/*
* 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.hadoop.chukwa.extraction.demux.processor.mapper;
import java.io.IOException;
import java.util.HashMap;
import java.util.Iterator;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
import org.apache.hadoop.chukwa.extraction.engine.ChukwaRecord;
import org.apache.hadoop.chukwa.extraction.engine.ChukwaRecordKey;
import org.apache.hadoop.chukwa.extraction.engine.Record;
import org.apache.hadoop.mapred.OutputCollector;
import org.apache.hadoop.mapred.Reporter;
import org.apache.log4j.Logger;
public class JobLogHistoryProcessor extends AbstractProcessor {
static Logger log = Logger.getLogger(JobLogHistoryProcessor.class);
private static final String recordType = "JobLogHistory";
private static String internalRegex = null;
private static Pattern ip = null;
private Matcher internalMatcher = null;
public JobLogHistoryProcessor() {
internalRegex = "(.*?)=\"(.*?)\"(.*)([\\n])?";
ip = Pattern.compile(internalRegex);
internalMatcher = ip.matcher("-");
}
@Override
protected void parse(String recordEntry,
OutputCollector<ChukwaRecordKey, ChukwaRecord> output, Reporter reporter)
throws Throwable {
// log.info("JobLogHistoryProcessor record: [" + recordEntry + "] type["
// + chunk.getDataType() + "]");
try {
HashMap<String, String> keys = new HashMap<String, String>();
ChukwaRecord record = null;
int firstSep = recordEntry.indexOf(" ");
keys.put("RECORD_TYPE", recordEntry.substring(0, firstSep));
// log.info("JobLogHistoryProcessor Add field: [RECORD_TYPE]["
// + keys.get("RECORD_TYPE") + "]");
String body = recordEntry.substring(firstSep);
internalMatcher.reset(body);
// String fieldName = null;
// String fieldValue = null;
while (internalMatcher.matches()) {
keys.put(internalMatcher.group(1).trim(), internalMatcher.group(2)
.trim());
// TODO Remove debug info before production
// fieldName = internalMatcher.group(1).trim();
// fieldValue = internalMatcher.group(2).trim();
// log.info("JobLogHistoryProcessor Add field: [" + fieldName +
// "][" + fieldValue +"]" );
// log.info("EOL : [" + internalMatcher.group(3) + "]" );
internalMatcher.reset(internalMatcher.group(3));
}
if (!keys.containsKey("JOBID")) {
// Extract JobID from taskID
// JOBID = "job_200804210403_0005"
// TASKID = "tip_200804210403_0005_m_000018"
String jobId = keys.get("TASKID");
int idx1 = jobId.indexOf('_', 0);
int idx2 = jobId.indexOf('_', idx1 + 1);
idx2 = jobId.indexOf('_', idx2 + 1);
keys.put("JOBID", jobId.substring(idx1 + 1, idx2));
// log.info("JobLogHistoryProcessor Add field: [JOBID]["
// + keys.get("JOBID") + "]");
} else {
String jobId = keys.get("JOBID").replace("_", "").substring(3);
keys.put("JOBID", jobId);
}
// if (keys.get("RECORD_TYPE").equalsIgnoreCase("Job") &&
// keys.containsKey("SUBMIT_TIME"))
// {
// // Job JOBID="job_200804210403_0005" JOBNAME="MY_JOB"
// USER="userxxx"
// // SUBMIT_TIME="1208760436751"
// JOBCONF="/mapredsystem/xxx.yyy.com/job_200804210403_0005/job.xml"
//
//
// }
// else if (keys.get("RECORD_TYPE").equalsIgnoreCase("Job") &&
// keys.containsKey("LAUNCH_TIME"))
// {
// // Job JOBID="job_200804210403_0005" LAUNCH_TIME="1208760437110"
// TOTAL_MAPS="5912" TOTAL_REDUCES="739"
//
// }
// else if (keys.get("RECORD_TYPE").equalsIgnoreCase("Job") &&
// keys.containsKey("FINISH_TIME"))
// {
// // Job JOBID="job_200804210403_0005" FINISH_TIME="1208760906816"
// JOB_STATUS="SUCCESS" FINISHED_MAPS="5912" FINISHED_REDUCES="739"
// FAILED_MAPS="0" FAILED_REDUCES="0"
// // COUNTERS="File Systems.Local bytes read:1735053407244,File
// Systems.Local bytes written:2610106384012,File Systems.HDFS bytes
// read:801605644910,File Systems.HDFS bytes written:44135800,
// // Job Counters .Launched map tasks:5912,Job Counters .Launched
// reduce tasks:739,Job Counters .Data-local map tasks:5573,Job
// Counters .Rack-local map tasks:316,Map-Reduce Framework.
