Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
JavaScript Combinators, the “six” edition
Search
Reg Braithwaite
January 13, 2016
Technology
1.5k
8
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
JavaScript Combinators, the “six” edition
Presented at NDC London, January 13, 2016
Reg Braithwaite
January 13, 2016
More Decks by Reg Braithwaite
See All by Reg Braithwaite
Courage
raganwald
0
160
Waste in Software Development
raganwald
0
220
First-Class Commands, the 2017 Edition
raganwald
1
250
Optimism and the Growth Mindset
raganwald
0
350
ember-concurrency: an experience report
raganwald
1
170
Optimism II
raganwald
0
450
Optimism
raganwald
0
2.1k
First-Class Commands: an unexpectedly fertile design pattern
raganwald
4
3k
Duck Typing, Compatibility, and the Adaptor Pattern
raganwald
7
11k
Other Decks in Technology
See All in Technology
Sigmaユーザーのための有用リソース一挙公開 & Sigmaで使えるMCP #sigma_ucj /useful-resources-for-sigma-computing-users-and-mcps-with-sigma
shinyaa31
0
180
Deploying a Full-Stack Bun-Native Framework on Cloudflare Workers
7nohe
0
120
多摩川(.dev)ランニング入門 / Tamagawa.dev#3
fujiwara3
3
450
コスト最適化の「めんどくさい」を AWS FinOps Agent でチョット楽にする
classmethod_kaz
0
290
作品が生態系になった ─ Mini Tokyo 3D から世界へ
nagix
0
150
推論の観測、できていますか? 〜 Google Cloud Gemini Enterprise Agent Platformで 3つの Gemini モデルを実測して踏んだ、評価の罠 〜
shukob
PRO
0
180
20260906 「AWS運用入門」著者が教える、運用業務への生成AI活用入門
masaruogura
0
260
module Synths; end
asonas
1
130
AIで実装は速くなった。なのにプロダクトは速くならない。職能の壁を越えて価値のフローを設計する
nwiizo
7
7.6k
多層防御と最⼩権限で実現する、安全なAIエージェント設計パターン
lycorptech_jp
PRO
1
250
#jawssonic2026 あの時代が悪かった ~動かなかったSageMakerと共に迎えたイベント当日~
ktkn1129
0
140
リージョンの壁を越える、 ちょっと変わったAWSサービスの話
falken
PRO
1
300
Featured
See All Featured
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
16
2.2k
Statistics for Hackers
jakevdp
799
230k
Context Engineering - Making Every Token Count
addyosmani
9
1.1k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
31
3.4k
Design of three-dimensional binary manipulators for pick-and-place task avoiding obstacles (IECON2024)
konakalab
0
580
Claude Code のすすめ
schroneko
67
230k
More Than Pixels: Becoming A User Experience Designer
marktimemedia
3
520
The Mindset for Success: Future Career Progression
greggifford
PRO
0
490
AI Search: Implications for SEO and How to Move Forward - #ShenzhenSEOConference
aleyda
1
1.4k
Paper Plane (Part 1)
katiecoart
PRO
1
11k
New Earth Scene 8
popppiees
3
2.5k
Principles of Awesome APIs and How to Build Them.
