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  • mapreduce 模板

    /***
     * MapReduce Module
     * @author nele
     *
     */
    public class ModuleMapReduce extends Configured implements Tool {
    
        // map class
        /**
         * 
         * @author nele
         *  TODO
         */
        public static class ModuleMapper extends
                Mapper<LongWritable, Text, LongWritable, Text> {
    
            @Override
            public void map(LongWritable key, Text value, Context context)
                    throws IOException, InterruptedException {
                // TODO
            }
    
        }
    
        // reduce class
        /***
         * 
         * @author nele
         * TODO
         */
        public static class ModuleReducer extends
                Reducer<LongWritable, Text, LongWritable, Text> {
    
            @Override
            //TODO
            public void reduce(LongWritable key, Iterable<Text> values,
                    Context context) throws IOException, InterruptedException {
                // TODO
            }
    
        }
    
        // run method
        public int run(String[] args) throws Exception {
            Configuration conf = super.getConf();
    
            // create job
            Job job = Job.getInstance(conf, this.getClass().getSimpleName());
            job.setJarByClass(this.getClass());
    
            // set input path
            Path inPath = new Path(args[0]);
            FileInputFormat.addInputPath(job, inPath);
    
            // map
            //TODO
            job.setMapperClass(ModuleMapper.class);
            job.setMapOutputKeyClass(LongWritable.class);
            job.setMapOutputValueClass(Text.class);
    
            // conbile
            job.setCombinerClass(ModuleReducer.class);
    
            // reduce
            //TODO
            job.setReducerClass(ModuleReducer.class);
            job.setOutputKeyClass(LongWritable.class);
            job.setOutputValueClass(Text.class);
    
            // output
            Path outPath = new Path(args[1]);
            FileOutputFormat.setOutputPath(job, outPath);
    
            // submit
            return job.waitForCompletion(true) ? 0 : 1;
        }
    
        public static void main(String[] args) throws Exception {
    //        args = new String[] {
    //                "hdfs://bigdata5:8020/user/nele/data/input/wc.txt",
    //                "hdfs://bigdata5:8020/user/nele/data/output/output3" };
    
            Configuration conf = new Configuration();
    
            int status = ToolRunner.run(conf, new ModuleMapReduce(), args);
    
            System.exit(status);
        }
    
    }

    源代码:http://git.oschina.net/nele/WordCount/blob/master/src/main/java/org/apache/hadoop/WordCount/ModuleMapReduce.java?dir=0&filepath=src%2Fmain%2Fjava%2Forg%2Fapache%2Fhadoop%2FWordCount%2FModuleMapReduce.java&oid=768c6be2ff31813e1adad92669ee83560e1728bc&sha=3ced0622511a75a24223c62cf937ca40c6449501

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  • 原文地址:https://www.cnblogs.com/nele/p/5177540.html
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