{"id":4657,"date":"2022-09-10T02:23:56","date_gmt":"2022-09-10T02:23:56","guid":{"rendered":"https:\/\/www.pythontutorial.net\/?page_id=4657"},"modified":"2022-09-10T02:35:24","modified_gmt":"2022-09-10T02:35:24","slug":"python-enumerate","status":"publish","type":"page","link":"https:\/\/www.pythontutorial.net\/python-built-in-functions\/python-enumerate\/","title":{"rendered":"Python enumerate"},"content":{"rendered":"\n<p><strong>Summary<\/strong>: in this tutorial, you will learn about the <code>enumerate()<\/code> function and how to use it to enumerate a sequence, iterator, or any other object that supports iteration.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id='introduction-to-the-python-enumerate-function'>Introduction to the Python enumerate() function <a href=\"#introduction-to-the-python-enumerate-function\" class=\"anchor\" id=\"introduction-to-the-python-enumerate-function\" title=\"Anchor for Introduction to the Python enumerate() function\">#<\/a><\/h2>\n\n\n\n<p>The following example defines a <a href=\"https:\/\/www.pythontutorial.net\/python-basics\/python-list\/\">list<\/a> of fruits and uses the <a href=\"https:\/\/www.pythontutorial.net\/python-basics\/python-for-loop-list\/\">for-in<\/a> loop to iterate over the list elements and print them out:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-1\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\">fruits = &#91;<span class=\"hljs-string\">'Apple'<\/span>, <span class=\"hljs-string\">'Orange'<\/span>, <span class=\"hljs-string\">'Strawberry'<\/span>]\n\n<span class=\"hljs-keyword\">for<\/span> fruit <span class=\"hljs-keyword\">in<\/span> fruits:\n    print(fruit)<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-1\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>Output:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-2\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\">Apple\nOrange    \nStrawberry<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-2\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>It works fine as expected.<\/p>\n\n\n\n<p>Sometimes, you want to add indices to the output. To do that, you may come up with a loop counter like this:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-3\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\">fruits = &#91;<span class=\"hljs-string\">'Apple'<\/span>, <span class=\"hljs-string\">'Orange'<\/span>, <span class=\"hljs-string\">'Strawberry'<\/span>]\n\nindex = <span class=\"hljs-number\">1<\/span>\n\n<span class=\"hljs-keyword\">for<\/span> fruit <span class=\"hljs-keyword\">in<\/span> fruits:\n    print(<span class=\"hljs-string\">f'<span class=\"hljs-subst\">{index}<\/span>.<span class=\"hljs-subst\">{fruit}<\/span>'<\/span>)\n    index += <span class=\"hljs-number\">1<\/span><\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-3\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>Output:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-4\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\"><span class=\"hljs-number\">1.<\/span>Apple\n<span class=\"hljs-number\">2.<\/span>Orange\n<span class=\"hljs-number\">3.<\/span>Strawberry<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-4\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>In this example, the index keeps track of the indices. This example also works as expected. But Python has a better solution with the <code>enumerate()<\/code> function:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-5\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\">fruits = &#91;<span class=\"hljs-string\">'Apple'<\/span>, <span class=\"hljs-string\">'Orange'<\/span>, <span class=\"hljs-string\">'Strawberry'<\/span>]\n\n<span class=\"hljs-keyword\">for<\/span> index, fruit <span class=\"hljs-keyword\">in<\/span> enumerate(fruits, start=<span class=\"hljs-number\">1<\/span>):\n    print(<span class=\"hljs-string\">f'<span class=\"hljs-subst\">{index}<\/span>.<span class=\"hljs-subst\">{fruit}<\/span>'<\/span>)<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-5\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>Output:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-6\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\"><span class=\"hljs-number\">1.<\/span>Apple\n<span class=\"hljs-number\">2.<\/span>Orange\n<span class=\"hljs-number\">3.<\/span>Strawberry<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-6\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>With the <code>enumerate()<\/code> function, you can achieve the same result with less code. Also, you don&#8217;t need to keep track of the index by increasing it in each iteration. <\/p>\n\n\n\n<p>The <code>enumerate()<\/code> is a built-in function with the following syntax:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-7\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\">enumerate(iterable, start=<span class=\"hljs-number\">0<\/span>)<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-7\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>The <code>enumerate()<\/code> function accepts two arguments:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><code>iterable<\/code> is a <a href=\"https:\/\/www.pythontutorial.net\/advanced-python\/python-sequences\/\">sequence<\/a>, an <a href=\"https:\/\/www.pythontutorial.net\/advanced-python\/python-iterators\/\">iterator<\/a>, or any object that supports the <a href=\"https:\/\/www.pythontutorial.net\/python-basics\/python-iterables\/\">iterable protocol<\/a>.<\/li><li><code>start<\/code> is the starting number from which the function starts counting. It defaults to zero.<\/li><\/ul>\n\n\n\n<p>The <code>enumerate()<\/code> function returns an enumerate object. The <code>__next__()<\/code> method of the returned enumerate object returns a tuple that contains a count and the value obtained from iterating over the iterable.