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include::../intro.adoc[]
== Why is this an issue?
include::../why.adoc[]
Note that the calculation of cognitive complexity at function level deviates from the documented process. Given the functional nature of JavaScript, nesting functions is a prevalent practice, especially within frameworks like React.js. Consequently, the cognitive complexity of functions remains independent from one another. This means that the complexity of a nesting function does not increase with the complexity of nested functions.
=== What is the potential impact?
include::../impact.adoc[]
=== Exceptions
Cognitive complexity calculations exclude logical expressions using the `||` and `??` operators.
[source,javascript]
----
function greet(name) {
name = name || 'Guest';
console.log('Hello, ' + name + '!');
}
----
== How to fix it
include::../how-with-null-safe.adoc[]
=== Code examples
**Extraction of a complex condition in a new function.**
==== Noncompliant code example
The code is using a complex condition and has a cognitive cost of 3.
[source,javascript,diff-id=1,diff-type=noncompliant]
----
function calculateFinalPrice(user, cart) {
let total = calculateTotal(cart);
if (user.hasMembership // +1 (if)
&& user.orders > 10 // +1 (more than one condition)
&& user.accountActive
&& !user.hasDiscount
|| user.orders === 1) { // +1 (change of operator in condition)
total = applyDiscount(user, total);
}
return total;
}
----
==== Compliant solution
Even if the cognitive complexity of the whole program did not change, it is easier for a reader to understand the code of the `calculateFinalPrice` function, which now only has a cognitive cost of 1.
[source,javascript,diff-id=1,diff-type=compliant]
----
function calculateFinalPrice(user, cart) {
let total = calculateTotal(cart);
if (isEligibleForDiscount(user)) { // +1 (if)
total = applyDiscount(user, total);
}
return total;
}
function isEligibleForDiscount(user) {
return user.hasMembership
&& user.orders > 10 // +1 (more than one condition)
&& user.accountActive
&& !user.hasDiscount
|| user.orders === 1 // +1 (change of operator in condition)
}
----
**Break down large functions.**
==== Noncompliant code example
For example, consider a function that calculates the total price of a shopping cart, including sales tax and shipping. +
__Note:__ The code is simplified here, to illustrate the purpose. Please imagine there is more happening in the `for` loops.
[source,javascript,diff-id=3,diff-type=noncompliant]
----
function calculateTotal(cart) {
let total = 0;
for (let i = 0; i < cart.length; i++) { // +1 (for)
total += cart[i].price;
}
// calculateSalesTax
for (let i = 0; i < cart.length; i++) { // +1 (for)
total += 0.2 * cart[i].price;
}
//calculateShipping
total += 5 * cart.length;
return total;
}
----
This function could be refactored into smaller functions:
The complexity is spread over multiple functions and the complex `calculateTotal` has now a complexity score of zero.
==== Compliant solution
[source,javascript,diff-id=3,diff-type=compliant]
----
function calculateTotal(cart) {
let total = calculateSubtotal(cart);
total += calculateSalesTax(cart);
total += calculateShipping(cart);
return total;
}
function calculateSubtotal(cart) {
let subTotal = 0;
for (const item of cart) { // +1 (for)
subTotal += item.price;
}
return subTotal;
}
function calculateSalesTax(cart) {
let salesTax = 0;
for (const item of cart) { // +1 (for)
salesTax += 0.2 * item.price;
}
return salesTax;
}
function calculateShipping(cart) {
return 5 * cart.length;
}
----
**Avoid deep nesting by returning early.**
==== Noncompliant code example
The below code has a cognitive complexity of 6.
[source,javascript,diff-id=4,diff-type=noncompliant]
----
function calculateDiscount(price, user) {
if (isEligibleForDiscount(user)) { // +1 ( if )
if (user?.hasMembership) { // +2 ( nested if )
return price * 0.9;
} else if (user?.orders === 1 ) { // +1 ( else )
return price * 0.95;
} else { // +1 ( else )
return price;
}
} else { // +1 ( else )
return price;
}
}
----
==== Compliant solution
Checking for the edge case first flattens the `if` statements and reduces the cognitive complexity to 3.
[source,javascript,diff-id=4,diff-type=compliant]
----
function calculateDiscount(price, user) {
if (!isEligibleForDiscount(user)) { // +1 ( if )
return price;
}
if (user?.hasMembership) { // +1 ( if )
return price * 0.9;
}
if (user?.orders === 1) { // +1 ( if )
return price * 0.95;
}
return price;
}
----
**Use the optional chaining operator to access data.**
In the below code, the cognitive complexity is increased due to the multiple checks required to access the manufacturer's name. This can be simplified using the optional chaining operator.
==== Noncompliant code example
[source,javascript,diff-id=2,diff-type=noncompliant]
----
let manufacturerName = null;
if (product && product.details && product.details.manufacturer) { // +1 (if) +1 (multiple condition)
manufacturerName = product.details.manufacturer.name;
}
if (manufacturerName) { // +1 (if)
console.log(manufacturerName);
} else {
console.log('Manufacturer name not found');
}
----
==== Compliant solution
The optional chaining operator will return `undefined` if any reference in the chain is `undefined` or `null`, avoiding multiple checks:
[source,javascript,diff-id=2,diff-type=compliant]
----
let manufacturerName = product?.details?.manufacturer?.name;
if (manufacturerName) { // +1 (if)
console.log(manufacturerName);
} else {
console.log('Manufacturer name not found');
}
----
=== Pitfalls
As this code is complex, ensure that you have unit tests that cover the code before refactoring.
include::../resources.adoc[]
include::../rspecator.adoc[]