1.问题描述
在idea中编写，streaming处理服务器socket传递的数据，结果报错：
"C:\Program Files\Java\jdk1.8.0_91\bin\java" -Didea.launcher.port=7534 "-Didea.launcher.bin.path=C:\Program Files (x86)\JetBrains\IntelliJ IDEA 2016.2.2\bin" -Dfile.encoding=UTF-8 -classpath "C:\Program Files\Java\jdk1.8.0_91\jre\lib\charsets.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\deploy.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\ext\access-bridge-64.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\ext\cldrdata.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\ext\dnsns.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\ext\jaccess.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\ext\jfxrt.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\ext\localedata.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\ext\nashorn.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\ext\sunec.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\ext\sunjce_provider.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\ext\sunmscapi.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\ext\sunpkcs11.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\ext\zipfs.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\javaws.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\jce.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\jfr.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\jfxswt.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\jsse.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\management-agent.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\plugin.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\resources.jar;C:\Program Files\Java\jdk1.8.0_91\jre\lib\rt.jar;E:\Tools\WorkspaceforMyeclipse\StreamingProduct\target\classes;E:\Tools\apache-maven-3.3.9\Repository\org\scala-lang\scala-library\2.11.8\scala-library-2.11.8.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\kafka\kafka_2.11\0.9.0.0\kafka_2.11-0.9.0.0.jar;E:\Tools\apache-maven-3.3.9\Repository\com\101tec\zkclient\0.7\zkclient-0.7.jar;E:\Tools\apache-maven-3.3.9\Repository\org\slf4j\slf4j-api\1.7.5\slf4j-api-1.7.5.jar;E:\Tools\apache-maven-3.3.9\Repository\org\slf4j\slf4j-log4j12\1.7.6\slf4j-log4j12-1.7.6.jar;E:\Tools\apache-maven-3.3.9\Repository\log4j\log4j\1.2.17\log4j-1.2.17.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\zookeeper\zookeeper\3.4.6\zookeeper-3.4.6.jar;E:\Tools\apache-maven-3.3.9\Repository\com\yammer\metrics\metrics-core\2.2.0\metrics-core-2.2.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\scala-lang\modules\scala-xml_2.11\1.0.4\scala-xml_2.11-1.0.4.jar;E:\Tools\apache-maven-3.3.9\Repository\org\scala-lang\modules\scala-parser-combinators_2.11\1.0.4\scala-parser-combinators_2.11-1.0.4.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\kafka\kafka-clients\0.9.0.0\kafka-clients-0.9.0.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\xerial\snappy\snappy-java\1.1.1.7\snappy-java-1.1.1.7.jar;E:\Tools\apache-maven-3.3.9\Repository\net\jpountz\lz4\lz4\1.3.0\lz4-1.3.0.jar;E:\Tools\apache-maven-3.3.9\Repository\net\sf\jopt-simple\jopt-simple\3.2\jopt-simple-3.2.jar;E:\Tools\apache-maven-3.3.9\Repository\jline\jline\2.11\jline-2.11.jar;E:\Tools\apache-maven-3.3.9\Repository\io\netty\netty\3.6.2.Final\netty-3.6.2.Final.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\spark\spark-streaming_2.11\2.1.0\spark-streaming_2.11-2.1.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\spark\spark-core_2.11\2.1.0\spark-core_2.11-2.1.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\avro\avro-mapred\1.7.7\avro-mapred-1.7.7-hadoop2.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\avro\avro-ipc\1.7.7\avro-ipc-1.7.7.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\avro\avro\1.7.6-cdh5.7.0\avro-1.7.6-cdh5.7.