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861 lines
38 KiB
Markdown
861 lines
38 KiB
Markdown
# Data Structure Typed
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[//]: # ()
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Data Structures of Javascript & TypeScript.
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Do you envy C++ with [STL](), Python with [collections](), and Java with [java.util]() ? Well, no need to envy anymore! JavaScript and TypeScript now have [data-structure-typed]().
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Now you can use this library in Node.js and browser environments in CommonJS(require export.modules = ), ESModule(import export), Typescript(import export), UMD(var Queue = dataStructureTyped.Queue)
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[//]: # ()
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[//]: # ()
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[//]: # ()
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[//]: # ()
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## Installation and Usage
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### npm
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```bash
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npm i data-structure-typed
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```
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### yarn
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```bash
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yarn add data-structure-typed
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```
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```js
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import {
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BinaryTree, Graph, Queue, Stack, PriorityQueue, BST, Trie, DoublyLinkedList,
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AVLTree, MinHeap, SinglyLinkedList, DirectedGraph, TreeMultimap,
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DirectedVertex, AVLTreeNode
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} from 'data-structure-typed';
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```
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### CDN
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Copy the line below into the head tag in an HTML document.
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#### development
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```html
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<script src='https://cdn.jsdelivr.net/npm/data-structure-typed/dist/umd/data-structure-typed.js'></script>
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```
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#### production
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```html
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<script src='https://cdn.jsdelivr.net/npm/data-structure-typed/dist/umd/data-structure-typed.min.js'></script>
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```
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Copy the code below into the script tag of your HTML, and you're good to go with your development work.
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```js
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const {Heap} = dataStructureTyped;
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const {
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BinaryTree, Graph, Queue, Stack, PriorityQueue, BST, Trie, DoublyLinkedList,
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AVLTree, MinHeap, SinglyLinkedList, DirectedGraph, TreeMultimap,
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DirectedVertex, AVLTreeNode
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} = dataStructureTyped;
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```
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## Vivid Examples
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### Binary Tree
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[Try it out](https://vivid-algorithm.vercel.app/), or you can execute your own code using our [visual tool](https://github.com/zrwusa/vivid-algorithm)
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### Binary Tree DFS
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[Try it out](https://vivid-algorithm.vercel.app/), or you can execute your own code using our [visual tool](https://github.com/zrwusa/vivid-algorithm)
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### AVL Tree
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[Try it out](https://vivid-algorithm.vercel.app/), or you can execute your own code using our [visual tool](https://github.com/zrwusa/vivid-algorithm)
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### Tree Multi Map
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[Try it out](https://vivid-algorithm.vercel.app/), or you can execute your own code using our [visual tool](https://github.com/zrwusa/vivid-algorithm)
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### Matrix
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[Try it out](https://vivid-algorithm.vercel.app/algorithm/graph/), or you can execute your own code using our [visual tool](https://github.com/zrwusa/vivid-algorithm)
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### Directed Graph
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[Try it out](https://vivid-algorithm.vercel.app/algorithm/graph/), or you can execute your own code using our [visual tool](https://github.com/zrwusa/vivid-algorithm)
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### Map Graph
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[Try it out](https://vivid-algorithm.vercel.app/algorithm/graph/), or you can execute your own code using our [visual tool](https://github.com/zrwusa/vivid-algorithm)
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## Code Snippets
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### Binary Search Tree (BST) snippet
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#### TS
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```ts
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import {BST, BSTNode} from 'data-structure-typed';
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const bst = new BST();
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bst.add(11);
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bst.add(3);
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bst.addMany([15, 1, 8, 13, 16, 2, 6, 9, 12, 14, 4, 7, 10, 5]);
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bst.size === 16; // true
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bst.has(6); // true
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const node6 = bst.getNode(6); // BSTNode
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bst.getHeight(6) === 2; // true
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bst.getHeight() === 5; // true
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bst.getDepth(6) === 3; // true
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bst.getLeftMost()?.key === 1; // true
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bst.delete(6);
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bst.get(6); // undefined
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bst.isAVLBalanced(); // true
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bst.bfs()[0] === 11; // true
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const objBST = new BST<{height: number, age: number}>();
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objBST.add(11, { "name": "Pablo", "age": 15 });
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objBST.add(3, { "name": "Kirk", "age": 1 });
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objBST.addMany([15, 1, 8, 13, 16, 2, 6, 9, 12, 14, 4, 7, 10, 5], [
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{ "name": "Alice", "age": 15 },
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{ "name": "Bob", "age": 1 },
