diff --git a/.eslintrc.json b/.eslintrc.json index af313c2f..ac117e1a 100644 --- a/.eslintrc.json +++ b/.eslintrc.json @@ -29,6 +29,11 @@ "no-return-assign": 0, "no-restricted-globals": 0, "no-multi-assign": 0, - "prefer-destructuring": ["error", {"object": true, "array": false}] + "prefer-destructuring": ["error", {"object": true, "array": false}], + "padded-blocks": 0, + "no-sparse-arrays": 0, + "array-bracket-spacing": 0, + "import/no-named-as-default": 0, + "implicit-arrow-linebreak": 0 } } diff --git a/.gitignore b/.gitignore index 25cf67d5..0c2aa12a 100644 --- a/.gitignore +++ b/.gitignore @@ -6,5 +6,6 @@ coverage coverage.lcov mochawesome-report/* dist/js/* +dist-/* dist/ts/* snippet.js diff --git a/.travis.yml b/.travis.yml index 65552b8d..7def9b91 100644 --- a/.travis.yml +++ b/.travis.yml @@ -9,7 +9,7 @@ script: - npm run go after_success: - npm run coverage - - test $TRAVIS_BRANCH = "third-edition" && firebase deploy --token $FIREBASE_TOKEN --non-interactive + - test $TRAVIS_BRANCH = "master" && test $TRAVIS_PULL_REQUEST = "false" && firebase deploy --token $FIREBASE_TOKEN --non-interactive notifications: email: on_failure: change diff --git a/README.md b/README.md index 93dad51f..96845564 100644 --- a/README.md +++ b/README.md @@ -1,28 +1,30 @@ Learning JavaScript Data Structures and Algorithms ==================================== -[![Build Status](https://travis-ci.org/loiane/javascript-datastructures-algorithms.svg?branch=third-edition)](https://travis-ci.org/loiane/javascript-datastructures-algorithms) -[![codecov](https://codecov.io/gh/loiane/javascript-datastructures-algorithms/branch/third-edition/graph/badge.svg)](https://codecov.io/gh/loiane/javascript-datastructures-algorithms) +[![Build Status](https://travis-ci.org/loiane/javascript-datastructures-algorithms.svg?branch=master)](https://travis-ci.org/loiane/javascript-datastructures-algorithms) +[![codecov](https://codecov.io/gh/loiane/javascript-datastructures-algorithms/branch/master/graph/badge.svg)](https://codecov.io/gh/loiane/javascript-datastructures-algorithms) +[![devDependencies Status](https://david-dm.org/loiane/javascript-datastructures-algorithms/dev-status.svg)](https://david-dm.org/loiane/javascript-datastructures-algorithms?type=dev) +[![dependencies Status](https://david-dm.org/loiane/javascript-datastructures-algorithms/status.svg)](https://david-dm.org/loiane/javascript-datastructures-algorithms) +[![Greenkeeper badge](https://badges.greenkeeper.io/loiane/javascript-datastructures-algorithms.svg)](https://greenkeeper.io/) -Source code of **Learning JavaScript Data Structures and Algorithms** book, third edition. -Work in Progress. +Source code of **Learning JavaScript Data Structures and Algorithms** book, third edition. ## List of available chapters: -* 01: [JavaScript, ECMAScript and TypeScript: a quick overview](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter01) -* 02: [Arrays](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter02) -* 03: [Stacks](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter03) -* 04: [Queues and Deques](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter04) -* 05: [LinkedLists](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter05) -* 06: [Sets](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter06) -* 07: [Dictionaries and Hashes](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter07) -* 08: [Recursion](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter08) -* 09: [Trees](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter09) -* 10: [Heap](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter10) -* 11: [Graphs](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter11) -* 12: [Sorting and Searching Algorithms](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter12) -* 13: [String and Math Algorithms](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter13) +* 01: [JavaScript: a quick overview](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter01_02) +* 02: [ECMAScript and TypeScript Introduction](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter01_02) +* 03: [Arrays](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter03) +* 04: [Stacks](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter04) +* 05: [Queues and Deques](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter05) +* 06: [LinkedLists](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter06) +* 07: [Sets](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter07) +* 08: [Dictionaries and Hashes](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter08) +* 09: [Recursion](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter09) +* 10: [Trees](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter10) +* 11: [Heap](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter11) +* 12: [Graphs](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter12) +* 13: [Sorting and Searching Algorithms](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter13) * 14: [Algorithm Design and Techniques](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter14) * 15: [Algorithm Complexity](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter15) @@ -59,8 +61,8 @@ Work in Progress. ## Installing and running the book examples With Node * Install [Node](https://nodejs.org) -* Open terminal/cmd and change directoty to this project folder: `cd /Users/.../javascript-datastructures-algorithms` (Linux/Max) or `cd C:/.../javascript-datastructures-algorithms` -* run `npm install` to install all depencies +* Open terminal/cmd and change directory to this project folder: `cd /Users/.../javascript-datastructures-algorithms` (Linux/Max) or `cd C:/.../javascript-datastructures-algorithms` +* run `npm install` to install all dependencies * To see the examples, run `http-server html` or `npm run serve`. Open your browser `http:\\localhost:8080` to see the book examples * Or `cd html/chapter01` and run each javascript file with node: `node 02-Variables` @@ -68,7 +70,7 @@ Work in Progress. * Right click on the html file you would like to see the examples, right click and 'Open with Chrome (or any other browser)' -* Or open the `examples/index.html` file to easily nagivate through all examples: +* Or open the `examples/index.html` file to easily navigate through all examples: * Demo: [https://javascript-ds-algorithms-book.firebaseapp.com](https://javascript-ds-algorithms-book.firebaseapp.com) @@ -80,7 +82,7 @@ Happy Coding! | 1st edition | 2nd edition | 3rd edition | | ------------- |:-------------:|:-------------:| -| ![1st edition](https://d1ldz4te4covpm.cloudfront.net/sites/default/files/imagecache/ppv4_main_book_cover/4874OS_Learning%20JavaScript%20Data%20Structures%20and%20Algorithms.jpg) | ![2nd edition](https://d255esdrn735hr.cloudfront.net/sites/default/files/imagecache/ppv4_main_book_cover/5493OS_5348_Learning%20JavaScript%20Data%20Structures%20and%20Algorithms,%20Second%20Edition.jpg) | ![2nd edition](https://d1ldz4te4covpm.cloudfront.net/sites/default/files/imagecache/ppv4_main_book_cover/B09377_MockupCover_0.png) | +| ![1st edition](https://images-na.ssl-images-amazon.com/images/I/51xXGv7QlBL._SX403_BO1,204,203,200_.jpg) | ![2nd edition](https://images-na.ssl-images-amazon.com/images/I/51PWJ%2BoKc2L._SX403_BO1,204,203,200_.jpg) | ![3rd edition](https://images-na.ssl-images-amazon.com/images/I/41oSXp3VztL._SX404_BO1,204,203,200_.jpg) | | [Book link](http://amzn.to/1Y1OWPx)| [Book link](http://amzn.to/1TSkcA1)| [Book link](http://a.co/cbMlYmJ)| Book link - first edition: @@ -98,6 +100,8 @@ Book link - second edition: Book link - third edition: - [Packt](https://www.packtpub.com/web-development/learning-javascript-data-structures-and-algorithms-third-edition) - [Amazon](http://a.co/cbMlYmJ) + - [Chinese version](http://www.ituring.com.cn/book/2653) + - [Brazilian Portuguese version](https://novatec.com.br/livros/estruturas-de-dados-algoritmos-em-javascript-2ed/) ### Found an issue or have a question? diff --git a/examples/PacktDataStructuresAlgorithms.min.js b/examples/PacktDataStructuresAlgorithms.min.js index b06c53f5..b7d4c0c6 100644 --- a/examples/PacktDataStructuresAlgorithms.min.js +++ b/examples/PacktDataStructuresAlgorithms.min.js @@ -1 +1,2 @@ -!function(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"function"==typeof define&&define.amd?define("PacktDataStructuresAlgorithms",[],t):"object"==typeof exports?exports.PacktDataStructuresAlgorithms=t():e.PacktDataStructuresAlgorithms=t()}("undefined"!=typeof self?self:this,function(){return function(e){function t(r){if(n[r])return n[r].exports;var i=n[r]={i:r,l:!1,exports:{}};return e[r].call(i.exports,i,i.exports,t),i.l=!0,i.exports}var n={};return 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f=arguments.length>7&&void 0!==arguments[7]?arguments[7]:[];if(t<=0)return f;if(1===t){i.push(n.pop());var l={};l[o]=n.toString(),l[u]=r.toString(),l[a]=i.toString(),f.push(l)}else{e(t-1,n,i,r,o,a,u,f),i.push(n.pop());var s={};s[o]=n.toString(),s[u]=r.toString(),s[a]=i.toString(),f.push(s),e(t-1,r,n,i,u,o,a,f)}return f}(e,t,i,n,"source","helper","dest")},e.hanoi=function e(t,n,r,i){var o=arguments.length>4&&void 0!==arguments[4]?arguments[4]:[];return t<=0?o:(1===t?o.push([n,i]):(e(t-1,n,i,r,o),o.push([n,i]),e(t-1,r,n,i,o)),o)};var n,r=(n=t)&&n.__esModule?n:{default:n}})?r.apply(t,i):r)||(e.exports=o)},function(e,t,n){var r,i,o;i=[e,t],void 0===(o="function"==typeof(r=function(e,t){"use strict";Object.defineProperty(t,"__esModule",{value:!0});var n=function(){function e(e,t){for(var n=0;n compareFn(b, a);\n}\n\nexport function defaultDiff(a, b) {\n return Number(a) - Number(b);\n}\n","export class ValuePair {\n constructor(key, value) {\n this.key = key;\n this.value = value;\n }\n toString() {\n return `[#${this.key}: ${this.value}]`;\n }\n}\n","import { defaultEquals } from '../util';\nimport { Node } from './models/linked-list-models';\n\nexport default class LinkedList {\n constructor(equalsFn = defaultEquals) {\n this.equalsFn = equalsFn;\n this.count = 0;\n this.head = undefined;\n }\n push(element) {\n const node = new Node(element);\n let current;\n if (this.head == null) {\n // catches null && undefined\n this.head = node;\n } else {\n current = this.head;\n while (current.next != null) {\n current = current.next;\n }\n current.next = node;\n }\n this.count++;\n }\n getElementAt(index) {\n if (index >= 0 && index <= this.count) {\n let node = this.head;\n for (let i = 0; i < index && node != null; i++) {\n node = node.next;\n }\n return node;\n }\n return undefined;\n }\n insert(element, index) {\n if (index >= 0 && index <= this.count) {\n const node = new Node(element);\n if (index === 0) {\n const current = this.head;\n node.next = current;\n this.head = node;\n } else {\n const previous = this.getElementAt(index - 1);\n node.next = previous.next;\n previous.next = node;\n }\n this.count++;\n return true;\n }\n return false;\n }\n removeAt(index) {\n if (index >= 0 && index < this.count) {\n let current = this.head;\n if (index === 0) {\n this.head = current.next;\n } else {\n const previous = this.getElementAt(index - 1);\n current = previous.next;\n previous.next = current.next;\n }\n this.count--;\n return current.element;\n }\n return undefined;\n }\n remove(element) {\n const index = this.indexOf(element);\n return this.removeAt(index);\n }\n indexOf(element) {\n let current = this.head;\n for (let i = 0; i < this.size() && current != null; i++) {\n if (this.equalsFn(element, current.element)) {\n return i;\n }\n current = current.next;\n }\n return -1;\n }\n isEmpty() {\n return this.size() === 0;\n }\n size() {\n return this.count;\n }\n getHead() {\n return this.head;\n }\n clear() {\n this.head = undefined;\n this.count = 0;\n }\n toString() {\n if (this.head == null) {\n return '';\n }\n let objString = `${this.head.element}`;\n let current = this.head.next;\n for (let i = 1; i < this.size() && current != null; i++) {\n objString = `${objString},${current.element}`;\n current = current.next;\n }\n return objString;\n }\n}\n","// @ts-check\n\nexport default class Stack {\n constructor() {\n this.count = 0;\n this.items = {};\n }\n push(element) {\n this.items[this.count] = element;\n this.count++;\n }\n pop() {\n if (this.isEmpty()) {\n return undefined;\n }\n this.count--;\n const result = this.items[this.count];\n delete this.items[this.count];\n return result;\n }\n peek() {\n if (this.isEmpty()) {\n return undefined;\n }\n return this.items[this.count - 1];\n }\n isEmpty() {\n return this.count === 0;\n }\n size() {\n return this.count;\n }\n clear() {\n /* while (!this.isEmpty()) {\n this.pop();\n } */\n this.items = {};\n this.count = 0;\n }\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n let objString = `${this.items[0]}`;\n for (let i = 1; i < this.count; i++) {\n objString = `${objString},${this.items[i]}`;\n }\n return objString;\n }\n}\n","import { Compare, defaultCompare, swap } from '../../util';\n\nfunction partition(array, left, right, compareFn) {\n const pivot = array[Math.floor((right + left) / 2)];\n let i = left;\n let j = right;\n\n while (i <= j) {\n while (compareFn(array[i], pivot) === Compare.LESS_THAN) {\n i++;\n }\n while (compareFn(array[j], pivot) === Compare.BIGGER_THAN) {\n j--;\n }\n if (i <= j) {\n swap(array, i, j);\n i++;\n j--;\n }\n }\n return i;\n}\nfunction quick(array, left, right, compareFn) {\n let index;\n if (array.length > 1) {\n index = partition(array, left, right, compareFn);\n if (left < index - 1) {\n quick(array, left, index - 1, compareFn);\n }\n if (index < right) {\n quick(array, index, right, compareFn);\n }\n }\n return array;\n}\nexport function quickSort(array, compareFn = defaultCompare) {\n return quick(array, 0, array.length - 1, compareFn);\n}\n","import { defaultCompare, Compare } from '../../util';\n\nexport function findMaxValue(array, compareFn = defaultCompare) {\n if (array && array.length > 0) {\n let max = array[0];\n for (let i = 1; i < array.length; i++) {\n if (compareFn(max, array[i]) === Compare.LESS_THAN) {\n max = array[i];\n }\n }\n return max;\n }\n return undefined;\n}\nexport function findMinValue(array, compareFn = defaultCompare) {\n if (array && array.length > 0) {\n let min = array[0];\n for (let i = 1; i < array.length; i++) {\n if (compareFn(min, array[i]) === Compare.BIGGER_THAN) {\n min = array[i];\n }\n }\n return min;\n }\n return undefined;\n}\n","export class Node {\n constructor(element, next) {\n this.element = element;\n this.next = next;\n }\n}\nexport class DoublyNode extends Node {\n constructor(element, next, prev) {\n super(element, next);\n this.prev = prev;\n }\n}\n","// @ts-check\n\nexport default class Queue {\n constructor() {\n this.count = 0;\n this.lowestCount = 0;\n this.items = {};\n }\n\n enqueue(element) {\n this.items[this.count] = element;\n this.count++;\n }\n\n dequeue() {\n if (this.isEmpty()) {\n return undefined;\n }\n const result = this.items[this.lowestCount];\n delete this.items[this.lowestCount];\n this.lowestCount++;\n return result;\n }\n\n peek() {\n if (this.isEmpty()) {\n return undefined;\n }\n return this.items[this.lowestCount];\n }\n\n isEmpty() {\n return this.size() === 0;\n }\n\n clear() {\n this.items = {};\n this.count = 0;\n this.lowestCount = 0;\n }\n\n size() {\n return this.count - this.lowestCount;\n }\n\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n let objString = `${this.items[this.lowestCount]}`;\n for (let i = this.lowestCount + 1; i < this.count; i++) {\n objString = `${objString},${this.items[i]}`;\n }\n return objString;\n }\n}\n","import { Compare, defaultCompare } from '../../util';\n\nexport const insertionSort = (array, compareFn = defaultCompare) => {\n const { length } = array;\n let temp;\n for (let i = 1; i < length; i++) {\n let j = i;\n temp = array[i];\n // console.log('to be inserted ' + temp);\n while (j > 0 && compareFn(array[j - 1], temp) === Compare.BIGGER_THAN) {\n // console.log('shift ' + array[j - 1]);\n array[j] = array[j - 1];\n j--;\n }\n // console.log('insert ' + temp);\n array[j] = temp;\n }\n return array;\n};\n","export class Node {\n constructor(key) {\n this.key = key;\n this.left = undefined;\n this.right = undefined;\n }\n toString() {\n return `${this.key}`;\n }\n}\n","import { Compare, defaultCompare } from '../util';\nimport { Node } from './models/node';\n\nexport default class BinarySearchTree {\n constructor(compareFn = defaultCompare) {\n this.compareFn = compareFn;\n this.root = undefined;\n }\n insert(key) {\n // special case: first key\n if (this.root == null) {\n this.root = new Node(key);\n } else {\n this.insertNode(this.root, key);\n }\n }\n insertNode(node, key) {\n if (this.compareFn(key, node.key) === Compare.LESS_THAN) {\n if (node.left == null) {\n node.left = new Node(key);\n } else {\n this.insertNode(node.left, key);\n }\n } else if (node.right == null) {\n node.right = new Node(key);\n } else {\n this.insertNode(node.right, key);\n }\n }\n getRoot() {\n return this.root;\n }\n search(key) {\n return this.searchNode(this.root, key);\n }\n searchNode(node, key) {\n if (node == null) {\n return false;\n }\n if (this.compareFn(key, node.key) === Compare.LESS_THAN) {\n return this.searchNode(node.left, key);\n } else if (this.compareFn(key, node.key) === Compare.BIGGER_THAN) {\n return this.searchNode(node.right, key);\n }\n return true;\n }\n inOrderTraverse(callback) {\n this.inOrderTraverseNode(this.root, callback);\n }\n inOrderTraverseNode(node, callback) {\n if (node != null) {\n this.inOrderTraverseNode(node.left, callback);\n callback(node.key);\n this.inOrderTraverseNode(node.right, callback);\n }\n }\n preOrderTraverse(callback) {\n this.preOrderTraverseNode(this.root, callback);\n }\n preOrderTraverseNode(node, callback) {\n if (node != null) {\n callback(node.key);\n this.preOrderTraverseNode(node.left, callback);\n this.preOrderTraverseNode(node.right, callback);\n }\n }\n postOrderTraverse(callback) {\n this.postOrderTraverseNode(this.root, callback);\n }\n postOrderTraverseNode(node, callback) {\n if (node != null) {\n this.postOrderTraverseNode(node.left, callback);\n this.postOrderTraverseNode(node.right, callback);\n callback(node.key);\n }\n }\n min() {\n return this.minNode(this.root);\n }\n minNode(node) {\n let current = node;\n while (current != null && current.left != null) {\n current = current.left;\n }\n return current;\n }\n max() {\n return this.maxNode(this.root);\n }\n maxNode(node) {\n let current = node;\n while (current != null && current.right != null) {\n current = current.right;\n }\n return current;\n }\n remove(key) {\n this.root = this.removeNode(this.root, key);\n }\n removeNode(node, key) {\n if (node == null) {\n return undefined;\n }\n if (this.compareFn(key, node.key) === Compare.LESS_THAN) {\n node.left = this.removeNode(node.left, key);\n return node;\n } else if (this.compareFn(key, node.key) === Compare.BIGGER_THAN) {\n node.right = this.removeNode(node.right, key);\n return node;\n }\n // key is equal to node.item\n // handle 3 special conditions\n // 1 - a leaf node\n // 2 - a node with only 1 child\n // 3 - a node with 2 children\n // case 1\n if (node.left == null && node.right == null) {\n node = undefined;\n return node;\n }\n // case 2\n if (node.left == null) {\n node = node.right;\n return node;\n } else if (node.right == null) {\n node = node.left;\n return node;\n }\n // case 3\n const aux = this.minNode(node.right);\n node.key = aux.key;\n node.right = this.removeNode(node.right, aux.key);\n return node;\n }\n}\n","import { defaultToString } from '../util';\nimport { ValuePair } from './models/value-pair';\n\nexport default class Dictionary {\n constructor(toStrFn = defaultToString) {\n this.toStrFn = toStrFn;\n this.table = {};\n }\n set(key, value) {\n if (key != null && value != null) {\n const tableKey = this.toStrFn(key);\n this.table[tableKey] = new ValuePair(key, value);\n return true;\n }\n return false;\n }\n get(key) {\n const valuePair = this.table[this.toStrFn(key)];\n return valuePair == null ? undefined : valuePair.value;\n }\n hasKey(key) {\n return this.table[this.toStrFn(key)] != null;\n }\n remove(key) {\n if (this.hasKey(key)) {\n delete this.table[this.toStrFn(key)];\n return true;\n }\n return false;\n }\n values() {\n return this.keyValues().map(valuePair => valuePair.value);\n }\n keys() {\n return this.keyValues().map(valuePair => valuePair.key);\n }\n keyValues() {\n return Object.values(this.table);\n }\n forEach(callbackFn) {\n const valuePairs = this.keyValues();\n for (let i = 0; i < valuePairs.length; i++) {\n const result = callbackFn(valuePairs[i].key, valuePairs[i].value);\n if (result === false) {\n break;\n }\n }\n }\n isEmpty() {\n return this.size() === 0;\n }\n size() {\n return Object.keys(this.table).length;\n }\n clear() {\n this.table = {};\n }\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n const valuePairs = this.keyValues();\n let objString = `${valuePairs[0].toString()}`;\n for (let i = 1; i < valuePairs.length; i++) {\n objString = `${objString},${valuePairs[i].toString()}`;\n }\n return objString;\n }\n}\n","import { defaultEquals } from '../util';\nimport LinkedList from './linked-list';\nimport { DoublyNode } from './models/linked-list-models';\n\nexport default class DoublyLinkedList extends LinkedList {\n constructor(equalsFn = defaultEquals) {\n super(equalsFn);\n this.tail = undefined;\n }\n push(element) {\n const node = new DoublyNode(element);\n if (this.head == null) {\n this.head = node;\n this.tail = node; // NEW\n } else {\n // attach to the tail node // NEW\n this.tail.next = node;\n node.prev = this.tail;\n this.tail = node;\n }\n this.count++;\n }\n insert(element, index) {\n if (index >= 0 && index <= this.count) {\n const node = new DoublyNode(element);\n let current = this.head;\n if (index === 0) {\n if (this.head == null) { // NEW\n this.head = node;\n this.tail = node; // NEW\n } else {\n node.next = this.head;\n this.head.prev = node; // NEW\n this.head = node;\n }\n } else if (index === this.count) { // last item NEW\n current = this.tail;\n current.next = node;\n node.prev = current;\n this.tail = node;\n } else {\n const previous = this.getElementAt(index - 1);\n current = previous.next;\n node.next = current;\n previous.next = node;\n current.prev = node; // NEW\n node.prev = previous; // NEW\n }\n this.count++;\n return true;\n }\n return false;\n }\n removeAt(index) {\n if (index >= 0 && index < this.count) {\n let current = this.head;\n if (index === 0) {\n this.head = this.head.next;\n // if there is only one item, then we update tail as well //NEW\n if (this.count === 1) {\n // {2}\n this.tail = undefined;\n } else {\n this.head.prev = undefined;\n }\n } else if (index === this.count - 1) {\n // last item //NEW\n current = this.tail;\n this.tail = current.prev;\n this.tail.next = undefined;\n } else {\n current = this.getElementAt(index);\n const previous = current.prev;\n // link previous with current's next - skip it to remove\n previous.next = current.next;\n current.next.prev = previous; // NEW\n }\n this.count--;\n return current.element;\n }\n return undefined;\n }\n indexOf(element) {\n let current = this.head;\n let index = 0;\n while (current != null) {\n if (this.equalsFn(element, current.element)) {\n return index;\n }\n index++;\n current = current.next;\n }\n return -1;\n }\n getHead() {\n return this.head;\n }\n getTail() {\n return this.tail;\n }\n clear() {\n super.clear();\n this.tail = undefined;\n }\n toString() {\n if (this.head == null) {\n return '';\n }\n let objString = `${this.head.element}`;\n let current = this.head.next;\n while (current != null) {\n objString = `${objString},${current.element}`;\n current = current.next;\n }\n return objString;\n }\n inverseToString() {\n if (this.tail == null) {\n return '';\n }\n let objString = `${this.tail.element}`;\n let previous = this.tail.prev;\n while (previous != null) {\n objString = `${objString},${previous.element}`;\n previous = previous.prev;\n }\n return objString;\n }\n}\n","// @ts-check\n\nexport default class Deque {\n constructor() {\n this.count = 0;\n this.lowestCount = 0;\n this.items = {};\n }\n\n addFront(element) {\n if (this.isEmpty()) {\n this.addBack(element);\n } else if (this.lowestCount > 0) {\n this.lowestCount--;\n this.items[this.lowestCount] = element;\n } else {\n for (let i = this.count; i > 0; i--) {\n this.items[i] = this.items[i - 1];\n }\n this.count++;\n this.items[0] = element;\n }\n }\n\n addBack(element) {\n this.items[this.count] = element;\n this.count++;\n }\n\n removeFront() {\n if (this.isEmpty()) {\n return undefined;\n }\n const result = this.items[this.lowestCount];\n delete this.items[this.lowestCount];\n this.lowestCount++;\n return result;\n }\n\n removeBack() {\n if (this.isEmpty()) {\n return undefined;\n }\n this.count--;\n const result = this.items[this.count];\n delete this.items[this.count];\n return result;\n }\n\n peekFront() {\n if (this.isEmpty()) {\n return undefined;\n }\n return this.items[this.lowestCount];\n }\n\n peekBack() {\n if (this.isEmpty()) {\n return undefined;\n }\n return this.items[this.count - 1];\n }\n\n isEmpty() {\n return this.size() === 0;\n }\n\n clear() {\n this.items = {};\n this.count = 0;\n this.lowestCount = 0;\n }\n\n size() {\n return this.count - this.lowestCount;\n }\n\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n let objString = `${this.items[this.lowestCount]}`;\n for (let i = this.lowestCount + 1; i < this.count; i++) {\n objString = `${objString},${this.items[i]}`;\n }\n return objString;\n }\n}\n","export const floydWarshall = graph => {\n const dist = [];\n const { length } = graph;\n for (let i = 0; i < length; i++) {\n dist[i] = [];\n for (let j = 0; j < length; j++) {\n if (i === j) {\n dist[i][j] = 0;\n } else if (!isFinite(graph[i][j])) {\n dist[i][j] = Infinity;\n } else {\n dist[i][j] = graph[i][j];\n }\n }\n }\n for (let k = 0; k < length; k++) {\n for (let i = 0; i < length; i++) {\n for (let j = 0; j < length; j++) {\n if (dist[i][k] + dist[k][j] < dist[i][j]) {\n dist[i][j] = dist[i][k] + dist[k][j];\n }\n }\n }\n }\n return dist;\n};\n","const UNASSIGNED = 0;\n\nfunction usedInRow(matrix, row, num) {\n for (let col = 0; col < matrix.length; col++) {\n if (matrix[row][col] === num) {\n return true;\n }\n }\n return false;\n}\n\nfunction usedInCol(matrix, col, num) {\n for (let row = 0; row < matrix.length; row++) {\n if (matrix[row][col] === num) {\n return true;\n }\n }\n return false;\n}\n\nfunction usedInBox(matrix, boxStartRow, boxStartCol, num) {\n for (let row = 0; row < 3; row++) {\n for (let col = 0; col < 3; col++) {\n if (matrix[row + boxStartRow][col + boxStartCol] === num) {\n return true;\n }\n }\n }\n return false;\n}\n\nfunction isSafe(matrix, row, col, num) {\n return (\n !usedInRow(matrix, row, num) &&\n !usedInCol(matrix, col, num) &&\n !usedInBox(matrix, row - (row % 3), col - (col % 3), num)\n );\n}\nfunction solveSudoku(matrix) {\n let row = 0;\n let col = 0;\n let checkBlankSpaces = false;\n\n for (row = 0; row < matrix.length; row++) {\n for (col = 0; col < matrix[row].length; col++) {\n if (matrix[row][col] === UNASSIGNED) {\n checkBlankSpaces = true;\n break;\n }\n }\n if (checkBlankSpaces === true) {\n break;\n }\n }\n if (checkBlankSpaces === false) {\n return true;\n }\n\n for (let num = 1; num <= 9; num++) {\n if (isSafe(matrix, row, col, num)) {\n matrix[row][col] = num;\n if (solveSudoku(matrix)) {\n return true;\n }\n matrix[row][col] = UNASSIGNED;\n }\n }\n return false;\n}\n\nexport function sudokuSolver(matrix) {\n if (solveSudoku(matrix) === true) {\n return matrix;\n }\n return 'NO SOLUTION EXISTS!';\n}\n","function isSafe(maze, x, y) {\n const n = maze.length;\n if (x >= 0 && y >= 0 && x < n && y < n && maze[x][y] !