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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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Handling request parameters

The main goal of a representational state transfer (REST) API is to provide a structured way to interact with data. As such, it’s crucial for the end user to send some information to tailor the response they need, such as path parameters, query parameters, body payloads, headers, and so on.

Web frameworks usually ask you to manipulate a request object to retrieve the parts you are interested in and manually apply validation to handle them. However, that’s not necessary with FastAPI! Indeed, it allows you to define all of your parameters declaratively. Then, it’ll automatically retrieve them in the request and apply validation based on the type hints. This is why we introduced type hinting in Chapter 2, Python Programming Specificities: it’s used by FastAPI to perform data validation!

Next, we’ll explore how you can use this feature to retrieve and validate this input data from different parts of the request.

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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