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\codehaus\jackson\jackson-core-asl\1.8.8\jackson-core-asl-1.8.8.jar;E:\Tools\apache-maven-3.3.9\Repository\org\codehaus\jackson\jackson-mapper-asl\1.8.8\jackson-mapper-asl-1.8.8.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\avro\avro-ipc\1.7.7\avro-ipc-1.7.7-tests.jar;E:\Tools\apache-maven-3.3.9\Repository\com\twitter\chill_2.11\0.8.0\chill_2.11-0.8.0.jar;E:\Tools\apache-maven-3.3.9\Repository\com\twitter\chill-java\0.8.0\chill-java-0.8.0.jar;E:\Tools\apache-maven-3.3.9\Repository\com\esotericsoftware\kryo-shaded\3.0.3\kryo-shaded-3.0.3.jar;E:\Tools\apache-maven-3.3.9\Repository\com\esotericsoftware\minlog\1.3.0\minlog-1.3.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\objenesis\objenesis\2.1\objenesis-2.1.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\xbean\xbean-asm5-shaded\4.4\xbean-asm5-shaded-4.4.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\hadoop\hadoop-client\2.6.0-cdh5.7.0\hadoop-client-2.6.0-cdh5.7.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\spark\spark-launcher_2.11\2.1.0\spark-launcher_2.11-2.1.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\spark\spark-tags_2.11\2.1.0\spark-tags_2.11-2.1.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\spark-project\spark\unused\1.0.0\unused-1.0.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\spark\spark-network-common_2.11\2.1.0\spark-network-common_2.11-2.1.0.jar;E:\Tools\apache-maven-3.3.9\Repository\io\netty\netty-all\4.0.23.Final\netty-all-4.0.23.Final.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\commons\commons-lang3\3.5\commons-lang3-3.5.jar;E:\Tools\apache-maven-3.3.9\Repository\org\fusesource\leveldbjni\leveldbjni-all\1.8\leveldbjni-all-1.8.jar;E:\Tools\apache-maven-3.3.9\Repository\com\fasterxml\jackson\core\jackson-databind\2.6.5\jackson-databind-2.6.5.jar;E:\Tools\apache-maven-3.3.9\Repository\com\fasterxml\jackson\core\jackson-annotations\2.2.3\jackson-annotations-2.2.3.jar;E:\Tools\apache-maven-3.3.9\Repository\com\google\code\findbugs\jsr305\3.0.0\jsr305-3.0.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\spark\spark-network-shuffle_2.11\2.1.0\spark-network-shuffle_2.11-2.1.0.jar;E:\Tools\apache-maven-3.3.9\Repository\io\dropwizard\metrics\metrics-core\3.1.2\metrics-core-3.1.2.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\spark\spark-unsafe_2.11\2.1.0\spark-unsafe_2.11-2.1.0.jar;E:\Tools\apache-maven-3.3.9\Repository\net\java\dev\jets3t\jets3t\0.9.0\jets3t-0.9.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\curator\curator-recipes\2.7.1\curator-recipes-2.7.1.jar;E:\Tools\apache-maven-3.3.9\Repository\javax\servlet\javax.servlet-api\3.1.0\javax.servlet-api-3.1.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\commons\commons-math3\3.1.1\commons-math3-3.1.1.jar;E:\Tools\apache-maven-3.3.9\Repository\org\slf4j\jul-to-slf4j\1.7.16\jul-to-sl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\activation\activation\1.1\activation-1.1.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\commons\commons-compress\1.4.1\commons-compress-1.4.1.jar;E:\Tools\apache-maven-3.3.9\Repository\com\sun\jersey\jersey-core\1.9\jersey-core-1.9.jar;E:\Tools\apache-maven-3.3.9\Repository\com\sun\jersey\jersey-client\1.9\jersey-client-1.9.jar;E:\Tools\apache-maven-3.3.9\Repository\org\codehaus\jackson\jackson-jaxrs\1.8.3\jackson-jaxrs-1.8.3.jar;E:\Tools\apache-maven-3.3.9\Repository\org\codehaus\jackson\jackson-xc\1.8.3\jackson-xc-1.8.3.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\hadoop\hadoop-mapreduce-client-jobclient\2.6.0-cdh5.7.0\hadoop-mapreduce-client-jobclient-2.6.0-cdh5.7.0.