一:打开elipse 点击【File】—>【Project】,选择【Map/Reduce Project】,输入项目名称WordCount,一直回车
二:在项目中新建WordCount.java文件代码如下:
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();
@SuppressWarnings("deprecation")
Job job = new Job(conf, "wordcount");
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]));//输入路径
FileOutputFormat.setOutputPath(job, new Path(args[1]));//输出路径
System.exit(job.waitForCompletion(true) ? 0 : 1);
}
}
三:在HDFS上创建目录文件输入目录:/data/input
hadoop fs -mkdir /data/input
四:上传文件到文件输入目录中
hadoop fs -copyFromLocal 上传文件路径 /data/input
五;点击WordCount.java,右键,点击【Run As】—>【Run Configurations】,配置运行参数,即输入和输出文件夹
六;点击运行后在上面出现output1文件夹表示成功(output目录不能重复)点击打开即可看到结果
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导包问题:如果报类无法找到等错误就把hadoop安装目录share目录下的common,HDFS,yarn下的包都加到项目中,还有mapreduce下的包以及mapreduce/lib下的包都导入项目