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You're reading from  Building Data Science Applications with FastAPI - Second Edition

Product typeBook
Published inJul 2023
Reading LevelIntermediate
PublisherPackt
ISBN-139781837632749
Edition2nd 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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Setting up testing tools for FastAPI with HTTPX

If you look at the FastAPI documentation regarding testing, you’ll see that it recommends that you use TestClient provided by Starlette. In this book, we’ll show you a different approach involving an HTTP client called HTTPX.

Why? The default TestClient is implemented in a way that makes it completely synchronous, meaning you can write tests without worrying about async and await. This might sound nice, but we found that it causes some problems in practice: since your FastAPI app is designed to work asynchronously, you’ll likely have lots of services working asynchronously, such as the database drivers we saw in Chapter 6, Databases and Asynchronous ORMs. Thus, in your tests, you’ll probably need to perform some actions on those asynchronous services, such as filling a database with dummy data, which will make your tests asynchronous anyway. Melding the two approaches often leads to strange errors that are...

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Building Data Science Applications with FastAPI - Second Edition
Published in: Jul 2023Publisher: PacktISBN-13: 9781837632749

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