{ "data": { "question": { "questionId": "211", "questionFrontendId": "211", "boundTopicId": null, "title": "Design Add and Search Words Data Structure", "titleSlug": "design-add-and-search-words-data-structure", "content": "<p>Design a data structure that supports adding new words and finding if a string matches any previously added string.</p>\n\n<p>Implement the <code>WordDictionary</code> class:</p>\n\n<ul>\n\t<li><code>WordDictionary()</code> Initializes the object.</li>\n\t<li><code>void addWord(word)</code> Adds <code>word</code> to the data structure, it can be matched later.</li>\n\t<li><code>bool search(word)</code> Returns <code>true</code> if there is any string in the data structure that matches <code>word</code> or <code>false</code> otherwise. <code>word</code> may contain dots <code>'.'</code> where dots can be matched with any letter.</li>\n</ul>\n\n<p> </p>\n<p><strong>Example:</strong></p>\n\n<pre>\n<strong>Input</strong>\n["WordDictionary","addWord","addWord","addWord","search","search","search","search"]\n[[],["bad"],["dad"],["mad"],["pad"],["bad"],[".ad"],["b.."]]\n<strong>Output</strong>\n[null,null,null,null,false,true,true,true]\n\n<strong>Explanation</strong>\nWordDictionary wordDictionary = new WordDictionary();\nwordDictionary.addWord("bad");\nwordDictionary.addWord("dad");\nwordDictionary.addWord("mad");\nwordDictionary.search("pad"); // return False\nwordDictionary.search("bad"); // return True\nwordDictionary.search(".ad"); // return True\nwordDictionary.search("b.."); // return True\n</pre>\n\n<p> </p>\n<p><strong>Constraints:</strong></p>\n\n<ul>\n\t<li><code>1 <= word.length <= 25</code></li>\n\t<li><code>word</code> in <code>addWord</code> consists of lowercase English letters.</li>\n\t<li><code>word</code> in <code>search</code> consist of <code>'.'</code> or lowercase English letters.</li>\n\t<li>There will be at most <code>3</code> dots in <code>word</code> for <code>search</code> queries.</li>\n\t<li>At most <code>10<sup>4</sup></code> calls will be made to <code>addWord</code> and <code>search</code>.</li>\n</ul>\n", "translatedTitle": null, "translatedContent": null, "isPaidOnly": false, "difficulty": "Medium", "likes": 4784, "dislikes": 198, "isLiked": null, "similarQuestions": "[{\"title\": \"Implement Trie (Prefix Tree)\", \"titleSlug\": \"implement-trie-prefix-tree\", \"difficulty\": \"Medium\", \"translatedTitle\": null}, {\"title\": \"Prefix and Suffix Search\", \"titleSlug\": \"prefix-and-suffix-search\", \"difficulty\": \"Hard\", \"translatedTitle\": null}]", "exampleTestcases": "[\"WordDictionary\",\"addWord\",\"addWord\",\"addWord\",\"search\",\"search\",\"search\",\"search\"]\n[[],[\"bad\"],[\"dad\"],[\"mad\"],[\"pad\"],[\"bad\"],[\".ad\"],[\"b..\"]]", "categoryTitle": "Algorithms", "contributors": [], "topicTags": [ { "name": "String", "slug": "string", "translatedName": null, "__typename": "TopicTagNode" }, { "name": "Depth-First Search", "slug": "depth-first-search", "translatedName": null, "__typename": "TopicTagNode" }, { "name": "Design", "slug": "design", "translatedName": null, "__typename": "TopicTagNode" }, { "name": "Trie", "slug": "trie", "translatedName": null, "__typename": "TopicTagNode" } ], "companyTagStats": null, "codeSnippets": [ { "lang": "C++", "langSlug": "cpp", "code": "class WordDictionary {\npublic:\n WordDictionary() {\n \n }\n \n void addWord(string word) {\n \n }\n \n bool search(string word) {\n \n }\n};\n\n/**\n * Your WordDictionary object will be instantiated and called as such:\n * WordDictionary* obj = new WordDictionary();\n * obj->addWord(word);\n * bool param_2 = obj->search(word);\n */", "__typename": "CodeSnippetNode" }, { "lang": "Java", "langSlug": "java", "code": "class WordDictionary {\n\n public WordDictionary() {\n \n }\n \n public void addWord(String word) {\n \n }\n \n public boolean search(String word) {\n \n }\n}\n\n/**\n * Your WordDictionary object will be instantiated and called as such:\n * WordDictionary obj = new WordDictionary();\n * obj.addWord(word);\n * boolean param_2 = obj.search(word);\n */", "__typename": "CodeSnippetNode" }, { "lang": "Python", "langSlug": "python", "code": "class WordDictionary(object):\n\n def __init__(self):\n \n\n def addWord(self, word):\n \"\"\"\n :type word: str\n :rtype: None\n \"\"\"\n \n\n def search(self, word):\n \"\"\"\n :type word: str\n :rtype: bool\n \"\"\"\n \n\n\n# Your WordDictionary object will be instantiated and called as such:\n# obj = WordDictionary()\n# obj.addWord(word)\n# param_2 = obj.search(word)", "__typename": "CodeSnippetNode" }, { "lang": "Python3", "langSlug": "python3", "code": "class WordDictionary:\n\n def __init__(self):\n \n\n def addWord(self, word: str) -> None:\n \n\n def search(self, word: str) -> bool:\n \n\n\n# Your WordDictionary object will be instantiated and called as such:\n# obj = WordDictionary()\n# obj.addWord(word)\n# param_2 = obj.search(word)", "__typename": "CodeSnippetNode" }, { "lang": "C", "langSlug": "c", "code": "\n\n\ntypedef struct {\n \n} WordDictionary;\n\n\nWordDictionary* wordDictionaryCreate() {\n \n}\n\nvoid wordDictionaryAddWord(WordDictionary* obj, char * word) {\n \n}\n\nbool wordDictionarySearch(WordDictionary* obj, char * word) {\n \n}\n\nvoid wordDictionaryFree(WordDictionary* obj) {\n \n}\n\n/**\n * Your WordDictionary struct will be instantiated and called as such:\n * WordDictionary* obj = wordDictionaryCreate();\n * wordDictionaryAddWord(obj, word);\n \n * bool param_2 = wordDictionarySearch(obj, word);\n \n * wordDictionaryFree(obj);\n*/", "__typename": "CodeSnippetNode" }, { "lang": "C#", "langSlug": "csharp", "code": "public class WordDictionary {\n\n public WordDictionary() {\n \n }\n \n public void AddWord(string word) {\n \n }\n \n public bool Search(string word) {\n \n }\n}\n\n/**\n * Your WordDictionary object will be instantiated and called as such:\n * WordDictionary obj = new WordDictionary();\n * obj.AddWord(word);\n * bool param_2 = obj.Search(word);\n */", "__typename": "CodeSnippetNode" }, { "lang": "JavaScript", "langSlug": "javascript", "code": "\nvar WordDictionary = function() {\n \n};\n\n/** \n * @param {string} word\n * @return {void}\n */\nWordDictionary.prototype.addWord = function(word) {\n \n};\n\n/** \n * @param {string} word\n * @return {boolean}\n */\nWordDictionary.prototype.search = function(word) {\n \n};\n\n/** \n * Your WordDictionary object will be instantiated and called as such:\n * var obj = new WordDictionary()\n * obj.addWord(word)\n * var param_2 = obj.search(word)\n */", "__typename": "CodeSnippetNode" }, { "lang": "Ruby", "langSlug": "ruby", "code": "class WordDictionary\n def initialize()\n \n end\n\n\n=begin\n :type word: String\n :rtype: Void\n=end\n def add_word(word)\n \n end\n\n\n=begin\n :type word: String\n :rtype: Boolean\n=end\n def search(word)\n \n end\n\n\nend\n\n# Your WordDictionary object will be instantiated and called as such:\n# obj = WordDictionary.new()\n# obj.add_word(word)\n# param_2 = obj.search(word)", "__typename": "CodeSnippetNode" }, { "lang": "Swift", "langSlug": "swift", "code": "\nclass WordDictionary {\n\n init() {\n \n }\n \n func addWord(_ word: String) {\n \n }\n \n func search(_ word: String) -> Bool {\n \n }\n}\n\n/**\n * Your WordDictionary object will be instantiated and called as such:\n * let obj = WordDictionary()\n * obj.addWord(word)\n * let ret_2: Bool = obj.search(word)\n */", "__typename": "CodeSnippetNode" }, { "lang": "Go", "langSlug": "golang", "code": "type WordDictionary struct {\n \n}\n\n\nfunc Constructor() WordDictionary {\n \n}\n\n\nfunc (this *WordDictionary) AddWord(word string) {\n \n}\n\n\nfunc (this *WordDictionary) Search(word string) bool {\n \n}\n\n\n/**\n * Your WordDictionary object will be instantiated and called as such:\n * obj := Constructor();\n * obj.AddWord(word);\n * param_2 := obj.Search(word);\n */", "__typename": "CodeSnippetNode" }, { "lang": "Scala", "langSlug": "scala", "code": "class WordDictionary() {\n\n def addWord(word: String) {\n \n }\n\n def search(word: String): Boolean = {\n \n }\n\n}\n\n/**\n * Your WordDictionary object will be instantiated and called as such:\n * var obj = new WordDictionary()\n * obj.addWord(word)\n * var param_2 = obj.search(word)\n */", "__typename": "CodeSnippetNode" }, { "lang": "Kotlin", "langSlug": "kotlin", "code": "class WordDictionary() {\n\n fun addWord(word: String) {\n \n }\n\n fun search(word: String): Boolean {\n \n }\n\n}\n\n/**\n * Your WordDictionary object will be instantiated and called as such:\n * var obj = WordDictionary()\n * obj.addWord(word)\n * var param_2 = obj.search(word)\n */", "__typename": "CodeSnippetNode" }, { "lang": "Rust", "langSlug": "rust", "code": "struct WordDictionary {\n\n}\n\n\n/** \n * `&self` means the method takes an immutable reference.\n * If you need a mutable reference, change it to `&mut self` instead.\n */\nimpl WordDictionary {\n\n fn new() -> Self {\n \n }\n \n fn add_word(&self, word: String) {\n \n }\n \n fn search(&self, word: String) -> bool {\n \n }\n}\n\n/**\n * Your WordDictionary object will be instantiated and called as such:\n * let obj = WordDictionary::new();\n * obj.add_word(word);\n * let ret_2: bool = obj.search(word);\n */", "__typename": "CodeSnippetNode" }, { "lang": "PHP", "langSlug": "php", "code": "class WordDictionary {\n /**\n */\n function __construct() {\n \n }\n \n /**\n * @param String $word\n * @return NULL\n */\n function addWord($word) {\n \n }\n \n /**\n * @param String $word\n * @return Boolean\n */\n function search($word) {\n \n }\n}\n\n/**\n * Your WordDictionary object will be instantiated and called as such:\n * $obj = WordDictionary();\n * $obj->addWord($word);\n * $ret_2 = $obj->search($word);\n */", "__typename": "CodeSnippetNode" }, { "lang": "TypeScript", "langSlug": "typescript", "code": "class WordDictionary {\n constructor() {\n\n }\n\n addWord(word: string): void {\n\n }\n\n search(word: string): boolean {\n\n }\n}\n\n/**\n * Your WordDictionary object will be instantiated and called as such:\n * var obj = new WordDictionary()\n * obj.addWord(word)\n * var param_2 = obj.search(word)\n */", "__typename": "CodeSnippetNode" }, { "lang": "Racket", "langSlug": "racket", "code": "(define word-dictionary%\n (class object%\n (super-new)\n \n (init-field)\n \n ; add-word : string? -> void?\n (define/public (add-word word)\n\n )\n ; search : string? -> boolean?\n (define/public (search word)\n\n )))\n\n;; Your word-dictionary% object will be instantiated and called as such:\n;; (define obj (new word-dictionary%))\n;; (send obj add-word word)\n;; (define param_2 (send obj search word))", "__typename": "CodeSnippetNode" }, { "lang": "Erlang", "langSlug": "erlang", "code": "-spec word_dictionary_init_() -> any().