1
0
mirror of https://gitee.com/coder-xiaomo/leetcode-problemset synced 2025-01-11 02:58:13 +08:00
Code Issues Projects Releases Wiki Activity GitHub Gitee
leetcode-problemset/leetcode-cn/originData/implement-trie-prefix-tree.json
2022-05-02 23:44:12 +08:00

180 lines
30 KiB
JSON
Raw Blame History

This file contains invisible Unicode characters

This file contains invisible Unicode characters that are indistinguishable to humans but may be processed differently by a computer. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

{
"data": {
"question": {
"questionId": "208",
"questionFrontendId": "208",
"categoryTitle": "Algorithms",
"boundTopicId": 1220,
"title": "Implement Trie (Prefix Tree)",
"titleSlug": "implement-trie-prefix-tree",
"content": "<p>A <a href=\"https://en.wikipedia.org/wiki/Trie\" target=\"_blank\"><strong>trie</strong></a> (pronounced as &quot;try&quot;) or <strong>prefix tree</strong> is a tree data structure used to efficiently store and retrieve keys in a dataset of strings. There are various applications of this data structure, such as autocomplete and spellchecker.</p>\n\n<p>Implement the Trie class:</p>\n\n<ul>\n\t<li><code>Trie()</code> Initializes the trie object.</li>\n\t<li><code>void insert(String word)</code> Inserts the string <code>word</code> into the trie.</li>\n\t<li><code>boolean search(String word)</code> Returns <code>true</code> if the string <code>word</code> is in the trie (i.e., was inserted before), and <code>false</code> otherwise.</li>\n\t<li><code>boolean startsWith(String prefix)</code> Returns <code>true</code> if there is a previously inserted string <code>word</code> that has the prefix <code>prefix</code>, and <code>false</code> otherwise.</li>\n</ul>\n\n<p>&nbsp;</p>\n<p><strong>Example 1:</strong></p>\n\n<pre>\n<strong>Input</strong>\n[&quot;Trie&quot;, &quot;insert&quot;, &quot;search&quot;, &quot;search&quot;, &quot;startsWith&quot;, &quot;insert&quot;, &quot;search&quot;]\n[[], [&quot;apple&quot;], [&quot;apple&quot;], [&quot;app&quot;], [&quot;app&quot;], [&quot;app&quot;], [&quot;app&quot;]]\n<strong>Output</strong>\n[null, null, true, false, true, null, true]\n\n<strong>Explanation</strong>\nTrie trie = new Trie();\ntrie.insert(&quot;apple&quot;);\ntrie.search(&quot;apple&quot;); // return True\ntrie.search(&quot;app&quot;); // return False\ntrie.startsWith(&quot;app&quot;); // return True\ntrie.insert(&quot;app&quot;);\ntrie.search(&quot;app&quot;); // return True\n</pre>\n\n<p>&nbsp;</p>\n<p><strong>Constraints:</strong></p>\n\n<ul>\n\t<li><code>1 &lt;= word.length, prefix.length &lt;= 2000</code></li>\n\t<li><code>word</code> and <code>prefix</code> consist only of lowercase English letters.</li>\n\t<li>At most <code>3 * 10<sup>4</sup></code> calls <strong>in total</strong> will be made to <code>insert</code>, <code>search</code>, and <code>startsWith</code>.</li>\n</ul>\n",
"translatedTitle": "实现 Trie (前缀树)",