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\hadoop\hadoop-aws\2.6.0-cdh5.7.0\hadoop-aws-2.6.0-cdh5.7.0.jar;E:\Tools\apache-maven-3.3.9\Repository\com\amazonaws\aws-java-sdk-s3\1.10.6\aws-java-sdk-s3-1.10.6.jar;E:\Tools\apache-maven-3.3.9\Repository\com\amazonaws\aws-java-sdk-kms\1.10.6\aws-java-sdk-kms-1.10.6.jar;E:\Tools\apache-maven-3.3.9\Repository\com\amazonaws\aws-java-sdk-core\1.10.6\aws-java-sdk-core-1.10.6.jar;E:\Tools\apache-maven-3.3.9\Repository\com\sun\jersey\jersey-json\1.9\jersey-json-1.9.jar;E:\Tools\apache-maven-3.3.9\Repository\org\codehaus\jettison\jettison\1.1\jettison-1.1.jar;E:\Tools\apache-maven-3.3.9\Repository\com\sun\xml\bind\jaxb-impl\2.2.3-1\jaxb-impl-2.2.3-1.jar;E:\Tools\apache-maven-3.3.9\Repository\com\sun\jersey\jersey-server\1.9\jersey-server-1.9.jar;E:\Tools\apache-maven-3.3.9\Repository\asm\asm\3.1\asm-3.1.jar;E:\Tools\apache-maven-3.3.9\Repository\com\jamesmurty\utils\java-xmlbuilder\0.4\java-xmlbuilder-0.4.jar;E:\Tools\apache-maven-3.3.9\Repository\commons-configuration\commons-configuration\1.6\commons-configuration-1.6.jar;E:\Tools\apache-maven-3.3.9\Repository\commons-digester\commons-digester\1.8\commons-digester-1.8.jar;E:\Tools\apache-maven-3.3.9\Repository\commons-beanutils\commons-beanutils\1.7.0\commons-beanutils-1.7.0.jar;E:\Tools\apache-maven-3.3.9\Repository\commons-beanutils\commons-beanutils-core\1.8.0\commons-beanutils-core-1.8.0.jar;E:\Tools\apache-maven-3.3.9\Repository\com\google\code\gson\gson\2.2.4\gson-2.2.4.jar;E:\Tools\apache-maven-3.3.9\Repository\com\jcraft\jsch\0.1.42\jsch-0.1.42.jar;E:\Tools\apache-maven-3.3.9\Repository\org\apache\htrace\htrace-core4\4.0.1-incubating\htrace-core4-4.0.1-incubating.jar;E:\Tools\apache-maven-3.3.9\Repository\org\tukaani\xz\1.0\xz-1.0.jar;E:\Tools\apache-maven-3.3.9\Repository\commons-daemon\commons-daemon\1.0.13\commons-daemon-1.0.13.jar;E:\Tools\apache-maven-3.3.9\Repository\xerces\xercesImpl\2.9.1\xercesImpl-2.9.1.jar;E:\Tools\apache-maven-3.3.9\Repository\xml-apis\xml-apis\1.3.04\xml-apis-1.3.04.jar;E:\Tools\apache-maven-3.3.9\Repository\org\jboss\netty\netty\3.2.2.Final\netty-3.2.2.Final.jar;C:\Program Files (x86)\JetBrains\IntelliJ IDEA 2016.2.2\lib\idea_rt.jar" com.intellij.rt.execution.application.AppMain com.hadoop.KafkaReceiver
18/11/25 07:09:01 INFO SparkContext: Running Spark version 2.1.0
18/11/25 07:09:02 INFO SecurityManager: Changing view acls to: Administrator
18/11/25 07:09:02 INFO SecurityManager: Changing modify acls to: Administrator
18/11/25 07:09:02 INFO SecurityManager: Changing view acls groups to:
18/11/25 07:09:02 INFO SecurityManager: Changing modify acls groups to:
18/11/25 07:09:02 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(Administrator); groups with view permissions: Set(); users with modify permissions: Set(Administrator); groups with modify permissions: Set()
18/11/25 07:09:03 INFO Utils: Successfully started service 'sparkDriver' on port 57447.
18/11/25 07:09:03 INFO SparkEnv: Registering MapOutputTracker
18/11/25 07:09:03 INFO SparkEnv: Registering BlockManagerMaster
18/11/25 07:09:03 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information
18/11/25 07:09:03 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up
18/11/25 07:09:03 INFO DiskBlockManager: Created local directory at C:\Users\Administrator\AppData\Local\Temp\blockmgr-cf2af302-c4a5-48e2-bbe3-b96dd8709970
18/11/25 07:09:03 INFO MemoryStore: MemoryStore started with capacity 897.6 MB
18/11/25 07:09:03 INFO SparkEnv: Registering OutputCommitCoordinator
18/11/25 07:09:04 INFO Utils: Successfully started service 'SparkUI' on port 4040.
18/11/25 07:09:04 INFO SparkUI: Bound SparkUI to 0.0.0.0, and started at http://192.168.31.1:4040
18/11/25 07:09:04 INFO Executor: Starting executor ID driver on host localhost
18/11/25 07:09:04 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 57460.
