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/*
* Copyright (c) 2011 Google Inc.
*
* Licensed 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 com.google.api.client.util;
import java.io.IOException;
/**
* Implementation of {@link BackOff} that increases the back off period for each retry attempt using
* a randomization function that grows exponentially.
*
*
* {@link #nextBackOffMillis()} is calculated using the following formula:
*
*
*
randomized_interval =
retry_interval * (random value in range [1 - randomization_factor, 1 + randomization_factor])
*
*
*
* In other words {@link #nextBackOffMillis()} will range between the randomization factor
* percentage below and above the retry interval. For example, using 2 seconds as the base retry
* interval and 0.5 as the randomization factor, the actual back off period used in the next retry
* attempt will be between 1 and 3 seconds.
*
*
*
* Note: max_interval caps the retry_interval and not the randomized_interval.
*
*
*
* If the time elapsed since an {@link ExponentialBackOff} instance is created goes past the
* max_elapsed_time then the method {@link #nextBackOffMillis()} starts returning
* {@link BackOff#STOP}. The elapsed time can be reset by calling {@link #reset()}.
*
*
*
* Example: The default retry_interval is .5 seconds, default randomization_factor is 0.5, default
* multiplier is 1.5 and the default max_interval is 1 minute. For 10 tries the sequence will be
* (values in seconds) and assuming we go over the max_elapsed_time on the 10th try:
*
*
*
request# retry_interval randomized_interval
1 0.5 [0.25, 0.75]
2 0.75 [0.375, 1.125]
3 1.125 [0.562, 1.687]
4 1.687 [0.8435, 2.53]
5 2.53 [1.265, 3.795]
6 3.795 [1.897, 5.692]
7 5.692 [2.846, 8.538]
8 8.538 [4.269, 12.807]
9 12.807 [6.403, 19.210]
10 19.210 {@link BackOff#STOP}
*
*
*
* Implementation is not thread-safe.
*
*
* @since 1.15
* @author Ravi Mistry
*/
public class ExponentialBackOff implements BackOff {
/** The default initial interval value in milliseconds (0.5 seconds). */
public static final int DEFAULT_INITIAL_INTERVAL_MILLIS = 500;
/**
* The default randomization factor (0.5 which results in a random period ranging between 50%
* below and 50% above the retry interval).
*/
public static final double DEFAULT_RANDOMIZATION_FACTOR = 0.5;
/** The default multiplier value (1.5 which is 50% increase per back off). */
public static final double DEFAULT_MULTIPLIER = 1.5;
/** The default maximum back off time in milliseconds (1 minute). */
public static final int DEFAULT_MAX_INTERVAL_MILLIS = 60000;
/** The default maximum elapsed time in milliseconds (15 minutes). */
public static final int DEFAULT_MAX_ELAPSED_TIME_MILLIS = 900000;
/** The current retry interval in milliseconds. */
private int currentIntervalMillis;
/** The initial retry interval in milliseconds. */
private final int initialIntervalMillis;
/**
* The randomization factor to use for creating a range around the retry interval.
*
*
* A randomization factor of 0.5 results in a random period ranging between 50% below and 50%
* above the retry interval.
*
*/
private final double randomizationFactor;
/** The value to multiply the current interval with for each retry attempt. */
private final double multiplier;
/**
* The maximum value of the back off period in milliseconds. Once the retry interval reaches this
* value it stops increasing.
*/
private final int maxIntervalMillis;
/**
* The system time in nanoseconds. It is calculated when an ExponentialBackOffPolicy instance is
* created and is reset when {@link #reset()} is called.
*/
long startTimeNanos;
/**
* The maximum elapsed time after instantiating {@link ExponentialBackOff} or calling
* {@link #reset()} after which {@link #nextBackOffMillis()} returns {@link BackOff#STOP}.
*/
private final int maxElapsedTimeMillis;
/** Nano clock. */
private final NanoClock nanoClock;
/**
* Creates an instance of ExponentialBackOffPolicy using default values.
*
*
* To override the defaults use {@link Builder}.
*
*
*
* - {@code initialIntervalMillis} defaults to {@link #DEFAULT_INITIAL_INTERVAL_MILLIS}
* - {@code randomizationFactor} defaults to {@link #DEFAULT_RANDOMIZATION_FACTOR}
* - {@code multiplier} defaults to {@link #DEFAULT_MULTIPLIER}
* - {@code maxIntervalMillis} defaults to {@link #DEFAULT_MAX_INTERVAL_MILLIS}
* - {@code maxElapsedTimeMillis} defaults in {@link #DEFAULT_MAX_ELAPSED_TIME_MILLIS}
*
*/
public ExponentialBackOff() {
this(new Builder());
}
/**
* @param builder builder
*/
protected ExponentialBackOff(Builder builder) {
initialIntervalMillis = builder.initialIntervalMillis;
randomizationFactor = builder.randomizationFactor;
multiplier = builder.multiplier;
maxIntervalMillis = builder.maxIntervalMillis;
maxElapsedTimeMillis = builder.maxElapsedTimeMillis;
nanoClock = builder.nanoClock;
Preconditions.checkArgument(initialIntervalMillis > 0);
Preconditions.checkArgument(0 <= randomizationFactor && randomizationFactor < 1);
Preconditions.checkArgument(multiplier >= 1);
Preconditions.checkArgument(maxIntervalMillis >= initialIntervalMillis);
Preconditions.checkArgument(maxElapsedTimeMillis > 0);
reset();
}
/** Sets the interval back to the initial retry interval and restarts the timer. */
public final void reset() {
currentIntervalMillis = initialIntervalMillis;
startTimeNanos = nanoClock.nanoTime();
}
/**
* {@inheritDoc}
*
*
* This method calculates the next back off interval using the formula: randomized_interval =
* retry_interval +/- (randomization_factor * retry_interval)
*
*
*
* Subclasses may override if a different algorithm is required.