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{ "name": "Charlie", "age": 8 },
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{ "name": "David", "age": 13 },
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{ "name": "Emma", "age": 16 },
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{ "name": "Frank", "age": 2 },
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{ "name": "Grace", "age": 6 },
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{ "name": "Hannah", "age": 9 },
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{ "name": "Isaac", "age": 12 },
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{ "name": "Jack", "age": 14 },
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{ "name": "Katie", "age": 4 },
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{ "name": "Liam", "age": 7 },
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{ "name": "Mia", "age": 10 },
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{ "name": "Noah", "age": 5 }
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]
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);
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objBST.delete(11);
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```
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#### JS
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```js
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const {BST, BSTNode} = require('data-structure-typed');
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const bst = new BST();
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bst.add(11);
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bst.add(3);
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bst.addMany([15, 1, 8, 13, 16, 2, 6, 9, 12, 14, 4, 7, 10, 5]);
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bst.size === 16; // true
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bst.has(6); // true
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const node6 = bst.getNode(6);
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bst.getHeight(6) === 2; // true
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bst.getHeight() === 5; // true
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bst.getDepth(6) === 3; // true
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const leftMost = bst.getLeftMost();
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leftMost?.key === 1; // true
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bst.delete(6);
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bst.get(6); // undefined
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bst.isAVLBalanced(); // true or false
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const bfsIDs = bst.bfs();
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bfsIDs[0] === 11; // true
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```
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### AVLTree snippet
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#### TS
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```ts
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import {AVLTree} from 'data-structure-typed';
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const avlTree = new AVLTree();
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avlTree.addMany([11, 3, 15, 1, 8, 13, 16, 2, 6, 9, 12, 14, 4, 7, 10, 5])
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avlTree.isAVLBalanced(); // true
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avlTree.delete(10);
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avlTree.isAVLBalanced(); // true
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```
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#### JS
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```js
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const {AVLTree} = require('data-structure-typed');
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const avlTree = new AVLTree();
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avlTree.addMany([11, 3, 15, 1, 8, 13, 16, 2, 6, 9, 12, 14, 4, 7, 10, 5])
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avlTree.isAVLBalanced(); // true
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avlTree.delete(10);
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avlTree.isAVLBalanced(); // true
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```
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### Directed Graph simple snippet
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#### TS or JS
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```ts
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import {DirectedGraph} from 'data-structure-typed';
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const graph = new DirectedGraph();
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graph.addVertex('A');
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graph.addVertex('B');
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graph.hasVertex('A'); // true
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graph.hasVertex('B'); // true
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graph.hasVertex('C'); // false
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graph.addEdge('A', 'B');
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graph.hasEdge('A', 'B'); // true
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graph.hasEdge('B', 'A'); // false
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graph.deleteEdgeSrcToDest('A', 'B');
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graph.hasEdge('A', 'B'); // false
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graph.addVertex('C');
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graph.addEdge('A', 'B');
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graph.addEdge('B', 'C');
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const topologicalOrderKeys = graph.topologicalSort(); // ['A', 'B', 'C']
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```
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### Undirected Graph snippet
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#### TS or JS
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```ts
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import {UndirectedGraph} from 'data-structure-typed';
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const graph = new UndirectedGraph();
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graph.addVertex('A');
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graph.addVertex('B');
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graph.addVertex('C');
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graph.addVertex('D');
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graph.deleteVertex('C');
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graph.addEdge('A', 'B');
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graph.addEdge('B', 'D');
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const dijkstraResult = graph.dijkstra('A');
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Array.from(dijkstraResult?.seen ?? []).map(vertex => vertex.key) // ['A', 'B', 'D']
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```
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## Built-in classic algorithms
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<table>
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<thead>
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<tr>
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<th>Algorithm</th>
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<th>Function Description</th>
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<th>Iteration Type</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>Binary Tree DFS</td>
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<td>Traverse a binary tree in a depth-first manner, starting from the root node, first visiting the left subtree,
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and then the right subtree, using recursion.
