mirror of
https://gitee.com/coder-xiaomo/leetcode-problemset
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203 lines
22 KiB
JSON
203 lines
22 KiB
JSON
{
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"data": {
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"question": {
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"questionId": "789",
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"questionFrontendId": "703",
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"title": "Kth Largest Element in a Stream",
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"titleSlug": "kth-largest-element-in-a-stream",
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"content": "<p>Design a class to find the <code>k<sup>th</sup></code> largest element in a stream. Note that it is the <code>k<sup>th</sup></code> largest element in the sorted order, not the <code>k<sup>th</sup></code> distinct element.</p>\n\n<p>Implement <code>KthLargest</code> class:</p>\n\n<ul>\n\t<li><code>KthLargest(int k, int[] nums)</code> Initializes the object with the integer <code>k</code> and the stream of integers <code>nums</code>.</li>\n\t<li><code>int add(int val)</code> Appends the integer <code>val</code> to the stream and returns the element representing the <code>k<sup>th</sup></code> largest element in the stream.</li>\n</ul>\n\n<p> </p>\n<p><strong>Example 1:</strong></p>\n\n<pre>\n<strong>Input</strong>\n["KthLargest", "add", "add", "add", "add", "add"]\n[[3, [4, 5, 8, 2]], [3], [5], [10], [9], [4]]\n<strong>Output</strong>\n[null, 4, 5, 5, 8, 8]\n\n<strong>Explanation</strong>\nKthLargest kthLargest = new KthLargest(3, [4, 5, 8, 2]);\nkthLargest.add(3); // return 4\nkthLargest.add(5); // return 5\nkthLargest.add(10); // return 5\nkthLargest.add(9); // return 8\nkthLargest.add(4); // return 8\n</pre>\n\n<p> </p>\n<p><strong>Constraints:</strong></p>\n\n<ul>\n\t<li><code>1 <= k <= 10<sup>4</sup></code></li>\n\t<li><code>0 <= nums.length <= 10<sup>4</sup></code></li>\n\t<li><code>-10<sup>4</sup> <= nums[i] <= 10<sup>4</sup></code></li>\n\t<li><code>-10<sup>4</sup> <= val <= 10<sup>4</sup></code></li>\n\t<li>At most <code>10<sup>4</sup></code> calls will be made to <code>add</code>.</li>\n\t<li>It is guaranteed that there will be at least <code>k</code> elements in the array when you search for the <code>k<sup>th</sup></code> element.</li>\n</ul>\n",
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"translatedTitle": null,
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"difficulty": "Easy",
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"exampleTestcases": "[\"KthLargest\",\"add\",\"add\",\"add\",\"add\",\"add\"]\n[[3,[4,5,8,2]],[3],[5],[10],[9],[4]]",
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"categoryTitle": "Algorithms",
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"contributors": [],
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"topicTags": [
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{
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"name": "Tree",
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"slug": "tree",
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"name": "Design",
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"name": "Binary Search Tree",
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"slug": "binary-search-tree",
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"translatedName": null,
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"__typename": "TopicTagNode"
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},
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{
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"name": "Heap (Priority Queue)",
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"slug": "heap-priority-queue",
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"translatedName": null,
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},
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"name": "Binary Tree",
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},
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"name": "Data Stream",
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{
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"lang": "C++",
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"langSlug": "cpp",
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"code": "class KthLargest {\npublic:\n KthLargest(int k, vector<int>& nums) {\n \n }\n \n int add(int val) {\n \n }\n};\n\n/**\n * Your KthLargest object will be instantiated and called as such:\n * KthLargest* obj = new KthLargest(k, nums);\n * int param_1 = obj->add(val);\n */",
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"__typename": "CodeSnippetNode"
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{
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"lang": "Java",
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"langSlug": "java",
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"code": "class KthLargest {\n\n public KthLargest(int k, int[] nums) {\n \n }\n \n public int add(int val) {\n \n }\n}\n\n/**\n * Your KthLargest object will be instantiated and called as such:\n * KthLargest obj = new KthLargest(k, nums);\n * int param_1 = obj.add(val);\n */",
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"__typename": "CodeSnippetNode"
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},
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{
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"lang": "Python",
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"langSlug": "python",