*
*/
public long nextBackOffMillis() throws IOException {
// Make sure we have not gone over the maximum elapsed time.
if (getElapsedTimeMillis() > maxElapsedTimeMillis) {
return STOP;
}
int randomizedInterval =
getRandomValueFromInterval(randomizationFactor, Math.random(), currentIntervalMillis);
incrementCurrentInterval();
return randomizedInterval;
}
/**
* Returns a random value from the interval [randomizationFactor * currentInterval,
* randomizationFactor * currentInterval].
*/
static int getRandomValueFromInterval(
double randomizationFactor, double random, int currentIntervalMillis) {
double delta = randomizationFactor * currentIntervalMillis;
double minInterval = currentIntervalMillis - delta;
double maxInterval = currentIntervalMillis + delta;
// Get a random value from the range [minInterval, maxInterval].
// The formula used below has a +1 because if the minInterval is 1 and the maxInterval is 3 then
// we want a 33% chance for selecting either 1, 2 or 3.
int randomValue = (int) (minInterval + (random * (maxInterval - minInterval + 1)));
return randomValue;
}
/** Returns the initial retry interval in milliseconds. */
public final int getInitialIntervalMillis() {
return initialIntervalMillis;
}
/**
* Returns the randomization factor to use for creating a range around the retry interval.
*
*
* A randomization factor of 0.5 results in a random period ranging between 50% below and 50%
* above the retry interval.
*
*/
public final double getRandomizationFactor() {
return randomizationFactor;
}
/**
* Returns the current retry interval in milliseconds.
*/
public final int getCurrentIntervalMillis() {
return currentIntervalMillis;
}
/**
* Returns the value to multiply the current interval with for each retry attempt.
*/
public final double getMultiplier() {
return multiplier;
}
/**
* Returns the maximum value of the back off period in milliseconds. Once the current interval
* reaches this value it stops increasing.
*/
public final int getMaxIntervalMillis() {
return maxIntervalMillis;
}
/**
* Returns the maximum elapsed time in milliseconds.
*
*
* If the time elapsed since an {@link ExponentialBackOff} instance is created goes past the
* max_elapsed_time then the method {@link #nextBackOffMillis()} starts returning
* {@link BackOff#STOP}. The elapsed time can be reset by calling {@link #reset()}.
*
*/
public final int getMaxElapsedTimeMillis() {
return maxElapsedTimeMillis;
}
/**
* Returns the elapsed time in milliseconds since an {@link ExponentialBackOff} instance is
* created and is reset when {@link #reset()} is called.
*
*
* The elapsed time is computed using {@link System#nanoTime()}.
*
*/
public final long getElapsedTimeMillis() {
return (nanoClock.nanoTime() - startTimeNanos) / 1000000;
}
/**
* Increments the current interval by multiplying it with the multiplier.
*/
private void incrementCurrentInterval() {
// Check for overflow, if overflow is detected set the current interval to the max interval.
if (currentIntervalMillis >= maxIntervalMillis / multiplier) {
currentIntervalMillis = maxIntervalMillis;
} else {
currentIntervalMillis *= multiplier;
}
}
/**
* Builder for {@link ExponentialBackOff}.
*
*
* Implementation is not thread-safe.
*
*/
public static class Builder {
/** The initial retry interval in milliseconds. */
int initialIntervalMillis = DEFAULT_INITIAL_INTERVAL_MILLIS;
/**
* The randomization factor to use for creating a range around the retry interval.
*
*
* A randomization factor of 0.5 results in a random period ranging between 50% below and 50%
* above the retry interval.
*
*/
double randomizationFactor = DEFAULT_RANDOMIZATION_FACTOR;
/** The value to multiply the current interval with for each retry attempt. */
double multiplier = DEFAULT_MULTIPLIER;
/**
* The maximum value of the back off period in milliseconds. Once the retry interval reaches
* this value it stops increasing.
*/
int maxIntervalMillis = DEFAULT_MAX_INTERVAL_MILLIS;
/**
* The maximum elapsed time in milliseconds after instantiating {@link ExponentialBackOff} or
* calling {@link #reset()} after which {@link #nextBackOffMillis()} returns
* {@link BackOff#STOP}.
