{"id":25583497,"date":"2024-05-17T18:01:48","date_gmt":"2024-05-17T12:31:48","guid":{"rendered":"https:\/\/entri.app\/blog\/?p=25583497"},"modified":"2024-05-18T12:02:23","modified_gmt":"2024-05-18T06:32:23","slug":"python-technical-interview-questions","status":"publish","type":"post","link":"https:\/\/entri.app\/blog\/python-technical-interview-questions\/","title":{"rendered":"Python Technical Interview Questions (2024)"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_79_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69df6de11bf87\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69df6de11bf87\"  aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/entri.app\/blog\/python-technical-interview-questions\/#Introduction\" >Introduction<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/entri.app\/blog\/python-technical-interview-questions\/#What_is_python\" >What is python?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/entri.app\/blog\/python-technical-interview-questions\/#Top_Python_Technical_Interview_Questions\" >Top Python Technical Interview Questions<\/a><\/li><\/ul><\/nav><\/div>\n<p>A thorough grasp of Python&#8217;s foundations, libraries, and best practices is necessary to prepare for a technical interview in the language. Whether you&#8217;re a novice or an experienced Python developer, this book will help you answer the most often asked Python Technical Interview questions.<\/p>\n<p>We&#8217;ll go over a number of subjects that are frequently asked in technical Python interviews in this article. Our curriculum covers everything from fundamental syntax and data structures to more complex ideas like object-oriented programming and algorithm design. With this knowledge, you&#8217;ll be ready to crush your next interview.<\/p>\n<p style=\"text-align: center\"><strong><a class=\"in-cell-link\" href=\"https:\/\/entri.app\/course\/full-stack-developer-course\/\" target=\"_blank\" rel=\"noopener\">Experience the power of our python programming course with a free demo \u2013 enroll now!<\/a><\/strong><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Introduction\"><\/span><span data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Introduction\\nWhat is python\\nTop python Technical interview questions\\n\\n&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:769,&quot;3&quot;:{&quot;1&quot;:0},&quot;11&quot;:4,&quot;12&quot;:0}\"><strong>Introduction<\/strong><br \/>\n<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Guido van Rossum created Python, which was initially made available on February 20, 1991. Being interpretive in nature, it is one of the most popular and frequently used programming languages, offering flexibility in integrating dynamic semantics. It has a relatively straightforward syntax and is free and open-source. Python learning is made easier for developers as a result. Python is mostly used for general-purpose programming, but it can also support object-oriented programming.<\/p>\n<p>Python is becoming more and more popular because of its ease of use and capacity to accomplish more tasks with fewer lines of code. Python&#8217;s ability to enable strong calculations utilising strong libraries makes it useful in a variety of other disciplines, including machine learning, artificial intelligence, web development, and web scraping.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_is_python\"><\/span><span data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Introduction\\nWhat is python\\nTop python Technical interview questions\\n\\n&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:769,&quot;3&quot;:{&quot;1&quot;:0},&quot;11&quot;:4,&quot;12&quot;:0}\"><strong>What is python?<\/strong><br \/>\n<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Python is a programming language that facilitates the execution of specified tasks on a computer by giving it commands in the form of programmes. It&#8217;s an object-oriented, high-level programming language with interpreted capabilities. Beginners found it to be an obvious choice to begin their programming career because of its syntax, which is easy to understand.<\/p>\n<p>Python is an object-oriented, interpreted programming language that is also regarded as high-level. Python is used by people for software development, web development, and competitive programming. It is suggested for those who are new to the field of software engineering because of its simplest syntax. Because of its many applications in contemporary technological domains such as Data Science, Machine Learning, and Automation Tasks, its demand is expanding at an extremely fast rate.