asyncio integration with ZeroMQ
asyncio (PEP 3156) support for ZeroMQ.
The difference between aiozmq
and vanilla pyzmq
(zmq.asyncio
) is:
zmq.asyncio
works only by replacing the base event loop with a custom one.
This approach works but has two disadvantages:
zmq.asyncio.ZMQEventLoop
cannot be combined with other loop implementations (most notable is the ultra fastuvloop
).It uses the internal ZMQ Poller which has fast ZMQ Sockets support but isn't intended to work fast with many (thousands) regular TCP sockets.
In practice it means that
zmq.asyncio
is not recommended to be used with web servers likeaiohttp
.See also zeromq/pyzmq#894
Documentation
See http://aiozmq.readthedocs.org
Simple high-level client-server RPC example:
import asyncio
import aiozmq.rpc
class ServerHandler(aiozmq.rpc.AttrHandler):
@aiozmq.rpc.method
def remote_func(self, a:int, b:int) -> int:
return a + b
async def go():
server = await aiozmq.rpc.serve_rpc(
ServerHandler(), bind='tcp://127.0.0.1:5555')
client = await aiozmq.rpc.connect_rpc(
connect='tcp://127.0.0.1:5555')
ret = await client.call.remote_func(1, 2)
assert 3 == ret
server.close()
client.close()
asyncio.run(go())
Low-level request-reply example:
import asyncio
import aiozmq
import zmq
async def go():
router = await aiozmq.create_zmq_stream(
zmq.ROUTER,
bind='tcp://127.0.0.1:*')
addr = list(router.transport.bindings())[0]
dealer = await aiozmq.create_zmq_stream(
zmq.DEALER,
connect=addr)
for i in range(10):
msg = (b'data', b'ask', str(i).encode('utf-8'))
dealer.write(msg)
data = await router.read()
router.write(data)
answer = await dealer.read()
print(answer)
dealer.close()
router.close()
asyncio.run(go())
Comparison to pyzmq
zmq.asyncio
provides an asyncio compatible loop implementation.
But it's based on zmq.Poller
which doesn't work well with massive
non-zmq socket usage.
E.g. if you build a web server for handling at least thousands of
parallel web requests (1000-5000) pyzmq
's internal poller will be slow.
aiozmq
works with epoll natively, it doesn't need a custom loop
implementation and cooperates pretty well with uvloop for example.
For details see zeromq/pyzmq#894
Requirements
License
aiozmq is offered under the BSD license.