com.littlehotspot.hadoop.mr.mobile.MobileLog.java Source code

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Here is the source code for com.littlehotspot.hadoop.mr.mobile.MobileLog.java

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/**
 * Copyright (c) 2017, Stupid Bird and/or its affiliates. All rights reserved.
 * STUPID BIRD PROPRIETARY/CONFIDENTIAL. Use is subject to license terms.
 *
 * @Project : hadoop
 * @Package : com.littlehotspot.hadoop.mr.box
 * @author <a href="http://www.lizhaoweb.net">??(John.Lee)</a>
 * @EMAIL 404644381@qq.com
 * @Time : 15:38
 */
package com.littlehotspot.hadoop.mr.mobile;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.conf.Configured;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
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.output.FileOutputFormat;
import org.apache.hadoop.util.Tool;

import java.io.IOException;
import java.net.URI;
import java.util.regex.Matcher;
import java.util.regex.Pattern;

/**
 * 
 */
public class MobileLog extends Configured implements Tool {

    private static class MobileMapper extends Mapper<LongWritable, Text, Text, Text> {

        private Pattern MOBILE_LOG_FORMAT_REGEX = Pattern
                .compile("^.+,.*,.*,.*,.*,.*,.*,.*,.+,.*,.*,.*,.*,.*,.*,.*,?$");

        @Override
        protected void map(LongWritable key, Text value, Mapper<LongWritable, Text, Text, Text>.Context context)
                throws IOException, InterruptedException {
            /**?=========*/
            try {
                String msg = value.toString();
                Matcher matcher = MOBILE_LOG_FORMAT_REGEX.matcher(msg);
                if (!matcher.find()) {
                    return;
                }
                context.write(value, new Text());
            } catch (Exception e) {
                e.printStackTrace();
            }
        }
    }

    private static class MobileReduce extends Reducer<Text, Text, Text, Text> {

        @Override
        protected void reduce(Text key, Iterable<Text> value, Reducer<Text, Text, Text, Text>.Context context)
                throws IOException, InterruptedException {
            try {
                context.write(key, new Text());
            } catch (Exception e) {
                e.printStackTrace();
            }
        }
    }

    @Override
    public int run(String[] arg) throws Exception {
        try {
            Job job = Job.getInstance(this.getConf(), MobileLog.class.getSimpleName());
            job.setJarByClass(MobileLog.class);

            /***/
            Path inputPath = new Path(arg[0]);
            FileInputFormat.addInputPath(job, inputPath);
            job.setMapperClass(MobileMapper.class);
            job.setMapOutputKeyClass(Text.class);
            job.setMapOutputValueClass(Text.class);

            /***/
            Path outputPath = new Path(arg[1]);
            FileSystem fileSystem = FileSystem.get(new URI(outputPath.toString()), new Configuration());
            if (fileSystem.exists(outputPath)) {
                fileSystem.delete(outputPath, true);
            }
            FileOutputFormat.setOutputPath(job, outputPath);
            job.setReducerClass(MobileReduce.class);
            job.setOutputKeyClass(Text.class);
            job.setOutputValueClass(Text.class);

            boolean status = job.waitForCompletion(true);
            if (!status) {
                throw new Exception("MapReduce task execute failed.........");
            }
            return 0;
        } catch (Exception e) {
            e.printStackTrace();
            return 1;
        }
    }
}