Skip to main content

aiocoalesce

A best-in-class async request coalescing library for Python (3.9+).

aiocoalesce ensures that multiple concurrent async requests for the same key share a single execution (the "SingleFlight" pattern). This protects your backend from Thundering Herds without the complexity of Redis or caching layers.

Key Difference: Unlike other libraries, aiocoalesce is Cancellation Safe. If the first user disconnects, the shared work continues for other waiting users.

Installation

pip install aiocoalesce

Usage

import asyncio
from aiocoalesce import Coalescer

# Create a global coalescer
coalescer = Coalescer()

async def get_user_data(user_id: int):
    # Simulate DB call
    await asyncio.sleep(1)
    return {"id": user_id, "name": "Alice"}

# In your API handler:
async def handler(user_id):
    # If 10 requests come in at once for user_id=1, 
    # 'get_user_data' runs ONLY ONCE.
    return await coalescer.run(user_id, get_user_data(user_id))

Why aiocoalesce?

Feature aiocoalesce Existing singleflight asyncio.Lock
Pattern True Coalescing True Coalescing Sequential Locking
Cancellation ✅ Shielded (Safe) ❌ Cascading Fails ✅ Safe
Exec Model Concurrent Concurrent Sequential (Slow)

Use Case

Perfect for:

  • FastAPI endpoints with expensive DB queries.
  • ML Inference servers (prevent running same model input twice).
  • Proxy servers to reduce upstream load.

License

MIT

Release files for aiocoalesce 0.1.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for aiocoalesce 0.1.0
File Size Uploaded
aiocoalesce-0.1.0.tar.gz 4.4 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for aiocoalesce 0.1.0
File Interpreter ABI Platform
aiocoalesce-0.1.0-py3-none-any.whl Python 3 none any Details

Total release size: 7.5 kB

Release files / aiocoalesce-0.1.0.tar.gz

Download URL aiocoalesce-0.1.0.tar.gz
Size 4.4 kB
Tags Source
SHA-256 checksum
How to use checksums
8da5e7500c926e9f5ffd8cb28d9b4cd5662d094008bed12525166d44ed5239fd
BLAKE2b-256 checksum
How to use checksums
596bbaebd87c67aaa512a92a27fb10ae0c658eefbd10596f046d5ef5b2d7de06
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.9.6

Release files / aiocoalesce-0.1.0-py3-none-any.whl

Download URL aiocoalesce-0.1.0-py3-none-any.whl
Size 3.0 kB
Tags Python 3
SHA-256 checksum
How to use checksums
b39bb16cb38768befadfad3859725417bf90a539eaaa603cb8865fbbed40a06d
BLAKE2b-256 checksum
How to use checksums
a4bdf737a6c4bee6927c516d829a1d98b459281effb4a9d6712cbac90c2d6643
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.9.6

Release history Release notifications | RSS feed

This release

0.1.0 This release

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page