*/
int maxElapsedTimeMillis = DEFAULT_MAX_ELAPSED_TIME_MILLIS;
/** Nano clock. */
NanoClock nanoClock = NanoClock.SYSTEM;
public Builder() {
}
/** Builds a new instance of {@link ExponentialBackOff}. */
public ExponentialBackOff build() {
return new ExponentialBackOff(this);
}
/**
* Returns the initial retry interval in milliseconds. The default value is
* {@link #DEFAULT_INITIAL_INTERVAL_MILLIS}.
*/
public final int getInitialIntervalMillis() {
return initialIntervalMillis;
}
/**
* Sets the initial retry interval in milliseconds. The default value is
* {@link #DEFAULT_INITIAL_INTERVAL_MILLIS}. Must be {@code > 0}.
*
*
* Overriding is only supported for the purpose of calling the super implementation and changing
* the return type, but nothing else.
*
*/
public Builder setInitialIntervalMillis(int initialIntervalMillis) {
this.initialIntervalMillis = initialIntervalMillis;
return this;
}
/**
* Returns the randomization factor to use for creating a range around the retry interval. The
* default value is {@link #DEFAULT_RANDOMIZATION_FACTOR}.
*
*
* A randomization factor of 0.5 results in a random period ranging between 50% below and 50%
* above the retry interval.
*
*
*
* Overriding is only supported for the purpose of calling the super implementation and changing
* the return type, but nothing else.
*
*/
public final double getRandomizationFactor() {
return randomizationFactor;
}
/**
* Sets the randomization factor to use for creating a range around the retry interval. The
* default value is {@link #DEFAULT_RANDOMIZATION_FACTOR}. Must fall in the range
* {@code 0 <= randomizationFactor < 1}.
*
*
* A randomization factor of 0.5 results in a random period ranging between 50% below and 50%
* above the retry interval.
*
*
*
* Overriding is only supported for the purpose of calling the super implementation and changing
* the return type, but nothing else.
*
*/
public Builder setRandomizationFactor(double randomizationFactor) {
this.randomizationFactor = randomizationFactor;
return this;
}
/**
* Returns the value to multiply the current interval with for each retry attempt. The default
* value is {@link #DEFAULT_MULTIPLIER}.
*/
public final double getMultiplier() {
return multiplier;
}
/**
* Sets the value to multiply the current interval with for each retry attempt. The default
* value is {@link #DEFAULT_MULTIPLIER}. Must be {@code >= 1}.
*
*
* Overriding is only supported for the purpose of calling the super implementation and changing
* the return type, but nothing else.
*
*/
public Builder setMultiplier(double multiplier) {
this.multiplier = multiplier;
return this;
}
/**
* Returns the maximum value of the back off period in milliseconds. Once the current interval
* reaches this value it stops increasing. The default value is
* {@link #DEFAULT_MAX_INTERVAL_MILLIS}. Must be {@code >= initialInterval}.
*/
public final int getMaxIntervalMillis() {
return maxIntervalMillis;
}
/**
* Sets the maximum value of the back off period in milliseconds. Once the current interval
* reaches this value it stops increasing. The default value is
* {@link #DEFAULT_MAX_INTERVAL_MILLIS}.
*
*
* Overriding is only supported for the purpose of calling the super implementation and changing
* the return type, but nothing else.
*
*/
public Builder setMaxIntervalMillis(int maxIntervalMillis) {
this.maxIntervalMillis = maxIntervalMillis;
return this;
}
/**
* Returns the maximum elapsed time in milliseconds. The default value is
* {@link #DEFAULT_MAX_ELAPSED_TIME_MILLIS}.
*
*
* If the time elapsed since an {@link ExponentialBackOff} instance is created goes past the
* max_elapsed_time then the method {@link #nextBackOffMillis()} starts returning
* {@link BackOff#STOP}. The elapsed time can be reset by calling {@link #reset()}.
*
*/
public final int getMaxElapsedTimeMillis() {
return maxElapsedTimeMillis;
}
/**
* Sets the maximum elapsed time in milliseconds. The default value is
* {@link #DEFAULT_MAX_ELAPSED_TIME_MILLIS}. Must be {@code > 0}.
*
*
* If the time elapsed since an {@link ExponentialBackOff} instance is created goes past the
* max_elapsed_time then the method {@link #nextBackOffMillis()} starts returning
* {@link BackOff#STOP}. The elapsed time can be reset by calling {@link #reset()}.
*
*
*
* Overriding is only supported for the purpose of calling the super implementation and changing
* the return type, but nothing else.
*
*/
public Builder setMaxElapsedTimeMillis(int maxElapsedTimeMillis) {
this.maxElapsedTimeMillis = maxElapsedTimeMillis;
return this;
}
/** Returns the nano clock. */
public final NanoClock getNanoClock() {
return nanoClock;
}
/**
* Sets the nano clock ({@link NanoClock#SYSTEM} by default).
*
*
* Overriding is only supported for the purpose of calling the super implementation and changing
* the return type, but nothing else.
*
*/
public Builder setNanoClock(NanoClock nanoClock) {
this.nanoClock = Preconditions.checkNotNull(nanoClock);
return this;
}
}
}