Functors, Applicatives, And Monads in Python

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

Functors, Applicatives, And Monads In Pictures in Python.
Three Useful Monads (in progress)
Using Either monad in Python

dbrattli / OSlash

readme