asyncmy — The fastest asyncio MySQL/MariaDB driver

asyncmy is the fastest asyncio MySQL/MariaDB driver for Python. It keeps the familiar aiomysql API while rewriting the entire protocol core in Cython — down to pointer-level packet parsing. In our benchmarks it outperforms every driver tested, including the C-based synchronous mysqlclient.

Features

🚀 Fastest in every benchmark — reads large result sets 2.1x faster than mysqlclient and 5x faster than aiomysql/pymysql (details)
🔌 Drop-in aiomysql replacement — same API, same cursors (DictCursor, SSCursor), same pool semantics
⚡ C-speed protocol core — rows are parsed in bulk from the receive buffer in a single C loop, values decode straight from wire bytes via the CPython C-API
🏊 Built-in connection pool — asyncmy.create_pool(), no extra dependency, 2x aiomysql's pooled throughput
📡 MySQL replication protocol over asyncio (BinLogStream)
✅ CI-tested on MySQL and MariaDB (workflow)

Benchmark

asyncmy ranks #1 in all four scenarios against mysqlclient, pymysql, and aiomysql (warmup + best-of-3, see methodology):

Test	asyncmy Rank	Performance
Large Result Set (33k rows, all types)	🏆 #1/4	0.031s — 2.1x faster than mysqlclient, 5.2x faster than aiomysql
Connection Pool (2k queries)	🏆 #1/2	~17,000 qps — 2x aiomysql's throughput
Concurrent Queries (50 connections)	🏆 #1/2	~8,600 qps — 1.6x faster than aiomysql
Batch Insert (10k rows)	🏆 #1/4	~91,000 rows/sec — fastest of all four drivers

The protocol core is engineered for zero waste on the hot path:

Bulk packet parsing: one socket read serves hundreds of row packets, parsed in a single C loop with no event-loop round-trips
Pointer-based protocol reads: integers and length-encoded values are read directly from raw memory, no struct calls
Direct row decoding: cell values decode straight from the receive buffer via the CPython C-API (PyUnicode_DecodeUTF8, PyTuple_New), skipping intermediate objects
Zero-decode numeric/temporal columns: int/float/datetime values parse directly from bytes, and dates are built with the C datetime API
Escape fast path: strings without special characters are returned as-is, no translation pass

📊 View detailed benchmarks →

Install

Requirements: Python ≥ 3.9

pip install asyncmy

Windows

asyncmy uses Cython extensions; on Windows you need Microsoft C++ Build Tools to build them.

Download Microsoft C++ Build Tools.
Open CMD as Administrator (recommended) and cd to the folder where the installer was downloaded.
Rename the installer (e.g. vs_buildtools__XXXXXXXXX.XXXXXXXXXX.exe) to vs_buildtools.exe for convenience.

Run (ensure ~5–6GB free disk space):

vs_buildtools.exe --norestart --passive --downloadThenInstall --includeRecommended --add Microsoft.VisualStudio.Workload.NativeDesktop --add Microsoft.VisualStudio.Workload.VCTools --add Microsoft.VisualStudio.Workload.MSBuildTools

Wait for installation to complete, then restart your computer.
Install asyncmy:
```
pip install asyncmy
```

You can uninstall the Build Tools afterward if desired.

Usage

`connect`

Use asyncmy.connect() for a single connection. For many concurrent connections, use a connection pool.

import asyncio
import os

from asyncmy import connect
from asyncmy.cursors import DictCursor


async def main():
    conn = await connect(
        user=os.getenv("DB_USER"),
        password=os.getenv("DB_PASSWORD", ""),
    )
    async with conn.cursor(cursor=DictCursor) as cursor:
        await cursor.execute("CREATE DATABASE IF NOT EXISTS test")
        await cursor.execute("""
            CREATE TABLE IF NOT EXISTS test.`asyncmy` (
                `id`       int PRIMARY KEY AUTO_INCREMENT,
                `decimal`  decimal(10, 2),
                `date`     date,
                `datetime` datetime,
                `float`    float,
                `string`   varchar(200),
                `tinyint`  tinyint
            ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_general_ci
        """.strip())
    await conn.ensure_closed()


if __name__ == "__main__":
    asyncio.run(main())

Pool

For multiple connections, use a connection pool. Pass the same kwargs as connect() (e.g. host, user, password).

