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Scala Spark skeleton implementing grep
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<?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>my.org</groupId> | |
<artifactId>spark-grep</artifactId> | |
<version>1.0-SNAPSHOT</version> | |
<dependencies> | |
<dependency> | |
<groupId>org.apache.spark</groupId> | |
<artifactId>spark-core_2.10</artifactId> | |
<version>1.2.0</version> | |
</dependency> | |
</dependencies> | |
<build> | |
<plugins> | |
<plugin> | |
<groupId>org.apache.maven.plugins</groupId> | |
<artifactId>maven-compiler-plugin</artifactId> | |
<version>3.1</version> | |
</plugin> | |
</plugins> | |
</build> | |
</project> |
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package spark.example | |
import org.apache.spark.SparkContext | |
import org.apache.spark.SparkContext._ | |
import org.apache.spark.SparkConf | |
object SparkGrep { | |
def main(args: Array[String]) { | |
if (args.length < 3) { | |
System.err.println("Usage: SparkGrep <host> <input_file> <match_term>") | |
System.exit(1) | |
} | |
val conf = new SparkConf().setAppName("SparkGrep").setMaster(args(0)) | |
val sc = new SparkContext(conf) | |
val inputFile = sc.textFile(args(1), 2).cache() | |
val matchTerm : String = args(2) | |
val numMatches = inputFile.filter(line => line.contains(matchTerm)).count() | |
println("%s lines in %s contain %s".format(numMatches, args(1), matchTerm)) | |
System.exit(0) | |
} | |
} |
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