// // Map input records:9410696067,Map-Reduce Framework.Map output
// records:9410696067,Map-Reduce Framework.Map input
// bytes:801599188816,Map-Reduce Framework.Map output
// bytes:784427968116,
// // Map-Reduce Framework.Combine input records:0,Map-Reduce
// Framework.Combine output records:0,Map-Reduce Framework.Reduce
// input groups:477265,Map-Reduce Framework.Reduce input
// records:739000,
// // Map-Reduce Framework.Reduce output records:739000"
//
// }
// else
if (keys.get("RECORD_TYPE").equalsIgnoreCase("MapAttempt")
&& keys.containsKey("START_TIME")) {
// MapAttempt TASK_TYPE="MAP"
// TASKID="tip_200804210403_0005_m_000018"
// TASK_ATTEMPT_ID="task_200804210403_0005_m_000018_0"
// START_TIME="1208760437531"
// HOSTNAME="tracker_xxx.yyy.com:xxx.yyy.com/xxx.xxx.xxx.xxx:53734"
key = new ChukwaRecordKey();
key.setKey("JobLogHist/Map/" + keys.get("JOBID") + "/"
+ keys.get("START_TIME"));
key.setReduceType("JobLogHistoryReduceProcessor");
record = new ChukwaRecord();
record.setTime(Long.parseLong(keys.get("START_TIME")));
record.add("JOBID", keys.get("JOBID"));
record.add("START_TIME", keys.get("START_TIME"));
record.add(Record.tagsField, chunk.getTags());
// log.info("JobLogHist/Map/S");
output.collect(key, record);
} else if (keys.get("RECORD_TYPE").equalsIgnoreCase("MapAttempt")
&& keys.containsKey("FINISH_TIME")) {
// MapAttempt TASK_TYPE="MAP"
// TASKID="tip_200804210403_0005_m_005494"
// TASK_ATTEMPT_ID="task_200804210403_0005_m_005494_0"
// TASK_STATUS="SUCCESS"
// FINISH_TIME="1208760624124"
// HOSTNAME="tracker_xxxx.yyyy.com:xxx.yyy.com/xxx.xxx.xxx.xxx:55491"
key = new ChukwaRecordKey();
key.setKey("JobLogHist/Map/" + keys.get("JOBID") + "/"
+ keys.get("FINISH_TIME"));
key.setReduceType("JobLogHistoryReduceProcessor");
record = new ChukwaRecord();
record.setTime(Long.parseLong(keys.get("FINISH_TIME")));
record.add("JOBID", keys.get("JOBID"));
record.add("FINISH_TIME", keys.get("FINISH_TIME"));
record.add(Record.tagsField, chunk.getTags());
// log.info("JobLogHist/Map/E");
output.collect(key, record);
}
else if (keys.get("RECORD_TYPE").equalsIgnoreCase("ReduceAttempt")
&& keys.containsKey("START_TIME")) {
// ReduceAttempt TASK_TYPE="REDUCE"
// TASKID="tip_200804210403_0005_r_000138"
// TASK_ATTEMPT_ID="task_200804210403_0005_r_000138_0"
// START_TIME="1208760454885"
// HOSTNAME="tracker_xxxx.yyyy.com:xxx.yyy.com/xxx.xxx.xxx.xxx:51947"
key = new ChukwaRecordKey();
key.setKey("JobLogHist/SHUFFLE/" + keys.get("JOBID") + "/"
+ keys.get("START_TIME"));
key.setReduceType("JobLogHistoryReduceProcessor");
record = new ChukwaRecord();
record.setTime(Long.parseLong(keys.get("START_TIME")));
record.add("JOBID", keys.get("JOBID"));
record.add("START_TIME", keys.get("START_TIME"));
record.add(Record.tagsField, chunk.getTags());
// log.info("JobLogHist/SHUFFLE/S");
output.collect(key, record);
} else if (keys.get("RECORD_TYPE").equalsIgnoreCase("ReduceAttempt")
&& keys.containsKey("FINISH_TIME")) {
// ReduceAttempt TASK_TYPE="REDUCE"
// TASKID="tip_200804210403_0005_r_000138"
// TASK_ATTEMPT_ID="task_200804210403_0005_r_000138_0"
// TASK_STATUS="SUCCESS" SHUFFLE_FINISHED="1208760787167"
// SORT_FINISHED="1208760787354" FINISH_TIME="1208760802395"
// HOSTNAME="tracker__xxxx.yyyy.com:xxx.yyy.com/xxx.xxx.xxx.xxx:51947"
