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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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Working with asynchronous I/O

If you have already worked with JavaScript and Node.js, you have probably come across the concepts of promises and async/await keywords, which are characteristic of the asynchronous I/O paradigm. Basically, this is a way to make I/O operations non-blocking and allow the program to perform other tasks while the read or write operation is ongoing. The main motivation behind this is that I/O operations are slow: reading from disk, network requests are million times slower than reading from RAM or processing instructions. In the following example, we have a simple script that reads a file on disk:

chapter02_asyncio_01.py

with open(__file__) as f:        data = f.read()
# The program will block here until the data has been read
print(data)

We see that the script will...

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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