org.apache.hadoop.hbase.ipc.AdaptiveLifoCoDelCallQueue Maven / Gradle / Ivy
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* Licensed to the Apache Software Foundation (ASF) under one
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* 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.hbase.ipc;
import java.util.Collection;
import java.util.Iterator;
import java.util.concurrent.BlockingQueue;
import java.util.concurrent.LinkedBlockingDeque;
import java.util.concurrent.LinkedBlockingQueue;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.atomic.AtomicBoolean;
import java.util.concurrent.atomic.AtomicLong;
import org.apache.hadoop.hbase.classification.InterfaceAudience;
import org.apache.hadoop.hbase.util.EnvironmentEdgeManager;
/**
* Adaptive LIFO blocking queue utilizing CoDel algorithm to prevent queue overloading.
*
* Implementing {@link BlockingQueue} interface to be compatible with {@link RpcExecutor}.
*
* Currently uses milliseconds internally, need to look into whether we should use
* nanoseconds for timeInterval and minDelay.
*
* @see Fail at Scale paper
*
* @see
* CoDel version for generic job queues in Wangle library
*/
@InterfaceAudience.Private
public class AdaptiveLifoCoDelCallQueue implements BlockingQueue {
// backing queue
private LinkedBlockingDeque queue;
// so we can calculate actual threshold to switch to LIFO under load
private int maxCapacity;
// metrics (shared across all queues)
private AtomicLong numGeneralCallsDropped;
private AtomicLong numLifoModeSwitches;
// Both are in milliseconds
private volatile int codelTargetDelay;
private volatile int codelInterval;
// if queue if full more than that percent, we switch to LIFO mode.
// Values are in the range of 0.7, 0.8 etc (0-1.0).
private volatile double lifoThreshold;
// minimal delay observed during the interval
private volatile long minDelay;
// the moment when current interval ends
private volatile long intervalTime = EnvironmentEdgeManager.currentTime();
// switch to ensure only one threads does interval cutoffs
private AtomicBoolean resetDelay = new AtomicBoolean(true);
// if we're in this mode, "long" calls are getting dropped
private AtomicBoolean isOverloaded = new AtomicBoolean(false);
public AdaptiveLifoCoDelCallQueue(int capacity, int targetDelay, int interval,
double lifoThreshold, AtomicLong numGeneralCallsDropped, AtomicLong numLifoModeSwitches) {
this.maxCapacity = capacity;
this.queue = new LinkedBlockingDeque<>(capacity);
this.codelTargetDelay = targetDelay;
this.codelInterval = interval;
this.lifoThreshold = lifoThreshold;
this.numGeneralCallsDropped = numGeneralCallsDropped;
this.numLifoModeSwitches = numLifoModeSwitches;
}
/**
* Update tunables.
*
* @param newCodelTargetDelay new CoDel target delay
* @param newCodelInterval new CoDel interval
* @param newLifoThreshold new Adaptive Lifo threshold
*/
public void updateTunables(int newCodelTargetDelay, int newCodelInterval,
double newLifoThreshold) {
this.codelTargetDelay = newCodelTargetDelay;
this.codelInterval = newCodelInterval;
this.lifoThreshold = newLifoThreshold;
}
/**
* Behaves as {@link LinkedBlockingQueue#take()}, except it will silently
* skip all calls which it thinks should be dropped.
*
* @return the head of this queue
* @throws InterruptedException if interrupted while waiting
*/
@Override
public CallRunner take() throws InterruptedException {
CallRunner cr;
while(true) {
if (((double) queue.size() / this.maxCapacity) > lifoThreshold) {
numLifoModeSwitches.incrementAndGet();
cr = queue.takeLast();
} else {
cr = queue.takeFirst();
}
if (needToDrop(cr)) {
numGeneralCallsDropped.incrementAndGet();
cr.drop();
} else {
return cr;
}
}
}
@Override
public CallRunner poll() {
CallRunner cr;
boolean switched = false;
while(true) {
if (((double) queue.size() / this.maxCapacity) > lifoThreshold) {
// Only count once per switch.
if (!switched) {
switched = true;
numLifoModeSwitches.incrementAndGet();
}
cr = queue.pollLast();
} else {
switched = false;
cr = queue.pollFirst();
}
if (cr == null) {
return cr;
}
if (needToDrop(cr)) {
numGeneralCallsDropped.incrementAndGet();
cr.drop();
} else {
return cr;
}
}
}
/**
* @param callRunner to validate
* @return true if this call needs to be skipped based on call timestamp
* and internal queue state (deemed overloaded).
*/
private boolean needToDrop(CallRunner callRunner) {
long now = EnvironmentEdgeManager.currentTime();
long callDelay = now - callRunner.getCall().timestamp;
long localMinDelay = this.minDelay;
// Try and determine if we should reset
// the delay time and determine overload
if (now > intervalTime &&
!resetDelay.get() &&
!resetDelay.getAndSet(true)) {
intervalTime = now + codelInterval;
isOverloaded.set(localMinDelay > codelTargetDelay);
}
// If it looks like we should reset the delay
// time do it only once on one thread
if (resetDelay.get() && resetDelay.getAndSet(false)) {
minDelay = callDelay;
// we just reset the delay dunno about how this will work
return false;
} else if (callDelay < localMinDelay) {
minDelay = callDelay;
}
return isOverloaded.get() && callDelay > 2 * codelTargetDelay;
}
// Generic BlockingQueue methods we support
@Override
public boolean offer(CallRunner callRunner) {
return queue.offer(callRunner);
}
@Override
public int size() {
return queue.size();
}
@Override
public String toString() {
return queue.toString();
}
// This class does NOT provide generic purpose BlockingQueue implementation,
// so to prevent misuse all other methods throw UnsupportedOperationException.
@Override
public CallRunner poll(long timeout, TimeUnit unit) throws InterruptedException {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public CallRunner peek() {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public boolean remove(Object o) {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public boolean contains(Object o) {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public Object[] toArray() {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public T[] toArray(T[] a) {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public void clear() {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public int drainTo(Collection c) {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public int drainTo(Collection c, int maxElements) {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public Iterator iterator() {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public boolean add(CallRunner callRunner) {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public CallRunner remove() {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public CallRunner element() {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public boolean addAll(Collection c) {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public boolean isEmpty() {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public boolean containsAll(Collection c) {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public boolean removeAll(Collection c) {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public boolean retainAll(Collection c) {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public int remainingCapacity() {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public void put(CallRunner callRunner) throws InterruptedException {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
@Override
public boolean offer(CallRunner callRunner, long timeout, TimeUnit unit)
throws InterruptedException {
throw new UnsupportedOperationException("This class doesn't support anything,"
+ " but take() and offer() methods");
}
}
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