https://github.com/frankie567/fastapi-dramatiq-data-ingestion

Sample project showing reliable data ingestion application using FastAPI and dramatiq
https://github.com/frankie567/fastapi-dramatiq-data-ingestion

data-engineering dramatiq fastapi sqlmodel

Last synced: 23 days ago
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Sample project showing reliable data ingestion application using FastAPI and dramatiq

• Host: GitHub
• URL: https://github.com/frankie567/fastapi-dramatiq-data-ingestion
• Owner: frankie567
• License: mit
• Created: 2021-08-31T16:32:08.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2021-09-08T11:42:27.000Z (about 3 years ago)
• Last Synced: 2024-05-02T05:20:14.159Z (7 months ago)
• Topics: data-engineering, dramatiq, fastapi, sqlmodel
• Language: Python
• Homepage:
• Size: 1.14 MB
• Stars: 39
• Watchers: 3
• Forks: 12
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Create and deploy a reliable data ingestion service with FastAPI, SQLModel and Dramatiq

This is the source code for the data ingestion service explained in [this blog post](https://www.francoisvoron.com/blog/create-deploy-reliable-data-ingestion-service-fastapi-sqlmodel-dramatiq).

## [Read the blog post](https://www.francoisvoron.com/blog/create-deploy-reliable-data-ingestion-service-fastapi-sqlmodel-dramatiq)

## [Working demo](https://fastapi-data-ingestion.herokuapp.com/docs)

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This book covers the following exciting features:

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* Implement a FastAPI dependency to efficiently run a machine learning model

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* Integrate common Python data science libraries in a web backend

* Deploy a performant and reliable web backend for a data science application

If you feel this book is for you, get your [copy](https://amzn.to/3kTvgjG) today!

## License

MIT