\nword_dictionary_init_() ->\n .\n\n-spec word_dictionary_add_word(Word :: unicode:unicode_binary()) -> any().\nword_dictionary_add_word(Word) ->\n .\n\n-spec word_dictionary_search(Word :: unicode:unicode_binary()) -> boolean().\nword_dictionary_search(Word) ->\n .\n\n\n%% Your functions will be called as such:\n%% word_dictionary_init_(),\n%% word_dictionary_add_word(Word),\n%% Param_2 = word_dictionary_search(Word),\n\n%% word_dictionary_init_ will be called before every test case, in which you can do some necessary initializations.", "__typename": "CodeSnippetNode" }, { "lang": "Elixir", "langSlug": "elixir", "code": "defmodule WordDictionary do\n @spec init_() :: any\n def init_() do\n\n end\n\n @spec add_word(word :: String.t) :: any\n def add_word(word) do\n\n end\n\n @spec search(word :: String.t) :: boolean\n def search(word) do\n\n end\nend\n\n# Your functions will be called as such:\n# WordDictionary.init_()\n# WordDictionary.add_word(word)\n# param_2 = WordDictionary.search(word)\n\n# WordDictionary.init_ will be called before every test case, in which you can do some necessary initializations.", "__typename": "CodeSnippetNode" } ], "stats": "{\"totalAccepted\": \"396.3K\", \"totalSubmission\": \"901K\", \"totalAcceptedRaw\": 396251, \"totalSubmissionRaw\": 901018, \"acRate\": \"44.0%\"}", "hints": [ "You should be familiar with how a Trie works. If not, please work on this problem: <a href=\"https://leetcode.com/problems/implement-trie-prefix-tree/\">Implement Trie (Prefix Tree)</a> first." ], "solution": { "id": "972", "canSeeDetail": false, "paidOnly": true, "hasVideoSolution": false, "paidOnlyVideo": true, "__typename": "ArticleNode" }, "status": null, "sampleTestCase": "[\"WordDictionary\",\"addWord\",\"addWord\",\"addWord\",\"search\",\"search\",\"search\",\"search\"]\n[[],[\"bad\"],[\"dad\"],[\"mad\"],[\"pad\"],[\"bad\"],[\".ad\"],[\"b..\"]]", "metaData": "{\n \"classname\": \"WordDictionary\",\n \"constructor\": {\n \"params\": []\n },\n \"methods\": [\n {\n \"params\": [\n {\n \"type\": \"string\",\n \"name\": \"word\"\n }\n ],\n \"name\": \"addWord\",\n \"return\": {\n \"type\": \"void\"\n }\n },\n {\n \"params\": [\n {\n \"type\": \"string\",\n \"name\": \"word\"\n }\n ],\n \"name\": \"search\",\n \"return\": {\n \"type\": \"boolean\"\n }\n }\n ],\n \"return\": {\n \"type\": \"boolean\"\n },\n \"systemdesign\": true\n}", "judgerAvailable": true, "judgeType": "large", "mysqlSchemas": [], "enableRunCode": true, "enableTestMode": false, "enableDebugger": true, "envInfo": "{\"cpp\": [\"C++\", \"<p>Compiled with <code> clang 11 </code> using the latest C++ 17 standard.</p>\\r\\n\\r\\n<p>Your code is compiled with level two optimization (<code>-O2</code>). <a href=\\\"https://github.com/google/sanitizers/wiki/AddressSanitizer\\\" target=\\\"_blank\\\">AddressSanitizer</a> is also enabled to help detect out-of-bounds and use-after-free bugs.</p>\\r\\n\\r\\n<p>Most standard library headers are already included automatically for your convenience.</p>\"], \"java\": [\"Java\", \"<p><code> OpenJDK 17 </code>. Java 8 features such as lambda expressions and stream API can be used. </p>\\r\\n\\r\\n<p>Most standard library headers are already included automatically for your convenience.</p>\\r\\n<p>Includes <code>Pair</code> class from https://docs.oracle.com/javase/8/javafx/api/javafx/util/Pair.html.</p>\"], \"python\": [\"Python\", \"<p><code>Python 2.7.12</code>.