<\/p>\n<p style=\"text-align: center\"><strong><a class=\"in-cell-link\" href=\"https:\/\/entri.app\/course\/full-stack-developer-course\/\" target=\"_blank\" rel=\"noopener\">Experience the power of our python programming course with a free demo \u2013 enroll now!<\/a><\/strong><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Top_Python_Technical_Interview_Questions\"><\/span><strong>Top Python Technical Interview Questions<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h5><strong>Q. To find the sum of a list of numbers, write a Python programme.<\/strong><\/h5>\n<p><strong>Answer:<\/strong><\/p>\n<section id=\"program-which-takes-a-sequence-of-numbers-and-check-if-all-numbers-are-unique\" class=\"ibpage-article-header\">\n<article class=\"ibpage-article\">\n<pre><code class=\"language-python hljs\"><span class=\"hljs-function\"><span class=\"hljs-keyword\"><code class=\"python keyword\">def<\/code> <code class=\"python functions\">sum<\/code><code class=\"python plain\">(num):\r\n<code class=\"python keyword\">if<\/code> <code class=\"python functions\">len<\/code>(num) <code class=\"python keyword\">=<\/code><code class=\"python keyword\">=<\/code> <code class=\"python value\">1<\/code>: <code class=\"python keyword\">return<\/code> num[<code class=\"python value\">0<\/code>] <code class=\"python comments\"># The total result will equal the element if the list has just one element.\r\n<code class=\"python keyword\">else<\/code>: <code class=\"python keyword\">return<\/code> num[<code class=\"python value\">0<\/code>] <code class=\"python keyword\">+<\/code> <code class=\"python functions\">sum<\/code>(num[<code class=\"python value\">1<\/code>:])<\/code> <code class=\"python functions\">print<\/code>(<code class=\"python functions\">sum<\/code>([<code class=\"python value\">2<\/code>, 3,<code class=\"python value\">4<\/code>, <code class=\"python value\">5<\/code>, <code class=\"python value\">6<\/code>, <code class=\"python value\">7<\/code>]))<\/code><\/span><\/span><\/code><\/pre>\n<\/article>\n<\/section>\n<div>\n<div id=\"highlighter_436766\" class=\"syntaxhighlighter python\">\n<h5><strong>Q. Write a palindrome checker using Python. Making use of an empty array for item assignment?<\/strong><\/h5>\n<p><strong>Answer:<\/strong><\/p>\n<section id=\"program-which-takes-a-sequence-of-numbers-and-check-if-all-numbers-are-unique\" class=\"ibpage-article-header\">\n<article class=\"ibpage-article\">\n<pre><code class=\"python plain\">string <\/code><code class=\"python keyword\">=<\/code> <code class=\"python string\">'Mome'\r\n\r\n<code class=\"python plain\">res <\/code><code class=\"python keyword\">=<\/code> <code class=\"python plain\">[]\r\n<code class=\"python keyword\">def<\/code> checker(a): res <code class=\"python keyword\">=<\/code> a[::<code class=\"python keyword\">-<\/code><code class=\"python value\">1<\/code>] <code class=\"python keyword\">if<\/code> res <code class=\"python keyword\">=<\/code><code class=\"python keyword\">=<\/code> a: <code class=\"python functions\">print<\/code>('Palindrome') <code class=\"python keyword\">else<\/code>: <code class=\"python functions\">print<\/code>(\"Word not a palindrome\") checker(string) Output: <code class=\"python keyword\">Word not<\/code> a palindrome<\/code><\/code><\/pre>\n<\/article>\n<\/section>\n<h5><strong>Q. Write\u00a0a Python programme that, without utilising the len() function, prints the length of an array.<\/strong><\/h5>\n<section id=\"program-which-takes-a-sequence-of-numbers-and-check-if-all-numbers-are-unique\" class=\"ibpage-article-header\">\n<article class=\"ibpage-article\">\n<pre><code class=\"python plain\">X <\/code><code class=\"python keyword\">=<\/code> <code class=\"python plain\">[<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">2<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">3<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">4<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">5<\/code><code class=\"python plain\">]\r\ncount <code class=\"python keyword\">=<\/code> <code class=\"python value\">0\r\n<code class=\"python keyword\">for<\/code> i <code class=\"python keyword\">in<\/code> X: count <code class=\"python keyword\">=<\/code> count <code class=\"python keyword\">+<\/code> 1 <code class=\"python functions\">print<\/code>(count)<\/code><\/code><\/pre>\n<\/article>\n<\/section>\n<p><strong>Output:<\/strong><br \/>\n5<\/p>\n<\/div>\n<\/div>\n<h5><strong>Q. Write a Python program to find the largest of two numbers?