package hip.ch6.joins.semijoin; import hip.util.Cli; import hip.util.CliCommonOpts; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.conf.Configured; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; import org.apache.hadoop.util.Tool; import org.apache.hadoop.util.ToolRunner; public class Main extends Configured implements Tool { /** * Main entry point for the example. * * @param args arguments * @throws Exception when something goes wrong */ public static void main(final String[] args) throws Exception { int res = ToolRunner.run(new Configuration(), new Main(), args); System.exit(res); } /** * 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(UserLogJoinOpts.values()).build(); int result = cli.runCmd(); if (result != 0) { return result; } Path userLogsPath = new Path(cli.getArgValueAsString(UserLogJoinOpts.USER_LOGS)); Path usersPath = new Path(cli.getArgValueAsString(UserLogJoinOpts.USERS)); Path outputPath = new Path(cli.getArgValueAsString(CliCommonOpts.MrIoOpts.OUTPUT)); Configuration conf = super.getConf(); runJob(conf, usersPath, userLogsPath, outputPath); return 0; } public static void runJob(Configuration conf, Path smallFilePath, Path largeFilePath, Path workPath) throws Exception { FileSystem fs = workPath.getFileSystem(conf); fs.delete(workPath, true); fs.mkdirs(workPath); ///////////////////////////////////////////////////// // JOB 1 - Produce unique keys from the large file ///////////////////////////////////////////////////// Path uniqueKeyOutputPath = new Path(workPath, "unique"); UniqueHashedKeyJob.runJob(conf, largeFilePath, uniqueKeyOutputPath); ///////////////////////////////////////////////////// // JOB 2 - Use the unique keys from the large file to // retain the contents of the small file that // match ///////////////////////////////////////////////////// Path filteredSmallOutputPath = new Path(workPath, "filtered"); ReplicatedFilterJob.runJob(conf, smallFilePath, uniqueKeyOutputPath, filteredSmallOutputPath); ///////////////////////////////////////////////////// // JOB 3 - The final join ///////////////////////////////////////////////////// Path resultOutputPath = new Path(workPath, "result"); FinalJoinJob.runJob(conf, largeFilePath, filteredSmallOutputPath, resultOutputPath); } public enum UserLogJoinOpts implements Cli.ArgGetter { USER_LOGS(Cli.ArgBuilder.builder().hasArgument(true).required(true).description("User logs file or directory")), USERS(Cli.ArgBuilder.builder().hasArgument(true).required(true).description("Users file or directory")), OUTPUT(Cli.ArgBuilder.builder().hasArgument(true).required(true).description("HDFS output directory")); private final Cli.ArgInfo argInfo; UserLogJoinOpts(final Cli.ArgBuilder builder) { this.argInfo = builder.setArgName(name()).build(); } @Override public Cli.ArgInfo getArgInfo() { return argInfo; } } }