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Statistical sampling library for use in virtualdataset libraries, based on apache commons math 4
/*
* 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.commons.lang3.concurrent;
import java.util.EnumMap;
import java.util.Map;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.atomic.AtomicReference;
/**
*
* A simple implementation of the Circuit Breaker pattern
* that counts specific events.
*
*
* A circuit breaker can be used to protect an application against unreliable
* services or unexpected load. A newly created {@code EventCountCircuitBreaker} object is
* initially in state closed meaning that no problem has been detected. When the
* application encounters specific events (like errors or service timeouts), it tells the
* circuit breaker to increment an internal counter. If the number of events reported in a
* specific time interval exceeds a configurable threshold, the circuit breaker changes
* into state open. This means that there is a problem with the associated sub
* system; the application should no longer call it, but give it some time to settle down.
* The circuit breaker can be configured to switch back to closed state after a
* certain time frame if the number of events received goes below a threshold.
*
*
* When a {@code EventCountCircuitBreaker} object is constructed the following parameters
* can be provided:
*
*
* - A threshold for the number of events that causes a state transition to
* open state. If more events are received in the configured check interval, the
* circuit breaker switches to open state.
* - The interval for checks whether the circuit breaker should open. So it is possible
* to specify something like "The circuit breaker should open if more than 10 errors are
* encountered in a minute."
* - The same parameters can be specified for automatically closing the circuit breaker
* again, as in "If the number of requests goes down to 100 per minute, the circuit
* breaker should close itself again". Depending on the use case, it may make sense to use
* a slightly lower threshold for closing the circuit breaker than for opening it to avoid
* continuously flipping when the number of events received is close to the threshold.
*
*
* This class supports the following typical use cases:
*
*
* Protecting against load peaks
*
*
* Imagine you have a server which can handle a certain number of requests per minute.
* Suddenly, the number of requests increases significantly - maybe because a connected
* partner system is going mad or due to a denial of service attack. A
* {@code EventCountCircuitBreaker} can be configured to stop the application from
* processing requests when a sudden peak load is detected and to start request processing
* again when things calm down. The following code fragment shows a typical example of
* such a scenario. Here the {@code EventCountCircuitBreaker} allows up to 1000 requests
* per minute before it interferes. When the load goes down again to 800 requests per
* second it switches back to state closed:
*
*
*
* EventCountCircuitBreaker breaker = new EventCountCircuitBreaker(1000, 1, TimeUnit.MINUTE, 800);
* ...
* public void handleRequest(Request request) {
* if (breaker.incrementAndCheckState()) {
* // actually handle this request
* } else {
* // do something else, e.g. send an error code
* }
* }
*
*
* Deal with an unreliable service
*
*
* In this scenario, an application uses an external service which may fail from time to
* time. If there are too many errors, the service is considered down and should not be
* called for a while. This can be achieved using the following pattern - in this concrete
* example we accept up to 5 errors in 2 minutes; if this limit is reached, the service is
* given a rest time of 10 minutes:
*
*
*
* EventCountCircuitBreaker breaker = new EventCountCircuitBreaker(5, 2, TimeUnit.MINUTE, 5, 10, TimeUnit.MINUTE);
* ...
* public void handleRequest(Request request) {
* if (breaker.checkState()) {
* try {
* service.doSomething();
* } catch (ServiceException ex) {
* breaker.incrementAndCheckState();
* }
* } else {
* // return an error code, use an alternative service, etc.
* }
* }
*
*
* In addition to automatic state transitions, the state of a circuit breaker can be
* changed manually using the methods {@link #open()} and {@link #close()}. It is also
* possible to register {@code PropertyChangeListener} objects that get notified whenever
* a state transition occurs. This is useful, for instance to directly react on a freshly
* detected error condition.
*
*
* Implementation notes:
*
*
* - This implementation uses non-blocking algorithms to update the internal counter and
* state. This should be pretty efficient if there is not too much contention.
* - This implementation is not intended to operate as a high-precision timer in very
* short check intervals. It is deliberately kept simple to avoid complex and
* time-consuming state checks. It should work well in time intervals from a few seconds
* up to minutes and longer. If the intervals become too short, there might be race
* conditions causing spurious state transitions.
