POM
<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<groupId>com.twx.bigdata</groupId>
<artifactId>learn-spark-streaming</artifactId>
<version>1.0-SNAPSHOT</version>
<name>learn-spark-streaming</name>
<properties>
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
<maven.compiler.source>1.8</maven.compiler.source>
<maven.compiler.target>1.8</maven.compiler.target>
</properties>
<dependencies>
<dependency>
<groupId>org.apache.spark</groupId>
<artifactId>spark-streaming_2.11</artifactId>
<version>2.0.2</version>
</dependency>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<version>4.11</version>
<scope>test</scope>
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>org.scala-tools</groupId>
<artifactId>maven-scala-plugin</artifactId>
<version>2.15.2</version>
<executions>
<execution>
<goals>
<goal>compile</goal>
<goal>testCompile</goal>
</goals>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<configuration>
<source>1.8</source>
<target>1.8</target>
</configuration>
</plugin>
</plugins>
</build>
</project>
MainApp
package com.twx.bigdata.sparkstreaming
import org.apache.spark.streaming.{Seconds, StreamingContext}
import org.apache.spark.{SparkConf, SparkContext}
/**
* @author tangwx@soyuan.com.cn
* @date 2020/4/7 17:59
*/
object MainApp {
def main(args: Array[String]): Unit = {
val conf: SparkConf = new SparkConf()
.setMaster("local[*]")
.setAppName("learn-spark-streaming")
val sc = new SparkContext(conf)
val scc = new StreamingContext(sc,Seconds(5))
val lines = scc.socketTextStream("localhost",9999)
val words = lines.flatMap(_.split(" "))
val wordMap = words.map(x => (x,1))
val wordCounts = wordMap.reduceByKey(_+_)
wordCounts.print()
scc.start()
scc.awaitTermination()
}
}