日志
用sparkStreaming实时做wordCount出现的错误
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object SparkStreamingWordCount {
def main(args: Array[String]): Unit = {
//离线任务是创建SparkContext，现在要实现实时计算，用StreamingContext
val conf = new SparkConf().setAppName("SparkStreamingWordCount").setMaster("local[2]")
val sc = new SparkContext(conf)
//StreamingContext是对SparkContext的包装，包了一层就增加了实时的功能
//第二个参数是小批次产生的时间间隔
val ssc = new StreamingContext(sc, Milliseconds(5000))
//有了StreamingContext，就可以创建SparkStreaming的抽象了DSteam
//从一个socket端口中读取数据
//在Linux上用yum安装nc
//yum install -y nc
val lines: ReceiverInputDStream[String] = ssc.socketTextStream("192.168.133.128", 8888)
//对DSteam进行操作，你操作这个抽象（代理，描述），就像操作一个本地的集合一样
//切分压平
val words: DStream[String] = lines.flatMap(_.split(" "))
//单词和一组合在一起
val wordAndOne: DStream[(String, Int)] = words.map((_, 1))
//聚合
val reduced: DStream[(String, Int)] = wordAndOne.reduceByKey(_+_)
//打印结果(Action)
reduced.print()
//启动sparksteaming程序
ssc.start()
//等待优雅的退出
ssc.awaitTermination()
}
}
启动上述程序时出现如下错误：
"C:\Program Files\Java\jdk1.8.0_121\bin\java.exe" "-javaagent:E:\IntelliJ IDEA 2018.2.6\lib\idea_rt.jar=65075:E:\IntelliJ IDEA 2018.2.6\bin" -Dfile.encoding=UTF-8 -classpath "C:\Program Files\Java\jdk1.8.0_121\jre\lib\charsets.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\deploy.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\ext\access-bridge-64.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\ext\cldrdata.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\ext\dnsns.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\ext\jaccess.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\ext\jfxrt.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\ext\localedata.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\ext\nashorn.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\ext\sunec.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\ext\sunjce_provider.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\ext\sunmscapi.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\ext\sunpkcs11.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\ext\zipfs.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\javaws.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\jce.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\jfr.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\jfxswt.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\jsse.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\management-agent.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\plugin.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\resources.jar;C:\Program Files\Java\jdk1.8.0_121\jre\lib\rt.jar;E:\ma\SparkTest\target\classes;D:\repository\org\scala-lang\scala-library\2.11.7\scala-library-2.11.7.jar;D:\repository\org\apache\spark\spark-core_2.11\2.1.1\spark-core_2.11-2.1.1.jar;D:\repository\org\apache\avro\avro-mapred\1.7.7\avro-mapred-1.7.7-hadoop2.jar;D:\repository\org\apache\avro\avro-ipc\1.7.7\avro-ipc-1.7.7.jar;D:\repository\org\apache\avro\avro-ipc\1.7.7\avro-ipc-1.7.7-tests.jar;D:\repository\org\codehaus\jackson\jackson-core-asl\1.9.13\jackson-core-asl-1.9.13.jar;D:\repository\com\twitter\chill_2.11\0.8.0\chill_2.11-0.8.0.jar;D:\repository