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"code": "class KthLargest(object):\n\n def __init__(self, k, nums):\n \"\"\"\n :type k: int\n :type nums: List[int]\n \"\"\"\n \n\n def add(self, val):\n \"\"\"\n :type val: int\n :rtype: int\n \"\"\"\n \n\n\n# Your KthLargest object will be instantiated and called as such:\n# obj = KthLargest(k, nums)\n# param_1 = obj.add(val)",
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"__typename": "CodeSnippetNode"
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},
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{
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"lang": "Python3",
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"langSlug": "python3",
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"code": "class KthLargest:\n\n def __init__(self, k: int, nums: List[int]):\n \n\n def add(self, val: int) -> int:\n \n\n\n# Your KthLargest object will be instantiated and called as such:\n# obj = KthLargest(k, nums)\n# param_1 = obj.add(val)",
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"__typename": "CodeSnippetNode"
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},
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{
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"lang": "C",
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"langSlug": "c",
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"code": "\n\n\ntypedef struct {\n \n} KthLargest;\n\n\nKthLargest* kthLargestCreate(int k, int* nums, int numsSize) {\n \n}\n\nint kthLargestAdd(KthLargest* obj, int val) {\n \n}\n\nvoid kthLargestFree(KthLargest* obj) {\n \n}\n\n/**\n * Your KthLargest struct will be instantiated and called as such:\n * KthLargest* obj = kthLargestCreate(k, nums, numsSize);\n * int param_1 = kthLargestAdd(obj, val);\n \n * kthLargestFree(obj);\n*/",
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{
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"lang": "C#",
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"langSlug": "csharp",
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"code": "public class KthLargest {\n\n public KthLargest(int k, int[] nums) {\n \n }\n \n public int Add(int val) {\n \n }\n}\n\n/**\n * Your KthLargest object will be instantiated and called as such:\n * KthLargest obj = new KthLargest(k, nums);\n * int param_1 = obj.Add(val);\n */",
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"__typename": "CodeSnippetNode"
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{
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"lang": "JavaScript",
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"langSlug": "javascript",
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"code": "/**\n * @param {number} k\n * @param {number[]} nums\n */\nvar KthLargest = function(k, nums) {\n \n};\n\n/** \n * @param {number} val\n * @return {number}\n */\nKthLargest.prototype.add = function(val) {\n \n};\n\n/** \n * Your KthLargest object will be instantiated and called as such:\n * var obj = new KthLargest(k, nums)\n * var param_1 = obj.add(val)\n */",
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"__typename": "CodeSnippetNode"
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"lang": "Ruby",
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"code": "class KthLargest\n\n=begin\n :type k: Integer\n :type nums: Integer[]\n=end\n def initialize(k, nums)\n \n end\n\n\n=begin\n :type val: Integer\n :rtype: Integer\n=end\n def add(val)\n \n end\n\n\nend\n\n# Your KthLargest object will be instantiated and called as such:\n# obj = KthLargest.new(k, nums)\n# param_1 = obj.add(val)",
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"__typename": "CodeSnippetNode"
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},
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{
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"lang": "Swift",
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"langSlug": "swift",
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"code": "\nclass KthLargest {\n\n init(_ k: Int, _ nums: [Int]) {\n \n }\n \n func add(_ val: Int) -> Int {\n \n }\n}\n\n/**\n * Your KthLargest object will be instantiated and called as such:\n * let obj = KthLargest(k, nums)\n * let ret_1: Int = obj.add(val)\n */",
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"__typename": "CodeSnippetNode"
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{
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"lang": "Go",
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"langSlug": "golang",
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"code": "type KthLargest struct {\n \n}\n\n\nfunc Constructor(k int, nums []int) KthLargest {\n \n}\n\n\nfunc (this *KthLargest) Add(val int) int {\n \n}\n\n\n/**\n * Your KthLargest object will be instantiated and called as such:\n * obj := Constructor(k, nums);\n * param_1 := obj.Add(val);\n */",
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"__typename": "CodeSnippetNode"
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{
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"lang": "Scala",
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"langSlug": "scala",
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"code": "class KthLargest(_k: Int, _nums: Array[Int]) {\n\n def add(`val`: Int): Int = {\n \n }\n\n}\n\n/**\n * Your KthLargest object will be instantiated and called as such:\n * var obj = new KthLargest(k, nums)\n * var param_1 = obj.add(`val`)\n */",
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"__typename": "CodeSnippetNode"
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{
