{"id":44117,"date":"2024-06-18T07:18:31","date_gmt":"2024-06-18T07:18:31","guid":{"rendered":"https:\/\/accuweb.cloud\/resource\/?post_type=faq&#038;p=44117"},"modified":"2026-02-18T12:55:11","modified_gmt":"2026-02-18T12:55:11","slug":"polymorphism-in-python","status":"publish","type":"faq","link":"https:\/\/accuweb.cloud\/resource\/articles\/polymorphism-in-python","title":{"rendered":"Explain Polymorphism in Python"},"content":{"rendered":"<h2 class=\"ack-h2\">Explain Polymorphism in Python<\/h2>\n<h2>What is Polymorphism ?<\/h2>\n<p>In programming, polymorphism is a very important concept where a single type entity, such as a method, operator, or object, can represent different types in different situations.<\/p>\n<p class=\"ack-h2\"><strong>Example Of Built-in Polymorphic Functions<\/strong><\/p>\n<div class=\"article-space\"><\/div>\n<pre><code class=\"language-javascript\">\r\n# Python program to explain in-built poly-morphic functions\r\n# len() function used for a string\r\nprint(len(\"hello\"))\r\n# len() function used for a list\r\nprint(len([100, 200, 300]))<\/code><\/pre>\n<div class=\"article-space\"><\/div>\n<p class=\"ack-h3\"><strong>Output<\/strong><\/p>\n<p>5<br \/>\n3<\/p>\n<p class=\"ack-h2\"><strong>Examples Of Custom-defined Polymorphic Functions<\/strong><\/p>\n<div class=\"article-space\"><\/div>\n<pre><code class=\"language-javascript\">\r\n# A basic Python function to illustrate\r\n# Polymorphism\r\ndef addition(a, b, c = 0):\r\nreturn a + b + c\r\n# Driver code\r\nprint(addition(20, 30))\r\nprint(addition(20, 30, 40))<\/code><\/pre>\n<div class=\"article-space\"><\/div>\n<p class=\"ack-h3\"><strong>Output<\/strong><\/p>\n<p>50<br \/>\n90<\/p>\n<h2 class=\"ack-h2\">Using Polymorphism with Class Methods<\/h2>\n<p>The following code illustrates how Python can similarly utilize two different class types. We iterate through a tuple of objects using a for loop and call the methods without worrying about the specific class type of each object. The assumption here is that these methods exist in each class.<\/p>\n<div class=\"cta-btn-top-space ack-extra-image-space div\">\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"38668\" class=\"elementor elementor-38668\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"elementor_library\">\n\t\t\t        <section class=\"elementor-section elementor-top-section elementor-element elementor-element-882321f elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"882321f\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7cc79cc\" data-id=\"7cc79cc\" data-element_type=\"column\">\n        <div class=\"elementor-widget-wrap elementor-element-populated\">\n                    \n        \t\t<div class=\"elementor-element elementor-element-e31b40f elementor-widget elementor-widget-shortcode\" data-id=\"e31b40f\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                    <\/div>\n        <\/section>\n        \t\t<\/div>\n\t\t<\/div>\n<div class=\"cta-btn-bottom-space\"><\/div>\n<p class=\"ack-h3\"><strong>Example<\/strong><\/p>\n<div class=\"article-space\"><\/div>\n<pre><code class=\"language-javascript\">\r\nclass India():\r\ndef capital(self):\r\nprint(\"Capital: New Delhi\")\r\ndef language(self):\r\nprint(\"Language: Hindi\")\r\ndef type(self):\r\nprint(\"Type: Developing country\")\r\nclass USA():\r\ndef capital(self):\r\nprint(\"Capital: Washington, D.C.\")\r\ndef language(self):\r\nprint(\"Language: English\")\r\ndef type(self):\r\nprint(\"Type: Developed country\")\r\nobj_india = India()\r\nobj_usa = USA()\r\nfor country_instance in (obj_india, obj_usa):\r\ncountry_instance.capital()\r\ncountry_instance.language()\r\ncountry_instance.type()<\/code><\/pre>\n<div class=\"article-space\"><\/div>\n<p class=\"ack-h3\"><strong>Output<\/strong><\/p>\n<p>Capital: New Delhi<br \/>\nLanguage: Hindi<br \/>\nType: Developing country<br \/>\nCapital: Washington, D.C.