1.
Le retour de la fonction
@loicknuchel

2.
High-order function
Currying
Pure function
Functor
Monad
Monoid
Immutable
Récursif
Programmation générique

3.
for loop is everywhere
function toUpperCase(list){
var ret = [];
for(var i=0; i<list.length; i++){
ret[i] = list[i].toUpperCase();
}
return ret;
}
var names = ['Finn', 'Rey', 'Poe'];
console.log(toUpperCase(names));
// ['FINN', 'REY', 'POE']

4.
for loop is everywhere
function toUpperCase(list){
var ret = [];
for(var i=0; i<list.length; i++){
ret[i] = list[i].toUpperCase();
}
return ret;
}
var names = ['Finn', 'Rey', 'Poe'];
console.log(toUpperCase(names));
// ['FINN', 'REY', 'POE']
Boilerplate !!!

5.
Array.prototype.map = function(callback){
var array = this;
var result = [];
for(var i=0; i<array.length; i++){
result[i] = callback(array[i]);
}
return result;
};
for loop is everywhere
(High-order function)

6.
for loop is everywhere
function toUpperCase(list){
return list.map(function(item){
return item.toUpperCase();
});
}

7.
for loop is everywhere
function toUpperCase(list){
return list.map(item => item.toUpperCase());
}

8.
Séparation technique vs métier
Array.prototype.map = function(callback){
var array = this;
var result = [];
for(var i=0; i<array.length; i++){
result[i] = callback(array[i]);
}
return result;
};
list.map(item => item.toUpperCase());
Générique / Réutilisable
Haut niveau d’abstraction
Concis / Expressif
Focalisé sur le domaine

9.
Scala collection API (en partie)
def map[B](f: (A) => B): List[B]
def filter(p: (A) => Boolean): List[A]
def partition(p: (A) => Boolean): (List[A], List[A])
def zip[B](that: List[B]): List[(A, B)]
def sliding(size: Int): Iterator[List[A]]
def find(p: (A) => Boolean): Option[A]
def exists(p: (A) => Boolean): Boolean
def flatten[B]: List[B]
def flatMap[B](f: (A) => List[B]): List[B]
def groupBy[K](f: (A) => K): Map[K, List[A]]
def grouped(size: Int): Iterator[List[A]]
def fold[A1 >: A](z: A1)(op: (A1, A1) => A1): A1
def reduce[A1 >: A](op: (A1, A1) => A1): A1
def forall(p: (A) => Boolean): Boolean
def take(n: Int): List[A]
def drop(n: Int): List[A]
def distinct: List[A]

10.
The billion dollar mistake !
function toUpperCase(list){
var ret = [];
for(var i=0; i<list.length; i++){
ret[i] = list[i].toUpperCase();
}
return ret;
}
Safe ?

11.
The billion dollar mistake !
function toUpperCase(list){
var ret = [];
for(var i=0; i<list.length; i++){
ret[i] = list[i].toUpperCase();
}
return ret;
}
Unsafe !
Cannot read property 'xxx'
of undefined !!!

12.
The billion dollar mistake !
function toUpperCase(list){
var ret = [];
for(var i=0; i<list.length; i++){
ret[i] = list[i].toUpperCase();
}
return ret;
}
function toUpperCase(list){
var ret = [];
if(Array.isArray(list)) {
for(var i=0; i<list.length; i++){
if(typeof list[i] === 'string'){
ret[i] = list[i].toUpperCase();
} else {
ret[i] = list[i];
}
}
}
return ret;
}
Unsafe ! Unreadable !

13.
The billion dollar mistake !
function toUpperCase(list){
var ret = [];
for(var i=0; i<list.length; i++){
ret[i] = list[i].toUpperCase();
}
return ret;
}
function toUpperCase(list){
var ret = [];
if(Array.isArray(list)) {
for(var i=0; i<list.length; i++){
ret[i] = list[i].toUpperCase();
}
}
return ret;
}
function toUpperCase(list){
var ret = [];
if(Array.isArray(list)) {
for(var i=0; i<list.length; i++){
if(typeof list[i] === 'string'){
ret[i] = list[i].toUpperCase();
} else {
ret[i] = list[i];
}
}
}
return ret;
}
Unsafe ! Unreadable ! (not so) smart

14.
The billion dollar mistake !
// no null !
def toUpperCase(list: List[String]) = list.map(_.toUpperCase)
def toUpperCase(list: List[Option[String]]) = list.map(_.map(_.toUpperCase))

15.
List.map() vs Option.map() ???

16.
List.map() vs Option.map() ???
Fonctors !!!

17.
def toWords(sentences: List[String]): List[List[[String]] =
sentences.map(_.split(" ").toList)
def toWords(sentences: List[String]): List[String] =
sentences.flatMap(_.split(" ").toList)

18.
def toWords(sentences: List[String]): List[List[[String]] =
sentences.map(_.split(" ").toList)
def toWords(sentences: List[String]): List[String] =
sentences.flatMap(_.split(" ").toList)
Applicative !

19.
def toWords(sentences: List[String]): List[List[[String]] =
sentences.map(_.split(" ").toList)
def toWords(sentences: List[String]): List[String] =
sentences.flatMap(_.split(" ").toList)
Applicative !
Fonctor + Applicative = Monad

20.
def toWords(sentences: List[String]): List[List[[String]] =
sentences.map(_.split(" ").toList)
def toWords(sentences: List[String]): List[String] =
sentences.flatMap(_.split(" ").toList)
Monads !
Option[A]
List[A]Future[A]
Page[A]

21.
Take away
● Monter son niveau d’abstration (ASM -> IMP -> OOP -> FUN !)
● Bannir null !!!
● Remplacer les ‘for’ par des fonctions de plus haut niveau
● Séparer le code technique de la logique métier