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structures","datastructures","data-structures","in data structures","in data structure","DataStructure","DataStructures","Node.js","CommonJS","ES6","UMD","esmodule","java.util","c++ stl","c++ std","Python collections","System.Collections.Generic","STL","stl","util","collection","Collection","collections","Collections"],"repository":{"type":"git","url":"git+https://github.com/zrwusa/data-structure-typed.git"},"description":"Trie, prefix tree","maintainers":[{"name":"zrwusa.org","email":"zrwusa@gmail.com"}],"readme":"![NPM](https://img.shields.io/npm/l/trie-typed)\n![GitHub top language](https://img.shields.io/github/languages/top/zrwusa/data-structure-typed)\n![npm](https://img.shields.io/npm/dw/trie-typed)\n![eslint](https://aleen42.github.io/badges/src/eslint.svg)\n![npm bundle size](https://img.shields.io/bundlephobia/minzip/trie-typed)\n![npm bundle size](https://img.shields.io/bundlephobia/min/trie-typed)\n![npm](https://img.shields.io/npm/v/trie-typed)\n\n# What\n\n## Brief\n\nThis is a standalone Trie data structure from the data-structure-typed collection. If you wish to access more data\nstructures or advanced features, you can transition to directly installing the\ncomplete [data-structure-typed](https://www.npmjs.com/package/data-structure-typed) package\n\n# How\n\n## install\n\n### npm\n\n```bash\nnpm i trie-typed --save\n```\n\n### yarn\n\n```bash\nyarn add trie-typed\n```\n\n### snippet\n\n\n[//]: # (No deletion!!! Start of Example Replace Section)\n\n### Trie isPrefix and isAbsolutePrefix checks\n```typescript\n const trie = new Trie(['tree', 'trial', 'trick', 'trip', 'trie']);\n\n    // Check if string is a prefix of any word\n    console.log(trie.hasPrefix('tri')); // true;\n    console.log(trie.hasPrefix('tr')); // true;\n    console.log(trie.hasPrefix('xyz')); // false;\n\n    // Check if string is an absolute prefix (not a complete word)\n    console.log(trie.hasPurePrefix('tri')); // true;\n    console.log(trie.hasPurePrefix('tree')); // false; // 'tree' is a complete word\n\n    // Verify size\n    console.log(trie.size); // 5;\n```\n\n### Trie for autocomplete search index\n```typescript\n // Trie is perfect for autocomplete: O(m + k) where m is prefix length, k is results\n    const searchIndex = new Trie(['typescript', 'javascript', 'python', 'java', 'rust', 'ruby', 'golang', 'kotlin']);\n\n    // User types 'j' - get all suggestions\n    const jResults = searchIndex.getWords('j');\n    console.log(jResults); // contains 'javascript';\n    console.log(jResults); // contains 'java';\n    console.log(jResults.length); // 2;\n\n    // User types 'ja' - get more specific suggestions\n    const jaResults = searchIndex.getWords('ja');\n    console.log(jaResults); // contains 'javascript';\n    console.log(jaResults); // contains 'java';\n    console.log(jaResults.length); // 2;\n\n    // User types 'jav' - even more specific\n    const javResults = searchIndex.getWords('jav');\n    console.log(javResults); // contains 'javascript';\n    console.log(javResults); // contains 'java';\n    console.log(javResults.length); // 2;\n\n    // Check for common prefix\n\n    console.log(searchIndex.hasCommonPrefix('ja')); // false; // Not all words start with 'ja'\n\n    // Total words in index\n    console.log(searchIndex.size); // 8;\n\n    // Get height (depth of tree)\n    const height = searchIndex.getHeight();\n    console.log(typeof height); // 'number';\n```\n\n### Dictionary: Case-insensitive word lookup\n```typescript\n // Create a case-insensitive dictionary\n    const dictionary = new Trie<string>([], { caseSensitive: false });\n\n    // Add words with mixed casing\n    dictionary.add('Hello');\n    dictionary.add('WORLD');\n    dictionary.add('JavaScript');\n\n    // Test lookups with different casings\n    console.log(dictionary.has('hello')); // true;\n    console.log(dictionary.has('HELLO')); // true;\n    console.log(dictionary.has('Hello')); // true;\n    console.log(dictionary.has('javascript')); // true;\n    console.log(dictionary.has('JAVASCRIPT')); // true;\n```\n\n### File System Path Operations\n```typescript\n const fileSystem = new Trie<string>([\n      '/home/user/documents/file1.txt',\n      '/home/user/documents/file2.txt',\n      '/home/user/pictures/photo.jpg',\n      '/home/user/pictures/vacation/',\n      '/home/user/downloads'\n    ]);\n\n    // Find common directory prefix\n    console.log(fileSystem.getLongestCommonPrefix()); // '/home/user/';\n\n    // List all files in a directory\n    const documentsFiles = fileSystem.getWords('/home/user/documents/');\n    