"translatedContent": "<p><strong><a href=\"https://baike.baidu.com/item/字典树/9825209?fr=aladdin\" target=\"_blank\">Trie</a></strong>(发音类似 \"try\")或者说 <strong>前缀树</strong> 是一种树形数据结构,用于高效地存储和检索字符串数据集中的键。这一数据结构有相当多的应用情景,例如自动补完和拼写检查。</p>\n\n<p>请你实现 Trie 类:</p>\n\n<ul>\n\t<li><code>Trie()</code> 初始化前缀树对象。</li>\n\t<li><code>void insert(String word)</code> 向前缀树中插入字符串 <code>word</code> 。</li>\n\t<li><code>boolean search(String word)</code> 如果字符串 <code>word</code> 在前缀树中,返回 <code>true</code>(即,在检索之前已经插入);否则,返回 <code>false</code> 。</li>\n\t<li><code>boolean startsWith(String prefix)</code> 如果之前已经插入的字符串 <code>word</code> 的前缀之一为 <code>prefix</code> ,返回 <code>true</code> ;否则,返回 <code>false</code> 。</li>\n</ul>\n\n<p> </p>\n\n<p><strong>示例:</strong></p>\n\n<pre>\n<strong>输入</strong>\n[\"Trie\", \"insert\", \"search\", \"search\", \"startsWith\", \"insert\", \"search\"]\n[[], [\"apple\"], [\"apple\"], [\"app\"], [\"app\"], [\"app\"], [\"app\"]]\n<strong>输出</strong>\n[null, null, true, false, true, null, true]\n\n<strong>解释</strong>\nTrie trie = new Trie();\ntrie.insert(\"apple\");\ntrie.search(\"apple\"); // 返回 True\ntrie.search(\"app\"); // 返回 False\ntrie.startsWith(\"app\"); // 返回 True\ntrie.insert(\"app\");\ntrie.search(\"app\"); // 返回 True\n</pre>\n\n<p> </p>\n\n<p><strong>提示:</strong></p>\n\n<ul>\n\t<li><code>1 <= word.length, prefix.length <= 2000</code></li>\n\t<li><code>word</code> 和 <code>prefix</code> 仅由小写英文字母组成</li>\n\t<li><code>insert</code>、<code>search</code> 和 <code>startsWith</code> 调用次数 <strong>总计</strong> 不超过 <code>3 * 10<sup>4</sup></code> 次</li>\n</ul>\n",
"isPaidOnly": false,
"difficulty": "Medium",
"likes": 1159,
"dislikes": 0,
"isLiked": null,
"similarQuestions": "[{\"title\": \"Design Add and Search Words Data Structure\", \"titleSlug\": \"design-add-and-search-words-data-structure\", \"difficulty\": \"Medium\", \"translatedTitle\": \"\\u6dfb\\u52a0\\u4e0e\\u641c\\u7d22\\u5355\\u8bcd - \\u6570\\u636e\\u7ed3\\u6784\\u8bbe\\u8ba1\"}, {\"title\": \"Design Search Autocomplete System\", \"titleSlug\": \"design-search-autocomplete-system\", \"difficulty\": \"Hard\", \"translatedTitle\": \"\\u8bbe\\u8ba1\\u641c\\u7d22\\u81ea\\u52a8\\u8865\\u5168\\u7cfb\\u7edf\"}, {\"title\": \"Replace Words\", \"titleSlug\": \"replace-words\", \"difficulty\": \"Medium\", \"translatedTitle\": \"\\u5355\\u8bcd\\u66ff\\u6362\"}, {\"title\": \"Implement Magic Dictionary\", \"titleSlug\": \"implement-magic-dictionary\", \"difficulty\": \"Medium\", \"translatedTitle\": \"\\u5b9e\\u73b0\\u4e00\\u4e2a\\u9b54\\u6cd5\\u5b57\\u5178\"}]",
"contributors": [],
"langToValidPlayground": "{\"cpp\": false, \"java\": false, \"python\": false, \"python3\": false, \"mysql\": false, \"mssql\": false, \"oraclesql\": false, \"c\": false, \"csharp\": false, \"javascript\": false, \"ruby\": false, \"bash\": false, \"swift\": false, \"golang\": false, \"scala\": false, \"html\": false, \"pythonml\": false, \"kotlin\": false, \"rust\": false, \"php\": false, \"typescript\": false, \"racket\": false, \"erlang\": false, \"elixir\": false}",
"topicTags": [
{
"name": "Design",
"slug": "design",
"translatedName": "设计",
"__typename": "TopicTagNode"
},
{
"name": "Trie",
"slug": "trie",
"translatedName": "字典树",
"__typename": "TopicTagNode"
},
{
"name": "Hash Table",
"slug": "hash-table",
"translatedName": "哈希表",
"__typename": "TopicTagNode"
},
{
"name": "String",
"slug": "string",
