{"id":5872,"date":"2021-05-16T10:43:41","date_gmt":"2021-05-16T05:13:41","guid":{"rendered":"https:\/\/python-programs.com\/?p=5872"},"modified":"2021-11-22T18:42:37","modified_gmt":"2021-11-22T13:12:37","slug":"how-to-reverse-a-1d-2d-numpy-array-using-np-flip-and-operator-in-python","status":"publish","type":"post","link":"https:\/\/python-programs.com\/how-to-reverse-a-1d-2d-numpy-array-using-np-flip-and-operator-in-python\/","title":{"rendered":"How to Reverse a 1D &amp; 2D numpy array using np.flip() and [] operator in Python"},"content":{"rendered":"<h2>Reversing a 1D and 2D numpy array using np.flip() and [] operator in Python.<\/h2>\n<h3>Reverse 1D Numpy array using &#8216;[]&#8217; operator :<\/h3>\n<p>By not passing any start or end parameter, so by default complete array is picked. And as step size is -1, so elements selected from last to first.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Program :\r\n\r\nimport numpy as sc\r\n\r\n# Creating a numpy array\r\nnum_arr = sc.array([11,22,33,44,55,66])\r\n\r\nprint('Original Array: ',num_arr)\r\n\r\n# To get reverse of numpy array\r\nrev_arr = num_arr[::-1]\r\n\r\nprint('Reversed Array : ', rev_arr)<\/pre>\n<pre>Output :\r\nOriginal Array:\u00a0 [11 22 33 44 55 66]\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \r\nReversed Array :\u00a0 [66 55 44 33 22 11]<\/pre>\n<h3>Reverse Array is View Only :<\/h3>\n<p>Here if we do any modification in reversed array, it will also be reflected in original array.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Program :\r\n\r\nimport numpy as sc\r\n\r\n# Creatin a numpy array\r\nnum_arr = sc.array([11,22,33,44,55,66])\r\n\r\n# To get reverse of numpy array\r\nrev_arr = num_arr[::-1]\r\nrev_arr[4]=63\r\n\r\nprint('Modified reversed Array : ', rev_arr)\r\nprint('Original array is: ',num_arr)<\/pre>\n<pre>Output :\r\nModified reversed Array :\u00a0 [66 55 44 33 63 11]\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \r\nOriginal array is:\u00a0 [11 63 33 44 55 66]<\/pre>\n<h3>Reverse Numpy array using np.flip() :<\/h3>\n<p><code>flip()<\/code> function provided by Python&#8217;s numpy module helps to flip or reverse the content of numpy array.<\/p>\n<pre>Syntax : numpy.flip(arr, axis=None)<\/pre>\n<p>where,<\/p>\n<ul>\n<li><strong>arr :<\/strong>\u00a0 A numpy array<\/li>\n<li><strong>axis :<\/strong> Axis along which contents need to be flipped. If <code>None<\/code>, contents will be flipped along axis of array.<\/li>\n<\/ul>\n<h3>Reverse 1D Numpy array using np.flip() :<\/h3>\n<p>Here as it is 1 -D Numpy array, there is no need of axis parameter.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Program :\r\n\r\nimport numpy as sc\r\n\r\n# To create a Numpy array\r\nnum_arr = sc.array([11,22,33,44,55])\r\n\r\nprint('Original array: ',num_arr)\r\n\r\n# To get reverse of numpy array\r\nrev_arr = sc.flip(num_arr)\r\n\r\nprint('Reversed Array is : ', rev_arr)<\/pre>\n<pre>Output :\r\nOriginal array:\u00a0 [11 22 33 44 55]\r\nReversed Array is :\u00a0 [55 44 33 22 11]<\/pre>\n<h3>Reverse 2D Numpy Array using np.flip() :<\/h3>\n<h4>Reverse contents in all rows and all columns of 2D Numpy Array :<\/h4>\n<p>Here we don&#8217;t provide parameter in <code>np.flip()<\/code> function, then contents will be reversed along the axes of 2-D Numpy array.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Program :\r\n\r\nimport numpy as sc\r\n\r\n# to create a 2D Numpy array\r\ntwoD_Arr = sc.