key = new ChukwaRecordKey();
key.setKey("JobLogHist/SHUFFLE/" + keys.get("JOBID") + "/"
+ keys.get("SHUFFLE_FINISHED"));
key.setReduceType("JobLogHistoryReduceProcessor");
record = new ChukwaRecord();
record.setTime(Long.parseLong(keys.get("SHUFFLE_FINISHED")));
record.add("JOBID", keys.get("JOBID"));
record.add("SHUFFLE_FINISHED", keys.get("SHUFFLE_FINISHED"));
record.add(Record.tagsField, chunk.getTags());
// log.info("JobLogHist/SHUFFLE/E");
output.collect(key, record);
// SORT
key = new ChukwaRecordKey();
key.setKey("JobLogHist/SORT/" + keys.get("JOBID") + "/"
+ keys.get("SHUFFLE_FINISHED"));
key.setReduceType("JobLogHistoryReduceProcessor");
record = new ChukwaRecord();
record.setTime(Long.parseLong(keys.get("SHUFFLE_FINISHED")));
record.add("JOBID", keys.get("JOBID"));
record.add("START_TIME", keys.get("SHUFFLE_FINISHED"));
record.add(Record.tagsField, chunk.getTags());
// log.info("JobLogHist/SORT/S");
output.collect(key, record);
key = new ChukwaRecordKey();
key.setKey("JobLogHist/SORT/" + keys.get("JOBID") + "/"
+ keys.get("SORT_FINISHED"));
key.setReduceType("JobLogHistoryReduceProcessor");
record = new ChukwaRecord();
record.setTime(Long.parseLong(keys.get("SORT_FINISHED")));
record.add("JOBID", keys.get("JOBID"));
record.add("SORT_FINISHED", keys.get("SORT_FINISHED"));
record.add(Record.tagsField, chunk.getTags());
// log.info("JobLogHist/SORT/E");
output.collect(key, record);
// Reduce
key = new ChukwaRecordKey();
key.setKey("JobLogHist/REDUCE/" + keys.get("JOBID") + "/"
+ keys.get("SORT_FINISHED"));
key.setReduceType("JobLogHistoryReduceProcessor");
record = new ChukwaRecord();
record.setTime(Long.parseLong(keys.get("SORT_FINISHED")));
record.add("JOBID", keys.get("JOBID"));
record.add("START_TIME", keys.get("SORT_FINISHED"));
record.add(Record.tagsField, chunk.getTags());
// log.info("JobLogHist/REDUCE/S");
output.collect(key, record);
key = new ChukwaRecordKey();
key.setKey("JobLogHist/REDUCE/" + keys.get("JOBID") + "/"
+ keys.get("FINISH_TIME"));
key.setReduceType("JobLogHistoryReduceProcessor");
record = new ChukwaRecord();
record.setTime(Long.parseLong(keys.get("SORT_FINISHED")));
record.add("JOBID", keys.get("JOBID"));
record.add("FINISH_TIME", keys.get("SORT_FINISHED"));
record.add(Record.tagsField, chunk.getTags());
// log.info("JobLogHist/REDUCE/E");
output.collect(key, record);
} else if (keys.get("RECORD_TYPE").equalsIgnoreCase("Job")) {
// 1
// Job JOBID="job_200809062051_0001" JOBNAME="wordcount" USER="xxx"
// SUBMIT_TIME="1208760906812"
// JOBCONF=
// "/user/xxx/mapredsystem/563976.yyy.zzz.com/job_200809062051_0001/job.xml"
// 2
// Job JOBID="job_200809062051_0001" LAUNCH_TIME="1208760906816"
// TOTAL_MAPS="3" TOTAL_REDUCES="7"
// 3
// Job JOBID="job_200804210403_0005" FINISH_TIME="1208760906826"
// JOB_STATUS="SUCCESS" FINISHED_MAPS="5912"
// FINISHED_REDUCES="739" FAILED_MAPS="0" FAILED_REDUCES="0"
// COUNTERS="File Systems.Local bytes read:1735053407244,File
// Systems.Local bytes written:2610106384012,File Systems.HDFS
// bytes read:801605644910,File Systems.HDFS bytes
// written:44135800,
// Job Counters .Launched map tasks:5912,Job Counters .Launched
// reduce tasks:739,Job Counters .Data-local map tasks:5573,Job
// Counters .Rack-local map tasks:316,Map-Reduce Framework.