</p>\\r\\n\\r\\n<p>Most libraries are already imported automatically for your convenience, such as <a href=\\\"https://docs.python.org/2/library/array.html\\\" target=\\\"_blank\\\">array</a>, <a href=\\\"https://docs.python.org/2/library/bisect.html\\\" target=\\\"_blank\\\">bisect</a>, <a href=\\\"https://docs.python.org/2/library/collections.html\\\" target=\\\"_blank\\\">collections</a>. If you need more libraries, you can import it yourself.</p>\\r\\n\\r\\n<p>For Map/TreeMap data structure, you may use <a href=\\\"http://www.grantjenks.com/docs/sortedcontainers/\\\" target=\\\"_blank\\\">sortedcontainers</a> library.</p>\\r\\n\\r\\n<p>Note that Python 2.7 <a href=\\\"https://www.python.org/dev/peps/pep-0373/\\\" target=\\\"_blank\\\">will not be maintained past 2020</a>. For the latest Python, please choose Python3 instead.</p>\"], \"c\": [\"C\", \"<p>Compiled with <code>gcc 8.2</code> using the gnu99 standard.</p>\\r\\n\\r\\n<p>Your code is compiled with level one optimization (<code>-O1</code>). <a href=\\\"https://github.com/google/sanitizers/wiki/AddressSanitizer\\\" target=\\\"_blank\\\">AddressSanitizer</a> is also enabled to help detect out-of-bounds and use-after-free bugs.</p>\\r\\n\\r\\n<p>Most standard library headers are already included automatically for your convenience.</p>\\r\\n\\r\\n<p>For hash table operations, you may use <a href=\\\"https://troydhanson.github.io/uthash/\\\" target=\\\"_blank\\\">uthash</a>. \\\"uthash.h\\\" is included by default. Below are some examples:</p>\\r\\n\\r\\n<p><b>1. Adding an item to a hash.</b>\\r\\n<pre>\\r\\nstruct hash_entry {\\r\\n int id; /* we'll use this field as the key */\\r\\n char name[10];\\r\\n UT_hash_handle hh; /* makes this structure hashable */\\r\\n};\\r\\n\\r\\nstruct hash_entry *users = NULL;\\r\\n\\r\\nvoid add_user(struct hash_entry *s) {\\r\\n HASH_ADD_INT(users, id, s);\\r\\n}\\r\\n</pre>\\r\\n</p>\\r\\n\\r\\n<p><b>2. Looking up an item in a hash:</b>\\r\\n<pre>\\r\\nstruct hash_entry *find_user(int user_id) {\\r\\n struct hash_entry *s;\\r\\n HASH_FIND_INT(users, &user_id, s);\\r\\n return s;\\r\\n}\\r\\n</pre>\\r\\n</p>\\r\\n\\r\\n<p><b>3. 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If you need more libraries, you can import it yourself.</p>\\r\\n\\r\\n<p>For Map/TreeMap data structure, you may use <a href=\\\"http://www.grantjenks.com/docs/sortedcontainers/\\\" target=\\\"_blank\\\">sortedcontainers</a> library.</p>\"], \"scala\": [\"Scala\", \"<p><code>Scala 2.13.7</code>.</p>\"], \"kotlin\": [\"Kotlin\", \"<p><code>Kotlin 1.3.10</code>.</p>\"], \"rust\": [\"Rust\", \"<p><code>Rust 1.58.1</code></p>\\r\\n\\r\\n<p>Supports <a href=\\\"https://crates.io/crates/rand\\\" target=\\\"_blank\\\">rand </a> v0.6\\u00a0from crates.io</p>\"], \"php\": [\"PHP\", \"<p><code>PHP 8.1</code>.</p>\\r\\n<p>With bcmath module</p>\"], \"typescript\": [\"Typescript\", \"<p><code>TypeScript 4.5.4, Node.js 16.13.2</code>.</p>\\r\\n\\r\\n<p>Your code is run with <code>--harmony</code> flag, enabling <a href=\\\"http://node.green/\\\" target=\\\"_blank\\\">new ES2020 features</a>.</p>\\r\\n\\r\\n<p><a href=\\\"https://lodash.com\\\" target=\\\"_blank\\\">lodash.js</a> library is included by default.</p>\"], \"racket\": [\"Racket\", \"<p>Run with <code>Racket 8.3</code>.</p>\"], \"erlang\": [\"Erlang\", \"Erlang/OTP 24.2\"], \"elixir\": [\"Elixir\", \"Elixir 1.13.0 with Erlang/OTP 24.2\"]}", "libraryUrl": null, "adminUrl": null, "challengeQuestion": { "id": "788", "date": "2022-01-28", "incompleteChallengeCount": 0, "streakCount": 0, "type": "DAILY", "__typename": "ChallengeQuestionNode" }, "__typename": "QuestionNode" } } }