{"id":33692,"date":"2024-11-01T09:19:21","date_gmt":"2024-11-01T09:19:21","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=33692"},"modified":"2024-11-01T11:47:05","modified_gmt":"2024-11-01T11:47:05","slug":"python-coding-test-course-stack-and-queue","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/33692\/","title":{"rendered":"Python Coding Test Course, Stack and Queue"},"content":{"rendered":"<p><body><\/p>\n<h2>Table of Contents<\/h2>\n<ol>\n<li><a href=\"#intro\">1. Introduction<\/a><\/li>\n<li><a href=\"#stack\">2. Stack<\/a><\/li>\n<li><a href=\"#queue\">3. Queue<\/a><\/li>\n<li><a href=\"#problem\">4. Problem Description<\/a><\/li>\n<li><a href=\"#solution\">5. Solution Process<\/a><\/li>\n<li><a href=\"#conclusion\">6. Conclusion<\/a><\/li>\n<\/ol>\n<h2 id=\"intro\">1. Introduction<\/h2>\n<p>Two of the most fundamental data structures in learning programming are stacks and queues. These data structures have their own consistent operating principles and are frequently used in various algorithm problems. In this article, we will explain the concepts of stacks and queues and discuss algorithm problems that can be solved using them.<\/p>\n<h2 id=\"stack\">2. Stack<\/h2>\n<p>A stack is a data structure with a <strong>Last In First Out (LIFO)<\/strong> structure. The most recently inserted data is the first to be removed. The main operations of a stack include:<\/p>\n<ul>\n<li><code>push(item)<\/code>: Adds <code>item<\/code> to the top of the stack.<\/li>\n<li><code>pop()<\/code>: Removes and returns the item at the top of the stack.<\/li>\n<li><code>peek()<\/code>: Returns the item at the top of the stack without removing it.<\/li>\n<li><code>is_empty()<\/code>: Returns <code>True<\/code> if the stack is empty, otherwise returns <code>False<\/code>.<\/li>\n<\/ul>\n<h2 id=\"queue\">3. Queue<\/h2>\n<p>A queue is a data structure with a <strong>First In First Out (FIFO)<\/strong> structure. The first data inserted is the first to be removed. The main operations of a queue are as follows:<\/p>\n<ul>\n<li><code>enqueue(item)<\/code>: Adds <code>item<\/code> to the end of the queue.<\/li>\n<li><code>dequeue()<\/code>: Removes and returns the item at the front of the queue.<\/li>\n<li><code>peek()<\/code>: Returns the item at the front of the queue without removing it.<\/li>\n<li><code>is_empty()<\/code>: Returns <code>True<\/code> if the queue is empty, otherwise returns <code>False<\/code>.<\/li>\n<\/ul>\n<h2 id=\"problem\">4. Problem Description<\/h2>\n<p>The problem we will solve this time is <strong>Validating Parentheses using Stacks and Queues<\/strong>. The problem is as follows:<\/p>\n<blockquote>\n<p>Write a function to check if a given string consisting only of parentheses is valid. A valid parentheses expression is one where all opened parentheses are closed correctly and each closing parenthesis matches an opened parenthesis.<\/p>\n<\/blockquote>\n<h3>Input<\/h3>\n<p>The input will be a single string consisting of the following parentheses:<\/p>\n<ul>\n<li>&#8216;(&#8216;<\/li>\n<li>&#8216;)&#8217;<\/li>\n<li>&#8216;{&#8216;<\/li>\n<li>&#8216;}&#8217;<\/li>\n<li>&#8216;[&#8216;<\/li>\n<li>&#8216;]&#8217;<\/li>\n<\/ul>\n<h3>Output<\/h3>\n<p>Return <code>True<\/code> if all parentheses are correctly closed, otherwise return <code>False<\/code>.<\/p>\n<h2 id=\"solution\">5. Solution Process<\/h2>\n<p>To solve this problem, we will use a stack. We will process each character of the input string, adding opened parentheses to the stack and checking for matching opened parentheses when closing parentheses appear. The following is the process of solving the problem:<\/p>\n<h3>Step 1: Initialize the Stack<\/h3>\n<p>We initialize an empty list to use as a stack to traverse each character of the string.<\/p>\n<h3>Step 2: Set Up Parentheses Mapping<\/h3>\n<p>We create a dictionary to define the relationship between opened and closed parentheses.<\/p>\n<h3>Step 3: Traverse the String<\/h3>\n<p>We traverse the string character by character, adding opened parentheses to the stack. If a closing parenthesis appears, we check for matching with the top element of the stack.