* - The handling of check intervals is a bit simplistic. Therefore, there is no
* guarantee that the circuit breaker is triggered at a specific point in time; there may
* be some delay (less than a check interval).
*
* @since 3.5
*/
public class EventCountCircuitBreaker extends AbstractCircuitBreaker {
/** A map for accessing the strategy objects for the different states. */
private static final Map STRATEGY_MAP = createStrategyMap();
/** Stores information about the current check interval. */
private final AtomicReference checkIntervalData;
/** The threshold for opening the circuit breaker. */
private final int openingThreshold;
/** The time interval for opening the circuit breaker. */
private final long openingInterval;
/** The threshold for closing the circuit breaker. */
private final int closingThreshold;
/** The time interval for closing the circuit breaker. */
private final long closingInterval;
/**
* Creates a new instance of {@code EventCountCircuitBreaker} and initializes all properties for
* opening and closing it based on threshold values for events occurring in specific
* intervals.
*
* @param openingThreshold the threshold for opening the circuit breaker; if this
* number of events is received in the time span determined by the opening interval,
* the circuit breaker is opened
* @param openingInterval the interval for opening the circuit breaker
* @param openingUnit the {@code TimeUnit} defining the opening interval
* @param closingThreshold the threshold for closing the circuit breaker; if the
* number of events received in the time span determined by the closing interval goes
* below this threshold, the circuit breaker is closed again
* @param closingInterval the interval for closing the circuit breaker
* @param closingUnit the {@code TimeUnit} defining the closing interval
*/
public EventCountCircuitBreaker(final int openingThreshold, final long openingInterval,
final TimeUnit openingUnit, final int closingThreshold, final long closingInterval,
final TimeUnit closingUnit) {
super();
checkIntervalData = new AtomicReference<>(new CheckIntervalData(0, 0));
this.openingThreshold = openingThreshold;
this.openingInterval = openingUnit.toNanos(openingInterval);
this.closingThreshold = closingThreshold;
this.closingInterval = closingUnit.toNanos(closingInterval);
}
/**
* Creates a new instance of {@code EventCountCircuitBreaker} with the same interval for opening
* and closing checks.
*
* @param openingThreshold the threshold for opening the circuit breaker; if this
* number of events is received in the time span determined by the check interval, the
* circuit breaker is opened
* @param checkInterval the check interval for opening or closing the circuit breaker
* @param checkUnit the {@code TimeUnit} defining the check interval
* @param closingThreshold the threshold for closing the circuit breaker; if the
* number of events received in the time span determined by the check interval goes
* below this threshold, the circuit breaker is closed again
*/
public EventCountCircuitBreaker(final int openingThreshold, final long checkInterval, final TimeUnit checkUnit,
final int closingThreshold) {
this(openingThreshold, checkInterval, checkUnit, closingThreshold, checkInterval,
checkUnit);
}
/**
* Creates a new instance of {@code EventCountCircuitBreaker} which uses the same parameters for
* opening and closing checks.
*
* @param threshold the threshold for changing the status of the circuit breaker; if
* the number of events received in a check interval is greater than this value, the
* circuit breaker is opened; if it is lower than this value, it is closed again
* @param checkInterval the check interval for opening or closing the circuit breaker
* @param checkUnit the {@code TimeUnit} defining the check interval
*/
public EventCountCircuitBreaker(final int threshold, final long checkInterval, final TimeUnit checkUnit) {
this(threshold, checkInterval, checkUnit, threshold);
}
/**
* Returns the threshold value for opening the circuit breaker. If this number of
* events is received in the time span determined by the opening interval, the circuit
* breaker is opened.
*
* @return the opening threshold
*/
public int getOpeningThreshold() {
return openingThreshold;
}
/**
* Returns the interval (in nanoseconds) for checking for the opening threshold.
*
* @return the opening check interval
*/
public long getOpeningInterval() {
return openingInterval;
}
/**
* Returns the threshold value for closing the circuit breaker. If the number of
* events received in the time span determined by the closing interval goes below this
* threshold, the circuit breaker is closed again.
*
* @return the closing threshold
*/
public int getClosingThreshold() {
return closingThreshold;
}
/**
* Returns the interval (in nanoseconds) for checking for the closing threshold.