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</td>
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<td>Recursion + Iteration</td>
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</tr>
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<tr>
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<td>Binary Tree BFS</td>
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<td>Traverse a binary tree in a breadth-first manner, starting from the root node, visiting nodes level by level
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from left to right.
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</td>
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<td>Iteration</td>
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</tr>
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<tr>
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<td>Graph DFS</td>
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<td>Traverse a graph in a depth-first manner, starting from a given node, exploring along one path as deeply as
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possible, and backtracking to explore other paths. Used for finding connected components, paths, etc.
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</td>
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<td>Recursion + Iteration</td>
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</tr>
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<tr>
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<td>Binary Tree Morris</td>
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<td>Morris traversal is an in-order traversal algorithm for binary trees with O(1) space complexity. It allows tree
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traversal without additional stack or recursion.
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</td>
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<td>Iteration</td>
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</tr>
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<tr>
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<td>Graph BFS</td>
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<td>Traverse a graph in a breadth-first manner, starting from a given node, first visiting nodes directly connected
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to the starting node, and then expanding level by level. Used for finding shortest paths, etc.
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</td>
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<td>Recursion + Iteration</td>
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</tr>
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<tr>
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<td>Graph Tarjan's Algorithm</td>
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<td>Find strongly connected components in a graph, typically implemented using depth-first search.</td>
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<td>Recursion</td>
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</tr>
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<tr>
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<td>Graph Bellman-Ford Algorithm</td>
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<td>Finding the shortest paths from a single source, can handle negative weight edges</td>
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<td>Iteration</td>
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</tr>
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<tr>
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<td>Graph Dijkstra's Algorithm</td>
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<td>Finding the shortest paths from a single source, cannot handle negative weight edges</td>
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<td>Iteration</td>
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</tr>
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<tr>
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<td>Graph Floyd-Warshall Algorithm</td>
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<td>Finding the shortest paths between all pairs of nodes</td>
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<td>Iteration</td>
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</tr>
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<tr>
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<td>Graph getCycles</td>
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<td>Find all cycles in a graph or detect the presence of cycles.</td>
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<td>Recursion</td>
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</tr>
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<tr>
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<td>Graph getCutVertexes</td>
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<td>Find cut vertices in a graph, which are nodes that, when removed, increase the number of connected components in
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the graph.
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</td>
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<td>Recursion</td>
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</tr>
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<tr>
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<td>Graph getSCCs</td>
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<td>Find strongly connected components in a graph, which are subgraphs where any two nodes can reach each other.
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</td>
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<td>Recursion</td>
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</tr>
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<tr>
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<td>Graph getBridges</td>
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<td>Find bridges in a graph, which are edges that, when removed, increase the number of connected components in the
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graph.
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</td>
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<td>Recursion</td>
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</tr>
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<tr>
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<td>Graph topologicalSort</td>
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<td>Perform topological sorting on a directed acyclic graph (DAG) to find a linear order of nodes such that all
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directed edges go from earlier nodes to later nodes.
