Pure Functions in JavaScript. Why should we know about them as early as possible?

Pure Functions in JavaScript. Why should we know about them as early as possible?

Daily short news for you
  • openai/codex is the latest open-source project from OpenAI, following their announcement of the two newest models, o3 and o4 mini. It is said that both o3 and o4 mini are very suitable for being Agents, so they released Codex as a lightweight Agent that runs directly in the Terminal.

    Regarding its applicability, since it is an Agent, it can read/add/edit/delete the contents of your files. For example.

    codex "explain this codebase to me"

    Or integrate it into your CI/CD pipeline.

    - name: Update changelog via Codex run: | npm install -g @openai/codex export OPENAI_API_KEY="${{ secrets.OPENAI_KEY }}" codex -a auto-edit --quiet "update CHANGELOG for next release"

    Oh, I almost forgot, you need to use the OpenAI API 😆

    » Read more
  • Perhaps many people do not know that OpenAI has launched its own academy page to help users learn and fully harness the power of their language models.

    OpenAI Academy

    » Read more
  • Mornings have started with some sensational news: OpenAI wants to acquire Windsurf for $3 billion 😳

    » Read more

Problem

I'm 26 years old this year, and I've been maintaining a few projects. Sometimes I come across cases where some of my teammates do things like this:

function convertBirthdayToAges(person) {
  const year = new Date().getFullYear(); // 2021
  return person.map(p => p.age = year - p.year);
}
...  
const persons = [{name: 'Nguyễn Văn A', year: 2000}];
convertBirthdayToAges(persons);
console.log(persons); // [{name: 'Nguyễn Văn A', year: 2000, age: 21}]

At first glance, the above function seems normal, but if you notice, after persons goes through the convertBirthdayToAges function, it is attached with an additional attribute age.

Or another example like this:

let year = 2020;
function afterManyYear(num) {
  return year + num;
}
afterManyYear(5) // 2025;

....  

year = 2025;
afterManyYear(5) // 2030;

In the example above, initially when calling afterManyYear(5), the result is 2025, but later, when year is changed to 2025, afterManyYear(5) now returns 2030.

This may seem normal, but imagine in a maintenance phase where you don't know where year was changed, it can be a disaster. You may argue why not declare year with const: const year = 2020;? Well, I think when they chose to declare with let, they already had it in mind that year could be changed at any time.

If you are someone who regularly does these things and see the inconvenience they bring, then it's time for you to know about the concept of Pure Functions.

What is a Pure Function?

Pure function is exactly what its name suggests: "Pure function".

It is a JS function that satisfies two conditions:

  • The same inputs always return the same outputs.
  • No side-effects.

The same inputs always return the same outputs

Pretty straightforward. For example:

function add(x, y) {
  return x + y;
}
add(1, 2); // 3
add(1, 2); // 3

For each pair of x,y passed in, the return value never changes.

This function won't satisfy:

let x = 1;
function add(y) {
  return x + y;
}
add(1); // 2
x = 2;
add(1); // 3

When a function guarantees this condition, understanding and debugging become much easier.

No side-effects

Side-effects are the "effects" that come along with a function, such as:

  • Changing the value of an input.
  • console.log
  • HTTP calls (fetch/AJAX).
  • Changing a file (fs).
  • Querying the DOM.
  • ...

In general, besides the things listed above, side-effects also include any tasks within a function that are unrelated to the final computation result.

In the example in the opening part, we saw that convertBirthdayToAges modified the value of the input persons. If by any chance, persons loses one of its attributes, then it becomes a hassle.

To solve this issue, instead of directly modifying persons, let's return a new object:

function convertBirthdayToAges(person) {
  const year = new Date().getFullYear();
  return [...person.map(p => p.age = year - p.year)];
}

const persons = [{name: 'Nguyễn Văn A', year: 2000}];
const newPersons = convertBirthdayToAges(persons);
console.log(persons); // [{name: 'Nguyễn Văn A', year: 2000}];

In the above example, I used the spread syntax (...) to create a new array object. Note that it can only create a "shallow" copy of an object. To create a "deep" copy, I recommend using the clone package available on npm.

An application cannot be without side effects

That's right, your application cannot function without including the "effects" listed above, except for extremely simple ones. They cannot function without reading/writing to a database or selecting an element in the DOM. But the important thing is to minimize as much as possible or structure independent side-effect code segments.

For example, an update data function:

// In this example, Person is a sequelize model

// This update function is the only one that directly has side-effects
function update(payload) {
  return Person.update(payload);
}

function updatePerson(body) {
  const name = body.name.trim();
  const year = +body.year;
  return update({ name, year });
}

Summary

Pure functions are not a new concept, but the benefits they bring during the development and maintenance of a product are extremely valuable based on my working experience.

Through the examples above, I hope you realize the benefits of applying pure functions to current and future projects. A slight change in expression can bring many benefits in maintaining code later on.

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Trịnh Cường4 years ago
Bài viết rất hay và bổ ích. cảm ơn bạn rất nhiều vì đã chia sẻ. hóng những bài viết mới của bạn. Chúc blog ngày càng lớn mạnh. tặng bạn 1 share
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Xuân Hoài Tống4 years ago
Nhớ ghé blog của mình để đọc những bài mới hơn nhé bạn.