18/11/25 07:09:04 INFO NettyBlockTransferService: Server created on 192.168.31.1:57460
18/11/25 07:09:04 INFO BlockManager: Using org.apache.spark.storage.RandomBlockReplicationPolicy for block replication policy
18/11/25 07:09:04 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(driver, 192.168.31.1, 57460, None)
18/11/25 07:09:04 INFO BlockManagerMasterEndpoint: Registering block manager 192.168.31.1:57460 with 897.6 MB RAM, BlockManagerId(driver, 192.168.31.1, 57460, None)
18/11/25 07:09:04 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(driver, 192.168.31.1, 57460, None)
18/11/25 07:09:04 INFO BlockManager: Initialized BlockManager: BlockManagerId(driver, 192.168.31.1, 57460, None)
18/11/25 07:09:04 ERROR MetricsSystem: Sink class org.apache.spark.metrics.sink.MetricsServlet cannot be instantiated
18/11/25 07:09:04 ERROR SparkContext: Error initializing SparkContext.
java.lang.reflect.InvocationTargetException
at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)
at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:62)
at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
at java.lang.reflect.Constructor.newInstance(Constructor.java:423)
at org.apache.spark.metrics.MetricsSystem$$anonfun$registerSinks$1.apply(MetricsSystem.scala:200)
at org.apache.spark.metrics.MetricsSystem$$anonfun$registerSinks$1.apply(MetricsSystem.scala:194)
at scala.collection.mutable.HashMap$$anonfun$foreach$1.apply(HashMap.scala:99)
at scala.collection.mutable.HashMap$$anonfun$foreach$1.apply(HashMap.scala:99)
at scala.collection.mutable.HashTable$class.foreachEntry(HashTable.scala:230)
at scala.collection.mutable.HashMap.foreachEntry(HashMap.scala:40)
at scala.collection.mutable.HashMap.foreach(HashMap.scala:99)
at org.apache.spark.metrics.MetricsSystem.registerSinks(MetricsSystem.scala:194)
at org.apache.spark.metrics.MetricsSystem.start(MetricsSystem.scala:102)
at org.apache.spark.SparkContext.<init>(SparkContext.scala:522)
at com.hadoop.KafkaReceiver$.main(KafkaReceiver.scala:14)
at com.hadoop.KafkaReceiver.main(KafkaReceiver.scala)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at com.intellij.rt.execution.application.AppMain.main(AppMain.java:147)
Caused by: java.lang.NoClassDefFoundError: com/fasterxml/jackson/annotation/ObjectIdResolver
at com.fasterxml.jackson.databind.ObjectMapper.<init>(ObjectMapper.java:543)
at com.fasterxml.jackson.databind.ObjectMapper.<init>(ObjectMapper.java:448)
at org.apache.spark.metrics.sink.MetricsServlet.<init>(MetricsServlet.scala:48)
... 21 more
Caused by: java.lang.ClassNotFoundException: com.fasterxml.jackson.annotation.ObjectIdResolver
at java.net.URLClassLoader.findClass(URLClassLoader.java:381)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:331)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
... 24 more
18/11/25 07:09:04 INFO SparkUI: Stopped Spark web UI at http://192.168.31.1:4040
18/11/25 07:09:04 INFO MapOutputTrackerMasterEndpoint: MapOutputTrackerMasterEndpoint stopped!
18/11/25 07:09:04 INFO MemoryStore: MemoryStore cleared
18/11/25 07:09:04 INFO BlockManager: BlockManager stopped
18/11/25 07:09:04 INFO BlockManagerMaster: BlockManagerMaster stopped
18/11/25 07:09:04 INFO OutputCommitCoordinator$OutputCommitCoordinatorEndpoint: OutputCommitCoordinator stopped!