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</td>
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<td>Recursion</td>
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</tr>
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</tbody>
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</table>
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## API docs & Examples
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[API Docs](https://data-structure-typed-docs.vercel.app)
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[Live Examples](https://vivid-algorithm.vercel.app)
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<a href="https://github.com/zrwusa/vivid-algorithm" target="_blank">Examples Repository</a>
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## Data Structures
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<table>
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<thead>
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<tr>
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<th>Data Structure</th>
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<th>Unit Test</th>
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<th>Performance Test</th>
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<th>API Documentation</th>
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<th>Implemented</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>Binary Tree</td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><a href="https://data-structure-typed-docs.vercel.app/classes/BinaryTree.html"><span>Binary Tree</span></a></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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</tr>
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<tr>
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<td>Binary Search Tree (BST)</td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><a href="https://data-structure-typed-docs.vercel.app/classes/BST.html"><span>BST</span></a></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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</tr>
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<tr>
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<td>AVL Tree</td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><a href="https://data-structure-typed-docs.vercel.app/classes/AVLTree.html"><span>AVLTree</span></a></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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</tr>
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<tr>
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<td>Red Black Tree</td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><a href="https://data-structure-typed-docs.vercel.app/classes/RedBlackTree.html"><span>RedBlackTree</span></a></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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</tr>
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<tr>
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<td>Tree Multiset</td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><a href="https://data-structure-typed-docs.vercel.app/classes/TreeMultimap.html"><span>TreeMultimap</span></a></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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</tr>
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<tr>
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<td>Segment Tree</td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td></td>
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<td><a href="https://data-structure-typed-docs.vercel.app/classes/SegmentTree.html"><span>SegmentTree</span></a></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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</tr>
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<tr>
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<td>Binary Indexed Tree</td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td></td>
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<td><a href="https://data-structure-typed-docs.vercel.app/classes/BinaryIndexedTree.html"><span>BinaryIndexedTree</span></a></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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</tr>
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<tr>
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<td>Graph</td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><a href="https://data-structure-typed-docs.vercel.app/classes/AbstractGraph.html"><span>AbstractGraph</span></a></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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</tr>
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<tr>
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<td>Directed Graph</td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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<td><a href="https://data-structure-typed-docs.vercel.app/classes/DirectedGraph.html"><span>DirectedGraph</span></a></td>
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<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
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</tr>
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<tr>
|
|