<br \/>\nLanguage: English<br \/>\nType: Developed country<\/p>\n<h3 class=\"ack-h2\">Inheritance with Polymorphism<\/h3>\n<p>In Python, Polymorphism allows the definition of methods in the child class with the same name as those in the parent class. With inheritance, the child class inherits methods from the parent class. Nevertheless, there is the flexibility to modify a method in the child class that has been inherited from the parent class. This becomes valuable when the inherited method doesn&#8217;t perfectly align with the requirements of the child class. In such scenarios, we can re-implement the method in the child class, a practice referred to as Method Overriding.<\/p>\n<p class=\"ack-h3\"><strong>Example<\/strong><\/p>\n<div class=\"article-space\"><\/div>\n<pre><code class=\"language-javascript\">\r\nclass Animal:\r\ndef introduction(self):\r\nprint(\"There is a diverse range of animals.\")\r\ndef movement(self):\r\nprint(\"Many animals can move, but some have distinct modes.\")\r\nclass cheetah(Animal):\r\ndef movement(self):\r\nprint(\"Cheetahs are known for their swift movement.\")\r\nclass turtle(Animal):\r\ndef movement(self):\r\nprint(\"Turtles move at a slow pace.\")\r\nobj_animal = Animal()\r\nobj_cheetah = cheetah()\r\nobj_turtle = turtle()\r\nobj_animal.introduction()\r\nobj_animal.movement()\r\nobj_cheetah.introduction()\r\nobj_cheetah.movement()\r\nobj_turtle.introduction()\r\nobj_turtle.movement()<\/code><\/pre>\n<div class=\"article-space\"><\/div>\n<p class=\"ack-h4\"><strong>Output<\/strong><\/p>\n<p>There is a diverse range of animals.<br \/>\nMany animals can move, but some have distinct modes.<br \/>\nThere is a diverse range of animals.<br \/>\nCheetahs are known for their swift movement.<br \/>\nThere is a diverse range of animals.<br \/>\nTurtles move at a slow pace.<\/p>\n<h3>Function and Object with Polymorphism<\/h3>\n<p>It is also feasible to design a function capable of accepting any object, demonstrating polymorphism. In this instance, let&#8217;s craft a function named &#8216;perform_operations()&#8217; designed to take an object, denoted as &#8216;obj&#8217;. Despite the use of the name &#8216;obj&#8217;, any instantiated object can be passed into this function. Subsequently, let&#8217;s define a task within the function that involves utilizing the &#8216;obj&#8217; object. In this scenario, we&#8217;ll invoke three methods\u2014namely, &#8216;get_capital()&#8217;, &#8216;get_language()&#8217;, and &#8216;get_type()&#8217;\u2014each defined in the &#8216;CountryIndia&#8217; and &#8216;CountryUSA&#8217; classes.<\/p>\n<p>Now, let&#8217;s create instances of both the <strong>&#8216;CountryIndia&#8217;<\/strong> and <strong>&#8216;CountryUSA&#8217;<\/strong><br \/>\nclasses, assuming they haven&#8217;t been instantiated already. With these<br \/>\ninstances, we can invoke their actions using the same &#8216;perform_operations()&#8217; function:<\/p>\n<p class=\"ack-h3\"><strong>Example<\/strong><\/p>\n<div class=\"article-space\"><\/div>\n<pre><code class=\"language-javascript\">\r\nclass CountryIndia:\r\ndef capital(self):\r\nreturn \"New Delhi is the capital of India.\"\r\ndef language(self):\r\nreturn \"Hindi is the most widely spoken language of India.\"\r\ndef type(self):\r\nreturn \"India is a developing country.\"\r\nclass CountryUSA:\r\ndef capital(self):\r\nreturn \"Washington, D.C. is the capital of USA.\"\r\ndef language(self):\r\nreturn \"English is the primary language of USA.\"\r\ndef type(self):\r\nreturn \"USA is a developed country.