"translatedName": "字符串",
"__typename": "TopicTagNode"
}
],
"companyTagStats": null,
"codeSnippets": [
{
"lang": "C++",
"langSlug": "cpp",
"code": "class Trie {\npublic:\n Trie() {\n\n }\n \n void insert(string word) {\n\n }\n \n bool search(string word) {\n\n }\n \n bool startsWith(string prefix) {\n\n }\n};\n\n/**\n * Your Trie object will be instantiated and called as such:\n * Trie* obj = new Trie();\n * obj->insert(word);\n * bool param_2 = obj->search(word);\n * bool param_3 = obj->startsWith(prefix);\n */",
"__typename": "CodeSnippetNode"
},
{
"lang": "Java",
"langSlug": "java",
"code": "class Trie {\n\n public Trie() {\n\n }\n \n public void insert(String word) {\n\n }\n \n public boolean search(String word) {\n\n }\n \n public boolean startsWith(String prefix) {\n\n }\n}\n\n/**\n * Your Trie object will be instantiated and called as such:\n * Trie obj = new Trie();\n * obj.insert(word);\n * boolean param_2 = obj.search(word);\n * boolean param_3 = obj.startsWith(prefix);\n */",
"__typename": "CodeSnippetNode"
},
{
"lang": "Python",
"langSlug": "python",
"code": "class Trie(object):\n\n def __init__(self):\n\n\n def insert(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 def startsWith(self, prefix):\n \"\"\"\n :type prefix: str\n :rtype: bool\n \"\"\"\n\n\n\n# Your Trie object will be instantiated and called as such:\n# obj = Trie()\n# obj.insert(word)\n# param_2 = obj.search(word)\n# param_3 = obj.startsWith(prefix)",
"__typename": "CodeSnippetNode"
},
{
"lang": "Python3",
"langSlug": "python3",
"code": "class Trie:\n\n def __init__(self):\n\n\n def insert(self, word: str) -> None:\n\n\n def search(self, word: str) -> bool:\n\n\n def startsWith(self, prefix: str) -> bool:\n\n\n\n# Your Trie object will be instantiated and called as such:\n# obj = Trie()\n# obj.insert(word)\n# param_2 = obj.search(word)\n# param_3 = obj.startsWith(prefix)",
"__typename": "CodeSnippetNode"
},
{
"lang": "C",
"langSlug": "c",
"code": "\n\n\ntypedef struct {\n \n} Trie;\n\n\nTrie* trieCreate() {\n \n}\n\nvoid trieInsert(Trie* obj, char * word) {\n \n}\n\nbool trieSearch(Trie* obj, char * word) {\n \n}\n\nbool trieStartsWith(Trie* obj, char * prefix) {\n \n}\n\nvoid trieFree(Trie* obj) {\n \n}\n\n/**\n * Your Trie struct will be instantiated and called as such:\n * Trie* obj = trieCreate();\n * trieInsert(obj, word);\n \n * bool param_2 = trieSearch(obj, word);\n \n * bool param_3 = trieStartsWith(obj, prefix);\n \n * trieFree(obj);\n*/",
"__typename": "CodeSnippetNode"
},
{
"lang": "C#",
"langSlug": "csharp",
"code": "public class Trie {\n\n public Trie() {\n\n }\n \n public void Insert(string word) {\n\n }\n \n public bool Search(string word) {\n\n }\n \n public bool StartsWith(string prefix) {\n\n }\n}\n\n/**\n * Your Trie object will be instantiated and called as such:\n * Trie obj = new Trie();\n * obj.Insert(word);\n * bool param_2 = obj.Search(word);\n * bool param_3 = obj.StartsWith(prefix);\n */",
"__typename": "CodeSnippetNode"
},
{
"lang": "JavaScript",
"langSlug": "javascript",
