@Override //Usage DBCountPageView [driverClass dburl] public int run(String[] args) throws Exception { String driverClassName = DRIVER_CLASS; String url = DB_URL; if(args.length > 1) { driverClassName = args[0]; url = args[1]; } initialize(driverClassName, url); JobConf job = new JobConf(getConf(), DBCountPageView.class); job.setJobName("Count Pageviews of URLs"); job.setMapperClass(PageviewMapper.class); job.setCombinerClass(LongSumReducer.class); job.setReducerClass(PageviewReducer.class); DBConfiguration.configureDB(job, driverClassName, url); DBInputFormat.setInput(job, AccessRecord.class, "Access" , null, "url", AccessFieldNames); DBOutputFormat.setOutput(job, "Pageview", PageviewFieldNames); job.setMapOutputKeyClass(Text.class); job.setMapOutputValueClass(LongWritable.class); job.setOutputKeyClass(PageviewRecord.class); job.setOutputValueClass(NullWritable.class); try { JobClient.runJob(job); boolean correct = verify(); if(!correct) { throw new RuntimeException("Evaluation was not correct!"); } } finally { shutdown(); } return 0; }
/** * The MapReduce driver - setup and launch the job. * * @param args the command-line arguments * @return the process exit code * @throws Exception if something goes wrong */ public int run(final String[] args) throws Exception { Cli cli = Cli.builder().setArgs(args).addOptions(CliCommonOpts.OutputFileOption.values()).build(); int result = cli.runCmd(); if (result != 0) { return result; } Path output = new Path(cli.getArgValueAsString(CliCommonOpts.OutputFileOption.OUTPUT)); Configuration conf = super.getConf(); DBConfiguration.configureDB(conf, "com.mysql.jdbc.Driver", "jdbc:mysql://localhost/sqoop_test" + "?user=hip_sqoop_user&password=password"); JobConf job = new JobConf(conf); job.setJarByClass(DBImportMapReduce.class); job.setInputFormat(DBInputFormat.class); job.setOutputFormat(AvroOutputFormat.class); AvroJob.setOutputSchema(job, Stock.SCHEMA$); job.set(AvroJob.OUTPUT_CODEC, SnappyCodec.class.getName()); job.setMapperClass(Map.class); job.setNumMapTasks(4); job.setNumReduceTasks(0); job.setMapOutputKeyClass(AvroWrapper.class); job.setMapOutputValueClass(NullWritable.class); job.setOutputKeyClass(AvroWrapper.class); job.setOutputValueClass(NullWritable.class); FileOutputFormat.setOutputPath(job, output); DBInputFormat.setInput( job, StockDbWritable.class, "select * from stocks", "SELECT COUNT(id) FROM stocks"); RunningJob runningJob = JobClient.runJob(job); return runningJob.isSuccessful() ? 0 : 1; }
@Override //Usage DBCountPageView [driverClass dburl] public int run(String[] args) throws Exception { String driverClassName = DRIVER_CLASS; String url = DB_URL; if (args.length > 1) { driverClassName = args[0]; url = args[1]; } initialize(driverClassName, url); JobConf job = new JobConf(getConf(), DBCountPageView.class); job.setJobName("Count Pageviews of URLs"); job.setMapperClass(PageviewMapper.class); job.setCombinerClass(LongSumReducer.class); job.setReducerClass(PageviewReducer.class); DBConfiguration.configureDB(job, driverClassName, url); DBInputFormat.setInput(job, AccessRecord.class, "Access", null, "url", AccessFieldNames); DBOutputFormat.setOutput(job, "Pageview", PageviewFieldNames); job.setMapOutputKeyClass(Text.class); job.setMapOutputValueClass(LongWritable.class); job.setOutputKeyClass(PageviewRecord.class); job.setOutputValueClass(NullWritable.class); try { JobClient.runJob(job); boolean correct = verify(); if (!correct) { throw new RuntimeException("Evaluation was not correct!"); } } finally { shutdown(); } return 0; }