The word polymorphism can mean different things depending on the context. When programmers in imperative languages talk about polymorphism, they usually mean polymorphism of subtypes. At the same time, programmers in functional languages have parametric polymorphism in mind. Let us talk about the latter.
We will see Java code in this lesson. Do not worry if you don't fully understand it. Our goal is to deal with concepts, not Java itself.
The lodash library has the _.concat() function, which combines arrays passed to it:
This function joins any array, regardless of the type of data contained within. Let's try to implement it ourselves.
It is a slightly stripped-down version of the concat function. It only works with two arguments, each of them is an array. The function creates a new array, then traverses the passed arrays one by one, and adds their values to the newly created array.Then, it returns the result:
Take a close look at this code. Does it perform any operations on the data inside the array? The correct answer is no. This data moves from one array to another, but we do not act on it. Our new concat() function, like the original _.concat() function, can handle arrays containing any data type.
This behavior seems natural for developers who've only written in dynamic languages. But in static languages, it's not so simple. Below is an example of the definition of arrays in Java:
The first thing you might notice is the need to specify the type. For the first array, it is int. For the second one, it is String. You can't create an array without specifying what type its values will have. The same applies to functions that process arrays:
Note the signature of the concat() method: concat(): int[] concat(int[] arr1, int[] arr2). In contrast to the JavaScript variant, the input parameters here are arrays of numbers. I.e., this function won't work for an array of strings. Nor will it work for all other data types.
What does this mean in practice? Something simple but sad. We have to implement a similar function for each type even though the algorithm inside is identical.
It is where parametric polymorphism comes in handy. Static languages have to introduce special constructions into the language. They help us describe these algorithms without regard to the type of parameter. In some languages, they're called templates (C++) or generics (Java, C#):
In this code, we see a type called T. It simply means we can use it within an array with any type. The concat() method now works like its JavaScript counterpart.
Parametric polymorphism makes it possible to write generalized algorithms for composite types. In some cases, it reduces the amount of code. Sometimes, this comes at the expense of having a simple solution. But you won't see an increase in complexity for most typical operations. You can see that in the code above.
Dynamic languages don't need parametric polymorphism to implement generalized algorithms. Any collection can contain any data type at any time. It eliminates the need to introduce additional language constructs and learn new concepts.
In the literature, the usage of parametric polymorphism is often called generalized programming.
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When programmers in imperative languages talk about polymorphism, they usually mean **polymorphism of subtypes**. At the same time, programmers in functional languages have **parametric polymorphism** in mind. Let us talk about the latter.\n\nWe will see Java code in this lesson. Do not worry if you don't fully understand it. Our goal is to deal with concepts, not Java itself.\n\nThe _lodash_ library has the `_.concat()` function, which combines arrays passed to it:\n\n```javascript\n_.concat([1], [2, 3, 1]); // [1, 2, 3, 1]\n_.concat(['one'], ['two', 'three']); // ['one', 'two', 'three']\n_.concat([true], [false, false, true]); // [true, false, false, true]\n```\n\nThis function joins any array, regardless of the type of data contained within. Let's try to implement it ourselves.\n\nIt is a slightly stripped-down version of the `concat` function. It only works with two arguments, each of them is an array. The function creates a new array, then traverses the passed arrays one by one, and adds their values to the newly created array.Then, it returns the result:\n\n```javascript\n\nconst concat = (coll1, coll2) => {\n const result = [];\n coll1.forEach((value) => result.push(value));\n coll2.forEach((value) => result.push(value));\n return result;\n};\n```\n\nTake a close look at this code. Does it perform any operations on the data inside the array? The correct answer is no. This data moves from one array to another, but we do not act on it. Our new `concat()` function, like the original `_.concat()` function, can handle arrays containing any data type.