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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
Languages
Python
Tools
Fastlane
Concepts
Data Science
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Author (1)
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.
Read more about François Voron

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Deploying a FastAPI application on a serverless platform

In recent years, serverless platforms have gained a lot of popularity and have become a very common way to deploy web applications. Those platforms completely hide the complexity of setting up and managing a server, giving you the tools to automatically build and deploy your application in minutes. Google App Engine, Heroku, and Azure App Service are among the most popular. Even though they have their own specificities, all these serverless platforms work on the same principles. This is why, in this section, we'll outline the common steps you should follow.

Usually, serverless platforms expect you to provide the source code in the form of a GitHub repository, which you push directly to their servers or that they pull automatically from GitHub. Here, we'll assume that you have a GitHub repository with the source code structured like so:

Figure 10.1 – Project structure for serverless deployment...

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Building Data Science Applications with FastAPI
Published in: Oct 2021Publisher: PacktISBN-13: 9781801079211
© 2021 Packt Publishing Limited All Rights Reserved

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

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