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Functional Programming
for the People
Christian Gill
HousingAnywhere
A monad in X is just a monoid in the category
of endofunctors of X.
Saunders Mac Lane.
Categories for the Working Mathematician
What does it mean
to write functional code?
code terse, yet easy to reason about
don't reinvent the wheel
represent problems in terms of generic, composable
bits
benefit from laws
First class citizens
(functions are values)
const add = (a, b) => a + b
const sum = (x, y) => add(x, y)
sum(1, 2) // 3
const sum = add
sum(1, 2) // 3
;[1, 2, 3].reduce((acc, i) => sum(acc, i), 0)
;[1, 2, 3].reduce(sum, 0)
const calculations = [
(w) => w + w,
(x) => x + 1,
(y) => y / 2,
(z) => z * z * z,
]
const obj = {
f: (x) => x + 1,
g: (y) => y / 2,
h: (z) => z * z * z,
}
Higher-Order Functions
;[1, 2, 3].reduce(sum, 0)
const mult = (a) => (b) => a * b
const by2 = mult(2)
typeof by2 // 'function'
by2(2) // 4
mult(2)(2) // 4
const fs = require('fs')
fs.readFile('file.txt', (err, text) => {
if (err) {
console.error('Error:', err)
return
}
console.log('File content: ', text)
})
fetch(url)
.then((res) => res.json())
.then(({data}) => console.log(data))
Pure functions
A pure function is a function that, given the same
input, will always return the same output and does
not have any observable side effect.
Brian Lonsdorf
Mostly adequate guide to FP
Math.random() // 0.08140343648722337
Date.now() // 1560981656763
splice vs. slice
const xs = [1, 2, 3, 4, 5]
xs.splice(0, 3) // [1, 2, 3]
xs.splice(0, 3) // [4, 5]
xs.splice(0, 3) // []
xs // []
const xs = [1, 2, 3, 4, 5]
xs.slice(0, 3) // [1, 2, 3]
xs.slice(0, 3) // [1, 2, 3]
xs.slice(0, 3) // [1, 2, 3]
xs // [1, 2, 3, 4, 5]
Predictability
But what if I want to
(write a file|save to databse|fetch from
server) ?!
pure functions === easy tests
same input -> same output
no observable side effects
const saveUser = (user) => Db.save(user)
const saveUser = (Db) => (user) => Db.save(user)
const saveUser = (Db) => Db.save
// saveUser :: Db -> User -> Promise User
const saveUser = (Db) => Db.save
// production
const db = connect(config)
const saveUserToDB = saveUser(db)
// testing
const testDB = createTestDB({users: []})
const saveUserTest = saveUser(testsDB)
const createTestDB = (obj) => ({
save: (user) => {
obj.users.push(user)
return Promise.resolve(obj.users)
},
})
saveUserTest('Carla') //=> Promise(['Carla'])
saveUserTest('Manu') //=> Promise(['Carla', 'Manu'])
Also
Cache
Parallel
Portable
Self-documenting
React
f(data) -> view
Redux
f(state, action) -> state
const add = (a) => (b) => a + b
const inc = add(1) // =)
inc(1) // 2
add(1)(3) // 4 =(
const add = (a, b) => a + b
const inc = (b) => add(1, b) // =(
inc(1) // 2
add(1, 3) // 4 =)
Currying & Partial Application
// live coding - implement curry
const add = (a) => (b) => a + b
const inc = add(1)
inc(10)
add(10)(20)
Composition
(f ∘ g)(x) = f(g(x))
// live codign - implement compose
// (f ∘ g)(x) = f(g(x))
const compose = () => {}
const head = (xs) => xs[0]
const reverse = (xs) => [...xs].reverse()
const tail = (xs) => head(reverse(xs))
const arr = ['Odessa', 'JS', 'Rocks']
tail(arr)
live coding - implement compose3
onst compose = (f, g) => (x) => f(g(x))
onst join = (delim) => (xs) => xs.join(delim)
onst toUpper = (str) => str.toUpperCase()
onst exclaim = (str) => str + '!!!'
onst titlelize = (xs) => exclaim(toUpper(join(' ')(xs)
onst arr = ['Odessa', 'JS', 'Rocks']
tlelize(arr)
/ live coding - implement generic compose
onst compose = (f, g) => (x) => f(g(x))
onst compose3 = (f, g, h) => (x) => f(g(h(x)))
onst join = (delim) => (xs) => xs.join(delim)
onst toUpper = (str) => str.toUpperCase()
onst exclaim = (str) => str + '!!!'
onst h1 = (str) => '<h1>' + str + '</h1>'
onst titlelize = compose3(exclaim, toUpper, join(' ')
onst arr = ['Odessa', 'JS', 'Rocks']
itlelize(arr)
Composition is fractal
operation -> service -> use case -> app
{ coding time -- small CLI example app }
What does it mean
to write functional code?
Thλnks!

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