\n\nThis behavior seems natural for developers who've only written in dynamic languages. But in static languages, it's not so simple. Below is an example of the definition of arrays in Java:\n\n```java\nint numbers[] = {3, 1, 2, 5, 4};\nString words[] = {\"one\", \"two\", \"three\"};\n```\n\nThe first thing you might notice is the need to specify the type. For the first array, it is `int`. For the second one, it is `String`. You can't create an array without specifying what type its values will have. The same applies to functions that process arrays:\n\n```java\nclass Main {\n public static void main(String[] args) {\n // Declaring array `a`\n int[] a = {1, 2, 3, 4};\n // Declaring array `b`\n int[] b = {4, 16, 1, 2, 3, 22};\n\n // Merging arrays\n concat(a, b);\n }\n\n // Arrays are containing only int can be input\n public static int[] concat(int[] arr1, int[] arr2) {\n // Create a resulting array whose length is equal to the sum of the lengths of the original arrays\n int[] result = new int[arr1.length + arr2.length];\n\n // Transfer all values from the first array to result\n for (int i = 0; i < arr1.length; i++) {\n result[i] = arr1[i];\n }\n\n // Transfer all values from the second array to result\n for (int j = 0; j < arr2.length; j++) {\n result[arr1.length + j] = arr2[j];\n }\n\n return result;\n }\n}\n```\n\nNote the signature of the concat() method: `concat()`: `int[] concat(int[] arr1, int[] arr2)`. In contrast to the JavaScript variant, the input parameters here are arrays of numbers. I.e., this function won't work for an array of strings. Nor will it work for all other data types.\n\nWhat does this mean in practice? Something simple but sad. We have to implement a similar function for _each type_ even though the algorithm inside is identical.\n\nIt is where parametric polymorphism comes in handy. Static languages have to introduce special constructions into the language. They help us describe these algorithms without regard to the type of parameter. In some languages, they're called templates (C++) or generics (Java, C#):\n\n```java\nclass Main {\n public static void main(String[] args) {\n Integer[] a = {1, 2, 3, 4};\n Integer[] b = {4, 16, 1, 2, 3, 22};\n concat(a, b);\n }\n\n public static<T> T[] concat(T[] arr1, T[] arr2) {\n T[] result = (T[]) new Object[arr1.length + arr2.length];\n\n for (int i = 0; i < arr1.length; i++) {\n result[i] = arr1[i];\n }\n\n for (int j = 0; j < arr2.length; j++) {\n result[arr1.length + j] = arr2[j];\n }\n\n return result;\n }\n}\n```\n\nIn this code, we see a type called T. It simply means we can use it within an array with any type. The `concat()` method now works like its JavaScript counterpart.\n\nParametric polymorphism makes it possible to write generalized algorithms for composite types. In some cases, it reduces the amount of code. Sometimes, this comes at the expense of having a simple solution. But you won't see an increase in complexity for most typical operations. You can see that in the code above.\n\nDynamic languages don't need parametric polymorphism to implement generalized algorithms. Any collection can contain any data type at any time. It eliminates the need to introduce additional language constructs and learn new concepts.\n\nIn the literature, the usage of parametric polymorphism is often called **generalized programming**.\n"},"lessonMember":null,"courseMember":null,"course":{"start_lesson":{"exercise":null,"units":[{"id":7814,"name":"theory","url":"/courses/js-polymorphism/lessons/about/theory_unit"}],"links":[],"ordered_units":[{"id":7814,"name":"theory","url":"/courses/js-polymorphism/lessons/about/theory_unit"}],"id":3477,"slug":"about","state":"approved","name":"About","course_order":10,"goal":"Learn about the course, its structure, objectives and goals.","self_study":null,"theory_video_provider":null,"theory_video_uid":null,"theory":"OOP is a complex concept with many aspects to formalize. Moreover, programmers have used the word OOP to denote different things at different times. There are at least two kinds of OOP:\n\n* OOP, formulated by Alan Kay, the creator of Smalltalk\n* OOP with polymorphism, inheritance, and encapsulation, described by Grady Butch\n\nThe modern OOP usually refers to the latter, although the former is alive and well in many languages.\n\nBut when we discuss the second kind of OOP, we still emphasize different features in different languages. Something considered a sign of true OOP in some languages is unacceptable in others.\n\nIf we try to generalize somehow and find the most fundamental thing about all OOP languages, we will find the **polymorphism of subtypes** as a common ground.\n\n> Polymorphism of subtypes is probably the most important feature of modern object-oriented programming. Benjamin Pierce. Author of Types and Programming Languages\n\nIn this course, we will take an in-depth look at polymorphism. The mechanisms of its implementation, and, most importantly, learn how to apply it correctly. The main topics of this course are:\n\n* Types of polymorphism: subtype and parametric\n* Dispatching and types of dispatching\n* Dependency inversion and injection\n* DI container\n* [SOLID](https://en.wikipedia.org/wiki/SOLID) (SRP, OCP, LSP, ISR, DIP)\n\nIn addition, we will get acquainted with the concept of **design patterns**. Let us analyze their influence on code structure and get acquainted with some popular ones:\n\n* Null Object\n* Strategy\n* Factory\n\nLet us talk about when polymorphism is necessary. When it is not, or when it can even be harmful. We will look at several techniques that allow you to get polymorphic behavior without using objects. 