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]])\r\n\r\nprint('Original Array is: ',twoD_Arr)\r\n\r\n# to reverse 2D numpy array\r\nrev_Arr = sc.flip(twoD_Arr)\r\n\r\nprint('Reversed Array : ')\r\nprint(rev_Arr)<\/pre>\n<pre>Output :\r\nOriginal Array is:\r\n[[1 2 3]\r\n[4 5 6]\r\n[7 8 9]]\r\nReversed Array :\r\n[[9 8 7]\r\n[6 5 4]\r\n[3 2 1]]<\/pre>\n<h4>Reverse contents of all rows only in 2D Numpy Array :<\/h4>\n<p>If we provide axix parameter i.e. <code>axis=1<\/code>, then rows of array will be reversed.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Program :\r\n\r\nimport numpy as sc\r\n\r\n# to create a 2D Numpy array\r\ntwoD_Arr = sc.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]])\r\n\r\nprint('Original Array is: ',twoD_Arr)\r\n\r\n# to reverse the content of each row in array\r\nrev_Arr = sc.flip(twoD_Arr, axis=1)\r\n\r\nprint('Reversed Array : ')\r\nprint(rev_Arr)<\/pre>\n<pre>Output :\r\nOriginal Array is:\u00a0 [[1 2 3]\r\n[4 5 6]\r\n[7 8 9]]\r\nReversed Array :\r\n[[3 2 1]\r\n[6 5 4]\r\n[9 8 7]]<\/pre>\n<h4>Reverse contents of all columns only in 2D Numpy Array :<\/h4>\n<p>If we provide axix parameter i.e. <code>axis=0<\/code>, then rows of array will be reversed.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Program :\r\n\r\nimport numpy as sc\r\n\r\n# to create a 2D Numpy array\r\ntwoD_Arr = sc.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]])\r\n\r\nprint('Original Array is: ',twoD_Arr)\r\n\r\n# to reverse the content of each column in array\r\nrev_Arr = sc.flip(twoD_Arr, axis=0)\r\n\r\nprint('Reversed Array : ')\r\nprint(rev_Arr)<\/pre>\n<pre>Output :\r\nOriginal Array is:\r\n[[1 2 3]\r\n[4 5 6]\r\n[7 8 9]]\r\nReversed Array :\r\n[[7 8 9]\r\n[4 5 6]\r\n[1 2 3]]<\/pre>\n<h4>Reverse contents of only one row in 2D Numpy Array :<\/h4>\n<p>Let, we want to reverse only 1st row of a Numpy array.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Program :\r\n\r\nimport numpy as sc\r\n\r\n# to create a 2D Numpy array\r\ntwoD_Arr = sc.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]])\r\n\r\nprint('Original Array is: ',twoD_Arr)\r\n\r\n# to reverse only 1st row\r\ntwoD_Arr[0] = sc.flip(twoD_Arr[0])\r\n\r\nprint('Reversed Array : ')\r\nprint(twoD_Arr)<\/pre>\n<pre>Output :\r\nOriginal Array is:\r\n[[1 2 3]\r\n[4 5 6]\r\n[7 8 9]]\r\nReversed Array :\r\n[[3 2 1]\r\n[4 5 6]\r\n[7 8 9]]<\/pre>\n<h4>Reverse contents of only one column in 2D Numpy Array :<\/h4>\n<p>Let, we want to reverse only 3rd column of a Numpy array.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Program :\r\n\r\nimport numpy as sc\r\n\r\n# to create a 2D Numpy array\r\ntwoD_Arr = sc.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]])\r\n\r\nprint('Original Array is: ',twoD_Arr)\r\n\r\n# to reverse the content of 3rd column in array\r\ntwoD_Arr[:,2] = sc.flip(twoD_Arr[:,2])\r\n\r\nprint('Reversed Array : ')\r\nprint(twoD_Arr)<\/pre>\n<pre>Output :\r\nOriginal Array is:\r\n[[1 2 3]\r\n[4 5 6]\r\n[7 8 9]]\r\nReversed Array :\r\n[[1 2 9]\r\n[4 5 6]\r\n[7 8 3]]<\/pre>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Reversing a 1D and 2D numpy array using np.flip() and [] operator in Python. Reverse 1D Numpy array using &#8216;[]&#8217; operator : By not passing any start or end parameter, so by default complete array is picked. And as step size is -1, so elements selected from last to first. # Program : import