Hadoop2.0 YARN cloudra4.4.0 WordCount实例
其他都没啥 这个 jar都在这里了。
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 Exception {
Configuration conf = new Configuration();
String[] otherArgs = new GenericOptionsParser(conf, args).getRemainingArgs();
if (otherArgs.length != 2) {
System.err.println("Usage: wordcount <in> <out>");
System.exit(2);
}
Job job = new Job(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(otherArgs[0]));
FileOutputFormat.setOutputPath(job, new Path(otherArgs[1]));
System.exit(job.waitForCompletion(true) ? 0 : 1);
}
}
导出为Jar包,上传(发现这个版本居然不知道怎么在Eclipse里直接跑,只好上传了)
./hadoop jar ../etc/hadoop/WordCount.jar /user/hadoop/input /user/hadoop/output
input里是yard02的etc/profile文件
结果:
!= 1
"$BASH" 2
"$PS1" 1
"/bin/sh" 1
"`id 1
# 6
$i 2
&& 1
' 3
(bash(1), 1
(sh(1)) 1
-d 1
-eq 1
-f 1
-r 1
-u`" 1
. 2
...). 1
.profile 1
/etc/bash.bashrc 2
/etc/login.defs. 1
/etc/profile.d 1
/etc/profile.d/*.sh; 1
/etc/profile: 1
0 1
Bourne 2
CLASSPATH=.:$JAVA_HOME/lib:$JRE_HOME/lib:$CLASSPATH 1
JAVA_HOME=/usr/local/jdk1.7.0_21 1
JRE_HOME=/usr/local/jdk1.7.0_21/jre 1
PATH=$JAVA_HOME/bin:$JRE_HOME/bin:$PATH 1
PS1. 1
PS1='# 1
PS1='$ 1
PS1='\h:\w\$ 1
See 1
The 2
[ 7
] 1
]; 6
already 1
and 2
ash(1), 1
bash.bashrc 1
by 1
compatible 1
default 2
do 1
done 1
else 2
export 4
fi 6
file 2
for 2
handled 1
i 2
if 6
in 1
is 1
ksh(1), 1
now 1
pam_umask(8) 1
pam_umask. 1
sets 1
shell 1
shells 1
system-wide 1
the 2
then 6
umask 1
unset 1
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