CountCountryDspMMR.java

package mobvista.prd.datasource.source.mapreduce;

import com.google.common.base.Strings;
import mobvista.dmp.util.MRUtils;
import mobvista.prd.datasource.country.interest.mapreduce.CountryInterestCountMR;
import mobvista.prd.datasource.tag.mapreduce.InterestTagJob;
import mobvista.prd.datasource.tag.mapreduce.reduce.CountReducer;
import org.apache.commons.cli.BasicParser;
import org.apache.commons.cli.CommandLine;
import org.apache.commons.cli.HelpFormatter;
import org.apache.commons.cli.Options;
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.lib.input.FileInputFormat;
import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
import org.apache.hadoop.util.Tool;
import org.apache.hadoop.util.ToolRunner;
import org.apache.log4j.Logger;

import java.io.IOException;

/**
 * Created by Administrator on 2017/5/16 0016.
 */
public class CountCountryDspMMR extends Configured implements Tool {
    private static final Logger log = Logger.getLogger(CountCountryDspMMR.class);
    public static void main(String[] args) {
        int exitCode = 0;
        try {
            exitCode = ToolRunner.run(new Configuration(), new CountCountryDspMMR(), args);
        } catch (Exception e) {
            exitCode = -1;
            log.error(e);
        } finally {
            System.exit(exitCode);
        }
    }

    @Override public int run(String[] args) throws Exception {
        Options options = buildOptions();
        BasicParser parser = new BasicParser();
        CommandLine commands = parser.parse(options, args);
        if (!checkMustOption(commands)) {
            printUsage(options);
            return 1;
        }

        String input = commands.getOptionValue("input");
        String output = commands.getOptionValue("output");
        String reduceNumStr = commands.getOptionValue("reduceNum");
        int reduceNum = Strings.isNullOrEmpty(reduceNumStr) ? 50 : Integer.parseInt(reduceNumStr);

        log.info("*************************");
        log.info("* input = " + input);
        log.info("* output = " + output);
        log.info("* reduceNum = " + reduceNum);
        log.info("*************************");

        this.getConf().set("mapreduce.task.io.sort.mb", "512");
        this.getConf().set("mapreduce.task.io.sort.factor", "100");
        this.getConf().set("mapreduce.reduce.shuffle.parallelcopies", "50");

        Job job = Job.getInstance(this.getConf(), "CountCountryDspMMR");
        job.setJarByClass(CountCountryDspMMR.class);
        job.setNumReduceTasks(reduceNum);
        job.setMapperClass(CountCountryDspMMapper.class);
        job.setReducerClass(CountReducer.class);
        job.setCombinerClass(CountReducer.class);
        job.setMapOutputKeyClass(Text.class);
        job.setMapOutputValueClass(LongWritable.class);
        job.setOutputKeyClass(Text.class);
        job.setOutputValueClass(LongWritable.class);
        job.setInputFormatClass(TextInputFormat.class);

        FileInputFormat.addInputPath(job, new Path(input));
        FileOutputFormat.setOutputPath(job, new Path(output));

        return job.waitForCompletion(true) ? 0 : 1;
    }

    public Options buildOptions() {
        Options options = new Options();
        options.addOption("input", true, "[must] daily input path ");
        options.addOption("output", true, "[must] output path");
        options.addOption("reduceNum", true, "number of reducer");
        return options;
    }

    public boolean checkMustOption(CommandLine commands) {
        if (!(commands.hasOption("input"))) {
            log.info("please set input ");
            return false;
        }
        if (!(commands.hasOption("output"))) {
            log.info("please set output ");
            return false;
        }
        return true;
    }

    public void printUsage(Options options) {
        HelpFormatter help = new HelpFormatter();
        help.printHelp("CountCountryDspMMR", options);
    }

    public static class CountCountryDspMMapper extends Mapper<LongWritable, Text, Text, LongWritable> {
        Text outKey = new Text();
        LongWritable outValue = new LongWritable(1);
        public void map (LongWritable key, Text value, Context context) throws IOException, InterruptedException {
            String line = value.toString();
            String[] fields = MRUtils.SPLITTER.split(line,-1);
            outKey.set(MRUtils.JOINER.join(fields[2], fields[3]));
            context.write(outKey, outValue);
        }
    }
}