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"lang": "Kotlin",
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"langSlug": "kotlin",
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"code": "class KthLargest(k: Int, nums: IntArray) {\n\n fun add(`val`: Int): Int {\n \n }\n\n}\n\n/**\n * Your KthLargest object will be instantiated and called as such:\n * var obj = KthLargest(k, nums)\n * var param_1 = obj.add(`val`)\n */",
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"__typename": "CodeSnippetNode"
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"lang": "Rust",
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"langSlug": "rust",
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"code": "struct KthLargest {\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 KthLargest {\n\n fn new(k: i32, nums: Vec<i32>) -> Self {\n \n }\n \n fn add(&self, val: i32) -> i32 {\n \n }\n}\n\n/**\n * Your KthLargest object will be instantiated and called as such:\n * let obj = KthLargest::new(k, nums);\n * let ret_1: i32 = obj.add(val);\n */",
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"__typename": "CodeSnippetNode"
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"lang": "PHP",
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"langSlug": "php",
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"code": "class KthLargest {\n /**\n * @param Integer $k\n * @param Integer[] $nums\n */\n function __construct($k, $nums) {\n \n }\n \n /**\n * @param Integer $val\n * @return Integer\n */\n function add($val) {\n \n }\n}\n\n/**\n * Your KthLargest object will be instantiated and called as such:\n * $obj = KthLargest($k, $nums);\n * $ret_1 = $obj->add($val);\n */",
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"__typename": "CodeSnippetNode"
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"lang": "TypeScript",
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"langSlug": "typescript",
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"code": "class KthLargest {\n constructor(k: number, nums: number[]) {\n\n }\n\n add(val: number): number {\n\n }\n}\n\n/**\n * Your KthLargest object will be instantiated and called as such:\n * var obj = new KthLargest(k, nums)\n * var param_1 = obj.add(val)\n */",
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"code": "(define kth-largest%\n (class object%\n (super-new)\n\n ; k : exact-integer?\n\n ; nums : (listof exact-integer?)\n (init-field\n k\n nums)\n \n ; add : exact-integer? -> exact-integer?\n (define/public (add val)\n\n )))\n\n;; Your kth-largest% object will be instantiated and called as such:\n;; (define obj (new kth-largest% [k k] [nums nums]))\n;; (define param_1 (send obj add val))",
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"code": "-spec kth_largest_init_(K :: integer(), Nums :: [integer()]) -> any().\nkth_largest_init_(K, Nums) ->\n .\n\n-spec kth_largest_add(Val :: integer()) -> integer().\nkth_largest_add(Val) ->\n .\n\n\n%% Your functions will be called as such:\n%% kth_largest_init_(K, Nums),\n%% Param_1 = kth_largest_add(Val),\n\n%% kth_largest_init_ will be called before every test case, in which you can do some necessary initializations.",
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"langSlug": "elixir",
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"code": "defmodule KthLargest do\n @spec init_(k :: integer, nums :: [integer]) :: any\n def init_(k, nums) do\n\n end\n\n @spec add(val :: integer) :: integer\n def add(val) do\n\n end\nend\n\n# Your functions will be called as such:\n# KthLargest.init_(k, nums)\n# param_1 = KthLargest.add(val)\n\n# KthLargest.init_ will be called before every test case, in which you can do some necessary initializations.",
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"sampleTestCase": "[\"KthLargest\",\"add\",\"add\",\"add\",\"add\",\"add\"]\n[[3,[4,5,8,2]],[3],[5],[10],[9],[4]]",
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"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. Deleting an item in a hash:</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 with .NET 6 runtime</a></p>\\r\\n\\r\\n<p>Your code is compiled with debug flag enabled (<code>/debug</code>).</p>\"], \"javascript\": [\"JavaScript\", \"<p><code>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 ES6 features</a>.</p>\\r\\n\\r\\n<p><a href=\\\"https://lodash.com\\\" target=\\\"_blank\\\">lodash.js</a> library is included by default.</p>\\r\\n\\r\\n<p>For Priority Queue / Queue data structures, you may use <a href=\\\"https://github.com/datastructures-js/priority-queue\\\" target=\\\"_blank\\\">datastructures-js/priority-queue</a> and <a href=\\\"https://github.com/datastructures-js/queue\\\" target=\\\"_blank\\\">datastructures-js/queue</a>.</p>\"], \"ruby\": [\"Ruby\", \"<p><code>Ruby 3.1</code></p>\\r\\n\\r\\n<p>Some common data structure implementations are provided in the Algorithms module: https://www.rubydoc.info/github/kanwei/algorithms/Algorithms</p>\"], \"swift\": [\"Swift\", \"<p><code>Swift 5.5.2</code>.</p>\"], \"golang\": [\"Go\", \"<p><code>Go 1.17.6</code>.</p>\\r\\n\\r\\n<p>Support <a href=\\\"https://godoc.org/github.com/emirpasic/gods\\\" target=\\\"_blank\\\">https://godoc.org/github.com/emirpasic/gods</a> library.</p>\"], \"python3\": [\"Python3\", \"<p><code>Python 3.10</code>.</p>\\r\\n\\r\\n<p>Most libraries are already imported automatically for your convenience, such as <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>. 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\"]}",
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