<\/strong><\/h5>\n<p><strong>Answer:\u00a0<\/strong><\/p>\n<section id=\"program-which-takes-a-sequence-of-numbers-and-check-if-all-numbers-are-unique\" class=\"ibpage-article-header\">\n<article class=\"ibpage-article\">\n<pre><code class=\"python plain\">a <\/code><code class=\"python keyword\">=<\/code> 4 <code class=\"python plain\">b <\/code><code class=\"python keyword\">=<\/code> 8 <code class=\"python functions\">print<\/code><code class=\"python plain\">(<\/code><code class=\"python string\">\"x is greater\"<\/code><code class=\"python plain\">) <\/code><code class=\"python keyword\">if<\/code> <code class=\"python plain\">a &gt; b <\/code><code class=\"python keyword\">else<\/code> <code class=\"python functions\">print<\/code><code class=\"python plain\">(<\/code><code class=\"python string\">'Both are equal'<\/code><code class=\"python plain\">) <\/code><code class=\"python keyword\">if<\/code> <code class=\"python plain\">a <\/code><code class=\"python keyword\">=<\/code><code class=\"python keyword\">=<\/code> <code class=\"python plain\">b <\/code><code class=\"python keyword\">else<\/code> <code class=\"python functions\">print<\/code><code class=\"python plain\">(<\/code><code class=\"python string\">'b is greater'<\/code><code class=\"python plain\">)\r\nOutput:\r\nb <code class=\"python keyword\">is<\/code> greater a <code class=\"python keyword\">=<\/code> 12 b <code class=\"python keyword\">=<\/code> 4 <code class=\"python functions\">print<\/code>(<code class=\"python string\">\"a is greater\"<\/code>) <code class=\"python keyword\">if<\/code> a &gt; b <code class=\"python keyword\">else<\/code> <code class=\"python functions\">print<\/code>(<code class=\"python string\">'Both are equal'<\/code>) <code class=\"python keyword\">if<\/code> a <code class=\"python keyword\">=<\/code><code class=\"python keyword\">=<\/code> b <code class=\"python keyword\">else<\/code> <code class=\"python functions\">print<\/code>( b<code class=\"python string\">is greater'<\/code>) Output: a <code class=\"python keyword\">is<\/code> greater a <code class=\"python keyword\">=<\/code> <code class=\"python value\">12\r\nb <code class=\"python keyword\">=<\/code> 12 <code class=\"python functions\">print<\/code>(<code class=\"python string\">\"a is greater\"<\/code>) <code class=\"python keyword\">if<\/code> a &gt; b <code class=\"python keyword\">else<\/code> <code class=\"python functions\">print<\/code>(<code class=\"python string\">'Both are equal'<\/code>) <code class=\"python keyword\">if<\/code> a <code class=\"python keyword\">=<\/code><code class=\"python keyword\">=<\/code> b <code class=\"python keyword\">else<\/code> <code class=\"python functions\">print<\/code>(<code class=\"python string\">'b is greater'<\/code>)<\/code><\/code><\/pre>\n<\/article>\n<\/section>\n<p><strong>Output:<\/strong><br \/>\nBoth a and b are equal<\/p>\n<h5><strong>Q. To determine whether the input is an Armstrong number or not, write a Python programme.<\/strong><\/h5>\n<p><strong>Answer:\u00a0<\/strong><\/p>\n<section id=\"program-which-takes-a-sequence-of-numbers-and-check-if-all-numbers-are-unique\" class=\"ibpage-article-header\">\n<article class=\"ibpage-article\">\n<pre><code class=\"python keyword\">def<\/code> <code class=\"python plain\">armstrong(num):\r\n<code class=\"python functions\">sum<\/code> <code class=\"python keyword\">=<\/code> <code class=\"python value\">0<\/code> temp <code class=\"python keyword\">=<\/code> num <code class=\"python keyword\">while<\/code> temp &gt; <code class=\"python value\">0<\/code>: x <code class=\"python keyword\">=<\/code> temp <code class=\"python keyword\">%<\/code> <code class=\"python value\">10\r\n<code class=\"python functions\">sum<\/code> <code class=\"python keyword\">=<\/code> <code class=\"python functions\">sum<\/code> <code class=\"python keyword\">+<\/code> a<code class=\"python keyword\">*<\/code><code class=\"python keyword\">*<\/code>3 temp <code class=\"python keyword\">=<\/code> temp <code class=\"python keyword\">\/<\/code><code class=\"python keyword\">\/<\/code> 10 <code class=\"python functions\">print<\/code>(<code class=\"python string\">\"armstrong\"<\/code>) <code class=\"python keyword\">if<\/code> <code class=\"python functions\">sum<\/code> <code class=\"python keyword\">=<\/code><code class=\"python keyword\">=<\/code> num <code class=\"python keyword\">else<\/code> <code class=\"python functions\">print<\/code>(<code class=\"python string\">\"not armstrong\"<\/code>) armstrong( 407)<\/code><\/code><\/pre>\n<\/article>\n<\/section>\n<p><strong>Output:<\/strong><br \/>\nThe number is Armstrong<\/p>\n<h5><strong>Q. Write a Python program to depict list comprehension?<\/strong><\/h5>\n<p><strong>Answer:\u00a0<\/strong><\/p>\n<p>Here&#8217;s a basic example of using list comprehension to generate a list.