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stroke-linecap="round" stroke-linejoin="round" class="tabler-icon tabler-icon-lock "><path d="M5 13a2 2 0 0 1 2 -2h10a2 2 0 0 1 2 2v6a2 2 0 0 1 -2 2h-10a2 2 0 0 1 -2 -2v-6"></path><path d="M11 16a1 1 0 1 0 2 0a1 1 0 0 0 -2 0"></path><path d="M8 11v-4a4 4 0 1 1 8 0v4"></path></svg></div><p style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">JS: Polymorphism</p></div><h1 style="--title-fw:var(--mantine-h1-font-weight);--title-lh:var(--mantine-h1-line-height);--title-fz:var(--mantine-h1-font-size);margin-bottom:var(--mantine-spacing-xl)" class="m_8a5d1357 mantine-Title-root" data-order="1">Theory: Parametric polymorphism</h1><script type="application/ld+json">{"@context":"https://schema.org","@type":"LearningResource","name":"Parametric polymorphism","inLanguage":"en","isPartOf":{"@type":"LearningResource","name":"JS: Polymorphism"},"isAccessibleForFree":"False","hasPart":{"@type":"WebPageElement","isAccessibleForFree":"False","cssSelector":".paywalled"}}</script><div class=""><div style="--alert-color:var(--mantine-color-indigo-light-color);margin-bottom:var(--mantine-spacing-lg);font-size:var(--mantine-font-size-lg)" class="m_66836ed3 mantine-Alert-root" id="mantine-_R_remqrdub_" role="alert" aria-describedby="mantine-_R_remqrdub_-body" aria-labelledby="mantine-_R_remqrdub_-title"><div class="m_a5d60502 mantine-Alert-wrapper"><div class="m_667f2a6a mantine-Alert-icon"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="tabler-icon tabler-icon-rocket "><path d="M4 13a8 8 0 0 1 7 7a6 6 0 0 0 3 -5a9 9 0 0 0 6 -8a3 3 0 0 0 -3 -3a9 9 0 0 0 -8 6a6 6 0 0 0 -5 3"></path><path d="M7 14a6 6 0 0 0 -3 6a6 6 0 0 0 6 -3"></path><path d="M14 9a1 1 0 1 0 2 0a1 1 0 1 0 -2 0"></path></svg></div><div class="m_667c2793 mantine-Alert-body"><div class="m_6a03f287 mantine-Alert-title"><span id="mantine-_R_remqrdub_-title" class="m_698f4f23 mantine-Alert-label">Full access to materials</span></div><div id="mantine-_R_remqrdub_-body" class="m_7fa78076 mantine-Alert-message"><div style="--group-gap:var(--mantine-spacing-md);--group-align:center;--group-justify:space-between;--group-wrap:wrap" class="m_4081bf90 mantine-Group-root"><p class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Sign up and get access to this and dozens of other courses</p><a style="--button-height:var(--button-height-xs);--button-padding-x:var(--button-padding-x-xs);--button-fz:var(--mantine-font-size-xs);--button-bg:linear-gradient(45deg, var(--mantine-color-blue-filled) 0%, var(--mantine-color-cyan-filled) 100%);--button-hover:linear-gradient(45deg, var(--mantine-color-blue-filled) 0%, var(--mantine-color-cyan-filled) 100%);--button-color:var(--mantine-color-white);--button-bd:none" class="mantine-focus-auto mantine-active m_77c9d27d mantine-Button-root m_87cf2631 mantine-UnstyledButton-root" data-variant="gradient" data-size="xs" href="/u/new"><span class="m_80f1301b mantine-Button-inner"><span class="m_811560b9 mantine-Button-label">Sign up</span></span></a></div></div></div></div></div><div class="paywalled m_d08caa0 mantine-Typography-root"><p>The word <strong>polymorphism</strong> can mean different things depending on the context. When programmers in imperative languages talk about polymorphism, they usually mean <strong>polymorphism of subtypes</strong>. At the same time, programmers in functional languages have <strong>parametric polymorphism</strong> in mind. Let us talk about the latter.</p>
<p>We will see Java code in this lesson. Do not worry if you don't fully understand it. Our goal is to deal with concepts, not Java itself.</p>
<p>The <em>lodash</em> library has 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">_.concat()</code> function, which combines arrays passed to it:</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">_.concat([1], [2, 3, 1]); // [1, 2, 3, 1]
_.concat(['one'], ['two', 'three']); // ['one', 'two', 'three']
_.concat([true], [false, false, true]); // [true, false, false, true]</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>This function joins any array, regardless of the type of data contained within. Let's try to implement it ourselves.</p>
<p>It is a slightly stripped-down version of 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">concat</code> function. It only works with two arguments, each of them is an array. The function creates a new array, then traverses the passed arrays one by one, and adds their values to the newly created array.Then, it returns the result:</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 concat = (coll1, coll2) => {
const result = [];
coll1.forEach((value) => result.push(value));
coll2.forEach((value) => result.push(value));
