Autobus is a lightweight, networked, opinionated event bus for Python 3.
Autobus leans on Redis, asyncio, aioredis, pydantic, and schedule to do most of its heavy lifting.
import autobus
import asyncio
@autobus.subscribe(MyEventClass)
def handle_my_event(event):
# do something in response
...
autobus.run()
and then elsewhere, maybe in another process entirely:
event = MyEventClass(...)
autobus.publish(event)
autobus.run()
Presto! The event you published in one place is transparently handled in another.
pip install autobus
I'm currently waiting to see if the autobus
package name might be made available on PyPI.
If you want to build from source,
git clone git@github.com:schuyler/autobus
cd autobus
pip install -r requirements.txt
You must have Redis running somewhere in order to use Autobus.
import autobus
class SomethingHappened(autobus.Event):
id: int
name: str
details: dict
...
Now autobus.Event
is just a subclass of pydantic.BaseModel
, so anything
Pydantic can do, autobus.Event
can
do also.
event = SomethingHappened(...)
autobus.publish(event)
When publish()
is called, the event object is serialized to JSON and sent out
over a Redis pub/sub channel. All subscribers to that event class will receive a
copy of the event object.
Receving an event is as simple as using the @autobus.subscribe
decorator:
@autobus.subscribe(MyEventClass)
def handle_my_event(event):
# do something in response
...
The event handler can be either a regular Python function or an async
function. If the latter, the async
function is run with
asyncio.create_task()
and later awaited.
Either way, the event handler's return value is discarded.
Autobus uses the Schedule module to run tasks on a recurring basis.
from autobus import every
@autobus.schedule(every(10).minutes)
def do_this_regularly():
# this will get called ~every 10 minutes
...
As with event handlers, the scheduled function can be regular or async
, and
the return value is discarded.
Autobus relies on asyncio for
concurrency. You need to have the bus running in order to send and receive
events. The easiest way to run Autobus is to pass its run()
function to
asyncio.run()
:
import asyncio
if __name__ == "__main__":
autobus.run()
Autobus depends on Redis, and, by default, assumes that Redis is running on
localhost:6379
. If you are running Redis somewhere else, you can pass a Redis
DSN URL to autobus.run()
:
autobus.run(url="redis://my.redis.host:6379")
Autobus does not use Redis for storage in any way; it only uses the pub/sub functions.
If you want to run multiple, separate buses on the same Redis database, you can configure autobus with a namespace:
autobus.run(namespace="distinct_namespace")
Two autobus clients with different namespaces will not be able to share messages, which is probably what you wanted.
Finally, you can optionally encrypt events sent over the bus using a shared key:
autobus.run(shared_key=my_shared_key)
If a shared_key
is supplied, autobus will use symmetric Fernet encryption for
all events sent and received on the bus. Any events received by autobus which
cannot be decrypted and verified using the supplied key will be discarded.
This functionality relies on Fernet
from the Python cryptography module, which
must be installed for shared_key
to work.
To generate a key suitable for shared encryption, run this command from the command line, and then supply the Base64 string it prints out to your autobus application:
python -m autobus.serializer generate
Autobus relies on Python's built-in
logging facility. You can set
the log level, et cetera, using logging.basicConfig(...)
in the usual way, and
get different degrees of detail from inside autobus.
Autobus attempts to catch exceptions thrown inside handler functions. Any
exceptions will get logged along with tracebacks using logging.exception()
.
Autobus is designed to play nicely with other asyncio applications.
autobus.run()
is basically a wrapper for:
try:
await autobus.start()
# ... wait until told to stop ...
finally:
await autobus.stop()
Instead of calling run()
, you can call start()
and stop()
as needed.
Currently an autobus client cannot be restarted.
Suppose you have an API server that emits events, and so you want to run autobus and uvicorn in the same process. Following this example from the uvicorn docs, you could do something like:
async def main():
redis_url = "redis://my.redis.host"
config = uvicorn.Config("main:app", port=5000, log_level="info")
server = uvicorn.Server(config)
try:
await autobus.start(url=redis_url)
await server.serve()
finally:
await autobus.stop()
asyncio.run(main())
It is also possible to run multiple autobus clients in a single process, by
instantiating and using autobus.Client
directly.
async def main():
client = autobus.Client(...)
try:
await client.start()
finally:
await client.start()
asyncio.run(main())
Python's asyncio
provides concurrency but not parallelism. Everything runs
in a single thread by default. If you want your event handlers and scheduled
functions to be non-blocking, you should consider defining them async
and
having them await
as appropriate.
Currently, you don't have to use autobus.Event
as the base class for your
events -- in principle, any simple class will work, so long as you can call
dict(obj)
and get back a dict that you can pass as keyword args to the
constructor. But this may change in the future.
Two other small caveats apply:
- Events are routed by their Python class name, which means that all of your event classes must be uniquely named in order to be routed correctly.
- Autobus adds a type key to the return value from
dict(event)
before serializing the result, so that the event can be identified on the other end. (You aren't usingtype
as the name of an instance property in Python, are you?)
REDIS_URL=redis://localhost:6379 pytest
You will need Redis running in order to run the tests. Sorry. Mocking Redis pubsub accurately in asyncio was not something I felt like bothering with.
Just for my future reference. You can install Redis with brew install redis
,
but if you have Docker running locally, this works too:
docker pull redis:alpine
docker run --name redis -d -p 6379:6379 redis:alpine
Patches welcome. By all means, please send pull requests!
- API reference
- Fix: start() has an occasional race condition where events can be sent before they can be consumed locally. This is probably not a real production issue but it would be nice for them to be synchronized.
Otherwise I regard autobus as pretty feature complete.
MIT. See LICENSE.md for details.
Autobus was significantly inspired by Lightbus. Lightbus is more feature rich than Autobus, and, honestly, Adam Charnock not only has a Discord chat but he actually publishes a phone number and encourages you to call him if you want to talk about the project. You should probably use Lightbus instead of Autobus. For myself. I wanted something similar to Lightbus but simpler, and I thought it would be fun to write my own, which it was. So here we are.
Autobus was conceived and written to support Rob Flickenger's very cool Persyn project, so you should check that out as well.