\"\r\ndef perform_operations(obj):\r\nprint(obj.capital())\r\nprint(obj.language())\r\nprint(obj.type())\r\nobj_india = CountryIndia()\r\nobj_usa = CountryUSA()\r\nperform_operations(obj_india)\r\nperform_operations(obj_usa)<\/code><\/pre>\n<div class=\"article-space\"><\/div>\n<p class=\"ack-h4\"><strong>Output<\/strong><\/p>\n<p>New Delhi is the capital of India.<br \/>\nHindi is the most widely spoken language of India.<br \/>\nIndia is a developing country.<br \/>\nWashington, D.C. is the capital of USA.<br \/>\nEnglish is the primary language of USA.<br \/>\nUSA is a developed country.<\/p>\n<h3 class=\"ack-h3\">Python Polymorphism with Inheritance and Method Overriding<\/h3>\n<div class=\"article-space\"><\/div>\n<div class=\"cta-btn-top-space ack-extra-image-space div\">\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"38668\" class=\"elementor elementor-38668\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"elementor_library\">\n\t\t\t        <section class=\"elementor-section elementor-top-section elementor-element elementor-element-882321f elementor-section-boxed elementor-section-height-default elementor-section-height-default ct-header-fixed-none ct-row-max-none\" data-id=\"882321f\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n            \n                        <div class=\"elementor-container elementor-column-gap-default \">\n                    <div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7cc79cc\" data-id=\"7cc79cc\" data-element_type=\"column\">\n        <div class=\"elementor-widget-wrap elementor-element-populated\">\n                    \n        \t\t<div class=\"elementor-element elementor-element-e31b40f elementor-widget elementor-widget-shortcode\" data-id=\"e31b40f\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t            <\/div>\n        <\/div>\n                    <\/div>\n        <\/section>\n        \t\t<\/div>\n\t\t<\/div>\n<div class=\"cta-btn-bottom-space\"><\/div>\n<pre><code class=\"language-javascript\">\r\nclass Creature:\r\ndef vocalize(self):\r\nraise NotImplementedError(\"Subclass must implement this method\")\r\nclass Dog(Creature):\r\ndef vocalize(self):\r\nreturn \"Woof!\"\r\nclass Cat(Creature):\r\ndef vocalize(self):\r\nreturn \"Meow!\"\r\n# Create a list of Creature objects\r\ncreatures = [Dog(), Cat()]\r\n# Invoke the vocalize method on each object\r\nfor creature in creatures:\r\nprint(creature.vocalize())<\/code><\/pre>\n<div class=\"article-space\"><\/div>\n<p class=\"ack-h4\"><strong>Output<\/strong><\/p>\n<p>Woof!<br \/>\nMeow!<\/p>\n<h2 class=\"ack-h2\">Conclusion<\/h2>\n<p>polymorphism in Python enables the flexibility to use a single entity, such as a function or method, to handle different types. Whether through built-in functions, custom-defined functions, class methods, or inheritance with method overriding, polymorphism enhances code reusability and adaptability. It allows for the seamless interchangeability of objects and methods, promoting a more dynamic and versatile programming approach.<\/p>\n","protected":false},"author":1,"featured_media":52879,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","class_list":["post-44117","faq","type-faq","status-publish","has-post-thumbnail","hentry","faq_topics-kb","faq_topics-product-documentation","faq_topics-python-series","faq_topics-python-polymorphism","faq_topics-tutorial-series","faq_topics-tutorials"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.10 (Yoast SEO v24.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Leveraging Polymorphism with Class Methods in Python<\/title>\n<meta name=\"description\" content=\"Discover how polymorphism works in Python with examples of built-in and custom-defined functions. 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