== 0) {\n return true;\n }\n return false;\n}\n\nfunction findPath(maze, x, y, solution) {\n const n = maze.length;\n if (x === n - 1 && y === n - 1) {\n solution[x][y] = 1;\n return true;\n }\n if (isSafe(maze, x, y) === true) {\n solution[x][y] = 1;\n if (findPath(maze, x + 1, y, solution)) {\n return true;\n }\n if (findPath(maze, x, y + 1, solution)) {\n return true;\n }\n solution[x][y] = 0;\n return false;\n }\n return false;\n}\n\nexport function ratInAMaze(maze) {\n const solution = [];\n for (let i = 0; i < maze.length; i++) {\n solution[i] = [];\n for (let j = 0; j < maze[i].length; j++) {\n solution[i][j] = 0;\n }\n }\n if (findPath(maze, 0, 0, solution) === true) {\n return solution;\n }\n return 'NO PATH FOUND';\n}\n","export function matrixChainOrder(p, i = 1, j = p.length - 1) {\n if (i === j) {\n return 0;\n }\n let min = Number.MAX_SAFE_INTEGER;\n for (let k = i; k < j; k++) {\n const count =\n matrixChainOrder(p, i, k) + matrixChainOrder(p, k + 1, j) + ((p[i - 1] * p[k]) * p[j]);\n if (count < min) {\n min = count;\n }\n }\n return min;\n}\n","function printOptimalParenthesis(s, i, j) {\n if (i === j) {\n // console.log('A[' + i + ']');\n } else {\n // console.log('(');\n printOptimalParenthesis(s, i, s[i][j]);\n printOptimalParenthesis(s, s[i][j] + 1, j);\n // console.log(')');\n }\n}\n\nexport function matrixChainOrder(p) {\n const n = p.length;\n const m = [];\n const s = [];\n for (let i = 1; i <= n; i++) {\n m[i] = [];\n m[i][i] = 0;\n }\n for (let i = 0; i <= n; i++) {\n // to help printing the optimal solution\n s[i] = []; // auxiliary\n for (let j = 0; j <= n; j++) {\n s[i][j] = 0;\n }\n }\n for (let l = 2; l < n; l++) {\n for (let i = 1; i <= (n - l) + 1; i++) {\n const j = (i + l) - 1;\n m[i][j] = Number.MAX_SAFE_INTEGER;\n for (let k = i; k <= j - 1; k++) {\n // q = cost/scalar multiplications\n const q = m[i][k] + m[k + 1][j] + ((p[i - 1] * p[k]) * p[j]);\n if (q < m[i][j]) {\n m[i][j] = q;\n s[i][j] = k; // s[i,j] = Second auxiliary table that stores k\n }\n }\n }\n }\n // console.log(m);\n // console.log(s);\n printOptimalParenthesis(s, 1, n - 1);\n return m[1][n - 1];\n}\n\n","export function lcs(wordX, wordY, m = wordX.length, n = wordY.length) {\n if (m === 0 || n === 0) {\n return 0;\n }\n if (wordX[m - 1] === wordY[n - 1]) {\n return 1 + lcs(wordX, wordY, m - 1, n - 1);\n }\n const a = lcs(wordX, wordY, m, n - 1);\n const b = lcs(wordX, wordY, m - 1, n);\n return a > b ? a : b;\n}\n","function printSolution(solution, wordX, m, n) {\n let a = m;\n let b = n;\n let x = solution[a][b];\n let answer = '';\n while (x !== '0') {\n if (solution[a][b] === 'diagonal') {\n answer = wordX[a - 1] + answer;\n a--;\n b--;\n } else if (solution[a][b] === 'left') {\n b--;\n } else if (solution[a][b] === 'top') {\n a--;\n }\n x = solution[a][b];\n }\n return answer;\n}\nexport function lcs(wordX, wordY) {\n const m = wordX.length;\n const n = wordY.length;\n const l = [];\n const solution = [];\n for (let i = 0; i <= m; i++) {\n l[i] = [];\n solution[i] = [];\n for (let j = 0; j <= n; j++) {\n l[i][j] = 0;\n solution[i][j] = '0';\n }\n }\n for (let i = 0; i <= m; i++) {\n for (let j = 0; j <= n; j++) {\n if (i === 0 || j === 0) {\n l[i][j] = 0;\n } else if (wordX[i - 1] === wordY[j - 1]) {\n l[i][j] = l[i - 1][j - 1] + 1;\n solution[i][j] = 'diagonal';\n } else {\n const a = l[i - 1][j];\n const b = l[i][j - 1];\n l[i][j] = a > b ? a : b; // max(a,b)\n solution[i][j] = l[i][j] === l[i - 1][j] ? 'top' : 'left';\n }\n }\n // console.log(l[i].join());\n // console.log(solution[i].join());\n }\n return printSolution(solution, wordX, m, n);\n}\n","export function lcs(wordX, wordY) {\n const m = wordX.length;\n const n = wordY.length;\n const l = [];\n for (let i = 0; i <= m; i++) {\n l[i] = [];\n for (let j = 0; j <= n; j++) {\n l[i][j] = 0;\n }\n }\n for (let i = 0; i <= m; i++) {\n for (let j = 0; j <= n; j++) {\n if (i === 0 || j === 0) {\n l[i][j] = 0;\n } else if (wordX[i - 1] === wordY[j - 1]) {\n l[i][j] = l[i - 1][j - 1] + 1;\n } else {\n const a = l[i - 1][j];\n const b = l[i][j - 1];\n l[i][j] = a > b ? a : b; // max(a,b)\n }\n }\n // console.log(l[i].join());\n }\n return l[m][n];\n}\n","export function knapSack(capacity, weights, values) {\n const n = values.length;\n let load = 0;\n let val = 0;\n for (let i = 0; i < n && load < capacity; i++) {\n if (weights[i] <= capacity - load) {\n val += values[i];\n load += weights[i];\n // console.log('using item ' + (i + 1) + ' for the solution');\n } else {\n const r = (capacity - load) / weights[i];\n val += r * values[i];\n load += weights[i];\n // console.log('using ratio of ' + r + ' for item ' + (i + 1) + ' for the solution');\n }\n }\n return val;\n}\n","export function knapSack(capacity, weights, values, n) {\n if (n === 0 || capacity === 0) {\n return 0;\n }\n if (weights[n - 1] > capacity) {\n return knapSack(capacity, weights, values, n - 1);\n }\n const a = values[n - 1] + knapSack(capacity - weights[n - 1], weights, values, n - 1);\n const b = knapSack(capacity, weights, values, n - 1);\n return a > b ? a : b;\n}\n","function findValues(n, capacity, kS) {\n let i = n;\n let k = capacity;\n // console.log('Items that are part of the solution:');\n while (i > 0 && k > 0) {\n if (kS[i][k] !== kS[i - 1][k]) {\n // console.log(\n // item ' + i + ' can be part of solution w,v: ' + weights[i - 1] + ',' + values[i - 1]\n // );\n i--;\n k -= kS[i][k];\n } else {\n i--;\n }\n }\n}\n\nexport function knapSack(capacity, weights, values, n) {\n const kS = [];\n for (let i = 0; i <= n; i++) {\n kS[i] = [];\n }\n for (let i = 0; i <= n; i++) {\n for (let w = 0; w <= capacity; w++) {\n if (i === 0 || w === 0) {\n kS[i][w] = 0;\n } else if (weights[i - 1] <= w) {\n const a = values[i - 1] + kS[i - 1][w - weights[i - 1]];\n const b = kS[i - 1][w];\n kS[i][w] = a > b ? a : b; // max(a,b)\n // console.log(a + ' can be part of the solution');\n } else {\n kS[i][w] = kS[i - 1][w];\n }\n }\n // console.log(kS[i].join());\n }\n // extra algorithm to find the items that are part of the solution\n findValues(n, capacity, kS);\n return kS[n][capacity];\n}\n","export function minCoinChange(coins, amount) {\n const change = [];\n let total = 0;\n for (let i = coins.length; i >= 0; i--) {\n const coin = coins[i];\n while (total + coin <= amount) {\n change.push(coin);\n total += coin;\n }\n }\n return change;\n}\n","export function minCoinChange(coins, amount) {\n const cache = [];\n\n const makeChange = (value) => {\n if (!value) {\n return [];\n }\n if (cache[value]) {\n return cache[value];\n }\n let min = [];\n let newMin;\n let newAmount;\n for (let i = 0; i < coins.length; i++) {\n const coin = coins[i];\n newAmount = value - coin;\n if (newAmount >= 0) {\n newMin = makeChange(newAmount);\n }\n if (\n newAmount >= 0 &&\n (newMin.length < min.length - 1 || !min.length) &&\n (newMin.length || !newAmount)\n ) {\n min = [coin].concat(newMin);\n // console.log('new Min ' + min + ' for ' + amount);\n }\n }\n return (cache[value] = min);\n };\n return makeChange(amount);\n}\n","import { Compare, defaultCompare, DOES_NOT_EXIST } from '../../util';\nimport { quickSort } from '../sorting/quicksort';\n\nfunction binarySearchRecursive(array, value, low, high, compareFn = defaultCompare) {\n if (low <= high) {\n const mid = Math.floor((low + high) / 2);\n const element = array[mid];\n if (compareFn(element, value) === Compare.LESS_THAN) {\n return binarySearchRecursive(array, value, mid + 1, high, compareFn);\n }\n if (compareFn(element, value) === Compare.BIGGER_THAN) {\n return binarySearchRecursive(array, value, low, mid - 1, compareFn);\n }\n return mid;\n }\n return DOES_NOT_EXIST;\n}\n\nexport function binarySearch(array, value, compareFn = defaultCompare) {\n const sortedArray = quickSort(array);\n const low = 0;\n const high = sortedArray.length - 1;\n return binarySearchRecursive(array, value, low, high, compareFn);\n}\n","import { defaultEquals, DOES_NOT_EXIST } from '../../util';\n\nexport function sequentialSearch(array, value, equalsFn = defaultEquals) {\n for (let i = 0; i < array.length; i++) {\n if (equalsFn(value, array[i])) {\n return i;\n }\n }\n return DOES_NOT_EXIST;\n}\n","import {\n biggerEquals,\n Compare,\n defaultCompare,\n defaultEquals,\n defaultDiff,\n DOES_NOT_EXIST,\n lesserEquals\n} from '../../util';\n\nexport function interpolationSearch(\n array,\n value,\n compareFn = defaultCompare,\n equalsFn = defaultEquals,\n diffFn = defaultDiff\n) {\n const { length } = array;\n let low = 0;\n let high = length - 1;\n let position = -1;\n let delta = -1;\n while (\n low <= high &&\n biggerEquals(value, array[low], compareFn) &&\n lesserEquals(value, array[high], compareFn)\n ) {\n delta = diffFn(value, array[low]) / diffFn(array[high], array[low]);\n position = low + Math.floor((high - low) * delta);\n if (equalsFn(array[position], value)) {\n return position;\n }\n if (compareFn(array[position], value) === Compare.LESS_THAN) {\n low = position + 1;\n } else {\n high = position - 1;\n }\n }\n return DOES_NOT_EXIST;\n}\n","import { Compare, defaultCompare, DOES_NOT_EXIST } from '../../util';\nimport { quickSort } from '../sorting/quicksort';\n\nexport function binarySearch(array, value, compareFn = defaultCompare) {\n const sortedArray = quickSort(array);\n let low = 0;\n let high = sortedArray.length - 1;\n while (low <= high) {\n const mid = Math.floor((low + high) / 2);\n const element = sortedArray[mid];\n // console.log('mid element is ' + element);\n if (compareFn(element, value) === Compare.LESS_THAN) {\n low = mid + 1;\n // console.log('low is ' + low);\n } else if (compareFn(element, value) === Compare.BIGGER_THAN) {\n high = mid - 1;\n // console.log('high is ' + high);\n } else {\n // console.log('found it');\n return mid;\n }\n }\n return DOES_NOT_EXIST;\n}\n","import { Compare, defaultCompare } from '../../util';\n\nexport function shellSort(array, compareFn = defaultCompare) {\n let increment = array.length / 2;\n while (increment > 0) {\n for (let i = increment; i < array.length; i++) {\n let j = i;\n const temp = array[i];\n while (j >= increment && compareFn(array[j - increment], temp) === Compare.BIGGER_THAN) {\n array[j] = array[j - increment];\n j -= increment;\n }\n array[j] = temp;\n }\n if (increment === 2) {\n increment = 1;\n } else {\n increment = Math.floor((increment * 5) / 11);\n }\n }\n return array;\n}\n","import { Compare, defaultCompare, swap } from '../../util';\n\nexport const selectionSort = (array, compareFn = defaultCompare) => {\n const { length } = array;\n let indexMin;\n for (let i = 0; i < length - 1; i++) {\n indexMin = i;\n // console.log('index ' + array[i]);\n for (let j = i; j < length; j++) {\n if (compareFn(array[indexMin], array[j]) === Compare.BIGGER_THAN) {\n // console.log('new index min ' + array[j]);\n indexMin = j;\n }\n }\n if (i !== indexMin) {\n // console.log('swap ' + array[i] + ' with ' + array[indexMin]);\n swap(array, i, indexMin);\n }\n }\n return array;\n};\n","import { findMaxValue, findMinValue } from '../search/min-max-search';\n\nconst getBucketIndex = (value, minValue, significantDigit, radixBase) =>\n Math.floor(((value - minValue) / significantDigit) % radixBase);\n\nconst countingSortForRadix = (array, radixBase, significantDigit, minValue) => {\n let bucketsIndex;\n const buckets = [];\n const aux = [];\n for (let i = 0; i < radixBase; i++) {\n buckets[i] = 0;\n }\n for (let i = 0; i < array.length; i++) {\n bucketsIndex = getBucketIndex(array[i], minValue, significantDigit, radixBase);\n buckets[bucketsIndex]++;\n }\n for (let i = 1; i < radixBase; i++) {\n buckets[i] += buckets[i - 1];\n }\n for (let i = array.length - 1; i >= 0; i--) {\n bucketsIndex = getBucketIndex(array[i], minValue, significantDigit, radixBase);\n aux[--buckets[bucketsIndex]] = array[i];\n }\n for (let i = 0; i < array.length; i++) {\n array[i] = aux[i];\n }\n return array;\n};\nexport function radixSort(array, radixBase = 10) {\n if (array.length < 2) {\n return array;\n }\n const minValue = findMinValue(array);\n const maxValue = findMaxValue(array);\n // Perform counting sort for each significant digit, starting at 1\n let significantDigit = 1;\n while ((maxValue - minValue) / significantDigit >= 1) {\n // console.log('radix sort for digit ' + significantDigit);\n array = countingSortForRadix(array, radixBase, significantDigit, minValue);\n // console.log(array.join());\n significantDigit *= radixBase;\n }\n return array;\n}\n","import { Compare, defaultCompare } from '../../util';\n\nfunction merge(left, right, compareFn) {\n let i = 0;\n let j = 0;\n const result = [];\n while (i < left.length && j < right.length) {\n result.push(compareFn(left[i], right[j]) === Compare.LESS_THAN ? left[i++] : right[j++]);\n }\n return result.concat(i < left.length ? left.slice(i) : right.slice(j));\n}\nexport function mergeSort(array, compareFn = defaultCompare) {\n if (array.length > 1) {\n const { length } = array;\n const middle = Math.floor(length / 2);\n const left = mergeSort(array.slice(0, middle), compareFn);\n const right = mergeSort(array.slice(middle, length), compareFn);\n array = merge(left, right, compareFn);\n }\n return array;\n}\n","import { findMaxValue } from '../search/min-max-search';\n\nexport function countingSort(array) {\n if (array.length < 2) {\n return array;\n }\n const maxValue = findMaxValue(array);\n let sortedIndex = 0;\n const counts = new Array(maxValue + 1);\n array.forEach(element => {\n if (!counts[element]) {\n counts[element] = 0;\n }\n counts[element]++;\n });\n // console.log('Frequencies: ' + counts.join());\n counts.forEach((element, i) => {\n while (element > 0) {\n array[sortedIndex++] = i;\n element--;\n }\n });\n return array;\n}\n","import { insertionSort } from './insertion-sort';\n\nfunction createBuckets(array, bucketSize) {\n let minValue = array[0];\n let maxValue = array[0];\n for (let i = 1; i < array.length; i++) {\n if (array[i] < minValue) {\n minValue = array[i];\n } else if (array[i] > maxValue) {\n maxValue = array[i];\n }\n }\n const bucketCount = Math.floor((maxValue - minValue) / bucketSize) + 1;\n const buckets = [];\n for (let i = 0; i < bucketCount; i++) {\n buckets[i] = [];\n }\n for (let i = 0; i < array.length; i++) {\n buckets[Math.floor((array[i] - minValue) / bucketSize)].push(array[i]);\n }\n return buckets;\n}\nfunction sortBuckets(buckets) {\n const sortedArray = [];\n for (let i = 0; i < buckets.length; i++) {\n if (buckets[i] != null) {\n insertionSort(buckets[i]);\n sortedArray.push(...buckets[i]);\n }\n }\n return sortedArray;\n}\nexport function bucketSort(array, bucketSize = 5) {\n if (array.length < 2) {\n return array;\n }\n const buckets = createBuckets(array, bucketSize);\n return sortBuckets(buckets);\n}\n","import { Compare, defaultCompare, swap } from '../../util';\n\nexport function modifiedBubbleSort(array, compareFn = defaultCompare) {\n const { length } = array;\n for (let i = 0; i < length; i++) {\n // console.log('--- ');\n for (let j = 0; j < length - 1 - i; j++) {\n // console.log('compare ' + array[j] + ' with ' + array[j + 1]);\n if (compareFn(array[j], array[j + 1]) === Compare.BIGGER_THAN) {\n // console.log('swap ' + array[j] + ' with ' + array[j + 1]);\n swap(array, j, j + 1);\n }\n }\n }\n return array;\n}\n","import { Compare, defaultCompare, swap } from '../../util';\n\nexport function bubbleSort(array, compareFn = defaultCompare) {\n const { length } = array;\n for (let i = 0; i < length; i++) {\n // console.log('--- ');\n for (let j = 0; j < length - 1; j++) {\n // console.log('compare ' + array[j] + ' with ' + array[j + 1]);\n if (compareFn(array[j], array[j + 1]) === Compare.BIGGER_THAN) {\n // console.log('swap ' + array[j] + ' with ' + array[j + 1]);\n swap(array, j, j + 1);\n }\n }\n }\n return array;\n}\n","import { swap } from '../../util';\n\nexport function shuffle(array) {\n let currentIndex = array.length;\n while (currentIndex !== 0) {\n const randomIndex = Math.floor(Math.random() * currentIndex);\n currentIndex--;\n swap(array, currentIndex, randomIndex);\n }\n return array;\n}\n","const INF = Number.MAX_SAFE_INTEGER;\nconst find = (i, parent) => {\n while (parent[i]) {\n i = parent[i]; // eslint-disable-line prefer-destructuring\n }\n return i;\n};\nconst union = (i, j, parent) => {\n if (i !== j) {\n parent[j] = i;\n return true;\n }\n return false;\n};\nconst initializeCost = graph => {\n const cost = [];\n const { length } = graph;\n for (let i = 0; i < length; i++) {\n cost[i] = [];\n for (let j = 0; j < length; j++) {\n if (graph[i][j] === 0) {\n cost[i][j] = INF;\n } else {\n cost[i][j] = graph[i][j];\n }\n }\n }\n return cost;\n};\nexport const kruskal = graph => {\n const { length } = graph;\n const parent = [];\n let ne = 0;\n let a;\n let b;\n let u;\n let v;\n const cost = initializeCost(graph);\n while (ne < length - 1) {\n for (let i = 0, min = INF; i < length; i++) {\n for (let j = 0; j < length; j++) {\n if (cost[i][j] < min) {\n min = cost[i][j];\n a = u = i;\n b = v = j;\n }\n }\n }\n u = find(u, parent);\n v = find(v, parent);\n if (union(u, v, parent)) {\n ne++;\n }\n cost[a][b] = cost[b][a] = INF;\n }\n return parent;\n};\n","const INF = Number.MAX_SAFE_INTEGER;\nconst minKey = (graph, key, visited) => {\n // Initialize min value\n let min = INF;\n let minIndex = 0;\n for (let v = 0; v < graph.length; v++) {\n if (visited[v] === false && key[v] < min) {\n min = key[v];\n minIndex = v;\n }\n }\n return minIndex;\n};\nexport const prim = graph => {\n const parent = [];\n const key = [];\n const visited = [];\n const { length } = graph;\n for (let i = 0; i < length; i++) {\n key[i] = INF;\n visited[i] = false;\n }\n key[0] = 0;\n parent[0] = -1;\n for (let i = 0; i < length - 1; i++) {\n const u = minKey(graph, key, visited);\n visited[u] = true;\n for (let v = 0; v < length; v++) {\n if (graph[u][v] && !visited[v] && graph[u][v] < key[v]) {\n parent[v] = u;\n key[v] = graph[u][v];\n }\n }\n }\n return parent;\n};\n","const INF = Number.MAX_SAFE_INTEGER;\nconst minDistance = (dist, visited) => {\n let min = INF;\n let minIndex = -1;\n for (let v = 0; v < dist.length; v++) {\n if (visited[v] === false && dist[v] <= min) {\n min = dist[v];\n minIndex = v;\n }\n }\n return minIndex;\n};\nexport const dijkstra = (graph, src) => {\n const dist = [];\n const visited = [];\n const { length } = graph;\n for (let i = 0; i < length; i++) {\n dist[i] = INF;\n visited[i] = false;\n }\n dist[src] = 0;\n for (let i = 0; i < length - 1; i++) {\n const u = minDistance(dist, visited);\n visited[u] = true;\n for (let v = 0; v < length; v++) {\n if (!visited[v] && graph[u][v] !== 0 && dist[u] !== INF && dist[u] + graph[u][v] < dist[v]) {\n dist[v] = dist[u] + graph[u][v];\n }\n }\n }\n return dist;\n};\n","// import Graph from '../../data-structures/graph';\n\nconst Colors = {\n WHITE: 0,\n GREY: 1,\n BLACK: 2\n};\n\nconst initializeColor = vertices => {\n const color = {};\n for (let i = 0; i < vertices.length; i++) {\n color[vertices[i]] = Colors.WHITE;\n }\n return color;\n};\n\nconst depthFirstSearchVisit = (u, color, adjList, callback) => {\n color[u] = Colors.GREY;\n if (callback) {\n callback(u);\n }\n // console.log('Discovered ' + u);\n const neighbors = adjList.get(u);\n for (let i = 0; i < neighbors.length; i++) {\n const w = neighbors[i];\n if (color[w] === Colors.WHITE) {\n depthFirstSearchVisit(w, color, adjList, callback);\n }\n }\n color[u] = Colors.BLACK;\n // console.log('explored ' + u);\n};\n\nexport const depthFirstSearch = (graph, callback) => {\n const vertices = graph.getVertices();\n const adjList = graph.getAdjList();\n const color = initializeColor(vertices);\n\n for (let i = 0; i < vertices.length; i++) {\n if (color[vertices[i]] === Colors.WHITE) {\n depthFirstSearchVisit(vertices[i], color, adjList, callback);\n }\n }\n};\n\nconst DFSVisit = (u, color, d, f, p, time, adjList) => {\n // console.log('discovered ' + u);\n color[u] = Colors.GREY;\n d[u] = ++time.count;\n const neighbors = adjList.get(u);\n for (let i = 0; i < neighbors.length; i++) {\n const w = neighbors[i];\n if (color[w] === Colors.WHITE) {\n p[w] = u;\n DFSVisit(w, color, d, f, p, time, adjList);\n }\n }\n color[u] = Colors.BLACK;\n f[u] = ++time.count;\n // console.log('explored ' + u);\n};\n\nexport const DFS = graph => {\n const vertices = graph.getVertices();\n const adjList = graph.getAdjList();\n const color = initializeColor(vertices);\n const d = {};\n const f = {};\n const p = {};\n const time = { count: 0 };\n for (let i = 0; i < vertices.length; i++) {\n f[vertices[i]] = 0;\n d[vertices[i]] = 0;\n p[vertices[i]] = null;\n }\n for (let i = 0; i < vertices.length; i++) {\n if (color[vertices[i]] === Colors.WHITE) {\n DFSVisit(vertices[i], color, d, f, p, time, adjList);\n }\n }\n return {\n discovery: d,\n finished: f,\n predecessors: p\n };\n};\n","import Queue from '../../data-structures/queue';\n\nconst Colors = {\n WHITE: 0,\n GREY: 1,\n BLACK: 2\n};\n\nconst initializeColor = vertices => {\n const color = {};\n for (let i = 0; i < vertices.length; i++) {\n color[vertices[i]] = Colors.WHITE;\n }\n return color;\n};\n\nexport const breadthFirstSearch = (graph, startVertex, callback) => {\n const vertices = graph.getVertices();\n const adjList = graph.getAdjList();\n const color = initializeColor(vertices);\n const queue = new Queue();\n\n queue.enqueue(startVertex);\n\n while (!queue.isEmpty()) {\n const u = queue.dequeue();\n const neighbors = adjList.get(u);\n color[u] = Colors.GREY;\n for (let i = 0; i < neighbors.length; i++) {\n const w = neighbors[i];\n if (color[w] === Colors.WHITE) {\n color[w] = Colors.GREY;\n queue.enqueue(w);\n }\n }\n color[u] = Colors.BLACK;\n if (callback) {\n callback(u);\n }\n }\n};\n\nexport const BFS = (graph, startVertex) => {\n const vertices = graph.getVertices();\n const adjList = graph.getAdjList();\n const color = initializeColor(vertices);\n const queue = new Queue();\n const distances = {};\n const predecessors = {};\n queue.enqueue(startVertex);\n for (let i = 0; i < vertices.length; i++) {\n distances[vertices[i]] = 0;\n predecessors[vertices[i]] = null;\n }\n while (!queue.isEmpty()) {\n const u = queue.dequeue();\n const neighbors = adjList.get(u);\n color[u] = Colors.GREY;\n for (let i = 0; i < neighbors.length; i++) {\n const w = neighbors[i];\n if (color[w] === Colors.WHITE) {\n color[w] = Colors.GREY;\n distances[w] = distances[u] + 1;\n predecessors[w] = u;\n queue.enqueue(w);\n }\n }\n color[u] = Colors.BLACK;\n }\n return {\n distances,\n predecessors\n };\n};\n","import Dictionary from './dictionary';\n\nexport default class Graph {\n constructor(isDirected = false) {\n this.isDirected = isDirected;\n this.vertices = [];\n this.adjList = new Dictionary();\n }\n addVertex(v) {\n if (!this.vertices.includes(v)) {\n this.vertices.push(v);\n this.adjList.set(v, []); // initialize adjacency list with array as well;\n }\n }\n addEdge(a, b) {\n if (!this.adjList.get(a)) {\n this.addVertex(a);\n }\n if (!this.adjList.get(b)) {\n this.addVertex(b);\n }\n this.adjList.get(a).push(b);\n if (this.isDirected !== true) {\n this.adjList.get(b).push(a);\n }\n }\n getVertices() {\n return this.vertices;\n }\n getAdjList() {\n return this.adjList;\n }\n toString() {\n let s = '';\n for (let i = 0; i < this.vertices.length; i++) {\n s += `${this.vertices[i]} -> `;\n const neighbors = this.adjList.get(this.vertices[i]);\n for (let j = 0; j < neighbors.length; j++) {\n s += `${neighbors[j]} `;\n }\n s += '\\n';\n }\n return s;\n }\n}\n","import { defaultCompare, swap } from '../../util';\n\nfunction heapify(array, index, heapSize, compareFn) {\n let largest = index;\n const left = (2 * index) + 1;\n const right = (2 * index) + 2;\n if (left < heapSize && compareFn(array[left], array[index]) > 0) {\n largest = left;\n }\n if (right < heapSize && compareFn(array[right], array[largest]) > 0) {\n largest = right;\n }\n if (largest !== index) {\n swap(array, index, largest);\n heapify(array, largest, heapSize, compareFn);\n }\n}\n\nfunction buildMaxHeap(array, compareFn) {\n for (let i = Math.floor(array.length / 2); i >= 0; i -= 1) {\n heapify(array, i, array.length, compareFn);\n }\n return array;\n}\n\nexport default function heapSort(array, compareFn = defaultCompare) {\n let heapSize = array.length;\n buildMaxHeap(array, compareFn);\n while (heapSize > 1) {\n swap(array, 0, --heapSize);\n heapify(array, 0, heapSize, compareFn);\n }\n return array;\n}\n","import { Compare, defaultCompare, reverseCompare, swap } from '../util';\n\nexport class MinHeap {\n constructor(compareFn = defaultCompare) {\n this.compareFn = compareFn;\n this.heap = [];\n }\n getLeftIndex(index) {\n return (2 * index) + 1;\n }\n getRightIndex(index) {\n return (2 * index) + 2;\n }\n getParentIndex(index) {\n if (index === 0) {\n return undefined;\n }\n return Math.floor((index - 1) / 2);\n }\n size() {\n return this.heap.length;\n }\n isEmpty() {\n return this.size() <= 0;\n }\n clear() {\n this.heap = [];\n }\n findMinimum() {\n return this.isEmpty() ? undefined : this.heap[0];\n }\n insert(value) {\n if (value != null) {\n const index = this.heap.length;\n this.heap.push(value);\n this.siftUp(index);\n return true;\n }\n return false;\n }\n siftDown(index) {\n let element = index;\n const left = this.getLeftIndex(index);\n const right = this.getRightIndex(index);\n const size = this.size();\n if (\n left < size &&\n this.compareFn(this.heap[element], this.heap[left]) === Compare.BIGGER_THAN\n ) {\n element = left;\n }\n if (\n right < size &&\n this.compareFn(this.heap[element], this.heap[right]) === Compare.BIGGER_THAN\n ) {\n element = right;\n }\n if (index !== element) {\n swap(this.heap, index, element);\n this.siftDown(element);\n }\n }\n siftUp(index) {\n let parent = this.getParentIndex(index);\n while (\n index > 0 &&\n this.compareFn(this.heap[parent], this.heap[index]) === Compare.BIGGER_THAN\n ) {\n swap(this.heap, parent, index);\n index = parent;\n parent = this.getParentIndex(index);\n }\n }\n extract() {\n if (this.isEmpty()) {\n return undefined;\n }\n if (this.size() === 1) {\n return this.heap.shift();\n }\n const removedValue = this.heap[0];\n this.heap[0] = this.heap.pop();\n this.siftDown(0);\n return removedValue;\n }\n heapify(array) {\n if (array) {\n this.heap = array;\n }\n const maxIndex = Math.floor(this.size() / 2) - 1;\n for (let i = 0; i <= maxIndex; i++) {\n this.siftDown(i);\n }\n return this.heap;\n }\n getAsArray() {\n return this.heap;\n }\n}\nexport class MaxHeap extends MinHeap {\n constructor(compareFn = defaultCompare) {\n super(compareFn);\n this.compareFn = compareFn;\n this.compareFn = reverseCompare(compareFn);\n }\n}\n","import { Compare, defaultCompare } from '../util';\nimport BinarySearchTree from './binary-search-tree';\nimport { Node } from './models/node';\n\nconst BalanceFactor = {\n UNBALANCED_RIGHT: 1,\n SLIGHTLY_UNBALANCED_RIGHT: 2,\n BALANCED: 3,\n SLIGHTLY_UNBALANCED_LEFT: 4,\n UNBALANCED_LEFT: 5\n};\n\nexport default class AVLTree extends BinarySearchTree {\n constructor(compareFn = defaultCompare) {\n super(compareFn);\n this.compareFn = compareFn;\n this.root = null;\n }\n getNodeHeight(node) {\n if (node == null) {\n return -1;\n }\n return Math.max(this.getNodeHeight(node.left), this.getNodeHeight(node.right)) + 1;\n }\n /**\n * Left left case: rotate right\n *\n * b a\n * / \\ / \\\n * a e -> rotationLL(b) -> c b\n * / \\ / \\\n * c d d e\n *\n * @param node Node\n */\n rotationLL(node) {\n const tmp = node.left;\n node.left = tmp.right;\n tmp.right = node;\n return tmp;\n }\n /**\n * Right right case: rotate left\n *\n * a b\n * / \\ / \\\n * c b -> rotationRR(a) -> a e\n * / \\ / \\\n * d e c d\n *\n * @param node Node\n */\n rotationRR(node) {\n const tmp = node.right;\n node.right = tmp.left;\n tmp.left = node;\n return tmp;\n }\n /**\n * Left right case: rotate left then right\n * @param node Node\n */\n rotationLR(node) {\n node.left = this.rotationRR(node.left);\n return this.rotationLL(node);\n }\n /**\n * Right left case: rotate right then left\n * @param node Node\n */\n rotationRL(node) {\n node.right = this.rotationLL(node.right);\n return this.rotationRR(node);\n }\n getBalanceFactor(node) {\n const heightDifference = this.getNodeHeight(node.left) - this.getNodeHeight(node.right);\n switch (heightDifference) {\n case -2:\n return BalanceFactor.UNBALANCED_RIGHT;\n case -1:\n return BalanceFactor.SLIGHTLY_UNBALANCED_RIGHT;\n case 1:\n return BalanceFactor.SLIGHTLY_UNBALANCED_LEFT;\n case 2:\n return BalanceFactor.UNBALANCED_LEFT;\n default:\n return BalanceFactor.BALANCED;\n }\n }\n insert(key) {\n this.root = this.insertNode(this.root, key);\n }\n insertNode(node, key) {\n if (node == null) {\n return new Node(key);\n } else if (this.compareFn(key, node.key) === Compare.LESS_THAN) {\n node.left = this.insertNode(node.left, key);\n } else if (this.compareFn(key, node.key) === Compare.BIGGER_THAN) {\n node.right = this.insertNode(node.right, key);\n } else {\n return node; // duplicated key\n }\n // verify if tree is balanced\n const balanceFactor = this.getBalanceFactor(node);\n if (balanceFactor === BalanceFactor.UNBALANCED_LEFT) {\n if (this.compareFn(key, node.left.key) === Compare.LESS_THAN) {\n // Left left case\n node = this.rotationLL(node);\n } else {\n // Left right case\n return this.rotationLR(node);\n }\n }\n if (balanceFactor === BalanceFactor.UNBALANCED_RIGHT) {\n if (this.compareFn(key, node.right.key) === Compare.BIGGER_THAN) {\n // Right right case\n node = this.rotationRR(node);\n } else {\n // Right left case\n return this.rotationRL(node);\n }\n }\n return node;\n }\n removeNode(node, key) {\n node = super.removeNode(node, key); // {1}\n if (node == null) {\n return node;\n }\n // verify if tree is balanced\n const balanceFactor = this.getBalanceFactor(node);\n if (balanceFactor === BalanceFactor.UNBALANCED_LEFT) {\n // Left left case\n if (\n this.getBalanceFactor(node.left) === BalanceFactor.BALANCED ||\n this.getBalanceFactor(node.left) === BalanceFactor.SLIGHTLY_UNBALANCED_LEFT\n ) {\n return this.rotationLL(node);\n }\n // Left right case\n if (this.getBalanceFactor(node.left) === BalanceFactor.SLIGHTLY_UNBALANCED_RIGHT) {\n return this.rotationLR(node.left);\n }\n }\n if (balanceFactor === BalanceFactor.UNBALANCED_RIGHT) {\n // Right right case\n if (\n this.getBalanceFactor(node.right) === BalanceFactor.BALANCED ||\n this.getBalanceFactor(node.right) === BalanceFactor.SLIGHTLY_UNBALANCED_RIGHT\n ) {\n return this.rotationRR(node);\n }\n // Right left case\n if (this.getBalanceFactor(node.right) === BalanceFactor.SLIGHTLY_UNBALANCED_LEFT) {\n return this.rotationRL(node.right);\n }\n }\n return node;\n }\n}\n","export function fibonacci(n) {\n if (n < 1) {\n return 0;\n }\n if (n <= 2) {\n return 1;\n }\n return fibonacci(n - 1) + fibonacci(n - 2);\n}\n\nexport function fibonacciIterative(n) {\n if (n < 1) { return 0; }\n let fibNMinus2 = 0;\n let fibNMinus1 = 1;\n let fibN = n;\n for (let i = 2; i <= n; i++) {\n fibN = fibNMinus1 + fibNMinus2;\n fibNMinus2 = fibNMinus1;\n fibNMinus1 = fibN;\n }\n return fibN;\n}\n\nexport function fibonacciMemoization(n) {\n if (n < 1) { return 0; }\n const memo = [0, 1];\n const fibonacciMem = num => {\n if (memo[num] != null) { return memo[num]; }\n return (memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2));\n };\n return fibonacciMem(n);\n}\n","export function factorialIterative(number) {\n if (number < 0) {\n return undefined;\n }\n let total = 1;\n for (let n = number; n > 1; n--) {\n total *= n;\n }\n return total;\n}\n\nexport function factorial(n) {\n if (n < 0) {\n return undefined;\n }\n if (n === 1 || n === 0) {\n return 1;\n }\n return n * factorial(n - 1);\n}\n","import { ValuePair } from './value-pair';\n\nexport class ValuePairLazy extends ValuePair {\n constructor(key, value, isDeleted = false) {\n super(key, value);\n this.key = key;\n this.value = value;\n this.isDeleted = isDeleted;\n }\n}\n","import { defaultToString } from '../util';\nimport { ValuePairLazy } from './models/value-pair-lazy';\n\nexport default class HashTableLinearProbingLazy {\n constructor(toStrFn = defaultToString) {\n this.toStrFn = toStrFn;\n this.table = {};\n }\n loseloseHashCode(key) {\n if (typeof key === 'number') {\n return key;\n }\n const tableKey = this.toStrFn(key);\n let hash = 0;\n for (let i = 0; i < tableKey.length; i++) {\n hash += tableKey.charCodeAt(i);\n }\n return hash % 37;\n }\n hashCode(key) {\n return this.loseloseHashCode(key);\n }\n put(key, value) {\n if (key != null && value != null) {\n const position = this.hashCode(key);\n if (\n this.table[position] == null ||\n (this.table[position] != null && this.table[position].isDeleted)\n ) {\n this.table[position] = new ValuePairLazy(key, value);\n } else {\n let index = position + 1;\n while (this.table[index] != null && !this.table[position].isDeleted) {\n index++;\n }\n this.table[index] = new ValuePairLazy(key, value);\n }\n return true;\n }\n return false;\n }\n get(key) {\n const position = this.hashCode(key);\n if (this.table[position] != null) {\n if (this.table[position].key === key && !this.table[position].isDeleted) {\n return this.table[position].value;\n }\n let index = position + 1;\n while (\n this.table[index] != null &&\n (this.table[index].key !