<\/p>\n<section id=\"program-which-takes-a-sequence-of-numbers-and-check-if-all-numbers-are-unique\" class=\"ibpage-article-header\">\n<article class=\"ibpage-article\">\n<pre>[a**2 for a in range(0,100,10)]<\/pre>\n<\/article>\n<\/section>\n<p><strong>Output:<\/strong><\/p>\n[0, 100, 400, 900, 1600, 2500, 3600, 4900, 6400, 8100]\n<h5><strong>Q. Write a Python program that will depict dictionary comprehension in Python?<\/strong><\/h5>\n<p><strong>Answer:\u00a0<\/strong><\/p>\n<p>Here&#8217;s a basic example of using list comprehension to generate a list.<\/p>\n<section id=\"program-which-takes-a-sequence-of-numbers-and-check-if-all-numbers-are-unique\" class=\"ibpage-article-header\">\n<article class=\"ibpage-article\">\n<pre>{a: a**2 for a in range(0,100,10)}<\/pre>\n<\/article>\n<\/section>\n<div>\n<div id=\"highlighter_767198\" class=\"syntaxhighlighter python\"><strong>Output:<\/strong><\/div>\n<\/div>\n<p>{0: 0,<br \/>\n10: 100,<br \/>\n20: 400,<br \/>\n30: 900,<br \/>\n40: 1600,<br \/>\n50: 2500,<br \/>\n60: 3600,<br \/>\n70: 4900,<br \/>\n80: 6400,<br \/>\n90: 8100}<\/p>\n<h5><strong>Q. Write a Python program to demonstrate abstraction in Python?<\/strong><\/h5>\n<p><strong>Answer:\u00a0<\/strong><\/p>\n<section id=\"program-which-takes-a-sequence-of-numbers-and-check-if-all-numbers-are-unique\" class=\"ibpage-article-header\">\n<article class=\"ibpage-article\">\n<pre><code class=\"python keyword\">from<\/code> <code class=\"python plain\">xyz <\/code><code class=\"python keyword\">import<\/code> <code class=\"python plain\">XYZ, abstractmethod<\/code> <code class=\"python keyword\">class<\/code> <code class=\"python plain\">X(XYZ):\r\n<code class=\"python decorator\">@abstractmethod\r\n<code class=\"python keyword\">def<\/code> <code class=\"python functions\">sum<\/code>(<code class=\"python color1\">self<\/code>): <code class=\"python keyword\">pass\r\n\r\nclass Y(X):\r\ndef <code class=\"python functions\">sum<\/code>(<code class=\"python color1\">self<\/code>, x, y): <code class=\"python color1\">self<\/code>.x = x <code class=\"python color1\">self<\/code>.y = y <\/code><\/code><\/code><code class=\"python keyword\">return<\/code> <code class=\"python color1\">self<\/code><code class=\"python plain\">.x <\/code><code class=\"python keyword\">\/<\/code><code class=\"python keyword\">\/<\/code> <code class=\"python color1\">self<\/code><code class=\"python plain\">.y\r\n\r\nobj <code class=\"python keyword\">=<\/code> Y() obj.<code class=\"python functions\">sum<\/code>(20,2)<\/code><\/pre>\n<\/article>\n<\/section>\n<p><strong>Output:<\/strong><br \/>\n10.<\/p>\n<h5><strong>Q. Write a Python program to find the largest of the two numbers using NumPy?<\/strong><\/h5>\n<p><strong>Answer:<\/strong><\/p>\n<p>Using the code below, we can extract the indices of N maximum values from a NumPy array:<\/p>\n<section id=\"program-which-takes-a-sequence-of-numbers-and-check-if-all-numbers-are-unique\" class=\"ibpage-article-header\">\n<article class=\"ibpage-article\">\n<pre><code class=\"python keyword\">import<\/code> <code class=\"python plain\">numpy as np\r\nar <code class=\"python keyword\">=<\/code> np.array([<code class=\"python value\">1<\/code>, 2, 3, <code class=\"python value\">4<\/code>, <code class=\"python value\">5<\/code>, <code class=\"python value\">6<\/code>]) <code class=\"python functions\">print<\/code>(ar.argsort()[<code class=\"python keyword\">-<\/code><code class=\"python value\">3<\/code>:][::<code class=\"python keyword\">-<\/code><code class=\"python value\">1<\/code>])<\/code><\/pre>\n<\/article>\n<\/section>\n<h5><strong>Q. What is the easiest way to calculate percentiles when using Python?<\/strong><\/h5>\n<p><strong>Answer:<\/strong><\/p>\n<p>Using NumPy arrays and associated functions to calculate percentiles in Python is the simplest and most effective method available.<\/p>\n<p>Look on the following example:<\/p>\n<section id=\"program-which-takes-a-sequence-of-numbers-and-check-if-all-numbers-are-unique\" class=\"ibpage-article-header\">\n<article class=\"ibpage-article\">\n<pre><code class=\"python keyword\">import<\/code> <code class=\"python plain\">numpy as np\r\nx <code class=\"python keyword\">=<\/code> np.array([<code class=\"python value\">1<\/code>,<code class=\"python value\">2<\/code>,<code class=\"python value\">3<\/code>,<code class=\"python value\">4<\/code>,<code class=\"python value\">5<\/code>,<code class=\"python value\">6<\/code>,<code class=\"python value\">7<\/code>]) y <code class=\"python keyword\">=<\/code> np.percentile(x, <code class=\"python value\">50<\/code>) <code class=\"python comments\">#Returns the 50th percentile, which is also the median\r\n<code class=\"python functions\">print<\/code>(y)<\/code><\/code><\/pre>\n<\/article>\n<\/section>\n<h5><strong>Q. Write a Python programme that, without the need for an iterative process, determines if a given string is a palindrome or not.