DoubleFlatMapFunction does not extend FlatMapFunction because flatMap is // overloaded for both FlatMapFunction and DoubleFlatMapFunction. -public abstract class DoubleFlatMapFunction extends AbstractFunction1> +public abstract class DoubleFlatMapFunction extends WrappedFunction1> implements Serializable { - - public abstract Iterable call(T t); - - @Override - public final Iterable apply(T t) { return call(t); } + // Intentionally left blank } diff --git a/core/src/main/scala/org/apache/spark/api/java/function/DoubleFunction.java b/core/src/main/scala/org/apache/spark/api/java/function/DoubleFunction.java index db34cd190a..5e9b8c48b8 100644 --- a/core/src/main/scala/org/apache/spark/api/java/function/DoubleFunction.java +++ b/core/src/main/scala/org/apache/spark/api/java/function/DoubleFunction.java @@ -18,8 +18,6 @@ package org.apache.spark.api.java.function; -import scala.runtime.AbstractFunction1; - import java.io.Serializable; /** @@ -29,6 +27,5 @@ import java.io.Serializable; // are overloaded for both Function and DoubleFunction. public abstract class DoubleFunction extends WrappedFunction1 implements Serializable { - - public abstract Double call(T t) throws Exception; + // Intentionally left blank } diff --git a/core/src/main/scala/org/apache/spark/api/java/function/FlatMapFunction.scala b/core/src/main/scala/org/apache/spark/api/java/function/FlatMapFunction.scala index 158539a846..2dfda8b09a 100644 --- a/core/src/main/scala/org/apache/spark/api/java/function/FlatMapFunction.scala +++ b/core/src/main/scala/org/apache/spark/api/java/function/FlatMapFunction.scala @@ -21,8 +21,5 @@ package org.apache.spark.api.java.function * A function that returns zero or more output records from each input record. */ abstract class FlatMapFunction[T, R] extends Function[T, java.lang.Iterable[R]] { - @throws(classOf[Exception]) - def call(x: T) : java.lang.Iterable[R] - def elementType() : ClassManifest[R] = ClassManifest.Any.asInstanceOf[ClassManifest[R]] } diff --git a/core/src/main/scala/org/apache/spark/api/java/function/FlatMapFunction2.scala b/core/src/main/scala/org/apache/spark/api/java/function/FlatMapFunction2.scala index 5ef6a814f5..528e1c0a7c 100644 --- a/core/src/main/scala/org/apache/spark/api/java/function/FlatMapFunction2.scala +++ b/core/src/main/scala/org/apache/spark/api/java/function/FlatMapFunction2.scala @@ -21,8 +21,5 @@ package org.apache.spark.api.java.function * A function that takes two inputs and returns zero or more output records. */ abstract class FlatMapFunction2[A, B, C] extends Function2[A, B, java.lang.Iterable[C]] { - @throws(classOf[Exception]) - def call(a: A, b:B) : java.lang.Iterable[C] - def elementType() : ClassManifest[C] = ClassManifest.Any.asInstanceOf[ClassManifest[C]] } diff --git a/core/src/main/scala/org/apache/spark/api/java/function/Function.java b/core/src/main/scala/org/apache/spark/api/java/function/Function.java index b9070cfd83..ce368ee01b 100644 --- a/core/src/main/scala/org/apache/spark/api/java/function/Function.java +++ b/core/src/main/scala/org/apache/spark/api/java/function/Function.java @@ -19,7 +19,6 @@ package org.apache.spark.api.java.function; import scala.reflect.ClassManifest; import scala.reflect.ClassManifest$; -import scala.runtime.AbstractFunction1; import java.io.Serializable; @@ -30,8 +29,6 @@ import java.io.Serializable; * when mapping RDDs of other types. */ public abstract class Function extends WrappedFunction1 implements Serializable { - public abstract R call(T t) throws Exception; - public ClassManifest returnType() { return (ClassManifest) ClassManifest$.MODULE$.fromClass(Object.class); } diff --git a/core/src/main/scala/org/apache/spark/api/java/function/Function2.java b/core/src/main/scala/org/apache/spark/api/java/function/Function2.java index d4c9154869..44ad559d48 100644 --- a/core/src/main/scala/org/apache/spark/api/java/function/Function2.java +++ b/core/src/main/scala/org/apache/spark/api/java/function/Function2.java @@ -19,7 +19,6 @@ package org.apache.spark.api.java.function; import scala.reflect.ClassManifest; import scala.reflect.ClassManifest$; -import scala.runtime.AbstractFunction2; import java.io.Serializable; @@ -29,8 +28,6 @@ import java.io.Serializable; public abstract class Function2 extends WrappedFunction2 implements Serializable { - public abstract R call(T1 t1, T2 t2) throws Exception; - public ClassManifest returnType() { return (ClassManifest) ClassManifest$.MODULE$.fromClass(Object.class); } diff --git a/core/src/main/scala/org/apache/spark/api/java/function/PairFlatMapFunction.java b/core/src/main/scala/org/apache/spark/api/java/function/PairFlatMapFunction.java index c0e5544b7d..6d76a8f970 100644 --- a/core/src/main/scala/org/apache/spark/api/java/function/PairFlatMapFunction.java +++ b/core/src/main/scala/org/apache/spark/api/java/function/PairFlatMapFunction.java @@ -20,7 +20,6 @@ package org.apache.spark.api.java.function; import scala.Tuple2; import scala.reflect.ClassManifest; import scala.reflect.ClassManifest$; -import scala.runtime.AbstractFunction1; import java.io.Serializable; @@ -34,8 +33,6 @@ public abstract class PairFlatMapFunction extends WrappedFunction1>> implements Serializable { - public abstract Iterable> call(T t) throws Exception; - public ClassManifest keyType() { return (ClassManifest) ClassManifest$.MODULE$.fromClass(Object.class); } diff --git a/core/src/main/scala/org/apache/spark/api/java/function/PairFunction.java b/core/src/main/scala/org/apache/spark/api/java/function/PairFunction.java index 40480fe8e8..ede7ceefb5 100644 --- a/core/src/main/scala/org/apache/spark/api/java/function/PairFunction.java +++ b/core/src/main/scala/org/apache/spark/api/java/function/PairFunction.java @@ -20,7 +20,6 @@ package org.apache.spark.api.java.function; import scala.Tuple2; import scala.reflect.ClassManifest; import scala.reflect.ClassManifest$; -import scala.runtime.AbstractFunction1; import java.io.Serializable; @@ -29,12 +28,9 @@ import java.io.Serializable; */ // PairFunction does not extend Function because some UDF functions, like map, // are overloaded for both Function and PairFunction. -public abstract class PairFunction - extends WrappedFunction1> +public abstract class PairFunction extends WrappedFunction1> implements Serializable { - public abstract Tuple2 call(T t) throws Exception; - public ClassManifest keyType() { return (ClassManifest) ClassManifest$.MODULE$.fromClass(Object.class); }

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