<\/p>\n<h3>Step 4: Check Stack Status<\/h3>\n<p>After traversing the string, if there are no contents left in the stack, it indicates that all parentheses are correctly closed.<\/p>\n<h3>Python Code Implementation<\/h3>\n<pre><code>\ndef is_valid_parentheses(s: str) -> bool:\n    stack = []\n    mapping = {\")\": \"(\", \"}\": \"{\", \"]\": \"[\"}\n    \n    for char in s:\n        if char in mapping:  # In case of a closing parenthesis\n            top_element = stack.pop() if stack else '#'  # Pop from the stack\n            if mapping[char] != top_element:  # Check mapping\n                return False\n        else:  # In case of an opening parenthesis\n            stack.append(char)  # Add to the stack\n    \n    return not stack  # If the stack is empty, return True, otherwise return False\n    <\/code><\/pre>\n<h3>Step-by-Step Explanation<\/h3>\n<p>Now, let\u2019s delve into each step in more detail.<\/p>\n<h4>Stack Initialization<\/h4>\n<p>We initialize the stack as an empty list with &#8220;stack = []&#8220;. The stack is used to check if the parentheses are opened and closed in the correct order.<\/p>\n<h4>Setting Up Parentheses Mapping<\/h4>\n<p>We define the mapping of each closing parenthesis to its corresponding opening parenthesis by creating a dictionary: &#8220;mapping = {&#8220;)&#8221;: &#8220;(&#8220;, &#8220;}&#8221;: &#8220;{&#8220;, &#8220;]&#8221;: &#8220;[&#8220;}&#8220;. This mapping is used for comparison when encountering closing parentheses.<\/p>\n<h4>Traversing the String<\/h4>\n<p>We use a for loop to traverse the string character by character. If the character is a closing parenthesis, we pop an element from the stack and compare it with the mapped opening parenthesis. If there is no match, it is invalid, and we return <code>False<\/code>. If the character is an opening parenthesis, we add it to the stack.<\/p>\n<h4>Checking Stack Status<\/h4>\n<p>If the stack is empty after complete traversal, it indicates that all opened parentheses are matched correctly. Thus, <code>return not stack<\/code> returns <code>True<\/code> if the stack is empty, otherwise it returns <code>False<\/code>.<\/p>\n<h2 id=\"conclusion\">6. Conclusion<\/h2>\n<p>In this tutorial, we first examined the basic concepts of stacks and queues, and then discussed the process of solving the parentheses validation problem using a stack. Stacks, with their LIFO structure, are useful in various algorithm problems, and understanding and utilizing them is very important for preparing for coding tests.<\/p>\n<p>Queues are also important data structures that operate in a FIFO manner and can be applied to many problems. Stacks and queues form the basis for solving coding problems, and a good understanding of these data structures is often required. Based on the content discussed in this article, I hope you practice by solving more problems to build your skills.<\/p>\n<p><\/body><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Table of Contents 1. Introduction 2. Stack 3. Queue 4. Problem Description 5. Solution Process 6. Conclusion 1. Introduction Two of the most fundamental data structures in learning programming are stacks and queues. These data structures have their own consistent operating principles and are frequently used in various algorithm problems. In this article, we will &hellip; <a href=\"https:\/\/atmokpo.com\/w\/33692\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;Python Coding Test Course, Stack and Queue&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[145],"tags":[],"class_list":["post-33692","post","type-post","status-publish","format-standard","hentry","category-python-coding-test"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python Coding Test Course, Stack and Queue - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/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:\/\/atmokpo.com\/w\/33692\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python Coding Test Course, Stack and Queue - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"Table of Contents 1. 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