"code": "\nvar Trie = function() {\n\n};\n\n/** \n * @param {string} word\n * @return {void}\n */\nTrie.prototype.insert = function(word) {\n\n};\n\n/** \n * @param {string} word\n * @return {boolean}\n */\nTrie.prototype.search = function(word) {\n\n};\n\n/** \n * @param {string} prefix\n * @return {boolean}\n */\nTrie.prototype.startsWith = function(prefix) {\n\n};\n\n/**\n * Your Trie object will be instantiated and called as such:\n * var obj = new Trie()\n * obj.insert(word)\n * var param_2 = obj.search(word)\n * var param_3 = obj.startsWith(prefix)\n */",
"__typename": "CodeSnippetNode"
},
{
"lang": "Ruby",
"langSlug": "ruby",
"code": "class Trie\n def initialize()\n\n end\n\n\n=begin\n :type word: String\n :rtype: Void\n=end\n def insert(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\n=begin\n :type prefix: String\n :rtype: Boolean\n=end\n def starts_with(prefix)\n\n end\n\n\nend\n\n# Your Trie object will be instantiated and called as such:\n# obj = Trie.new()\n# obj.insert(word)\n# param_2 = obj.search(word)\n# param_3 = obj.starts_with(prefix)",
"__typename": "CodeSnippetNode"
},
{
"lang": "Swift",
"langSlug": "swift",
"code": "\nclass Trie {\n\n init() {\n\n }\n \n func insert(_ word: String) {\n\n }\n \n func search(_ word: String) -> Bool {\n\n }\n \n func startsWith(_ prefix: String) -> Bool {\n\n }\n}\n\n/**\n * Your Trie object will be instantiated and called as such:\n * let obj = Trie()\n * obj.insert(word)\n * let ret_2: Bool = obj.search(word)\n * let ret_3: Bool = obj.startsWith(prefix)\n */",
"__typename": "CodeSnippetNode"
},
{
"lang": "Go",
"langSlug": "golang",
"code": "type Trie struct {\n\n}\n\n\nfunc Constructor() Trie {\n\n}\n\n\nfunc (this *Trie) Insert(word string) {\n\n}\n\n\nfunc (this *Trie) Search(word string) bool {\n\n}\n\n\nfunc (this *Trie) StartsWith(prefix string) bool {\n\n}\n\n\n/**\n * Your Trie object will be instantiated and called as such:\n * obj := Constructor();\n * obj.Insert(word);\n * param_2 := obj.Search(word);\n * param_3 := obj.StartsWith(prefix);\n */",
"__typename": "CodeSnippetNode"
},
{
"lang": "Scala",
"langSlug": "scala",
"code": "class Trie() {\n\n def insert(word: String) {\n\n }\n\n def search(word: String): Boolean = {\n\n }\n\n def startsWith(prefix: String): Boolean = {\n\n }\n\n}\n\n/**\n * Your Trie object will be instantiated and called as such:\n * var obj = new Trie()\n * obj.insert(word)\n * var param_2 = obj.search(word)\n * var param_3 = obj.startsWith(prefix)\n */",
"__typename": "CodeSnippetNode"
},
{
"lang": "Kotlin",
"langSlug": "kotlin",
"code": "class Trie() {\n\n fun insert(word: String) {\n\n }\n\n fun search(word: String): Boolean {\n\n }\n\n fun startsWith(prefix: String): Boolean {\n\n }\n\n}\n\n/**\n * Your Trie object will be instantiated and called as such:\n * var obj = Trie()\n * obj.insert(word)\n * var param_2 = obj.search(word)\n * var param_3 = obj.startsWith(prefix)\n */",
"__typename": "CodeSnippetNode"
},
{
"lang": "Rust",
"langSlug": "rust",
"code": "struct Trie {\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 Trie {\n\n fn new() -> Self {\n\n }\n \n fn insert(&self, word: String) {\n\n }\n \n fn search(&self, word: String) -> bool {\n\n }\n \n fn starts_with(&self, prefix: String) -> bool {\n\n }\n}\n\n/**\n * Your Trie object will be instantiated and called as such:\n * let obj = Trie::new();\n * obj.insert(word);\n * let ret_2: bool = obj.search(word);\n * let ret_3: bool = obj.starts_with(prefix);\n */",
