Java,hadoop环境变量路径
export JAVA_HOME=/usr/lib/jvm/java-11-openjdk-amd64
export PATH=JAVAHOME/bin:JAVA_HOME/bin:JAVAHOME/bin:PATH
export CLASSPATH=.:JAVAHOME/lib/dt.jar:JAVA_HOME/lib/dt.jar:JAVAHOME/lib/dt.jar:JAVA_HOME/lib/tools.jar
export HADOOP_HOME=/home/zjq/had/hadoop-2.7.5
export PATH=PATH:PATH:PATH:HADOOP_HOME/bin:$HADOOP_HOME/sbin
java单词统计代码
import java.io.IOException; import java.util.StringTokenizer; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.IntWritable; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Job; import org.apache.hadoop.mapreduce.Mapper; import org.apache.hadoop.mapreduce.Reducer; import org.apache.hadoop.mapreduce.lib.input.FileInputFormat; import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat; public class WordCount { public static class TokenizerMapper extends Mapper<Object, Text, Text, IntWritable>{ private final static IntWritable one = new IntWritable(1); private Text word = new Text(); public void map(Object key, Text value, Context context ) throws IOException, InterruptedException { StringTokenizer itr = new StringTokenizer(value.toString()); while (itr.hasMoreTokens()) { word.set(itr.nextToken()); context.write(word, one); } } } public static class IntSumReducer extends Reducer<Text,IntWritable,Text,IntWritable> { private IntWritable result = new IntWritable(); public void reduce(Text key, Iterable<IntWritable> values, Context context ) throws IOException, InterruptedException { int sum = 0; for (IntWritable val : values) { sum += val.get(); } result.set(sum); context.write(key, result); } } public static void main(String[] args) throws Exception { Configuration conf = new Configuration(); Job job = Job.getInstance(conf, "word count"); job.setJarByClass(WordCount.class); job.setMapperClass(TokenizerMapper.class); job.setCombinerClass(IntSumReducer.class); job.setReducerClass(IntSumReducer.class); job.setOutputKeyClass(Text.class); job.setOutputValueClass(IntWritable.class); FileInputFormat.addInputPath(job, new Path(args[0])); FileOutputFormat.setOutputPath(job, new Path(args[1])); System.exit(job.waitForCompletion(true) ? 0 : 1); } }
ubuntu新建文本文件
在window新建,直接拖拽
编译java文件 成为jar
bin/hadoop com.sun.tools.javac.Main WordCount.java #将WordCount.java编译成三个.class文件 jar cf wc.jar WordCount*.class #将三个.class文件打包成jar文件
hadoop运行jar 代码
bin/hadoop jar wc.jar WordCount /home/zjq/had/hadoop-2.7.5/input /home/zjq/had/hadoop-2.7.5/output