org.apache.accumulo.examples.simple.mapreduce.NGramIngest Maven / Gradle / Ivy
Go to download
Show more of this group Show more artifacts with this name
Show all versions of accumulo-examples-simple Show documentation
Show all versions of accumulo-examples-simple Show documentation
Simple Apache Accumulo examples.
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.accumulo.examples.simple.mapreduce;
import java.io.IOException;
import java.util.SortedSet;
import java.util.TreeSet;
import org.apache.accumulo.core.cli.MapReduceClientOnRequiredTable;
import org.apache.accumulo.core.client.mapreduce.AccumuloOutputFormat;
import org.apache.accumulo.core.data.Mutation;
import org.apache.accumulo.core.data.Value;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.conf.Configured;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.Mapper;
import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
import org.apache.hadoop.util.Tool;
import org.apache.hadoop.util.ToolRunner;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.beust.jcommander.Parameter;
/**
* Map job to ingest n-gram files from
* http://storage.googleapis.com/books/ngrams/books/datasetsv2.html
*/
public class NGramIngest extends Configured implements Tool {
private static final Logger log = LoggerFactory.getLogger(NGramIngest.class);
static class Opts extends MapReduceClientOnRequiredTable {
@Parameter(names = "--input", required = true)
String inputDirectory;
}
static class NGramMapper extends Mapper {
@Override
protected void map(LongWritable location, Text value, Context context)
throws IOException, InterruptedException {
String parts[] = value.toString().split("\\t");
if (parts.length >= 4) {
Mutation m = new Mutation(parts[0]);
m.put(parts[1], String.format("%010d", Long.parseLong(parts[2])),
new Value(parts[3].trim().getBytes()));
context.write(null, m);
}
}
}
@Override
public int run(String[] args) throws Exception {
Opts opts = new Opts();
opts.parseArgs(getClass().getName(), args);
Job job = Job.getInstance(getConf());
job.setJobName(getClass().getSimpleName());
job.setJarByClass(getClass());
opts.setAccumuloConfigs(job);
job.setInputFormatClass(TextInputFormat.class);
job.setOutputFormatClass(AccumuloOutputFormat.class);
job.setMapperClass(NGramMapper.class);
job.setMapOutputKeyClass(Text.class);
job.setMapOutputValueClass(Mutation.class);
job.setNumReduceTasks(0);
job.setSpeculativeExecution(false);
if (!opts.getConnector().tableOperations().exists(opts.getTableName())) {
log.info("Creating table " + opts.getTableName());
opts.getConnector().tableOperations().create(opts.getTableName());
SortedSet splits = new TreeSet<>();
String numbers[] = "1 2 3 4 5 6 7 8 9".split("\\s");
String lower[] = "a b c d e f g h i j k l m n o p q r s t u v w x y z".split("\\s");
String upper[] = "A B C D E F G H I J K L M N O P Q R S T U V W X Y Z".split("\\s");
for (String[] array : new String[][] {numbers, lower, upper}) {
for (String s : array) {
splits.add(new Text(s));
}
}
opts.getConnector().tableOperations().addSplits(opts.getTableName(), splits);
}
TextInputFormat.addInputPath(job, new Path(opts.inputDirectory));
job.waitForCompletion(true);
return job.isSuccessful() ? 0 : 1;
}
public static void main(String[] args) throws Exception {
int res = ToolRunner.run(new Configuration(), new NGramIngest(), args);
if (res != 0)
System.exit(res);
}
}