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// 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.
use rand::prelude::*;
use std::time::Duration;
/// Exponential backoff with jitter
///
/// See <https://aws.amazon.com/blogs/architecture/exponential-backoff-and-jitter/>
#[allow(missing_copy_implementations)]
#[derive(Debug, Clone)]
pub struct BackoffConfig {
/// The initial backoff duration
pub init_backoff: Duration,
/// The maximum backoff duration
pub max_backoff: Duration,
/// The base of the exponential to use
pub base: f64,
}
impl Default for BackoffConfig {
fn default() -> Self {
Self {
init_backoff: Duration::from_millis(100),
max_backoff: Duration::from_secs(15),
base: 2.,
}
}
}
/// [`Backoff`] can be created from a [`BackoffConfig`]
///
/// Consecutive calls to [`Backoff::next`] will return the next backoff interval
///
pub struct Backoff {
init_backoff: f64,
next_backoff_secs: f64,
max_backoff_secs: f64,
base: f64,
rng: Option<Box<dyn RngCore + Sync + Send>>,
}
impl std::fmt::Debug for Backoff {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
f.debug_struct("Backoff")
.field("init_backoff", &self.init_backoff)
.field("next_backoff_secs", &self.next_backoff_secs)
.field("max_backoff_secs", &self.max_backoff_secs)
.field("base", &self.base)
.finish()
}
}
impl Backoff {
/// Create a new [`Backoff`] from the provided [`BackoffConfig`]
pub fn new(config: &BackoffConfig) -> Self {
Self::new_with_rng(config, None)
}
/// Creates a new `Backoff` with the optional `rng`
///
/// Used [`rand::thread_rng()`] if no rng provided
pub fn new_with_rng(
config: &BackoffConfig,
rng: Option<Box<dyn RngCore + Sync + Send>>,
) -> Self {
let init_backoff = config.init_backoff.as_secs_f64();
Self {
init_backoff,
next_backoff_secs: init_backoff,
max_backoff_secs: config.max_backoff.as_secs_f64(),
base: config.base,
rng,
}
}
/// Returns the next backoff duration to wait for
pub fn next(&mut self) -> Duration {
let range = self.init_backoff..(self.next_backoff_secs * self.base);
let rand_backoff = match self.rng.as_mut() {
Some(rng) => rng.gen_range(range),
None => thread_rng().gen_range(range),
};
let next_backoff = self.max_backoff_secs.min(rand_backoff);
Duration::from_secs_f64(std::mem::replace(&mut self.next_backoff_secs, next_backoff))
}
}
#[cfg(test)]
mod tests {
use super::*;
use rand::rngs::mock::StepRng;
#[test]
fn test_backoff() {
let init_backoff_secs = 1.;
let max_backoff_secs = 500.;
let base = 3.;
let config = BackoffConfig {
init_backoff: Duration::from_secs_f64(init_backoff_secs),
max_backoff: Duration::from_secs_f64(max_backoff_secs),
base,
};
let assert_fuzzy_eq = |a: f64, b: f64| assert!((b - a).abs() < 0.0001, "{a} != {b}");
// Create a static rng that takes the minimum of the range
let rng = Box::new(StepRng::new(0, 0));
let mut backoff = Backoff::new_with_rng(&config, Some(rng));
for _ in 0..20 {
assert_eq!(backoff.next().as_secs_f64(), init_backoff_secs);
}
// Create a static rng that takes the maximum of the range
let rng = Box::new(StepRng::new(u64::MAX, 0));
let mut backoff = Backoff::new_with_rng(&config, Some(rng));
for i in 0..20 {
let value = (base.powi(i) * init_backoff_secs).min(max_backoff_secs);
assert_fuzzy_eq(backoff.next().as_secs_f64(), value);
}
// Create a static rng that takes the mid point of the range
let rng = Box::new(StepRng::new(u64::MAX / 2, 0));
let mut backoff = Backoff::new_with_rng(&config, Some(rng));
let mut value = init_backoff_secs;
for _ in 0..20 {
assert_fuzzy_eq(backoff.next().as_secs_f64(), value);
value =
(init_backoff_secs + (value * base - init_backoff_secs) / 2.).min(max_backoff_secs);
}
}
}