*
* @return the opening check interval
*/
public long getClosingInterval() {
return closingInterval;
}
/**
* {@inheritDoc} This implementation checks the internal event counter against the
* threshold values and the check intervals. This may cause a state change of this
* circuit breaker.
*/
@Override
public boolean checkState() {
return performStateCheck(0);
}
/**
* {@inheritDoc}
*/
@Override
public boolean incrementAndCheckState(final Integer increment) {
return performStateCheck(increment);
}
/**
* Increments the monitored value by 1 and performs a check of the current state of this
* circuit breaker. This method works like {@link #checkState()}, but the monitored
* value is incremented before the state check is performed.
*
* @return true if the circuit breaker is now closed;
* false otherwise
*/
public boolean incrementAndCheckState() {
return incrementAndCheckState(1);
}
/**
* {@inheritDoc} This circuit breaker may close itself again if the number of events
* received during a check interval goes below the closing threshold. If this circuit
* breaker is already open, this method has no effect, except that a new check
* interval is started.
*/
@Override
public void open() {
super.open();
checkIntervalData.set(new CheckIntervalData(0, now()));
}
/**
* {@inheritDoc} A new check interval is started. If too many events are received in
* this interval, the circuit breaker changes again to state open. If this circuit
* breaker is already closed, this method has no effect, except that a new check
* interval is started.
*/
@Override
public void close() {
super.close();
checkIntervalData.set(new CheckIntervalData(0, now()));
}
/**
* Actually checks the state of this circuit breaker and executes a state transition
* if necessary.
*
* @param increment the increment for the internal counter
* @return a flag whether the circuit breaker is now closed
*/
private boolean performStateCheck(final int increment) {
CheckIntervalData currentData;
CheckIntervalData nextData;
State currentState;
do {
final long time = now();
currentState = state.get();
currentData = checkIntervalData.get();
nextData = nextCheckIntervalData(increment, currentData, currentState, time);
} while (!updateCheckIntervalData(currentData, nextData));
// This might cause a race condition if other changes happen in between!
// Refer to the header comment!
if (stateStrategy(currentState).isStateTransition(this, currentData, nextData)) {
currentState = currentState.oppositeState();
changeStateAndStartNewCheckInterval(currentState);
}
return !isOpen(currentState);
}
/**
* Updates the {@code CheckIntervalData} object. The current data object is replaced
* by the one modified by the last check. The return value indicates whether this was
* successful. If it is false, another thread interfered, and the
* whole operation has to be redone.
*
* @param currentData the current check data object
* @param nextData the replacing check data object
* @return a flag whether the update was successful
*/
private boolean updateCheckIntervalData(final CheckIntervalData currentData,
final CheckIntervalData nextData) {
return currentData == nextData
|| checkIntervalData.compareAndSet(currentData, nextData);
}
/**
* Changes the state of this circuit breaker and also initializes a new
* {@code CheckIntervalData} object.
*
* @param newState the new state to be set
*/
private void changeStateAndStartNewCheckInterval(final State newState) {
changeState(newState);
checkIntervalData.set(new CheckIntervalData(0, now()));
}
/**
* Calculates the next {@code CheckIntervalData} object based on the current data and
* the current state. The next data object takes the counter increment and the current
* time into account.
*
* @param increment the increment for the internal counter
* @param currentData the current check data object
* @param currentState the current state of the circuit breaker
* @param time the current time
* @return the updated {@code CheckIntervalData} object
*/
private CheckIntervalData nextCheckIntervalData(final int increment,
final CheckIntervalData currentData, final State currentState, final long time) {
CheckIntervalData nextData;
if (stateStrategy(currentState).isCheckIntervalFinished(this, currentData, time)) {
nextData = new CheckIntervalData(increment, time);
} else {
nextData = currentData.increment(increment);
}
return nextData;
}
/**
* Returns the current time in nanoseconds. This method is used to obtain the current
* time. This is needed to calculate the check intervals correctly.
*
* @return the current time in nanoseconds
*/
long now() {
return System.nanoTime();
}
/**
* Returns the {@code StateStrategy} object responsible for the given state.
*
* @param state the state
* @return the corresponding {@code StateStrategy}
* @throws CircuitBreakingException if the strategy cannot be resolved
*/
private static StateStrategy stateStrategy(final State state) {
return STRATEGY_MAP.get(state);
}
/**
* Creates the map with strategy objects. It allows access for a strategy for a given
* state.
