The main reason for creating functions is to increase the abstraction level, not to reduce code duplication. The second is a consequence of the first. And indeed, instead of implementing sorting by yourself in every place where you need it, you can use the sort() function, which hides the implementation within and leaves the developer undistracted by unnecessary details (type of sorting, code to perform it).
This is the essence of abstraction; we ignore the non-essential aspects, properties, and relationships of the object or process in question, which allows us to simplify a presentation of a complex concept. The ability to abstract is one of the most important properties of our brain. Young children learn very quickly how to classify objects in our world. Without much difficulty they understand that a tree is a tree, even if it is the first time they have seen a particular species of tree. And the two spread fingers indicate a bunny (because ears).
Despite this, an understanding of how to build abstractions wisely (in our case, distinguish functions) does not appear by itself. It comes with experience, provided there is another person stronger than you who can point out to you the mistakes you have made, and you keep track of the problems of your abstraction in the process of operation (reflection). On the other hand, excessive abstraction is more harmful than helpful. You can lose the essence and spend more time understanding what's going on behind the clutter of new entities. The construction of abstraction is always a compromise. The lack of abstraction leads to duplicate code, and the abundance can be very difficult to understand (try to grasp Category Theory) and make simple problems harder to solve.
Higher-order functions take function abstraction to a new level. By delegating behavior to external code (using anonymous functions), the ability to reuse the code (algorithm) in different situations is dramatically enhanced. And instead of ten functions for ten different pieces of code, you get one function that is specified ten times with ten alternate behaviors.
But don't forget that abstractions almost always leak.
An example of a leaky abstraction
In Hexlet's first project, our students make one (they make many, but for now we are interested in one) mistake, related to the incorrect allocation of abstractions. Putting aside (abstracting!) the details, the problem boils down to writing a function that takes a number as input and has to print yes on the screen if it is even, and no otherwise.
The first solution looks something like this:
It works, but the concept of parity itself is not isolated in its abstraction, which, for example, makes it difficult to test and understand the code. Here it is simple, but in more complex cases it is problematic to guess what kind of operation is being performed. The right thing to do would be to make parity a separate function (abstraction).
Look at the code above carefully. Is it okay?
This code is even worse than the first version, because the wrong abstraction is created. The number parity concept has nothing to do with the printing the "yes" or "no" strings. It exists in a vacuum as a mathematical concept and cannot know how it is going to be used. Not to mention that the name isEven() starts with is, which means that the function is a predicate. Such functions can only return a boolean value and nothing else (no exceptions!). The right version looks like this:
And this is the most primitive way to create abstractions. In real code, things are usually much more complicated. The construction of correct abstractions is practiced in the Hexlet projects.
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The second is a consequence of the first. And indeed, instead of implementing sorting by yourself in every place where you need it, you can use the `sort()` function, which hides the implementation within and leaves the developer undistracted by unnecessary details (type of sorting, code to perform it).\n\n\n\nThis is the essence of abstraction; we ignore the non-essential aspects, properties, and relationships of the object or process in question, which allows us to simplify a presentation of a complex concept. The ability to abstract is one of the most important properties of our brain. Young children learn very quickly how to classify objects in our world. Without much difficulty they understand that a tree is a tree, even if it is the first time they have seen a particular species of tree. And the two spread fingers indicate a bunny (because ears).