<td>Undirected Graph</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/UndirectedGraph.html"><span>UndirectedGraph</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Linked List</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/SinglyLinkedList.html"><span>SinglyLinkedList</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Singly Linked List</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/SinglyLinkedList.html"><span>SinglyLinkedList</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Doubly Linked List</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/DoublyLinkedList.html"><span>DoublyLinkedList</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Queue</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/Queue.html"><span>Queue</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Object Deque</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/ObjectDeque.html"><span>ObjectDeque</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Array Deque</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/ArrayDeque.html"><span>ArrayDeque</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Stack</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/Stack.html"><span>Stack</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Coordinate Set</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/CoordinateSet.html"><span>CoordinateSet</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Coordinate Map</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/CoordinateMap.html"><span>CoordinateMap</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Heap</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/Heap.html"><span>Heap</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Priority Queue</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/PriorityQueue.html"><span>PriorityQueue</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Max Priority Queue</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/MaxPriorityQueue.html"><span>MaxPriorityQueue</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Min Priority Queue</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/MinPriorityQueue.html"><span>MinPriorityQueue</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
<tr>
|
|
<td>Trie</td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
<td><a href="https://data-structure-typed-docs.vercel.app/classes/Trie.html"><span>Trie</span></a></td>
|
|
<td><img src="https://raw.githubusercontent.com/zrwusa/assets/master/images/data-structure-typed/assets/tick.svg" alt=""></td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
|
|
|
|
|
|
## Standard library data structure comparison
|
|
|
|
|
|
<table>
|
|
<thead>
|
|
<tr>
|
|
<th>Data Structure Typed</th>
|
|
<th>C++ STL</th>
|
|
<th>java.util</th>
|
|
<th>Python collections</th>
|
|
</tr>
|
|
</thead>
|
|
<tbody>
|
|
<tr>
|
|
<td>DoublyLinkedList<E></td>
|
|
<td>list<T></td>
|
|
<td>LinkedList<E></td>
|
|
<td>deque</td>
|
|
</tr>
|
|
<tr>
|
|
<td>SinglyLinkedList<E></td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>Array<E></td>
|
|
<td>vector<T></td>
|
|
<td>ArrayList<E></td>
|
|
<td>list</td>
|
|
</tr>
|
|
<tr>
|
|
<td>Queue<E></td>
|
|
<td>queue<T></td>
|
|
<td>Queue<E></td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>Deque<E></td>
|
|
<td>deque<T></td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>PriorityQueue<E></td>
|
|
<td>priority_queue<T></td>
|
|
<td>PriorityQueue<E></td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>Heap<E></td>
|
|
<td>priority_queue<T></td>
|
|
<td>PriorityQueue<E></td>
|
|
<td>heapq</td>
|
|
</tr>
|
|
<tr>
|
|
<td>Stack<E></td>
|
|
<td>stack<T></td>
|
|
<td>Stack<E></td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>Set<E></td>
|
|
<td>set<T></td>
|
|
<td>HashSet<E></td>
|
|
<td>set</td>
|
|
</tr>
|
|
<tr>
|
|
<td>Map<K, V></td>
|
|
<td>map<K, V></td>
|
|
<td>HashMap<K, V></td>
|
|
<td>dict</td>
|
|
</tr>
|
|
<tr>
|
|
<td>-</td>
|
|
<td>unordered_set<T></td>
|
|
<td>HashSet<E></td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>HashMap<K, V></td>
|
|
<td>unordered_map<K, V></td>
|
|
<td>HashMap<K, V></td>
|
|
<td>defaultdict</td>
|
|
</tr>
|
|
<tr>
|
|
<td>Map<K, V></td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
<td>OrderedDict</td>
|
|
</tr>
|
|
<tr>
|
|
<td>BinaryTree<K, V></td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>BST<K, V></td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>TreeMultimap<K, V></td>
|
|
<td>multimap<K, V></td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>AVLTree<E></td>
|
|
<td>-</td>
|
|
<td>TreeSet<E></td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>AVLTree<K, V></td>
|
|
<td>-</td>
|
|
<td>TreeMap<K, V></td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>AVLTree<E></td>
|
|
<td>set</td>
|
|
<td>TreeSet<E></td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>Trie</td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>-</td>
|
|
<td>multiset<T></td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>DirectedGraph<V, E></td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>UndirectedGraph<V, E></td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>-</td>
|
|
<td>unordered_multiset</td>
|
|
<td>-</td>
|
|
<td>Counter</td>
|
|
</tr>
|
|
<tr>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
<td>LinkedHashSet<E></td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
<td>LinkedHashMap<K, V></td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>-</td>
|
|
<td>unordered_multimap<K, V></td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
</tr>
|
|
<tr>
|
|
<td>-</td>
|
|
<td>bitset<N></td>
|
|
<td>-</td>
|
|
<td>-</td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
|
|
|
|
## Benchmark
|
|
|
|
[//]: # (No deletion!!! Start of Replace Section)
|
|
<div class="json-to-html-collapse clearfix 0">
|
|
<div class='collapsible level0' ><span class='json-to-html-label'>comparison</span></div>
|
|
<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>SRC 10,000 add</td><td>0.57</td><td>1745.58</td><td>5.41e-6</td></tr><tr><td>CJS 10,000 add</td><td>0.57</td><td>1751.77</td><td>4.80e-6</td></tr><tr><td>MJS 10,000 add</td><td>0.57</td><td>1749.46</td><td>6.15e-6</td></tr><tr><td>SRC PQ 10,000 add & pop</td><td>3.42</td><td>292.80</td><td>2.97e-5</td></tr><tr><td>CJS PQ 10,000 add & pop</td><td>3.40</td><td>293.71</td><td>3.10e-5</td></tr><tr><td>MJS PQ 10,000 add & pop</td><td>3.41</td><td>293.62</td><td>3.51e-5</td></tr></table></div>
|
|
</div><div class="json-to-html-collapse clearfix 0">
|
|
<div class='collapsible level0' ><span class='json-to-html-label'>avl-tree</span></div>
|
|