return 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>Take a close look at this code. Does it perform any operations on the data inside the array? The correct answer is no. This data moves from one array to another, but we do not act on it. Our new <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">concat()</code> function, like the original <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">_.concat()</code> function, can handle arrays containing any data type.</p>
<p>This behavior seems natural for developers who've only written in dynamic languages. But in static languages, it's not so simple. Below is an example of the definition of arrays in Java:</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">int numbers[] = {3, 1, 2, 5, 4};
String words[] = {"one", "two", "three"};</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>The first thing you might notice is the need to specify the type. For the first array, it is <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">int</code>. For the second one, it is <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">String</code>. You can't create an array without specifying what type its values will have. The same applies to functions that process arrays:</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">class Main {
public static void main(String[] args) {
// Declaring array `a`
int[] a = {1, 2, 3, 4};
// Declaring array `b`
int[] b = {4, 16, 1, 2, 3, 22};
// Merging arrays
concat(a, b);
}
// Arrays are containing only int can be input
public static int[] concat(int[] arr1, int[] arr2) {
// Create a resulting array whose length is equal to the sum of the lengths of the original arrays
int[] result = new int[arr1.length + arr2.length];
// Transfer all values from the first array to result
for (int i = 0; i < arr1.length; i++) {
result[i] = arr1[i];
}
// Transfer all values from the second array to result
for (int j = 0; j < arr2.length; j++) {
result[arr1.length + j] = arr2[j];
}
return 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>Note the signature of the concat() method: <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">concat()</code>: <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">int[] concat(int[] arr1, int[] arr2)</code>. In contrast to the JavaScript variant, the input parameters here are arrays of numbers. I.e., this function won't work for an array of strings. Nor will it work for all other data types.</p>
<p>What does this mean in practice? Something simple but sad. We have to implement a similar function for <em>each type</em> even though the algorithm inside is identical.</p>
<p>It is where parametric polymorphism comes in handy. Static languages have to introduce special constructions into the language. They help us describe these algorithms without regard to the type of parameter. In some languages, they're called templates (C++) or generics (Java, C#):</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">class Main {
public static void main(String[] args) {
Integer[] a = {1, 2, 3, 4};
Integer[] b = {4, 16, 1, 2, 3, 22};
concat(a, b);
}
public static<T> T[] concat(T[] arr1, T[] arr2) {
T[] result = (T[]) new Object[arr1.length + arr2.length];
for (int i = 0; i < arr1.length; i++) {
result[i] = arr1[i];
}
for (int j = 0; j < arr2.length; j++) {
result[arr1.length + j] = arr2[j];
}
return 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>In this code, we see a type called T. It simply means we can use it within an array with any type. 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">concat()</code> method now works like its JavaScript counterpart.</p>
<p>Parametric polymorphism makes it possible to write generalized algorithms for composite types. In some cases, it reduces the amount of code. Sometimes, this comes at the expense of having a simple solution. But you won't see an increase in complexity for most typical operations. You can see that in the code above.</p>
<p>Dynamic languages don't need parametric polymorphism to implement generalized algorithms. Any collection can contain any data type at any time. It eliminates the need to introduce additional language constructs and learn new concepts.</p>
<p>In the literature, the usage of parametric polymorphism is often called <strong>generalized programming</strong>.</p></div><div style="margin-block:var(--mantine-spacing-xl)" class=""><h2 style="--title-fw:var(--mantine-h2-font-weight);--title-lh:var(--mantine-h2-line-height);--title-fz:var(--mantine-h2-font-size);margin-bottom:var(--mantine-spacing-md)" class="m_8a5d1357 mantine-Title-root" data-order="2">Recommended programs</h2><style data-mantine-styles="inline">.__m__-_R_2mremqrdub_{--carousel-slide-gap:var(--mantine-spacing-xs);--carousel-slide-size:70%;}@media(min-width: 36em){.__m__-_R_2mremqrdub_{--carousel-slide-gap:var(--mantine-spacing-xl);--carousel-slide-size:50%;}}</style><div style="--carousel-control-size:calc(2.5rem * var(--mantine-scale));--carousel-controls-offset:var(--mantine-spacing-sm);margin-bottom:var(--mantine-spacing-lg);padding-block:var(--mantine-spacing-sm);background:var(--app-color-surface)" class="m_17884d0f mantine-Carousel-root 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