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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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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.
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Summary

Your application is now live on the web! In this chapter, we covered the best practices to apply before deploying your application to production: use environment variables to set configuration options, such as database URLs, and manage your Python dependencies with a requirements.txt file. Then, we showed you how to deploy your application to a serverless platform, which handles everything for you by retrieving your source code, packaging it with its dependencies, and serving it on the web. Next, you learned how to build a Docker image for FastAPI using the base image created by the creator of FastAPI. As you've seen, it allows you to be flexible while configuring the system, but you can still deploy it in a few minutes with a serverless platform that's compatible with containers. Finally, we provided you with some guidelines for manual deployment on a traditional Linux server.

This marks the end of the second part of this book. You should now be confident in writing...

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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