console.log(documentsFiles); // ['/home/user/documents/file1.txt', '/home/user/documents/file2.txt'];\n```\n\n### IP Address Routing Table\n```typescript\n // Add IP address prefixes and their corresponding routes\n    const routes = {\n      '192.168.1': 'LAN_SUBNET_1',\n      '192.168.2': 'LAN_SUBNET_2',\n      '10.0.0': 'PRIVATE_NETWORK_1',\n      '10.0.1': 'PRIVATE_NETWORK_2'\n    };\n\n    const ipRoutingTable = new Trie<string>(Object.keys(routes));\n\n    // Check IP address prefix matching\n    console.log(ipRoutingTable.hasPrefix('192.168.1')); // true;\n    console.log(ipRoutingTable.hasPrefix('192.168.2')); // true;\n\n    // Validate IP address belongs to subnet\n    const ip = '192.168.1.100';\n    const subnet = ip.split('.').slice(0, 3).join('.');\n    console.log(ipRoutingTable.hasPrefix(subnet)); // true;\n```\n\n[//]: # (No deletion!!! End of Example Replace Section)\n\n\n\n## API docs & Examples\n\n[API Docs](https://data-structure-typed-docs.vercel.app)\n\n[Live Examples](https://vivid-algorithm.vercel.app)\n\n<a href=\"https://github.com/zrwusa/vivid-algorithm\" target=\"_blank\">Examples Repository</a>\n\n## Data Structures\n\n<table>\n<thead>\n<tr>\n<th>Data Structure</th>\n<th>Unit Test</th>\n<th>Performance Test</th>\n<th>API Docs</th>\n</tr>\n</thead>\n<tbody>\n\n<tr>\n<td>Trie</td>\n<td><img src=\"https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg\" alt=\"\"></td>\n<td><img src=\"https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg\" alt=\"\"></td>\n<td><a href=\"https://data-structure-typed-docs.vercel.app/classes/Trie.html\"><span>Trie</span></a></td>\n</tr>\n\n</tbody>\n</table>\n\n## Standard library data structure comparison\n\n<table>\n  <thead>\n  <tr>\n    <th>Data Structure Typed</th>\n    <th>C++ STL</th>\n    <th>java.util</th>\n    <th>Python collections</th>\n  </tr>\n  </thead>\n  <tbody>\n  \n  <tr>\n    <td>Trie</td>\n    <td>-</td>\n    <td>-</td>\n    <td>-</td>\n  </tr>\n  \n  </tbody>\n</table>\n\n## Benchmark\n\n[//]: # (No deletion!!! Start of Replace Section)\n\n<div class=\"json-to-html-collapse clearfix 0\">\n      <div class='collapsible level0' ><span class='json-to-html-label'>trie</span></div>\n      <div class=\"content\"><table style=\"display: table; width:100%; table-layout: fixed;\"><tr><th>test name</th><th>time taken (ms)</th><th>executions per sec</th><th>sample deviation</th></tr><tr><td>100,000 push</td><td>45.97</td><td>21.76</td><td>0.00</td></tr><tr><td>100,000 getWords</td><td>66.20</td><td>15.11</td><td>0.00</td></tr></table></div>\n    </div>\n\n[//]: # (No deletion!!! End of Replace Section)\n\n## Built-in classic algorithms\n\n<table>\n  <thead>\n  <tr>\n    <th>Algorithm</th>\n    <th>Function Description</th>\n    <th>Iteration Type</th>\n  </tr>\n  </thead>\n  <tbody>\n  \n  </tbody>\n</table>\n\n## Software Engineering Design Standards\n<table>\n    <tr>\n        <th>Principle</th>\n        <th>Description</th>\n    </tr>\n    <tr>\n        <td>Practicality</td>\n        <td>Follows ES6 and ESNext standards, offering unified and considerate optional parameters, and simplifies method names.</td>\n    </tr>\n    <tr>\n        <td>Extensibility</td>\n        <td>Adheres to OOP (Object-Oriented Programming) principles, allowing inheritance for all data structures.</td>\n    </tr>\n    <tr>\n        <td>Modularization</td>\n        <td>Includes data structure modularization and independent NPM packages.</td>\n    </tr>\n    <tr>\n        <td>Efficiency</td>\n        <td>All methods provide time and space complexity, comparable to native JS performance.</td>\n    </tr>\n    <tr>\n        <td>Maintainability</td>\n        <td>Follows open-source community development standards, complete documentation, continuous integration, and adheres to TDD (Test-Driven Development) patterns.</td>\n    </tr>\n    <tr>\n        <td>Testability</td>\n        <td>Automated and customized unit testing, performance testing, and integration testing.</td>\n    </tr>\n    <tr>\n        <td>Portability</td>\n        <td>Plans for porting to Java, Python, and C++, currently achieved to 80%.</td>\n    </tr>\n    <tr>\n        <td>Reusability</td>\n        <td>Fully decoupled, minimized side effects, and adheres to OOP.</td>\n    </tr>\n    <tr>\n        <td>Security</td>\n        <td>Carefully designed security for member variables and methods. Read-write separation. Data structure software does not need to consider other security aspects.</td>\n    </tr>\n    <tr>\n        <td>Scalability</td>\n        <td>Data structure software does not involve load issues.</td>\n    </tr>\n</table>\n\n\n\n","readmeFilename":"README.md"}