keavy
128
18k
Transcript
© 2016 Reginald Braithwaite. Some rights reserved. 1
JavaScript Combinators the "six" edi*on © 2016 Reginald Braithwaite. Some
rights reserved. 2
© 2016 Reginald Braithwaite. Some rights reserved. 3
we'll talk about Using combinators for decomposi2on and composi2on ©
2016 Reginald Braithwaite. Some rights reserved. 4
© 2016 Reginald Braithwaite. Some rights reserved. 5
and we'll think about Making responsibili/es and rela/onships explicit ©
2016 Reginald Braithwaite. Some rights reserved. 6
© 2016 Reginald Braithwaite. Some rights reserved. 7
© 2016 Reginald Braithwaite. Some rights reserved. 8
Decomposi)on © 2016 Reginald Braithwaite. Some rights reserved. 9
We decompose en%%es to make discreet responsibili%es explicit © 2016
Reginald Braithwaite. Some rights reserved. 10
a monolith Parse.User.logIn("user", "pass", { success: function (user) { query.find({
success: function (users) { users[0].save({ key: value }, { success: function (user) { currentUser = user; } }); } }); } }); © 2016 Reginald Braithwaite. Some rights reserved. 11
decomposi)on by extrac)ng func)ons let assignCurrentUser = (user) => {
currentUser = user; }; let saveFirstUser = (users) => users[0].save({ key: value }, { success: assignCurrentUser }); let logUserIn = (user) => query.find({ success: saveFirstUser }); Parse.User.logIn("user", "pass", { success: logUserIn }); © 2016 Reginald Braithwaite. Some rights reserved. 12
© 2016 Reginald Braithwaite. Some rights reserved. 13
Composi'on © 2016 Reginald Braithwaite. Some rights reserved. 14
We compose en%%es to make the rela%onships between them explicit
© 2016 Reginald Braithwaite. Some rights reserved. 15
promises explicitly compose asynchronous func3ons let findUser = (user) =>
query.find(); let saveFirstUser = (user) => users[0].save({ key: value }); let assignCurrentUser = (user) => { currentUser = user; }; Parse.User.logIn("user", "pass") .then(findUser) .then(saveFirstUser) .then(assignCurrentUser); © 2016 Reginald Braithwaite. Some rights reserved. 16
© 2016 Reginald Braithwaite. Some rights reserved. 17
Decomposi)on is about en))es © 2016 Reginald Braithwaite. Some rights
reserved. 18
Composi'on is about rela'onships © 2016 Reginald Braithwaite. Some rights
reserved. 19
Back to decomposi.on © 2016 Reginald Braithwaite. Some rights reserved.
20
extrac'ng named func'ons The most obvious form of decomposi2on ©
2016 Reginald Braithwaite. Some rights reserved. 21
© 2016 Reginald Braithwaite. Some rights reserved. 22
Extrac'ng func'ons works from the inside-out © 2016 Reginald Braithwaite.
Some rights reserved. 23
extrac'ng named func'ons Decomposi)on of Implementa)on © 2016 Reginald Braithwaite.
Some rights reserved. 24
Let's look at something else © 2016 Reginald Braithwaite. Some
rights reserved. 25
© 2016 Reginald Braithwaite. Some rights reserved. 26
pluck: "A convenient version of what is perhaps the most
common use-case for map, extrac8ng a list of property values." © 2016 Reginald Braithwaite. Some rights reserved. 27
let pluck = (collection, property) => collection.map( (obj) => obj[property]
); var deStijl = [ {name: 'Theo van Doesburg', occupation: 'theorist'}, {name: 'Piet Mondriaan', occupation: 'painter'}, {name: 'Gerrit Rietveld', occupation: 'architect'}]; pluck(deStijl, 'name') //=> ["Theo van Doesburg", "Piet Mondriaan", "Gerrit Rietveld"] © 2016 Reginald Braithwaite. Some rights reserved. 28
func%ons have interfaces pluck's interface has two parts: The collec0on,
and the property © 2016 Reginald Braithwaite. Some rights reserved. 29
manually decomposing pluck's interface var deStijl = [ {name: 'Theo
van Doesburg', occupation: 'theorist'}, {name: 'Piet Mondriaan', occupation: 'painter'}, {name: 'Gerrit Rietveld', occupation: 'architect'}]; let pluckFrom = (collection) => (property) => pluck(collection, property); pluckFrom(deStijl)('name') //=> ["Theo van Doesburg", "Piet Mondriaan", "Gerrit Rietveld"] © 2016 Reginald Braithwaite. Some rights reserved. 30
manually decomposing pluck's interface let pluckWith = (property) => (collection)
=> pluck(collection, property); pluckWith('name')(deStijl) //=> ["Theo van Doesburg", "Piet Mondriaan", "Gerrit Rietveld"] © 2016 Reginald Braithwaite. Some rights reserved. 31
pluckFrom and pluckWith par'ally apply pluck © 2016 Reginald Braithwaite.