numpy &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/python-programs.com\/how-to-reverse-a-1d-2d-numpy-array-using-np-flip-and-operator-in-python\/\"> <span class=\"screen-reader-text\">How to Reverse a 1D &amp; 2D numpy array using np.flip() and [] operator in Python<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":9,"featured_media":0,"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>How to Reverse a 1D &amp; 2D numpy array using np.flip() and [] operator 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\/how-to-reverse-a-1d-2d-numpy-array-using-np-flip-and-operator-in-python\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Reverse a 1D &amp; 2D numpy array using np.flip() and [] operator in Python - Python Programs\" \/>\n<meta property=\"og:description\" content=\"Reversing a 1D and 2D numpy array using np.flip() and [] operator in Python. Reverse 1D Numpy array using &#8216;[]&#8217; operator : By not passing any start or end parameter, so by default complete array is picked. 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Reverse 1D Numpy array using &#8216;[]&#8217; operator : By not passing any start or end parameter, so by default complete array is picked. And as step size is -1, so elements selected from last to first. # Program : import numpy &hellip; How to Reverse a 1D &amp; 2D numpy array using np.flip() and [] operator in Python Read More &raquo;","og_url":"https:\/\/python-programs.com\/how-to-reverse-a-1d-2d-numpy-array-using-np-flip-and-operator-in-python\/","og_site_name":"Python Programs","article_publisher":"https:\/\/www.facebook.com\/btechgeeks","article_published_time":"2021-05-16T05:13:41+00:00","article_modified_time":"2021-11-22T13:12:37+00:00","twitter_card":"summary_large_image","twitter_creator":"@btech_geeks","twitter_site":"@btech_geeks","twitter_misc":{"Written by":"Satyabrata Jena","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Organization","@id":"https:\/\/python-programs.com\/#organization","name":"BTech Geeks","url":"https:\/\/python-programs.com\/","sameAs":["https:\/\/www.instagram.com\/btechgeeks\/","https:\/\/www.linkedin.com\/in\/btechgeeks","https:\/\/in.pinterest.com\/btechgeek\/","https:\/\/www.youtube.com\/channel\/UC9MlCqdJ3lKqz2p5114SDIg","https:\/\/www.facebook.com\/btechgeeks","https:\/\/twitter.com\/btech_geeks"],"logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/python-programs.com\/#\/schema\/logo\/image\/","url":"https:\/\/python-programs.com\/wp-content\/uploads\/2020\/11\/BTechGeeks.png","contentUrl":"https:\/\/python-programs.com\/wp-content\/uploads\/2020\/11\/BTechGeeks.png","width":350,"height":70,"caption":"BTech Geeks"},"image":{"@id":"https:\/\/python-programs.com\/#\/schema\/logo\/image\/"}},{"@type":"WebSite","@id":"https:\/\/python-programs.com\/#website","url":"https:\/\/python-programs.com\/","name":"Python Programs","description":"Python Programs with Examples, How To Guides on Python","publisher":{"@id":"https:\/\/python-programs.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/python-programs.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/python-programs.com\/how-to-reverse-a-1d-2d-numpy-array-using-np-flip-and-operator-in-python\/#webpage","url":"https:\/\/python-programs.com\/how-to-reverse-a-1d-2d-numpy-array-using-np-flip-and-operator-in-python\/","name":"How to Reverse a 1D &amp; 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