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@fivesmallq
Created May 30, 2014 08:10
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import java.io.IOException;
import java.security.PrivilegedExceptionAction;
import java.util.Iterator;
import java.util.StringTokenizer;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.conf.Configured;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapred.FileInputFormat;
import org.apache.hadoop.mapred.FileOutputFormat;
import org.apache.hadoop.mapred.JobClient;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.MapReduceBase;
import org.apache.hadoop.mapred.Mapper;
import org.apache.hadoop.mapred.OutputCollector;
import org.apache.hadoop.mapred.Reducer;
import org.apache.hadoop.mapred.Reporter;
import org.apache.hadoop.mapred.TextInputFormat;
import org.apache.hadoop.mapred.TextOutputFormat;
import org.apache.hadoop.security.UserGroupInformation;
import org.apache.hadoop.util.Tool;
import org.apache.hadoop.util.ToolRunner;
public class WordCountRemote extends Configured implements Tool {
public static final String inputPath = "/in";
public static final String outputPath = "/out";
public static class Map extends MapReduceBase implements
Mapper<LongWritable, Text, Text, IntWritable> {
private final static IntWritable one = new IntWritable(1);
private final Text word = new Text();
@Override
public void map(LongWritable key, Text value,
OutputCollector<Text, IntWritable> output, Reporter reporter)
throws IOException {
String line = value.toString();
StringTokenizer tokenizer = new StringTokenizer(line);
while (tokenizer.hasMoreTokens()) {
// 设置分割的字符放到
word.set(tokenizer.nextToken());
System.out.println("Map--->键(文本):->" + String.valueOf(word)
+ " " + "值(个数):->" + one);
output.collect(word, one);
}
}
}
public static class Reduce extends MapReduceBase implements
Reducer<Text, IntWritable, Text, IntWritable> {
@Override
public void reduce(Text key, Iterator<IntWritable> values,
OutputCollector<Text, IntWritable> output, Reporter reporter)
throws IOException {
int sum = 0;
while (values.hasNext()) {
sum += values.next().get();
}
System.out.println("Reduce--->键(文本):->" + String.valueOf(key)
+ " " + "值(个数):->" + sum);
output.collect(key, new IntWritable(sum));
}
}
@Override
public int run(String[] args) throws Exception {
// http://stackoverflow.com/questions/22231904/running-hadoop-job-remotely
UserGroupInformation ugi = UserGroupInformation
.createRemoteUser("cloudera");
try {
ugi.doAs(new PrivilegedExceptionAction<Void>() {
@Override
public Void run() throws Exception {
Configuration config = new Configuration();
config.set("fs.default.name", "hdfs://192.168.161.138:8020");
config.set("mapred.job.tracker", "192.168.161.138:8021");
config.set("hadoop.job.ugi", "cloudera");
config.set("user.name", "cloudera");
JobConf conf = new JobConf(config, WordCount.class);
conf.setJobName("WordCountNew");
conf.setOutputKeyClass(Text.class);
conf.setOutputValueClass(IntWritable.class);
conf.setMapperClass(Map.class);
conf.setReducerClass(Reduce.class);
conf.setInputFormat(TextInputFormat.class);
conf.setOutputFormat(TextOutputFormat.class);
FileInputFormat
.setInputPaths(
conf,
new Path(
"hdfs://192.168.161.138:8020/user/cloudera/input/word.txt"));
FileOutputFormat
.setOutputPath(
conf,
new Path(
"hdfs://192.168.161.138:8020/user/cloudera/output"));
JobClient.runJob(conf);
return null;
}
});
} catch (Exception e) {
e.printStackTrace();
}
return 0;
}
public static void main(String[] args) throws Exception {
Configuration config = new Configuration();
config.set("fs.default.name", "hdfs://192.168.161.138:8020");
config.set("mapred.job.tracker", "192.168.161.138:8021");
config.set("hadoop.job.ugi", "cloudera");
config.set("user.name", "cloudera");
int res = ToolRunner.run(config, new WordCountRemote(), args);
System.exit(res);
}
}
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