Java tutorial
/** * 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.crawlstats; import java.io.IOException; import java.util.Iterator; 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.pipelineV3.CrawlPipelineStep; import org.commoncrawl.mapred.pipelineV3.CrawlPipelineTask; import org.commoncrawl.util.JobBuilder; import org.commoncrawl.util.JoinMapper; import org.commoncrawl.util.JoinValue; import org.commoncrawl.util.TextBytes; import com.google.common.collect.ImmutableList; import com.google.gson.JsonObject; import com.google.gson.JsonParser; /** * * @author rana * */ public class DNSAndCrawlStatsJoinStep extends CrawlPipelineStep implements Reducer<TextBytes, JoinValue, TextBytes, TextBytes> { enum Counters { GOT_CRAWL_STATS, GOT_DNS_STASTS } public static final String OUTPUT_DIR_NAME = "dnsCrawlStatsJoin"; private static final Log LOG = LogFactory.getLog(DNSAndCrawlStatsJoinStep.class); JsonParser parser = new JsonParser(); public DNSAndCrawlStatsJoinStep() { super(null, null, null); } public DNSAndCrawlStatsJoinStep(CrawlPipelineTask task) { super(task, "DNS to CrawlStats Join", 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<JoinValue> values, OutputCollector<TextBytes, TextBytes> output, Reporter reporter) throws IOException { JsonObject crawlStatsObject = null; JsonObject dnsStats = null; while (values.hasNext()) { JoinValue value = values.next(); if (value.getTag().toString().equals(WWWPrefixStatsWriterStep.OUTPUT_DIR_NAME)) { reporter.incrCounter(Counters.GOT_CRAWL_STATS, 1); crawlStatsObject = parser.parse(value.getTextValue().toString()).getAsJsonObject(); } else { reporter.incrCounter(Counters.GOT_DNS_STASTS, 1); JsonObject dnsStatsItem = parser.parse(value.getTextValue().toString()).getAsJsonObject(); if (dnsStats == null) { dnsStats = new JsonObject(); } String domain = dnsStatsItem.get("domain").getAsString(); dnsStatsItem.remove("domain"); dnsStats.add(domain, dnsStatsItem); } } if (crawlStatsObject == null) { crawlStatsObject = new JsonObject(); } if (dnsStats != null) { crawlStatsObject.add("dnsStats", dnsStats); } output.collect(key, new TextBytes(crawlStatsObject.toString())); } @Override public void runStep(Path outputPathLocation) throws IOException { ImmutableList<Path> inputs = new ImmutableList.Builder<Path>() .add(getOutputDirForStep(WWWPrefixStatsWriterStep.class)) .add(getOutputDirForStep(DNSFailuresCollectorStep.class)).build(); JobConf job = new JobBuilder(getDescription(), getConf()) .inputs(inputs).inputIsSeqFile().mapper(JoinMapper.class) .mapperKeyValue(TextBytes.class, JoinValue.class).reducer(DNSAndCrawlStatsJoinStep.class, false) .outputKeyValue(TextBytes.class, TextBytes.class).reducer(DNSAndCrawlStatsJoinStep.class, false) .numReducers(CrawlEnvironment.NUM_DB_SHARDS / 2).outputIsSeqFile().output(outputPathLocation) .build(); JobClient.runJob(job); } }