\n\nDespite this, an understanding of how to build abstractions wisely (in our case, distinguish functions) does not appear by itself. It comes with experience, provided there is another person stronger than you who can point out to you the mistakes you have made, and you keep track of the problems of your abstraction in the process of operation (reflection). On the other hand, excessive abstraction is more harmful than helpful. You can lose the essence and spend more time understanding what's going on behind the clutter of new entities. The construction of abstraction is always a compromise. The lack of abstraction leads to duplicate code, and the abundance can be very difficult to understand (try to grasp [Category Theory](https://en.wikipedia.org/wiki/Category_theory)) and make simple problems harder to solve.\n\n\n\nHigher-order functions take function abstraction to a new level. By delegating behavior to external code (using anonymous functions), the ability to reuse the code (algorithm) in different situations is dramatically enhanced. And instead of ten functions for ten different pieces of code, you get one function that is specified ten times with ten alternate behaviors.\n\nBut don't forget that [abstractions almost always leak](https://www.joelonsoftware.com/2002/11/11/the-law-of-leaky-abstractions/).\n\n## An example of a leaky abstraction\n\nIn Hexlet's first project, our students make one (they make many, but for now we are interested in one) mistake, related to the incorrect allocation of abstractions. Putting aside (abstracting!) the details, the problem boils down to writing a function that takes a number as input and has to print yes on the screen if it is even, and no otherwise.\n\nThe first solution looks something like this:\n\n```javascript\nconst check = (number) => {\n const result = number % 2 === 0 ? 'yes' : 'no';\n console.log(result);\n};\n```\n\nIt works, but the concept of parity itself is not isolated in its abstraction, which, for example, makes it difficult to test and understand the code. 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The right version looks like this:\n\n```javascript\nconst isEven = (number) => (number % 2 === 0);\nconst check = (number) => {\n const result = isEven(number) ? 'yes' : 'no';\n console.log(result);\n};\n```\n\nAnd this is the most primitive way to create abstractions. In real code, things are usually much more complicated. The construction of correct abstractions is practiced in the Hexlet projects.\n"},"lessonMember":null,"courseMember":null,"course":{"start_lesson":{"exercise":null,"units":[{"id":6637,"name":"theory","url":"/courses/js-functions/lessons/about/theory_unit"}],"links":[],"ordered_units":[{"id":6637,"name":"theory","url":"/courses/js-functions/lessons/about/theory_unit"}],"id":2908,"slug":"about","state":"approved","name":"About course","course_order":1,"goal":"Learn about the course, its structure, objectives, and goals","self_study":null,"theory_video_provider":null,"theory_video_uid":null,"theory":"Functions is a powerful tool with a wide range of possibilities. This course is designed to help you get to grips with the functions for real. Everything before this course is just the tip of the iceberg.\n\nIn this course, we will learn how to create functions so that code is predictable and convenient. Let's examine the handling of collections and see how functions are used in libraries and modern web frameworks.\n\nBasic concepts of the course:\n\n* Net functions and side effects. Determinacy.\n* Scope and closure\n* Spread and rest operators\n* Objects of the first kind\n* Higher order functions\n* Functional programming\n\nThe topics and features listed above are not always present in a JS developer's daily routine (and even more so in other languages), but it's important to be aware of them. First, the approaches covered in this course are not specific to JavaScript. Knowing them will make it much easier for you to switch to other languages. \nSecondly, working with functions will significantly boost your programming skills.\n"},"id":290,"slug":"js-functions","challenges_count":13,"name":"JS: Functions","allow_indexing":true,"state":"approved","course_state":"finished","pricing_type":"paid","description":"JavaScript functions go much beyond what you already know! You will learn about first-class objects, lambda functions, and higher-order functions in this course. Learn how to do the \"mapping\", \"filtering\", and \"aggregation\" operations, as well as how to pass and take an infinite number of arguments. 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The second is a consequence of the first. And indeed, instead of implementing sorting by yourself in every place where you need it, you can use the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">sort()</code> function, which hides the implementation within and leaves the developer undistracted by unnecessary details (type of sorting, code to perform it).</p>
<p><img style="--image-object-fit:contain;width:auto" class="m_9e117634 mantine-Image-root" src="/rails/active_storage/blobs/proxy/eyJfcmFpbHMiOnsiZGF0YSI6NTc1NywicHVyIjoiYmxvYl9pZCJ9fQ==--9bbd300b9ab31ee2e810c229982b3e39200f7e47/abstraction.png" alt="Abstraction by functions" loading="lazy"/></p>