== key || this.table[index].isDeleted)\n ) {\n if (this.table[index].key === key && this.table[index].isDeleted) {\n return undefined;\n }\n index++;\n }\n if (\n this.table[index] != null &&\n this.table[index].key === key &&\n !this.table[index].isDeleted\n ) {\n return this.table[position].value;\n }\n }\n return undefined;\n }\n remove(key) {\n const position = this.hashCode(key);\n if (this.table[position] != null) {\n if (this.table[position].key === key && !this.table[position].isDeleted) {\n this.table[position].isDeleted = true;\n return true;\n }\n let index = position + 1;\n while (\n this.table[index] != null &&\n (this.table[index].key !== key || this.table[index].isDeleted)\n ) {\n index++;\n }\n if (\n this.table[index] != null &&\n this.table[index].key === key &&\n !this.table[index].isDeleted\n ) {\n this.table[index].isDeleted = true;\n return true;\n }\n }\n return false;\n }\n isEmpty() {\n return this.size() === 0;\n }\n size() {\n let count = 0;\n Object.values(this.table).forEach(valuePair => {\n count += valuePair.isDeleted === true ? 0 : 1;\n });\n return count;\n }\n clear() {\n this.table = {};\n }\n getTable() {\n return this.table;\n }\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n const keys = Object.keys(this.table);\n let objString = `{${keys[0]} => ${this.table[keys[0]].toString()}}`;\n for (let i = 1; i < keys.length; i++) {\n objString = `${objString},{${keys[i]} => ${this.table[\n keys[i]\n ].toString()}}`;\n }\n return objString;\n }\n}\n","import { defaultToString } from '../util';\nimport { ValuePair } from './models/value-pair';\n\nexport default class HashTableLinearProbing {\n constructor(toStrFn = defaultToString) {\n this.toStrFn = toStrFn;\n this.table = {};\n }\n loseloseHashCode(key) {\n if (typeof key === 'number') {\n return key;\n }\n const tableKey = this.toStrFn(key);\n let hash = 0;\n for (let i = 0; i < tableKey.length; i++) {\n hash += tableKey.charCodeAt(i);\n }\n return hash % 37;\n }\n hashCode(key) {\n return this.loseloseHashCode(key);\n }\n put(key, value) {\n if (key != null && value != null) {\n const position = this.hashCode(key);\n if (this.table[position] == null) {\n this.table[position] = new ValuePair(key, value);\n } else {\n let index = position + 1;\n while (this.table[index] != null) {\n index++;\n }\n this.table[index] = new ValuePair(key, value);\n }\n return true;\n }\n return false;\n }\n get(key) {\n const position = this.hashCode(key);\n if (this.table[position] != null) {\n if (this.table[position].key === key) {\n return this.table[position].value;\n }\n let index = position + 1;\n while (this.table[index] != null && this.table[index].key !== key) {\n index++;\n }\n if (this.table[index] != null && this.table[index].key === key) {\n return this.table[position].value;\n }\n }\n return undefined;\n }\n remove(key) {\n const position = this.hashCode(key);\n if (this.table[position] != null) {\n if (this.table[position].key === key) {\n delete this.table[position];\n this.verifyRemoveSideEffect(key, position);\n return true;\n }\n let index = position + 1;\n while (this.table[index] != null && this.table[index].key !== key) {\n index++;\n }\n if (this.table[index] != null && this.table[index].key === key) {\n delete this.table[index];\n this.verifyRemoveSideEffect(key, index);\n return true;\n }\n }\n return false;\n }\n verifyRemoveSideEffect(key, removedPosition) {\n const hash = this.hashCode(key);\n let index = removedPosition + 1;\n while (this.table[index] != null) {\n const posHash = this.hashCode(this.table[index].key);\n if (posHash <= hash || posHash <= removedPosition) {\n this.table[removedPosition] = this.table[index];\n delete this.table[index];\n removedPosition = index;\n }\n index++;\n }\n }\n isEmpty() {\n return this.size() === 0;\n }\n size() {\n return Object.keys(this.table).length;\n }\n clear() {\n this.table = {};\n }\n getTable() {\n return this.table;\n }\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n const keys = Object.keys(this.table);\n let objString = `{${keys[0]} => ${this.table[keys[0]].toString()}}`;\n for (let i = 1; i < keys.length; i++) {\n objString = `${objString},{${keys[i]} => ${this.table[\n keys[i]\n ].toString()}}`;\n }\n return objString;\n }\n}\n","import { defaultToString } from '../util';\nimport LinkedList from './linked-list';\nimport { ValuePair } from './models/value-pair';\n\nexport default class HashTableSeparateChaining {\n constructor(toStrFn = defaultToString) {\n this.toStrFn = toStrFn;\n this.table = {};\n }\n loseloseHashCode(key) {\n if (typeof key === 'number') {\n return key;\n }\n const tableKey = this.toStrFn(key);\n let hash = 0;\n for (let i = 0; i < tableKey.length; i++) {\n hash += tableKey.charCodeAt(i);\n }\n return hash % 37;\n }\n hashCode(key) {\n return this.loseloseHashCode(key);\n }\n put(key, value) {\n if (key != null && value != null) {\n const position = this.hashCode(key);\n if (this.table[position] == null) {\n this.table[position] = new LinkedList();\n }\n this.table[position].push(new ValuePair(key, value));\n return true;\n }\n return false;\n }\n get(key) {\n const position = this.hashCode(key);\n const linkedList = this.table[position];\n if (linkedList != null && !linkedList.isEmpty()) {\n let current = linkedList.getHead();\n while (current != null) {\n if (current.element.key === key) {\n return current.element.value;\n }\n current = current.next;\n }\n }\n return undefined;\n }\n remove(key) {\n const position = this.hashCode(key);\n const linkedList = this.table[position];\n if (linkedList != null && !linkedList.isEmpty()) {\n let current = linkedList.getHead();\n while (current != null) {\n if (current.element.key === key) {\n linkedList.remove(current.element);\n if (linkedList.isEmpty()) {\n delete this.table[position];\n }\n return true;\n }\n current = current.next;\n }\n }\n return false;\n }\n isEmpty() {\n return this.size() === 0;\n }\n size() {\n let count = 0;\n Object.values(this.table).forEach(linkedList => {\n count += linkedList.size();\n });\n return count;\n }\n clear() {\n this.table = {};\n }\n getTable() {\n return this.table;\n }\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n const keys = Object.keys(this.table);\n let objString = `{${keys[0]} => ${this.table[keys[0]].toString()}}`;\n for (let i = 1; i < keys.length; i++) {\n objString = `${objString},{${keys[i]} => ${this.table[\n keys[i]\n ].toString()}}`;\n }\n return objString;\n }\n}\n","import { defaultToString } from '../util';\nimport { ValuePair } from './models/value-pair';\n\nexport default class HashTable {\n constructor(toStrFn = defaultToString) {\n this.toStrFn = toStrFn;\n this.table = {};\n }\n loseloseHashCode(key) {\n if (typeof key === 'number') {\n return key;\n }\n const tableKey = this.toStrFn(key);\n let hash = 0;\n for (let i = 0; i < tableKey.length; i++) {\n hash += tableKey.charCodeAt(i);\n }\n return hash % 37;\n }\n /* djb2HashCode(key) {\n const tableKey = this.toStrFn(key);\n let hash = 5381;\n for (let i = 0; i < tableKey.length; i++) {\n hash = (hash * 33) + tableKey.charCodeAt(i);\n }\n return hash % 1013;\n } */\n hashCode(key) {\n return this.loseloseHashCode(key);\n }\n put(key, value) {\n if (key != null && value != null) {\n const position = this.hashCode(key);\n this.table[position] = new ValuePair(key, value);\n return true;\n }\n return false;\n }\n get(key) {\n const valuePair = this.table[this.hashCode(key)];\n return valuePair == null ? undefined : valuePair.value;\n }\n remove(key) {\n const hash = this.hashCode(key);\n const valuePair = this.table[hash];\n if (valuePair != null) {\n delete this.table[hash];\n return true;\n }\n return false;\n }\n getTable() {\n return this.table;\n }\n isEmpty() {\n return this.size() === 0;\n }\n size() {\n return Object.keys(this.table).length;\n }\n clear() {\n this.table = {};\n }\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n const keys = Object.keys(this.table);\n let objString = `{${keys[0]} => ${this.table[keys[0]].toString()}}`;\n for (let i = 1; i < keys.length; i++) {\n objString = `${objString},{${keys[i]} => ${this.table[keys[i]].toString()}}`;\n }\n return objString;\n }\n}\n","export default class Set {\n constructor() {\n this.items = {};\n }\n add(element) {\n if (!this.has(element)) {\n this.items[element] = element;\n return true;\n }\n return false;\n }\n delete(element) {\n if (this.has(element)) {\n delete this.items[element];\n return true;\n }\n return false;\n }\n has(element) {\n return Object.prototype.hasOwnProperty.call(this.items, element);\n }\n values() {\n return Object.values(this.items);\n }\n union(otherSet) {\n const unionSet = new Set();\n this.values().forEach(value => unionSet.add(value));\n otherSet.values().forEach(value => unionSet.add(value));\n return unionSet;\n }\n intersection(otherSet) {\n const intersectionSet = new Set();\n const values = this.values();\n const otherValues = otherSet.values();\n let biggerSet = values;\n let smallerSet = otherValues;\n if (otherValues.length - values.length > 0) {\n biggerSet = otherValues;\n smallerSet = values;\n }\n smallerSet.forEach(value => {\n if (biggerSet.includes(value)) {\n intersectionSet.add(value);\n }\n });\n return intersectionSet;\n }\n difference(otherSet) {\n const differenceSet = new Set();\n this.values().forEach(value => {\n if (!otherSet.has(value)) {\n differenceSet.add(value);\n }\n });\n return differenceSet;\n }\n isSubsetOf(otherSet) {\n if (this.size() > otherSet.size()) {\n return false;\n }\n let isSubset = true;\n this.values().every(value => {\n if (!otherSet.has(value)) {\n isSubset = false;\n return false;\n }\n return true;\n });\n return isSubset;\n }\n isEmpty() {\n return this.size() === 0;\n }\n size() {\n return Object.keys(this.items).length;\n }\n clear() {\n this.items = {};\n }\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n const values = this.values();\n let objString = `${values[0]}`;\n for (let i = 1; i < values.length; i++) {\n objString = `${objString},${values[i].toString()}`;\n }\n return objString;\n }\n}\n","import DoublyLinkedList from './doubly-linked-list';\n\nexport default class StackLinkedList {\n constructor() {\n this.items = new DoublyLinkedList();\n }\n push(element) {\n this.items.push(element);\n }\n pop() {\n if (this.isEmpty()) {\n return undefined;\n }\n const result = this.items.removeAt(this.size() - 1);\n return result;\n }\n peek() {\n if (this.isEmpty()) {\n return undefined;\n }\n return this.items.getElementAt(this.size() - 1).element;\n }\n isEmpty() {\n return this.items.isEmpty();\n }\n size() {\n return this.items.size();\n }\n clear() {\n this.items.clear();\n }\n toString() {\n return this.items.toString();\n }\n}\n","import { Compare, defaultCompare, defaultEquals } from '../util';\nimport LinkedList from './linked-list';\n\nexport default class SortedLinkedList extends LinkedList {\n constructor(equalsFn = defaultEquals, compareFn = defaultCompare) {\n super(equalsFn);\n this.equalsFn = equalsFn;\n this.compareFn = compareFn;\n }\n push(element) {\n if (this.isEmpty()) {\n super.push(element);\n } else {\n const index = this.getIndexNextSortedElement(element);\n super.insert(element, index);\n }\n }\n insert(element, index = 0) {\n if (this.isEmpty()) {\n return super.insert(element, index === 0 ? index : 0);\n }\n const pos = this.getIndexNextSortedElement(element);\n return super.insert(element, pos);\n }\n getIndexNextSortedElement(element) {\n let current = this.head;\n let i = 0;\n for (; i < this.size() && current; i++) {\n const comp = this.compareFn(element, current.element);\n if (comp === Compare.LESS_THAN) {\n return i;\n }\n current = current.next;\n }\n return i;\n }\n}\n","import { defaultEquals } from '../util';\nimport LinkedList from './linked-list';\nimport { Node } from './models/linked-list-models';\n\nexport default class CircularLinkedList extends LinkedList {\n constructor(equalsFn = defaultEquals) {\n super(equalsFn);\n }\n push(element) {\n const node = new Node(element);\n let current;\n if (this.head == null) {\n this.head = node;\n } else {\n current = this.getElementAt(this.size() - 1);\n current.next = node;\n }\n // set node.next to head - to have circular list\n node.next = this.head;\n this.count++;\n }\n insert(element, index) {\n if (index >= 0 && index <= this.count) {\n const node = new Node(element);\n let current = this.head;\n if (index === 0) {\n if (this.head == null) {\n // if no node in list\n this.head = node;\n node.next = this.head;\n } else {\n node.next = current;\n current = this.getElementAt(this.size());\n // update last element\n this.head = node;\n current.next = this.head;\n }\n } else {\n const previous = this.getElementAt(index - 1);\n node.next = previous.next;\n previous.next = node;\n }\n this.count++;\n return true;\n }\n return false;\n }\n removeAt(index) {\n if (index >= 0 && index < this.count) {\n let current = this.head;\n if (index === 0) {\n if (this.size() === 1) {\n this.head = undefined;\n } else {\n const removed = this.head;\n current = this.getElementAt(this.size() - 1);\n this.head = this.head.next;\n current.next = this.head;\n current = removed;\n }\n } else {\n // no need to update last element for circular list\n const previous = this.getElementAt(index - 1);\n current = previous.next;\n previous.next = current.next;\n }\n this.count--;\n return current.element;\n }\n return undefined;\n }\n}\n","import Deque from '../data-structures/deque';\n\nexport function palindromeChecker(aString) {\n if (\n aString === undefined ||\n aString === null ||\n (aString !== null && aString.length === 0)\n ) {\n return false;\n }\n const deque = new Deque();\n const lowerString = aString.toLocaleLowerCase().split(' ').join('');\n let firstChar;\n let lastChar;\n\n for (let i = 0; i < lowerString.length; i++) {\n deque.addBack(lowerString.charAt(i));\n }\n\n while (deque.size() > 1) {\n firstChar = deque.removeFront();\n lastChar = deque.removeBack();\n if (firstChar !== lastChar) {\n return false;\n }\n }\n\n return true;\n}\n","import Queue from '../data-structures/queue';\n\nexport function hotPotato(elementsList, num) {\n const queue = new Queue();\n const elimitatedList = [];\n\n for (let i = 0; i < elementsList.length; i++) {\n queue.enqueue(elementsList[i]);\n }\n\n while (queue.size() > 1) {\n for (let i = 0; i < num; i++) {\n queue.enqueue(queue.dequeue());\n }\n elimitatedList.push(queue.dequeue());\n }\n\n return {\n eliminated: elimitatedList,\n winner: queue.dequeue()\n };\n}\n","// @ts-check\nimport Stack from '../data-structures/stack';\n\nexport function parenthesesChecker(symbols) {\n const stack = new Stack();\n const opens = '([{';\n const closers = ')]}';\n let balanced = true;\n let index = 0;\n let symbol;\n let top;\n\n while (index < symbols.length && balanced) {\n symbol = symbols[index];\n if (opens.indexOf(symbol) >= 0) {\n stack.push(symbol);\n } else if (stack.isEmpty()) {\n balanced = false;\n } else {\n top = stack.pop();\n if (!(opens.indexOf(top) === closers.indexOf(symbol))) {\n balanced = false;\n }\n }\n index++;\n }\n return balanced && stack.isEmpty();\n}\n","// @ts-check\nimport Stack from '../data-structures/stack';\n\nexport function decimalToBinary(decNumber) {\n const remStack = new Stack();\n let number = decNumber;\n let rem;\n let binaryString = '';\n\n while (number > 0) {\n rem = Math.floor(number % 2);\n remStack.push(rem);\n number = Math.floor(number / 2);\n }\n\n while (!remStack.isEmpty()) {\n binaryString += remStack.pop().toString();\n }\n\n return binaryString;\n}\n\nexport function baseConverter(decNumber, base) {\n const remStack = new Stack();\n const digits = '0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ';\n let number = decNumber;\n let rem;\n let baseString = '';\n\n if (!(base >= 2 && base <= 36)) {\n return '';\n }\n\n while (number > 0) {\n rem = Math.floor(number % base);\n remStack.push(rem);\n number = Math.floor(number / base);\n }\n\n while (!remStack.isEmpty()) {\n baseString += digits[remStack.pop()];\n }\n\n return baseString;\n}\n","// @ts-check\nimport Stack from '../data-structures/stack';\n\nfunction towerOfHanoi(plates, source, helper, dest, sourceName, helperName, destName, moves = []) {\n if (plates <= 0) {\n return moves;\n }\n if (plates === 1) {\n dest.push(source.pop());\n const move = {};\n move[sourceName] = source.toString();\n move[helperName] = helper.toString();\n move[destName] = dest.toString();\n moves.push(move);\n } else {\n towerOfHanoi(plates - 1, source, dest, helper, sourceName, destName, helperName, moves);\n dest.push(source.pop());\n const move = {};\n move[sourceName] = source.toString();\n move[helperName] = helper.toString();\n move[destName] = dest.toString();\n moves.push(move);\n towerOfHanoi(plates - 1, helper, source, dest, helperName, sourceName, destName, moves);\n }\n return moves;\n}\n\nexport function hanoiStack(plates) {\n const source = new Stack();\n const dest = new Stack();\n const helper = new Stack();\n\n for (let i = plates; i > 0; i--) {\n source.push(i);\n }\n\n return towerOfHanoi(plates, source, helper, dest, 'source', 'helper', 'dest');\n}\n\nexport function hanoi(plates, source, helper, dest, moves = []) {\n if (plates <= 0) {\n return moves;\n }\n if (plates === 1) {\n moves.push([source, dest]);\n } else {\n hanoi(plates - 1, source, dest, helper, moves);\n moves.push([source, dest]);\n hanoi(plates - 1, helper, source, dest, moves);\n }\n return moves;\n}\n","// @ts-check\n\nexport default class StackArray {\n constructor() {\n this.items = [];\n }\n push(element) {\n this.items.push(element);\n }\n\n pop() {\n return this.items.pop();\n }\n\n peek() {\n return this.items[this.items.length - 1];\n }\n\n isEmpty() {\n return this.items.length === 0;\n }\n\n size() {\n return this.items.length;\n }\n\n clear() {\n this.items = [];\n }\n\n toArray() {\n return this.items;\n }\n\n toString() {\n return this.items.toString();\n }\n}\n","import * as _util from './util';\n\n// chapters 05 and 07\nexport const util = _util;\n\n// chapter 03\nexport { default as StackArray } from './data-structures/stack-array';\nexport { default as Stack } from './data-structures/stack';\nexport { hanoi } from './others/hanoi';\nexport { hanoiStack } from './others/hanoi';\nexport { baseConverter } from './others/base-converter';\nexport { decimalToBinary } from './others/base-converter';\nexport { parenthesesChecker } from './others/balanced-symbols';\n\n// chapter 04\nexport { default as Queue } from './data-structures/queue';\nexport { default as Deque } from './data-structures/deque';\nexport { hotPotato } from './others/hot-potato';\nexport { palindromeChecker } from './others/palindrome-checker';\n\n// chapter 05\nexport { default as LinkedList } from './data-structures/linked-list';\nexport { default as DoublyLinkedList } from './data-structures/doubly-linked-list';\nexport { default as CircularLinkedList } from './data-structures/circular-linked-list';\nexport { default as SortedLinkedList } from './data-structures/sorted-linked-list';\nexport { default as StackLinkedList } from './data-structures/stack-linked-list';\n\n// chapter 06\nexport { default as Set } from './data-structures/set';\n\n// chapter 07\nexport { default as Dictionary } from './data-structures/dictionary';\nexport { default as HashTable } from './data-structures/hash-table';\nexport { default as HashTableSeparateChaining } from './data-structures/hash-table-separate-chaining';\nexport { default as HashTableLinearProbing } from './data-structures/hash-table-linear-probing';\nexport { default as HashTableLinearProbingLazy } from './data-structures/hash-table-linear-probing-lazy';\n\n// chapter 08\nexport { default as factorialIterative } from './others/factorial';\nexport { default as factorial } from './others/factorial';\nexport { default as fibonacci } from './others/fibonacci';\nexport { default as fibonacciIterative } from './others/fibonacci';\nexport { default as fibonacciMemoization } from './others/fibonacci';\n\n// chapter 09\nexport { default as BinarySearchTree } from './data-structures/binary-search-tree';\nexport { default as AVLTree } from './data-structures/avl-tree';\n\n// chapter 10\nexport { MinHeap } from './data-structures/heap';\nexport { MaxHeap } from './data-structures/heap';\nexport { default as heapSort } from './algorithms/sorting/heap-sort';\n\n// chapter 11\nexport { default as Graph } from './data-structures/graph';\nexport { breadthFirstSearch } from './algorithms/graph/breadth-first-search';\nexport { BFS } from './algorithms/graph/breadth-first-search';\nexport { depthFirstSearch } from './algorithms/graph/depth-first-search';\nexport { DFS } from './algorithms/graph/depth-first-search';\nexport { dijkstra } from './algorithms/graph/dijkstra';\nexport { floydWarshall } from './algorithms/graph/floyd-warshall';\nexport { prim } from './algorithms/graph/prim';\nexport { kruskal } from './algorithms/graph/kruskal';\n\n// chapter 12\nexport { shuffle } from './algorithms/shuffle/fisher–yates';\n\nexport { bubbleSort } from './algorithms/sorting/bubble-sort';\nexport { modifiedBubbleSort } from './algorithms/sorting/bubble-sort-improved';\nexport { bucketSort } from './algorithms/sorting/bucket-sort';\nexport { countingSort } from './algorithms/sorting/counting-sort';\nexport { insertionSort } from './algorithms/sorting/insertion-sort';\nexport { mergeSort } from './algorithms/sorting/merge-sort';\nexport { quickSort } from './algorithms/sorting/quicksort';\nexport { radixSort } from './algorithms/sorting/radix-sort';\nexport { selectionSort } from './algorithms/sorting/selection-sort';\nexport { shellSort } from './algorithms/sorting/shell-sort';\n\nexport { binarySearch } from './algorithms/search/binary-search';\nexport { interpolationSearch } from './algorithms/search/interpolation-search';\nexport { sequentialSearch } from './algorithms/search/sequential-search';\nexport { findMaxValue } from './algorithms/search/min-max-search';\nexport { findMinValue } from './algorithms/search/min-max-search';\n\n// chapter 14\nexport { binarySearch as binarySearchRecursive } from './algorithms/search/binary-search-recursive';\nexport { minCoinChange } from './algorithms/dynamic-programing/min-coin-change';\nexport { minCoinChange as minCoinChangeGreedy } from './algorithms/greedy/min-coin-change';\nexport { knapSack } from './algorithms/dynamic-programing/knapsack';\nexport { knapSack as knapSackRecursive } from './algorithms/dynamic-programing/knapsack-recursive';\nexport { knapSack as knapSackGreedy } from './algorithms/greedy/knapsack';\nexport { lcs } from './algorithms/dynamic-programing/longest-common-subsequence';\nexport { lcs as lcsPrint } from './algorithms/dynamic-programing/longest-common-subsequence-print';\nexport { lcs as lcsRecursive } from './algorithms/greedy/longest-common-subsequence';\nexport { matrixChainOrder } from './algorithms/dynamic-programing/matrix-chain-multiplication';\nexport { matrixChainOrder as matrixChainOrderGreedy } from './algorithms/greedy/matrix-chain-multiplication';\nexport { ratInAMaze } from './algorithms/backtracking/rat-in-maze';\nexport { sudokuSolver } from './algorithms/backtracking/sudoku-solver';\n"],"sourceRoot":""} \ No newline at end of file diff --git a/examples/chapter01/01-HelloWorld.html b/examples/chapter01_02/01-HelloWorld.html similarity index 100% rename from examples/chapter01/01-HelloWorld.html rename to examples/chapter01_02/01-HelloWorld.html diff --git a/examples/chapter01/01-HelloWorld.js b/examples/chapter01_02/01-HelloWorld.js similarity index 100% rename from examples/chapter01/01-HelloWorld.js rename to examples/chapter01_02/01-HelloWorld.js diff --git a/examples/chapter01/02-Variables.html b/examples/chapter01_02/02-Variables.html similarity index 100% rename from examples/chapter01/02-Variables.html rename to examples/chapter01_02/02-Variables.html diff --git a/examples/chapter01/02-Variables.js b/examples/chapter01_02/02-Variables.js similarity index 100% rename from examples/chapter01/02-Variables.js rename to examples/chapter01_02/02-Variables.js diff --git a/examples/chapter01/03-Operators.html b/examples/chapter01_02/03-Operators.html similarity index 100% rename from examples/chapter01/03-Operators.html rename to examples/chapter01_02/03-Operators.html diff --git a/examples/chapter01/03-Operators.js b/examples/chapter01_02/03-Operators.js similarity index 100% rename from examples/chapter01/03-Operators.js rename to examples/chapter01_02/03-Operators.js diff --git a/examples/chapter01/04-TruthyFalsy.html b/examples/chapter01_02/04-TruthyFalsy.html similarity index 100% rename from examples/chapter01/04-TruthyFalsy.html rename to examples/chapter01_02/04-TruthyFalsy.html diff --git a/examples/chapter01/04-TruthyFalsy.js b/examples/chapter01_02/04-TruthyFalsy.js similarity index 100% rename from examples/chapter01/04-TruthyFalsy.js rename to examples/chapter01_02/04-TruthyFalsy.js diff --git a/examples/chapter01/05-EqualsOperators.html b/examples/chapter01_02/05-EqualsOperators.html similarity index 100% rename from examples/chapter01/05-EqualsOperators.html rename to examples/chapter01_02/05-EqualsOperators.html diff --git a/examples/chapter01/05-EqualsOperators.js b/examples/chapter01_02/05-EqualsOperators.js similarity index 100% rename from examples/chapter01/05-EqualsOperators.js rename to examples/chapter01_02/05-EqualsOperators.js diff --git a/examples/chapter01/06-ConditionalStatements.html b/examples/chapter01_02/06-ConditionalStatements.html similarity index 100% rename from examples/chapter01/06-ConditionalStatements.html rename to examples/chapter01_02/06-ConditionalStatements.html diff --git a/examples/chapter01/06-ConditionalStatements.js 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--git a/examples/chapter08/04-Fibonacci.html b/examples/chapter09/04-Fibonacci.html similarity index 100% rename from examples/chapter08/04-Fibonacci.html rename to examples/chapter09/04-Fibonacci.html diff --git a/examples/chapter08/04-Fibonacci.js b/examples/chapter09/04-Fibonacci.js similarity index 100% rename from examples/chapter08/04-Fibonacci.js rename to examples/chapter09/04-Fibonacci.js diff --git a/examples/chapter10/01-UsingMinHeap.html b/examples/chapter10/01-UsingMinHeap.html new file mode 100644 index 00000000..83814ba1 --- /dev/null +++ b/examples/chapter10/01-UsingMinHeap.