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A fast and durable Pub/Sub channel over Websockets. FastAPI + WebSockets + PubSub == ⚡ 💪 ❤️
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permitio/fastapi_websocket_pubsub
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A fast and durable Pub/Sub channel over Websockets.The easiest way to create a live publish / subscribe multi-cast over the web.
Supports and tested on Python >= 3.7
As seen atPyCon IL 2021 andEuroPython 2021
pip install fastapi_websocket_pubsubThe classic pub/sub pattern made easily accessible and scalable over the web and across your cloud in realtime; while enjoying the benefits of FastAPI (e.g. dependency injection).
FastAPI + WebSockets + PubSub == ⚡💪 ❤️
Subscribe
- Clients subscribe to topics (arbitrary strings) and receive relevant events along with structured data (serialized with Pydantic).
# Callback to be called upon event being published on serverasyncdefon_event(data):print("We got an event! with data- ",data)# Subscribe for the eventclient.subscribe("my event",on_event)
- Clients subscribe to topics (arbitrary strings) and receive relevant events along with structured data (serialized with Pydantic).
Publish
- Directly from server code to connected clients.
app=FastAPI()endpoint=PubSubEndpoint()endpoint.register_route(app,path="/pubsub")endpoint.publish(["my_event_topic"],data=["my","data",1])
- From client to client (through the servers)
asyncwithPubSubClient(server_uri="ws://localhost/pubsub")asclient:endpoint.publish(["my_event_topic"],data=["my","data",1])
- Across server instances (usingbroadcaster and a backend medium (e.g. Redis, Kafka, ...))
- No matter which server a client connects to - it will get the messages it subscribes to
seeexamples/pubsub_broadcaster_server_example.py for full usage exampleNote: Requires install with dependencies e.g.app=FastAPI()endpoint=PubSubEndpoint(broadcaster="postgres://localhost:5432/")@app.websocket("/pubsub")asyncdefwebsocket_rpc_endpoint(websocket:WebSocket):awaitendpoint.main_loop(websocket)
pip install fastapi_websocket_pubsub[redis],pip install fastapi_websocket_pubsub[postgres],pip install fastapi_websocket_pubsub[kafka]orpip install fastapi_websocket_pubsub[all]to get support for all three backends
- Directly from server code to connected clients.
In the code below, a client connects to the server and subscribes to a topic named "triggered".Aside from PubSub websocket, the server also exposes a regular http route, which triggers publication of the event.
importasyncioimportuvicornfromfastapiimportFastAPIfromfastapi.routingimportAPIRouterfromfastapi_websocket_pubsubimportPubSubEndpointapp=FastAPI()# Init endpointendpoint=PubSubEndpoint()# register the endpoint on the appendpoint.register_route(app,"/pubsub")# Register a regular HTTP route@app.get("/trigger")asyncdeftrigger_events():# Upon request trigger an eventendpoint.publish(["triggered"])
fromfastapi_websocket_pubsubimportPubSubClient# Callback to be called upon event being published on serverasyncdefon_trigger(data):print("Trigger URL was accessed")asyncwithPubSubClient(server_uri="ws://localhost/pubsub")asclient:# Subscribe for the eventclient.subscribe("triggered",on_trigger)
- See theexamples andtests folders for more server and client examples.
- Seefastapi-websocket-rpc depends example to see how to combine with FASTAPI dependency injections
The combination of Websockets, and bi-directional Pub/Sub is ideal to create realtime data propagation solution at scale over the web.
- Update mechanism
- Remote control mechanism
- Data processing
- Distributed computing
- Realtime communications over the web
Based onfastapi-websocket-rpc for a robust realtime bidirectional channel
Based onbroadcaster for syncing server instances
Server Endpoint:
Based onFastAPI: enjoy all the benefits of a full ASGI platform, including Async-io and dependency injections (for example to authenticate connections)
Based onPydantic: easily serialize structured data as part of RPC requests and responses. Simply Pass Pydantic data models as PubSub published data to have it available as part of an event.
Client :
Based onTenacity: allowing configurable retries to keep to connection alive
- see WebSocketRpcClient.init's retry_config
Based on pythonwebsockets - a more comprehensive client than the one offered by FastAPI
fastapi-websocket-pubsub uses fastapi-websocket-rpc for logging config.It provides a helper logging module to control how it produces logs for you.Seefastapi_websocket_rpc/logger.py.Uselogging_config.set_mode or the 'WS_RPC_LOGGING' environment variable to choose the logging method you prefer.Or override completely via default logging config (e.g. 'logging.config.dictConfig'), all logger name start with: 'fastapi.ws_rpc.pubsub'
example:
# set RPC to log like UVICORNfromfastapi_websocket_rpc.loggerimportlogging_config,LoggingModeslogging_config.set_mode(LoggingModes.UVICORN)
- Please include tests for new features
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A fast and durable Pub/Sub channel over Websockets. FastAPI + WebSockets + PubSub == ⚡ 💪 ❤️
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