\com\esotericsoftware\kryo-shaded\3.0.3\kryo-shaded-3.0.3.jar;D:\repository\com\esotericsoftware\minlog\1.3.0\minlog-1.3.0.jar;D:\repository\org\objenesis\objenesis\2.1\objenesis-2.1.jar;D:\repository\com\twitter\chill-java\0.8.0\chill-java-0.8.0.jar;D:\repository\org\apache\xbean\xbean-asm5-shaded\4.4\xbean-asm5-shaded-4.4.jar;D:\repository\org\apache\spark\spark-launcher_2.11\2.1.1\spark-launcher_2.11-2.1.1.jar;D:\repository\org\apache\spark\spark-network-common_2.11\2.1.1\spark-network-common_2.11-2.1.1.jar;D:\repository\org\fusesource\leveldbjni\leveldbjni-all\1.8\leveldbjni-all-1.8.jar;D:\repository\com\fasterxml\jackson\core\jackson-annotations\2.6.5\jackson-annotations-2.6.5.jar;D:\repository\org\apache\spark\spark-network-shuffle_2.11\2.1.1\spark-network-shuffle_2.11-2.1.1.jar;D:\repository\org\apache\spark\spark-unsafe_2.11\2.1.1\spark-unsafe_2.11-2.1.1.jar;D:\repository\net\java\dev\jets3t\jets3t\0.7.1\jets3t-0.7.1.jar;D:\repository\org\apache\curator\curator-recipes\2.4.0\curator-recipes-2.4.0.jar;D:\repository\org\apache\curator\curator-framework\2.4.0\curator-framework-2.4.0.jar;D:\repository\com\google\guava\guava\14.0.1\guava-14.0.1.jar;D:\repository\javax\servlet\javax.servlet-api\3.1.0\javax.servlet-api-3.1.0.jar;D:\repository\org\apache\commons\commons-lang3\3.5\commons-lang3-3.5.jar;D:\repository\org\apache\commons\commons-math3\3.4.1\commons-math3-3.4.1.jar;D:\repository\com\google\code\findbugs\jsr305\1.3.9\jsr305-1.3.9.jar;D:\repository\org\slf4j\slf4j-api\1.7.16\slf4j-api-1.7.16.jar;D:\repository\org\slf4j\jul-to-slf4j\1.7.16\jul-to-slf4j-1.7.16.jar;D:\repository\org\slf4j\jcl-over-slf4j\1.7.16\jcl-over-slf4j-1.7.16.jar;D:\repository\log4j\log4j\1.2.17\log4j-1.2.17.jar;D:\repository\org\slf4j\slf4j-log4j12\1.7.16\slf4j-log4j12-1.7.16.jar;D:\repository\com\ning\compress-lzf\1.0.3\compress-lzf-1.0.3.jar;D:\repository\org\xerial\snappy\snappy-java\1.1.2.6\snappy-java-1.1.2.6.jar;D:\repository\net\jpountz\lz4\lz4\1.3.0\lz4-1.3.0.jar;D:\repository\org\roaringbitmap\RoaringBitmap\0.5.11\RoaringBitmap-0.5.11.jar;D:\repository\commons-net\commons-net\2.2\commons-net-2.2.jar;D:\repository\org\json4s\json4s-jackson_2.11\3.2.11\json4s-jackson_2.11-3.2.11.jar;D:\repository\org\json4s\json4s-core_2.11\3.2.11\json4s-core_2.11-3.2.11.jar;D:\repository\org\json4s\json4s-ast_2.11\3.2.11\json4s-ast_2.11-3.2.11.jar;D:\repository\org\scala-lang\scalap\2.11.0\scalap-2.11.0.jar;D:\repository\org\scala-lang\scala-compiler\2.11.0\scala-compiler-2.11.0.jar;D:\repository\org\glassfish\jersey\core\jersey-client\2.22.2\jersey-client-2.22.2.jar;D:\repository\javax\ws\rs\javax.ws.rs-api\2.0.1\javax.ws.rs-api-2.0.1.jar;D:\repository\org\glassfish\hk2\hk2-api\2.4.0-b34\hk2-api-2.4.0-b34.jar;D:\repository\org\glassfish\hk2\hk2-utils\2.4.0-b34\hk2-utils-2.4.0-b34.jar;D:\repository\org\glassfish\hk2\external\aopalliance-repackaged\2.4.0-b34\aopalliance-repackaged-2.4.0-b34.jar;D:\repository\org\glassfish\hk2\external\javax.inject\2.4.0-b34\javax.inject-2.4.0-b34.jar;D:\repository\org\glassfish\hk2\hk2-locator\2.4.0-b34\hk2-locator-2.4.0-b34.jar;D:\repository\org\javassist\javassist\3.18.1-GA\javassist-3.18.1-GA.jar;D:\repository\org\glassfish\jersey\core\jersey-common\2.22