Async Python client for dqlite with connection pooling and leader detection
Project description
dqlite-client
Async Python client for dqlite. The API shape
(explicit connect() / create_pool(), fetch / fetchall /
fetchval, context-manager-driven transactions) is inspired by
asyncpg's ergonomics, but the data model is simpler: fetch returns
list[dict], fetchall returns list[list], fetchval returns a
scalar. There is no Record type — callers who need the asyncpg
Record surface should wrap the rows explicitly.
Installation
pip install dqlite-client
Usage
import asyncio
from dqliteclient import connect
async def main():
conn = await connect("localhost:9001")
async with conn.transaction():
await conn.execute("CREATE TABLE IF NOT EXISTS test (id INTEGER PRIMARY KEY, name TEXT)")
await conn.execute("INSERT INTO test (name) VALUES (?)", ["hello"])
rows = await conn.fetch("SELECT * FROM test")
for row in rows:
print(row)
await conn.close()
asyncio.run(main())
Connection Pooling
from dqliteclient import create_pool
pool = await create_pool(["localhost:9001", "localhost:9002", "localhost:9003"])
async with pool.acquire() as conn:
rows = await conn.fetch("SELECT 1")
The pool issues min_size connection handshakes in parallel during
initialize(). All initial connects target whichever node the
cluster client identifies as the current leader, so the leader
serialises its incoming-connection acceptance — min_size=N does
NOT speed up startup linearly with N. A balanced default
(min_size=1 or low single digits) keeps cold-start latency
predictable; raise it only when steady-state concurrency demands
warm connections at engine startup.
Forking and multiprocessing
Connections, pools, and the cluster client are not safe to use
across os.fork(). The library detects fork-after-init and raises
InterfaceError from any operation in the child process; the
inherited TCP socket would otherwise be shared with the parent
(writes would interleave on the wire) and asyncio primitives are
bound to the parent's event loop.
Common deployment patterns that fork after import:
- gunicorn with
--preload: workers inherit pools created in the parent. Move pool creation into a per-workerpost_forkhook (gunicornpost_forkconfig) instead of the module top level. - multiprocessing: child processes must reconstruct connections / pools from configuration (addresses, database name) rather than receive a parent-built object.
- Celery prefork pool: each worker process must create its own pool inside the worker init signal, not at module load.
The fork detection is best-effort (pid mismatch); silent
double-FIN on the parent's socket is a real risk if the guard is
bypassed (e.g. via __new__ to skip __init__). Just create the
pool / connection in the child process you intend to use it from.
Cross-version semantic shift: NULL in BOOLEAN/DATETIME columns
Upstream dqlite commit f30fc99 (query: preserve SQLITE_NULL type for NULL values, 2026-01-25) changed the wire encoding of NULL cells
in columns declared BOOLEAN, DATE, DATETIME, or TIMESTAMP:
- Before
f30fc99: a NULL cell was emitted with the column's coerced type (BOOLEANwith value0, orISO8601with value"") — indistinguishable from a realFALSEor empty string. - After
f30fc99: a NULL cell is emitted withSQLITE_NULL(tag 5) and decodes toNone.
Python code that uses if row[0] is None: against an old-server
cluster will silently miss NULL rows. After a cluster upgrade past
f30fc99, the same code starts firing where it previously read
False or "". There is no driver-level handshake field that
distinguishes the two server versions; check your dqlite cluster
version before relying on is None for BOOLEAN / DATETIME
columns. The Python codec faithfully decodes whatever the server
emits — the server, not the driver, drives this semantics shift.
Layering
dqlite-client is the low-level async wire client. Most applications
should reach for one of the higher-level packages instead:
dqlite-dbapi— PEP 249–compliant wrapper (sync or async). Plug-and-play with SQLAlchemy, Alembic, most ORMs.sqlalchemy-dqlite— SQLAlchemy 2.0 dialect, built on top ofdqlite-dbapi.
Use dqlite-client directly when you need fine-grained control over
the wire protocol: custom cluster bootstrapping, explicit message
decoding, or building a new high-level driver.
Development
See DEVELOPMENT.md for setup and contribution guidelines.
License
MIT
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