Some rights reserved. 32
© 2016 Reginald Braithwaite. Some rights reserved. 33
Par$al applica$on decomposes func$ons from the outside-in © 2016 Reginald
Braithwaite. Some rights reserved. 34
par$al applica$on Decomposi)on of Interface © 2016 Reginald Braithwaite. Some
rights reserved. 35
© 2016 Reginald Braithwaite. Some rights reserved. 36
Decorators © 2016 Reginald Braithwaite. Some rights reserved. 37
A decorator is a higher-order func1on that takes a func1on,
and returns another func1on that adds to or modifies its argument's behaviour. © 2016 Reginald Braithwaite. Some rights reserved. 38
par$al applica$on decomposes a func$on from the outside-in let pluck
= (collection, property) => collection.map( (obj) => obj[property] ); // decomposes into: let pluckFrom = (collection) => (property) => pluck(collection, property); © 2016 Reginald Braithwaite. Some rights reserved. 39
extract closed-over binding let pluckFrom = (collection) => (property) =>
pluck(collection, property); // extract `pluck`: let ____ = (pluck, collection) => (property) => pluck(collection, property); // rename: let leftApply = (fn, a) => (b) => fn(a, b); © 2016 Reginald Braithwaite. Some rights reserved. 40
using leftApply let pluckFrom = (collection) => leftApply(pluck, collection); //
again: let pluckFrom = leftApply(leftApply, pluck); // again let pluckFrom = leftApply(leftApply, leftApply)(pluck); © 2016 Reginald Braithwaite. Some rights reserved. 41
© 2016 Reginald Braithwaite. Some rights reserved. 42
hmmmm What is leftApply(leftApply, leftApply)? © 2016 Reginald Braithwaite. Some
rights reserved. 43
back to par*al applica*on let rightApply = (fn, b) =>
(a) => fn(a, b); let pluckWith = (property) => (pluck, property); // again: let pluckWith = leftApply(rightApply, pluck); // again: let pluckWith = leftApply(leftApply, rightApply)(pluck); © 2016 Reginald Braithwaite. Some rights reserved. 44
combinators that decompose func2ons // leftApply(leftApply, leftApply) let Istarstar =
(a) => (b) => (c) => a(b, c); let pluckFrom = Istarstar(pluck); // leftApply(leftApply, rightApply) let C = (a) => (b) => (c) => a(c, b) let pluckWith = C(pluck); © 2016 Reginald Braithwaite. Some rights reserved. 45
more decomposi+on with combinators let get = (object, property) =>
object[property]; get({name: 'Gerrit Rietveld'}, 'name') //=> Gerrit Rietveld let getWith = C(get); let nameOf = getWith('name'); nameOf({name: 'Gerrit Rietveld'}) //=> Gerrit Rietveld © 2016 Reginald Braithwaite. Some rights reserved. 46
© 2016 Reginald Braithwaite. Some rights reserved. 47
get is a func)on taking two arguments getWith is a
decomposi+on of get that names one part nameOf is a decomposi+on of get that names and specifies one part © 2016 Reginald Braithwaite. Some rights reserved. 48
last one let map = (collection, fn) => collection.map(fn); let
mapWith = C(map); let namesOf = mapWith(nameOf); © 2016 Reginald Braithwaite. Some rights reserved. 49
© 2016 Reginald Braithwaite. Some rights reserved. 50
map is a higher-order func0on mapWith is a decomposi+on of
map that names one part namesOf is a decomposi+on of map that names and specifies one part © 2016 Reginald Braithwaite. Some rights reserved. 51
Back to composi,on © 2016 Reginald Braithwaite. Some rights reserved.
