Map, Reduce, and Filter - JS Array Functions Explained with Code
Neeraj Kumar
Posted on November 26, 2022
Each one will iterate over an array and perform a transformation or computation. Each will return a new array based on the result of the function
Map function
map() method creates a new array with the results of calling a function for every array element.
const output = arr.map(function) // this function tells map that what transformation I want on each element of array
Task 1: Double the array element
const arr = [1, 2, 3, 4, 5];
// pass a function to map
const double = arr.map(x => x * 2);
console.log(double);
// expected output: Array [2, 4, 6, 8, 10]
Task 2: Convert array elements to binary
const arr = [1, 2, 3, 4, 5];
// Transformation logic:
function binary(x) {
return x.toString(2);
}
const binaryArr1 = arr.map(binary);
console.log(binaryArr1) //[ '1', '10', '11', '100', '101' ]
// The above code can be rewritten as :
const binaryArr2 = arr.map(function binary(x) {
return x.toString(2);//[ '1', '10', '11', '100', '101' ]
})
console.log(binaryArr2)
// OR -> Arrow function
const binaryArr3 = arr.map((x) => x.toString(2));
console.log(binaryArr3)//[ '1', '10', '11', '100', '101' ]
Tricky MAP
const users = [
{ firstName: "Neeraj", lastName: "Kumar", age: 25 },
{ firstName: "Sandeep", lastName: "Kumar", age: 26 },
{ firstName: "Mayank", lastName: "Roy", age: 25 },
{ firstName: "Peter", lastName: "Mukherjee", age: 28 },
];
// Get array of full name : ["Neeraj Kumar", "Sandeep Kumar", ...]
const fullNameArr = users.map((user) => user.firstName + " " + user.lastName);
console.log(fullNameArr); // ["Neeraj Kumar", "Sandeep Kumar", ...]
----------------------------------------------------------
// Get the count/report of how many unique people with unique age are there
// like: {25 : 2, 26 : 1, 28 : 1}
const report = users.reduce((acc, curr) => {
if(acc[curr.age]) {
acc[curr.age] = ++ acc[curr.age] ;
} else {
acc[curr.age] = 1;
}
return acc; //to every time return update object
}, {})
console.log(report) // {25 : 2, 26 : 1, 28 : 1}
Filter function
Filter function is basically used to filter the value inside an array. The arr.filter() method is used to create a new array from a given array consisting of only those elements from the given array which satisfy a condition set by the argument method.
const array = [5, 1, 3, 2, 6];
// filter odd values
function isOdd(x) {
return x % 2;
}
const oddArr = array.filter(isOdd); // [5,1,3]
// Other way of writing the above:
const oddArr = arr.filter((x) => x % 2);
Reduce function
It is a function which take all the values of array and gives a single output of it. It reduces the array to give a single output.
const array = [5, 1, 3, 2, 6];
// Calculate sum of elements of array - Non functional programming way
function findSum(arr) {
let sum = 0;
for (let i = 0; i < arr.length; i++) {
sum = sum + arr[i];
}
return sum;
}
console.log(findSum(array)); // 17
// reduce function way
const sumOfElem = arr.reduce(function (accumulator, current) {
accumulator = accumulator + current;
return accumulator;
}, 0);
console.log(sumOfElem); // 17
// find max inside array: Non functional programming way:
const array = [5, 1, 3, 2, 6];
function findMax(arr) {
let max = 0;
for(let i = 0; i < arr.length; i++ {
if (arr[i] > max) {
max = arr[i]
}
}
return max;
}
console.log(findMax(array)); // 6
// using reduce
const output = arr.reduce((acc, current) => {
if (current > acc ) {
acc = current;
}
return acc;
}, 0);
console.log(output); // 6
// acc is just a label which represent the accumulated value till now,
// so we can also label it as max in this case
const output = arr.reduce((max, current) => {
if (current > max) {
max= current;
}
return max;
}, 0);
console.log(output); // 6
Function Chaining
// First name of all people whose age is less than 30
const users = [
{ firstName: "Neeraj", lastName: "Kumar", age: 25 },
{ firstName: "Sandeep", lastName: "Kumar", age: 26 },
{ firstName: "Mayank", lastName: "Roy", age: 25 },
{ firstName: "Peter", lastName: "Mukherjee", age: 28 },
];
// function chaining
const output = users
.filter((user) => user.age < 30)
.map((user) => user.firstName);
console.log(output);
// Homework challenge: Implement the same logic using reduce
const output = users.reduce((acc, curr) => {
if (curr.age < 30) {
acc.push(curr.firstName);
}
return acc;
}, []);
console.log(output);
Posted on November 26, 2022
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