GaInstallTotalMR.java

package mobvista.dmp.datasource.ga.mapreduce;

import mobvista.dmp.common.CommonMapReduce;
import mobvista.dmp.common.CommonMapper;
import mobvista.dmp.common.InstallTotalReducer;
import mobvista.dmp.util.MRUtils;
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.io.compress.GzipCodec;
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.FileSplit;
import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;

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

/**
 * author: houying
 * date  : 16-11-8
 * desc  :
 */
public class GaInstallTotalMR extends CommonMapReduce {
    public GaInstallTotalMR(String name, Class<? extends Mapper> mapperClass, Class<? extends Reducer> reducerClass) {
        super(name, mapperClass, reducerClass);
    }

    public static void main(String[] args) throws Exception {
        start(new GaInstallTotalMR("ga install list total job", GaInstallTotalMapper.class, InstallTotalReducer.class), args);
    }

    @Override
    protected void otherSetting(Job job, String[] args) {
        job.setInputFormatClass(TextInputFormat.class);
    }

    @Override
    protected void setOutputPath(Job job, String[] args) throws IOException {
        FileOutputFormat.setOutputPath(job, new Path(args[2]));
        FileOutputFormat.setCompressOutput(job, true);
        FileOutputFormat.setOutputCompressorClass(job, GzipCodec.class);
    }

    @Override
    protected void setInputPath(Job job, String[] args) throws IOException {
        FileInputFormat.addInputPath(job, new Path(args[0]));
        FileInputFormat.addInputPath(job, new Path(args[1]));
    }

    private static class GaInstallTotalMapper extends CommonMapper {
        private Pattern datePtn = Pattern.compile("/(\\d{4}/\\d{2}/\\d{2})");
        @Override
        protected void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException {
            String[] array = MRUtils.SPLITTER.split(value.toString());
            if (array[0].matches(CommonMapReduce.didPtn) && !array[0].equals(CommonMapReduce.allZero)) {
                if (array.length == 5) { // ga install daily
                    outKey.set(MRUtils.JOINER.join(
                            array[0],
                            array[1],
                            fixPlatform(array[2])
                    ));
                    String path = ((FileSplit)context.getInputSplit()).getPath().toString();
                    Matcher m = datePtn.matcher(path);
                    if (!m.find()) {
                        return;
                    }
                    String date = m.group(1).replace("/","-");
                    outValue.set(MRUtils.JOINER.join(
                            array[3],
                            date
                    ));
                } else if (array.length == 4) { // ga install total
                    outKey.set(MRUtils.JOINER.join(
                            array[0],
                            array[1],
                            fixPlatform(array[2])
                    ));
                    outValue.set(array[3]);
                } else {
                    CommonMapReduce.setMetrics(context,"DMP","column_num_error",1);
                    return;
                }
                context.write(outKey, outValue);
            } else {
                CommonMapReduce.setMetrics(context,"DMP","devivce_exceptions",1);
            }

        }

        private String fixPlatform(String platform) {
            if (platform.equals("adr")) {
                return "android";
            } else {
                return platform;
            }
        }
    }
}