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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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Creating and using a parameterized dependency 
with a class

In the previous section, we defined dependencies as regular functions, which work well in most cases. Still, you may need to set some parameters on a dependency to finely tune its behavior. Since the arguments of the function are set by the dependency injection system, we can’t add an argument to the function.

In the pagination example, we added some logic to cap the limit value at 100. If we wanted to set this maximum limit dynamically, how would we do that?

The solution is to create a class that will be used as a dependency. This way, we can set class properties – with the __init__ method, for example – and use them in the logic of the dependency itself. This logic will be defined in the __call__ method of the class. If you remember what we learned in the Callable object section of Chapter 2, Python Programming Specificities, you know that it makes the object callable, meaning it can be...

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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