.2\jersey-common-2.22.2.jar;D:\repository\javax\annotation\javax.annotation-api\1.2\javax.annotation-api-1.2.jar;D:\repository\org\glassfish\jersey\bundles\repackaged\jersey-guava\2.22.2\jersey-guava-2.22.2.jar;D:\repository\org\glassfish\hk2\osgi-resource-locator\1.0.1\osgi-resource-locator-1.0.1.jar;D:\repository\org\glassfish\jersey\core\jersey-server\2.22.2\jersey-server-2.22.2.jar;D:\repository\org\glassfish\jersey\media\jersey-media-jaxb\2.22.2\jersey-media-jaxb-2.22.2.jar;D:\repository\javax\validation\validation-api\1.1.0.Final\validation-api-1.1.0.Final.jar;D:\repository\org\glassfish\jersey\containers\jersey-container-servlet\2.22.2\jersey-container-servlet-2.22.2.jar;D:\repository\org\glassfish\jersey\containers\jersey-container-servlet-core\2.22.2\jersey-container-servlet-core-2.22.2.jar;D:\repository\io\netty\netty-all\4.0.42.Final\netty-all-4.0.42.Final.jar;D:\repository\io\netty\netty\3.8.0.Final\netty-3.8.0.Final.jar;D:\repository\com\clearspring\analytics\stream\2.7.0\stream-2.7.0.jar;D:\repository\io\dropwizard\metrics\metrics-core\3.1.2\metrics-core-3.1.2.jar;D:\repository\io\dropwizard\metrics\metrics-jvm\3.1.2\metrics-jvm-3.1.2.jar;D:\reposit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k-sketch_2.11-2.1.1.jar;D:\repository\org\apache\spark\spark-catalyst_2.11\2.1.1\spark-catalyst_2.11-2.1.1.jar;D:\repository\org\codehaus\janino\janino\3.0.0\janino-3.0.0.jar;D:\repository\org\codehaus\janino\commons-compiler\3.0.0\commons-compiler-3.0.0.jar;D:\repository\org\antlr\antlr4-runtime\4.5.3\antlr4-runtime-4.5.3.jar;D:\repository\org\apache\parquet\parquet-column\1.8.1\parquet-column-1.8.1.jar;D:\repository\org\apache\parquet\parquet-common\1.8.1\parquet-common-1.8.1.jar;D:\repository\org\apache\parquet\parquet-encoding\1.8.1\parquet-encoding-1.8.1.jar;D:\repository\org\apache\parquet\parquet-hadoop\1.8.1\parquet-hadoop-1.8.1.jar;D:\repository\org\apache\parquet\parquet-format\2.3.0-incubating\parquet-format-2.3.0-incubating.jar;D:\repository\org\apache\parquet\parquet-jackson\1.8.1\parquet-jackson-1.8.1.jar;D:\repository\org\apache\spark\spark-hive_2.11\2.2.0\spark-hive_2.11-2.2.0.jar;D:\repository\com\twitter\parquet-hadoop-bundle\1.6.0\parquet-hadoop-bundle-1.6.0.jar;D:\repository\org\spark-project\hive\hive-exec\1.2.1.spark2\hive-exec-1.2.1.spark2.jar;D:\repository\javolution\javolution\5.5.1\javolution-5.5.1.jar;D:\repository\log4j\apache-log4j-extras\1.2.17\apache-log4j-extras-1.2.17.jar;D:\repository\org\antlr\antlr-runtime\3.4\antlr-runtime-3.4.jar;D:\repository\org\antlr\stringtemplate\3.2.1\stringtemplate-3.2.1.jar;D:\repository\antlr\antlr\2.7.7\antlr-2.7.7.jar;D:\repository\org\antlr\ST4\4.0.4\ST4-4.0.4.jar;D:\repository\com\googlecode\javaewah\JavaEWAH\0.3.2\JavaEWAH-0.3.2.jar;D:\repository\org\iq80\snappy\snappy\0.2\snappy-0.2.jar;D:\repository\stax\stax-api\1.0.1\stax-api-1.0.1.jar;D:\repository\net\sf\opencsv\opencsv\2.3\opencsv-2.3.jar;D:\repository\org\spark-project\hive\hive-metastore\1.2.1.spark2\hive-metastore-1.2.1.spark2.jar;D:\repository\com\jolbox\bonecp\0.8.0.RELEASE\bonecp-0.8.0.RELEASE.jar;D:\repository\org\apache\derby\derby\10.10.2.0\derby-10.10.2.0.jar;D:\repository\org\datanucleus\datanucleus-api-jdo\3.2.6\datanucleus-api-jdo-3.2.6.jar;D:\repository\org\datanucleus\datanucleus-rdbms\3.2.9\datanucleus-rdbms-3.2.9.jar;D:\repository\commons-pool\commons-pool\1.5.4\commons-pool-1.5.4.jar;D:\repository\commons-dbcp\commons-dbcp\1.4\commons-dbcp-1.4.jar;D:\repository\javax\jdo\jdo-api\3.0.1\jdo-api-3.0.1.jar;D:\repository\javax\transaction\jta\1.1\jta-1.1.jar;D:\repository\org\apache\avro\avro\1.7.7\avro-1.7.7.jar;D:\repository\com\thoughtworks\paranamer\paranamer\2.3\paranamer-2.3.jar;D:\repository\commons-httpclient\commons-httpclient\3.1\commons-httpclient-3.1.jar;D:\repository\org\apache\calcite\calcite-avatica\1.2.0-incubating\calcite-avatica-1.2.0-incubating.jar;D:\repository\org\apache\calcite\calcite-core\1.2.0-incubating\calcite-core-1.2.0-incubating.jar;D:\repository\org\apache\calcite\calcite-linq4j\1.2.0-incubating\calcite-linq4j-1.2.0-incubating.jar;D:\repository\net\hydromatic\eigenbase-properties\1.1.5\eigenbase-properties-1.1.5.jar;D:\repository\org\apache\httpcomponents\httpclient\4.5.2\httpclient-4.5.2.jar;D:\repository\org\apache\httpcomponents\httpcore\4.4.4\httpcore-4.4.4.jar;D:\repository\org\codehaus\jackson\jackson-mapper-asl\1.9.13\jackson-mapper-asl-1.9.13.jar;D:\repository\commons-codec\commons-codec\1.10\commons-codec-1.10.jar;D:\repository\joda-time\joda-time\2.9.3\joda-time-2.9.3.jar;D:\repository\org\jodd\jodd-core\3.5.2\jodd-core-3.5.2.jar;D:\repository\org\datanucleus\datanucleus-core\3.2.10\datanucleus-core-3.2.10.jar;D:\repository\org\apache\thrift\libthrift\0.9.3\libthrift-0.9.3.jar;D:\repository\org\apache\thrift\libfb303\0.9.3\libfb303-0.9.3.jar;D:\repository\org\apache\kafka\kafka_2.11\0.8.2.2\kafka_2.11-0.8.2.2.jar;D:\repository\org\scala-lang\modules\scala-xml_2.11\1.0.2\scala-xml_2.11-1.0.2.jar;D:\repository\com\yammer\metrics\metrics-core\2.2.0\metrics-core-2.2.0.jar;D:\repository\net\sf\jopt-simple\jopt-simple\3.2\jopt-simple-3.2.jar;D:\repository\org\scala-lang\modules\scala-parser-combinators_2.11\1.0.2\scala-parser-combinators_2.11-1.0.2.jar;D:\repository\com\101tec\zkclient\0.3\zkclient-0.3.jar;D:\repository\org\apache\kafka\kafka-clients\0.8.2.2\kafka-clients-0.8.2.2.jar;D:\repository\org\apache\zookeeper\zookeeper\3.4.6\zookeeper-3.4.6.jar;D:\repository\jline\jline\0.9.94\jline-0.9.94.jar;D:\repository\junit\junit\3.8.1\junit-3.8.1.jar;D:\repository\org\apache\spark\spark-streaming_2.11\2.2.0\spark-streaming_2.11-2.2.0.jar" cn.edu360.spark.SparkStreaming.SparkStreamingWordCount
Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
20/11/05 11:11:48 INFO SparkContext: Running Spark version 2.1.1
20/11/05 11:11:48 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
20/11/05 11:11:48 INFO SecurityManager: Changing view acls to: 13436
20/11/05 11:11:48 INFO SecurityManager: Changing modify acls to: 13436
20/11/05 11:11:48 INFO SecurityManager: Changing view acls groups to:
20/11/05 11:11:48 INFO SecurityManager: Changing modify acls groups to:
20/11/05 11:11:48 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(13436); groups with view permissions: Set(); users with modify permissions: Set(13436); groups with modify permissions: Set()
20/11/05 11:11:49 INFO Utils: Successfully started service 'sparkDriver' on port 65114.
