use rand::prelude::*;
use std::ops::ControlFlow;
use std::time::Duration;
use tracing::info;
#[derive(Debug, Clone)]
pub struct BackoffConfig {
pub init_backoff: Duration,
pub max_backoff: Duration,
pub base: f64,
}
impl Default for BackoffConfig {
fn default() -> Self {
Self {
init_backoff: Duration::from_millis(100),
max_backoff: Duration::from_secs(500),
base: 3.,
}
}
}
pub type BackoffError = std::convert::Infallible;
pub type BackoffResult<T> = Result<T, BackoffError>;
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 {
pub fn new(config: &BackoffConfig) -> Self {
Self::new_with_rng(config, None)
}
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,
}
}
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))
}
pub async fn retry_with_backoff<F, F1, B, E>(
&mut self,
request_name: &str,
do_stuff: F,
) -> BackoffResult<B>
where
F: (Fn() -> F1) + Send + Sync,
F1: std::future::Future<Output = ControlFlow<B, E>> + Send,
E: std::error::Error + Send,
{
loop {
let e = match do_stuff().await {
ControlFlow::Break(r) => break Ok(r),
ControlFlow::Continue(e) => e,
};
let backoff = self.next();
info!(
e=%e,
request_name,
backoff_secs = backoff.as_secs(),
"request encountered non-fatal error - backing off",
);
tokio::time::sleep(backoff).await;
}
}
}
#[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);
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);
}
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);
}
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);
}
}
}