52
© 2016 Reginald Braithwaite. Some rights reserved. 53
Simple Composi+on © 2016 Reginald Braithwaite. Some rights reserved. 54
let compose = (a, b) => (c) => a(b(c)); ©
2016 Reginald Braithwaite. Some rights reserved. 55
compose in ac&on var deStijl = [ {name: 'Theo van
Doesburg', occupation: 'theorist'}, {name: 'Piet Mondriaan', occupation: 'painter'}, {name: 'Gerrit Rietveld', occupation: 'architect'}]; let pluckWith = compose(mapWith, getWith); let namesOf = pluckWith('name'); namesOf(deStijl) //=> ["Theo van Doesburg","Piet Mondriaan","Gerrit Rietveld"] © 2016 Reginald Braithwaite. Some rights reserved. 56
pluckWith = compose(mapWith, getWith); © 2016 Reginald Braithwaite. Some rights
reserved. 57
© 2016 Reginald Braithwaite. Some rights reserved. 58
reminder: We compose en**es to make the rela*onships between them
explicit © 2016 Reginald Braithwaite. Some rights reserved. 59
More Composi+on © 2016 Reginald Braithwaite. Some rights reserved. 60
let mix = (...ingredients) => console.log('mixing', ...ingredients); let bake =
() => console.log('baking'); let cool = () => console.log('cooling'); let makeBread = (...ingredients) => { mix(...ingredients); bake(); cool(); } © 2016 Reginald Braithwaite. Some rights reserved. 61
composi'on with before let before = (fn, decoration) => (...args)
=> { decoration(...args); return fn(...args); }; let bakeBread = before(bake, mix); let makeBread = (...ingredients) => { bakeBread(); cool(); } © 2016 Reginald Braithwaite. Some rights reserved. 62
before makes the )me rela)onship between two func)ons explicit ©
2016 Reginald Braithwaite. Some rights reserved. 63
composi'on with after let after = (fn, decoration) => (...args)
=> { let returnValue = fn(...args); decoration(...args); return returnValue; }; let bakeBread = before(bake, mix); let makeBread = after(bakeBread, cool); © 2016 Reginald Braithwaite. Some rights reserved. 64
after also makes the +me rela+onship between two func+ons explicit
© 2016 Reginald Braithwaite. Some rights reserved. 65
decomposing before let beforeWith = (decoration) => rightApply(before, decoration); let
mixBefore = beforeWith(mix); let bakeBread = mixBefore(bake); © 2016 Reginald Braithwaite. Some rights reserved. 66
decomposing after let afterWith = (decoration) => rightApply(after, decoration); let
coolAfter = afterWith(after); let makeBread = coolAfter(bakeBread); © 2016 Reginald Braithwaite. Some rights reserved. 67
beforeWith and afterWith are combinators that turn func1ons into decorators
that compose behaviour © 2016 Reginald Braithwaite. Some rights reserved. 68
© 2016 Reginald Braithwaite. Some rights reserved. 69
© 2016 Reginald Braithwaite. Some rights reserved. 70
JavaScript invoca-ons are coloured © 2016 Reginald Braithwaite. Some rights
reserved. 71
coloured decorators let before = (fn, decoration) => function (...args)
{ decoration.apply(this, args); return fn.apply(this, args); }; let after = (fn, decoration) => function (...args) { let returnValue = fn.apply(this, args); decoration.apply(this, args); return returnValue; }; © 2016 Reginald Braithwaite. Some rights reserved. 72
Why coloured decorators ma0er © 2016 Reginald Braithwaite. Some rights
reserved. 73
bread, revisited class Bread { constructor (...ingredients) { this.ingredients =
ingredients; } mix () { console.log('mixing', ...this.ingredients); }; bake () { console.log('baking'); } cool () { console.log('cooling'); } } © 2016 Reginald Braithwaite. Some rights reserved. 74
bread, revisited class Bread { // ... make () {
this.mix(); this.bake(); this.cool(); } } © 2016 Reginald Braithwaite. Some rights reserved. 75
Classes can be decorated too © 2016 Reginald Braithwaite. Some
rights reserved. 76
decorateMethodWith const decorateMethodWith = (decorator, ...methodNames) => (clazz) => {
for (let methodName of methodNames) { const method = clazz.prototype[methodName]; Object.defineProperty(clazz.prototype, methodName, { value: decorator(method), writable: true }); } return clazz; }; © 2016 Reginald Braithwaite. Some rights reserved. 77