"__typename": "CodeSnippetNode"
},
{
"lang": "PHP",
"langSlug": "php",
"code": "class Trie {\n /**\n */\n function __construct() {\n\n }\n\n /**\n * @param String $word\n * @return NULL\n */\n function insert($word) {\n\n }\n\n /**\n * @param String $word\n * @return Boolean\n */\n function search($word) {\n\n }\n\n /**\n * @param String $prefix\n * @return Boolean\n */\n function startsWith($prefix) {\n\n }\n}\n\n/**\n * Your Trie object will be instantiated and called as such:\n * $obj = Trie();\n * $obj->insert($word);\n * $ret_2 = $obj->search($word);\n * $ret_3 = $obj->startsWith($prefix);\n */",
"__typename": "CodeSnippetNode"
},
{
"lang": "TypeScript",
"langSlug": "typescript",
"code": "class Trie {\n constructor() {\n\n }\n\n insert(word: string): void {\n\n }\n\n search(word: string): boolean {\n\n }\n\n startsWith(prefix: string): boolean {\n\n }\n}\n\n/**\n * Your Trie object will be instantiated and called as such:\n * var obj = new Trie()\n * obj.insert(word)\n * var param_2 = obj.search(word)\n * var param_3 = obj.startsWith(prefix)\n */",
"__typename": "CodeSnippetNode"
},
{
"lang": "Racket",
"langSlug": "racket",
"code": "(define trie%\n (class object%\n (super-new)\n (init-field)\n \n ; insert : string? -> void?\n (define/public (insert word)\n\n )\n ; search : string? -> boolean?\n (define/public (search word)\n\n )\n ; starts-with : string? -> boolean?\n (define/public (starts-with prefix)\n\n )))\n\n;; Your trie% object will be instantiated and called as such:\n;; (define obj (new trie%))\n;; (send obj insert word)\n;; (define param_2 (send obj search word))\n;; (define param_3 (send obj starts-with prefix))",
"__typename": "CodeSnippetNode"
},
{
"lang": "Erlang",
"langSlug": "erlang",
"code": "-spec trie_init_() -> any().\ntrie_init_() ->\n .\n\n-spec trie_insert(Word :: unicode:unicode_binary()) -> any().\ntrie_insert(Word) ->\n .\n\n-spec trie_search(Word :: unicode:unicode_binary()) -> boolean().\ntrie_search(Word) ->\n .\n\n-spec trie_starts_with(Prefix :: unicode:unicode_binary()) -> boolean().\ntrie_starts_with(Prefix) ->\n .\n\n\n%% Your functions will be called as such:\n%% trie_init_(),\n%% trie_insert(Word),\n%% Param_2 = trie_search(Word),\n%% Param_3 = trie_starts_with(Prefix),\n\n%% trie_init_ will be called before every test case, in which you can do some necessary initializations.",
"__typename": "CodeSnippetNode"
},
{
"lang": "Elixir",
"langSlug": "elixir",
"code": "defmodule Trie do\n @spec init_() :: any\n def init_() do\n\n end\n\n @spec insert(word :: String.t) :: any\n def insert(word) do\n\n end\n\n @spec search(word :: String.t) :: boolean\n def search(word) do\n\n end\n\n @spec starts_with(prefix :: String.t) :: boolean\n def starts_with(prefix) do\n\n end\nend\n\n# Your functions will be called as such:\n# Trie.init_()\n# Trie.insert(word)\n# param_2 = Trie.search(word)\n# param_3 = Trie.starts_with(prefix)\n\n# Trie.init_ will be called before every test case, in which you can do some necessary initializations.",