18/11/25 07:09:04 INFO SparkContext: Successfully stopped SparkContext
Exception in thread "main" java.lang.reflect.InvocationTargetException
at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)
at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:62)
at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
at java.lang.reflect.Constructor.newInstance(Constructor.java:423)
at org.apache.spark.metrics.MetricsSystem$$anonfun$registerSinks$1.apply(MetricsSystem.scala:200)
at org.apache.spark.metrics.MetricsSystem$$anonfun$registerSinks$1.apply(MetricsSystem.scala:194)
at scala.collection.mutable.HashMap$$anonfun$foreach$1.apply(HashMap.scala:99)
at scala.collection.mutable.HashMap$$anonfun$foreach$1.apply(HashMap.scala:99)
at scala.collection.mutable.HashTable$class.foreachEntry(HashTable.scala:230)
at scala.collection.mutable.HashMap.foreachEntry(HashMap.scala:40)
at scala.collection.mutable.HashMap.foreach(HashMap.scala:99)
at org.apache.spark.metrics.MetricsSystem.registerSinks(MetricsSystem.scala:194)
at org.apache.spark.metrics.MetricsSystem.start(MetricsSystem.scala:102)
at org.apache.spark.SparkContext.<init>(SparkContext.scala:522)
at com.hadoop.KafkaReceiver$.main(KafkaReceiver.scala:14)
at com.hadoop.KafkaReceiver.main(KafkaReceiver.scala)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at com.intellij.rt.execution.application.AppMain.main(AppMain.java:147)
Caused by: java.lang.NoClassDefFoundError: com/fasterxml/jackson/annotation/ObjectIdResolver
at com.fasterxml.jackson.databind.ObjectMapper.<init>(ObjectMapper.java:543)
at com.fasterxml.jackson.databind.ObjectMapper.<init>(ObjectMapper.java:448)
at org.apache.spark.metrics.sink.MetricsServlet.<init>(MetricsServlet.scala:48)
... 21 more
Caused by: java.lang.ClassNotFoundException: com.fasterxml.jackson.annotation.ObjectIdResolver
at java.net.URLClassLoader.findClass(URLClassLoader.java:381)
at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:331)
at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
... 24 more
18/11/25 07:09:04 INFO ShutdownHookManager: Shutdown hook called
18/11/25 07:09:04 INFO ShutdownHookManager: Deleting directory C:\Users\Administrator\AppData\Local\Temp\spark-f4f35184-ec3c-4eb0-b480-aa5dfe09bf16
2.环境
（1）spark 2.1.0 cdh-5.7.0
（2）代码
package com.hadoop
import org.apache.spark.SparkConf
import org.apache.spark.streaming.{Seconds, StreamingContext}
/**
*
*/
object Networkcount {
def main(args: Array[String]): Unit = {
val sparkConf=new SparkConf().setMaster("local[2]").setAppName("NetworkWordCount")
//conf.setMaster("spark://master01:7077");
/***
* 创建StreamingContext需要sparkConf和batch interval
*/
val ssc=new StreamingContext(sparkConf,Seconds(5))
val lines=ssc.socketTextStream("hadoop",6789)
val result= lines.flatMap(_.split(" ")).map((_,1)).reduceByKey(_+_)
result.print()
ssc.start()
ssc.awaitTermination()
}
}
3.原因以及解决
根本原因没有找到，但是，发现和pom的依赖顺序有关系，pom文件spark的依赖顺序有关系，原来
<dependency>
<groupId>org.scala-lang</groupId>
<artifactId>scala-library</artifactId>
<version>${scala.version}</version>
</dependency>
<dependency>
<groupId>org.apache.kafka</groupId>
<artifactId>kafka_2.11</artifactId>
<version>${kafka.version}</version>
</dependency>
<dependency>
<groupId>org.apache.spark</groupId>
<artifactId>spark-streaming_2.11</artifactId>
<version>2.1.0</version>
</dependency>
<dependency>
<groupId>org.apache.spark</groupId>
<artifactId>spark-streaming-kafka-0-8_2.11</artifactId>
<version>2.1.0</version>
</dependency>然后把spark依赖转移到上面就报错就消失了，现在
<dependency>
<groupId>org.apache.spark</groupId>
<artifactId>spark-streaming_2.11</artifactId>
<version>2.1.0</version>
</dependency>
<dependency>
<groupId>org.apache.spark</groupId>
<artifactId>spark-streaming-kafka-0-8_2.11</artifactId>
<version>2.1.0</version>
</dependency>
<dependency>
<groupId>org.scala-lang</groupId>
<artifactId>scala-library</artifactId>
<version>${scala.version}</version>
</dependency>
<dependency>
<groupId>org.apache.kafka</groupId>
<artifactId>kafka_2.11</artifactId>
<version>${kafka.version}</version>
</dependency>