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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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Communicating with a MongoDB database using Motor

As we mentioned at the beginning of this chapter, working with a document-oriented database, such as MongoDB, is quite different from a relational database. First and foremost, you don’t need to configure a schema upfront: it follows the structure of the data that you insert into it. In the case of FastAPI, it makes our life slightly easier since we only have to work with Pydantic models. However, there are some subtleties around the document identifiers that we need to take into account. We’ll review this next.

To begin, we’ll install Motor, which is a library that is used to communicate asynchronously with MongoDB and is officially supported by the MongoDB organization. Run the following command:

(venv) $ pip install motor

Once you’ve done this, we can start working!

Creating models that are compatible with MongoDB ID

As we mentioned in the introduction to this section, there are some difficulties...

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Building Data Science Applications with FastAPI - Second Edition
Published in: Jul 2023Publisher: PacktISBN-13: 9781837632749

Author (1)

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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