<\/strong><\/h5>\n<p><strong>Answer:\u00a0<\/strong><\/p>\n<p>When a word, phrase, or sequence reads the same both forward and backward\u2014for example, Malayalam, Mom, madam etc.\u2014 it is called a palindrome.<\/p>\n<p>Look on the below code:<\/p>\n<section id=\"program-which-takes-a-sequence-of-numbers-and-check-if-all-numbers-are-unique\" class=\"ibpage-article-header\">\n<article class=\"ibpage-article\">\n<pre><span style=\"color: #000000\"><code class=\"python keyword\">def<\/code><\/span> <code class=\"python plain\">fun(string):\r\na1 <code class=\"python keyword\">=<\/code> string a <code class=\"python keyword\">=<\/code> string[::<code class=\"python keyword\">-<\/code><code class=\"python value\">1<\/code>] <code class=\"python keyword\">if<\/code> a1 <code class=\"python keyword\">=<\/code><code class=\"python keyword\">=<\/code> a: <code class=\"python keyword\">return<\/code> <code class=\"python color1\">True\r\n<code class=\"python keyword\">else<\/code>: <code class=\"python keyword\">return<\/code> False <code class=\"python functions\">print<\/code>(fun(<code class=\"python string\">\"malayalam\"<\/code>))<\/code><\/code><\/pre>\n<\/article>\n<\/section>\n<section id=\"write-python-function-which-takes-a-variable-number-of-arguments\" class=\"ibpage-article-header\">\n<h5><strong>Q. Write a function in Python that accepts an arbitrary amount of arguments.<\/strong><\/h5>\n<article class=\"ibpage-article\">A function prototype is a function that accepts variable arguments.Syntax:<\/p>\n<pre><code class=\"language-python hljs\"><span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">function_name<\/span>(<span class=\"hljs-params\">*arg_list<\/span>)<\/span><\/code><\/pre>\n<pre><code class=\"language-python hljs\"><span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">func<\/span>(<span class=\"hljs-params\">*var<\/span>):<\/span>\r\n   <span class=\"hljs-keyword\">for<\/span> x <span class=\"hljs-keyword\">in<\/span> var:\r\n       <span class=\"hljs-built_in\">print<\/span>(x)\r\nfunc(2)\r\nfunc(10,2,3)<\/code><\/pre>\n<p>Variable arguments in the function are represented by the * in the function argument.<\/p>\n<\/article>\n<\/section>\n<section id=\"program-which-takes-a-sequence-of-numbers-and-check-if-all-numbers-are-unique\" class=\"ibpage-article-header\">\n<h5><strong>Q. Write a programme (WAP) that accepts a series of numbers and determines whether or not each one is unique.<\/strong><\/h5>\n<article class=\"ibpage-article\">To accomplish this, use the set() method to convert the list to a set, then compare the length of the set to the original list. Return True if found to be equal.<\/p>\n<pre><code class=\"language-python hljs\"><span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">check_distinct<\/span>(<span class=\"hljs-params\">data_list<\/span>):<\/span>\r\n <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-built_in\">len<\/span>(data_list) == <span class=\"hljs-built_in\">len<\/span>(<span class=\"hljs-built_in\">set<\/span>(data_list)):\r\n   <span class=\"hljs-keyword\">return<\/span> <span class=\"hljs-literal\">True<\/span>\r\n <span class=\"hljs-keyword\">else<\/span>:\r\n   <span class=\"hljs-keyword\">return<\/span> <span class=\"hljs-literal\">False<\/span>;\r\n<span class=\"hljs-built_in\">print<\/span>(check_distinct([1,1,1,1]))     <span class=\"hljs-comment\">#Prints True<\/span>\r\n<span class=\"hljs-built_in\">print<\/span>(check_distinct([2,3,2,3,6,7])) <span class=\"hljs-comment\">#Prints False<\/span><\/code><\/pre>\n<\/article>\n<\/section>\n<section id=\"program-for-counting-the-number-of-every-character-of-a-given-text-file\" class=\"ibpage-article-header\">\n<h5><strong>Q. Write a program for counting the number of every character of a given text file.<\/strong><\/h5>\n<article class=\"ibpage-article\">The idea is to use programs and print module as shown below:<\/p>\n<pre><code class=\"language-python hljs\"><span class=\"hljs-keyword\">import<\/span> programs\r\n<span class=\"hljs-keyword\">import<\/span> pprint\r\n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">\"sample_file.txt\"<\/span>, <span class=\"hljs-string\">'q+'<\/span>) <span class=\"hljs-keyword\">as<\/span> data:\r\n count_data = collections.Counter(data.read().upper())\r\n count_value = pprint.pformat(count_data)\r\n<span class=\"hljs-built_in\">print<\/span>(count_value)<\/code><\/pre>\n<\/article>\n<\/section>\n<section id=\"program-to-check-and-return-the-pairs-of-a-given-array-a-whose-sum-value-is-equal-to-a-target-value-n\" class=\"ibpage-article-header\">\n<h5><strong>Q. Write a programme that will identify and return all pairs in a given array ar whose sum equals a desired number X.