/**
* Copyright 2012 - CommonCrawl Foundation
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>.
*
**/
package org.commoncrawl.mapred.pipelineV3.domainmeta.blogs.postfrequency;
import java.io.IOException;
import java.util.Iterator;
import java.util.Map;
import java.util.TreeMap;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.mapred.JobClient;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.OutputCollector;
import org.apache.hadoop.mapred.Reducer;
import org.apache.hadoop.mapred.Reporter;
import org.commoncrawl.crawl.common.internal.CrawlEnvironment;
import org.commoncrawl.mapred.HitsByMonth;
import org.commoncrawl.mapred.pipelineV3.CrawlPipelineStep;
import org.commoncrawl.mapred.pipelineV3.CrawlPipelineTask;
import org.commoncrawl.util.JobBuilder;
import org.commoncrawl.util.TextBytes;
import com.google.common.collect.ImmutableList;
/**
* Phase 2 Aggregator
*
* @author rana
*
*/
public class AggregateStatsByMonth extends CrawlPipelineStep implements
Reducer<TextBytes, HitsByMonth, TextBytes, HitsByMonth> {
public static final String OUTPUT_DIR_NAME = "phase-2";
private static final Log LOG = LogFactory.getLog(AggregateStatsByMonth.class);
/** default constructor (for mapper) **/
public AggregateStatsByMonth() {
super(null, null, null);
}
/** step constructor **/
public AggregateStatsByMonth(CrawlPipelineTask task) throws IOException {
super(task, task.getDescription() + " - Phase 2", OUTPUT_DIR_NAME);
}
@Override
public void close() throws IOException {
}
@Override
public void configure(JobConf job) {
}
@Override
public Log getLogger() {
return LOG;
}
@Override
public void reduce(TextBytes key, Iterator<HitsByMonth> values, OutputCollector<TextBytes, HitsByMonth> output,
Reporter reporter) throws IOException {
Map<HitsByMonth, HitsByMonth> hitCounts = new TreeMap<HitsByMonth, HitsByMonth>();
while (values.hasNext()) {
HitsByMonth nextHit = values.next();
HitsByMonth existingHit = hitCounts.get(nextHit);
if (existingHit == null) {
HitsByMonth hit = null;
try {
hit = (HitsByMonth) nextHit.clone();
} catch (CloneNotSupportedException e) {
}
hitCounts.put(hit, hit);
} else {
existingHit.setHitCount(existingHit.getHitCount() + 1);
existingHit.setFlags(existingHit.getFlags() | nextHit.getFlags());
hitCounts.put(existingHit, existingHit);
}
}
for (HitsByMonth hit : hitCounts.values()) {
output.collect(key, hit);
}
}
@Override
public void runStep(Path outputPathLocation) throws IOException {
LOG.info("Task Identity Path is:" + getTaskIdentityPath());
LOG.info("Temp Path is:" + outputPathLocation);
ImmutableList<Path> paths = new ImmutableList.Builder<Path>().add(
makeUniqueOutputDirPath(_task.getOutputDirForStep(ScanDatabaseStep.OUTPUT_DIR_NAME), getTaskIdentityId()))
.build();
JobConf job = new JobBuilder(getDescription() + " - Phase 2", getConf()).inputIsSeqFile().inputs(paths).reducer(
AggregateStatsByMonth.class, false).keyValue(TextBytes.class, HitsByMonth.class).numReducers(
CrawlEnvironment.NUM_DB_SHARDS / 2).output(outputPathLocation).outputIsSeqFile().build();
JobClient.runJob(job);
}
}