https://github.com/mavaji/free-monad

https://github.com/mavaji/free-monad

data-pipelines free-monads monad scala

Last synced: 8 months ago
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• Host: GitHub
• URL: https://github.com/mavaji/free-monad
• Owner: mavaji
• Created: 2025-02-07T03:25:37.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2025-02-24T05:57:58.000Z (over 1 year ago)
• Last Synced: 2025-05-14T05:23:31.868Z (about 1 year ago)
• Topics: data-pipelines, free-monads, monad, scala
• Language: Scala
• Homepage:
• Size: 276 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Free Monads for Declarative Data Pipelines

![](docs/01-functor.png)

![](docs/02-nt.png)

![](docs/03-monad.png)

![](docs/04-free.png)

![](docs/05-foldmap.png)

## Resources

- [The Interpreter Pattern Revisited](https://www.youtube.com/watch?v=hmX2s3pe_qk&list=WL&index=10)

- [Categories for the Working Hacker](https://www.youtube.com/watch?v=gui_SE8rJUM)

- [Functional Data Engineering — a modern paradigm for batch data processing](https://maximebeauchemin.medium.com/functional-data-engineering-a-modern-paradigm-for-batch-data-processing-2327ec32c42a)

- [Functional Data Engineering - A Set of Best Practices](https://www.youtube.com/watch?v=4Spo2QRTz1k&list=WL&index=13&t=21s)

- [Free monads and event sourcing architecture](https://www.stephenzoio.com/free-monads-and-event-sourcing/)

- [Hexagonal Architecture and Free Monad: Two related design patterns?](https://deque.blog/2017/07/06/hexagonal-architecture-a-less-declarative-free-monad/)