{"id":7481,"date":"2021-05-29T10:50:14","date_gmt":"2021-05-29T05:20:14","guid":{"rendered":"https:\/\/python-programs.com\/?p=7481"},"modified":"2021-11-22T18:40:44","modified_gmt":"2021-11-22T13:10:44","slug":"the-difference-between-and-is-in-python","status":"publish","type":"post","link":"https:\/\/python-programs.com\/the-difference-between-and-is-in-python\/","title":{"rendered":"The Difference Between == and is in Python"},"content":{"rendered":"<p>In Python, the operators == and is do very similar functions, yet they are extremely different and deal with a very important concept: how Python saves its variables in memory.<\/p>\n<p>There is a small distinction between the Python identity operator (is) and the equality operator (==). When you use the Python is operator to compare numbers, your code may work great until it suddenly does not. You may have heard that the Python is operator is faster than the == operator, or you may believe that it appears more Pythonic. However, it is critical to remember that these operators do not behave in the same way.<\/p>\n<p>The Python is operator checks if two variables link to the same object in memory, whereas the == operator compares the value or equality of two objects. Except when comparing to None, which means you should utilise the equality operators == and!= in the vast majority of situations.<\/p>\n<h2>Understanding the difference Between == and &#8216;is&#8217; in Python<\/h2>\n<ul>\n<li><a href=\"#Implementation\">Implementation<\/a><\/li>\n<li><a href=\"#Memory_Allocation\">Memory Allocation<\/a><\/li>\n<\/ul>\n<p>Explore more instances related to python concepts from\u00a0<a href=\"https:\/\/python-programs.com\/python-programming-examples-with-output\/\">Python Programming Examples<\/a>\u00a0Guide and get promoted from beginner to professional programmer level in Python Programming Language.<\/p>\n<h3 id=\"Implementation\">Difference #1: Implementation<\/h3>\n<blockquote><p>== compares the values of the two operands and returns True if they are the same, False otherwise.<br \/>\n<strong>is<\/strong> compares the object IDs of the two operands and returns True if they match.<\/p><\/blockquote>\n<p>But what exactly is an object ID? In memory, each object is assigned an ID, and two variables can point to the same item, giving them the same object ID.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">listone = [\"this\", \"is\", \"BTechGeeks\"]\r\nlisttwo = [\"this\", \"is\", \"BTechGeeks\"]\r\nprint(listone == listtwo)\r\nprint(listone is listtwo)\r\n# assigning list two with list one\r\nlisttwo = listone\r\nprint(\"After assigning list two with list one:\")\r\n# using is\r\nprint(listone is listtwo)\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">True\r\nFalse\r\nAfter assigning list two with list one:\r\nTrue<\/pre>\n<p>In the preceding example, there are two lists in memory at first, but they contain the identical values.<\/p>\n<p>== compares values and returns True if the operation is successful.<br \/>\nHowever, it tests to see if they point to the same object, and because these lists do not link to the same object, it returns False.<br \/>\nAfter that, we set listwo equal to listone, which causes listwo to point to where listone is pointing, and it returns True.<br \/>\nAll of this is extremely different for integers, and in order to grasp this, we must first understand how objects are stored in memory.<\/p>\n<h3 id=\"Memory_Allocation\">Difference #2:Memory Allocation<\/h3>\n<p>Let us take a number and initialize it with 6 as below<\/p>\n<p><code class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\">number=6<\/code><\/p>\n<p>We know the number has the value 6, but how does it become stored in memory? In Python, each object has four memory parts:<\/p>\n<p><strong>Size<\/strong> \u2014 For each object, four bytes are reserved to store the object&#8217;s size.<br \/>\n<strong>Reference Count &#8211;<\/strong> For each object, 8 bytes are reserved to store the number of variables pointing to this object. And all of these objects will have this object&#8217;s object ID.<br \/>\n<strong>Object Type<\/strong> \u2014 For each object, 8 bytes are reserved to retain information indicating the type of object.<br \/>\n<strong>Object Value<\/strong> \u2014 An additional 8 bytes are reserved for each item and contain the object&#8217;s actual value.<\/p>\n<p>Object value and reference count are the two most significant items in the preceding list for this topic.<\/p>\n<p>So, for number = 6, there is an object in memory with object value 6 and reference count 1, indicating that the object has a value of 6 and one variable, in this case number, is pointing towards it.<\/p>\n<p>Let us now declare another variable as follows:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">number = 6\r\nnumber2 = number\r\nprint(number == number2)\r\nprint(number is number2)\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">True\r\nTrue<\/pre>\n<p>Now, something very fascinating will happen in memory: no new objects will be generated, and number 2 will also point to where number is pointing, and the object&#8217;s reference count will increase to 2.<\/p>\n<p>As a result, number and number 2 will have the same object ID, like the above output.<\/p>\n<p><strong>But what if we do as given below?<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">number = 6\r\nnumber2 = 6\r\nprint(number == number2)\r\nprint(number is number2)\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">True\r\nTrue<\/pre>\n<p><strong>Related Programs<\/strong>:<\/p>\n<ul>\n<li><a href=\"https:\/\/python-programs.com\/what-is-the-difference-between-final-and-immutable-in-java\/\">what is the difference between final and immutable in java<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-generate-a-dictionary-that-contains-numbers-between-1-and-n-in-the-form-x-xx\/\">python program to generate a dictionary that contains numbers between 1 and n in the form x xx<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-find-all-numbers-in-a-range-which-are-perfect-squares-and-sum-of-all-digits-in-the-number-is-less-than-10\/\">python program to find all numbers in a range which are perfect squares and sum of all digits in the number is less than 10<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-find-the-minimum-difference-between-the-index-of-two-given-elements-present-in-an-array\/\">python program to find the minimum difference between the index of two given elements present in an array<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-search-strings-in-a-file-and-get-line-numbers-of-lines-containing-the-string\/\">python search strings in a file and get line numbers of lines containing the string<\/li>\n<li><a href=\"https:\/\/python-programs.com\/what-is-a-dictionary-in-python-and-why-do-we-need-it\/\">what is a dictionary in python and why do we need it<\/li>\n<li><a href=\"https:\/\/python-programs.com\/compare-and-get-differences-between-two-lists-in-python\/\">compare and get differences between two lists in python<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>In Python, the operators == and is do very similar functions, yet they are extremely different and deal with a very important concept: how Python saves its variables in memory. There is a small distinction between the Python identity operator (is) and the equality operator (==). When you use the Python is operator to compare &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/python-programs.com\/the-difference-between-and-is-in-python\/\"> <span class=\"screen-reader-text\">The Difference Between == and is in Python<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":7,"featured_media":7485,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"spay_email":"","jetpack_publicize_message":"","jetpack_is_tweetstorm":false,"jetpack_publicize_feature_enabled":true},"categories":[5],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The Difference Between == and is in Python - Python Programs<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/python-programs.com\/the-difference-between-and-is-in-python\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Difference Between == and is in Python - Python Programs\" \/>\n<meta property=\"og:description\" content=\"In Python, the operators == and is do very similar functions, yet they are extremely different and deal with a very important concept: how Python saves its variables in memory. 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