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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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Managing Python dependencies

Throughout this book, we’ve installed libraries using pip to add some useful features to our application: FastAPI, of course, but also SQLAlchemy, pytest, and so on. When deploying a project to a new environment, such as a production server, we have to make sure all those dependencies are installed for our application to work properly. This is also true if you have colleagues that also need to work on the project: they need to know the dependencies they must install on their machines.

Fortunately, pip comes with a solution for this so that we don’t have to remember all this in our heads. Indeed, most Python projects define a requirements.txt file, which contains a list of all Python dependencies. It usually lives at the root of your project. pip has a special option for reading this file and installing all the needed dependencies.

When you already have a working environment, such as the one we’ve used since the beginning of this...

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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