Crate backoff

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Expand description

ExponentialBackoff is a backoff implementation that increases the backoff period for each retry attempt using a randomization function that grows exponentially.

next_backoff is calculated using the following formula:

  randomized interval =
      retry_interval * (random value in range [1 - randomization_factor, 1 + randomization_factor])

In other words next_backoff will range between the randomization factor percentage below and above the retry interval.

For example, given the following parameters:

retry_interval = 2
randomization_factor = 0.5
multiplier = 2

the actual backoff period used in the next retry attempt will range between 1 and 3 seconds, multiplied by the exponential, that is, between 2 and 6 seconds.

Note: max_interval caps the retry_interval and not the randomized interval.

If the time elapsed since an ExponentialBackoff instance is created goes past the max_elapsed_time, then the method next_backoff starts returning None.

The elapsed time can be reset by calling reset.

Example: Given the following default arguments, for 10 tries the sequence will be, and assuming we go over the max_elapsed_time on the 10th try:

Request #retry_interval (seconds)Randomized Interval (seconds)
10.5[0.25, 0.75]
20.75[0.375, 1.125]
31.125[0.562, 1.687]
41.687[0.8435, 2.53]
52.53[1.265, 3.795]
63.795[1.897, 5.692]
75.692[2.846, 8.538]
88.538[4.269, 12.807]
912.807[6.403, 19.210]
1019.210None

§Examples

§Permanent errors

Permanent errors are not retried. You have to wrap your error value explicitly into Error::Permanent. You can use Result’s map_err method.

examples/permanent_error.rs:

use backoff::{Error, ExponentialBackoff};
use reqwest::Url;

use std::fmt::Display;
use std::io::{self, Read};

fn new_io_err<E: Display>(err: E) -> io::Error {
    io::Error::new(io::ErrorKind::Other, err.to_string())
}

fn fetch_url(url: &str) -> Result<String, Error<io::Error>> {
    let op = || {
        println!("Fetching {}", url);
        let url = Url::parse(url)
            .map_err(new_io_err)
            // Permanent errors need to be explicitly constructed.
            .map_err(Error::Permanent)?;

        let mut resp = reqwest::blocking::get(url)
            // Transient errors can be constructed with the ? operator
            // or with the try! macro. No explicit conversion needed
            // from E: Error to backoff::Error;
            .map_err(new_io_err)?;

        let mut content = String::new();
        let _ = resp.read_to_string(&mut content);
        Ok(content)
    };

    let backoff = ExponentialBackoff::default();
    backoff::retry(backoff, op)
}

fn main() {
    match fetch_url("https::///wrong URL") {
        Ok(_) => println!("Successfully fetched"),
        Err(err) => panic!("Failed to fetch: {}", err),
    }
}

§Transient errors

Transient errors can be constructed by wrapping your error value into Error::transient. By using the ? operator or the try! macro, you always get transient errors.

You can also construct transient errors that are retried after a given interval with Error::retry_after() - useful for 429 errors.

examples/retry.rs:

use backoff::{retry, Error, ExponentialBackoff};

use std::io::Read;

fn fetch_url(url: &str) -> Result<String, Error<reqwest::Error>> {
    let mut op = || {
        println!("Fetching {}", url);
        let mut resp = reqwest::blocking::get(url)?;

        let mut content = String::new();
        let _ = resp.read_to_string(&mut content);
        Ok(content)
    };

    let backoff = ExponentialBackoff::default();
    retry(backoff, op)
}

fn main() {
    match fetch_url("https://www.rust-lang.org") {
        Ok(_) => println!("Sucessfully fetched"),
        Err(err) => panic!("Failed to fetch: {}", err),
    }
}

Output with internet connection:

$ time cargo run --example retry
   Compiling backoff v0.1.0 (file:///home/tibi/workspace/backoff)
    Finished dev [unoptimized + debuginfo] target(s) in 1.54 secs
     Running `target/debug/examples/retry`
Fetching https://www.rust-lang.org
Sucessfully fetched

real    0m2.003s
user    0m1.536s
sys    0m0.184s

Output without internet connection

$ time cargo run --example retry
    Finished dev [unoptimized + debuginfo] target(s) in 0.0 secs
     Running `target/debug/examples/retry`
Fetching https://www.rust-lang.org
Fetching https://www.rust-lang.org
Fetching https://www.rust-lang.org
Fetching https://www.rust-lang.org
^C

real    0m2.826s
user    0m0.008s
sys    0m0.000s

§Async

Please set either the tokio or async-std features in Cargo.toml to enable the async support of this library, i.e.:

backoff = { version = "x.y.z", features = ["tokio"] }

A Future<Output = Result<T, backoff::Error<E>> can be easily retried:

examples/async.rs:

ⓘ

extern crate tokio_1 as tokio;

use backoff::ExponentialBackoff;

async fn fetch_url(url: &str) -> Result<String, reqwest::Error> {
    backoff::future::retry(ExponentialBackoff::default(), || async {
        println!("Fetching {}", url);
        Ok(reqwest::get(url).await?.text().await?)
    })
    .await
}

#[tokio::main]
async fn main() {
    match fetch_url("https://www.rust-lang.org").await {
        Ok(_) => println!("Successfully fetched"),
        Err(err) => panic!("Failed to fetch: {}", err),
    }
}

§Feature flags

  • futures: enables futures support,
  • tokio: enables support for the tokio async runtime, implies futures,
  • async-std: enables support for the async-std async runtime, implies futures,
  • wasm-bindgen: enabled support for wasm-bindgen.

Modules§

Structs§

  • SystemClock
    SystemClock uses the system’s clock to get the current time. This Clock should be used for real use-cases.

Enums§

  • Error
    Error is the error value in an operation’s result.

Traits§

Functions§

  • retry
    Retries this operation according to the backoff policy. backoff is reset before it is used.
  • retry_notify
    Retries this operation according to the backoff policy. Calls notify on failed attempts (in case of transient errors). backoff is reset before it is used.

Type Aliases§