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You're reading from  Building Data Science Applications with FastAPI

Product typeBook
Published inOct 2021
Reading LevelBeginner
PublisherPackt
ISBN-139781801079211
Edition1st Edition
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François Voron
François Voron
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François Voron

François Voron graduated from the University of Saint-Étienne (France) and the University of Alicante (Spain) with a master's degree in machine learning and data mining. A full stack web developer and a data scientist, François has a proven track record working in the SaaS industry, with a special focus on Python backends and REST APIs. He is also the creator and maintainer of FastAPI Users, the #1 authentication library for FastAPI, and is one of the top experts in the FastAPI community.
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Handling multiple WebSocket connections and broadcasting messages

As we said in the introduction to this chapter, a typical use case for WebSockets is to implement real-time communication across multiple clients, such as a chat application. In this configuration, several clients have an open WebSocket tunnel with the server. Thus, the role of the server is to manage all the client connections and broadcast messages to all of them: when a user sends a message, the server has to send it to all other clients in their WebSockets. We show you a schema of this principle here:

Figure 8.3 – Multiple clients connected through WebSocket to a server

A first approach could be simply to keep a list of all WebSocket connections and iterate through them to broadcast messages. This would work but would quickly become problematic in a production environment. Indeed, most of the time, server processes run multiple workers when deployed. This means that instead of having...

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Building Data Science Applications with FastAPI
Published in: Oct 2021Publisher: PacktISBN-13: 9781801079211

Author (1)

author image
François Voron

François Voron graduated from the University of Saint-Étienne (France) and the University of Alicante (Spain) with a master's degree in machine learning and data mining. A full stack web developer and a data scientist, François has a proven track record working in the SaaS industry, with a special focus on Python backends and REST APIs. He is also the creator and maintainer of FastAPI Users, the #1 authentication library for FastAPI, and is one of the top experts in the FastAPI community.
Read more about François Voron