package hip.ch7.friendsofafriend;
import hip.util.Cli;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.conf.Configured;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
import org.apache.hadoop.mapreduce.lib.input.KeyValueTextInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
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(Options.values()).build();
int result = cli.runCmd();
if (result != 0) {
return result;
}
Path inputPath = new Path(cli.getArgValueAsString(Options.INPUT));
Path calcOutputPath = new Path(cli.getArgValueAsString(Options.CALC_OUTPUT));
Path sortOutputPath = new Path(cli.getArgValueAsString(Options.SORT_OUTPUT));
Configuration conf = super.getConf();
if (runCalcJob(conf, inputPath, calcOutputPath)) {
runSortJob(conf, calcOutputPath, sortOutputPath);
}
return 0;
}
public static boolean runCalcJob(Configuration conf, Path input, Path outputPath)
throws Exception {
Job job = new Job(conf);
job.setJarByClass(Main.class);
job.setMapperClass(CalcMapReduce.Map.class);
job.setReducerClass(CalcMapReduce.Reduce.class);
job.setInputFormatClass(KeyValueTextInputFormat.class);
job.setMapOutputKeyClass(CalcMapReduce.TextPair.class);
job.setMapOutputValueClass(IntWritable.class);
FileInputFormat.setInputPaths(job, input);
FileOutputFormat.setOutputPath(job, outputPath);
return job.waitForCompletion(true);
}
public static void runSortJob(Configuration conf, Path input, Path outputPath)
throws Exception {
Job job = new Job(conf);
job.setJarByClass(Main.class);
job.setMapperClass(SortMapReduce.Map.class);
job.setReducerClass(SortMapReduce.Reduce.class);
job.setInputFormatClass(KeyValueTextInputFormat.class);
job.setMapOutputKeyClass(Person.class);
job.setMapOutputValueClass(Person.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(Text.class);
job.setPartitionerClass(PersonNamePartitioner.class);
job.setSortComparatorClass(PersonComparator.class);
job.setGroupingComparatorClass(PersonNameComparator.class);
FileInputFormat.setInputPaths(job, input);
FileOutputFormat.setOutputPath(job, outputPath);
job.waitForCompletion(true);
}
public enum Options implements Cli.ArgGetter {
INPUT(Cli.ArgBuilder.builder().hasArgument(true).required(true).description("Input file or directory")),
CALC_OUTPUT(Cli.ArgBuilder.builder().hasArgument(true).required(true).description("HDFS output directory")),
SORT_OUTPUT(Cli.ArgBuilder.builder().hasArgument(true).required(true).description("HDFS output directory"));
private final Cli.ArgInfo argInfo;
Options(final Cli.ArgBuilder builder) {
this.argInfo = builder.setArgName(name()).build();
}
@Override
public Cli.ArgInfo getArgInfo() {
return argInfo;
}
}
}