"__typename": "CodeSnippetNode"
}
],
"stats": "{\"totalAccepted\": \"190.8K\", \"totalSubmission\": \"265.5K\", \"totalAcceptedRaw\": 190816, \"totalSubmissionRaw\": 265548, \"acRate\": \"71.9%\"}",
"hints": [],
"solution": null,
"status": null,
"sampleTestCase": "[\"Trie\",\"insert\",\"search\",\"search\",\"startsWith\",\"insert\",\"search\"]\n[[],[\"apple\"],[\"apple\"],[\"app\"],[\"app\"],[\"app\"],[\"app\"]]",
"metaData": "{\n \"classname\": \"Trie\",\n \"constructor\": {\n \"params\": []\n },\n \"methods\": [\n {\n \"params\": [\n {\n \"type\": \"string\",\n \"name\": \"word\"\n }\n ],\n \"name\": \"insert\",\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 \"params\": [\n {\n \"type\": \"string\",\n \"name\": \"prefix\"\n }\n ],\n \"name\": \"startsWith\",\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,
"envInfo": "{\"cpp\":[\"C++\",\"<p>\\u7248\\u672c\\uff1a<code>clang 11<\\/code> \\u91c7\\u7528\\u6700\\u65b0C++ 17\\u6807\\u51c6\\u3002<\\/p>\\r\\n\\r\\n<p>\\u7f16\\u8bd1\\u65f6\\uff0c\\u5c06\\u4f1a\\u91c7\\u7528<code>-O2<\\/code>\\u7ea7\\u4f18\\u5316\\u3002<a href=\\\"https:\\/\\/github.com\\/google\\/sanitizers\\/wiki\\/AddressSanitizer\\\" target=\\\"_blank\\\">AddressSanitizer<\\/a> \\u4e5f\\u88ab\\u5f00\\u542f\\u6765\\u68c0\\u6d4b<code>out-of-bounds<\\/code>\\u548c<code>use-after-free<\\/code>\\u9519\\u8bef\\u3002<\\/p>\\r\\n\\r\\n<p>\\u4e3a\\u4e86\\u4f7f\\u7528\\u65b9\\u4fbf\\uff0c\\u5927\\u90e8\\u5206\\u6807\\u51c6\\u5e93\\u7684\\u5934\\u6587\\u4ef6\\u5df2\\u7ecf\\u88ab\\u81ea\\u52a8\\u5bfc\\u5165\\u3002<\\/p>\"],\"java\":[\"Java\",\"<p>\\u7248\\u672c\\uff1a<code>OpenJDK 17<\\/code>\\u3002\\u53ef\\u4ee5\\u4f7f\\u7528Java 8\\u7684\\u7279\\u6027\\u4f8b\\u5982\\uff0clambda expressions \\u548c stream API\\u3002<\\/p>\\r\\n\\r\\n<p>\\u4e3a\\u4e86\\u65b9\\u4fbf\\u8d77\\u89c1\\uff0c\\u5927\\u90e8\\u5206\\u6807\\u51c6\\u5e93\\u7684\\u5934\\u6587\\u4ef6\\u5df2\\u88ab\\u5bfc\\u5165\\u3002<\\/p>\\r\\n\\r\\n<p>\\u5305\\u542b Pair \\u7c7b: https:\\/\\/docs.oracle.com\\/javase\\/8\\/javafx\\/api\\/javafx\\/util\\/Pair.html <\\/p>\"],\"python\":[\"Python\",\"<p>\\u7248\\u672c\\uff1a <code>Python 2.7.12<\\/code><\\/p>\\r\\n\\r\\n<p>\\u4e3a\\u4e86\\u65b9\\u4fbf\\u8d77\\u89c1\\uff0c\\u5927\\u90e8\\u5206\\u5e38\\u7528\\u5e93\\u5df2\\u7ecf\\u88ab\\u81ea\\u52a8 \\u5bfc\\u5165\\uff0c\\u5982\\uff1a<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>\\u3002\\u5982\\u679c\\u60a8\\u9700\\u8981\\u4f7f\\u7528\\u5176\\u4ed6\\u5e93\\u51fd\\u6570\\uff0c\\u8bf7\\u81ea\\u884c\\u5bfc\\u5165\\u3002<\\/p>\\r\\n\\r\\n<p>\\u6ce8\\u610f Python 2.7 <a href=\\\"https:\\/\\/www.python.org\\/dev\\/peps\\/pep-0373\\/\\\" target=\\\"_blank\\\">\\u5c06\\u57282020\\u5e74\\u540e\\u4e0d\\u518d\\u7ef4\\u62a4<\\/a>\\u3002 \\u5982\\u60f3\\u4f7f\\u7528\\u6700\\u65b0\\u7248\\u7684Python\\uff0c\\u8bf7\\u9009\\u62e9Python 3\\u3002<\\/p>\"],\"c\":[\"C\",\"<p>\\u7248\\u672c\\uff1a<code>GCC 8.2<\\/code>\\uff0c\\u91c7\\u7528GNU99\\u6807\\u51c6\\u3002<\\/p>\\r\\n\\r\\n<p>\\u7f16\\u8bd1\\u65f6\\uff0c\\u5c06\\u4f1a\\u91c7\\u7528<code>-O1<\\/code>\\u7ea7\\u4f18\\u5316\\u3002 <a href=\\\"https:\\/\\/github.com\\/google\\/sanitizers\\/wiki\\/AddressSanitizer\\\" target=\\\"_blank\\\">AddressSanitizer<\\/a>\\u4e5f\\u88ab\\u5f00\\u542f\\u6765\\u68c0\\u6d4b<code>out-of-bounds<\\/code>\\u548c<code>use-after-free<\\/code>\\u9519\\u8bef\\u3002<\\/p>\\r\\n\\r\\n<p>\\u4e3a\\u4e86\\u4f7f\\u7528\\u65b9\\u4fbf\\uff0c\\u5927\\u90e8\\u5206\\u6807\\u51c6\\u5e93\\u7684\\u5934\\u6587\\u4ef6\\u5df2\\u7ecf\\u88ab\\u81ea\\u52a8\\u5bfc\\u5165\\u3002<\\/p>\\r\\n\\r\\n<p>\\u5982\\u60f3\\u4f7f\\u7528\\u54c8\\u5e0c\\u8868\\u8fd0\\u7b97, \\u60a8\\u53ef\\u4ee5\\u4f7f\\u7528 <a href=\\\"https:\\/\\/troydhanson.github.io\\/uthash\\/\\\" target=\\\"_blank\\\">uthash<\\/a>\\u3002 \\\"uthash.h\\\"\\u5df2\\u7ecf\\u9ed8\\u8ba4\\u88ab\\u5bfc\\u5165\\u3002\\u8bf7\\u770b\\u5982\\u4e0b\\u793a\\u4f8b:<\\/p>\\r\\n\\r\\n<p><b>1. \\u5f80\\u54c8\\u5e0c\\u8868\\u4e2d\\u6dfb\\u52a0\\u4e00\\u4e2a\\u5bf9\\u8c61\\uff1a<\\/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. \\u5728\\u54c8\\u5e0c\\u8868\\u4e2d\\u67e5\\u627e\\u4e00\\u4e2a\\u5bf9\\u8c61\\uff1a<\\/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. \\u4ece\\u54c8\\u5e0c\\u8868\\u4e2d\\u5220\\u9664\\u4e00\\u4e2a\\u5bf9\\u8c61\\uff1a<\\/b>\\r\\n<pre>\\r\\nvoid delete_user(struct hash_entry *user) {\\r\\n HASH_DEL(users, user); \\r\\n}\\r\\n<\\/pre>\\r\\n<\\/p>\"],\"csharp\":[\"C#\",\"<p><a href=\\\"https:\\/\\/docs.microsoft.com\\/en-us\\/dotnet\\/csharp\\/whats-new\\/csharp-9\\\" target=\\\"_blank\\\">C# 10<\\/a> \\u8fd0\\u884c\\u5728 .NET 6 \\u4e0a<\\/p>\\r\\n\\r\\n<p>\\u60a8\\u7684\\u4ee3\\u7801\\u5728\\u7f16\\u8bd1\\u65f6\\u9ed8\\u8ba4\\u5f00\\u542f\\u4e86debug\\u6807\\u8bb0(<code>\\/debug:pdbonly<\\/code>)\\u3002<\\/p>\"],\"javascript\":[\"JavaScript\",\"<p>\\u7248\\u672c\\uff1a<code>Node.js 16.13.2<\\/code><\\/p>\\r\\n\\r\\n<p>\\u60a8\\u7684\\u4ee3\\u7801\\u5728\\u6267\\u884c\\u65f6\\u5c06\\u5e26\\u4e0a <code>--harmony<\\/code> \\u6807\\u8bb0\\u6765\\u5f00\\u542f <a href=\\\"http:\\/\\/node.green\\/\\\" target=\\\"_blank\\\">\\u65b0\\u7248ES6\\u7279\\u6027<\\/a>\\u3002<\\/p>\\r\\n\\r\\n<p><a href=\\\"https:\\/\\/lodash.com\\\" target=\\\"_blank\\\">lodash.js<\\/a> \\u5e93\\u5df2\\u7ecf\\u9ed8\\u8ba4\\u88ab\\u5305\\u542b\\u3002<\\/p>\\r\\n\\r\\n<p> \\u5982\\u9700\\u4f7f\\u7528\\u961f\\u5217\\/\\u4f18\\u5148\\u961f\\u5217\\uff0c\\u60a8\\u53ef\\u4f7f\\u7528 <a href=\\\"https:\\/\\/github.com\\/datastructures-js\\/priority-queue\\\" target=\\\"_blank\\\"> datastructures-js\\/priority-queue<\\/a> \\u548c <a href=\\\"https:\\/\\/github.com\\/datastructures-js\\/queue\\\" target=\\\"_blank\\\"> datastructures-js\\/queue<\\/a>\\u3002<\\/p>\"],\"ruby\":[\"Ruby\",\"<p>\\u4f7f\\u7528<code>Ruby 3.1<\\/code>\\u6267\\u884c<\\/p>\\r\\n\\r\\n<p>\\u4e00\\u4e9b\\u5e38\\u7528\\u7684\\u6570\\u636e\\u7ed3\\u6784\\u5df2\\u5728 Algorithms \\u6a21\\u5757\\u4e2d\\u63d0\\u4f9b\\uff1ahttps:\\/\\/www.rubydoc.info\\/github\\/kanwei\\/algorithms\\/Algorithms<\\/p>\"],\"swift\":[\"Swift\",\"<p>\\u7248\\u672c\\uff1a<code>Swift 5.5.2<\\/code><\\/p>\\r\\n\\r\\n<p>\\u6211\\u4eec\\u901a\\u5e38\\u4fdd\\u8bc1\\u66f4\\u65b0\\u5230 <a