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter10/01-UsingMinHeap.js b/examples/chapter10/01-UsingMinHeap.js new file mode 100644 index 00000000..59b7753b --- /dev/null +++ b/examples/chapter10/01-UsingMinHeap.js @@ -0,0 +1,27 @@ +const { MinHeap } = PacktDataStructuresAlgorithms; + +let heap = new MinHeap(); + +heap.insert(2); +heap.insert(3); +heap.insert(4); +heap.insert(5); + +heap.insert(2); + +console.log(heap.getAsArray()); + +console.log('Heap size: ', heap.size()); // 5 +console.log('Heap is empty: ', heap.isEmpty()); // false +console.log('Heap min value: ', heap.findMinimum()); // 1 + +heap = new MinHeap(); +for (let i = 1; i < 10; i++) { + heap.insert(i); +} + +console.log(heap.getAsArray()); + +console.log('Extract minimum: ', heap.extract()); // 1 +console.log(heap.getAsArray()); // [2, 4, 3, 8, 5, 6, 7, 9] + diff --git a/examples/chapter10/02-UsingMaxHeap.html b/examples/chapter10/02-UsingMaxHeap.html new file mode 100644 index 00000000..9d573bda --- /dev/null +++ b/examples/chapter10/02-UsingMaxHeap.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter10/02-UsingMaxHeap.js b/examples/chapter10/02-UsingMaxHeap.js new file mode 100644 index 00000000..f1a5b97d --- /dev/null +++ b/examples/chapter10/02-UsingMaxHeap.js @@ -0,0 +1,27 @@ +const { MaxHeap } = PacktDataStructuresAlgorithms; + +const maxHeap = new MaxHeap(); + +maxHeap.insert(2); +maxHeap.insert(3); +maxHeap.insert(4); +maxHeap.insert(5); + +maxHeap.insert(1); + +console.log(maxHeap.getAsArray()); + +console.log('Heap size: ', maxHeap.size()); // 5 +console.log('Heap is empty: ', maxHeap.isEmpty()); // false +console.log('Heap min value: ', maxHeap.findMinimum()); // 5 + +maxHeap.insert(6); +maxHeap.insert(9); +maxHeap.insert(10); +maxHeap.insert(14); + +console.log(maxHeap.getAsArray()); + +console.log('Extract minimum: ', maxHeap.extract()); +console.log(maxHeap.getAsArray()); + diff --git a/examples/chapter10/03-HeapSort.html b/examples/chapter10/03-HeapSort.html new file mode 100644 index 00000000..e52c43f4 --- /dev/null +++ b/examples/chapter10/03-HeapSort.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter10/03-HeapSort.js b/examples/chapter10/03-HeapSort.js new file mode 100644 index 00000000..9d9b1ac0 --- /dev/null +++ b/examples/chapter10/03-HeapSort.js @@ -0,0 +1,7 @@ +const { heapSort } = PacktDataStructuresAlgorithms; + +console.log('********** Heap Sort **********'); +const array = [7, 6, 3, 5, 4, 1, 2]; + +console.log('Before sorting: ', array); +console.log('After sorting: ', heapSort(array)); diff --git a/examples/chapter11/01-UsingMinHeap.html b/examples/chapter11/01-UsingMinHeap.html new file mode 100644 index 00000000..83814ba1 --- /dev/null +++ b/examples/chapter11/01-UsingMinHeap.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter11/01-UsingMinHeap.js b/examples/chapter11/01-UsingMinHeap.js new file mode 100644 index 00000000..59b7753b --- /dev/null +++ b/examples/chapter11/01-UsingMinHeap.js @@ -0,0 +1,27 @@ +const { MinHeap } = PacktDataStructuresAlgorithms; + +let heap = new MinHeap(); + +heap.insert(2); +heap.insert(3); +heap.insert(4); +heap.insert(5); + +heap.insert(2); + +console.log(heap.getAsArray()); + +console.log('Heap size: ', heap.size()); // 5 +console.log('Heap is empty: ', heap.isEmpty()); // false +console.log('Heap min value: ', heap.findMinimum()); // 1 + +heap = new MinHeap(); +for (let i = 1; i < 10; i++) { + heap.insert(i); +} + +console.log(heap.getAsArray()); + +console.log('Extract minimum: ', heap.extract()); // 1 +console.log(heap.getAsArray()); // [2, 4, 3, 8, 5, 6, 7, 9] + diff --git a/examples/chapter11/02-UsingMaxHeap.html b/examples/chapter11/02-UsingMaxHeap.html new file mode 100644 index 00000000..9d573bda --- /dev/null +++ b/examples/chapter11/02-UsingMaxHeap.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter11/02-UsingMaxHeap.js b/examples/chapter11/02-UsingMaxHeap.js new file mode 100644 index 00000000..f1a5b97d --- /dev/null +++ b/examples/chapter11/02-UsingMaxHeap.js @@ -0,0 +1,27 @@ +const { MaxHeap } = PacktDataStructuresAlgorithms; + +const maxHeap = new MaxHeap(); + +maxHeap.insert(2); +maxHeap.insert(3); +maxHeap.insert(4); +maxHeap.insert(5); + +maxHeap.insert(1); + +console.log(maxHeap.getAsArray()); + +console.log('Heap size: ', maxHeap.size()); // 5 +console.log('Heap is empty: ', maxHeap.isEmpty()); // false +console.log('Heap min value: ', maxHeap.findMinimum()); // 5 + +maxHeap.insert(6); +maxHeap.insert(9); +maxHeap.insert(10); +maxHeap.insert(14); + +console.log(maxHeap.getAsArray()); + +console.log('Extract minimum: ', maxHeap.extract()); +console.log(maxHeap.getAsArray()); + diff --git a/examples/chapter11/03-HeapSort.html b/examples/chapter11/03-HeapSort.html new file mode 100644 index 00000000..e52c43f4 --- /dev/null +++ b/examples/chapter11/03-HeapSort.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter11/03-HeapSort.js b/examples/chapter11/03-HeapSort.js new file mode 100644 index 00000000..9d9b1ac0 --- /dev/null +++ b/examples/chapter11/03-HeapSort.js @@ -0,0 +1,7 @@ +const { heapSort } = PacktDataStructuresAlgorithms; + +console.log('********** Heap Sort **********'); +const array = [7, 6, 3, 5, 4, 1, 2]; + +console.log('Before sorting: ', array); +console.log('After sorting: ', heapSort(array)); diff --git a/examples/chapter11/01-UsingGraphs.html b/examples/chapter12/01-UsingGraphs.html similarity index 100% rename from examples/chapter11/01-UsingGraphs.html rename to examples/chapter12/01-UsingGraphs.html diff --git a/examples/chapter11/01-UsingGraphs.js b/examples/chapter12/01-UsingGraphs.js similarity index 100% rename from examples/chapter11/01-UsingGraphs.js rename to examples/chapter12/01-UsingGraphs.js diff --git a/examples/chapter11/02-BFS.html b/examples/chapter12/02-BFS.html similarity index 100% rename from examples/chapter11/02-BFS.html rename to examples/chapter12/02-BFS.html diff --git a/examples/chapter11/02-BFS.js b/examples/chapter12/02-BFS.js similarity index 100% rename from examples/chapter11/02-BFS.js rename to examples/chapter12/02-BFS.js diff --git a/examples/chapter11/03-DFS.html b/examples/chapter12/03-DFS.html similarity index 100% rename from examples/chapter11/03-DFS.html rename to examples/chapter12/03-DFS.html diff --git a/examples/chapter11/03-DFS.js b/examples/chapter12/03-DFS.js similarity index 92% rename from examples/chapter11/03-DFS.js rename to examples/chapter12/03-DFS.js index c29686eb..5c440a74 100644 --- a/examples/chapter11/03-DFS.js +++ b/examples/chapter12/03-DFS.js @@ -46,9 +46,9 @@ graph.addEdge('C', 'F'); graph.addEdge('F', 'E'); const result = DFS(graph); -console.log(result.discovery); -console.log(result.finished); -console.log(result.predecessors); +console.log('discovery', result.discovery); +console.log('finished', result.finished); +console.log('predecessors', result.predecessors); const fTimes = result.finished; s = ''; diff --git a/examples/chapter11/04-Dijkstra.html b/examples/chapter12/04-Dijkstra.html similarity index 100% rename from examples/chapter11/04-Dijkstra.html rename to examples/chapter12/04-Dijkstra.html diff --git a/examples/chapter11/04-Dijkstra.js b/examples/chapter12/04-Dijkstra.js similarity index 91% rename from examples/chapter11/04-Dijkstra.js rename to examples/chapter12/04-Dijkstra.js index fbba7ec1..dfa58854 100644 --- a/examples/chapter11/04-Dijkstra.js +++ b/examples/chapter12/04-Dijkstra.js @@ -11,7 +11,7 @@ const graph = [ console.log("********* Dijkstra's Algorithm - Shortest Path ***********"); -var dist = dijkstra(graph, 0); +const dist = dijkstra(graph, 0); for (i = 0; i < dist.length; i++){ console.log(i + '\t\t' + dist[i]); diff --git a/examples/chapter11/05-Floyd-Warshall.html b/examples/chapter12/05-Floyd-Warshall.html similarity index 100% rename from examples/chapter11/05-Floyd-Warshall.html rename to examples/chapter12/05-Floyd-Warshall.html diff --git a/examples/chapter11/05-Floyd-Warshall.js b/examples/chapter12/05-Floyd-Warshall.js similarity index 100% rename from examples/chapter11/05-Floyd-Warshall.js rename to examples/chapter12/05-Floyd-Warshall.js diff --git a/examples/chapter11/06-Prim.html b/examples/chapter12/06-Prim.html similarity index 100% rename from examples/chapter11/06-Prim.html rename to examples/chapter12/06-Prim.html diff --git a/examples/chapter11/06-Prim.js b/examples/chapter12/06-Prim.js similarity index 100% rename from examples/chapter11/06-Prim.js rename to examples/chapter12/06-Prim.js diff --git a/examples/chapter11/07-Kruskal.html b/examples/chapter12/07-Kruskal.html similarity index 100% rename from examples/chapter11/07-Kruskal.html rename to examples/chapter12/07-Kruskal.html diff --git a/examples/chapter11/07-Kruskal.js b/examples/chapter12/07-Kruskal.js similarity index 100% rename from examples/chapter11/07-Kruskal.js rename to examples/chapter12/07-Kruskal.js diff --git a/examples/chapter12/01-BubbleSort.html b/examples/chapter13/01-BubbleSort.html similarity index 100% rename from examples/chapter12/01-BubbleSort.html rename to examples/chapter13/01-BubbleSort.html diff --git a/examples/chapter12/01-BubbleSort.js b/examples/chapter13/01-BubbleSort.js similarity index 100% rename from examples/chapter12/01-BubbleSort.js rename to examples/chapter13/01-BubbleSort.js diff --git a/examples/chapter12/01-BucketSort.html b/examples/chapter13/01-BucketSort.html similarity index 100% rename from examples/chapter12/01-BucketSort.html rename to examples/chapter13/01-BucketSort.html diff --git a/examples/chapter12/01-BucketSort.js b/examples/chapter13/01-BucketSort.js similarity index 100% rename from examples/chapter12/01-BucketSort.js rename to examples/chapter13/01-BucketSort.js diff --git a/examples/chapter12/01-CountingSort.html b/examples/chapter13/01-CountingSort.html similarity index 100% rename from examples/chapter12/01-CountingSort.html rename to examples/chapter13/01-CountingSort.html diff --git a/examples/chapter12/01-CountingSort.js b/examples/chapter13/01-CountingSort.js similarity index 100% rename from examples/chapter12/01-CountingSort.js rename to examples/chapter13/01-CountingSort.js diff --git a/examples/chapter12/01-InsertionSort.html b/examples/chapter13/01-InsertionSort.html similarity index 100% rename from examples/chapter12/01-InsertionSort.html rename to examples/chapter13/01-InsertionSort.html diff --git a/examples/chapter12/01-InsertionSort.js b/examples/chapter13/01-InsertionSort.js similarity index 100% rename from examples/chapter12/01-InsertionSort.js rename to examples/chapter13/01-InsertionSort.js diff --git a/examples/chapter12/01-MergeSort.html b/examples/chapter13/01-MergeSort.html similarity index 100% rename from examples/chapter12/01-MergeSort.html rename to examples/chapter13/01-MergeSort.html diff --git a/examples/chapter12/01-MergeSort.js b/examples/chapter13/01-MergeSort.js similarity index 100% rename from examples/chapter12/01-MergeSort.js rename to examples/chapter13/01-MergeSort.js diff --git a/examples/chapter12/01-QuickSort.html b/examples/chapter13/01-QuickSort.html similarity index 100% rename from examples/chapter12/01-QuickSort.html rename to examples/chapter13/01-QuickSort.html diff --git a/examples/chapter12/01-QuickSort.js b/examples/chapter13/01-QuickSort.js similarity index 100% rename from examples/chapter12/01-QuickSort.js rename to examples/chapter13/01-QuickSort.js diff --git a/examples/chapter12/01-RadixSort.html b/examples/chapter13/01-RadixSort.html similarity index 100% rename from examples/chapter12/01-RadixSort.html rename to examples/chapter13/01-RadixSort.html diff --git a/examples/chapter12/01-RadixSort.js b/examples/chapter13/01-RadixSort.js similarity index 100% rename from examples/chapter12/01-RadixSort.js rename to examples/chapter13/01-RadixSort.js diff --git a/examples/chapter12/01-SelectionSort.html b/examples/chapter13/01-SelectionSort.html similarity index 100% rename from examples/chapter12/01-SelectionSort.html rename to examples/chapter13/01-SelectionSort.html diff --git a/examples/chapter12/01-SelectionSort.js b/examples/chapter13/01-SelectionSort.js similarity index 100% rename from examples/chapter12/01-SelectionSort.js rename to examples/chapter13/01-SelectionSort.js diff --git a/examples/chapter14/01-DC-BinarySearch.html b/examples/chapter14/01-DC-BinarySearch.html new file mode 100644 index 00000000..b110b636 --- /dev/null +++ b/examples/chapter14/01-DC-BinarySearch.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/01-DC-BinarySearch.js b/examples/chapter14/01-DC-BinarySearch.js new file mode 100644 index 00000000..e69de29b diff --git a/examples/chapter14/02-MinCoinChangeDP.html b/examples/chapter14/02-MinCoinChangeDP.html new file mode 100644 index 00000000..4c2027b3 --- /dev/null +++ b/examples/chapter14/02-MinCoinChangeDP.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/02-MinCoinChangeDP.js b/examples/chapter14/02-MinCoinChangeDP.js new file mode 100644 index 00000000..51ce7ed3 --- /dev/null +++ b/examples/chapter14/02-MinCoinChangeDP.js @@ -0,0 +1,5 @@ +const { minCoinChange } = PacktDataStructuresAlgorithms; + +console.log(minCoinChange([1, 5, 10], 15)); // [5, 10] +console.log(minCoinChange([1, 3, 4], 6)); // [3, 3] + diff --git a/examples/chapter14/03-MinCoinChangeGreedy.html b/examples/chapter14/03-MinCoinChangeGreedy.html new file mode 100644 index 00000000..92b0618f --- /dev/null +++ b/examples/chapter14/03-MinCoinChangeGreedy.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/03-MinCoinChangeGreedy.js b/examples/chapter14/03-MinCoinChangeGreedy.js new file mode 100644 index 00000000..584603f2 --- /dev/null +++ b/examples/chapter14/03-MinCoinChangeGreedy.js @@ -0,0 +1,5 @@ +const { minCoinChangeGreedy } = PacktDataStructuresAlgorithms; + +console.log(minCoinChangeGreedy([1, 5, 10], 15)); // [5, 10] +console.log(minCoinChangeGreedy([1, 3, 4], 6)); // [4, 1, 1] + diff --git a/examples/chapter14/04-KnapsackProblemDP.html b/examples/chapter14/04-KnapsackProblemDP.html new file mode 100644 index 00000000..1f06c983 --- /dev/null +++ b/examples/chapter14/04-KnapsackProblemDP.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/04-KnapsackProblemDP.js b/examples/chapter14/04-KnapsackProblemDP.js new file mode 100644 index 00000000..e9ff4369 --- /dev/null +++ b/examples/chapter14/04-KnapsackProblemDP.js @@ -0,0 +1,8 @@ +const { knapSack } = PacktDataStructuresAlgorithms; + +const values = [3,4,5]; +const weights = [2,3,4]; +const capacity = 5; +const n = values.length; + +console.log(knapSack(capacity, weights, values, n)); diff --git a/examples/chapter14/05-KnapSackProblemRecursive.html b/examples/chapter14/05-KnapSackProblemRecursive.html new file mode 100644 index 00000000..610d7310 --- /dev/null +++ b/examples/chapter14/05-KnapSackProblemRecursive.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/05-KnapSackProblemRecursive.js b/examples/chapter14/05-KnapSackProblemRecursive.js new file mode 100644 index 00000000..ba76971b --- /dev/null +++ b/examples/chapter14/05-KnapSackProblemRecursive.js @@ -0,0 +1,8 @@ +const { knapSackRecursive } = PacktDataStructuresAlgorithms; + +const values = [3,4,5]; +const weights = [2,3,4]; +const capacity = 5; +const n = values.length; + +console.log(knapSackRecursive(capacity, weights, values, n)); diff --git a/examples/chapter14/06-KnapSackProblemGreedy.html b/examples/chapter14/06-KnapSackProblemGreedy.html new file mode 100644 index 00000000..0d2e3c04 --- /dev/null +++ b/examples/chapter14/06-KnapSackProblemGreedy.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/06-KnapSackProblemGreedy.js b/examples/chapter14/06-KnapSackProblemGreedy.js new file mode 100644 index 00000000..d9858107 --- /dev/null +++ b/examples/chapter14/06-KnapSackProblemGreedy.js @@ -0,0 +1,7 @@ +const { knapSackGreedy } = PacktDataStructuresAlgorithms; + +const values = [3,4,5]; +const weights = [2,3,4]; +const capacity = 5; + +console.log(knapSackGreedy(capacity, weights, values)); diff --git a/examples/chapter14/07-LongestCommonSubsequenceDP.html b/examples/chapter14/07-LongestCommonSubsequenceDP.html new file mode 100644 index 00000000..f4b8b8a8 --- /dev/null +++ b/examples/chapter14/07-LongestCommonSubsequenceDP.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/07-LongestCommonSubsequenceDP.js b/examples/chapter14/07-LongestCommonSubsequenceDP.js new file mode 100644 index 00000000..75e86015 --- /dev/null +++ b/examples/chapter14/07-LongestCommonSubsequenceDP.js @@ -0,0 +1,8 @@ +const { lcs } = PacktDataStructuresAlgorithms; +const { lcsPrint } = PacktDataStructuresAlgorithms; + +const wordX = 'acbaed'; +const wordY = 'abcadf'; + +console.log('lcs', lcs(wordX, wordY)); +console.log('lcsPrint', lcsPrint(wordX, wordY)); diff --git a/examples/chapter14/08-LongestCommonSubsequenceRecursive.html b/examples/chapter14/08-LongestCommonSubsequenceRecursive.html new file mode 100644 index 00000000..25fa3a3f --- /dev/null +++ b/examples/chapter14/08-LongestCommonSubsequenceRecursive.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/08-LongestCommonSubsequenceRecursive.js b/examples/chapter14/08-LongestCommonSubsequenceRecursive.js new file mode 100644 index 00000000..63c2daf7 --- /dev/null +++ b/examples/chapter14/08-LongestCommonSubsequenceRecursive.js @@ -0,0 +1,6 @@ +const { lcsRecursive } = PacktDataStructuresAlgorithms; + +const wordX = 'acbaed'; +const wordY = 'abcadf'; + +console.log('lcsRecursive', lcsRecursive(wordX, wordY)); diff --git a/examples/chapter14/09-MatrixChainMultiplicationDP.html b/examples/chapter14/09-MatrixChainMultiplicationDP.html new file mode 100644 index 00000000..110165d7 --- /dev/null +++ b/examples/chapter14/09-MatrixChainMultiplicationDP.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/09-MatrixChainMultiplicationDP.js b/examples/chapter14/09-MatrixChainMultiplicationDP.js new file mode 100644 index 00000000..50e92fd5 --- /dev/null +++ b/examples/chapter14/09-MatrixChainMultiplicationDP.js @@ -0,0 +1,4 @@ +const { matrixChainOrder } = PacktDataStructuresAlgorithms; + +const p = [10, 100, 5, 50, 1]; +console.log(matrixChainOrder(p)); diff --git a/examples/chapter14/10-MatrixChainMultiplicationRecursive.html b/examples/chapter14/10-MatrixChainMultiplicationRecursive.html new file mode 100644 index 00000000..eba9ceaf --- /dev/null +++ b/examples/chapter14/10-MatrixChainMultiplicationRecursive.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/10-MatrixChainMultiplicationRecursive.js b/examples/chapter14/10-MatrixChainMultiplicationRecursive.js new file mode 100644 index 00000000..97245276 --- /dev/null +++ b/examples/chapter14/10-MatrixChainMultiplicationRecursive.js @@ -0,0 +1,4 @@ +const { matrixChainOrderGreedy } = PacktDataStructuresAlgorithms; + +const p = [10, 100, 5, 50, 1]; +console.log(matrixChainOrderGreedy(p)); diff --git a/examples/chapter14/11-RatInMaze.html b/examples/chapter14/11-RatInMaze.html new file mode 100644 index 00000000..da73582f --- /dev/null +++ b/examples/chapter14/11-RatInMaze.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/11-RatInMaze.js b/examples/chapter14/11-RatInMaze.js new file mode 100644 index 00000000..221e7f19 --- /dev/null +++ b/examples/chapter14/11-RatInMaze.js @@ -0,0 +1,10 @@ +const { ratInAMaze } = PacktDataStructuresAlgorithms; + +const maze = [ + [1, 0, 0, 0], + [1, 1, 1, 1], + [0, 0, 1, 0], + [0, 1, 1, 1] +]; + +console.log(ratInAMaze(maze)); diff --git a/examples/chapter14/12-SudokuSolver.html b/examples/chapter14/12-SudokuSolver.html new file mode 100644 index 00000000..b3126287 --- /dev/null +++ b/examples/chapter14/12-SudokuSolver.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/12-SudokuSolver.js b/examples/chapter14/12-SudokuSolver.js new file mode 100644 index 00000000..bf52ddf3 --- /dev/null +++ b/examples/chapter14/12-SudokuSolver.js @@ -0,0 +1,15 @@ +const { sudokuSolver } = PacktDataStructuresAlgorithms; + +const sudokuGrid = [ + [5, 3, 0, 0, 7, 0, 0, 0, 0], + [6, 0, 0, 1, 9, 5, 0, 0, 0], + [0, 9, 8, 0, 0, 0, 0, 6, 0], + [8, 0, 0, 0, 6, 0, 0, 0, 3], + [4, 0, 0, 8, 0, 3, 0, 0, 1], + [7, 0, 0, 0, 2, 0, 0, 0, 6], + [0, 6, 0, 0, 0, 0, 2, 8, 0], + [0, 0, 0, 4, 1, 9, 0, 0, 5], + [0, 0, 0, 0, 8, 0, 0, 7, 9] +]; + +console.log(sudokuSolver(sudokuGrid)); diff --git a/examples/chapter14/13-IntroFunctionalProgramming.html b/examples/chapter14/13-IntroFunctionalProgramming.html new file mode 100644 index 00000000..0d7cd0ed --- /dev/null +++ b/examples/chapter14/13-IntroFunctionalProgramming.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter14/13-IntroFunctionalProgramming.js b/examples/chapter14/13-IntroFunctionalProgramming.js new file mode 100644 index 00000000..692bebd6 --- /dev/null +++ b/examples/chapter14/13-IntroFunctionalProgramming.js @@ -0,0 +1,147 @@ +console.log('Using imperative JS'); + +var printArray = function(array){ + for (var i=0; i array[i]){ + minValue = array[i]; + } + } + + return minValue; +}; + +console.log(findMinArray([8,6,4,5,9])); + +console.log('Finding the min value in an array - functional ES2015'); +const min_ = function(array){ + return Math.min(...array) +}; + +//simplifying using arrow functions +const min = arr => Math.min(...arr); + +console.log(min_([8,6,4,5,9])); +console.log(min([8,6,4,5,9])); + +//concat + reduce +console.log('merge arrays - imperative'); + +var mergeArrays_ = function(arrays){ + var count = arrays.length, + newArray = [], + k =0; + for (var i=0; i [].concat(...arrays); +console.log(mergeArrays([1, 2, 3], [4, 5], [6])); + +console.log('sum values of arrays - imperative'); +var sumValues = function(array){ + var total = array[0]; + for (var i=1; i arr.reduce((a, b) => a + b); + +console.log(sum([1, 2, 3, 4, 5])); + +//map +var daysOfWeek = [ + {name: 'Monday', value: 1}, + {name: 'Tuesday', value: 2}, + {name: 'Wednesday', value: 7} +]; + +var daysOfWeekValues_ = []; +for (var i = 0; i < daysOfWeek.length; i++) { + daysOfWeekValues_.push(daysOfWeek[i].value); +} + +//to +var daysOfWeekValues = daysOfWeek.map(function(day) { + return day.value; +}); +console.log(daysOfWeekValues); + + +//filter +var positiveNumbers_ = function(array){ + var positive = []; + for (var i = 0; i < array.length; i++) { + if (array[i] >= 0){ + positive.push(array[i]); + } + } + return positive; +} +console.log(positiveNumbers_([-1,1,2,-2])); + +var positiveNumbers = function(array){ + return array.filter(function(num){ + return num >= 0; + }) +}; +console.log(positiveNumbers([-1,1,2,-2])); diff --git a/examples/chapter15/01-BigONotation.html b/examples/chapter15/01-BigONotation.html new file mode 100755 index 00000000..f8f26334 --- /dev/null +++ b/examples/chapter15/01-BigONotation.html @@ -0,0 +1,10 @@ + + + + + + + + + + diff --git a/examples/chapter15/01-BigONotation.js b/examples/chapter15/01-BigONotation.js new file mode 100755 index 00000000..a48bd6ab --- /dev/null +++ b/examples/chapter15/01-BigONotation.js @@ -0,0 +1,65 @@ +//*************** o(1) +function increment(num){ + console.log('cost for increment with input ' + num + ' is 1'); + return ++num; +} + +increment(1); +increment(2); + +//*************** o(n) + +function createNonSortedArray(size){ + var array = []; + + for (var i = size; i> 0; i--){ + array[i] = i; + } + + return array; +} + +function sequentialSearch(array, item){ + var cost = 0; + for (var i=0; i array[j+1]){ + swap(array, j, j+1); + } + } + } + console.log('cost for bubbleSort with input size ' + length + ' is ' + cost); +} + +var array1 = createNonSortedArray(99); +var array2 = createNonSortedArray(999); +var array3 = createNonSortedArray(9999); +bubbleSort(array1); +bubbleSort(array2); +bubbleSort(array3); \ No newline at end of file diff --git a/examples/chapter15/bigOChart/chart.js b/examples/chapter15/bigOChart/chart.js new file mode 100755 index 00000000..765794df --- /dev/null +++ b/examples/chapter15/bigOChart/chart.js @@ -0,0 +1,37 @@ +google.load('visualization', '1.0', {'packages':['corechart']}); +google.setOnLoadCallback(drawChart); + +function drawChart() { + + var data = new google.visualization.DataTable(); + data.addColumn('string', 'n'); + data.addColumn('number', 'O(1)'); + data.addColumn('number', 'O(log n)'); + data.addColumn('number', 'O(n)'); + data.addColumn('number', 'O(n log n)'); + data.addColumn('number', 'O(n^2)'); + data.addColumn('number', 'O(2^n)'); + + for (var i = 0; i <= 30; i++) { + data.addRow([i+'', 1, Math.log(i), i, Math.log(i)*i, Math.pow(i,2), Math.pow(2,i)]); + } + + var options = {'title':'Big O Notation Complexity Chart', + 'width':700, + 'height':600, + 'backgroundColor':{stroke:'#CCC',strokeWidth:1}, + 'curveType':'function', + 'hAxis':{ + title:'Elements (n)', + showTextEvery:5 + }, + 'vAxis':{ + title:'Operations', + viewWindowMode:'explicit', + viewWindow:{min:0,max:450} + } + }; + + var chart = new google.visualization.LineChart(document.getElementById('chart_div')); + chart.draw(data, options); +} \ No newline at end of file diff --git a/examples/chapter15/bigOChart/index.html b/examples/chapter15/bigOChart/index.html new file mode 100755 index 00000000..31118263 --- /dev/null +++ b/examples/chapter15/bigOChart/index.html @@ -0,0 +1,14 @@ + + + + + + + + + +
+ + \ No newline at end of file diff --git a/examples/index.html b/examples/index.html index 5a9bb80c..7e3e6629 100644 --- a/examples/index.html +++ b/examples/index.html @@ -38,8 +38,7 @@