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"639\" src=\"https:\/\/www.pythontutorial.net\/wp-content\/uploads\/2022\/09\/Python-enumerate-1024x639.png\" alt=\"Python enumerate\" class=\"wp-image-4667\" srcset=\"https:\/\/www.pythontutorial.net\/wp-content\/uploads\/2022\/09\/Python-enumerate-1024x639.png 1024w, https:\/\/www.pythontutorial.net\/wp-content\/uploads\/2022\/09\/Python-enumerate-300x187.png 300w, https:\/\/www.pythontutorial.net\/wp-content\/uploads\/2022\/09\/Python-enumerate-768x479.png 768w, https:\/\/www.pythontutorial.net\/wp-content\/uploads\/2022\/09\/Python-enumerate.png 1084w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>See the following example:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-8\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\">fruits = &#91;<span class=\"hljs-string\">'Apple'<\/span>, <span class=\"hljs-string\">'Orange'<\/span>, <span class=\"hljs-string\">'Strawberry'<\/span>]\n\ne = enumerate(fruits, start=<span class=\"hljs-number\">1<\/span>)\nprint(type(e))<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-8\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>In this example, the <code>enumerate()<\/code> function returns <code>e<\/code> which is an instance of the <code>enumerate<\/code> class:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-9\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\">&lt;<span class=\"hljs-class\"><span class=\"hljs-keyword\">class<\/span> '<span class=\"hljs-title\">enumerate<\/span>'&gt;<\/span><\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-9\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>The enumerate class has the <code>__next__()<\/code> method that returns a tuple:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-10\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\">fruits = &#91;<span class=\"hljs-string\">'Apple'<\/span>, <span class=\"hljs-string\">'Orange'<\/span>, <span class=\"hljs-string\">'Strawberry'<\/span>]\n\ne = enumerate(fruits, start=<span class=\"hljs-number\">1<\/span>)\n\nprint(e.__next__())<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-10\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>Output:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-11\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\">(<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-string\">'Apple'<\/span>)<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-11\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>If you keep calling the <code>__next__()<\/code> method, it&#8217;ll return the next counting number with the value from the list:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-12\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\">fruits = &#91;<span class=\"hljs-string\">'Apple'<\/span>, <span class=\"hljs-string\">'Orange'<\/span>, <span class=\"hljs-string\">'Strawberry'<\/span>]\n\ne = enumerate(fruits, start=<span class=\"hljs-number\">1<\/span>)\n\nprint(e.__next__())\nprint(e.__next__())\nprint(e.__next__())<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-12\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>Output:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-13\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\">(<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-string\">'Apple'<\/span>)\n(<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-string\">'Orange'<\/span>)\n(<span class=\"hljs-number\">3<\/span>, <span class=\"hljs-string\">'Strawberry'<\/span>)<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-13\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>When all items in the list are iterated, calling the <code>__next__()<\/code> method will raise a <code>StopIteration<\/code> exception:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-14\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\">fruits = &#91;<span class=\"hljs-string\">'Apple'<\/span>, <span class=\"hljs-string\">'Orange'<\/span>, <span class=\"hljs-string\">'Strawberry'<\/span>]\n\ne = enumerate(fruits, start=<span class=\"hljs-number\">1<\/span>)\n\nprint(e.__next__())\nprint(e.__next__())\nprint(e.__next__())\n\nprint(e.__next__())  <span class=\"hljs-comment\"># StopIteration<\/span><\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-14\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>The <code>enumerate()<\/code> is functionally equivalent to the following function:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-15\" data-shcb-language-name=\"Python\" data-shcb-language-slug=\"python\"><span><code class=\"hljs language-python\"><span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">enumerate<\/span><span class=\"hljs-params\">(iterable, start=<span class=\"hljs-number\">0<\/span>)<\/span>:<\/span>\n    index = start\n    <span class=\"hljs-keyword\">for<\/span> item <span class=\"hljs-keyword\">in<\/span> iterable:\n        <span class=\"hljs-keyword\">yield<\/span> index, item\n        index += <span class=\"hljs-number\">1<\/span><\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-15\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">Python<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">python<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<h2 class=\"wp-block-heading\" id='summary'>Summary <a href=\"#summary\" class=\"anchor\" id=\"summary\" title=\"Anchor for Summary\">#<\/a><\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>Use Python <code>enumerate()<\/code> function to get items of an iterable with a counter.<\/li><\/ul>\n<div class=\"helpful-block-content\" data-title=\"\">\n\t<header>\n\t\t<div class=\"wth-question\">Was this tutorial helpful ?<\/div>\n\t\t<div class=\"wth-thumbs\">\n\t\t\t<button\n\t\t\t\tdata-post=\"4657\"\n\t\t\t\tdata-post-url=\"https:\/\/www.pythontutorial.net\/python-built-in-functions\/python-enumerate\/\"\n\t\t\t\tdata-post-title=\"Python enumerate\"\n\t\t\t\tdata-response=\"1\"\n\t\t\t\tclass=\"wth-btn-rounded wth-yes-btn\"\n\t\t\t>\n\t\t\t\t<svg\n\t\t\t\t\txmlns=\"http:\/\/www.w3.org\/2000\/svg\"\n\t\t\t\t\tviewBox=\"0 0 24 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enumerate a sequence, iterator, or any other object that supports iteration.<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1055,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4657","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.pythontutorial.net\/wp-json\/wp\/v2\/pages\/4657","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.pythontutorial.net\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.pythontutorial.net\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.pythontutorial.net\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.pythontutorial.net\/wp-json\/wp\/v2\/comments?post=4657"}],"version-history":[{"count":0,"href":"https:\/\/www.pythontutorial.net\/wp-json\/wp\/v2\/pages\/4657\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.pythontutorial.net\/wp-json\/wp\/v2\/pages\/1055"}],"wp:attachment":[{"href":"https:\/\/www.pythontutorial.net\/wp-json\/wp\/v2\/media?parent=4657"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}