20/11/05 11:11:49 INFO SparkEnv: Registering MapOutputTracker
20/11/05 11:11:49 INFO SparkEnv: Registering BlockManagerMaster
20/11/05 11:11:49 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information
20/11/05 11:11:49 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up
20/11/05 11:11:49 INFO DiskBlockManager: Created local directory at C:\Users\13436\AppData\Local\Temp\blockmgr-c04b3d41-4c16-432c-a78d-6166aa63f488
20/11/05 11:11:49 INFO MemoryStore: MemoryStore started with capacity 1974.9 MB
20/11/05 11:11:49 INFO SparkEnv: Registering OutputCommitCoordinator
20/11/05 11:11:50 INFO Utils: Successfully started service 'SparkUI' on port 4040.
20/11/05 11:11:50 INFO SparkUI: Bound SparkUI to 0.0.0.0, and started at http://172.20.10.7:4040
20/11/05 11:11:50 INFO Executor: Starting executor ID driver on host localhost
20/11/05 11:11:50 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 65131.
20/11/05 11:11:50 INFO NettyBlockTransferService: Server created on 172.20.10.7:65131
20/11/05 11:11:50 INFO BlockManager: Using org.apache.spark.storage.RandomBlockReplicationPolicy for block replication policy
20/11/05 11:11:50 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(driver, 172.20.10.7, 65131, None)
20/11/05 11:11:50 INFO BlockManagerMasterEndpoint: Registering block manager 172.20.10.7:65131 with 1974.9 MB RAM, BlockManagerId(driver, 172.20.10.7, 65131, None)
20/11/05 11:11:50 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(driver, 172.20.10.7, 65131, None)
20/11/05 11:11:50 INFO BlockManager: Initialized BlockManager: BlockManagerId(driver, 172.20.10.7, 65131, None)
Exception in thread "main" java.lang.NoSuchMethodError: org.apache.spark.ui.SparkUI.setStreamingJobProgressListener(Lorg/apache/spark/scheduler/SparkListener;)V
at org.apache.spark.streaming.ui.StreamingTab.<init>(StreamingTab.scala:41)
at org.apache.spark.streaming.StreamingContext.<init>(StreamingContext.scala:192)
at org.apache.spark.streaming.StreamingContext.<init>(StreamingContext.scala:76)
at cn.edu360.spark.SparkStreaming.SparkStreamingWordCount$.main(SparkStreamingWordCount.scala:23)
at cn.edu360.spark.SparkStreaming.SparkStreamingWordCount.main(SparkStreamingWordCount.scala)
20/11/05 11:11:50 INFO SparkContext: Invoking stop() from shutdown hook
20/11/05 11:11:50 INFO SparkUI: Stopped Spark web UI at http://172.20.10.7:4040
20/11/05 11:11:50 INFO MapOutputTrackerMasterEndpoint: MapOutputTrackerMasterEndpoint stopped!
20/11/05 11:11:50 INFO MemoryStore: MemoryStore cleared
20/11/05 11:11:50 INFO BlockManager: BlockManager stopped
20/11/05 11:11:50 INFO BlockManagerMaster: BlockManagerMaster stopped
20/11/05 11:11:50 INFO OutputCommitCoordinator$OutputCommitCoordinatorEndpoint: OutputCommitCoordinator stopped!
20/11/05 11:11:50 INFO SparkContext: Successfully stopped SparkContext
20/11/05 11:11:50 INFO ShutdownHookManager: Shutdown hook called
20/11/05 11:11:50 INFO ShutdownHookManager: Deleting directory C:\Users\13436\AppData\Local\Temp\spark-1150afff-d010-4a48-a445-d1b0d2858f1e
Process finished with exit code 1
/2 
