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Hadoop-3、Mapred并行思想WordCount
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; import org.apache.hadoop.util.GenericOptionsParser; 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 IOException, ClassNotFoundException, InterruptedException{ Configuration conf = new Configuration(); conf.addResource(new Path("/usr/hadoop-1.0.3/conf/core-site.xml")); String[] otherArgs = new GenericOptionsParser(conf,args).getRemainingArgs(); 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(otherArgs[0])); FileOutputFormat.setOutputPath(job, new Path(otherArgs[1])); System.exit(job.waitForCompletion(true) ? 0 : 1); } }
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