beforeAll and afterAll const beforeAll = (decorator, ...methodNames) => decorateMethodWith((method)
=> before(method, decorator), ...methodNames), afterAll = (decorator, ...methodNames) => decorateMethodWith((method) => after(method, decorator), ...methodNames); © 2016 Reginald Braithwaite. Some rights reserved. 78
be#er bread let invoke = (methodName) => function (...args) {
return this[methodName](...args); } let BetterBread = beforeAll(invoke('mix'), 'make')( afterAll(invoke('cool'), 'make')( class { // ... make () { this.bake(); } } ) ); © 2016 Reginald Braithwaite. Some rights reserved. 79
© 2016 Reginald Braithwaite. Some rights reserved. 80
Looking Forward © 2016 Reginald Braithwaite. Some rights reserved. 81
ES.who-knows-when © 2016 Reginald Braithwaite. Some rights reserved. 82
be#er bread with class decorator sugar let invoke = (methodName)
=> function (...args) { return this[methodName](...args); } @beforeAll(invoke('mix'), 'make') @afterAll(invoke('cool'), 'make') class AwesomeBread { // ... make () { this.bake(); } } © 2016 Reginald Braithwaite. Some rights reserved. 83
method decorators let methodDecorator = (decorator) => function (target, name,
descriptor) { descriptor.value = decorator(descriptor.value); } let invokeBefore = (methodName) => methodDecorator( (methodBody) => before(methodBody, invoke(methodName)) ); let invokeAfter = (methodName) => methodDecorator( (methodBody) => after(methodBody, invoke(methodName)) ); © 2016 Reginald Braithwaite. Some rights reserved. 84
be#er make class Bread { // ... @invokeBefore('mix') @invokeAfter('cool') make
() { this.bake(); } } © 2016 Reginald Braithwaite. Some rights reserved. 85
© 2016 Reginald Braithwaite. Some rights reserved. 86
What have we seen so far? © 2016 Reginald Braithwaite.
Some rights reserved. 87
What have we seen so far? • Extract func,on •
Promise interface • Par,al applica,on • Extract closed-over binding (more!) © 2016 Reginald Braithwaite. Some rights reserved. 88
What have we seen so far? • Simple composi,on •
Composi,on decorators • Class decorators • Method decorators © 2016 Reginald Braithwaite. Some rights reserved. 89
Don't worry about the details! © 2016 Reginald Braithwaite. Some
rights reserved. 90
© 2016 Reginald Braithwaite. Some rights reserved. 91
it's all the same idea Decomposi)on makes responsibili)es explicit ©
2016 Reginald Braithwaite. Some rights reserved. 92
© 2016 Reginald Braithwaite. Some rights reserved. 93
and it's all the same idea Composi'on makes rela'onships explicit
© 2016 Reginald Braithwaite. Some rights reserved. 94
These ideas ma*er © 2016 Reginald Braithwaite. Some rights reserved.
95
There are only two hard problems in Computer Science: Cache
invalida9on, and naming things. © 2016 Reginald Braithwaite. Some rights reserved. 96
© 2016 Reginald Braithwaite. Some rights reserved. 97
Naming en))es is hard because you have to figure out
which en))es need to be named © 2016 Reginald Braithwaite. Some rights reserved. 98
© 2016 Reginald Braithwaite. Some rights reserved. 99
Naming rela+onships is hard because you have to figure out
which rela+onships need to be named © 2016 Reginald Braithwaite. Some rights reserved. 100
© 2016 Reginald Braithwaite. Some rights reserved. 101
Combinators do not make naming easy © 2016 Reginald Braithwaite.
Some rights reserved. 102
© 2016 Reginald Braithwaite. Some rights reserved. 103
Combinators give us a language for naming things in code
© 2016 Reginald Braithwaite. Some rights reserved. 104
© 2016 Reginald Braithwaite. Some rights reserved. 105
Do not follow in the footsteps of the sages. ©
2016 Reginald Braithwaite. Some rights reserved. 106
Seek what they sought. © 2016 Reginald Braithwaite. Some rights
reserved. 107
Reg Braithwaite PagerDuty, Inc. raganwald.com @raganwald © 2016 Reginald Braithwaite.
Some rights reserved. 108