Quickly learn to use Pydantic to parse JSON data from a file or API. In just 5 minutes, you'll see how to take invalid data in JSON format, model it with Pydantic classes we create, and automatically detect errors and convert data to valid inputs when possible.
Enjoy this Python short "quick hit" video by Michael Kennedy, a Python Software Fellow and host of the Talk Python To Me podcast.
▬ CODE ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
Get the code for this video, and all my shorts, at https://talkpython.fm/shorts-code
▬ Chapters ▬▬▬▬▬▬▬▬▬▬▬▬
0:00 - Introduction
0:21 - Your job: API developer
0:50 - What is Pydantic?
1:05 - The data we get with our "api"
2:17 - Modeling the data with classes
3:34 - Installing Pydantic
4:14 - Passing data to our Pydantic models
4:35 - Catching invalid data with Pydantic
5:20 - Seeing the validated and converted model result
7:08 - Conclusion
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Subscribe to the Python Shorts playlist by Michael at https://talkpython.fm/python-shorts to see all the topics we've covered.
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Listen to the Talk Python To Me podcast at https://talkpython.fm
Check out our 100's of hours of Python courses at https://training.talkpython.fm/courses/all
Follow Michael on Twitter at https://twitter.com/mkennedy