/**
* 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.cassandra.locator;
import java.lang.management.ManagementFactory;
import java.net.InetAddress;
import java.net.UnknownHostException;
import java.util.*;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.LinkedBlockingDeque;
import java.util.concurrent.atomic.AtomicInteger;
import javax.management.MBeanServer;
import javax.management.ObjectName;
import org.apache.cassandra.net.MessagingService;
import org.apache.cassandra.service.StorageService;
import org.apache.cassandra.utils.AbstractStatsDeque;
import org.apache.cassandra.utils.FBUtilities;
/**
* A dynamic snitch that sorts endpoints by latency with an adapted phi failure detector
*/
public class DynamicEndpointSnitch extends AbstractEndpointSnitch implements ILatencySubscriber, DynamicEndpointSnitchMBean
{
private static final int UPDATES_PER_INTERVAL = 10000;
private static final int UPDATE_INTERVAL_IN_MS = 100;
private static final int RESET_INTERVAL_IN_MS = 60000 * 10;
private static final int WINDOW_SIZE = 100;
private boolean registered = false;
private ConcurrentHashMap<InetAddress, Double> scores = new ConcurrentHashMap();
private ConcurrentHashMap<InetAddress, AdaptiveLatencyTracker> windows = new ConcurrentHashMap();
private AtomicInteger intervalupdates = new AtomicInteger(0);
public IEndPointSnitch subsnitch;
public DynamicEndpointSnitch(IEndPointSnitch snitch)
{
subsnitch = snitch;
TimerTask update = new TimerTask()
{
public void run()
{
updateScores();
}
};
TimerTask reset = new TimerTask()
{
public void run()
{
// we do this so that a host considered bad has a chance to recover, otherwise would we never try
// to read from it, which would cause its score to never change
reset();
}
};
Timer timer = new Timer("DynamicEndpointSnitch");
timer.schedule(update, UPDATE_INTERVAL_IN_MS, UPDATE_INTERVAL_IN_MS);
timer.schedule(reset, RESET_INTERVAL_IN_MS, RESET_INTERVAL_IN_MS);
MBeanServer mbs = ManagementFactory.getPlatformMBeanServer();
try
{
mbs.registerMBean(this, new ObjectName("org.apache.cassandra.locator:type=DynamicEndpointSnitch"));
}
catch (Exception e)
{
throw new RuntimeException(e);
}
}
public boolean isOnSameRack(InetAddress a1, InetAddress a2)
{
return subsnitch.isOnSameRack(a1, a2);
}
public boolean isInSameDataCenter(InetAddress a1, InetAddress a2)
{
return subsnitch.isInSameDataCenter(a1, a2);
}
public List<InetAddress> getSortedListByProximity(final InetAddress address, Collection<InetAddress> addresses)
{
List<InetAddress> list = new ArrayList<InetAddress>(addresses);
sortByProximity(address, list);
return list;
}
public List<InetAddress> sortByProximity(final InetAddress address, List<InetAddress> addresses)
{
assert address.equals(FBUtilities.getLocalAddress()); // we only know about ourself
Collections.sort(addresses, new Comparator<InetAddress>()
{
public int compare(InetAddress a1, InetAddress a2)
{
return compareEndpoints(address, a1, a2);
}
});
return addresses;
}
public int compareEndpoints(InetAddress target, InetAddress a1, InetAddress a2)
{
Double scored1 = scores.get(a1);
Double scored2 = scores.get(a2);
if (scored1 == null || scored2 == null || scored1.equals(scored2))
return subsnitch.compareEndpoints(target, a1, a2);
if (scored1 < scored2)
return -1;
else
return 1;
}
public void receiveTiming(InetAddress host, Double latency) // this is cheap
{
if (intervalupdates.intValue() >= UPDATES_PER_INTERVAL)
return;
AdaptiveLatencyTracker tracker = windows.get(host);
if (tracker == null)
{
AdaptiveLatencyTracker alt = new AdaptiveLatencyTracker(WINDOW_SIZE);
tracker = windows.putIfAbsent(host, alt);
if (tracker == null)
tracker = alt;
}
tracker.add(latency);
intervalupdates.getAndIncrement();
}
private void updateScores() // this is expensive
{
if (!registered)
{
MessagingService.instance.register(this);
registered = true;
}
for (Map.Entry<InetAddress, AdaptiveLatencyTracker> entry: windows.entrySet())
{
scores.put(entry.getKey(), entry.getValue().score());
}
intervalupdates.set(0);
}
private void reset()
{
for (AdaptiveLatencyTracker tracker : windows.values())
{
tracker.clear();
}
}
public Map<InetAddress, Double> getScores()
{
return scores;
}
public List<Double> dumpTimings(String hostname) throws UnknownHostException
{
InetAddress host = InetAddress.getByName(hostname);
ArrayList<Double> timings = new ArrayList<Double>();
AdaptiveLatencyTracker window = windows.get(host);
if (window != null)
{
for (double time: window)
{
timings.add(time);
}
}
return timings;
}
/* (non-Javadoc)
* @see org.apache.cassandra.locator.IEndPointSnitch#getRack(java.net.InetAddress)
*/
@Override
public String getRack(InetAddress endpoint)
{
return subsnitch.getRack(endpoint);
}
/* (non-Javadoc)
* @see org.apache.cassandra.locator.IEndPointSnitch#getDatacenter(java.net.InetAddress)
*/
@Override
public String getDatacenter(InetAddress endpoint)
{
return subsnitch.getDatacenter(endpoint);
}
/* (non-Javadoc)
* @see org.apache.cassandra.locator.AbstractEndpointSnitch#getLocalDatacenter()
*/
@Override
public String getLocalDatacenter()
{
return subsnitch.getLocalDatacenter();
}
/* (non-Javadoc)
* @see org.apache.cassandra.locator.AbstractEndpointSnitch#getLocalRack()
*/
@Override
public String getLocalRack()
{
return subsnitch.getLocalRack();
}
}
/** a threadsafe version of BoundedStatsDeque+ArrivalWindow with modification for arbitrary times **/
class AdaptiveLatencyTracker extends AbstractStatsDeque
{
private LinkedBlockingDeque latencies;
private final int size;
private static double SENTINEL_COMPARE = 0.0001; // arbitrary; as long as it is the same across hosts it doesn't matter
AdaptiveLatencyTracker(int size)
{
this.size = size;
latencies = new LinkedBlockingDeque(size);
}
public void add(double i)
{
if (!latencies.offer(i))
{
latencies.remove();
latencies.offer(i);
}
}
public void clear()
{
latencies.clear();
}
public Iterator<Double> iterator()
{
return latencies.iterator();
}
public int size()
{
return latencies.size();
}
double p(double t)
{
double mean = mean();
double exponent = (-1) * (t) / mean;
return 1 - Math.pow( Math.E, exponent);
}
double score()
{
double log = 0d;
if ( latencies.size() > 0 )
{
double probability = p(SENTINEL_COMPARE);
log = (-1) * Math.log10( probability );
}
return log;
}
}