import asyncio
import asyncmy


async def main():
    pool = await asyncmy.create_pool(host="localhost", user="root", password="")
    async with pool.acquire() as conn:
        async with conn.cursor() as cursor:
            await cursor.execute("SELECT 1")
            ret = await cursor.fetchone()
            assert ret == (1,)
    pool.close()
    await pool.wait_closed()


if __name__ == "__main__":
    asyncio.run(main())

Replication

asyncmy supports the MySQL replication protocol (like python-mysql-replication) over asyncio.

import asyncio

from asyncmy import connect
from asyncmy.replication import BinLogStream


async def main():
    conn = await connect()
    ctl_conn = await connect()

    stream = BinLogStream(
        conn,
        ctl_conn,
        server_id=1,
        master_log_file="binlog.000172",
        master_log_position=2235312,
        resume_stream=True,
        blocking=True,
    )
    async for event in stream:
        print(event)
    await conn.ensure_closed()
    await ctl_conn.ensure_closed()


if __name__ == "__main__":
    asyncio.run(main())

Acknowledgments

asyncmy builds on these projects:

PyMySQL — pure Python MySQL client
aiomysql — asyncio MySQL driver
python-mysql-replication — MySQL replication protocol (pure Python, on top of PyMySQL)

License

Apache-2.0

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asyncmy 0.2.12

asyncmy — The fastest asyncio MySQL/MariaDB driver

Features

Benchmark

Install

Windows

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connect

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BLAKE2b-256	`96ea394b560c951f5c0467957c781f8135b9afed75510f344fe491f78e5dfdae`

Algorithm	Hash digest
SHA256	`afa227286732240aba5ad16c1c3747f701a6e9dca19ecead90dcea4309ec9163`
MD5	`f8eed5e9721e29514fb25e2588809898`
BLAKE2b-256	`4ca4f8b5067e1c2bdd13f67b5a62c7b736461c8165649b74cabc5c5e12b07622`

Algorithm	Hash digest
SHA256	`c85c2b6cd4d3fa13307f8ca241ec4c31433126a5fba8bc737242d3c8884955ff`
MD5	`0ae13031e7c154efe78c8dc8fe5dbb8a`
BLAKE2b-256	`7f2a95ac5e2b6f4100046e70974676b1711c9393e0358afb96ec4deab72a90e0`

Algorithm	Hash digest
SHA256	`4a5f017d8b5f384cdb0d72eb1123216de5ecf2572587a10b660bffbf8014db79`
MD5	`0af8249aea72f140cf8aec3b2e06fe97`
BLAKE2b-256	`ad390187904bd1709f80ac5d2e5b414a3e9df1d71367751fd92e69bfb80d753e`

Algorithm	Hash digest
SHA256	`3e0cdb83b4bec4681fcd5269d44b4bff5ed9701c6a2abf8db3531d5b1ad3b610`
MD5	`3414924fb3721337ac413dcd53a64866`
BLAKE2b-256	`415cb2ccd12f6e40d1f6512afa1ac8b5b6ecf0e30e2275305e9a776a1e8ae6f6`

Algorithm	Hash digest
SHA256	`87fce58c5a95c352744034217865cf7650d3d15d6b5e7d344363c43f9b9d4d8e`
MD5	`4f2c0d4ea7d35fb481abeff87dac720b`
BLAKE2b-256	`717f06783c37427d4347c99267388dfbaaa1d8e56a52f55a86c6e0cdabdf66e1`

Algorithm	Hash digest
SHA256	`08b89f72c214d32621f5b47df46f2f167fed31b6233ae74e3d97f3e5b51f2cc3`
MD5	`d63ebcdf8cf71ef877ef6cdbc8b6dc2e`
BLAKE2b-256	`2d7c858858933f154ec8f13b0b21f54bd0ce870139d7ac35b5c0cab620f50395`

Algorithm	Hash digest
SHA256	`914d2adb90beed3e70eb32a34d2ddc1b60f8cea13e61516ddec8eb883bf8160d`
MD5	`9f1c2d9dda551e6470b7caa01288a1be`
BLAKE2b-256	`39fadd0fb499edcbe6a4135eba76b164d8d1ff5cd05cd1d82b58e2b1f7d189de`