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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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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 the first endpoint and running it locally

FastAPI is a framework that aims at being easy to use and quick to write. In the following example, you'll realize that this is not just a promise. In fact, creating an API endpoint involves just a few lines:

chapter3_first_endpoint_01.py

from fastapi import FastAPI
app = FastAPI()
@app.get("/")
async def hello_world():
    return {"hello": "world"}

In this example, we define a GET endpoint at the root path, which always returns the {"hello": "world"} JSON response. To do this, we first instantiate a FastAPI object, app. This will be the main application object that will wire all of the API routes.

Then, we simply define a coroutine that contains our route logic, the path operation function. Its return value is automatically...

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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