eu.dicodeproject.analysis.twitter.SchemaUpdaterDriver Maven / Gradle / Ivy

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The examples module provides glue code implementation for extracting common phrases, key word distributions and more from tweets stored on HDFS/HBase. It builds on Mahout for more sophisticated analysis.

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/**
 * Copyright (C) 2010, 2011 Neofonie GmbH
 *
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of 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 eu.dicodeproject.analysis.twitter;

import java.io.IOException;
import java.util.Map;

import org.apache.commons.lang.StringUtils;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.HBaseConfiguration;
import org.apache.hadoop.hbase.client.Scan;
import org.apache.hadoop.hbase.mapreduce.TableMapReduceUtil;
import org.apache.hadoop.io.NullWritable;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.Reducer;
import org.apache.hadoop.mapreduce.lib.output.NullOutputFormat;
import org.apache.hadoop.util.ToolRunner;
import org.apache.mahout.common.AbstractJob;

/**
 *
 */
public class SchemaUpdaterDriver extends AbstractJob {

  public static void main(String args[]) throws Exception {
    ToolRunner.run(new SchemaUpdaterDriver(), args);
  }

  @Override
  public int run(String[] args) throws ClassNotFoundException, InterruptedException, IOException {
    // source
    addOption("sourcetable", "s", "The hbase table holding our data.", "twitterstream");
    addOption("sourcetextfamily", "stf", "The source table's column family holding our data.", "textFamily");
    addOption("sourcemetafamily", "smf", "The source table's column family holding our data.", "metaFamily");
    // sink
    addOption("table", "t", "The hbase table holding our data.");
    addOption("family", "f", "The column family holding our data.", "d");

    Map argMap = parseArguments(args);
    if (argMap == null) {
      return 1;
    }

    String sourceTable = argMap.get("--sourcetable");
    String sourceTextFamily = argMap.get("--sourcetextfamily");
    String sourceMetaFamily = argMap.get("--sourcemetafamily");

    String table = argMap.get("--table");
    if (StringUtils.isBlank(table)) {
      return 2;
    }

    String family = argMap.get("--family");

    Configuration cfg = HBaseConfiguration.create();
    cfg.set("sourceTextFamily", sourceTextFamily);
    cfg.set("sourceMetaFamily", sourceMetaFamily);
    cfg.set("table", table);
    cfg.set("family", family);

    Job job = new Job(cfg);
    job.setJarByClass(SchemaUpdaterDriver.class);

    Scan scan = new Scan();

    TableMapReduceUtil.initTableMapperJob(sourceTable, scan, SchemaUpdaterMapper.class, NullWritable.class,
	NullWritable.class, job);

    job.setJobName("SchemaUpdater");
    job.setMapOutputKeyClass(NullWritable.class);
    job.setMapOutputValueClass(NullWritable.class);

    // identity reducer
    job.setReducerClass(Reducer.class);
    job.setOutputKeyClass(NullWritable.class);
    job.setOutputValueClass(NullWritable.class);
    job.setOutputFormatClass(NullOutputFormat.class);

    job.setNumReduceTasks(0);
    job.waitForCompletion(true);

    return 0;
  }

}