<p>This is the essence of abstraction; we ignore the non-essential aspects, properties, and relationships of the object or process in question, which allows us to simplify a presentation of a complex concept. The ability to abstract is one of the most important properties of our brain. Young children learn very quickly how to classify objects in our world. Without much difficulty they understand that a tree is a tree, even if it is the first time they have seen a particular species of tree. And the two spread fingers indicate a bunny (because ears).</p>
<p>Despite this, an understanding of how to build abstractions wisely (in our case, distinguish functions) does not appear by itself. It comes with experience, provided there is another person stronger than you who can point out to you the mistakes you have made, and you keep track of the problems of your abstraction in the process of operation (reflection). On the other hand, excessive abstraction is more harmful than helpful. You can lose the essence and spend more time understanding what's going on behind the clutter of new entities. The construction of abstraction is always a compromise. The lack of abstraction leads to duplicate code, and the abundance can be very difficult to understand (try to grasp <a style="text-decoration:underline" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="https://en.wikipedia.org/wiki/Category_theory" rel="noopener noreferrer" target="_blank">Category Theory</a>) and make simple problems harder to solve.</p>
<p><img style="--image-object-fit:contain;width:auto" class="m_9e117634 mantine-Image-root" src="/rails/active_storage/blobs/proxy/eyJfcmFpbHMiOnsiZGF0YSI6NTc1OCwicHVyIjoiYmxvYl9pZCJ9fQ==--2433c35f50f64e35f246eefed04a2e9fa6216112/huge-call-stack.png" alt="Huge Java Call Stack" loading="lazy"/></p>
<p>Higher-order functions take function abstraction to a new level. By delegating behavior to external code (using anonymous functions), the ability to reuse the code (algorithm) in different situations is dramatically enhanced. And instead of ten functions for ten different pieces of code, you get one function that is specified ten times with ten alternate behaviors.</p>
<p>But don't forget that <a style="text-decoration:underline" class="mantine-focus-auto m_849cf0da m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" href="https://www.joelonsoftware.com/2002/11/11/the-law-of-leaky-abstractions/" rel="noopener noreferrer" target="_blank">abstractions almost always leak</a>.</p>
<h2 id="heading-2-1">An example of a leaky abstraction</h2>
<p>In Hexlet's first project, our students make one (they make many, but for now we are interested in one) mistake, related to the incorrect allocation of abstractions. Putting aside (abstracting!) the details, the problem boils down to writing a function that takes a number as input and has to print yes on the screen if it is even, and no otherwise.</p>
<p>The first solution looks something like this:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code">const check = (number) => {
const result = number % 2 === 0 ? 'yes' : 'no';
console.log(result);
};</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>It works, but the concept of parity itself is not isolated in its abstraction, which, for example, makes it difficult to test and understand the code. Here it is simple, but in more complex cases it is problematic to guess what kind of operation is being performed. The right thing to do would be to make parity a separate function (abstraction).</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code">const isEven = (number) => (number % 2 === 0) ? 'yes' : 'no';
const check = (number) => {
const result = isEven(number);
console.log(result);
};</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>Look at the code above carefully. Is it okay?</p>
<p>This code is even worse than the first version, because the wrong abstraction is created. The number parity concept has nothing to do with the printing the "yes" or "no" strings. It exists in a vacuum as a mathematical concept and cannot know how it is going to be used. Not to mention that the name <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">isEven()</code> starts with <em>is</em>, which means that the function is a predicate. Such functions can only return a boolean value and nothing else (no exceptions!). The right version looks like this:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code">const isEven = (number) => (number % 2 === 0);
const check = (number) => {
const result = isEven(number) ? 'yes' : 'no';
console.log(result);
};</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>And this is the most primitive way to create abstractions. In real code, things are usually much more complicated. 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