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exponential.rs
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exponential.rs
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use instant::Instant;
use std::marker::PhantomData;
use std::time::Duration;
use crate::backoff::Backoff;
use crate::clock::Clock;
use crate::default;
#[derive(Debug)]
pub struct ExponentialBackoff<C> {
/// The current retry interval.
pub current_interval: Duration,
/// The initial retry interval.
pub initial_interval: Duration,
/// 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.
pub randomization_factor: f64,
/// The value to multiply the current interval with for each retry attempt.
pub multiplier: f64,
/// The maximum value of the back off period. Once the retry interval reaches this
/// value it stops increasing.
pub max_interval: Duration,
/// The system time. It is calculated when an [`ExponentialBackoff`](struct.ExponentialBackoff.html) instance is
/// created and is reset when [`retry`](../trait.Operation.html#method.retry) is called.
pub start_time: Instant,
/// The maximum elapsed time after instantiating [`ExponentialBackfff`](struct.ExponentialBackoff.html) or calling
/// [`reset`](trait.Backoff.html#method.reset) after which [`next_backoff`](../trait.Backoff.html#method.reset) returns `None`.
pub max_elapsed_time: Option<Duration>,
/// The clock used to get the current time.
pub clock: C,
}
impl<C> Default for ExponentialBackoff<C>
where
C: Clock + Default,
{
fn default() -> ExponentialBackoff<C> {
let mut eb = ExponentialBackoff {
current_interval: Duration::from_millis(default::INITIAL_INTERVAL_MILLIS),
initial_interval: Duration::from_millis(default::INITIAL_INTERVAL_MILLIS),
randomization_factor: default::RANDOMIZATION_FACTOR,
multiplier: default::MULTIPLIER,
max_interval: Duration::from_millis(default::MAX_INTERVAL_MILLIS),
max_elapsed_time: Some(Duration::from_millis(default::MAX_ELAPSED_TIME_MILLIS)),
clock: C::default(),
start_time: Instant::now(),
};
eb.reset();
eb
}
}
impl<C: Clock> ExponentialBackoff<C> {
/// Returns the elapsed time since start_time.
pub fn get_elapsed_time(&self) -> Duration {
self.clock.now().duration_since(self.start_time)
}
fn get_random_value_from_interval(
randomization_factor: f64,
random: f64,
current_interval: Duration,
) -> Duration {
let current_interval_nanos = duration_to_nanos(current_interval);
let delta = randomization_factor * current_interval_nanos;
let min_interval = current_interval_nanos - delta;
let max_interval = current_interval_nanos + 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.
let diff = max_interval - min_interval;
let nanos = min_interval + (random * (diff + 1.0));
nanos_to_duration(nanos)
}
fn increment_current_interval(&mut self) -> Duration {
let current_interval_nanos = duration_to_nanos(self.current_interval);
let max_interval_nanos = duration_to_nanos(self.max_interval);
// Check for overflow, if overflow is detected set the current interval to the max interval.
if current_interval_nanos >= max_interval_nanos / self.multiplier {
self.max_interval
} else {
let nanos = current_interval_nanos * self.multiplier;
nanos_to_duration(nanos)
}
}
}
fn duration_to_nanos(d: Duration) -> f64 {
d.as_secs() as f64 * 1_000_000_000.0 + f64::from(d.subsec_nanos())
}
fn nanos_to_duration(nanos: f64) -> Duration {
let secs = nanos / 1_000_000_000.0;
let nanos = nanos as u64 % 1_000_000_000;
Duration::new(secs as u64, nanos as u32)
}
impl<C> Backoff for ExponentialBackoff<C>
where
C: Clock,
{
fn reset(&mut self) {
self.current_interval = self.initial_interval;
self.start_time = self.clock.now();
}
fn next_backoff(&mut self) -> Option<Duration> {
let elapsed_time = self.get_elapsed_time();
match self.max_elapsed_time {
Some(v) if elapsed_time > v => None,
_ => {
let random = rand::random::<f64>();
let randomized_interval = Self::get_random_value_from_interval(
self.randomization_factor,
random,
self.current_interval,
);
self.current_interval = self.increment_current_interval();
if let Some(max_elapsed_time) = self.max_elapsed_time {
if elapsed_time + randomized_interval <= max_elapsed_time {
Some(randomized_interval)
} else {
None
}
} else {
Some(randomized_interval)
}
}
}
}
}
impl<C> Clone for ExponentialBackoff<C>
where
C: Clone,
{
fn clone(&self) -> Self {
let clock = self.clock.clone();
ExponentialBackoff { clock, ..*self }
}
}
/// Builder for [`ExponentialBackoff`](type.ExponentialBackoff.html).
