:zap: Introduction
picows is an ultra-fast, lightweight Python WebSockets client and server library for asyncio. Originally developed as part of an algorithmic trading project, it features a very efficient C implementation, a zero-copy interface and all possible speedups for the common modern CPU architectures.
With picows, you get unmatched, best-in-class latency and throughput!
The above chart shows the performance of various echo clients communicating with the same high-performance C++ server through a loopback interface. boost.beast client is also included for reference. You can find benchmark sources and more results here.
💡 Key Features
- Faster (up to 2x) drop-in replacement for the popular websockets library.
- Maximally efficient WebSocket frame parser and builder implemented in C/Cython
- Reuse memory as much as possible, avoid reallocations, and avoid unnecessary Python object creation
- Use aiofastnet to achieve excellent TCP/TLS performance regardless of the event loop used
- Lower-level core API with non-async data path, to reduce latency and achieve maximum performance
- Provide a Cython
.pxdfor efficient integration of user cythonized code with picows - Ability to check if a frame is the last one in the receiving buffer
- Auto ping-pong with an option to customize ping/pong messages
- Convenient method to measure websocket roundtrip time using ping/pong messages
📦 Installation
picows requires Python 3.9 or greater and is available on PyPI:
pip install picows
🤔 Getting started
picows provides two APIs:
-
A reimplementation of the popular websockets library's asyncio interface.
-
A low-level and significantly more efficient (lower latency, better throughput, zero copy) core API.
websockets API
This is a drop-in replacement; you only need to change imports to transition from websockets to picows.
Certain features from websockets library are not supported yet. Check out documentation for the full list.
Client
# Import picows.websockets instead of websockets
from picows.websockets.asyncio.client import connect
import asyncio
async def hello():
async with connect("ws://localhost:8765") as websocket:
await websocket.send("Hello world!")
message = await websocket.recv()
print(message)
if __name__ == "__main__":
asyncio.run(hello())
Server
# Import picows.websockets instead of websockets
from picows.websockets.asyncio.server import serve
import asyncio
async def echo(websocket):
async for message in websocket:
await websocket.send(message)
async def main():
async with serve(echo, "localhost", 8765) as server:
await server.serve_forever()
if __name__ == "__main__":
asyncio.run(main())
Core API
The Core API achieves superior performance by offering an efficient, non-async data path, similar to the transport/protocol design from asyncio.
The user handler receives WebSocket frame objects instead of complete messages. Since a message can span multiple frames, it is up to the user to decide the most effective strategy for concatenating them. Each frame object includes additional low-level details about the current parser state, which may help to further optimize the behavior of the user's application.
The Core API doesn't offer high-level features like permessage-deflate extension support or an async iterator interface for reading. These features are often not required in real-world applications, significantly slow down the data path, and make a true zero-copy interface impossible.
Client
import asyncio
from picows import ws_connect, WSFrame, WSTransport, WSListener, WSMsgType, WSCloseCode
class ClientListener(WSListener):
def on_ws_connected(self, transport: WSTransport):
transport.send(WSMsgType.TEXT, b"Hello world")
def on_ws_frame(self, transport: WSTransport, frame: WSFrame):
print(f"Echo reply: {frame.get_payload_as_ascii_text()}")
transport.send_close(WSCloseCode.OK)
transport.disconnect()
async def main():
transport, client = await ws_connect(ClientListener, "ws://127.0.0.1:9001")
await transport.wait_disconnected()
if __name__ == "__main__":
asyncio.run(main())
Server
import asyncio
from picows import ws_create_server, WSFrame, WSTransport, WSListener, WSMsgType, WSUpgradeRequest
class ServerClientListener(WSListener):
def on_ws_connected(self, transport: WSTransport):
print("New client connected")
def on_ws_frame(self, transport: WSTransport, frame: WSFrame):
if frame.msg_type == WSMsgType.CLOSE:
transport.send_close(frame.get_close_code(), frame.get_close_message())
transport.disconnect()
else:
transport.send(frame.msg_type, frame.get_payload_as_memoryview())
async def main():
def listener_factory(r: WSUpgradeRequest):
# Routing can be implemented here by analyzing request content
return ServerClientListener()
server: asyncio.Server = await ws_create_server(listener_factory, "127.0.0.1", 9001)
for s in server.sockets:
print(f"Server started on {s.getsockname()}")
await server.serve_forever()
if __name__ == "__main__":
asyncio.run(main())
:hammer: Contributing / Building From Source
Contributions are welcome!
- Fork and clone the repository:
git clone git@github.com:tarasko/picows.git
cd picows
- Create a virtual environment and activate it:
python3 -m venv picows-dev
source picows-dev/bin/activate
- Install development dependencies:
# To run tests
pip install -r requirements-test.txt
- Build in place and run tests:
python setup.py build_ext --inplace --dev
pytest -s -v
# Run specific test with picows debug logs enabled
pytest -s -v -k test_client_handshake_timeout[uvloop-plain] --log-cli-level 9
- Run perf, see call graph
For Intel:
$ perf record -F 999 -g --call-graph lbr --user-callchains -- python -m examples.perf_test --msg-size 8192 --ssl
$ DEBUGINFOD_URLS= perf report -G -n --stdio
For AMD:
$ perf record -F 999 -g --call-graph dwarf --user-callchains -- python -m examples.perf_test --msg-size 8192 --ssl
$ DEBUGINFOD_URLS= perf report -G -n --stdio
- Build coverage report:
Building for coverage testing requires enabling line tracing in cython, which significantly slows down extension modules. It is disabled by default. You would need to rebuild specifically with coverage support.
python setup.py build_ext --inplace --dev --with-coverage
pytest -s -v --cov=picows --cov-report=html
- Build docs:
pip install -r docs/requirements.txt
make -C docs clean html
1 maintainer
Metadata
1 maintainer
Release files for picows 2.3.0
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Built distributions (wheels)
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