Exponential Backoff Python Packages

justbackoff

Simple backoff algorithm in Python

reqstorm

Send thousands of HTTP requests from Python or the command line: per-host rate limits, retries with backoff, pagination, progress and logs, results straight to JSONL, CSV, SQLite, PostgreSQL or MySQL.

redress

Policy-driven failure handling for Python services.

backon

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

tubthumper

Python package of retry utilities named after the English anarcho-communist rock band Chumbawamba's 1997 hit Tubthumping

reqt

Send thousands of HTTP requests from Python or the command line: per-host rate limits, retries with backoff, pagination, progress and logs, results straight to JSONL, CSV, SQLite, PostgreSQL or MySQL.

pytryagain

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

fastapi-gradual-throttle

FastAPI middleware for intelligent rate limiting and progressive request throttling — supports gradual delays, strict 429 limits, and Redis-backed scaling.

get-retries

Adding retries to Requests.get() with exponential backoff

retryhttp2

Zero-dependency HTTP retries for httpx and requests: exponential backoff with jitter, per-status policies, and 401 token refresh, with sensible defaults so it works with no config.

python-smart-retry

A lightweight and powerful Python retry library supporting async/sync execution, exponential backoff, retry hooks, and production-grade reliability patterns.

robmqtt

A robust MQTT client Library that handles network failures, manages storage intelligently, reconnects automatically, and has been thoroughly tested.