<\/strong><\/h5>\n<article class=\"ibpage-article\">Utilising the hashing phenomena makes this task simple. To find out the array&#8217;s current value, x, we can utilise a hash map. There is our pair if the map has the value (X-x).<\/p>\n<pre><code class=\"language-python hljs\"><span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">print_pairs<\/span>(<span class=\"hljs-params\">ar, X<\/span>):<\/span>\r\n   <span class=\"hljs-comment\"># hash set<\/span>\r\n   hash_set = <span class=\"hljs-built_in\">set<\/span>()\r\n    \r\n   <span class=\"hljs-keyword\">for<\/span> i <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(<span class=\"hljs-number\">0<\/span>, <span class=\"hljs-built_in\">len<\/span>(ar)):\r\n       val = X-ar[i]\r\n       <span class=\"hljs-keyword\">if<\/span> (val <span class=\"hljs-keyword\">in<\/span> hash_set):    <span class=\"hljs-comment\">#check if X-x is there in set, print the pair<\/span>\r\n           <span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"Pairs \"<\/span> + <span class=\"hljs-built_in\">str<\/span>(ar[i]) + <span class=\"hljs-string\">\", \"<\/span> + <span class=\"hljs-built_in\">str<\/span>(val))\r\n       hash_set.add(ar[i])\r\n\r\n<span class=\"hljs-comment\"># driver code<\/span>\r\nar = [2, 3, 20 , 4, 8, 5]\r\nX = 2 \r\nprint_pairs(ar, X)<\/code><\/pre>\n<\/article>\n<\/section>\n<section id=\"program-to-add-two-integers-greater-than-zero-without-using-the-plus-operator\" class=\"ibpage-article-header\">\n<h5><strong>Q. Create a programme that adds two numbers greater than 0 without requiring the plus sign.<\/strong><\/h5>\n<article class=\"ibpage-article\">To do this, bitwise operators can be used.<\/p>\n<pre><code class=\"language-python hljs\"><span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">add_X<\/span>(x1<span class=\"hljs-params\">, x2<\/span>):<\/span>\r\n   <span class=\"hljs-keyword\">while<\/span> x2 != <span class=\"hljs-number\">0<\/span>:\r\n       data = x1 &amp; x2\r\n       x1 = x1 ^ x2\r\n       x2 = data &lt;&lt; <span class=\"hljs-number\">1<\/span>\r\n   <span class=\"hljs-keyword\">return<\/span> x1\r\n<span class=\"hljs-built_in\">print<\/span>(add_X(<span class=\"hljs-number\">2<\/span>, 5))<\/code><\/pre>\n<\/article>\n<\/section>\n<section id=\"program-to-solve-the-given-equation-assuming-that-a-b-c-m-n-o-are-constants\" class=\"ibpage-article-header\">\n<h5><strong>Q. Assuming that a, b, c, x, y, and z are constants, write a programme to solve the preceding equation:<\/strong><\/h5>\n<article class=\"ibpage-article\">\n<pre><code class=\"language-python hljs\">a1 + b1 = c\r\nx1 + y1 = z<\/code><\/pre>\n<p>By solving the equation, we get:<\/p>\n<pre><code class=\"language-python hljs\">a, b, c, x, y, z = 4, 8, 5, <span class=\"hljs-number\">7<\/span>, 8, <span class=\"hljs-number\">4<\/span>\r\ntemp = a*y - b*x\r\n<span class=\"hljs-keyword\">if<\/span> y != <span class=\"hljs-number\">0<\/span>:\r\n   x = (c*y - b*z) \/ temp\r\n   y = (a*z - x*c) \/ temp\r\n   <span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-built_in\">str<\/span>(p), <span class=\"hljs-built_in\">str<\/span>(q)) <\/code><\/pre>\n<\/article>\n<\/section>\n<section id=\"program-to-match-a-string-that-has-the-letter-a-followed-by-4-to-8-b\" class=\"ibpage-article-header\">\n<h5><strong>Q. Write a programme that matches a string consisting of 2 to 4 &#8220;y&#8217;s&#8221; after the letter &#8220;x&#8221;.<\/strong><\/h5>\n<article class=\"ibpage-article\">Here, we may compare regex patterns using the Python re package.<\/p>\n<pre><code class=\"language-python hljs\"><span class=\"hljs-keyword\">import<\/span> pq\r\n<span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">match_text<\/span>(<span class=\"hljs-params\">txt_data<\/span>):<\/span>\r\n       pattern = <span class=\"hljs-string\">'xy{2,4}'<\/span>\r\n       <span class=\"hljs-keyword\">if<\/span> pq.search(pattern,  txt_data):    <span class=\"hljs-comment\">#search for pattern in txt_data<\/span>\r\n           <span class=\"hljs-keyword\">return<\/span> <span class=\"hljs-string\">'Match found'<\/span>\r\n       <span class=\"hljs-keyword\">else<\/span>:\r\n           <span class=\"hljs-keyword\">return<\/span>(<span class=\"hljs-string\">'Match not found'<\/span>)\r\n<span class=\"hljs-built_in\">print<\/span>(match_text(<span class=\"hljs-string\">\"xyz\"<\/span>))         <span class=\"hljs-comment\">#prints Match not found<\/span>\r\n<span class=\"hljs-built_in\">print<\/span>(match_text(<span class=\"hljs-string\">\"xyyz\"<\/span>))    <span class=\"hljs-comment\">#prints Match found<\/span><\/code><\/pre>\n<\/article>\n<\/section>\n<section id=\"program-to-convert-date-from-yyyy-mm-dd-format-to-dd-mm-yyyy-format\" class=\"ibpage-article-header\">\n<h5><strong>Q. Write a programme that converts dates in the format yyyy-mm-dd to dd-mm-yyyy.