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diff --git a/package.json b/package.json index 88846051..d0ec6c91 100644 --- a/package.json +++ b/package.json @@ -21,6 +21,7 @@ "lint:js": "eslint src/js && eslint test/js", "lint:ts": "tslint -c tslint.json 'src/ts/**/*.ts' && tslint -c tslint.json 'test/ts/**/*.ts'", "lint": "npm run lint:js && npm run lint:ts", + "eslintFix": "eslint src/js --fix && eslint test/js --fix", "test:js": "mocha --compilers js:babel-core/register ./test/js --recursive --reporter mochawesome", "test:ts": "mocha -r ts-node/register ./test/ts/**/*.spec.ts ./test/ts/**/**/*.spec.ts --recursive", "test": "npm run test:js && npm run test:ts", @@ -30,7 +31,8 @@ "generate-report": "nyc --report-dir coverage npm run test && nyc report --reporter=text", "generate-report2": "nyc --report-dir coverage npm run test", "go": "npm run clean && npm run lint && npm run build && npm run test", - "webpack": "webpack --env build" + "webpack": "webpack --env build", + "serve": "http-server" }, "nyc": { "include": [ @@ -54,27 +56,31 @@ }, "devDependencies": { "@types/chai": "^4.1.2", - "@types/mocha": "^2.2.48", + "@types/mocha": "^5.0.0", "babel-cli": "^6.26.0", - "babel-core": "^6.26.0", - "babel-eslint": "^8.2.2", - "babel-loader": "^7.1.4", - "babel-plugin-add-module-exports": "^0.2.1", + "babel-core": "^6.26.3", + "babel-eslint": "^10.0.1", + "babel-loader": "^8.0.5", + "babel-plugin-add-module-exports": "^1.0.0", "babel-plugin-transform-es2015-modules-umd": "^6.24.1", - "babel-preset-env": "^1.6.1", + "babel-preset-env": "^1.7.0", "chai": "^4.1.2", - "codecov": "^3.0.0", - "eslint": "^4.18.2", - "eslint-config-airbnb-base": "^12.1.0", - "eslint-plugin-import": "^2.9.0", + "codecov": "^3.7.1", + "eslint": "^5.15.1", + "eslint-config-airbnb-base": "^13.1.0", + "eslint-plugin-import": "^2.16.0", "istanbul": "^v1.1.0-alpha.1", "mocha": "^5.0.4", "mochawesome": "^3.0.2", - "nyc": "^11.6.0", - "ts-node": "^5.0.1", - "tslint": "^5.9.1", - "typescript": "^2.7.2", - "webpack": "^4.1.1", - "yargs": "^11.0.0" + "nyc": "11.7.2", + "ts-node": "8.0.3", + "tslint": "5.14.0", + "typescript": "3.3.3333", + "webpack": "^4.29.6", + "webpack-cli": "3.3.0", + "yargs": "^16.1.0" + }, + "dependencies": { + "http-server": "^0.12.3" } } diff --git a/src/js/algorithms/backtracking/rat-in-maze.js b/src/js/algorithms/backtracking/rat-in-maze.js index 36174e16..ff433130 100644 --- a/src/js/algorithms/backtracking/rat-in-maze.js +++ b/src/js/algorithms/backtracking/rat-in-maze.js @@ -34,7 +34,7 @@ export function ratInAMaze(maze) { solution[i][j] = 0; } } - if (findPath(maze, 0, 0, solution) === false) { + if (findPath(maze, 0, 0, solution) === true) { return solution; } return 'NO PATH FOUND'; diff --git a/src/js/algorithms/backtracking/sudoku-solver.js b/src/js/algorithms/backtracking/sudoku-solver.js index 48d98bd5..6e1a76fc 100644 --- a/src/js/algorithms/backtracking/sudoku-solver.js +++ b/src/js/algorithms/backtracking/sudoku-solver.js @@ -31,9 +31,9 @@ function usedInBox(matrix, boxStartRow, boxStartCol, num) { function isSafe(matrix, row, col, num) { return ( - !usedInRow(matrix, row, num) && - !usedInCol(matrix, col, num) && - !usedInBox(matrix, row - (row % 3), col - (col % 3), num) + !usedInRow(matrix, row, num) + && !usedInCol(matrix, col, num) + && !usedInBox(matrix, row - (row % 3), col - (col % 3), num) ); } function solveSudoku(matrix) { diff --git a/src/js/algorithms/dynamic-programing/knapsack.js b/src/js/algorithms/dynamic-programing/knapsack.js index 14919f44..9c979360 100644 --- a/src/js/algorithms/dynamic-programing/knapsack.js +++ b/src/js/algorithms/dynamic-programing/knapsack.js @@ -4,9 +4,9 @@ function findValues(n, capacity, kS) { // console.log('Items that are part of the solution:'); while (i > 0 && k > 0) { if (kS[i][k] !== kS[i - 1][k]) { - /* console.log( - 'item ' + i + ' can be part of solution w,v: ' + weights[i - 1] + ',' + values[i - 1] - ); */ + // console.log( + // item ' + i + ' can be part of solution w,v: ' + weights[i - 1] + ',' + values[i - 1] + // ); i--; k -= kS[i][k]; } else { diff --git a/src/js/algorithms/dynamic-programing/longest-common-subsequence-print.js b/src/js/algorithms/dynamic-programing/longest-common-subsequence-print.js index 0ddc1b37..e18c6e11 100644 --- a/src/js/algorithms/dynamic-programing/longest-common-subsequence-print.js +++ b/src/js/algorithms/dynamic-programing/longest-common-subsequence-print.js @@ -15,7 +15,7 @@ function printSolution(solution, wordX, m, n) { } x = solution[a][b]; } - // console.log('lcs: ' + answer); + return answer; } export function lcs(wordX, wordY) { const m = wordX.length; @@ -47,6 +47,5 @@ export function lcs(wordX, wordY) { // console.log(l[i].join()); // console.log(solution[i].join()); } - printSolution(solution, wordX, m, n); - return l[m][n]; + return printSolution(solution, wordX, m, n); } diff --git a/src/js/algorithms/dynamic-programing/matrix-chain-multiplication.js b/src/js/algorithms/dynamic-programing/matrix-chain-multiplication.js index ae155cb3..143f5772 100644 --- a/src/js/algorithms/dynamic-programing/matrix-chain-multiplication.js +++ b/src/js/algorithms/dynamic-programing/matrix-chain-multiplication.js @@ -43,4 +43,3 @@ export function matrixChainOrder(p) { printOptimalParenthesis(s, 1, n - 1); return m[1][n - 1]; } - diff --git a/src/js/algorithms/dynamic-programing/min-coin-change.js b/src/js/algorithms/dynamic-programing/min-coin-change.js index 5456cd30..a477c804 100644 --- a/src/js/algorithms/dynamic-programing/min-coin-change.js +++ b/src/js/algorithms/dynamic-programing/min-coin-change.js @@ -18,9 +18,9 @@ export function minCoinChange(coins, amount) { newMin = makeChange(newAmount); } if ( - newAmount >= 0 && - (newMin.length < min.length - 1 || !min.length) && - (newMin.length || !newAmount) + newAmount >= 0 + && (newMin.length < min.length - 1 || !min.length) + && (newMin.length || !newAmount) ) { min = [coin].concat(newMin); // console.log('new Min ' + min + ' for ' + amount); diff --git a/src/js/algorithms/graph/depth-first-search.js b/src/js/algorithms/graph/depth-first-search.js index 208925ce..8427659f 100644 --- a/src/js/algorithms/graph/depth-first-search.js +++ b/src/js/algorithms/graph/depth-first-search.js @@ -46,7 +46,7 @@ export const depthFirstSearch = (graph, callback) => { const DFSVisit = (u, color, d, f, p, time, adjList) => { // console.log('discovered ' + u); color[u] = Colors.GREY; - d[u] = ++time; + d[u] = ++time.count; const neighbors = adjList.get(u); for (let i = 0; i < neighbors.length; i++) { const w = neighbors[i]; @@ -56,7 +56,7 @@ const DFSVisit = (u, color, d, f, p, time, adjList) => { } } color[u] = Colors.BLACK; - f[u] = ++time; + f[u] = ++time.count; // console.log('explored ' + u); }; @@ -67,7 +67,7 @@ export const DFS = graph => { const d = {}; const f = {}; const p = {}; - const time = 0; + const time = { count: 0 }; for (let i = 0; i < vertices.length; i++) { f[vertices[i]] = 0; d[vertices[i]] = 0; diff --git a/src/js/algorithms/greedy/matrix-chain-multiplication.js b/src/js/algorithms/greedy/matrix-chain-multiplication.js index 9909eab2..63c5b4ae 100644 --- a/src/js/algorithms/greedy/matrix-chain-multiplication.js +++ b/src/js/algorithms/greedy/matrix-chain-multiplication.js @@ -4,8 +4,8 @@ export function matrixChainOrder(p, i = 1, j = p.length - 1) { } let min = Number.MAX_SAFE_INTEGER; for (let k = i; k < j; k++) { - const count = - matrixChainOrder(p, i, k) + matrixChainOrder(p, k + 1, j) + ((p[i - 1] * p[k]) * p[j]); + const count = matrixChainOrder(p, i, k) + + matrixChainOrder(p, k + 1, j) + ((p[i - 1] * p[k]) * p[j]); if (count < min) { min = count; } diff --git a/src/js/algorithms/search/binary-search-recursive.js b/src/js/algorithms/search/binary-search-recursive.js new file mode 100644 index 00000000..d8daa439 --- /dev/null +++ b/src/js/algorithms/search/binary-search-recursive.js @@ -0,0 +1,24 @@ +import { Compare, defaultCompare, DOES_NOT_EXIST } from '../../util'; +import { quickSort } from '../sorting/quicksort'; + +function binarySearchRecursive(array, value, low, high, compareFn = defaultCompare) { + if (low <= high) { + const mid = Math.floor((low + high) / 2); + const element = array[mid]; + if (compareFn(element, value) === Compare.LESS_THAN) { + return binarySearchRecursive(array, value, mid + 1, high, compareFn); + } + if (compareFn(element, value) === Compare.BIGGER_THAN) { + return binarySearchRecursive(array, value, low, mid - 1, compareFn); + } + return mid; + } + return DOES_NOT_EXIST; +} + +export function binarySearch(array, value, compareFn = defaultCompare) { + const sortedArray = quickSort(array); + const low = 0; + const high = sortedArray.length - 1; + return binarySearchRecursive(array, value, low, high, compareFn); +} diff --git a/src/js/algorithms/search/interpolation-search.js b/src/js/algorithms/search/interpolation-search.js index e2153349..2f9f7278 100644 --- a/src/js/algorithms/search/interpolation-search.js +++ b/src/js/algorithms/search/interpolation-search.js @@ -21,9 +21,9 @@ export function interpolationSearch( let position = -1; let delta = -1; while ( - low <= high && - biggerEquals(value, array[low], compareFn) && - lesserEquals(value, array[high], compareFn) + low <= high + && biggerEquals(value, array[low], compareFn) + && lesserEquals(value, array[high], compareFn) ) { delta = diffFn(value, array[low]) / diffFn(array[high], array[low]); position = low + Math.floor((high - low) * delta); diff --git a/src/js/algorithms/sorting/quicksort.js b/src/js/algorithms/sorting/quicksort.js index 2ac40b4a..6e27167c 100644 --- a/src/js/algorithms/sorting/quicksort.js +++ b/src/js/algorithms/sorting/quicksort.js @@ -4,18 +4,15 @@ function partition(array, left, right, compareFn) { const pivot = array[Math.floor((right + left) / 2)]; let i = left; let j = right; - // console.log('pivot is ' + pivot + '; left is ' + left + '; right is ' + right); + while (i <= j) { while (compareFn(array[i], pivot) === Compare.LESS_THAN) { i++; - // console.log('i = ' + i); } while (compareFn(array[j], pivot) === Compare.BIGGER_THAN) { j--; - // console.log('j = ' + j); } if (i <= j) { - // console.log('swap ' + array[i] + ' with ' + array[j]); swap(array, i, j); i++; j--; diff --git a/src/js/data-structures/avl-tree.js b/src/js/data-structures/avl-tree.js index 108716e5..8ea3cfb9 100644 --- a/src/js/data-structures/avl-tree.js +++ b/src/js/data-structures/avl-tree.js @@ -16,12 +16,14 @@ export default class AVLTree extends BinarySearchTree { this.compareFn = compareFn; this.root = null; } + getNodeHeight(node) { if (node == null) { return -1; } return Math.max(this.getNodeHeight(node.left), this.getNodeHeight(node.right)) + 1; } + /** * Left left case: rotate right * @@ -39,6 +41,7 @@ export default class AVLTree extends BinarySearchTree { tmp.right = node; return tmp; } + /** * Right right case: rotate left * @@ -56,6 +59,7 @@ export default class AVLTree extends BinarySearchTree { tmp.left = node; return tmp; } + /** * Left right case: rotate left then right * @param node Node @@ -64,6 +68,7 @@ export default class AVLTree extends BinarySearchTree { node.left = this.rotationRR(node.left); return this.rotationLL(node); } + /** * Right left case: rotate right then left * @param node Node @@ -72,6 +77,7 @@ export default class AVLTree extends BinarySearchTree { node.right = this.rotationLL(node.right); return this.rotationRR(node); } + getBalanceFactor(node) { const heightDifference = this.getNodeHeight(node.left) - this.getNodeHeight(node.right); switch (heightDifference) { @@ -87,13 +93,15 @@ export default class AVLTree extends BinarySearchTree { return BalanceFactor.BALANCED; } } + insert(key) { this.root = this.insertNode(this.root, key); } + insertNode(node, key) { if (node == null) { return new Node(key); - } else if (this.compareFn(key, node.key) === Compare.LESS_THAN) { + } if (this.compareFn(key, node.key) === Compare.LESS_THAN) { node.left = this.insertNode(node.left, key); } else if (this.compareFn(key, node.key) === Compare.BIGGER_THAN) { node.right = this.insertNode(node.right, key); @@ -122,6 +130,7 @@ export default class AVLTree extends BinarySearchTree { } return node; } + removeNode(node, key) { node = super.removeNode(node, key); // {1} if (node == null) { @@ -132,8 +141,8 @@ export default class AVLTree extends BinarySearchTree { if (balanceFactor === BalanceFactor.UNBALANCED_LEFT) { // Left left case if ( - this.getBalanceFactor(node.left) === BalanceFactor.BALANCED || - this.getBalanceFactor(node.left) === BalanceFactor.SLIGHTLY_UNBALANCED_LEFT + this.getBalanceFactor(node.left) === BalanceFactor.BALANCED + || this.getBalanceFactor(node.left) === BalanceFactor.SLIGHTLY_UNBALANCED_LEFT ) { return this.rotationLL(node); } @@ -145,8 +154,8 @@ export default class AVLTree extends BinarySearchTree { if (balanceFactor === BalanceFactor.UNBALANCED_RIGHT) { // Right right case if ( - this.getBalanceFactor(node.right) === BalanceFactor.BALANCED || - this.getBalanceFactor(node.right) === BalanceFactor.SLIGHTLY_UNBALANCED_RIGHT + this.getBalanceFactor(node.right) === BalanceFactor.BALANCED + || this.getBalanceFactor(node.right) === BalanceFactor.SLIGHTLY_UNBALANCED_RIGHT ) { return this.rotationRR(node); } diff --git a/src/js/data-structures/binary-search-tree.js b/src/js/data-structures/binary-search-tree.js index b05de8b2..98795a16 100644 --- a/src/js/data-structures/binary-search-tree.js +++ b/src/js/data-structures/binary-search-tree.js @@ -4,8 +4,9 @@ import { Node } from './models/node'; export default class BinarySearchTree { constructor(compareFn = defaultCompare) { this.compareFn = compareFn; - this.root = null; + this.root = undefined; } + insert(key) { // special case: first key if (this.root == null) { @@ -14,6 +15,7 @@ export default class BinarySearchTree { this.insertNode(this.root, key); } } + insertNode(node, key) { if (this.compareFn(key, node.key) === Compare.LESS_THAN) { if (node.left == null) { @@ -27,26 +29,31 @@ export default class BinarySearchTree { this.insertNode(node.right, key); } } + getRoot() { return this.root; } + search(key) { return this.searchNode(this.root, key); } + searchNode(node, key) { if (node == null) { return false; } if (this.compareFn(key, node.key) === Compare.LESS_THAN) { return this.searchNode(node.left, key); - } else if (this.compareFn(key, node.key) === Compare.BIGGER_THAN) { + } if (this.compareFn(key, node.key) === Compare.BIGGER_THAN) { return this.searchNode(node.right, key); } return true; } + inOrderTraverse(callback) { this.inOrderTraverseNode(this.root, callback); } + inOrderTraverseNode(node, callback) { if (node != null) { this.inOrderTraverseNode(node.left, callback); @@ -54,9 +61,11 @@ export default class BinarySearchTree { this.inOrderTraverseNode(node.right, callback); } } + preOrderTraverse(callback) { this.preOrderTraverseNode(this.root, callback); } + preOrderTraverseNode(node, callback) { if (node != null) { callback(node.key); @@ -64,9 +73,11 @@ export default class BinarySearchTree { this.preOrderTraverseNode(node.right, callback); } } + postOrderTraverse(callback) { this.postOrderTraverseNode(this.root, callback); } + postOrderTraverseNode(node, callback) { if (node != null) { this.postOrderTraverseNode(node.left, callback); @@ -74,9 +85,11 @@ export default class BinarySearchTree { callback(node.key); } } + min() { return this.minNode(this.root); } + minNode(node) { let current = node; while (current != null && current.left != null) { @@ -84,9 +97,11 @@ export default class BinarySearchTree { } return current; } + max() { return this.maxNode(this.root); } + maxNode(node) { let current = node; while (current != null && current.right != null) { @@ -94,17 +109,19 @@ export default class BinarySearchTree { } return current; } + remove(key) { this.root = this.removeNode(this.root, key); } + removeNode(node, key) { if (node == null) { - return null; + return undefined; } if (this.compareFn(key, node.key) === Compare.LESS_THAN) { node.left = this.removeNode(node.left, key); return node; - } else if (this.compareFn(key, node.key) === Compare.BIGGER_THAN) { + } if (this.compareFn(key, node.key) === Compare.BIGGER_THAN) { node.right = this.removeNode(node.right, key); return node; } @@ -115,14 +132,14 @@ export default class BinarySearchTree { // 3 - a node with 2 children // case 1 if (node.left == null && node.right == null) { - node = null; + node = undefined; return node; } // case 2 if (node.left == null) { node = node.right; return node; - } else if (node.right == null) { + } if (node.right == null) { node = node.left; return node; } diff --git a/src/js/data-structures/circular-linked-list.js b/src/js/data-structures/circular-linked-list.js index cc565558..4209087a 100644 --- a/src/js/data-structures/circular-linked-list.js +++ b/src/js/data-structures/circular-linked-list.js @@ -6,6 +6,7 @@ export default class CircularLinkedList extends LinkedList { constructor(equalsFn = defaultEquals) { super(equalsFn); } + push(element) { const node = new Node(element); let current; @@ -19,6 +20,7 @@ export default class CircularLinkedList extends LinkedList { node.next = this.head; this.count++; } + insert(element, index) { if (index >= 0 && index <= this.count) { const node = new Node(element); @@ -45,6 +47,7 @@ export default class CircularLinkedList extends LinkedList { } return false; } + removeAt(index) { if (index >= 0 && index < this.count) { let current = this.head; diff --git a/src/js/data-structures/dictionary.js b/src/js/data-structures/dictionary.js index 4ec6212a..2b0568bd 100644 --- a/src/js/data-structures/dictionary.js +++ b/src/js/data-structures/dictionary.js @@ -6,6 +6,7 @@ export default class Dictionary { this.toStrFn = toStrFn; this.table = {}; } + set(key, value) { if (key != null && value != null) { const tableKey = this.toStrFn(key); @@ -14,13 +15,16 @@ export default class Dictionary { } return false; } + get(key) { const valuePair = this.table[this.toStrFn(key)]; return valuePair == null ? undefined : valuePair.value; } + hasKey(key) { return this.table[this.toStrFn(key)] != null; } + remove(key) { if (this.hasKey(key)) { delete this.table[this.toStrFn(key)]; @@ -28,15 +32,19 @@ export default class Dictionary { } return false; } + values() { return this.keyValues().map(valuePair => valuePair.value); } + keys() { return this.keyValues().map(valuePair => valuePair.key); } + keyValues() { return Object.values(this.table); } + forEach(callbackFn) { const valuePairs = this.keyValues(); for (let i = 0; i < valuePairs.length; i++) { @@ -46,15 +54,19 @@ export default class Dictionary { } } } + isEmpty() { return this.size() === 0; } + size() { return Object.keys(this.table).length; } + clear() { this.table = {}; } + toString() { if (this.isEmpty()) { return ''; diff --git a/src/js/data-structures/doubly-linked-list.js b/src/js/data-structures/doubly-linked-list.js index 8960e173..e6547ec4 100644 --- a/src/js/data-structures/doubly-linked-list.js +++ b/src/js/data-structures/doubly-linked-list.js @@ -7,6 +7,7 @@ export default class DoublyLinkedList extends LinkedList { super(equalsFn); this.tail = undefined; } + push(element) { const node = new DoublyNode(element); if (this.head == null) { @@ -20,6 +21,7 @@ export default class DoublyLinkedList extends LinkedList { } this.count++; } + insert(element, index) { if (index >= 0 && index <= this.count) { const node = new DoublyNode(element); @@ -51,6 +53,7 @@ export default class DoublyLinkedList extends LinkedList { } return false; } + removeAt(index) { if (index >= 0 && index < this.count) { let current = this.head; @@ -80,6 +83,7 @@ export default class DoublyLinkedList extends LinkedList { } return undefined; } + indexOf(element) { let current = this.head; let index = 0; @@ -92,16 +96,20 @@ export default class DoublyLinkedList extends LinkedList { } return -1; } + getHead() { return this.head; } + getTail() { return this.tail; } + clear() { super.clear(); this.tail = undefined; } + toString() { if (this.head == null) { return ''; @@ -114,6 +122,7 @@ export default class DoublyLinkedList extends LinkedList { } return objString; } + inverseToString() { if (this.tail == null) { return ''; diff --git a/src/js/data-structures/graph.js b/src/js/data-structures/graph.js index d838c4f6..f9bfbe51 100644 --- a/src/js/data-structures/graph.js +++ b/src/js/data-structures/graph.js @@ -6,12 +6,14 @@ export default class Graph { this.vertices = []; this.adjList = new Dictionary(); } + addVertex(v) { if (!this.vertices.includes(v)) { this.vertices.push(v); this.adjList.set(v, []); // initialize adjacency list with array as well; } } + addEdge(a, b) { if (!this.adjList.get(a)) { this.addVertex(a); @@ -20,16 +22,19 @@ export default class Graph { this.addVertex(b); } this.adjList.get(a).push(b); - if (!this.isDirected) { + if (this.isDirected !== true) { this.adjList.get(b).push(a); } } + getVertices() { return this.vertices; } + getAdjList() { return this.adjList; } + toString() { let s = ''; for (let i = 0; i < this.vertices.length; i++) { diff --git a/src/js/data-structures/hash-table-linear-probing-lazy.js b/src/js/data-structures/hash-table-linear-probing-lazy.js index 57038d0f..d7314f0e 100644 --- a/src/js/data-structures/hash-table-linear-probing-lazy.js +++ b/src/js/data-structures/hash-table-linear-probing-lazy.js @@ -6,6 +6,7 @@ export default class HashTableLinearProbingLazy { this.toStrFn = toStrFn; this.table = {}; } + loseloseHashCode(key) { if (typeof key === 'number') { return key; @@ -17,15 +18,17 @@ export default class HashTableLinearProbingLazy { } return hash % 37; } + hashCode(key) { return this.loseloseHashCode(key); } + put(key, value) { if (key != null && value != null) { const position = this.hashCode(key); if ( - this.table[position] == null || - (this.table[position] != null && this.table[position].isDeleted) + this.table[position] == null + || (this.table[position] != null && this.table[position].isDeleted) ) { this.table[position] = new ValuePairLazy(key, value); } else { @@ -39,6 +42,7 @@ export default class HashTableLinearProbingLazy { } return false; } + get(key) { const position = this.hashCode(key); if (this.table[position] != null) { @@ -47,8 +51,8 @@ export default class HashTableLinearProbingLazy { } let index = position + 1; while ( - this.table[index] != null && - (this.table[index].key !== key || this.table[index].isDeleted) + this.table[index] != null + && (this.table[index].key !== key || this.table[index].isDeleted) ) { if (this.table[index].key === key && this.table[index].isDeleted) { return undefined; @@ -56,15 +60,16 @@ export default class HashTableLinearProbingLazy { index++; } if ( - this.table[index] != null && - this.table[index].key === key && - !this.table[index].isDeleted + this.table[index] != null + && this.table[index].key === key + && !this.table[index].isDeleted ) { return this.table[position].value; } } return undefined; } + remove(key) { const position = this.hashCode(key); if (this.table[position] != null) { @@ -74,15 +79,15 @@ export default class HashTableLinearProbingLazy { } let index = position + 1; while ( - this.table[index] != null && - (this.table[index].key !== key || this.table[index].isDeleted) + this.table[index] != null + && (this.table[index].key !== key || this.table[index].isDeleted) ) { index++; } if ( - this.table[index] != null && - this.table[index].key === key && - !this.table[index].isDeleted + this.table[index] != null + && this.table[index].key === key + && !this.table[index].isDeleted ) { this.table[index].isDeleted = true; return true; @@ -90,9 +95,11 @@ export default class HashTableLinearProbingLazy { } return false; } + isEmpty() { return this.size() === 0; } + size() { let count = 0; Object.values(this.table).forEach(valuePair => { @@ -100,12 +107,15 @@ export default class HashTableLinearProbingLazy { }); return count; } + clear() { this.table = {}; } + getTable() { return this.table; } + toString() { if (this.isEmpty()) { return ''; diff --git a/src/js/data-structures/hash-table-linear-probing.js b/src/js/data-structures/hash-table-linear-probing.js index 940d764a..2b7af8b2 100644 --- a/src/js/data-structures/hash-table-linear-probing.js +++ b/src/js/data-structures/hash-table-linear-probing.js @@ -6,6 +6,7 @@ export default class HashTableLinearProbing { this.toStrFn = toStrFn; this.table = {}; } + loseloseHashCode(key) { if (typeof key === 'number') { return key; @@ -17,9 +18,11 @@ export default class HashTableLinearProbing { } return hash % 37; } + hashCode(key) { return this.loseloseHashCode(key); } + put(key, value) { if (key != null && value != null) { const position = this.hashCode(key); @@ -36,6 +39,7 @@ export default class HashTableLinearProbing { } return false; } + get(key) { const position = this.hashCode(key); if (this.table[position] != null) { @@ -52,6 +56,7 @@ export default class HashTableLinearProbing { } return undefined; } + remove(key) { const position = this.hashCode(key); if (this.table[position] != null) { @@ -72,6 +77,7 @@ export default class HashTableLinearProbing { } return false; } + verifyRemoveSideEffect(key, removedPosition) { const hash = this.hashCode(key); let index = removedPosition + 1; @@ -85,18 +91,23 @@ export default class HashTableLinearProbing { index++; } } + isEmpty() { return this.size() === 0; } + size() { return Object.keys(this.table).length; } + clear() { this.table = {}; } + getTable() { return this.table; } + toString() { if (this.isEmpty()) { return ''; diff --git a/src/js/data-structures/hash-table-separate-chaining.js b/src/js/data-structures/hash-table-separate-chaining.js index c00c277c..c8646ae9 100644 --- a/src/js/data-structures/hash-table-separate-chaining.js +++ b/src/js/data-structures/hash-table-separate-chaining.js @@ -7,6 +7,7 @@ export default class HashTableSeparateChaining { this.toStrFn = toStrFn; this.table = {}; } + loseloseHashCode(key) { if (typeof key === 'number') { return key; @@ -18,9 +19,11 @@ export default class HashTableSeparateChaining { } return hash % 37; } + hashCode(key) { return this.loseloseHashCode(key); } + put(key, value) { if (key != null && value != null) { const position = this.hashCode(key); @@ -32,6 +35,7 @@ export default class HashTableSeparateChaining { } return false; } + get(key) { const position = this.hashCode(key); const linkedList = this.table[position]; @@ -46,6 +50,7 @@ export default class HashTableSeparateChaining { } return undefined; } + remove(key) { const position = this.hashCode(key); const linkedList = this.table[position]; @@ -64,9 +69,11 @@ export default class HashTableSeparateChaining { } return false; } + isEmpty() { return this.size() === 0; } + size() { let count = 0; Object.values(this.table).forEach(linkedList => { @@ -74,12 +81,15 @@ export default class HashTableSeparateChaining { }); return count; } + clear() { this.table = {}; } + getTable() { return this.table; } + toString() { if (this.isEmpty()) { return ''; diff --git a/src/js/data-structures/hash-table.js b/src/js/data-structures/hash-table.js index 725ac0b5..79bc51fd 100644 --- a/src/js/data-structures/hash-table.js +++ b/src/js/data-structures/hash-table.js @@ -6,6 +6,7 @@ export default class HashTable { this.toStrFn = toStrFn; this.table = {}; } + loseloseHashCode(key) { if (typeof key === 'number') { return key; @@ -17,6 +18,7 @@ export default class HashTable { } return hash % 37; } + /* djb2HashCode(key) { const tableKey = this.toStrFn(key); let hash = 5381; @@ -28,6 +30,7 @@ export default class HashTable { hashCode(key) { return this.loseloseHashCode(key); } + put(key, value) { if (key != null && value != null) { const position = this.hashCode(key); @@ -36,10 +39,12 @@ export default class HashTable { } return false; } + get(key) { const valuePair = this.table[this.hashCode(key)]; return valuePair == null ? undefined : valuePair.value; } + remove(key) { const hash = this.hashCode(key); const valuePair = this.table[hash]; @@ -49,18 +54,23 @@ export default class HashTable { } return false; } + getTable() { return this.table; } + isEmpty() { return this.size() === 0; } + size() { return Object.keys(this.table).length; } + clear() { this.table = {}; } + toString() { if (this.isEmpty()) { return ''; diff --git a/src/js/data-structures/heap.js b/src/js/data-structures/heap.js index edce1608..889e5957 100644 --- a/src/js/data-structures/heap.js +++ b/src/js/data-structures/heap.js @@ -1,34 +1,44 @@ -import { Compare, defaultCompare, reverseCompare, swap } from '../util'; +import { + Compare, defaultCompare, reverseCompare, swap +} from '../util'; export class MinHeap { constructor(compareFn = defaultCompare) { this.compareFn = compareFn; this.heap = []; } + getLeftIndex(index) { return (2 * index) + 1; } + getRightIndex(index) { return (2 * index) + 2; } + getParentIndex(index) { if (index === 0) { return undefined; } return Math.floor((index - 1) / 2); } + size() { return this.heap.length; } + isEmpty() { return this.size() <= 0; } + clear() { this.heap = []; } - find() { + + findMinimum() { return this.isEmpty() ? undefined : this.heap[0]; } + insert(value) { if (value != null) { const index = this.heap.length; @@ -38,17 +48,21 @@ export class MinHeap { } return false; } + siftDown(index) { let element = index; const left = this.getLeftIndex(index); const right = this.getRightIndex(index); const size = this.size(); - if (left < size && this.compareFn(this.heap[element], this.heap[left]) > Compare.BIGGER_THAN) { + if ( + left < size + && this.compareFn(this.heap[element], this.heap[left]) === Compare.BIGGER_THAN + ) { element = left; } if ( - right < size && - this.compareFn(this.heap[element], this.heap[right]) > Compare.BIGGER_THAN + right < size + && this.compareFn(this.heap[element], this.heap[right]) === Compare.BIGGER_THAN ) { element = right; } @@ -57,14 +71,19 @@ export class MinHeap { this.siftDown(element); } } + siftUp(index) { let parent = this.getParentIndex(index); - while (index > 0 && this.compareFn(this.heap[parent], this.heap[index]) > Compare.BIGGER_THAN) { + while ( + index > 0 + && this.compareFn(this.heap[parent], this.heap[index]) === Compare.BIGGER_THAN + ) { swap(this.heap, parent, index); index = parent; parent = this.getParentIndex(index); } } + extract() { if (this.isEmpty()) { return undefined; @@ -72,18 +91,25 @@ export class MinHeap { if (this.size() === 1) { return this.heap.shift(); } - const removedValue = this.heap.shift(); + const removedValue = this.heap[0]; + this.heap[0] = this.heap.pop(); this.siftDown(0); return removedValue; } + heapify(array) { if (array) { this.heap = array; - this.heap.unshift(null); // remove all null elements } - for (let i = this.size() - 1; i > 0; i--) { + const maxIndex = Math.floor(this.size() / 2) - 1; + for (let i = 0; i <= maxIndex; i++) { this.siftDown(i); } + return this.heap; + } + + getAsArray() { + return this.heap; } } export class MaxHeap extends MinHeap { diff --git a/src/js/data-structures/linked-list.js b/src/js/data-structures/linked-list.js index e9b2e16b..fdd32d8b 100644 --- a/src/js/data-structures/linked-list.js +++ b/src/js/data-structures/linked-list.js @@ -7,6 +7,7 @@ export default class LinkedList { this.count = 0; this.head = undefined; } + push(element) { const node = new Node(element); let current; @@ -22,6 +23,7 @@ export default class LinkedList { } this.count++; } + getElementAt(index) { if (index >= 0 && index <= this.count) { let node = this.head; @@ -32,6 +34,7 @@ export default class LinkedList { } return undefined; } + insert(element, index) { if (index >= 0 && index <= this.count) { const node = new Node(element); @@ -49,6 +52,7 @@ export default class LinkedList { } return false; } + removeAt(index) { if (index >= 0 && index < this.count) { let current = this.head; @@ -64,10 +68,12 @@ export default class LinkedList { } return undefined; } + remove(element) { const index = this.indexOf(element); return this.removeAt(index); } + indexOf(element) { let current = this.head; for (let i = 0; i < this.size() && current != null; i++) { @@ -78,19 +84,24 @@ export default class LinkedList { } return -1; } + isEmpty() { return this.size() === 0; } + size() { return this.count; } + getHead() { return this.head; } + clear() { this.head = undefined; this.count = 0; } + toString() { if (this.head == null) { return ''; diff --git a/src/js/data-structures/models/node.js b/src/js/data-structures/models/node.js index 6d3b54a7..33b4f371 100644 --- a/src/js/data-structures/models/node.js +++ b/src/js/data-structures/models/node.js @@ -1,9 +1,10 @@ export class Node { constructor(key) { this.key = key; - this.left = null; - this.right = null; + this.left = undefined; + this.right = undefined; } + toString() { return `${this.key}`; } diff --git a/src/js/data-structures/models/value-pair.js b/src/js/data-structures/models/value-pair.js index b35a936a..7aa20025 100644 --- a/src/js/data-structures/models/value-pair.js +++ b/src/js/data-structures/models/value-pair.js @@ -3,6 +3,7 @@ export class ValuePair { this.key = key; this.value = value; } + toString() { return `[#${this.key}: ${this.value}]`; } diff --git a/src/js/data-structures/set.js b/src/js/data-structures/set.js index 0203bb8b..0dc29a0c 100644 --- a/src/js/data-structures/set.js +++ b/src/js/data-structures/set.js @@ -2,6 +2,7 @@ export default class Set { constructor() { this.items = {}; } + add(element) { if (!this.has(element)) { this.items[element] = element; @@ -9,6 +10,7 @@ export default class Set { } return false; } + delete(element) { if (this.has(element)) { delete this.items[element]; @@ -16,18 +18,22 @@ export default class Set { } return false; } + has(element) { return Object.prototype.hasOwnProperty.call(this.items, element); } + values() { return Object.values(this.items); } + union(otherSet) { const unionSet = new Set(); this.values().forEach(value => unionSet.add(value)); otherSet.values().forEach(value => unionSet.add(value)); return unionSet; } + intersection(otherSet) { const intersectionSet = new Set(); const values = this.values(); @@ -45,6 +51,7 @@ export default class Set { }); return intersectionSet; } + difference(otherSet) { const differenceSet = new Set(); this.values().forEach(value => { @@ -54,6 +61,7 @@ export default class Set { }); return differenceSet; } + isSubsetOf(otherSet) { if (this.size() > otherSet.size()) { return false; @@ -68,15 +76,19 @@ export default class Set { }); return isSubset; } + isEmpty() { return this.size() === 0; } + size() { return Object.keys(this.items).length; } + clear() { this.items = {}; } + toString() { if (this.isEmpty()) { return ''; diff --git a/src/js/data-structures/sorted-linked-list.js b/src/js/data-structures/sorted-linked-list.js index 7b3bd468..6712f6a8 100644 --- a/src/js/data-structures/sorted-linked-list.js +++ b/src/js/data-structures/sorted-linked-list.js @@ -7,6 +7,7 @@ export default class SortedLinkedList extends LinkedList { this.equalsFn = equalsFn; this.compareFn = compareFn; } + push(element) { if (this.isEmpty()) { super.push(element); @@ -15,6 +16,7 @@ export default class SortedLinkedList extends LinkedList { super.insert(element, index); } } + insert(element, index = 0) { if (this.isEmpty()) { return super.insert(element, index === 0 ? index : 0); @@ -22,6 +24,7 @@ export default class SortedLinkedList extends LinkedList { const pos = this.getIndexNextSortedElement(element); return super.insert(element, pos); } + getIndexNextSortedElement(element) { let current = this.head; let i = 0; diff --git a/src/js/data-structures/stack-array.js b/src/js/data-structures/stack-array.js index ec8642ad..1491eb2c 100644 --- a/src/js/data-structures/stack-array.js +++ b/src/js/data-structures/stack-array.js @@ -4,6 +4,7 @@ export default class StackArray { constructor() { this.items = []; } + push(element) { this.items.push(element); } diff --git a/src/js/data-structures/stack-linked-list.js b/src/js/data-structures/stack-linked-list.js index cab8c5d5..902a5d78 100644 --- a/src/js/data-structures/stack-linked-list.js +++ b/src/js/data-structures/stack-linked-list.js @@ -4,9 +4,11 @@ export default class StackLinkedList { constructor() { this.items = new DoublyLinkedList(); } + push(element) { this.items.push(element); } + pop() { if (this.isEmpty()) { return undefined; @@ -14,21 +16,26 @@ export default class StackLinkedList { const result = this.items.removeAt(this.size() - 1); return result; } + peek() { if (this.isEmpty()) { return undefined; } return this.items.getElementAt(this.size() - 1).element; } + isEmpty() { return this.items.isEmpty(); } + size() { return this.items.size(); } + clear() { this.items.clear(); } + toString() { return this.items.toString(); } diff --git a/src/js/data-structures/stack.js b/src/js/data-structures/stack.js index 081bab33..af9b297b 100644 --- a/src/js/data-structures/stack.js +++ b/src/js/data-structures/stack.js @@ -5,10 +5,12 @@ export default class Stack { this.count = 0; this.items = {}; } + push(element) { this.items[this.count] = element; this.count++; } + pop() { if (this.isEmpty()) { return undefined; @@ -18,18 +20,22 @@ export default class Stack { delete this.items[this.count]; return result; } + peek() { if (this.isEmpty()) { return undefined; } return this.items[this.count - 1]; } + isEmpty() { return this.count === 0; } + size() { return this.count; } + clear() { /* while (!this.isEmpty()) { this.pop(); @@ -37,6 +43,7 @@ export default class Stack { this.items = {}; this.count = 0; } + toString() { if (this.isEmpty()) { return ''; diff --git a/src/js/index.js b/src/js/index.js index 5e16442e..fa359f81 100644 --- a/src/js/index.js +++ b/src/js/index.js @@ -6,17 +6,17 @@ export const util = _util; // chapter 03 export { default as StackArray } from './data-structures/stack-array'; export { default as Stack } from './data-structures/stack'; -export { default as hanoi } from './others/hanoi'; -export { default as hanoiStack } from './others/hanoi'; -export { default as baseConverter } from './others/base-converter'; -export { default as decimalToBinary } from './others/base-converter'; -export { default as parenthesesChecker } from './others/balanced-symbols'; +export { hanoi } from './others/hanoi'; +export { hanoiStack } from './others/hanoi'; +export { baseConverter } from './others/base-converter'; +export { decimalToBinary } from './others/base-converter'; +export { parenthesesChecker } from './others/balanced-symbols'; // chapter 04 export { default as Queue } from './data-structures/queue'; export { default as Deque } from './data-structures/deque'; -export { default as hotPotato } from './others/hot-potato'; -export { default as palindromeChecker } from './others/palindrome-checker'; +export { hotPotato } from './others/hot-potato'; +export { palindromeChecker } from './others/palindrome-checker'; // chapter 05 export { default as LinkedList } from './data-structures/linked-list'; @@ -36,11 +36,11 @@ export { default as HashTableLinearProbing } from './data-structures/hash-table- export { default as HashTableLinearProbingLazy } from './data-structures/hash-table-linear-probing-lazy'; // chapter 08 -export { default as factorialIterative } from './others/factorial'; -export { default as factorial } from './others/factorial'; -export { default as fibonacci } from './others/fibonacci'; -export { default as fibonacciIterative } from './others/fibonacci'; -export { default as fibonacciMemoization } from './others/fibonacci'; +export { factorialIterative } from './others/factorial'; +export { factorial } from './others/factorial'; +export { fibonacci } from './others/fibonacci'; +export { fibonacciIterative } from './others/fibonacci'; +export { fibonacciMemoization } from './others/fibonacci'; // chapter 09 export { default as BinarySearchTree } from './data-structures/binary-search-tree'; @@ -81,3 +81,18 @@ export { interpolationSearch } from './algorithms/search/interpolation-search'; export { sequentialSearch } from './algorithms/search/sequential-search'; export { findMaxValue } from './algorithms/search/min-max-search'; export { findMinValue } from './algorithms/search/min-max-search'; + +// chapter 14 +export { binarySearch as binarySearchRecursive } from './algorithms/search/binary-search-recursive'; +export { minCoinChange } from './algorithms/dynamic-programing/min-coin-change'; +export { minCoinChange as minCoinChangeGreedy } from './algorithms/greedy/min-coin-change'; +export { knapSack } from './algorithms/dynamic-programing/knapsack'; +export { knapSack as knapSackRecursive } from './algorithms/dynamic-programing/knapsack-recursive'; +export { knapSack as knapSackGreedy } from './algorithms/greedy/knapsack'; +export { lcs } from './algorithms/dynamic-programing/longest-common-subsequence'; +export { lcs as lcsPrint } from './algorithms/dynamic-programing/longest-common-subsequence-print'; +export { lcs as lcsRecursive } from './algorithms/greedy/longest-common-subsequence'; +export { matrixChainOrder } from './algorithms/dynamic-programing/matrix-chain-multiplication'; +export { matrixChainOrder as matrixChainOrderGreedy } from './algorithms/greedy/matrix-chain-multiplication'; +export { ratInAMaze } from './algorithms/backtracking/rat-in-maze'; +export { sudokuSolver } from './algorithms/backtracking/sudoku-solver'; diff --git a/src/js/others/balanced-symbols.js b/src/js/others/balanced-symbols.js index ef1435ad..70bcd27d 100644 --- a/src/js/others/balanced-symbols.js +++ b/src/js/others/balanced-symbols.js @@ -11,7 +11,7 @@ export function parenthesesChecker(symbols) { let top; while (index < symbols.length && balanced) { - symbol = symbols.charAt(index); + symbol = symbols[index]; if (opens.indexOf(symbol) >= 0) { stack.push(symbol); } else if (stack.isEmpty()) { @@ -24,8 +24,5 @@ export function parenthesesChecker(symbols) { } index++; } - if (balanced && stack.isEmpty()) { - return true; - } - return false; + return balanced && stack.isEmpty(); } diff --git a/src/js/others/fibonacci.js b/src/js/others/fibonacci.js index 04de5e68..e0ded2f9 100644 --- a/src/js/others/fibonacci.js +++ b/src/js/others/fibonacci.js @@ -26,7 +26,6 @@ export function fibonacciMemoization(n) { const memo = [0, 1]; const fibonacciMem = num => { if (memo[num] != null) { return memo[num]; } - memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2); return (memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2)); }; return fibonacciMem(n); diff --git a/src/js/others/palindrome-checker.js b/src/js/others/palindrome-checker.js index 17a0c581..1551e26a 100644 --- a/src/js/others/palindrome-checker.js +++ b/src/js/others/palindrome-checker.js @@ -2,15 +2,14 @@ import Deque from '../data-structures/deque'; export function palindromeChecker(aString) { if ( - aString === undefined || - aString === null || - (aString !== null && aString.length === 0) + aString === undefined + || aString === null + || (aString !== null && aString.length === 0) ) { return false; } const deque = new Deque(); const lowerString = aString.toLocaleLowerCase().split(' ').join(''); - let isEqual = true; let firstChar; let lastChar; @@ -18,13 +17,13 @@ export function palindromeChecker(aString) { deque.addBack(lowerString.charAt(i)); } - while (deque.size() > 1 && isEqual) { + while (deque.size() > 1) { firstChar = deque.removeFront(); lastChar = deque.removeBack(); if (firstChar !== lastChar) { - isEqual = false; + return false; } } - return isEqual; + return true; } diff --git a/src/js/util.js b/src/js/util.js index 70e85181..9e780fba 100644 --- a/src/js/util.js +++ b/src/js/util.js @@ -18,7 +18,7 @@ export function biggerEquals(a, b, compareFn) { export function defaultCompare(a, b) { if (a === b) { - return 0; + return Compare.EQUALS; } return a < b ? Compare.LESS_THAN : Compare.BIGGER_THAN; } @@ -30,9 +30,9 @@ export function defaultEquals(a, b) { export function defaultToString(item) { if (item === null) { return 'NULL'; - } else if (item === undefined) { + } if (item === undefined) { return 'UNDEFINED'; - } else if (typeof item === 'string' || item instanceof String) { + } if (typeof item === 'string' || item instanceof String) { return `${item}`; } return item.toString(); diff --git a/src/ts/algorithms/backtracking/rat-in-maze.ts b/src/ts/algorithms/backtracking/rat-in-maze.ts index 915c8b63..047d4982 100644 --- a/src/ts/algorithms/backtracking/rat-in-maze.ts +++ b/src/ts/algorithms/backtracking/rat-in-maze.ts @@ -8,7 +8,7 @@ export function ratInAMaze(maze: Array>) { } } - if (findPath(maze, 0, 0, solution) === false) { + if (findPath(maze, 0, 0, solution) === true) { return solution; } else { return 'NO PATH FOUND'; diff --git a/src/ts/algorithms/dynamic-programing/longest-common-subsequence-print.ts b/src/ts/algorithms/dynamic-programing/longest-common-subsequence-print.ts index 3fbbab8e..7c26b986 100644 --- a/src/ts/algorithms/dynamic-programing/longest-common-subsequence-print.ts +++ b/src/ts/algorithms/dynamic-programing/longest-common-subsequence-print.ts @@ -31,9 +31,9 @@ export function lcs(wordX: string, wordY: string) { // console.log(solution[i].join()); } - printSolution(solution, wordX, m, n); + return printSolution(solution, wordX, m, n); - return l[m][n]; + // return l[m][n]; } function printSolution(solution: Array>, wordX: string, m: number, n: number) { @@ -55,5 +55,6 @@ function printSolution(solution: Array>, wordX: string, m: number, x = solution[a][b]; } + return answer; // console.log('lcs: ' + answer); } diff --git a/src/ts/algorithms/graph/breadth-first-search.ts b/src/ts/algorithms/graph/breadth-first-search.ts index 147bebe7..95438007 100644 --- a/src/ts/algorithms/graph/breadth-first-search.ts +++ b/src/ts/algorithms/graph/breadth-first-search.ts @@ -15,16 +15,17 @@ const initializeColor = (vertices: (string | number)[]) => { return color; }; -export const breadthFirstSearch = (graph: Graph, callback: Function) => { +export const breadthFirstSearch = (graph: Graph, startVertex: any, callback: Function) => { const vertices = graph.getVertices(); const adjList = graph.getAdjList(); const color = initializeColor(vertices); const queue = new Queue(); - queue.enqueue(vertices); + + queue.enqueue(startVertex); while (!queue.isEmpty()) { - const u = queue.dequeue(), - neighbors = adjList.get(u); + const u = queue.dequeue(); + const neighbors = adjList.get(u); color[u] = Colors.GREY; for (let i = 0; i < neighbors.length; i++) { const w = neighbors[i]; @@ -40,7 +41,7 @@ export const breadthFirstSearch = (graph: Graph, callback: Function) => { } }; -export const bfs = (graph: Graph, startVertex: number) => { +export const bfs = (graph: Graph, startVertex: any) => { const vertices = graph.getVertices(); const adjList = graph.getAdjList(); const color = initializeColor(vertices); diff --git a/src/ts/algorithms/graph/depth-first-search.ts b/src/ts/algorithms/graph/depth-first-search.ts index e47ef54c..de47c93f 100644 --- a/src/ts/algorithms/graph/depth-first-search.ts +++ b/src/ts/algorithms/graph/depth-first-search.ts @@ -54,12 +54,12 @@ const DFSVisit = ( d: any, f: any, p: any, - time: number, + time: any, adjList: any ) => { // console.log('discovered ' + u); color[u] = Colors.GREY; - d[u] = ++time; + d[u] = ++time.count; const neighbors = adjList.get(u); for (let i = 0; i < neighbors.length; i++) { const w = neighbors[i]; @@ -69,35 +69,34 @@ const DFSVisit = ( } } color[u] = Colors.BLACK; - f[u] = ++time; + f[u] = ++time.count; // console.log('explored ' + u); }; export const DFS = (graph: Graph) => { - const vertices = graph.getVertices(); const adjList = graph.getAdjList(); const color = initializeColor(vertices); const d: any = {}; const f: any = {}; const p: any = {}; - const time = 0; + const time = { count: 0 }; for (let i = 0; i < vertices.length; i++) { - f[vertices[i]] = 0; - d[vertices[i]] = 0; - p[vertices[i]] = null; + f[vertices[i]] = 0; + d[vertices[i]] = 0; + p[vertices[i]] = null; } for (let i = 0; i < vertices.length; i++) { - if (color[vertices[i]] === Colors.WHITE) { - DFSVisit(vertices[i], color, d, f, p, time, adjList); - } + if (color[vertices[i]] === Colors.WHITE) { + DFSVisit(vertices[i], color, d, f, p, time, adjList); + } } return { - discovery: d, - finished: f, - predecessors: p + discovery: d, + finished: f, + predecessors: p }; }; diff --git a/src/ts/algorithms/greedy/knapsack.ts b/src/ts/algorithms/greedy/knapsack.ts index 68b235ec..101ebae5 100644 --- a/src/ts/algorithms/greedy/knapsack.ts +++ b/src/ts/algorithms/greedy/knapsack.ts @@ -1,4 +1,4 @@ -function knapSack(capacity: number, weights: number[], values: number[]) { +export function knapSack(capacity: number, weights: number[], values: number[]) { const n = values.length; let load = 0; let val = 0; diff --git a/src/ts/algorithms/greedy/longest-common-subsequence.ts b/src/ts/algorithms/greedy/longest-common-subsequence.ts index 45ce0ac9..a7239f66 100644 --- a/src/ts/algorithms/greedy/longest-common-subsequence.ts +++ b/src/ts/algorithms/greedy/longest-common-subsequence.ts @@ -1,4 +1,4 @@ -function lcs(wordX: string, wordY: string, m = wordX.length, n = wordY.length): number { +export function lcs(wordX: string, wordY: string, m = wordX.length, n = wordY.length): number { if (m === 0 || n === 0) { return 0; } diff --git a/src/ts/algorithms/greedy/min-coin-change.ts b/src/ts/algorithms/greedy/min-coin-change.ts index 7e8f7f72..14f3fbf6 100644 --- a/src/ts/algorithms/greedy/min-coin-change.ts +++ b/src/ts/algorithms/greedy/min-coin-change.ts @@ -1,4 +1,4 @@ -function minCoinChange(coins: number[], amount: number) { +export function minCoinChange(coins: number[], amount: number) { const change: number[] = []; let total = 0; for (let i = coins.length; i >= 0; i--) { diff --git a/src/ts/algorithms/math/find-divisors.ts b/src/ts/algorithms/math/find-divisors.ts index 1397d555..ea454418 100644 --- a/src/ts/algorithms/math/find-divisors.ts +++ b/src/ts/algorithms/math/find-divisors.ts @@ -12,6 +12,10 @@ export const findDivisors = (num: number) => { } } + if (num >= 2 && !divisors.includes(num)) { + divisors.push(num); + } + divisors.sort((a, b) => a - b); return divisors; diff --git a/src/ts/algorithms/math/primality-test.ts b/src/ts/algorithms/math/primality-test.ts index 6ab95167..f04e899d 100644 --- a/src/ts/algorithms/math/primality-test.ts +++ b/src/ts/algorithms/math/primality-test.ts @@ -4,7 +4,7 @@ export const isPrime = (n: number) => { } const sqrt = Math.floor(Math.sqrt(n)); - for (let i = 2; i < sqrt; i++) { + for (let i = 2; i <= sqrt; i++) { if (n % i === 0) { return false; } @@ -33,4 +33,5 @@ export const testPrime = (n: number) => { return true; }; -export const isPrime2 = (n: number) => ![...Array(n).keys()].slice(2).map(i => !(n % i)).includes(true) && ![0, 1].includes(n); +// tslint:disable-next-line:max-line-length +export const isPrime2 = (n: number) => (n >= 2) ? (![...Array(n).keys()].slice(2).map(i => !(n % i)).includes(true) && ![0, 1].includes(n)) : false; diff --git a/src/ts/algorithms/math/sieve-eratosthenes.ts b/src/ts/algorithms/math/sieve-eratosthenes.ts index 1c2cb06d..353389a1 100644 --- a/src/ts/algorithms/math/sieve-eratosthenes.ts +++ b/src/ts/algorithms/math/sieve-eratosthenes.ts @@ -1,18 +1,27 @@ export const sieveOfEratosthenes = (n: number) => { - const prime: boolean[] = []; + const sieve: boolean[] = []; + const primes: number[] = []; - for (let i = 0; i < n; i++) { - prime[i] = true; + sieve[1] = false; + + for (let i = 2; i <= n; i++) { + sieve[i] = true; } for (let p = 2; p * p <= n; p++) { - if (prime[p]) { + if (sieve[p]) { for (let i = p * 2; i <= n; i += p) { - prime[i] = false; + sieve[i] = false; } } } - return prime.filter(num => num === true); + sieve.forEach((value, index) => { + if (value) { + primes.push(index); + } + }, primes); + + return primes; }; diff --git a/src/ts/algorithms/sorting/quicksort.ts b/src/ts/algorithms/sorting/quicksort.ts index 97c9f9ce..f9336b19 100644 --- a/src/ts/algorithms/sorting/quicksort.ts +++ b/src/ts/algorithms/sorting/quicksort.ts @@ -1,11 +1,6 @@ import { Compare, defaultCompare, ICompareFunction, swap } from '../../util'; -const partition = function( - array: any[], - left: number, - right: number, - compareFn: ICompareFunction -) { +const partition = function(array: any[], left: number, right: number, compareFn: ICompareFunction) { const pivot = array[Math.floor((right + left) / 2)]; let i = left; let j = right; diff --git a/src/ts/data-structures/graph.ts b/src/ts/data-structures/graph.ts index 2123d407..b07a4eb4 100644 --- a/src/ts/data-structures/graph.ts +++ b/src/ts/data-structures/graph.ts @@ -20,13 +20,10 @@ export default class Graph { if (!this.adjList.get(b)) { this.addVertex(b); } - this.adjList.get(a).push(b); - - if (!this.isDirected) { + if (this.isDirected !== true) { this.adjList.get(b).push(a); } - // adjList.get(w).push(v); //commented to run the improved DFS with topological sorting } getVertices() { diff --git a/src/ts/data-structures/heap.ts b/src/ts/data-structures/heap.ts index 6dc06585..5f27b089 100644 --- a/src/ts/data-structures/heap.ts +++ b/src/ts/data-structures/heap.ts @@ -6,11 +6,11 @@ export class MinHeap { constructor(protected compareFn: ICompareFunction = defaultCompare) {} private getLeftIndex(index: number) { - return (2 * index) + 1; + return 2 * index + 1; } private getRightIndex(index: number) { - return (2 * index) + 2; + return 2 * index + 2; } private getParentIndex(index: number) { @@ -71,7 +71,10 @@ export class MinHeap { private siftUp(index: number): void { let parent = this.getParentIndex(index); - while (index > 0 && this.compareFn(this.heap[parent], this.heap[index]) === Compare.BIGGER_THAN) { + while ( + index > 0 && + this.compareFn(this.heap[parent], this.heap[index]) === Compare.BIGGER_THAN + ) { swap(this.heap, parent, index); index = parent; parent = this.getParentIndex(index); @@ -85,7 +88,8 @@ export class MinHeap { if (this.size() === 1) { return this.heap.shift(); } - const removedValue = this.heap.shift(); + const removedValue = this.heap[0]; + this.heap[0] = this.heap.pop(); this.siftDown(0); return removedValue; } @@ -103,6 +107,10 @@ export class MinHeap { return this.heap; } + + getAsArray() { + return this.heap; + } } export class MaxHeap extends MinHeap { diff --git a/src/ts/data-structures/models/red-black-node.ts b/src/ts/data-structures/models/red-black-node.ts index 256bd7f5..76493d9e 100644 --- a/src/ts/data-structures/models/red-black-node.ts +++ b/src/ts/data-structures/models/red-black-node.ts @@ -1,28 +1,22 @@ +import { Node } from './node'; + export enum Colors { RED = 0, BLACK = 1 } -export class RedBlackNode { +export class RedBlackNode extends Node { left: RedBlackNode; right: RedBlackNode; + parent: RedBlackNode; color: Colors; - constructor(public key: K) {} + constructor(public key: K) { + super(key); + this.color = Colors.RED; + } isRed() { return this.color === Colors.RED; } - - flipColor() { - if (this.color === Colors.RED) { - this.color = Colors.BLACK; - } else { - this.color = Colors.RED; - } - } - - toString() { - return `${this.key}`; - } } diff --git a/src/ts/data-structures/red-black-tree.ts b/src/ts/data-structures/red-black-tree.ts index 001a2fb4..0d206e2f 100644 --- a/src/ts/data-structures/red-black-tree.ts +++ b/src/ts/data-structures/red-black-tree.ts @@ -1,11 +1,180 @@ -/*import { Compare, defaultCompare, ICompareFunction } from '../util'; +import { defaultCompare, ICompareFunction, Compare } from '../util'; import BinarySearchTree from './binary-search-tree'; -import { Node } from './models/node'; +import { RedBlackNode, Colors } from './models/red-black-node'; export default class RedBlackTree extends BinarySearchTree { + protected root: RedBlackNode; constructor(protected compareFn: ICompareFunction = defaultCompare) { super(compareFn); } + + /** + * Left left case: rotate right + * + * b a + * / \ / \ + * a e -> rotationLL(b) -> c b + * / \ / \ + * c d d e + * + * @param node Node + */ + private rotationLL(node: RedBlackNode) { + const tmp = node.left; + node.left = tmp.right; + if (tmp.right && tmp.right.key) { + tmp.right.parent = node; + } + tmp.parent = node.parent; + if (!node.parent) { + this.root = tmp; + } else { + if (node === node.parent.left) { + node.parent.left = tmp; + } else { + node.parent.right = tmp; + } + } + tmp.right = node; + node.parent = tmp; + } + + /** + * Right right case: rotate left + * + * a b + * / \ / \ + * c b -> rotationRR(a) -> a e + * / \ / \ + * d e c d + * + * @param node Node + */ + private rotationRR(node: RedBlackNode) { + const tmp = node.right; + node.right = tmp.left; + if (tmp.left && tmp.left.key) { + tmp.left.parent = node; + } + tmp.parent = node.parent; + if (!node.parent) { + this.root = tmp; + } else { + if (node === node.parent.left) { + node.parent.left = tmp; + } else { + node.parent.right = tmp; + } + } + tmp.left = node; + node.parent = tmp; + } + + insert(key: T) { + // special case: first key + if (this.root == null) { + this.root = new RedBlackNode(key); + this.root.color = Colors.BLACK; + } else { + const newNode = this.insertNode(this.root, key); + this.fixTreeProperties(newNode); + } + } + + protected insertNode(node: RedBlackNode, key: T): RedBlackNode { + if (this.compareFn(key, node.key) === Compare.LESS_THAN) { + if (node.left == null) { + node.left = new RedBlackNode(key); + node.left.parent = node; + return node.left; + } else { + return this.insertNode(node.left, key); + } + } else if (node.right == null) { + node.right = new RedBlackNode(key); + node.right.parent = node; + return node.right; + } else { + return this.insertNode(node.right, key); + } + } + + private fixTreeProperties(node: RedBlackNode) { + while (node && node.parent && node.parent.color === Colors.RED && node.color !== Colors.BLACK) { + let parent = node.parent; + const grandParent = parent.parent; + + // case A + if (grandParent && grandParent.left === parent) { + + const uncle = grandParent.right; + + // case 1: uncle of node is also red - only recoloring + if (uncle && uncle.isRed()) { + grandParent.color = Colors.RED; + parent.color = Colors.BLACK; + uncle.color = Colors.BLACK; + node = grandParent; + } else { + // case 2: node is right child - left rotate + if (node === parent.right) { + this.rotationRR(parent); + node = parent; + parent = node.parent; + } + + // case 3: node is left child - right rotate + this.rotationLL(grandParent); + // swap color + parent.color = Colors.BLACK; + grandParent.color = Colors.RED; + node = parent; + } + + } else { // case B: parent is right child of grand parent + + const uncle = grandParent.left; + + // case 1: uncle is read - only recoloring + if (uncle && uncle.isRed()) { + grandParent.color = Colors.RED; + parent.color = Colors.BLACK; + uncle.color = Colors.BLACK; + node = grandParent; + } else { + // case 2: node is left child - left rotate + if (node === parent.left) { + this.rotationLL(parent); + node = parent; + parent = node.parent; + } + + // case 3: node is right child - left rotate + this.rotationRR(grandParent); + // swap color + parent.color = Colors.BLACK; + grandParent.color = Colors.RED; + node = parent; + } + } + } + this.root.color = Colors.BLACK; + } + + getRoot() { + return this.root; + } + + /* private flipColors(node: RedBlackNode) { + node.left.flipColor(); + node.right.flipColor(); + } + + private isRed(node: RedBlackNode) { + if (!node) { + return false; + } + return node.isRed(); + }*/ } -*/ diff --git a/src/ts/index.ts b/src/ts/index.ts index 661de1f2..cc8aec85 100644 --- a/src/ts/index.ts +++ b/src/ts/index.ts @@ -1,6 +1,8 @@ import * as _util from './util'; export const util = _util; +export { default as Stack } from './data-structures/stack'; + export { default as LinkedList } from './data-structures/linked-list'; export { default as DoublyLinkedList } from './data-structures/doubly-linked-list'; export { default as CircularLinkedList } from './data-structures/circular-linked-list'; @@ -23,6 +25,7 @@ export { fibonacciMemoization as fibonacciMemoization} from './others/fibonacci' // chapter 09 export { default as BinarySearchTree } from './data-structures/binary-search-tree'; export { default as AVLTree } from './data-structures/avl-tree'; +export { default as RedBlackTree } from './data-structures/red-black-tree'; // chapter 10 export { MinHeap as MinHeap } from './data-structures/heap'; @@ -62,9 +65,28 @@ export { findMinValue as findMinValue } from './algorithms/search/min-max-search // chapter 14 export { binarySearch as binarySearchRecursive } from './algorithms/search/binary-search-recursive'; -export { minCoinChange as minCoinChange } from './algorithms/dynamic-programing/min-coin-change'; -export { ratInAMaze as ratInAMaze } from './algorithms/backtracking/rat-in-maze'; -export { sudokuSolver as sudokuSolver } from './algorithms/backtracking/sudoku-solver'; +export { minCoinChange } from './algorithms/dynamic-programing/min-coin-change'; +export { minCoinChange as minCoinChangeGreedy } from './algorithms/greedy/min-coin-change'; +export { knapSack } from './algorithms/dynamic-programing/knapsack'; +export { knapSack as knapSackRecursive } from './algorithms/dynamic-programing/knapsack-recursive'; +export { knapSack as knapSackGreedy } from './algorithms/greedy/knapsack'; +export { lcs } from './algorithms/dynamic-programing/longest-common-subsequence'; +export { lcs as lcsPrint } from './algorithms/dynamic-programing/longest-common-subsequence-print'; +export { lcs as lcsRecursive } from './algorithms/greedy/longest-common-subsequence'; +export { matrixChainOrder } from './algorithms/dynamic-programing/matrix-chain-multiplication'; +export { matrixChainOrder as matrixChainOrderGreedy } from './algorithms/greedy/matrix-chain-multiplication'; +export { ratInAMaze } from './algorithms/backtracking/rat-in-maze'; +export { sudokuSolver } from './algorithms/backtracking/sudoku-solver'; + +// others +export { findDivisors } from './algorithms/math/find-divisors'; +export { gcd } from './algorithms/math/gcd'; +export { lcm } from './algorithms/math/lcm'; +export { greatestDifference } from './algorithms/math/greatest-difference'; +export { isPrime } from './algorithms/math/primality-test'; +export { testPrime } from './algorithms/math/primality-test'; +export { isPrime2 } from './algorithms/math/primality-test'; +export { sieveOfEratosthenes } from './algorithms/math/sieve-eratosthenes'; /* import { hotPotato } from './others/hot-potato'; diff --git a/src/ts/others/balanced-symbols.ts b/src/ts/others/balanced-symbols.ts index cf8c2fe4..f20b5830 100644 --- a/src/ts/others/balanced-symbols.ts +++ b/src/ts/others/balanced-symbols.ts @@ -10,34 +10,20 @@ export function parenthesesChecker(symbols: string) { let top: string; while (index < symbols.length && balanced) { - symbol = symbols.charAt(index); + symbol = symbols[index]; if (opens.indexOf(symbol) >= 0) { stack.push(symbol); - // console.log(`open symbol - stacking ${symbol}`); } else { - // console.log(`close symbol ${symbol}`); if (stack.isEmpty()) { balanced = false; - // console.log('Stack is empty, no more symbols to pop and compare'); } else { top = stack.pop(); - // if (!matches(top, symbol)){ if (!