WordCount-JAVA版

• Z时代
• 2024-01-10
• 分类：综合

WordCountMapper

import java.io.IOException;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Mapper;
public class WordCountMapper extends Mapper<LongWritable, Text, Text, IntWritable> {
	Text k = new Text();
	IntWritable v = new IntWritable(1);
	protected void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException {
		String line = value.toString();
		String[] words = line.split(" ");
		for (String word : words) {
			k.set(word);
			context.write(k, v);
		}
	}
}

　WordCountMapper

import java.io.IOException;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Mapper;
public class WordCountMapper extends Mapper<LongWritable, Text, Text, IntWritable> {
	Text k = new Text();
	IntWritable v = new IntWritable(1);
	protected void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException {
		String line = value.toString();
		String[] words = line.split(" ");
		for (String word : words) {
			k.set(word);
			context.write(k, v);
		}
	}
}

　　WordCountReducer

import java.io.IOException;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Reducer;
public class WordCountReducer extends Reducer<Text, IntWritable, Text, IntWritable>{
	int sum;
	IntWritable v = new IntWritable();
	@Override
	protected void reduce(Text key, Iterable<IntWritable> value, Context context)
			throws IOException, InterruptedException {
		// 1 累加求和
		sum = 0;
		for (IntWritable count : value) {
			sum += count.get();
		}
		// 2 输出
		v.set(sum);
		context.write(key, v);
	}
}

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