<\/strong><\/h5>\n<article class=\"ibpage-article\">Once more, we may convert the date string using the re module as demonstrated below:<\/p>\n<pre><code class=\"language-python hljs\"><span class=\"hljs-keyword\">import<\/span> pq\r\n<span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">transform_date_format<\/span>(<span class=\"hljs-params\">date<\/span>):<\/span>\r\n   <span class=\"hljs-keyword\">return<\/span> pq.sub(<span class=\"hljs-string\">r'(\\d{4})-(\\d{1,2})-(\\d{1,2})'<\/span>, <span class=\"hljs-string\">'\\\\3-\\\\2-\\\\1'<\/span>, date)\r\ndate_input = <span class=\"hljs-string\">\"2024-05-16\"<\/span>\r\n<span class=\"hljs-built_in\">print<\/span>(transform_date_format(date_input))<\/code><\/pre>\n<p>The datetime module can also be utilised as demonstrated below:<\/p>\n<pre><code class=\"language-python hljs\"><span class=\"hljs-keyword\">from<\/span> datet <span class=\"hljs-keyword\">import<\/span> datet\r\nnew_date = datet.strpt(<span class=\"hljs-string\">\"2024-05-16\"<\/span>, <span class=\"hljs-string\">\"%Y-%m-%d\"<\/span>).strftime(<span class=\"hljs-string\">\"%d:%m:%Y\"<\/span>)\r\n<span class=\"hljs-built_in\">print<\/span>(new_data)<\/code><\/pre>\n<\/article>\n<\/section>\n<section id=\"program-to-merge-dictionaries-in-python\" class=\"ibpage-article-header\">\n<h5><strong>Q. Create a programme that combines two distinct dictionaries. If you locate the same keys throughout the combining process, you can sum their values together. Give the updated dictionary.<\/strong><\/h5>\n<article class=\"ibpage-article\">The Counter method from the collections module is available to us.<\/p>\n<pre><code class=\"language-python hljs\"><span class=\"hljs-keyword\">from<\/span> collections <span class=\"hljs-keyword\">import<\/span> Counter\r\na1 = {<span class=\"hljs-string\">'key1'<\/span>: 100, <span class=\"hljs-string\">'key2'<\/span>: 200, <span class=\"hljs-string\">'key3'<\/span>:300}\r\na2 = {<span class=\"hljs-string\">'key1'<\/span>: 300, <span class=\"hljs-string\">'key2'<\/span>: 2<span class=\"hljs-number\">00<\/span>, <span class=\"hljs-string\">'key4'<\/span>:400}\r\nnew_dict = Counter(a1) + Counter(a2)\r\n<span class=\"hljs-built_in\">print<\/span>(new_dict)<\/code><\/pre>\n<\/article>\n<\/section>\n<h5 id=\"access-the-dataset-of-publicly-shared-spreadsheet-in-csv-format-stored-in-google-drive\" class=\"ibpage-article-header\"><strong>Q. How are you going to retrieve the dataset from a Google Drive spreadsheet that is publicly published and in CSV format?<\/strong><\/h5>\n<p class=\"ibpage-article-header\">After reading from the Google Drive link using the StringIO module from the io module, we can use the pandas library with the data source we had previously acq uired.<\/p>\n<article class=\"ibpage-article\">\n<pre><code class=\"language-python hljs\"><span class=\"hljs-keyword\">from<\/span> io <span class=\"hljs-keyword\">import<\/span> StringIO\r\n<span class=\"hljs-keyword\">import<\/span> pandas\r\ncsv_link = <span class=\"hljs-string\">\"https:\/\/docs.google.com\/spreadsheets\/d\/...\"<\/span>\r\ndata_source = StringIO.StringIO(requests.get(csv_link).content))\r\ndataframe = pd.read_csv(data_source)\r\n<span class=\"hljs-built_in\">print<\/span>(dataframe.head())<\/code><\/pre>\n<\/article>\n<h5><strong>Q. Write a Python programme that, given an array of 0s and 1s, will print the longest sequence of 1s.<\/strong><\/h5>\n<p><strong>Answer:<\/strong><\/p>\n<article class=\"ibpage-article\">\n<pre><code class=\"python plain\">a <\/code><code class=\"python keyword\">=<\/code> <code class=\"python plain\">[<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">0<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">0<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">,<\/code><code class=\"python value\">1<\/code><code class=\"python plain\">]\r\n<code class=\"python comments\"># Variable to Store the count of one\r\ncountofOne <code class=\"python keyword\">=<\/code> <code class=\"python value\">0\r\n# Variable to Store the previous count only if the countofOne is greater than the LastCountofOne\r\nLastCountofOne <code class=\"python keyword\">=<\/code> 0 \r\n\r\n# For Loop to traverse through all the element in the array \r\n<code class=\"python