<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>10,000 add randomly</td><td>31.25</td><td>32.00</td><td>3.13e-4</td></tr><tr><td>10,000 add & delete randomly</td><td>71.87</td><td>13.91</td><td>0.00</td></tr><tr><td>10,000 addMany</td><td>41.06</td><td>24.36</td><td>4.25e-4</td></tr><tr><td>10,000 get</td><td>28.10</td><td>35.59</td><td>2.51e-4</td></tr></table></div>
|
|
</div><div class="json-to-html-collapse clearfix 0">
|
|
<div class='collapsible level0' ><span class='json-to-html-label'>binary-tree</span></div>
|
|
<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>1,000 add randomly</td><td>13.02</td><td>76.79</td><td>1.25e-4</td></tr><tr><td>1,000 add & delete randomly</td><td>15.86</td><td>63.05</td><td>1.08e-4</td></tr><tr><td>1,000 addMany</td><td>10.26</td><td>97.46</td><td>7.97e-5</td></tr><tr><td>1,000 get</td><td>18.35</td><td>54.49</td><td>3.12e-4</td></tr><tr><td>1,000 dfs</td><td>154.50</td><td>6.47</td><td>7.28e-4</td></tr><tr><td>1,000 bfs</td><td>56.53</td><td>17.69</td><td>3.74e-4</td></tr><tr><td>1,000 morris</td><td>257.07</td><td>3.89</td><td>0.00</td></tr></table></div>
|
|
</div><div class="json-to-html-collapse clearfix 0">
|
|
<div class='collapsible level0' ><span class='json-to-html-label'>bst</span></div>
|
|
<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>10,000 add randomly</td><td>28.25</td><td>35.40</td><td>3.07e-4</td></tr><tr><td>10,000 add & delete randomly</td><td>67.69</td><td>14.77</td><td>8.51e-4</td></tr><tr><td>10,000 addMany</td><td>29.25</td><td>34.19</td><td>0.00</td></tr><tr><td>10,000 get</td><td>28.77</td><td>34.76</td><td>2.55e-4</td></tr></table></div>
|
|
</div><div class="json-to-html-collapse clearfix 0">
|
|
<div class='collapsible level0' ><span class='json-to-html-label'>rb-tree</span></div>
|
|
<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 add</td><td>86.88</td><td>11.51</td><td>0.00</td></tr><tr><td>100,000 add & delete randomly</td><td>215.71</td><td>4.64</td><td>0.00</td></tr><tr><td>100,000 getNode</td><td>40.78</td><td>24.52</td><td>3.22e-4</td></tr></table></div>
|
|
</div><div class="json-to-html-collapse clearfix 0">
|
|
<div class='collapsible level0' ><span class='json-to-html-label'>directed-graph</span></div>
|
|
<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>1,000 addVertex</td><td>0.10</td><td>9992.98</td><td>8.63e-7</td></tr><tr><td>1,000 addEdge</td><td>6.11</td><td>163.74</td><td>1.31e-4</td></tr><tr><td>1,000 getVertex</td><td>0.05</td><td>2.16e+4</td><td>6.15e-7</td></tr><tr><td>1,000 getEdge</td><td>23.01</td><td>43.45</td><td>0.00</td></tr><tr><td>tarjan</td><td>222.33</td><td>4.50</td><td>0.02</td></tr><tr><td>tarjan all</td><td>224.99</td><td>4.44</td><td>0.02</td></tr><tr><td>topologicalSort</td><td>177.80</td><td>5.62</td><td>0.01</td></tr></table></div>
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</div><div class="json-to-html-collapse clearfix 0">
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<div class='collapsible level0' ><span class='json-to-html-label'>hash-map</span></div>
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<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>10,000 set</td><td>0.99</td><td>1006.45</td><td>2.07e-5</td></tr><tr><td>10,000 set & get</td><td>1.49</td><td>669.20</td><td>2.66e-5</td></tr></table></div>
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</div><div class="json-to-html-collapse clearfix 0">
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<div class='collapsible level0' ><span class='json-to-html-label'>heap</span></div>
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<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>10,000 add & pop</td><td>5.78</td><td>172.88</td><td>4.96e-5</td></tr><tr><td>10,000 fib add & pop</td><td>357.91</td><td>2.79</td><td>0.01</td></tr></table></div>
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</div><div class="json-to-html-collapse clearfix 0">
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<div class='collapsible level0' ><span class='json-to-html-label'>doubly-linked-list</span></div>
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<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>1,000,000 push</td><td>207.57</td><td>4.82</td><td>0.04</td></tr><tr><td>1,000,000 unshift</td><td>224.17</td><td>4.46</td><td>0.10</td></tr><tr><td>1,000,000 unshift & shift</td><td>170.27</td><td>5.87</td><td>0.04</td></tr><tr><td>1,000,000 insertBefore</td><td>325.71</td><td>3.07</td><td>0.08</td></tr></table></div>
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</div><div class="json-to-html-collapse clearfix 0">
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<div class='collapsible level0' ><span class='json-to-html-label'>singly-linked-list</span></div>
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<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>10,000 push & pop</td><td>223.42</td><td>4.48</td><td>0.02</td></tr><tr><td>10,000 insertBefore</td><td>253.67</td><td>3.94</td><td>0.02</td></tr></table></div>
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</div><div class="json-to-html-collapse clearfix 0">
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<div class='collapsible level0' ><span class='json-to-html-label'>max-priority-queue</span></div>
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<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>10,000 refill & poll</td><td>10.51</td><td>95.16</td><td>0.01</td></tr></table></div>
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</div><div class="json-to-html-collapse clearfix 0">
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<div class='collapsible level0' ><span class='json-to-html-label'>priority-queue</span></div>
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<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 add & pop</td><td>105.61</td><td>9.47</td><td>0.00</td></tr></table></div>
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</div><div class="json-to-html-collapse clearfix 0">
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<div class='collapsible level0' ><span class='json-to-html-label'>deque</span></div>
