Pydantic for Data Engineers

Jonathan Duran
Towards Data Engineering
7 min readDec 31, 2023

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Photo by Davis Sánchez: https://www.pexels.com/photo/black-traffic-light-1727004/

Below is a quick guide on using Pydantic within your data pipelines. We create a fake API response (NBA player data) and validate it using Pydantic models.

For a more interactive experience, download the code from my https://github.com/jduran9987/blogs-pydantic repository and follow along!

V1 — Data type Validation.

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