keyword\">for<\/code> i <code class=\"python keyword\">in<\/code> <code class=\"python functions\">range<\/code>(<code class=\"python functions\">len<\/code>(a)): \r\n<code class=\"python spaces\"><\/code># Check if the element is 1 \r\n<code class=\"python keyword\">if<\/code> a[i] <code class=\"python keyword\">=<\/code><code class=\"python keyword\">=<\/code> 1:\r\n# Count increased by 1 \r\ncountofOne <code class=\"python keyword\">+<\/code><code class=\"python keyword\">=<\/code> 1 <code class=\"python spaces\">\u00a0\u00a0\r\n<\/code><code class=\"python keyword\">else<\/code>: <code class=\"python spaces\">\u00a0\r\n<\/code># Checking if countofOne &amp;amp;gt; LastCountofOne \r\n<code class=\"python keyword\">if<\/code>(LastCountofOne &amp;amp;lt; countofOne): \r\n# Swapping the value to LastCountofOne if the above condition is True\r\n# Set countofOne to zero as we are interrupted by zero \r\ncountofOne <code class=\"python keyword\">=<\/code> 0\r\n\r\n# Comparing the last value of countofOne with LastCountofOne \r\n<code class=\"python keyword\">if<\/code>(LastCountofOne &amp;amp;gt; countofOne):\r\n# Print LastCountofOne \r\n<code class=\"python functions\">print<\/code>(LastCountofOne) \r\n<code class=\"python keyword\">else<\/code>:\r\n# Print countofOne \r\n<code class=\"python functions\">print<\/code>(countofOne)<\/code><\/code><\/code><\/pre>\n<\/article>\n<p><b>Output:<\/b><br \/>\n8<\/p>\n<h5><strong>Q. Create a function that takes an array as input and outputs distinct lists with even and odd elements in them.<\/strong><\/h5>\n<p><strong>Answer:<\/strong><\/p>\n<p>Let&#8217;s examine the programme; in this case, our strategy is expressed as follows:<\/p>\n<ul>\n<li>Verify whether the supplied element is odd or even.<\/li>\n<li>Provide two distinct lists with elements that are even and odd.<\/li>\n<\/ul>\n<article class=\"ibpage-article\">\n<pre><code class=\"python comments\"># Defining a Function\r\n<code class=\"python keyword\">def<\/code> <code class=\"python plain\">EvenOdd(Data):\r\n# Checking if the number is even\r\n<code class=\"python functions\">print<\/code>([x <code class=\"python keyword\">for<\/code> x <code class=\"python keyword\">in<\/code> Data <code class=\"python keyword\">if<\/code> x<code class=\"python keyword\">%<\/code><code class=\"python value\">2<\/code> <code class=\"python keyword\">=<\/code><code class=\"python keyword\">=<\/code> <code class=\"python value\">0<\/code>])\r\n# Cheking if the number is odd \r\n<code class=\"python spaces\"><\/code><code class=\"python functions\">print<\/code>([x <code class=\"python keyword\">for<\/code> x <code class=\"python keyword\">in<\/code> Data <code class=\"python keyword\">if<\/code> x<code class=\"python keyword\">%<\/code><code class=\"python value\">2<\/code> !<code class=\"python keyword\">=<\/code> <code class=\"python value\">0<\/code>])\r\n# Sample Data Data <code class=\"python keyword\">=<\/code> [<code class=\"python value\">1<\/code>,<code class=\"python value\">2<\/code>,<code class=\"python value\">3<\/code>,<code class=\"python value\">4<\/code>,<code class=\"python value\">5<\/code>,<code class=\"python value\">6<\/code>,<code class=\"python value\">7<\/code>,<code class=\"python value\">8<\/code>,<code class=\"python value\">9<\/code>,<code class=\"python value\">10<\/code>] # Function Call EvenOdd(Data)<\/code><\/code><\/pre>\n<\/article>\n<p><b>Output:<\/b><\/p>\n[2, 4, 6, 8, 10]\n[1, 3, 5, 7, 9]\n<p style=\"text-align: center\"><strong><a class=\"in-cell-link\" href=\"https:\/\/entri.app\/course\/full-stack-developer-course\/\" target=\"_blank\" rel=\"noopener\">Experience the power of our python programming course with a free demo \u2013 enroll now!<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A thorough grasp of Python&#8217;s foundations, libraries, and best practices is necessary to prepare for a technical interview in the language. Whether you&#8217;re a novice or an experienced Python developer, this book will help you answer the most often asked Python Technical Interview questions. We&#8217;ll go over a number of subjects that are frequently asked [&hellip;]<\/p>\n","protected":false},"author":100,"featured_media":25583532,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[802,1888],"tags":[],"class_list":["post-25583497","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles","category-python-programming"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python Technical Interview Questions (2024) - Entri Blog<\/title>\n<meta name=\"description\" content=\"Explore essential Python technical interview questions for 2024. 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