(opens.indexOf(top) === closers.indexOf(symbol))) { balanced = false; - /* console.log( - `poping symbol ${top} - is not a match compared to ${symbol}` - ); */ - } /* else { - console.log( - `poping symbol ${top} - is is a match compared to ${symbol}` - ); - } */ + } } } index++; } - if (balanced && stack.isEmpty()) { - return true; - } - return false; + return balanced && stack.isEmpty(); } diff --git a/src/ts/others/factorial.ts b/src/ts/others/factorial.ts index 5ee10414..e6e4cea9 100644 --- a/src/ts/others/factorial.ts +++ b/src/ts/others/factorial.ts @@ -4,7 +4,7 @@ export function factorialIterative(number: number) { } let total = 1; for (let n = number; n > 1; n--) { - total = total * n; + total *= n; } return total; } diff --git a/src/ts/others/palindrome-checker.ts b/src/ts/others/palindrome-checker.ts index 10c5a21a..4742d1cd 100644 --- a/src/ts/others/palindrome-checker.ts +++ b/src/ts/others/palindrome-checker.ts @@ -9,20 +9,19 @@ export function palindromeChecker(aString: string) { const deque = new Deque(); const lowerString = aString.toLocaleLowerCase().split(' ').join(''); - let isEqual = true; let firstChar: string, lastChar: string; for (let i = 0; i < lowerString.length; i++) { deque.addBack(lowerString.charAt(i)); } - while (deque.size() > 1 && isEqual) { + while (deque.size() > 1) { firstChar = deque.removeFront(); lastChar = deque.removeBack(); if (firstChar !== lastChar) { - isEqual = false; + return false; } } - return isEqual; + return true; } diff --git a/src/ts/util.ts b/src/ts/util.ts index 3202d19d..8c9f75f0 100644 --- a/src/ts/util.ts +++ b/src/ts/util.ts @@ -24,7 +24,7 @@ export function biggerEquals(a: T, b: T, compareFn: ICompareFunction) { export function defaultCompare(a: T, b: T): number { if (a === b) { - return 0; + return Compare.EQUALS; } return a < b ? Compare.LESS_THAN : Compare.BIGGER_THAN; } diff --git a/test/js/algorithms/backtracking/rat-in-maze.spec.js b/test/js/algorithms/backtracking/rat-in-maze.spec.js new file mode 100644 index 00000000..b88e1d60 --- /dev/null +++ b/test/js/algorithms/backtracking/rat-in-maze.spec.js @@ -0,0 +1,21 @@ +import 'mocha'; +import { expect } from 'chai'; +import { ratInAMaze } from '../../../../src/js/index'; + +describe('Rat in a maze', () => { + it('rat in a maze solver', () => { + const maze = [ + [1, 0, 0, 0], + [1, 1, 1, 1], + [0, 0, 1, 0], + [0, 1, 1, 1] + ]; + const solution = [ + [1, 0, 0, 0], + [1, 1, 1, 0], + [0, 0, 1, 0], + [0, 0, 1, 1] + ]; + expect(ratInAMaze(maze)).to.deep.equal(solution); + }); +}); diff --git a/test/js/algorithms/backtracking/sudoku-solver.spec.js b/test/js/algorithms/backtracking/sudoku-solver.spec.js new file mode 100644 index 00000000..f4d8c216 --- /dev/null +++ b/test/js/algorithms/backtracking/sudoku-solver.spec.js @@ -0,0 +1,57 @@ +import 'mocha'; +import { expect } from 'chai'; +import { sudokuSolver } from '../../../../src/js/index'; + +describe('Sudoku Solver', () => { + it('sudoku solver', () => { + const grid = [ + [3, 0, 6, 5, 0, 8, 4, 0, 0], + [5, 2, 0, 0, 0, 0, 0, 0, 0], + [0, 8, 7, 0, 0, 0, 0, 3, 1], + [0, 0, 3, 0, 1, 0, 0, 8, 0], + [9, 0, 0, 8, 6, 3, 0, 0, 5], + [0, 5, 0, 0, 9, 0, 6, 0, 0], + [1, 3, 0, 0, 0, 0, 2, 5, 0], + [0, 0, 0, 0, 0, 0, 0, 7, 4], + [0, 0, 5, 2, 0, 6, 3, 0, 0] + ]; + const solution = [ + [3, 1, 6, 5, 7, 8, 4, 9, 2], + [5, 2, 9, 1, 3, 4, 7, 6, 8], + [4, 8, 7, 6, 2, 9, 5, 3, 1], + [2, 6, 3, 4, 1, 5, 9, 8, 7], + [9, 7, 4, 8, 6, 3, 1, 2, 5], + [8, 5, 1, 7, 9, 2, 6, 4, 3], + [1, 3, 8, 9, 4, 7, 2, 5, 6], + [6, 9, 2, 3, 5, 1, 8, 7, 4], + [7, 4, 5, 2, 8, 6, 3, 1, 9] + ]; + expect(sudokuSolver(grid)).to.deep.equal(solution); + }); + + it('sudoku solver 2', () => { + const grid = [ + [5, 3, 0, 0, 7, 0, 0, 0, 0], + [6, 0, 0, 1, 9, 5, 0, 0, 0], + [0, 9, 8, 0, 0, 0, 0, 6, 0], + [8, 0, 0, 0, 6, 0, 0, 0, 3], + [4, 0, 0, 8, 0, 3, 0, 0, 1], + [7, 0, 0, 0, 2, 0, 0, 0, 6], + [0, 6, 0, 0, 0, 0, 2, 8, 0], + [0, 0, 0, 4, 1, 9, 0, 0, 5], + [0, 0, 0, 0, 8, 0, 0, 7, 9] + ]; + const solution = [ + [5, 3, 4, 6, 7, 8, 9, 1, 2], + [6, 7, 2, 1, 9, 5, 3, 4, 8], + [1, 9, 8, 3, 4, 2, 5, 6, 7], + [8, 5, 9, 7, 6, 1, 4, 2, 3], + [4, 2, 6, 8, 5, 3, 7, 9, 1], + [7, 1, 3, 9, 2, 4, 8, 5, 6], + [9, 6, 1, 5, 3, 7, 2, 8, 4], + [2, 8, 7, 4, 1, 9, 6, 3, 5], + [3, 4, 5, 2, 8, 6, 1, 7, 9] + ]; + expect(sudokuSolver(grid)).to.deep.equal(solution); + }); +}); diff --git a/test/js/algorithms/dynamic-programming/knapsack-recursive.spec.js b/test/js/algorithms/dynamic-programming/knapsack-recursive.spec.js new file mode 100644 index 00000000..589b8e9d --- /dev/null +++ b/test/js/algorithms/dynamic-programming/knapsack-recursive.spec.js @@ -0,0 +1,15 @@ +import 'mocha'; +import { expect } from 'chai'; +import { knapSackRecursive } from '../../../../src/js/index'; + +describe('KnapSack Dynamic Programming - Recursive', () => { + + it('works with recursive approach', () => { + const values = [3, 4, 5]; + const weights = [2, 3, 4]; + const capacity = 5; + const n = values.length; + + expect(knapSackRecursive(capacity, weights, values, n)).to.equal(7); + }); +}); diff --git a/test/js/algorithms/dynamic-programming/knapsack.spec.js b/test/js/algorithms/dynamic-programming/knapsack.spec.js new file mode 100644 index 00000000..47e2ab37 --- /dev/null +++ b/test/js/algorithms/dynamic-programming/knapsack.spec.js @@ -0,0 +1,15 @@ +import 'mocha'; +import { expect } from 'chai'; +import { knapSack } from '../../../../src/js/index'; + +describe('KnapSack Dynamic Programming', () => { + + it('works with DP approach', () => { + const values = [3, 4, 5]; + const weights = [2, 3, 4]; + const capacity = 5; + const n = values.length; + + expect(knapSack(capacity, weights, values, n)).to.equal(7); + }); +}); diff --git a/test/js/algorithms/dynamic-programming/longest-common-subsequence-print.spec.js b/test/js/algorithms/dynamic-programming/longest-common-subsequence-print.spec.js new file mode 100644 index 00000000..8b5ba9fe --- /dev/null +++ b/test/js/algorithms/dynamic-programming/longest-common-subsequence-print.spec.js @@ -0,0 +1,13 @@ +import 'mocha'; +import { expect } from 'chai'; +import { lcsPrint } from '../../../../src/js/index'; + +describe('LCS Dynamic Programming with print solution', () => { + + it('works with DP approach with print solution', () => { + const wordX = 'acbaed'; + const wordY = 'abcadf'; + + expect(lcsPrint(wordX, wordY)).to.equal('acad'); + }); +}); diff --git a/test/js/algorithms/dynamic-programming/longest-common-subsequence.spec.js b/test/js/algorithms/dynamic-programming/longest-common-subsequence.spec.js new file mode 100644 index 00000000..121cf4fa --- /dev/null +++ b/test/js/algorithms/dynamic-programming/longest-common-subsequence.spec.js @@ -0,0 +1,13 @@ +import 'mocha'; +import { expect } from 'chai'; +import { lcs } from '../../../../src/js/index'; + +describe('LCS Dynamic Programming', () => { + + it('works with DP approach', () => { + const wordX = 'acbaed'; + const wordY = 'abcadf'; + + expect(lcs(wordX, wordY)).to.equal(4); + }); +}); diff --git a/test/js/algorithms/dynamic-programming/matrix-chain-multiplication.spec.js b/test/js/algorithms/dynamic-programming/matrix-chain-multiplication.spec.js new file mode 100644 index 00000000..db1972e3 --- /dev/null +++ b/test/js/algorithms/dynamic-programming/matrix-chain-multiplication.spec.js @@ -0,0 +1,12 @@ +import 'mocha'; +import { expect } from 'chai'; +import { matrixChainOrder } from '../../../../src/js/index'; + +describe('Matrix Chain Multiplication', () => { + + it('works with DP approach', () => { + const p = [10, 100, 5, 50, 1]; + + expect(matrixChainOrder(p)).to.equal(1750); + }); +}); diff --git a/test/js/algorithms/dynamic-programming/min-coin-change.spec.js b/test/js/algorithms/dynamic-programming/min-coin-change.spec.js new file mode 100644 index 00000000..ecc8be1b --- /dev/null +++ b/test/js/algorithms/dynamic-programming/min-coin-change.spec.js @@ -0,0 +1,30 @@ +import 'mocha'; +import { expect } from 'chai'; +import { minCoinChange } from '../../../../src/js/index'; + +describe('Dynamic Programming: Min Coin Change', () => { + + it('works with amount 0', () => { + expect(minCoinChange([1, 2, 3], 0)).to.deep.equal([]); + }); + + it('works with amount 1', () => { + expect(minCoinChange([1, 2, 3], 1)).to.deep.equal([1]); + }); + + it('works with amount 2', () => { + expect(minCoinChange([1, 2, 3], 2)).to.deep.equal([2]); + }); + + it('works with amount 3', () => { + expect(minCoinChange([1, 2, 3], 3)).to.deep.equal([3]); + }); + + it('works with amount 4', () => { + expect(minCoinChange([1, 2, 3], 4)).to.deep.equal([1, 3]); + }); + + it('works with amount 6', () => { + expect(minCoinChange([1, 2, 3], 6)).to.deep.equal([3, 3]); + }); +}); diff --git a/test/js/algorithms/graph/breadth-first-search.spec.js b/test/js/algorithms/graph/breadth-first-search.spec.js new file mode 100644 index 00000000..1d7b5e75 --- /dev/null +++ b/test/js/algorithms/graph/breadth-first-search.spec.js @@ -0,0 +1,65 @@ +import 'mocha'; +import { expect } from 'chai'; +import { BFS, breadthFirstSearch, Graph } from '../../../../src/js/index'; + +describe('Breadth First Search', () => { + let count; + const vertices = ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I']; + let graph; + + function assertCallback(value) { + expect(value).to.equal(vertices[count]); + count++; + } + + beforeEach(() => { + count = 0; + graph = new Graph(); + + for (let i = 0; i < vertices.length; i++) { + graph.addVertex(vertices[i]); + } + + graph.addEdge('A', 'B'); + graph.addEdge('A', 'C'); + graph.addEdge('A', 'D'); + graph.addEdge('C', 'D'); + graph.addEdge('C', 'G'); + graph.addEdge('D', 'G'); + graph.addEdge('D', 'H'); + graph.addEdge('B', 'E'); + graph.addEdge('B', 'F'); + graph.addEdge('E', 'I'); + }); + + it('breadthFirstSearch', () => { + breadthFirstSearch(graph, vertices[0], assertCallback); + }); + + it('sorthest path - BFS', () => { + const shortestPathA = BFS(graph, vertices[0]); + + expect(shortestPathA.distances).to.deep.equal({ + A: 0, + B: 1, + C: 1, + D: 1, + E: 2, + F: 2, + G: 2, + H: 2, + I: 3 + }); + expect(shortestPathA.predecessors).to.deep.equal({ + A: null, + B: 'A', + C: 'A', + D: 'A', + E: 'B', + F: 'B', + G: 'C', + H: 'D', + I: 'E' + }); + }); +}); diff --git a/test/js/algorithms/graph/depth-first-search.spec.js b/test/js/algorithms/graph/depth-first-search.spec.js new file mode 100644 index 00000000..e0cbcde9 --- /dev/null +++ b/test/js/algorithms/graph/depth-first-search.spec.js @@ -0,0 +1,64 @@ +import 'mocha'; +import { expect } from 'chai'; +import { DFS, depthFirstSearch, Graph } from '../../../../src/js/index'; + +describe('Depth First Search', () => { + let count; + const vertices = ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I']; + const dfsCallBack = ['A', 'B', 'E', 'I', 'F', 'C', 'D', 'G', 'H']; + let graph; + + beforeEach(() => { + count = 0; + graph = new Graph(true); + }); + + function assertCallback(value) { + expect(value).to.equal(dfsCallBack[count]); + count++; + } + + it('depthFirstSearch', () => { + for (let i = 0; i < vertices.length; i++) { + graph.addVertex(vertices[i]); + } + + graph.addEdge('A', 'B'); + graph.addEdge('A', 'C'); + graph.addEdge('A', 'D'); + graph.addEdge('C', 'D'); + graph.addEdge('C', 'G'); + graph.addEdge('D', 'G'); + graph.addEdge('D', 'H'); + graph.addEdge('B', 'E'); + graph.addEdge('B', 'F'); + graph.addEdge('E', 'I'); + + depthFirstSearch(graph, assertCallback); + }); + + it('topological sort - DFS', () => { + const myVertices = ['A', 'B', 'C', 'D', 'E', 'F']; + for (let i = 0; i < myVertices.length; i++) { + graph.addVertex(myVertices[i]); + } + graph.addEdge('A', 'C'); + graph.addEdge('A', 'D'); + graph.addEdge('B', 'D'); + graph.addEdge('B', 'E'); + graph.addEdge('C', 'F'); + graph.addEdge('F', 'E'); + + const result = DFS(graph); + + expect(result.discovery).to.deep.equal({ + A: 1, B: 11, C: 2, D: 8, E: 4, F: 3 + }); + expect(result.finished).to.deep.equal({ + A: 10, B: 12, C: 7, D: 9, E: 5, F: 6 + }); + expect(result.predecessors).to.deep.equal({ + A: null, B: null, C: 'A', D: 'A', E: 'F', F: 'C' + }); + }); +}); diff --git a/test/js/algorithms/graph/dijkstra.spec.js b/test/js/algorithms/graph/dijkstra.spec.js new file mode 100644 index 00000000..7a88f040 --- /dev/null +++ b/test/js/algorithms/graph/dijkstra.spec.js @@ -0,0 +1,21 @@ +import 'mocha'; +import { expect } from 'chai'; +import { dijkstra } from '../../../../src/js/index'; + +describe('Dijkstra\'s Algorithm - Shortest Path', () => { + + it('Shortest Path', () => { + const graph = [ + [0, 2, 4, 0, 0, 0], + [0, 0, 2, 4, 2, 0], + [0, 0, 0, 0, 3, 0], + [0, 0, 0, 0, 0, 2], + [0, 0, 0, 3, 0, 2], + [0, 0, 0, 0, 0, 0] + ]; + + expect(dijkstra(graph, 0)).to.deep.equal([0, 2, 4, 6, 4, 6]); + + }); + +}); diff --git a/test/js/algorithms/graph/floyd-warshall.spec.js b/test/js/algorithms/graph/floyd-warshall.spec.js new file mode 100644 index 00000000..0f62cb7a --- /dev/null +++ b/test/js/algorithms/graph/floyd-warshall.spec.js @@ -0,0 +1,26 @@ +import 'mocha'; +import { expect } from 'chai'; +import { floydWarshall } from '../../../../src/js/index'; + +describe('Floyd-Warshall Algorithm - All-Pairs Shortest Path', () => { + it('All-Pairs Shortest Path', () => { + const INF = Infinity; + const graph = [ + [INF, 2, 4, INF, INF, INF], + [INF, INF, 2, 4, 2, INF], + [INF, INF, INF, INF, 3, INF], + [INF, INF, INF, INF, INF, 2], + [INF, INF, INF, 3, INF, 2], + [INF, INF, INF, INF, INF, INF] + ]; + + expect(floydWarshall(graph)).to.deep.equal([ + [0, 2, 4, 6, 4, 6], + [INF, 0, 2, 4, 2, 4], + [INF, INF, 0, 6, 3, 5], + [INF, INF, INF, 0, INF, 2], + [INF, INF, INF, 3, 0, 2], + [INF, INF, INF, INF, INF, 0] + ]); + }); +}); diff --git a/test/js/algorithms/graph/kruskal.spec.js b/test/js/algorithms/graph/kruskal.spec.js new file mode 100644 index 00000000..38a2132c --- /dev/null +++ b/test/js/algorithms/graph/kruskal.spec.js @@ -0,0 +1,18 @@ +import 'mocha'; +import { expect } from 'chai'; +import { kruskal } from '../../../../src/js/index'; + +describe('Kruskal Algorithm - Minimum Spanning Tree', () => { + it('Minimum Spanning Tree', () => { + const graph = [ + [0, 2, 4, 0, 0, 0], + [2, 0, 2, 4, 2, 0], + [4, 2, 0, 0, 3, 0], + [0, 4, 0, 0, 3, 2], + [0, 2, 3, 3, 0, 2], + [0, 0, 0, 2, 2, 0] + ]; + + expect(kruskal(graph)).to.deep.equal([ , 0, 1, 1, 1, 3]); + }); +}); diff --git a/test/js/algorithms/graph/prim.spec.js b/test/js/algorithms/graph/prim.spec.js new file mode 100644 index 00000000..9e0b6b31 --- /dev/null +++ b/test/js/algorithms/graph/prim.spec.js @@ -0,0 +1,18 @@ +import 'mocha'; +import { expect } from 'chai'; +import { prim } from '../../../../src/js/index'; + +describe('Prim\'s Algorithm - Minimum Spanning Tree', () => { + it('Minimum Spanning Tree', () => { + const graph = [ + [0, 2, 4, 0, 0, 0], + [2, 0, 2, 4, 2, 0], + [4, 2, 0, 0, 3, 0], + [0, 4, 0, 0, 3, 2], + [0, 2, 3, 3, 0, 2], + [0, 0, 0, 2, 2, 0] + ]; + + expect(prim(graph)).to.deep.equal([-1, 0, 1, 5, 1, 4]); + }); +}); diff --git a/test/js/algorithms/greedy/knapsack.spec.js b/test/js/algorithms/greedy/knapsack.spec.js new file mode 100644 index 00000000..39be668a --- /dev/null +++ b/test/js/algorithms/greedy/knapsack.spec.js @@ -0,0 +1,14 @@ +import 'mocha'; +import { expect } from 'chai'; +import { knapSackGreedy } from '../../../../src/js/index'; + +describe('KnapSack Greedy', () => { + + it('works with greedy approach', () => { + const values = [3, 4, 5]; + const weights = [2, 3, 4]; + const capacity = 5; + + expect(knapSackGreedy(capacity, weights, values)).to.equal(7); + }); +}); diff --git a/test/js/algorithms/greedy/longest-common-subsequence.spec.js b/test/js/algorithms/greedy/longest-common-subsequence.spec.js new file mode 100644 index 00000000..7be0e4c4 --- /dev/null +++ b/test/js/algorithms/greedy/longest-common-subsequence.spec.js @@ -0,0 +1,13 @@ +import 'mocha'; +import { expect } from 'chai'; +import { lcsRecursive } from '../../../../src/js/index'; + +describe('LCS Greedy', () => { + + it('works with Greedy approach', () => { + const wordX = 'acbaed'; + const wordY = 'abcadf'; + + expect(lcsRecursive(wordX, wordY)).to.equal(4); + }); +}); diff --git a/test/js/algorithms/greedy/matrix-chain-multiplication.spec.js b/test/js/algorithms/greedy/matrix-chain-multiplication.spec.js new file mode 100644 index 00000000..c9d53888 --- /dev/null +++ b/test/js/algorithms/greedy/matrix-chain-multiplication.spec.js @@ -0,0 +1,12 @@ +import 'mocha'; +import { expect } from 'chai'; +import { matrixChainOrderGreedy } from '../../../../src/js/index'; + +describe('Matrix Chain Multiplication', () => { + + it('works with DP approach', () => { + const p = [10, 100, 5, 50, 1]; + + expect(matrixChainOrderGreedy(p)).to.equal(1750); + }); +}); diff --git a/test/js/algorithms/greedy/min-coin-change.spec.js b/test/js/algorithms/greedy/min-coin-change.spec.js new file mode 100644 index 00000000..ffa0b674 --- /dev/null +++ b/test/js/algorithms/greedy/min-coin-change.spec.js @@ -0,0 +1,12 @@ +import 'mocha'; +import { expect } from 'chai'; +import { minCoinChangeGreedy } from '../../../../src/js/index'; + +describe('Min Coin Change Greedy', () => { + + it('works with greedy approach', () => { + expect(minCoinChangeGreedy([1, 5, 10], 15)).to.deep.equal([10, 5]); + expect(minCoinChangeGreedy([1, 3, 4], 6)).to.deep.equal([4, 1, 1]); + }); + +}); diff --git a/test/js/algorithms/search/binary-search-recursive.spec.js b/test/js/algorithms/search/binary-search-recursive.spec.js new file mode 100644 index 00000000..8aab4959 --- /dev/null +++ b/test/js/algorithms/search/binary-search-recursive.spec.js @@ -0,0 +1,4 @@ +import { binarySearchRecursive } from '../../../../src/js/index'; +import { testSearchAlgorithm } from './search-algorithms-tests'; + +testSearchAlgorithm(binarySearchRecursive, 'Binary Search Recursive'); diff --git a/test/js/algorithms/search/search-algorithms-tests.js b/test/js/algorithms/search/search-algorithms-tests.js index d3e1774e..f0c698a2 100644 --- a/test/js/algorithms/search/search-algorithms-tests.js +++ b/test/js/algorithms/search/search-algorithms-tests.js @@ -33,6 +33,14 @@ export function testSearchAlgorithm( expect(searchAlgorithm(array, SIZE)).to.equal(SIZE - 1); }); + it('finds value at different positions', () => { + const array = createSortedArray(); + + for (let value = 1; value <= SIZE; value++) { + expect(searchAlgorithm(array, value)).to.equal(value - 1); + } + }); + if (config.customEquals) { it('finds value with custom equals function', () => { const array = [{ key: 1 }, { key: 2 }, { key: 3 }]; diff --git a/test/js/algorithms/sorting/bubble-sort.spec.js b/test/js/algorithms/sorting/bubble-sort.spec.js index fe3b31a2..b903df74 100644 --- a/test/js/algorithms/sorting/bubble-sort.spec.js +++ b/test/js/algorithms/sorting/bubble-sort.spec.js @@ -2,4 +2,3 @@ import { bubbleSort } from '../../../../src/js/index'; import { testSortAlgorithm } from './sort-algorithm-tests'; testSortAlgorithm(bubbleSort, 'Bubble Sort'); - diff --git a/test/js/algorithms/sorting/heap-sort.spec.js b/test/js/algorithms/sorting/heap-sort.spec.js index 75505e4e..ae3816dc 100644 --- a/test/js/algorithms/sorting/heap-sort.spec.js +++ b/test/js/algorithms/sorting/heap-sort.spec.js @@ -2,4 +2,3 @@ import { heapSort } from '../../../../src/js/index'; import { testSortAlgorithm } from './sort-algorithm-tests'; testSortAlgorithm(heapSort, 'Heap Sort'); - diff --git a/test/js/algorithms/sorting/insertion-sort.spec.js b/test/js/algorithms/sorting/insertion-sort.spec.js index 324e12c5..c28a69de 100644 --- a/test/js/algorithms/sorting/insertion-sort.spec.js +++ b/test/js/algorithms/sorting/insertion-sort.spec.js @@ -2,4 +2,3 @@ import { insertionSort } from '../../../../src/js/index'; import { testSortAlgorithm } from './sort-algorithm-tests'; testSortAlgorithm(insertionSort, 'Insertion Sort'); - diff --git a/test/js/algorithms/sorting/merge-sort.spec.js b/test/js/algorithms/sorting/merge-sort.spec.js index f46ca6bb..5b161785 100644 --- a/test/js/algorithms/sorting/merge-sort.spec.js +++ b/test/js/algorithms/sorting/merge-sort.spec.js @@ -2,4 +2,3 @@ import { mergeSort } from '../../../../src/js/index'; import { testSortAlgorithm } from './sort-algorithm-tests'; testSortAlgorithm(mergeSort, 'Merge Sort'); - diff --git a/test/js/algorithms/sorting/quicksort.spec.js b/test/js/algorithms/sorting/quicksort.spec.js index d23694db..0cbe027a 100644 --- a/test/js/algorithms/sorting/quicksort.spec.js +++ b/test/js/algorithms/sorting/quicksort.spec.js @@ -2,4 +2,3 @@ import { quickSort } from '../../../../src/js/index'; import { testSortAlgorithm } from './sort-algorithm-tests'; testSortAlgorithm(quickSort, 'Quick Sort'); - diff --git a/test/js/algorithms/sorting/radix-sort.spec.js b/test/js/algorithms/sorting/radix-sort.spec.js index b312af90..af6a5b07 100644 --- a/test/js/algorithms/sorting/radix-sort.spec.js +++ b/test/js/algorithms/sorting/radix-sort.spec.js @@ -2,4 +2,3 @@ import { radixSort } from '../../../../src/js/index'; import { testSortAlgorithm } from './sort-algorithm-tests'; testSortAlgorithm(radixSort, 'Radix Sort', { reverseCompare: false }); - diff --git a/test/js/algorithms/sorting/selection-sort.spec.js b/test/js/algorithms/sorting/selection-sort.spec.js index ad372942..3d6cd3cc 100644 --- a/test/js/algorithms/sorting/selection-sort.spec.js +++ b/test/js/algorithms/sorting/selection-sort.spec.js @@ -2,4 +2,3 @@ import { selectionSort } from '../../../../src/js/index'; import { testSortAlgorithm } from './sort-algorithm-tests'; testSortAlgorithm(selectionSort, 'Selection Sort'); - diff --git a/test/js/algorithms/sorting/shell-sort.spec.js b/test/js/algorithms/sorting/shell-sort.spec.js index eb9ba569..92aa33a5 100644 --- a/test/js/algorithms/sorting/shell-sort.spec.js +++ b/test/js/algorithms/sorting/shell-sort.spec.js @@ -2,4 +2,3 @@ import { shellSort } from '../../../../src/js/index'; import { testSortAlgorithm } from './sort-algorithm-tests'; testSortAlgorithm(shellSort, 'Shell Sort'); - diff --git a/test/js/data-structures/avl-tree.spec.js b/test/js/data-structures/avl-tree.spec.js new file mode 100644 index 00000000..f113e561 --- /dev/null +++ b/test/js/data-structures/avl-tree.spec.js @@ -0,0 +1,32 @@ +import 'mocha'; +import { expect } from 'chai'; +import { AVLTree } from '../../../src/js/index'; + +describe('AVLTree', () => { + let tree; + + beforeEach(() => { + tree = new AVLTree(); + }); + + it('starts empty', () => { + expect(tree.getRoot()).to.equal(null); + }); + + it('inserts elements in the AVLTree', () => { + expect(tree.getRoot()).to.equal(null); + + tree.insert(1); + tree.insert(2); + tree.insert(3); + tree.insert(4); + tree.insert(5); + tree.insert(6); + tree.insert(7); + tree.insert(14); + tree.insert(15); + tree.insert(13); + tree.insert(12); + tree.insert(11); + }); +}); diff --git a/test/js/data-structures/binary-search-tree.spec.js b/test/js/data-structures/binary-search-tree.spec.js new file mode 100644 index 00000000..8b940818 --- /dev/null +++ b/test/js/data-structures/binary-search-tree.spec.js @@ -0,0 +1,108 @@ +import 'mocha'; +import { expect } from 'chai'; +import { BinarySearchTree } from '../../../src/js/index'; + +describe('BinarySearchTree', () => { + let tree; + + beforeEach(() => { + tree = new BinarySearchTree(); + }); + + it('starts empty', () => { + expect(tree.getRoot()).to.equal(undefined); + }); + + function assertNode(node, key, left, right) { + if (key != null) { + expect(node.key).to.equal(key); + } else { + expect(node).to.equal(key); + return; + } + + if (left != null) { + expect(node.left.key).to.equal(left); + } else { + expect(node.left).to.equal(left); + } + + if (right != null) { + expect(node.right.key).to.equal(right); + } else { + expect(node.right).to.equal(right); + } + } + + it('inserts elements in the BST', () => { + expect(tree.getRoot()).to.equal(undefined); + + tree.insert(11); + tree.insert(7); + tree.insert(15); + tree.insert(5); + tree.insert(3); + tree.insert(9); + tree.insert(8); + tree.insert(10); + tree.insert(13); + tree.insert(12); + tree.insert(14); + tree.insert(20); + tree.insert(18); + tree.insert(25); + + let node = tree.getRoot(); + assertNode(node, 11, 7, 15); + + node = node.left; + assertNode(node, 7, 5, 9); + + node = node.left; + assertNode(node, 5, 3, undefined); + + node = node.left; + assertNode(node, 3, undefined, undefined); + + node = tree.getRoot().left.left.right; + assertNode(node, undefined, undefined, undefined); + + node = tree.getRoot().left.right; + assertNode(node, 9, 8, 10); + + node = node.left; + assertNode(node, 8, undefined, undefined); + + node = tree.getRoot().left.right.right; + assertNode(node, 10, undefined, undefined); + + node = tree.getRoot().right; + assertNode(node, 15, 13, 20); + + node = node.left; + assertNode(node, 13, 12, 14); + + node = node.left; + assertNode(node, 12, undefined, undefined); + + node = tree.getRoot().right.left.right; + assertNode(node, 14, undefined, undefined); + + node = tree.getRoot().right.right; + assertNode(node, 20, 18, 25); + + node = node.left; + assertNode(node, 18, undefined, undefined); + + node = tree.getRoot().right.right.right; + assertNode(node, 25, undefined, undefined); + }); + + it('verifies if element exists', () => { + expect(tree.getRoot()).to.equal(undefined); + }); + + it('removes a leaf', () => { + expect(tree.getRoot()).to.equal(undefined); + }); +}); diff --git a/test/js/data-structures/deque.spec.js b/test/js/data-structures/deque.spec.js index 69861377..49ab2dfa 100644 --- a/test/js/data-structures/deque.spec.js +++ b/test/js/data-structures/deque.spec.js @@ -191,6 +191,7 @@ describe('Deque', () => { this.el1 = el1; this.el2 = el2; } + toString() { return `${this.el1.toString()}|${this.el2.toString()}`; } diff --git a/test/js/data-structures/heap.spec.js b/test/js/data-structures/heap.spec.js new file mode 100644 index 00000000..15ce1bce --- /dev/null +++ b/test/js/data-structures/heap.spec.js @@ -0,0 +1,75 @@ +import 'mocha'; +import { expect } from 'chai'; +import { MinHeap, heapSort } from '../../../src/js/index'; + +describe('Heap', () => { + let heap; + + beforeEach(() => { + heap = new MinHeap(); + }); + + it('starts empty MinHeap', () => { + expect(heap.size()).to.equal(0); + expect(heap.isEmpty()).to.equal(true); + }); + + it('inserts values in the MinHeap', () => { + const resultArray = []; + for (let i = 1; i < 10; i++) { + resultArray.push(i); + heap.insert(i); + expect(heap.getAsArray()).to.deep.equal(resultArray); + } + }); + + it('finds the min value from the MinHeap', () => { + const resultArray = []; + for (let i = 10; i >= 1; i--) { + resultArray.push(i); + heap.insert(i); + expect(heap.findMinimum()).to.equal(i); + } + }); + + it('performs heapify in the MinHeap', () => { + const resultArray = []; + for (let i = 10; i >= 1; i--) { + resultArray.push(i); + } + expect(heap.heapify(resultArray)).to.deep.equal(resultArray); + }); + + it('extracts the min value from the MinHeap', () => { + let resultArray = []; + for (let i = 1; i < 10; i++) { + resultArray.push(i); + heap.insert(i); + expect(heap.getAsArray()).to.deep.equal(resultArray); + } + + resultArray = [ + [], + [2, 4, 3, 8, 5, 6, 7, 9], + [3, 4, 6, 8, 5, 9, 7], + [4, 5, 6, 8, 7, 9], + [5, 7, 6, 8, 9], + [6, 7, 9, 8], + [7, 8, 9], + [8, 9], + [9], + [] + ]; + + for (let i = 1; i < 10; i++) { + expect(heap.extract()).to.equal(i); + expect(heap.getAsArray()).to.deep.equal(resultArray[i]); + } + }); + + it('Heap Sort', () => { + const array = [3, 2, 5, 6, 1, 7, 8, 9]; + + expect(heapSort(array)).to.deep.equal([1, 2, 3, 5, 6, 7, 8, 9]); + }); +}); diff --git a/test/js/data-structures/my-obj.js b/test/js/data-structures/my-obj.js index a4d2f5f3..ed407894 100644 --- a/test/js/data-structures/my-obj.js +++ b/test/js/data-structures/my-obj.js @@ -3,6 +3,7 @@ export default class MyObj { this.el1 = el1; this.el2 = el2; } + toString() { return `${this.el1.toString()}|${this.el2.toString()}`; } diff --git a/test/js/data-structures/queue.spec.js b/test/js/data-structures/queue.spec.js index ec113683..84587bc1 100644 --- a/test/js/data-structures/queue.spec.js +++ b/test/js/data-structures/queue.spec.js @@ -155,6 +155,7 @@ describe('Queue', () => { this.el1 = el1; this.el2 = el2; } + toString() { return `${this.el1.toString()}|${this.el2.toString()}`; } diff --git a/test/js/data-structures/stack-array.spec.js b/test/js/data-structures/stack-array.spec.js index 615fca68..0f5912ca 100644 --- a/test/js/data-structures/stack-array.spec.js +++ b/test/js/data-structures/stack-array.spec.js @@ -165,6 +165,7 @@ describe('StackArray', () => { this.el1 = el1; this.el2 = el2; } + toString() { return `${this.el1.toString()}|${this.el2.toString()}`; } diff --git a/test/js/data-structures/stack.spec.js b/test/js/data-structures/stack.spec.js index 7c77703b..55361a8a 100644 --- a/test/js/data-structures/stack.spec.js +++ b/test/js/data-structures/stack.spec.js @@ -148,6 +148,7 @@ describe('Stack', () => { this.el1 = el1; this.el2 = el2; } + toString() { return `${this.el1.toString()}|${this.el2.toString()}`; } diff --git a/test/js/others/factorial.spec.js b/test/js/others/factorial.spec.js index 975f6404..69341a7a 100644 --- a/test/js/others/factorial.spec.js +++ b/test/js/others/factorial.spec.js @@ -1,6 +1,6 @@ import 'mocha'; import { expect } from 'chai'; -import { factorialIterative, factorial } from './../../../src/js/others/factorial'; +import { factorialIterative, factorial } from '../../../src/js/others/factorial'; describe('Factorial', () => { it('Iterative Factorial', () => { diff --git a/test/ts/algorithms/backtracking/rat-in-maze.spec.ts b/test/ts/algorithms/backtracking/rat-in-maze.spec.ts new file mode 100644 index 00000000..0a292984 --- /dev/null +++ b/test/ts/algorithms/backtracking/rat-in-maze.spec.ts @@ -0,0 +1,21 @@ +import 'mocha'; +import { expect } from 'chai'; +import { ratInAMaze } from '../../../../src/ts/index'; + +describe('Rat in a maze', () => { + it('rat in a maze solver', () => { + const maze = [ + [1, 0, 0, 0], + [1, 1, 1, 1], + [0, 0, 1, 0], + [0, 1, 1, 1] + ]; + const solution = [ + [1, 0, 0, 0], + [1, 1, 1, 0], + [0, 0, 1, 0], + [0, 0, 1, 1] + ]; + expect(ratInAMaze(maze)).to.deep.equal(solution); + }); +}); diff --git a/test/ts/algorithms/backtracking/sudoku-solver.spec.ts b/test/ts/algorithms/backtracking/sudoku-solver.spec.ts index 2b78a551..e747683b 100644 --- a/test/ts/algorithms/backtracking/sudoku-solver.spec.ts +++ b/test/ts/algorithms/backtracking/sudoku-solver.spec.ts @@ -28,4 +28,30 @@ describe('Sudoku Solver', () => { ]; expect(sudokuSolver(grid)).to.deep.equal(solution); }); + + it('sudoku solver 2', () => { + const grid = [ + [5, 3, 0, 0, 7, 0, 0, 0, 0], + [6, 0, 0, 1, 9, 5, 0, 0, 0], + [0, 9, 8, 0, 0, 0, 0, 6, 0], + [8, 0, 0, 0, 6, 0, 0, 0, 3], + [4, 0, 0, 8, 0, 3, 0, 0, 1], + [7, 0, 0, 0, 2, 0, 0, 0, 6], + [0, 6, 0, 0, 0, 0, 2, 8, 0], + [0, 0, 0, 4, 1, 9, 0, 0, 5], + [0, 0, 0, 0, 8, 0, 0, 7, 9] + ]; + const solution = [ + [5, 3, 4, 6, 7, 8, 9, 1, 2], + [6, 7, 2, 1, 9, 5, 3, 4, 8], + [1, 9, 8, 3, 4, 2, 5, 6, 7], + [8, 5, 9, 7, 6, 1, 4, 2, 3], + [4, 2, 6, 8, 5, 3, 7, 9, 1], + [7, 1, 3, 9, 2, 4, 8, 5, 6], + [9, 6, 1, 5, 3, 7, 2, 8, 4], + [2, 8, 7, 4, 1, 9, 6, 3, 5], + [3, 4, 5, 2, 8, 6, 1, 7, 9] + ]; + expect(sudokuSolver(grid)).to.deep.equal(solution); + }); }); diff --git a/test/ts/algorithms/dynamic-programming/knapsack-recursive.spec.ts b/test/ts/algorithms/dynamic-programming/knapsack-recursive.spec.ts new file mode 100644 index 00000000..944cd655 --- /dev/null +++ b/test/ts/algorithms/dynamic-programming/knapsack-recursive.spec.ts @@ -0,0 +1,15 @@ +import 'mocha'; +import { expect } from 'chai'; +import { knapSackRecursive } from '../../../../src/ts/index'; + +describe('KnapSack Dynamic Programming - Recursive', () => { + + it('works with recursive approach', () => { + const values = [3, 4, 5]; + const weights = [2, 3, 4]; + const capacity = 5; + const n = values.length; + + expect(knapSackRecursive(capacity, weights, values, n)).to.equal(7); + }); +}); diff --git a/test/ts/algorithms/dynamic-programming/knapsack.spec.ts b/test/ts/algorithms/dynamic-programming/knapsack.spec.ts new file mode 100644 index 00000000..113f9182 --- /dev/null +++ b/test/ts/algorithms/dynamic-programming/knapsack.spec.ts @@ -0,0 +1,15 @@ +import 'mocha'; +import { expect } from 'chai'; +import { knapSack } from '../../../../src/ts/index'; + +describe('KnapSack Dynamic Programming', () => { + + it('works with DP approach', () => { + const values = [3, 4, 5]; + const weights = [2, 3, 4]; + const capacity = 5; + const n = values.length; + + expect(knapSack(capacity, weights, values, n)).to.equal(7); + }); +}); diff --git a/test/ts/algorithms/dynamic-programming/longest-common-subsequence-print.spec.ts b/test/ts/algorithms/dynamic-programming/longest-common-subsequence-print.spec.ts new file mode 100644 index 00000000..4626c593 --- /dev/null +++ b/test/ts/algorithms/dynamic-programming/longest-common-subsequence-print.spec.ts @@ -0,0 +1,13 @@ +import 'mocha'; +import { expect } from 'chai'; +import { lcsPrint } from '../../../../src/ts/index'; + +describe('LCS Dynamic Programming with print solution', () => { + + it('works with DP approach with print solution', () => { + const wordX = 'acbaed'; + const wordY = 'abcadf'; + + expect(lcsPrint(wordX, wordY)).to.equal('acad'); + }); +}); diff --git a/test/ts/algorithms/dynamic-programming/longest-common-subsequence.spec.ts b/test/ts/algorithms/dynamic-programming/longest-common-subsequence.spec.ts new file mode 100644 index 00000000..3da8abcd --- /dev/null +++ b/test/ts/algorithms/dynamic-programming/longest-common-subsequence.spec.ts @@ -0,0 +1,13 @@ +import 'mocha'; +import { expect } from 'chai'; +import { lcs } from '../../../../src/ts/index'; + +describe('LCS Dynamic Programming', () => { + + it('works with DP approach', () => { + const wordX = 'acbaed'; + const wordY = 'abcadf'; + + expect(lcs(wordX, wordY)).to.equal(4); + }); +}); diff --git a/test/ts/algorithms/dynamic-programming/matrix-chain-multiplication.spec.ts b/test/ts/algorithms/dynamic-programming/matrix-chain-multiplication.spec.ts new file mode 100644 index 00000000..09b58d2d --- /dev/null +++ b/test/ts/algorithms/dynamic-programming/matrix-chain-multiplication.spec.ts @@ -0,0 +1,12 @@ +import 'mocha'; +import { expect } from 'chai'; +import { matrixChainOrder } from '../../../../src/ts/index'; + +describe('Matrix Chain Multiplication', () => { + + it('works with DP approach', () => { + const p = [10, 100, 5, 50, 1]; + + expect(matrixChainOrder(p)).to.equal(1750); + }); +}); diff --git a/test/ts/algorithms/graph/breadth-first-search.spec.ts b/test/ts/algorithms/graph/breadth-first-search.spec.ts new file mode 100644 index 00000000..db5f929f --- /dev/null +++ b/test/ts/algorithms/graph/breadth-first-search.spec.ts @@ -0,0 +1,47 @@ +import 'mocha'; +import { expect } from 'chai'; +import { BFS, breadthFirstSearch, Graph } from '../../../../src/ts'; + +describe('Breadth First Search', () => { + + let count: number; + const vertices = ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I']; + let graph: Graph; + + beforeEach(() => { + count = 0; + graph = new Graph(); + + for (let i = 0; i < vertices.length; i++) { + graph.addVertex(vertices[i]); + } + + graph.addEdge('A', 'B'); + graph.addEdge('A', 'C'); + graph.addEdge('A', 'D'); + graph.addEdge('C', 'D'); + graph.addEdge('C', 'G'); + graph.addEdge('D', 'G'); + graph.addEdge('D', 'H'); + graph.addEdge('B', 'E'); + graph.addEdge('B', 'F'); + graph.addEdge('E', 'I'); + }); + + it('breadthFirstSearch', () => { + breadthFirstSearch(graph, vertices[0], assertCallback); + }); + + function assertCallback(value: string) { + expect(value).to.equal(vertices[count]); + count++; + } + + it('sorthest path - BFS', () => { + const shortestPathA = BFS(graph, vertices[0]); + + expect(shortestPathA.distances).to.deep.equal({A: 0, B: 1, C: 1, D: 1, E: 2,  F: 2, G: 2, H: 2, I: 3}); + expect(shortestPathA.predecessors).to.deep.equal({A: null, B: 'A', C: 'A', D: 'A', E: 'B',  F: 'B', G: 'C', H: 'D', I: 'E'}); + }); + +}); diff --git a/test/ts/algorithms/graph/depth-first-search.spec.ts b/test/ts/algorithms/graph/depth-first-search.spec.ts new file mode 100644 index 00000000..763284a7 --- /dev/null +++ b/test/ts/algorithms/graph/depth-first-search.spec.ts @@ -0,0 +1,58 @@ +import 'mocha'; +import { expect } from 'chai'; +import { DFS, depthFirstSearch, Graph } from '../../../../src/ts/index'; + +describe('Depth First Search', () => { + let count: number; + const vertices = ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I']; + const dfsCallBack = ['A', 'B', 'E', 'I', 'F', 'C', 'D', 'G', 'H']; + let graph: Graph; + + beforeEach(() => { + count = 0; + graph = new Graph(true); + }); + + it('depthFirstSearch', () => { + for (let i = 0; i < vertices.length; i++) { + graph.addVertex(vertices[i]); + } + + graph.addEdge('A', 'B'); + graph.addEdge('A', 'C'); + graph.addEdge('A', 'D'); + graph.addEdge('C', 'D'); + graph.addEdge('C', 'G'); + graph.addEdge('D', 'G'); + graph.addEdge('D', 'H'); + graph.addEdge('B', 'E'); + graph.addEdge('B', 'F'); + graph.addEdge('E', 'I'); + + depthFirstSearch(graph, assertCallback); + }); + + function assertCallback(value: string) { + expect(value).to.equal(dfsCallBack[count]); + count++; + } + + it('topological sort - DFS', () => { + const myVertices = ['A', 'B', 'C', 'D', 'E', 'F']; + for (let i = 0; i < myVertices.length; i++) { + graph.addVertex(myVertices[i]); + } + graph.addEdge('A', 'C'); + graph.addEdge('A', 'D'); + graph.addEdge('B', 'D'); + graph.addEdge('B', 'E'); + graph.addEdge('C', 'F'); + graph.addEdge('F', 'E'); + + const result = DFS(graph); + + expect(result.discovery).to.deep.equal({A: 1, B: 11, C: 2, D: 8, E: 4, F: 3}); + expect(result.finished).to.deep.equal({A: 10, B: 12, C: 7, D: 9, E: 5, F: 6}); + expect(result.predecessors).to.deep.equal({A: null, B: null, C: 'A', D: 'A', E: 'F', F: 'C'}); + }); +}); diff --git a/test/ts/algorithms/graph/dijkstra.spec.ts b/test/ts/algorithms/graph/dijkstra.spec.ts new file mode 100644 index 00000000..05b2e2f9 --- /dev/null +++ b/test/ts/algorithms/graph/dijkstra.spec.ts @@ -0,0 +1,21 @@ +import 'mocha'; +import { expect } from 'chai'; +import { dijkstra } from '../../../../src/ts/index'; + +describe('Dijkstra\'s Algorithm - Shortest Path', () => { + + it('Shortest Path', () => { + const graph = [ + [0, 2, 4, 0, 0, 0], + [0, 0, 2, 4, 2, 0], + [0, 0, 0, 0, 3, 0], + [0, 0, 0, 0, 0, 2], + [0, 0, 0, 3, 0, 2], + [0, 0, 0, 0, 0, 0] + ]; + + expect(dijkstra(graph, 0)).to.deep.equal([0, 2, 4, 6, 4, 6]); + + }); + +}); diff --git a/test/ts/algorithms/graph/floyd-warshall.spec.ts b/test/ts/algorithms/graph/floyd-warshall.spec.ts new file mode 100644 index 00000000..cf0adae2 --- /dev/null +++ b/test/ts/algorithms/graph/floyd-warshall.spec.ts @@ -0,0 +1,26 @@ +import 'mocha'; +import { expect } from 'chai'; +import { floydWarshall } from '../../../../src/ts/index'; + +describe('Floyd-Warshall Algorithm - All-Pairs Shortest Path', () => { + it('All-Pairs Shortest Path', () => { + const INF = Infinity; + const graph = [ + [INF, 2, 4, INF, INF, INF], + [INF, INF, 2, 4, 2, INF], + [INF, INF, INF, INF, 3, INF], + [INF, INF, INF, INF, INF, 2], + [INF, INF, INF, 3, INF, 2], + [INF, INF, INF, INF, INF, INF] + ]; + + expect(floydWarshall(graph)).to.deep.equal([ + [0, 2, 4, 6, 4, 6], + [INF, 0, 2, 4, 2, 4], + [INF, INF, 0, 6, 3, 5], + [INF, INF, INF, 0, INF, 2], + [INF, INF, INF, 3, 0, 2], + [INF, INF, INF, INF, INF, 0] + ]); + }); +}); diff --git a/test/ts/algorithms/graph/kruskal.spec.ts b/test/ts/algorithms/graph/kruskal.spec.ts new file mode 100644 index 00000000..838c643e --- /dev/null +++ b/test/ts/algorithms/graph/kruskal.spec.ts @@ -0,0 +1,18 @@ +import 'mocha'; +import { expect } from 'chai'; +import { kruskal } from '../../../../src/ts/index'; + +describe('Kruskal Algorithm - Minimum Spanning Tree', () => { + it('Minimum Spanning Tree', () => { + const graph = [ + [0, 2, 4, 0, 0, 0], + [2, 0, 2, 4, 2, 0], + [4, 2, 0, 0, 3, 0], + [0, 4, 0, 0, 3, 2], + [0, 2, 3, 3, 0, 2], + [0, 0, 0, 2, 2, 0] + ]; + + expect(kruskal(graph)).to.deep.equal([ , 0, 1, 1, 1, 3]); + }); +}); diff --git a/test/ts/algorithms/graph/prim.spec.ts b/test/ts/algorithms/graph/prim.spec.ts new file mode 100644 index 00000000..18224d71 --- /dev/null +++ b/test/ts/algorithms/graph/prim.spec.ts @@ -0,0 +1,18 @@ +import 'mocha'; +import { expect } from 'chai'; +import { prim } from '../../../../src/ts/index'; + +describe('Prim\'s Algorithm - Minimum Spanning Tree', () => { + it('Minimum Spanning Tree', () => { + const graph = [ + [0, 2, 4, 0, 0, 0], + [2, 0, 2, 4, 2, 0], + [4, 2, 0, 0, 3, 0], + [0, 4, 0, 0, 3, 2], + [0, 2, 3, 3, 0, 2], + [0, 0, 0, 2, 2, 0] + ]; + + expect(prim(graph)).to.deep.equal([-1, 0, 1, 5, 1, 4]); + }); +}); diff --git a/test/ts/algorithms/greedy/knapsack.spec.ts b/test/ts/algorithms/greedy/knapsack.spec.ts new file mode 100644 index 00000000..de73ff47 --- /dev/null +++ b/test/ts/algorithms/greedy/knapsack.spec.ts @@ -0,0 +1,14 @@ +import 'mocha'; +import { expect } from 'chai'; +import { knapSackGreedy } from '../../../../src/ts/index'; + +describe('KnapSack Greedy', () => { + + it('works with greedy approach', () => { + const values = [3, 4, 5]; + const weights = [2, 3, 4]; + const capacity = 5; + + expect(knapSackGreedy(capacity, weights, values)).to.equal(7); + }); +}); diff --git a/test/ts/algorithms/greedy/longest-common-subsequence.spec.ts b/test/ts/algorithms/greedy/longest-common-subsequence.spec.ts new file mode 100644 index 00000000..82d4000a --- /dev/null +++ b/test/ts/algorithms/greedy/longest-common-subsequence.spec.ts @@ -0,0 +1,13 @@ +import 'mocha'; +import { expect } from 'chai'; +import { lcsRecursive } from '../../../../src/ts/index'; + +describe('LCS Greedy', () => { + + it('works with Greedy approach', () => { + const wordX = 'acbaed'; + const wordY = 'abcadf'; + + expect(lcsRecursive(wordX, wordY)).to.equal(4); + }); +}); diff --git a/test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts b/test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts new file mode 100644 index 00000000..d6655752 --- /dev/null +++ b/test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts @@ -0,0 +1,12 @@ +import 'mocha'; +import { expect } from 'chai'; +import { matrixChainOrderGreedy } from '../../../../src/ts/index'; + +describe('Matrix Chain Multiplication', () => { + + it('works with DP approach', () => { + const p = [10, 100, 5, 50, 1]; + + expect(matrixChainOrderGreedy(p)).to.equal(1750); + }); +}); diff --git a/test/ts/algorithms/greedy/min-coin-change.spec.ts b/test/ts/algorithms/greedy/min-coin-change.spec.ts new file mode 100644 index 00000000..946d19ff --- /dev/null +++ b/test/ts/algorithms/greedy/min-coin-change.spec.ts @@ -0,0 +1,12 @@ +import 'mocha'; +import { expect } from 'chai'; +import { minCoinChangeGreedy } from '../../../../src/ts/index'; + +describe('Min Coin Change Greedy', () => { + + it('works with greedy approach', () => { + expect(minCoinChangeGreedy([1, 5, 10], 15)).to.deep.equal([10, 5]); + expect(minCoinChangeGreedy([1, 3, 4], 6)).to.deep.equal([4, 1, 1]); + }); + +}); diff --git a/test/ts/algorithms/math/find-divisors.spec.ts b/test/ts/algorithms/math/find-divisors.spec.ts new file mode 100644 index 00000000..b4223378 --- /dev/null +++ b/test/ts/algorithms/math/find-divisors.spec.ts @@ -0,0 +1,17 @@ +import 'mocha'; +import { expect } from 'chai'; +import { findDivisors } from '../../../../src/ts/index'; + +describe('Find Divisors', () => { + + it('returns the divisors of the number', () => { + + expect(findDivisors(-1)).to.deep.equal([]); + expect(findDivisors(0)).to.deep.equal([]); + expect(findDivisors(1)).to.deep.equal([1]); + expect(findDivisors(2)).to.deep.equal([1, 2]); + expect(findDivisors(3)).to.deep.equal([1, 3]); + expect(findDivisors(4)).to.deep.equal([1, 2, 4]); + expect(findDivisors(100)).to.deep.equal([1, 2, 4, 5, 10, 20, 25, 50, 100 ]); + }); +}); diff --git a/test/ts/algorithms/math/gcd.spec.ts b/test/ts/algorithms/math/gcd.spec.ts new file mode 100644 index 00000000..fd565a33 --- /dev/null +++ b/test/ts/algorithms/math/gcd.spec.ts @@ -0,0 +1,16 @@ +import 'mocha'; +import { expect } from 'chai'; +import { gcd } from '../../../../src/ts/index'; + +describe('GCD', () => { + + it('returns the gcd between two numbers', () => { + + expect(gcd(1, 0)).to.equal(0); + expect(gcd(1, 1)).to.equal(1); + expect(gcd(2, 2)).to.equal(2); + expect(gcd(2, 4)).to.equal(2); + expect(gcd(2, 3)).to.equal(1); + expect(gcd(10, 1000)).to.equal(10); + }); +}); diff --git a/test/ts/algorithms/math/greatest-difference.spec.ts b/test/ts/algorithms/math/greatest-difference.spec.ts new file mode 100644 index 00000000..889e4ef6 --- /dev/null +++ b/test/ts/algorithms/math/greatest-difference.spec.ts @@ -0,0 +1,14 @@ +import 'mocha'; +import { expect } from 'chai'; +import { greatestDifference } from '../../../../src/ts/index'; + +describe('Greatest Difference', () => { + + it('returns the gcd between two numbers', () => { + + expect(greatestDifference([5, 6, 7, 2, 10])).to.equal(8); + expect(greatestDifference([1, 2, 4])).to.equal(3); + expect(greatestDifference([1, 3])).to.equal(2); + + }); +}); diff --git a/test/ts/algorithms/math/lcm.spec.ts b/test/ts/algorithms/math/lcm.spec.ts new file mode 100644 index 00000000..2262161c --- /dev/null +++ b/test/ts/algorithms/math/lcm.spec.ts @@ -0,0 +1,16 @@ +import 'mocha'; +import { expect } from 'chai'; +import { lcm } from '../../../../src/ts/index'; + +describe('LCM', () => { + + it('returns the lcm between two numbers', () => { + + expect(lcm(0, 0)).to.equal(0); + expect(lcm(1, 1)).to.equal(1); + expect(lcm(1, 2)).to.equal(2); + expect(lcm(2, 4)).to.equal(4); + expect(lcm(2, 3)).to.equal(6); + + }); +}); diff --git a/test/ts/algorithms/math/primality-test.spec.ts b/test/ts/algorithms/math/primality-test.spec.ts new file mode 100644 index 00000000..36680623 --- /dev/null +++ b/test/ts/algorithms/math/primality-test.spec.ts @@ -0,0 +1,30 @@ +import 'mocha'; +import { expect } from 'chai'; +import { isPrime, testPrime, isPrime2 } from '../../../../src/ts/index'; + +describe('Primality Tests', () => { + + it('returns if the number is prime or not - isPrime', () => { + testIsPrime(isPrime); + }); + + it('returns if the number is prime or not - testPrime', () => { + testIsPrime(testPrime); + }); + + it('returns if the number is prime or not - isPrime2', () => { + testIsPrime(isPrime2); + }); + + function testIsPrime(primeFunction: Function) { + expect(primeFunction(-1)).to.equal(false); + expect(primeFunction(0)).to.equal(false); + expect(primeFunction(1)).to.equal(false); + expect(primeFunction(2)).to.equal(true); + expect(primeFunction(3)).to.equal(true); + expect(primeFunction(4)).to.equal(false); + expect(primeFunction(5)).to.equal(true); + expect(primeFunction(10)).to.equal(false); + expect(primeFunction(113)).to.equal(true); + } +}); diff --git a/test/ts/algorithms/math/sieve-eratosthenes.spec.ts b/test/ts/algorithms/math/sieve-eratosthenes.spec.ts new file mode 100644 index 00000000..1cd31c2d --- /dev/null +++ b/test/ts/algorithms/math/sieve-eratosthenes.spec.ts @@ -0,0 +1,17 @@ +import 'mocha'; +import { expect } from 'chai'; +import { sieveOfEratosthenes } from '../../../../src/ts/index'; + +describe('Sieve Of Eratosthene', () => { + + it('returns the prime numbers', () => { + + expect(sieveOfEratosthenes(0)).to.deep.equal([]); + expect(sieveOfEratosthenes(1)).to.deep.equal([]); + expect(sieveOfEratosthenes(2)).to.deep.equal([2]); + expect(sieveOfEratosthenes(3)).to.deep.equal([2, 3]); + expect(sieveOfEratosthenes(4)).to.deep.equal([2, 3]); + expect(sieveOfEratosthenes(5)).to.deep.equal([2, 3, 5]); + + }); +}); diff --git a/test/ts/algorithms/search/search-algorithms-tests.ts b/test/ts/algorithms/search/search-algorithms-tests.ts index 05d1d88d..dd590f5d 100644 --- a/test/ts/algorithms/search/search-algorithms-tests.ts +++ b/test/ts/algorithms/search/search-algorithms-tests.ts @@ -39,6 +39,14 @@ export function testSearchAlgorithm( expect(searchAlgorithm(array, SIZE)).to.equal(SIZE - 1); }); + it('finds value at different positions', () => { + const array = createSortedArray(); + + for (let value = 1; value <= SIZE; value++) { + expect(searchAlgorithm(array, value)).to.equal(value - 1); + } + }); + if (config.customEquals) { it('finds value with custom equals function', () => { const array = [{ key: 1 }, { key: 2 }, { key: 3 }]; diff --git a/test/ts/data-structures/heap.spec.ts b/test/ts/data-structures/heap.spec.ts index 7296bf63..6a543fcd 100644 --- a/test/ts/data-structures/heap.spec.ts +++ b/test/ts/data-structures/heap.spec.ts @@ -1,8 +1,6 @@ import 'mocha'; -// import { expect } from 'chai'; -import { MinHeap } from '../../../src/ts/index'; -import { MaxHeap } from '../../../src/ts/data-structures/heap'; -import heapSort from '../../../src/ts/algorithms/sorting/heap-sort'; +import { expect } from 'chai'; +import { MinHeap, heapSort } from '../../../src/ts/index'; describe('Heap', () => { let heap: MinHeap; @@ -11,41 +9,67 @@ describe('Heap', () => { heap = new MinHeap(); }); - it('starts empty', () => { - + it('starts empty MinHeap', () => { + expect(heap.size()).to.equal(0); + expect(heap.isEmpty()).to.equal(true); }); - it('inserts elements in the AVLTree', () => { - - heap.insert(3); - heap.insert(2); - heap.insert(1); - heap.insert(4); + it('inserts values in the MinHeap', () => { + const resultArray = []; + for (let i = 1; i < 10; i++) { + resultArray.push(i); + heap.insert(i); + expect(heap.getAsArray()).to.deep.equal(resultArray); + } + }); - heap.extract(); - heap.extract(); - heap.extract(); - heap.extract(); + it('finds the min value from the MinHeap', () => { + const resultArray = []; + for (let i = 10; i >= 1; i--) { + resultArray.push(i); + heap.insert(i); + expect(heap.findMinimum()).to.equal(i); + } + }); - heap.isEmpty(); + it('performs heapify in the MinHeap', () => { + const resultArray = []; + for (let i = 10; i >= 1; i--) { + resultArray.push(i); + } + expect(heap.heapify(resultArray)).to.deep.equal(resultArray); + }); - const maxHeap = new MaxHeap(); - maxHeap.insert(3); - maxHeap.insert(2); - maxHeap.insert(1); - maxHeap.insert(4); + it('extracts the min value from the MinHeap', () => { + let resultArray = []; + for (let i = 1; i < 10; i++) { + resultArray.push(i); + heap.insert(i); + expect(heap.getAsArray()).to.deep.equal(resultArray); + } - maxHeap.extract(); - maxHeap.extract(); - maxHeap.extract(); - maxHeap.extract(); + resultArray = [ + [], + [2, 4, 3, 8, 5, 6, 7, 9], + [3, 4, 6, 8, 5, 9, 7], + [4, 5, 6, 8, 7, 9], + [5, 7, 6, 8, 9], + [6, 7, 9, 8], + [7, 8, 9], + [8, 9], + [9], + [] + ]; - maxHeap.isEmpty(); + for (let i = 1; i < 10; i++) { + expect(heap.extract()).to.equal(i); + expect(heap.getAsArray()).to.deep.equal(resultArray[i]); + } }); it('Heap Sort', () => { const array = [3, 2, 5, 6, 1, 7, 8, 9]; - heapSort(array); + expect(heapSort(array)).to.deep.equal([1, 2, 3, 5, 6, 7, 8, 9]); }); }); diff --git a/test/ts/data-structures/red-black-tree.spec.ts b/test/ts/data-structures/red-black-tree.spec.ts new file mode 100644 index 00000000..d5091f86 --- /dev/null +++ b/test/ts/data-structures/red-black-tree.spec.ts @@ -0,0 +1,113 @@ +import { Colors } from './../../../src/ts/data-structures/models/red-black-node'; +import 'mocha'; +import { expect } from 'chai'; +import { RedBlackTree } from '../../../src/ts/index'; +import { RedBlackNode } from '../../../src/ts/data-structures/models/red-black-node'; + +describe('RedBlackTree', () => { + let tree: RedBlackTree; + + beforeEach(() => { + tree = new RedBlackTree(); + }); + + it('starts empty', () => { + expect(tree.getRoot()).to.equal(undefined); + }); + + it('inserts elements in the RedBlackTree', () => { + expect(tree.getRoot()).to.equal(undefined); + + let node; + + tree.insert(1); + assertNode(tree.getRoot(), 1, Colors.BLACK); + + tree.insert(2); + assertNode(tree.getRoot(), 1, Colors.BLACK); + assertNode(tree.getRoot().right, 2, Colors.RED); + + tree.insert(3); + assertNode(tree.getRoot(), 2, Colors.BLACK); + assertNode(tree.getRoot().right, 3, Colors.RED); + assertNode(tree.getRoot().left, 1, Colors.RED); + + tree.insert(4); + assertNode(tree.getRoot(), 2, Colors.BLACK); + assertNode(tree.getRoot().left, 1, Colors.BLACK); + assertNode(tree.getRoot().right, 3, Colors.BLACK); + assertNode(tree.getRoot().right.right, 4, Colors.RED); + + tree.insert(5); + assertNode(tree.getRoot(), 2, Colors.BLACK); + assertNode(tree.getRoot().left, 1, Colors.BLACK); + node = tree.getRoot().right; + assertNode(node, 4, Colors.BLACK); + assertNode(node.left, 3, Colors.RED); + assertNode(node.right, 5, Colors.RED); + + tree.insert(6); + assertNode(tree.getRoot(), 2, Colors.BLACK); + assertNode(tree.getRoot().left, 1, Colors.BLACK); + node = tree.getRoot().right; + assertNode(node, 4, Colors.RED); + assertNode(node.left, 3, Colors.BLACK); + assertNode(node.right, 5, Colors.BLACK); + assertNode(node.right.right, 6, Colors.RED); + + tree.insert(7); + assertNode(tree.getRoot(), 2, Colors.BLACK); + assertNode(tree.getRoot().left, 1, Colors.BLACK); + node = tree.getRoot().right; + assertNode(node, 4, Colors.RED); + assertNode(node.left, 3, Colors.BLACK); + assertNode(node.right, 6, Colors.BLACK); + assertNode(node.right.right, 7, Colors.RED); + assertNode(node.right.left, 5, Colors.RED); + + tree.insert(8); + assertNode(tree.getRoot(), 4, Colors.BLACK); + node = tree.getRoot().left; + assertNode(node, 2, Colors.RED); + assertNode(node.left, 1, Colors.BLACK); + assertNode(node.right, 3, Colors.BLACK); + node = tree.getRoot().right; + assertNode(node, 6, Colors.RED); + assertNode(node.left, 5, Colors.BLACK); + assertNode(node.right, 7, Colors.BLACK); + assertNode(node.right.right, 8, Colors.RED); + + tree.insert(9); + assertNode(tree.getRoot(), 4, Colors.BLACK); + node = tree.getRoot().left; + assertNode(node, 2, Colors.RED); + assertNode(node.left, 1, Colors.BLACK); + assertNode(node.right, 3, Colors.BLACK); + node = tree.getRoot().right; + assertNode(node, 6, Colors.RED); + assertNode(node.left, 5, Colors.BLACK); + assertNode(node.right, 8, Colors.BLACK); + assertNode(node.right.left, 7, Colors.RED); + assertNode(node.right.right, 9, Colors.RED); + + tree.insert(10); + assertNode(tree.getRoot(), 4, Colors.BLACK); + node = tree.getRoot().left; + assertNode(node, 2, Colors.BLACK); + assertNode(node.left, 1, Colors.BLACK); + assertNode(node.right, 3, Colors.BLACK); + node = tree.getRoot().right; + assertNode(node, 6, Colors.BLACK); + assertNode(node.left, 5, Colors.BLACK); + assertNode(node.right, 8, Colors.RED); + assertNode(node.right.left, 7, Colors.BLACK); + assertNode(node.right.right, 9, Colors.BLACK); + assertNode(node.right.right.right, 10, Colors.RED); + + }); + + function assertNode(node: RedBlackNode, key: number, color: Colors) { + expect(node.color).to.equal(color); + expect(node.key).to.equal(key); + } +}); diff --git a/webpack.config.js b/webpack.config.js index f7cdebe0..6d033ef4 100644 --- a/webpack.config.js +++ b/webpack.config.js @@ -1,7 +1,7 @@ // @ts-check /* eslint-disable */ const webpack = require('webpack'); -const UglifyJsPlugin = webpack.optimize.UglifyJsPlugin; +const UglifyJsPlugin = require('uglifyjs-webpack-plugin');; const path = require('path'); const env = require('yargs').argv.env; @@ -11,7 +11,7 @@ let plugins = [], outputFile; if (env === 'build') { - plugins.push(new UglifyJsPlugin({ minimize: true })); + // plugins.push(new UglifyJsPlugin({ minimize: true })); outputFile = libraryName + '.min.js'; } else { outputFile = libraryName + '.js'; @@ -40,7 +40,17 @@ const config = { modules: [path.resolve('./node_modules'), path.resolve('./src/js')], extensions: ['.json', '.js'] }, - plugins: plugins + optimization: { + minimizer: [ + // we specify a custom UglifyJsPlugin here to get source maps in production + new UglifyJsPlugin({ + cache: true, + parallel: true, + sourceMap: true + }) + ] + } + // plugins: plugins }; module.exports = config;