A python package implementation for the confluent kafka package. Managing producing and consuming.
Project description
Kafka Broker
A python package implementation for the confluent kafka package. Managing producing and consuming.
Has built-in implementation for FastAPI.
About this package
The package allows for easy setup and connecting to the Apache Kafka message broker.
Easily run a consumer in a second process so it does not act as a blocking operation.
To read the received data from the broker, poll the consumer storage. To wait for a specific item (based on correlation ID), await the consume function.
The BrokerManager
Has 3 simple functions:
produce
- produce an event to the message broker.
init_consumer_app
- initialize the consumer together with an FastAPI app.
init_consumer
- initialize a regular consumer.
It has an attribute called the consumer_storage
. This is where everything the consumer finds will be stored. Though in reality, you have to call receive()
to actually get any data.
receive()
is a blocking operation; poll()
is not. And consume()
finds a certain event object based on correlation_id
, which is also a blocking operation.
These consumer_storage
functions are all asyncronous so they do not block any process. For example for if you were using FastAPI.
There is also consume_all()
, which is basicly a poll()
, but also returns everything found within the storage.
The EventRouter
Our event router is based on RabbitMQ's routing keys and on FastAPI's router.
Exmaple implementation
app/__init__.py
from app.test import test_router
event_router = EventRouter("module")
event_router.include_binder(test_router)
Sidenote: We give the highest router the name of the module.
app/test/__init__.py
test_router = EventRouter("test")
@test_router.bind_event("return")
def return_event(event_object: EventObject):
event_object.data = some_funtion()
event_object.event = "respond"
broker_manager.produce("SomeModule", event_object)
With the event string "test.return"
, the event router will first find the corresponding bind called 'test'
. If 'test'
is found, based on whether it's another EventRouter
or a function
, it will either continue the search chain in the next router or execute the found function
.
The EventObject
A simple class intended to be used for communicating with other microservices.
A correlation_id
to track if an object is the same one as the one you sent off.
An event
-string to route the EventObject to the right place.
A data
field containing any JSON serializable information.
An audit_log
to track where this EventObject has been.
Examples
Send event and wait for response:
from kafka_broker import broker_manager, EventObject
correlation_id = str(uuid.uuid4())
event = "test.return"
event_object = EventObject(
correlation_id=correlation_id,
event=event,
)
broker_manager.produce("SomeModule", event_object)
data = await broker_manager.consumer_storage.consume(correlation_id)
return data
Run a process based on all events:
from kafka_broker import broker_manager
async def main():
broker_manager.init_consumer()
while True:
await asyncio.sleep(1)
data = await broker_manager.consumer_storage.consume_all()
if data:
for _, event_object in data.items():
event_router.execute_event(event_object)
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