href=\\\"https:\\/\\/swift.org\\/download\\/\\\" target=\\\"_blank\\\">Apple\\u653e\\u51fa\\u7684\\u6700\\u65b0\\u7248Swift<\\/a>\\u3002\\u5982\\u679c\\u60a8\\u53d1\\u73b0Swift\\u4e0d\\u662f\\u6700\\u65b0\\u7248\\u7684\\uff0c\\u8bf7\\u8054\\u7cfb\\u6211\\u4eec\\uff01\\u6211\\u4eec\\u5c06\\u5c3d\\u5feb\\u66f4\\u65b0\\u3002<\\/p>\"],\"golang\":[\"Go\",\"<p>\\u7248\\u672c\\uff1a<code>Go 1.17<\\/code><\\/p>\\r\\n\\r\\n<p>\\u652f\\u6301 <a href=\\\"https:\\/\\/godoc.org\\/github.com\\/emirpasic\\/gods\\\" target=\\\"_blank\\\">https:\\/\\/godoc.org\\/github.com\\/emirpasic\\/gods<\\/a> \\u7b2c\\u4e09\\u65b9\\u5e93\\u3002<\\/p>\"],\"python3\":[\"Python3\",\"<p>\\u7248\\u672c\\uff1a<code>Python 3.10<\\/code><\\/p>\\r\\n\\r\\n<p>\\u4e3a\\u4e86\\u65b9\\u4fbf\\u8d77\\u89c1\\uff0c\\u5927\\u90e8\\u5206\\u5e38\\u7528\\u5e93\\u5df2\\u7ecf\\u88ab\\u81ea\\u52a8 \\u5bfc\\u5165\\uff0c\\u5982<a href=\\\"https:\\/\\/docs.python.org\\/3\\/library\\/array.html\\\" target=\\\"_blank\\\">array<\\/a>, <a href=\\\"https:\\/\\/docs.python.org\\/3\\/library\\/bisect.html\\\" target=\\\"_blank\\\">bisect<\\/a>, <a href=\\\"https:\\/\\/docs.python.org\\/3\\/library\\/collections.html\\\" target=\\\"_blank\\\">collections<\\/a>\\u3002 \\u5982\\u679c\\u60a8\\u9700\\u8981\\u4f7f\\u7528\\u5176\\u4ed6\\u5e93\\u51fd\\u6570\\uff0c\\u8bf7\\u81ea\\u884c\\u5bfc\\u5165\\u3002<\\/p>\\r\\n\\r\\n<p>\\u5982\\u9700\\u4f7f\\u7528 Map\\/TreeMap \\u6570\\u636e\\u7ed3\\u6784\\uff0c\\u60a8\\u53ef\\u4f7f\\u7528 <a href=\\\"http:\\/\\/www.grantjenks.com\\/docs\\/sortedcontainers\\/\\\" target=\\\"_blank\\\">sortedcontainers<\\/a> \\u5e93\\u3002<\\/p>\"],\"scala\":[\"Scala\",\"<p>\\u7248\\u672c\\uff1a<code>Scala 2.13<\\/code><\\/p>\"],\"kotlin\":[\"Kotlin\",\"<p>\\u7248\\u672c\\uff1a<code>Kotlin 1.3.10<\\/code><\\/p>\"],\"rust\":[\"Rust\",\"<p>\\u7248\\u672c\\uff1a<code>rust 1.58.1<\\/code><\\/p>\\r\\n\\r\\n<p>\\u652f\\u6301 crates.io \\u7684 <a href=\\\"https:\\/\\/crates.io\\/crates\\/rand\\\" target=\\\"_blank\\\">rand<\\/a><\\/p>\"],\"php\":[\"PHP\",\"<p><code>PHP 8.1<\\/code>.<\\/p>\\r\\n\\r\\n<p>With bcmath module.<\\/p>\"],\"typescript\":[\"TypeScript\",\"<p>TypeScript 4.5.4<\\/p>\\r\\n\\r\\n<p>Compile Options: --alwaysStrict --strictBindCallApply --strictFunctionTypes --target ES2020<\\/p>\"],\"racket\":[\"Racket\",\"<p><a href=\\\"https:\\/\\/docs.racket-lang.org\\/guide\\/performance.html#%28tech._c%29\\\" target=\\\"_blank\\\">Racket CS<\\/a> v8.3<\\/p>\\r\\n\\r\\n<p>\\u4f7f\\u7528 #lang racket<\\/p>\\r\\n\\r\\n<p>\\u5df2\\u9884\\u5148 (require data\\/gvector data\\/queue data\\/order data\\/heap). \\u82e5\\u9700\\u4f7f\\u7528\\u5176\\u5b83\\u6570\\u636e\\u7ed3\\u6784\\uff0c\\u53ef\\u81ea\\u884c require\\u3002<\\/p>\"],\"erlang\":[\"Erlang\",\"Erlang\\/OTP 24.2\"],\"elixir\":[\"Elixir\",\"Elixir 1.13.0 with Erlang\\/OTP 24.2\"]}",
"book": null,
"isSubscribed": false,
"isDailyQuestion": false,
"dailyRecordStatus": null,
"editorType": "CKEDITOR",
"ugcQuestionId": null,
"style": "LEETCODE",
"exampleTestcases": "[\"Trie\",\"insert\",\"search\",\"search\",\"startsWith\",\"insert\",\"search\"]\n[[],[\"apple\"],[\"apple\"],[\"app\"],[\"app\"],[\"app\"],[\"app\"]]",
"__typename": "QuestionNode"
}
}
}