package com.simple.duduplication; import java.io.IOException; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Mapper; public class DeduplicationMapper extends Mapper<LongWritable, Text, Text, Text> { @Override protected void map(LongWritable key, Text value, Mapper<LongWritable, Text, Text, Text>.Context context) throws IOException, InterruptedException { //按行读取信息并作为mapper的输出键,mapper的输出值置为空文本即可 Text line = value; context.write(line, new Text('')); } }
package com.simple.duduplication; import java.io.IOException; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Reducer; public class DeduplicationReducer extends Reducer<Text, Text, Text, Text> { @Override protected void reduce(Text key, Iterable<Text> value, Reducer<Text, Text, Text, Text>.Context context) throws IOException, InterruptedException { //Reducer阶段直接按键输出即可,键直接可以实现去重 context.write(key, new Text('')); } }
package com.simple.duduplication; import java.io.IOException; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Job; import org.apache.hadoop.mapreduce.lib.input.FileInputFormat; import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat; public class TestDeduplication { public static void main(String[] args) throws Exception { Configuration conf = new Configuration(); conf.set('fs.defaultFS', 'hdfs://localhost:9000'); //获取作业对象 Job job = Job.getInstance(conf); //设置主类 job.setJarByClass(TestDeduplication.class); //设置job参数 job.setMapperClass(DeduplicationMapper.class); job.setReducerClass(DeduplicationReducer.class); job.setoutputKeyClass(Text.class); job.setoutputValueClass(Text.class); //设置job输入输出 FileInputFormat.addInputPath(job, new Path(args[0])); FileOutputFormat.setoutputPath(job, new Path(args[1])); System.exit(job.waitForCompletion(true) ? 0 : 1); } }
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