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<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>1,000,000 push</td><td>14.01</td><td>71.39</td><td>4.74e-4</td></tr><tr><td>1,000,000 push & pop</td><td>23.12</td><td>43.25</td><td>6.61e-4</td></tr><tr><td>1,000,000 push & shift</td><td>25.00</td><td>40.00</td><td>0.01</td></tr><tr><td>1,000,000 unshift & shift</td><td>22.04</td><td>45.38</td><td>2.90e-4</td></tr></table></div>
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</div><div class="json-to-html-collapse clearfix 0">
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<div class='collapsible level0' ><span class='json-to-html-label'>queue</span></div>
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<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>1,000,000 push</td><td>48.25</td><td>20.72</td><td>0.01</td></tr><tr><td>1,000,000 push & shift</td><td>83.38</td><td>11.99</td><td>0.00</td></tr></table></div>
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</div><div class="json-to-html-collapse clearfix 0">
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<div class='collapsible level0' ><span class='json-to-html-label'>stack</span></div>
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<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>1,000,000 push</td><td>45.02</td><td>22.21</td><td>0.01</td></tr><tr><td>1,000,000 push & pop</td><td>58.63</td><td>17.06</td><td>0.03</td></tr></table></div>
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</div><div class="json-to-html-collapse clearfix 0">
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<div class='collapsible level0' ><span class='json-to-html-label'>trie</span></div>
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<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>44.82</td><td>22.31</td><td>0.00</td></tr><tr><td>100,000 getWords</td><td>111.82</td><td>8.94</td><td>0.05</td></tr></table></div>
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</div>
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[//]: # (No deletion!!! End of Replace Section)
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## Software Engineering Design Standards
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<table>
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<tr>
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<th>Principle</th>
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<th>Description</th>
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</tr>
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<tr>
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<td>Practicality</td>
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<td>Follows ES6 and ESNext standards, offering unified and considerate optional parameters, and simplifies method names.</td>
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</tr>
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<tr>
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<td>Extensibility</td>
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<td>Adheres to OOP (Object-Oriented Programming) principles, allowing inheritance for all data structures.</td>
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</tr>
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<tr>
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<td>Modularization</td>
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<td>Includes data structure modularization and independent NPM packages.</td>
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</tr>
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<tr>
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<td>Efficiency</td>
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<td>All methods provide time and space complexity, comparable to native JS performance.</td>
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</tr>
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<tr>
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<td>Maintainability</td>
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<td>Follows open-source community development standards, complete documentation, continuous integration, and adheres to TDD (Test-Driven Development) patterns.</td>
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</tr>
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<tr>
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|
<td>Testability</td>
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<td>Automated and customized unit testing, performance testing, and integration testing.</td>
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</tr>
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<tr>
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|
<td>Portability</td>
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<td>Plans for porting to Java, Python, and C++, currently achieved to 80%.</td>
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</tr>
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<tr>
|
|
<td>Reusability</td>
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<td>Fully decoupled, minimized side effects, and adheres to OOP.</td>
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</tr>
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<tr>
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|
<td>Security</td>
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<td>Carefully designed security for member variables and methods. Read-write separation. Data structure software does not need to consider other security aspects.</td>
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</tr>
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<tr>
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<td>Scalability</td>
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<td>Data structure software does not involve load issues.</td>
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</tr>
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</table>
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