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Q8SalaryTop3Salary.java
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Q8SalaryTop3Salary.java
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package com.elon33.mr1;
import java.io.IOException;
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.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.input.TextInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
import org.apache.hadoop.mapreduce.lib.output.TextOutputFormat;
import org.apache.hadoop.util.GenericOptionsParser;
import org.apache.hadoop.util.Tool;
import org.apache.hadoop.util.ToolRunner;
public class Q8SalaryTop3Salary extends Configured implements Tool {
public static class MapClass extends Mapper<LongWritable, Text, IntWritable, Text> {
public void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException {
String[] kv = value.toString().split(",");
// <员工姓名,工资>
context.write(new IntWritable(0), new Text(kv[1].trim() + "," + kv[5].trim()));
}
}
public static class Reduce extends Reducer<IntWritable, Text, Text, Text> {
public void reduce(IntWritable key, Iterable<Text> values, Context context) throws IOException, InterruptedException {
String empName;
String firstEmpName = "";
String secondEmpName = "";
String thirdEmpName = "";
long empSalary = 0;
long firstEmpSalary = 0;
long secondEmpSalary = 0;
long thirdEmpSalary = 0;
for (Text val : values) {
empName = val.toString().split(",")[0];
empSalary = Long.parseLong(val.toString().split(",")[1]);
if(empSalary > firstEmpSalary) {
thirdEmpName = secondEmpName;
thirdEmpSalary = secondEmpSalary;
secondEmpName = firstEmpName;
secondEmpSalary = firstEmpSalary;
firstEmpName = empName;
firstEmpSalary = empSalary;
} else if (empSalary > secondEmpSalary) {
thirdEmpName = secondEmpName;
thirdEmpSalary = secondEmpSalary;
secondEmpName = empName;
secondEmpSalary = empSalary;
} else if (empSalary > thirdEmpSalary) {
thirdEmpName = empName;
thirdEmpSalary = empSalary;
}
}
context.write(new Text( "First employee name:" + firstEmpName), new Text("Salary:" + firstEmpSalary));
context.write(new Text( "Second employee name:" + secondEmpName), new Text("Salary:" + secondEmpSalary));
context.write(new Text( "Third employee name:" + thirdEmpName), new Text("Salary:" + thirdEmpSalary));
}
}
@Override
public int run(String[] args) throws Exception {
Job job = new Job(getConf(), "Q8SalaryTop3Salary");
job.setJobName("Q8SalaryTop3Salary");
job.setJarByClass(Q8SalaryTop3Salary.class);
job.setMapperClass(MapClass.class);
job.setReducerClass(Reduce.class);
job.setMapOutputKeyClass(IntWritable.class);
job.setMapOutputValueClass(Text.class);
job.setInputFormatClass(TextInputFormat.class);
job.setOutputKeyClass(Text.class);
job.setOutputFormatClass(TextOutputFormat.class);
job.setOutputValueClass(Text.class);
String[] otherArgs = new GenericOptionsParser(job.getConfiguration(), args).getRemainingArgs();
FileInputFormat.addInputPath(job, new Path(otherArgs[0]));
FileOutputFormat.setOutputPath(job, new Path(otherArgs[1]));
job.waitForCompletion(true);
return job.isSuccessful() ? 0 : 1;
}
public static void main(String[] args) throws Exception {
int res = ToolRunner.run(new Configuration(), new Q8SalaryTop3Salary(), args);
System.exit(res);
}
}