package mobvista.dmp.datasource.adn.mapreduce; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.NullWritable; 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.output.FileOutputFormat; import org.apache.hadoop.util.GenericOptionsParser; import java.io.IOException; /** * Created by Administrator on 2017/6/12 0012. */ public class MergeAdnClickMR { public static void main (String[] args) { int exitCode = 0; try { Configuration conf = new Configuration(); conf.set("mapreduce.map.speculative", "true"); conf.set("mapreduce.reduce.speculative", "true"); conf.set("mapreduce.task.io.sort.mb", "500"); conf.set("mapreduce.reduce.java.opts", "-Xmx1536m"); conf.set("mapreduce.reduce.memory.mb", "2048"); conf.set("mapreduce.reduce.shuffle.parallelcopies", "50"); String[] otherArgs = new GenericOptionsParser(conf, args).getRemainingArgs(); Job job = Job.getInstance(conf, "MergeAdnClickMR"); job.setJarByClass(MergeAdnClickMR.class); FileOutputFormat.setCompressOutput(job, true); FileOutputFormat.setOutputCompressorClass(job, GzipCodec.class); job.setMapperClass(MergeAdnClickMapper.class); job.setReducerClass(MergeAdnClickReducer.class); job.setOutputKeyClass(Text.class); job.setOutputValueClass(NullWritable.class); FileInputFormat.addInputPath(job, new Path(otherArgs[0])); FileInputFormat.addInputPath(job, new Path(otherArgs[1])); FileOutputFormat.setOutputPath(job, new Path(otherArgs[2])); exitCode = job.waitForCompletion(true) ? 0 : 1; } catch (Exception e) { exitCode = -1; e.printStackTrace(); } finally { System.exit(exitCode); } } public static class MergeAdnClickMapper extends Mapper<LongWritable, Text, Text, NullWritable> { @Override protected void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException { context.write(value, NullWritable.get()); } } public static class MergeAdnClickReducer extends Reducer<Text, NullWritable, Text, NullWritable> { @Override protected void reduce(Text key, Iterable<NullWritable> values, Context context) throws IOException, InterruptedException { context.write(key, NullWritable.get()); } } }