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Apache Hadoop Scheduler Load Simulator
/**
* 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.yarn.sls.utils;
import java.io.File;
import java.io.FileInputStream;
import java.io.IOException;
import java.io.InputStreamReader;
import java.io.Reader;
import java.util.HashSet;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Set;
import com.fasterxml.jackson.core.JsonFactory;
import com.fasterxml.jackson.databind.ObjectMapper;
import org.apache.hadoop.classification.InterfaceAudience.Private;
import org.apache.hadoop.classification.InterfaceStability.Unstable;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.net.NodeBase;
import org.apache.hadoop.tools.rumen.JobTraceReader;
import org.apache.hadoop.tools.rumen.LoggedJob;
import org.apache.hadoop.tools.rumen.LoggedTask;
import org.apache.hadoop.tools.rumen.LoggedTaskAttempt;
import org.apache.hadoop.yarn.sls.conf.SLSConfiguration;
@Private
@Unstable
public class SLSUtils {
public final static String DEFAULT_JOB_TYPE = "mapreduce";
// hostname includes the network path and the host name. for example
// "/default-rack/hostFoo" or "/coreSwitchA/TORSwitchB/hostBar".
// the function returns two Strings, the first element is the network
// location without "/", the second element is the host name. for example,
// {"default-rack", "hostFoo"} or "coreSwitchA/TORSwitchB", "hostBar"
public static String[] getRackHostName(String hostname) {
NodeBase node = new NodeBase(hostname);
return new String[] {node.getNetworkLocation().substring(1),
node.getName()};
}
/**
* parse the rumen trace file, return each host name
*/
public static Set parseNodesFromRumenTrace(String jobTrace)
throws IOException {
Set nodeSet = new HashSet();
File fin = new File(jobTrace);
Configuration conf = new Configuration();
conf.set("fs.defaultFS", "file:///");
JobTraceReader reader = new JobTraceReader(
new Path(fin.getAbsolutePath()), conf);
try {
LoggedJob job = null;
while ((job = reader.getNext()) != null) {
for(LoggedTask mapTask : job.getMapTasks()) {
// select the last attempt
if (mapTask.getAttempts().size() == 0) {
continue;
}
LoggedTaskAttempt taskAttempt = mapTask.getAttempts()
.get(mapTask.getAttempts().size() - 1);
nodeSet.add(taskAttempt.getHostName().getValue());
}
for(LoggedTask reduceTask : job.getReduceTasks()) {
if (reduceTask.getAttempts().size() == 0) {
continue;
}
LoggedTaskAttempt taskAttempt = reduceTask.getAttempts()
.get(reduceTask.getAttempts().size() - 1);
nodeSet.add(taskAttempt.getHostName().getValue());
}
}
} finally {
reader.close();
}
return nodeSet;
}
/**
* parse the sls trace file, return each host name
*/
public static Set parseNodesFromSLSTrace(String jobTrace)
throws IOException {
Set nodeSet = new HashSet<>();
JsonFactory jsonF = new JsonFactory();
ObjectMapper mapper = new ObjectMapper();
Reader input =
new InputStreamReader(new FileInputStream(jobTrace), "UTF-8");
try {
Iterator
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