Java代码统计网站中不同省份用户的访问数

2024-03-18 22:05:02 484

一、需求

针对log日志中给定的信息，统计网站中不同省份用户的访问数

二、编程代码

packageorg.apache.hadoop.studyhdfs.mapreduce;
importjava.io.IOException;
importorg.apache.commons.lang.StringUtils;
importorg.apache.hadoop.conf.Configuration;
importorg.apache.hadoop.conf.Configured;
importorg.apache.hadoop.fs.Path;
importorg.apache.hadoop.io.IntWritable;
importorg.apache.hadoop.io.LongWritable;
importorg.apache.hadoop.io.Text;
importorg.apache.hadoop.mapreduce.Job;
importorg.apache.hadoop.mapreduce.Mapper;
importorg.apache.hadoop.mapreduce.Mapper.Context;
importorg.apache.hadoop.mapreduce.Reducer;
importorg.apache.hadoop.mapreduce.lib.input.FileInputFormat;
importorg.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
importorg.apache.hadoop.util.Tool;
importorg.apache.hadoop.util.ToolRunner;
importorg.jboss.netty.util.internal.StringUtil;
publicclassProvinceCountMapReduceextendsConfiguredimplementsTool{
//1.map
/*
*<KEYIN,VALUEIN,KEYOUT,VALUEOUT>
*/
publicstaticclassWordCountMapperextendsMapper<LongWritable,Text,IntWritable,IntWritable>{
privateIntWritablemapOutputKey=newIntWritable();
privateIntWritablemapOutputValue=newIntWritable(1);
@Override
publicvoidmap(LongWritablekey,Textvalue,Contextcontext)
throwsIOException,InterruptedException{
//getlineValue
StringlineValue=value.toString();
//split
String[]strs=lineValue.split("\t");
//lineblank
Stringurl=strs[1];
StringprovinceIdValue=strs[23];
//guolv
if(strs.length<30||StringUtils.isBlank(provinceIdValue)||StringUtils.isBlank(url)){
return;
}
intprovinceId=Integer.MAX_VALUE;
try{
provinceId=Integer.valueOf(provinceIdValue);
}catch(Exceptione){
return;
}
if(provinceId==Integer.MAX_VALUE){
return;
}
mapOutputKey.set(provinceId);
context.write(mapOutputKey,mapOutputValue);
}
}
//2.reduce
publicstaticclassWordCountReduceextendsReducer<IntWritable,IntWritable,IntWritable,IntWritable>{
privateIntWritableoutputValue=newIntWritable();
@Override
publicvoidreduce(IntWritablekey,Iterable<IntWritable>values,Contextcontext)
throwsIOException,InterruptedException{
//todo
intsum=0;
for(IntWritablevalue:values){
sum+=value.get();
}
outputValue.set(sum);
context.write(key,outputValue);
}
}
publicintrun(String[]args)throwsException{
//1.getConfiguration
Configurationconf=super.getConf();
//2.createjob
Jobjob=Job.getInstance(conf,this.getClass().getSimpleName());
job.setJarByClass(ProvinceCountMapReduce.class);
//3.setjob
//3.1setinput
PathinputPath=newPath(args[0]);
FileInputFormat.addInputPath(job,inputPath);
//3.2setmapper
job.setMapperClass(WordCountMapper.class);
job.setMapOutputKeyClass(IntWritable.class);
job.setMapOutputValueClass(IntWritable.class);
//3.3setreduce
job.setReducerClass(WordCountReduce.class);
job.setOutputKeyClass(IntWritable.class);
job.setOutputValueClass(IntWritable.class);
//3.4setinput
PathoutputPath=newPath(args[1]);
FileOutputFormat.setOutputPath(job,outputPath);
//4.submmit
booleanisSuccess=job.waitForCompletion(true);
returnisSuccess?0:1;
}
publicstaticvoidmain(String[]args)throwsException{
args=newString[]{
"hdfs://Hadoop-senior02.beifeng.com:8020/input/2015082818",
"hdfs://Hadoop-senior02.beifeng.com:8020/output15/"
};
Configurationconf=newConfiguration();
conf.set("mapreduce.map.output.compress","true");
intstatus=ToolRunner.run(conf,newProvinceCountMapReduce(),args);
System.exit(status);
}
}

3、运行结果

1）运行代码：bin/hdfsdfs-text/output15/par*

2）运行结果：

13527
21672
3511
4325
5776
6661
795
880
9183
1093
11135
12289
13264
14374
15163
16419
17306
18272
19226
202861
21124
2238
2396
24100
2520
26157
2749
2821
2985
3042
32173

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Java代码统计网站中不同省份用户的访问数

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