Backoff Python Packages

backoff

Python library providing function decorators for configurable backoff and retry

aiohttp-retry

Simple retry client for aiohttp.

python-backoff

Python library providing function decorators for configurable backoff and retry

waiter

Delayed iteration for polling and retries.

justbackoff

Simple backoff algorithm in Python

polite-http

A courteous, dependency-free HTTP client with rate limiting, retries, and backoff.

awsretry

Decorate your AWS Boto3 Calls with AWSRetry.backoff(). This will allows your calls to get around the AWS Eventual Consistency Errors.

redress

Policy-driven failure handling for Python services.

backon

Function decoration for backoff and retry — modern, fast, and zero dependencies

relinker

Production-ready Python retry library with sync and async support, exponential backoff, jitter, retry budgets, HTTP helpers, observability, diagnostics, and zero runtime dependencies.

riprova

Versatile async-friendly retry package with multiple backoff strategies

retrytools

A Python decorator for retrying functions with exponential backoff, optional jitter, and support for both sync and async code.

tornado-retry-client

Simple retry tornado http client

pytryagain

A lightweight, zero-dependency retry decorator for sync and async Python functions.

resilient-http

Resilience layer for Python HTTP clients — with smart retries, exponential backoff with jitter, and circuit breaker support.

pygolem

Spawn tiny little servants, running things in parallel.

raspberryrequest

Package to handle API requests easily, with built-in back-off and response handling

ccxt-resilience

Hardens a legitimate ccxt client against WAF (Cloudflare) false positives and transient errors: selective retry with backoff+jitter and header hardening.

larzretry

Composable, observable resilience: retry, circuit breaker, fallback, and timeout that stack. Pure Python, zero dependencies.

polite-submit

Client-side contention management for Slurm HPC clusters — CSMA/CA-inspired backoff that probes cluster state before submitting