// Map input records:9410696067,Map-Reduce Framework.Map output
// records:9410696067,Map-Reduce Framework.Map input
// bytes:801599188816,Map-Reduce Framework.Map output
// bytes:784427968116,
// Map-Reduce Framework.Combine input records:0,Map-Reduce
// Framework.Combine output records:0,Map-Reduce
// Framework.Reduce input groups:477265,Map-Reduce
// Framework.Reduce input records:739000,
// Map-Reduce Framework.Reduce output records:739000"
record = new ChukwaRecord();
key = new ChukwaRecordKey();
buildGenericRecord(record, null, Long
.parseLong(keys.get("FINISH_TIME")), "MRJob");
if (keys.containsKey("COUNTERS")) {
extractCounters(record, keys.get("COUNTERS"));
}
key = new ChukwaRecordKey();
key.setKey("MRJob/" + keys.get("JOBID"));
key.setReduceType("MRJobReduceProcessor");
record = new ChukwaRecord();
record.add(Record.tagsField, chunk.getTags());
if (keys.containsKey("SUBMIT_TIME")) {
record.setTime(Long.parseLong(keys.get("SUBMIT_TIME")));
} else if (keys.containsKey("LAUNCH_TIME")) {
record.setTime(Long.parseLong(keys.get("LAUNCH_TIME")));
} else if (keys.containsKey("FINISH_TIME")) {
record.setTime(Long.parseLong(keys.get("FINISH_TIME")));
}
Iterator<String> it = keys.keySet().iterator();
while (it.hasNext()) {
String field = it.next();
record.add(field, keys.get(field));
}
output.collect(key, record);
}
if (keys.containsKey("TASK_TYPE")
&& keys.containsKey("COUNTERS")
&& (keys.get("TASK_TYPE").equalsIgnoreCase("REDUCE") || keys.get(
"TASK_TYPE").equalsIgnoreCase("MAP"))) {
// MAP
// Task TASKID="tip_200804210403_0005_m_000154" TASK_TYPE="MAP"
// TASK_STATUS="SUCCESS" FINISH_TIME="1208760463883"
// COUNTERS="File Systems.Local bytes read:159265655,File
// Systems.Local bytes written:318531310,
// File Systems.HDFS bytes read:145882417,Map-Reduce
// Framework.Map input records:1706604,
// Map-Reduce Framework.Map output records:1706604,Map-Reduce
// Framework.Map input bytes:145882057,
// Map-Reduce Framework.Map output bytes:142763253,Map-Reduce
// Framework.Combine input records:0,Map-Reduce
// Framework.Combine output records:0"
// REDUCE
// Task TASKID="tip_200804210403_0005_r_000524"
// TASK_TYPE="REDUCE" TASK_STATUS="SUCCESS"
// FINISH_TIME="1208760877072"
// COUNTERS="File Systems.Local bytes read:1179319677,File
// Systems.Local bytes written:1184474889,File Systems.HDFS
// bytes written:59021,
// Map-Reduce Framework.Reduce input groups:684,Map-Reduce
// Framework.Reduce input records:1000,Map-Reduce
// Framework.Reduce output records:1000"
record = new ChukwaRecord();
key = new ChukwaRecordKey();
buildGenericRecord(record, null, Long
.parseLong(keys.get("FINISH_TIME")), "SizeVsFinishTime");
extractCounters(record, keys.get("COUNTERS"));
record.add("JOBID", keys.get("JOBID"));
record.add("TASKID", keys.get("TASKID"));
record.add("TASK_TYPE", keys.get("TASK_TYPE"));
record.add(Record.tagsField, chunk.getTags());
// log.info("MR_Graph +1");
output.collect(key, record);
}
} catch (IOException e) {
log.warn("Unable to collect output in JobLogHistoryProcessor ["
+ recordEntry + "]", e);
e.printStackTrace();
throw e;
}
}
protected void extractCounters(ChukwaRecord record, String input) {
String[] data = null;
String[] counters = input.split(",");
for (String counter : counters) {
data = counter.split(":");
record.add(data[0].replaceAll(" ", "_").replaceAll("\\.", "_")
.toUpperCase(), data[1]);
}
}
public String getDataType() {
return JobLogHistoryProcessor.recordType;
}
}