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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 request parameters

The main goal of a REST API is to provide a structured way in which 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, or headers.

To handle them, usually, web frameworks ask you to manipulate a request object to retrieve the parts you are interested in and manually apply validation. 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 validations 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.

Path parameters

The API path is the main...

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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