Awesome Open Source
Awesome Open Source

Functors, Applicatives, And Monads in Python

Python package

OSlash (Ø) is a library for playing with functional programming in Python 3.8+. It's an attempt to re-implement some of the code from Learn You a Haskell for Great Good! in Python 3.8. OSlash unifies functional and object oriented paradigms by grouping related functions within classes. Objects are however never used for storing values or mutable data, and data only lives within function closures.

OSlash is intended to be a tutorial. For practical functional programming in Python in production environments you should use Expression instead.

Install

> pip3 install oslash

The project currently contains implementations for:

Abstract Base Classes

  • Functor, for stuff that can be mapped
  • Applicative, for callable stuff
  • Monoid, for associative stuff
  • Monad, for monadic stuff

And Some Monads

  • Identity, boxed stuff in its simplest form
  • Maybe (Just | Nothing), for optional stuff
  • Either (Right | Left), for possible failures
  • List, purely functional list of stuff
  • IO Action, for impure stuff
  • Writer, for logging stuff
  • Reader, for callable stuff
  • State, for stateful computations of stuff
  • Cont, for continuation of stuff

Monadic functions

  • >>, for sequencing monadic actions
  • lift, for mapping a function over monadic values
  • join, for removing one level of monadic structure
  • compose, for composing monadic functions

Utility functions

  • compose, for composing 0 to n functions

But why?

Yes, I know there are other projects out there like PyMonad, fn.py. I'm simply doing this in order to better understand the book. It's so much easier to learn when you implement things yourself. The code may be similar to PyMonad in structure, but is quite different in implementation.

Why is the project called OSlash? OSlash is the Norwegian character called Oslash. Initially I wanted to create a project that used Ø and ø (unicode) for the project name and modules. It didn't work out well, so I renamed it to OSlash.

Examples

Haskell:

> fmap (+3) (Just 2)
Just 5

> (+3) <$> (Just 2)
Just 5

Python:

>>> Just(2).map(lambda x: x+3)
Just 5

>>> (lambda x: x+3) % Just(2)
Just 5

IO Actions:

from oslash import put_line, get_line

main = put_line("What is your name?") | (lambda _:
    get_line() | (lambda name:
    put_line("What is your age?") | (lambda _:
    get_line() | (lambda age:
    put_line("Hello " + name + "!") | (lambda _:
    put_line("You are " + age + " years old"))))))

if __name__ == "__main__":
    main()

Tutorials


Get A Weekly Email With Trending Projects For These Topics
No Spam. Unsubscribe easily at any time.
python (51,962
monads (25

Find Open Source By Browsing 7,000 Topics Across 59 Categories