///
/// TODO: Example
#[derive(Debug)]
pub struct ExponentialBackoffBuilder<C> {
initial_interval: Duration,
randomization_factor: f64,
multiplier: f64,
max_interval: Duration,
max_elapsed_time: Option<Duration>,
_clock: PhantomData<C>,
}
impl<C> Default for ExponentialBackoffBuilder<C> {
fn default() -> Self {
Self {
initial_interval: Duration::from_millis(default::INITIAL_INTERVAL_MILLIS),
randomization_factor: default::RANDOMIZATION_FACTOR,
multiplier: default::MULTIPLIER,
max_interval: Duration::from_millis(default::MAX_INTERVAL_MILLIS),
max_elapsed_time: Some(Duration::from_millis(default::MAX_ELAPSED_TIME_MILLIS)),
_clock: PhantomData,
}
}
}
impl<C> ExponentialBackoffBuilder<C>
where
C: Clock + Default,
{
pub fn new() -> Self {
Default::default()
}
/// The initial retry interval.
pub fn with_initial_interval(&mut self, initial_interval: Duration) -> &mut Self {
self.initial_interval = initial_interval;
self
}
/// 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.
pub fn with_randomization_factor(&mut self, randomization_factor: f64) -> &mut Self {
self.randomization_factor = randomization_factor;
self
}
/// The value to multiply the current interval with for each retry attempt.
pub fn with_multiplier(&mut self, multiplier: f64) -> &mut Self {
self.multiplier = multiplier;
self
}
/// The maximum value of the back off period. Once the retry interval reaches this
/// value it stops increasing.
pub fn with_max_interval(&mut self, max_interval: Duration) -> &mut Self {
self.max_interval = max_interval;
self
}
/// The maximum elapsed time after instantiating [`ExponentialBackfff`](struct.ExponentialBackoff.html) or calling
/// [`reset`](trait.Backoff.html#method.reset) after which [`next_backoff`](../trait.Backoff.html#method.reset) returns `None`.
pub fn with_max_elapsed_time(&mut self, max_elapsed_time: Option<Duration>) -> &mut Self {
self.max_elapsed_time = max_elapsed_time;
self
}
pub fn build(&self) -> ExponentialBackoff<C> {
ExponentialBackoff {
current_interval: self.initial_interval,
initial_interval: self.initial_interval,
randomization_factor: self.randomization_factor,
multiplier: self.multiplier,
max_interval: self.max_interval,
max_elapsed_time: self.max_elapsed_time,
clock: C::default(),
start_time: Instant::now(),
}
}
}
#[cfg(test)]
use crate::clock::SystemClock;
#[test]
fn get_randomized_interval() {
// 33% chance of being 1.
let f = ExponentialBackoff::<SystemClock>::get_random_value_from_interval;
assert_eq!(Duration::new(0, 1), f(0.5, 0.0, Duration::new(0, 2)));
assert_eq!(Duration::new(0, 1), f(0.5, 0.33, Duration::new(0, 2)));
// 33% chance of being 2.
assert_eq!(Duration::new(0, 2), f(0.5, 0.34, Duration::new(0, 2)));
assert_eq!(Duration::new(0, 2), f(0.5, 0.66, Duration::new(0, 2)));
// 33% chance of being 3.
assert_eq!(Duration::new(0, 3), f(0.5, 0.67, Duration::new(0, 2)));
assert_eq!(Duration::new(0, 3), f(0.5, 0.99, Duration::new(0, 2)));
}
#[test]
fn exponential_backoff_builder() {
let initial_interval = Duration::from_secs(1);
let max_interval = Duration::from_secs(2);
let multiplier = 3.0;
let randomization_factor = 4.0;
let backoff: ExponentialBackoff<SystemClock> = ExponentialBackoffBuilder::new()
.with_initial_interval(initial_interval)
.with_multiplier(multiplier)
.with_randomization_factor(randomization_factor)
.with_max_interval(max_interval)
.with_max_elapsed_time(None)
.build();
assert_eq!(backoff.initial_interval, initial_interval);
assert_eq!(backoff.current_interval, initial_interval);
assert_eq!(backoff.multiplier, multiplier);
assert_eq!(backoff.randomization_factor, randomization_factor);
assert_eq!(backoff.max_interval, max_interval);
assert_eq!(backoff.max_elapsed_time, None);
}
#[test]
fn exponential_backoff_default_builder() {
let backoff: ExponentialBackoff<SystemClock> = ExponentialBackoffBuilder::new().build();
assert_eq!(
backoff.initial_interval,
Duration::from_millis(default::INITIAL_INTERVAL_MILLIS)
);
assert_eq!(
backoff.current_interval,
Duration::from_millis(default::INITIAL_INTERVAL_MILLIS)
);
assert_eq!(backoff.multiplier, default::MULTIPLIER);
assert_eq!(backoff.randomization_factor, default::RANDOMIZATION_FACTOR);
assert_eq!(
backoff.max_interval,
Duration::from_millis(default::MAX_INTERVAL_MILLIS)
);
assert_eq!(
backoff.max_elapsed_time,
Some(Duration::from_millis(default::MAX_ELAPSED_TIME_MILLIS))
);
}