*
* @return the strategy map
*/
private static Map createStrategyMap() {
final Map map = new EnumMap<>(State.class);
map.put(State.CLOSED, new StateStrategyClosed());
map.put(State.OPEN, new StateStrategyOpen());
return map;
}
/**
* An internally used data class holding information about the checks performed by
* this class. Basically, the number of received events and the start time of the
* current check interval are stored.
*/
private static class CheckIntervalData {
/** The counter for events. */
private final int eventCount;
/** The start time of the current check interval. */
private final long checkIntervalStart;
/**
* Creates a new instance of {@code CheckIntervalData}.
*
* @param count the current count value
* @param intervalStart the start time of the check interval
*/
CheckIntervalData(final int count, final long intervalStart) {
eventCount = count;
checkIntervalStart = intervalStart;
}
/**
* Returns the event counter.
*
* @return the number of received events
*/
public int getEventCount() {
return eventCount;
}
/**
* Returns the start time of the current check interval.
*
* @return the check interval start time
*/
public long getCheckIntervalStart() {
return checkIntervalStart;
}
/**
* Returns a new instance of {@code CheckIntervalData} with the event counter
* incremented by the given delta. If the delta is 0, this object is returned.
*
* @param delta the delta
* @return the updated instance
*/
public CheckIntervalData increment(final int delta) {
return (delta == 0) ? this : new CheckIntervalData(getEventCount() + delta,
getCheckIntervalStart());
}
}
/**
* Internally used class for executing check logic based on the current state of the
* circuit breaker. Having this logic extracted into special classes avoids complex
* if-then-else cascades.
*/
private abstract static class StateStrategy {
/**
* Returns a flag whether the end of the current check interval is reached.
*
* @param breaker the {@code CircuitBreaker}
* @param currentData the current state object
* @param now the current time
* @return a flag whether the end of the current check interval is reached
*/
public boolean isCheckIntervalFinished(final EventCountCircuitBreaker breaker,
final CheckIntervalData currentData, final long now) {
return now - currentData.getCheckIntervalStart() > fetchCheckInterval(breaker);
}
/**
* Checks whether the specified {@code CheckIntervalData} objects indicate that a
* state transition should occur. Here the logic which checks for thresholds
* depending on the current state is implemented.
*
* @param breaker the {@code CircuitBreaker}
* @param currentData the current {@code CheckIntervalData} object
* @param nextData the updated {@code CheckIntervalData} object
* @return a flag whether a state transition should be performed
*/
public abstract boolean isStateTransition(EventCountCircuitBreaker breaker,
CheckIntervalData currentData, CheckIntervalData nextData);
/**
* Obtains the check interval to applied for the represented state from the given
* {@code CircuitBreaker}.
*
* @param breaker the {@code CircuitBreaker}
* @return the check interval to be applied
*/
protected abstract long fetchCheckInterval(EventCountCircuitBreaker breaker);
}
/**
* A specialized {@code StateStrategy} implementation for the state closed.
*/
private static class StateStrategyClosed extends StateStrategy {
/**
* {@inheritDoc}
*/
@Override
public boolean isStateTransition(final EventCountCircuitBreaker breaker,
final CheckIntervalData currentData, final CheckIntervalData nextData) {
return nextData.getEventCount() > breaker.getOpeningThreshold();
}
/**
* {@inheritDoc}
*/
@Override
protected long fetchCheckInterval(final EventCountCircuitBreaker breaker) {
return breaker.getOpeningInterval();
}
}
/**
* A specialized {@code StateStrategy} implementation for the state open.
*/
private static class StateStrategyOpen extends StateStrategy {
/**
* {@inheritDoc}
*/
@Override
public boolean isStateTransition(final EventCountCircuitBreaker breaker,
final CheckIntervalData currentData, final CheckIntervalData nextData) {
return nextData.getCheckIntervalStart() != currentData
.getCheckIntervalStart()
&& currentData.getEventCount() < breaker.getClosingThreshold();
}
/**
* {@inheritDoc}
*/
@Override
protected long fetchCheckInterval(final EventCountCircuitBreaker breaker) {
return breaker.getClosingInterval();
}
}
}