Define events (aka messagios) and then listen for those events, like pubsub, but better. Uses celery for transport.
Project description
Welcome to Messagio
It's sort of like pubsub, but evolved.
Messagio works out of the box with Django and Celery.
You can define events, aka messagios, with specific payloads, the messagios themselves are preferably python dataclasses, and their payloads are pickled, but you can in theory use any class as a messagio.
Now you can subscribe any function to listen for those events and do stuff when an event is received.
Any number of functions can subscribe to a single event. Every function can subscribe to one or more events. The events are transmitted using celery, so make sure you configure
Celery Config
As long as celery is configured in your django setup, you don't need to do anything. However, it might be wise to have a custom queue for your messagio events, to make sure they get the priority they deserve.
In django you can configure it as such in django settings.py
or your celery settings:
CELERY_TASK_ROUTES = (
[
('messagio.tasks.*', {'queue': 'messagio'}),
],
)
Don't forget to also set up the queues, for example:
CELERY_TASK_QUEUES = (
Queue('celery', Exchange('celery'), routing_key='celery'),
Queue("messagio", Exchange("messagio"), routing_key="messagio"),
)
And finally, you need to ensure that pickle
is supported by your Celery config.
CELERY_ACCEPT_CONTENT = ["pickle"]
Keep in mind that if you are using json
for pickling, you need to also add
json
to the array above.
Defining Messagios
A messagio is a class that can be pickled, and extends from the Messagio
class.
The best way to create messagios is with dataclasses
, so just decorate your class with @dataclass
.
Your messagio class needs to extend Messagio
, the @dataclass
decorator is optional however.
Here are two ways to define messagios:
@dataclass
class PerformAction(Messagio):
action_name:str
obj:any
class ActionPerformed(Messagio):
def __init__(action_name:str,obj:any):
self.action_name=action_name
self.obj = obj
Autodiscover the messagios and project structure
In order for your decorated messagio listeners to be respected, you must make sure they are imported at runtime.
The simplest way is to use the autodiscover_listeners
function.
For autodiscovery to work your messagio definitions need to follow a certain structure.
Place your listener functions in any of the below files or folder structures.
- messagio.py
- tasks.py
- messagio
- __init__.py
Then use the following code somewhere in your project that is always imported,
for Django
projects this can be in the main urls.py
file.
from messagio import autodiscover_listeners
autodiscover_listeners()
Publishing messagios
Publishing messagios is simple, just fire
it.
obj = Model.objects.get(pk=123)
PerformAction("foo_action", obj).fire()
Fire accepts certain additional parameters:
sync:bool
will call the messagio synchronously without going through celery (usescelery.task.apply
)
Listening to messagios
Any function can be configured as a listener. A listener can listen to one or more messagio types and will receive the messagio object itself as the first and only parameter.
The subsciption can come with some extra arguments, these are all passed directly to celery.
priority: TASK_PRIORITY
set a priority that will be passed to celery, if your celery does not use priorities, this is ignored. The priorities are integers and depend on your celery configuration, some default options are available inconst.py
autoretry_for: tuple[Exception]
a list of exceptions that trigger an auto-retry, again passed to celerymax_retries: int
number of times to auto retry if auto retry is enabled, default is no auto retrydefault_retry_delay: float
how long to wait before auto retrying
# high priority listener
@listen_to_message(PerformAction, priority=10)
def high_prio_listener(messagio:PerformAction):
# do something with your messagio
pass
@listen_to_message(PerformAction, ActionPerformed)
def listener_of_many(messagio:typing.Union[PerformAction, ActionPerformed]):
# do something with your messagio
pass
# low priority listener
@listen_to_message(PerformAction, priority=1)
def log_me(messagio:PerformAction):
logging.getLogger("foo").info("Action was performed %s" % messagio.action_name)
Messagio functions will be executed by your celery worker and they are executed sequentially in the order that they were subscribed. A single published messagio will be executed by a single worker and a messagio can be published as many times as you want.
You can also subscribe directly using the message center
def any_func(msg:PerformAction):
#do stuff
pass
MessageCenter.singleton().subscribe(PerformAction, any_function)
Abstract message center?
If you want, you can roll your own message center that does not use celery to transport messages, for example if you want to use a daemon or some other transport protocol like huey.
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