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/.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 aa17055a..96845564 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ 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) +[![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) @@ -12,8 +12,8 @@ Source code of **Learning JavaScript Data Structures and Algorithms** book, thir ## List of available chapters: -* 01: [JavaScript: a quick overview](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter01) -* 02: [ECMAScript and TypeScript Introduction](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter02) +* 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) @@ -61,8 +61,8 @@ Source code of **Learning JavaScript Data Structures and Algorithms** book, thir ## 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` @@ -70,7 +70,7 @@ Source code of **Learning JavaScript Data Structures and Algorithms** book, thir * 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) @@ -82,7 +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: @@ -100,6 +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 f3775d20..b7d4c0c6 100644 --- a/examples/PacktDataStructuresAlgorithms.min.js +++ b/examples/PacktDataStructuresAlgorithms.min.js @@ -1,2 +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()}(window,function(){return function(e){var t={};function n(r){if(t[r])return t[r].exports;var i=t[r]={i:r,l:!1,exports:{}};return e[r].call(i.exports,i,i.exports,n),i.l=!0,i.exports}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","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","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 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 // console.log('lcs: ' + 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 printSolution(solution, wordX, m, n);\n return l[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","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","// 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 { ratInAMaze } from './algorithms/backtracking/rat-in-maze';\nexport { sudokuSolver } from './algorithms/backtracking/sudoku-solver';\n"],"sourceRoot":""} \ No newline at end of file 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Compare.LESS_THAN : Compare.BIGGER_THAN;\n}\n\nexport function defaultEquals(a, b) {\n return a === b;\n}\n\nexport function defaultToString(item) {\n if (item === null) {\n return 'NULL';\n } else if (item === undefined) {\n return 'UNDEFINED';\n } else if (typeof item === 'string' || item instanceof String) {\n return `${item}`;\n }\n return item.toString();\n}\n\nexport function swap(array, a, b) {\n /* const temp = array[a];\n array[a] = array[b];\n array[b] = temp; */\n [array[a], array[b]] = [array[b], array[a]];\n}\nexport function reverseCompare(compareFn) {\n return (a, b) => compareFn(b, a);\n}\n\nexport function defaultDiff(a, b) {\n return Number(a) - Number(b);\n}\n","export class ValuePair {\n constructor(key, value) {\n this.key = key;\n this.value = value;\n }\n toString() {\n return `[#${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/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/chapter12/04-Dijkstra.js b/examples/chapter12/04-Dijkstra.js index fbba7ec1..dfa58854 100644 --- a/examples/chapter12/04-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/chapter14/07-LongestCommonSubsequenceDP.js b/examples/chapter14/07-LongestCommonSubsequenceDP.js index e69de29b..75e86015 100644 --- a/examples/chapter14/07-LongestCommonSubsequenceDP.js +++ 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.js b/examples/chapter14/08-LongestCommonSubsequenceRecursive.js index e69de29b..63c2daf7 100644 --- a/examples/chapter14/08-LongestCommonSubsequenceRecursive.js +++ 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.js b/examples/chapter14/09-MatrixChainMultiplicationDP.js index e69de29b..50e92fd5 100644 --- a/examples/chapter14/09-MatrixChainMultiplicationDP.js +++ 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.js b/examples/chapter14/10-MatrixChainMultiplicationRecursive.js index e69de29b..97245276 100644 --- a/examples/chapter14/10-MatrixChainMultiplicationRecursive.js +++ 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/chapter14/13-IntroFunctionalProgramming.js b/examples/chapter14/13-IntroFunctionalProgramming.js index e69de29b..692bebd6 100644 --- a/examples/chapter14/13-IntroFunctionalProgramming.js +++ 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/index.html b/examples/index.html index f0fb0263..7e3e6629 100644 --- a/examples/index.html +++ b/examples/index.html @@ -194,15 +194,18 @@
-
-
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- -
+
+
+
+
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"to-fast-properties": "1.0.3" + "babel-runtime": "^6.26.0", + "esutils": "^2.0.2", + "lodash": "^4.17.4", + "to-fast-properties": "^1.0.3" } }, "babylon": { @@ -7214,13 +5512,13 @@ "bundled": true, "dev": true, "requires": { - "cache-base": "1.0.1", - "class-utils": "0.3.6", - "component-emitter": "1.2.1", - "define-property": "1.0.0", - "isobject": "3.0.1", - "mixin-deep": "1.3.1", - "pascalcase": "0.1.1" + "cache-base": "^1.0.1", + "class-utils": "^0.3.5", + "component-emitter": "^1.2.1", + "define-property": "^1.0.0", + "isobject": "^3.0.1", + "mixin-deep": "^1.2.0", + "pascalcase": "^0.1.1" }, "dependencies": { "define-property": { @@ -7228,7 +5526,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "1.0.2" + "is-descriptor": "^1.0.0" } }, "is-accessor-descriptor": { @@ -7236,7 +5534,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-data-descriptor": { @@ -7244,7 +5542,7 @@ "bundled": true, "dev": true, "requires": 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+ "arr-union": "^3.1.0", + "define-property": "^0.2.5", + "isobject": "^3.0.0", + "static-extend": "^0.1.1" }, "dependencies": { "define-property": { @@ -7370,31 +5671,24 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "0.1.6" + "is-descriptor": "^0.1.0" } - }, - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true } } }, "cliui": { "version": "2.1.0", "bundled": true, - "dev": true, "optional": true, "requires": { - "center-align": "0.1.3", - "right-align": "0.1.3", + "center-align": "^0.1.1", + "right-align": "^0.1.1", "wordwrap": "0.0.2" }, "dependencies": { "wordwrap": { "version": "0.0.2", "bundled": true, - "dev": true, "optional": true } } @@ -7409,8 +5703,8 @@ "bundled": true, "dev": true, "requires": { - "map-visit": "1.0.0", - "object-visit": "1.0.1" + "map-visit": "^1.0.0", + "object-visit": "^1.0.0" } }, "commondir": { @@ -7439,7 +5733,7 @@ "dev": true }, "core-js": { - "version": "2.5.5", + "version": "2.5.6", "bundled": true, "dev": true }, @@ -7448,8 +5742,8 @@ "bundled": true, "dev": true, "requires": { - "lru-cache": "4.1.2", - "which": "1.3.0" + "lru-cache": "^4.0.1", + "which": "^1.2.9" } }, "debug": { @@ -7467,8 +5761,7 @@ }, "decamelize": { "version": "1.2.0", - "bundled": true, - "dev": true + "bundled": true }, "decode-uri-component": { "version": "0.2.0", @@ -7480,7 +5773,7 @@ "bundled": true, "dev": true, "requires": { - "strip-bom": "2.0.0" + "strip-bom": "^2.0.0" } }, "define-property": { @@ -7488,8 +5781,8 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "1.0.2", - "isobject": "3.0.1" + "is-descriptor": "^1.0.2", + "isobject": "^3.0.1" }, "dependencies": { "is-accessor-descriptor": { @@ -7497,7 +5790,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-data-descriptor": { @@ -7505,7 +5798,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-descriptor": { @@ -7513,16 +5806,11 @@ "bundled": true, "dev": true, "requires": { - "is-accessor-descriptor": "1.0.0", - "is-data-descriptor": "1.0.0", - "kind-of": "6.0.2" + "is-accessor-descriptor": "^1.0.0", + "is-data-descriptor": "^1.0.0", + "kind-of": "^6.0.2" } }, - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - }, "kind-of": { "version": "6.0.2", "bundled": true, @@ -7535,7 +5823,7 @@ "bundled": true, "dev": true, "requires": { - "repeating": "2.0.1" + "repeating": "^2.0.0" } }, "error-ex": { @@ -7543,7 +5831,7 @@ "bundled": true, "dev": true, "requires": { - "is-arrayish": "0.2.1" + "is-arrayish": "^0.2.1" } }, "escape-string-regexp": { @@ -7561,13 +5849,13 @@ "bundled": true, "dev": true, "requires": { - "cross-spawn": "5.1.0", - "get-stream": "3.0.0", - "is-stream": "1.1.0", - "npm-run-path": "2.0.2", - "p-finally": "1.0.0", - "signal-exit": "3.0.2", - "strip-eof": "1.0.0" + "cross-spawn": "^5.0.1", + "get-stream": "^3.0.0", + "is-stream": "^1.1.0", + "npm-run-path": "^2.0.0", + "p-finally": "^1.0.0", + "signal-exit": "^3.0.0", + "strip-eof": "^1.0.0" }, "dependencies": { "cross-spawn": { @@ -7575,27 +5863,43 @@ "bundled": true, "dev": true, "requires": { - "lru-cache": "4.1.2", - "shebang-command": "1.2.0", - "which": "1.3.0" + "lru-cache": "^4.0.1", + "shebang-command": "^1.2.0", + "which": "^1.2.9" } } } }, "expand-brackets": { - "version": "0.1.5", - "bundled": true, - "dev": true, - "requires": { - "is-posix-bracket": "0.1.1" - } - }, - "expand-range": { - "version": "1.8.2", + "version": "2.1.4", "bundled": true, "dev": true, "requires": { - "fill-range": "2.2.3" + "debug": "^2.3.3", + "define-property": "^0.2.5", + "extend-shallow": "^2.0.1", + "posix-character-classes": "^0.1.0", + "regex-not": "^1.0.0", + "snapdragon": "^0.8.1", + "to-regex": "^3.0.1" + }, + "dependencies": { + "define-property": { + "version": "0.2.5", + "bundled": true, + "dev": true, + "requires": { + "is-descriptor": "^0.1.0" + } + }, + "extend-shallow": { + "version": "2.0.1", + "bundled": true, + "dev": true, + "requires": { + "is-extendable": "^0.1.0" + } + } } }, "extend-shallow": { @@ -7603,8 +5907,8 @@ "bundled": true, "dev": true, "requires": { - "assign-symbols": "1.0.0", - "is-extendable": "1.0.1" + "assign-symbols": "^1.0.0", + "is-extendable": "^1.0.1" }, "dependencies": { "is-extendable": { @@ -7612,34 +5916,94 @@ "bundled": true, "dev": true, "requires": { - "is-plain-object": "2.0.4" + "is-plain-object": "^2.0.4" } } } }, "extglob": { - "version": "0.3.2", + "version": "2.0.4", "bundled": true, "dev": true, "requires": { - "is-extglob": "1.0.0" + "array-unique": "^0.3.2", + "define-property": "^1.0.0", + "expand-brackets": "^2.1.4", + "extend-shallow": "^2.0.1", + "fragment-cache": "^0.2.1", + "regex-not": "^1.0.0", + "snapdragon": "^0.8.1", + "to-regex": "^3.0.1" + }, + "dependencies": { + "define-property": { + "version": "1.0.0", + "bundled": true, + "dev": true, + "requires": { + "is-descriptor": "^1.0.0" + } + }, + "extend-shallow": { + "version": "2.0.1", + "bundled": true, + "dev": true, + "requires": { + "is-extendable": "^0.1.0" + } + }, + "is-accessor-descriptor": { + "version": "1.0.0", + "bundled": true, + "dev": true, + "requires": { + "kind-of": "^6.0.0" + } + }, + "is-data-descriptor": { + "version": "1.0.0", + "bundled": true, + "dev": true, + "requires": { + "kind-of": "^6.0.0" + } + }, + "is-descriptor": { + "version": "1.0.2", + "bundled": true, + "dev": true, + "requires": { + "is-accessor-descriptor": "^1.0.0", + "is-data-descriptor": "^1.0.0", + "kind-of": "^6.0.2" + } + }, + "kind-of": { + "version": "6.0.2", + "bundled": true, + "dev": true + } } }, - "filename-regex": { - "version": "2.0.1", - "bundled": true, - "dev": true - }, "fill-range": { - "version": "2.2.3", + "version": "4.0.0", "bundled": true, "dev": true, "requires": { - "is-number": "2.1.0", - "isobject": "2.1.0", - "randomatic": "1.1.7", - "repeat-element": "1.1.2", - "repeat-string": "1.6.1" + "extend-shallow": "^2.0.1", + "is-number": "^3.0.0", + "repeat-string": "^1.6.1", + "to-regex-range": "^2.1.0" + }, + "dependencies": { + "extend-shallow": { + "version": "2.0.1", + "bundled": true, + "dev": true, + "requires": { + "is-extendable": "^0.1.0" + } + } } }, "find-cache-dir": { @@ -7647,9 +6011,9 @@ "bundled": true, "dev": true, "requires": { - "commondir": "1.0.1", - "mkdirp": "0.5.1", - "pkg-dir": "1.0.0" + "commondir": "^1.0.1", + "mkdirp": "^0.5.1", + "pkg-dir": "^1.0.0" } }, "find-up": { @@ -7657,7 +6021,7 @@ "bundled": true, "dev": true, "requires": { - "locate-path": "2.0.0" + "locate-path": "^2.0.0" } }, "for-in": { @@ -7665,21 +6029,13 @@ "bundled": true, "dev": true }, - "for-own": { - "version": "0.1.5", - "bundled": true, - "dev": true, - "requires": { - "for-in": "1.0.2" - } - }, "foreground-child": { "version": "1.5.6", "bundled": true, "dev": true, "requires": { - "cross-spawn": "4.0.2", - "signal-exit": "3.0.2" + "cross-spawn": "^4", + "signal-exit": "^3.0.0" } }, "fragment-cache": { @@ -7687,7 +6043,7 @@ "bundled": true, "dev": true, "requires": { - "map-cache": "0.2.2" + "map-cache": "^0.2.2" } }, "fs.realpath": { @@ -7715,29 +6071,12 @@ "bundled": true, "dev": true, "requires": { - "fs.realpath": "1.0.0", - "inflight": "1.0.6", - "inherits": "2.0.3", - "minimatch": "3.0.4", - "once": "1.4.0", - "path-is-absolute": "1.0.1" - } - }, - "glob-base": { - "version": "0.3.0", - "bundled": true, - "dev": true, - "requires": { - "glob-parent": "2.0.0", - "is-glob": "2.0.1" - } - }, - "glob-parent": { - "version": "2.0.0", - "bundled": true, - "dev": true, - "requires": { - "is-glob": "2.0.1" + "fs.realpath": "^1.0.0", + "inflight": "^1.0.4", + "inherits": "2", + "minimatch": "^3.0.4", + "once": "^1.3.0", + "path-is-absolute": "^1.0.0" } }, "globals": { @@ -7750,33 +6089,12 @@ "bundled": true, "dev": true }, - "handlebars": { - "version": "4.0.11", - "bundled": true, - "dev": true, - "requires": { - "async": "1.5.2", - "optimist": "0.6.1", - "source-map": "0.4.4", - "uglify-js": "2.8.29" - }, - "dependencies": { - "source-map": { - "version": "0.4.4", - "bundled": true, - "dev": true, - "requires": { - "amdefine": "1.0.1" - } - } - } - }, "has-ansi": { "version": "2.0.0", "bundled": true, "dev": true, "requires": { - "ansi-regex": "2.1.1" + "ansi-regex": "^2.0.0" } }, "has-flag": { @@ -7789,16 +6107,9 @@ "bundled": true, "dev": true, "requires": { - "get-value": "2.0.6", - "has-values": "1.0.0", - "isobject": "3.0.1" - }, - "dependencies": { - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - } + "get-value": "^2.0.6", + "has-values": "^1.0.0", + "isobject": "^3.0.0" } }, "has-values": { @@ -7806,43 +6117,20 @@ "bundled": true, "dev": true, "requires": { - "is-number": "3.0.0", - "kind-of": "4.0.0" + "is-number": "^3.0.0", + "kind-of": "^4.0.0" }, "dependencies": { - "is-number": { - "version": "3.0.0", - "bundled": true, - "dev": true, - "requires": { - "kind-of": "3.2.2" - }, - "dependencies": { - "kind-of": { - "version": "3.2.2", - "bundled": true, - "dev": true, - "requires": { - "is-buffer": "1.1.6" - } - } - } - }, "kind-of": { "version": "4.0.0", "bundled": true, "dev": true, "requires": { - "is-buffer": "1.1.6" + "is-buffer": "^1.1.5" } } } }, - "hosted-git-info": { - "version": "2.6.0", - "bundled": true, - "dev": true - }, "imurmurhash": { "version": "0.1.4", "bundled": true, @@ -7853,8 +6141,8 @@ "bundled": true, "dev": true, "requires": { - "once": "1.4.0", - "wrappy": "1.0.2" + "once": "^1.3.0", + "wrappy": "1" } }, "inherits": { @@ -7867,7 +6155,7 @@ "bundled": true, "dev": true, "requires": { - "loose-envify": "1.3.1" + "loose-envify": "^1.0.0" } }, "invert-kv": { @@ -7880,7 +6168,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" } }, "is-arrayish": { @@ -7890,15 +6178,14 @@ }, "is-buffer": { "version": "1.1.6", - "bundled": true, - "dev": true + "bundled": true }, "is-builtin-module": { "version": "1.0.0", "bundled": true, "dev": true, "requires": { - "builtin-modules": "1.1.1" + "builtin-modules": "^1.0.0" } }, "is-data-descriptor": { @@ -7906,7 +6193,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" } }, "is-descriptor": { @@ -7914,9 +6201,9 @@ "bundled": true, "dev": true, "requires": { - "is-accessor-descriptor": "0.1.6", - "is-data-descriptor": "0.1.4", - "kind-of": "5.1.0" + "is-accessor-descriptor": "^0.1.6", + "is-data-descriptor": "^0.1.4", + "kind-of": "^5.0.0" }, "dependencies": { "kind-of": { @@ -7926,35 +6213,17 @@ } } }, - "is-dotfile": { - "version": "1.0.3", - "bundled": true, - "dev": true - }, - "is-equal-shallow": { - "version": "0.1.3", - "bundled": true, - "dev": true, - "requires": { - "is-primitive": "2.0.0" - } - }, "is-extendable": { "version": "0.1.1", "bundled": true, "dev": true }, - "is-extglob": { - "version": "1.0.0", - "bundled": true, - "dev": true - }, "is-finite": { "version": "1.0.2", "bundled": true, "dev": true, "requires": { - "number-is-nan": "1.0.1" + "number-is-nan": "^1.0.0" } }, "is-fullwidth-code-point": { @@ -7962,20 +6231,12 @@ "bundled": true, "dev": true }, - "is-glob": { - "version": "2.0.1", - "bundled": true, - "dev": true, - "requires": { - "is-extglob": "1.0.0" - } - }, "is-number": { - "version": "2.1.0", + "version": "3.0.0", "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" } }, "is-odd": { @@ -7983,7 +6244,7 @@ "bundled": true, "dev": true, "requires": { - "is-number": "4.0.0" + "is-number": "^4.0.0" }, "dependencies": { "is-number": { @@ -7998,26 +6259,9 @@ "bundled": true, "dev": true, "requires": { - "isobject": "3.0.1" - }, - "dependencies": { - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - } + "isobject": "^3.0.1" } }, - "is-posix-bracket": { - "version": "0.1.1", - "bundled": true, - "dev": true - }, - "is-primitive": { - "version": "2.0.0", - "bundled": true, - "dev": true - }, "is-stream": { "version": "1.1.0", "bundled": true, @@ -8044,12 +6288,9 @@ "dev": true }, "isobject": { - "version": "2.1.0", + "version": "3.0.1", "bundled": true, - "dev": true, - "requires": { - "isarray": "1.0.0" - } + "dev": true }, "istanbul-lib-coverage": { "version": "1.2.0", @@ -8061,7 +6302,7 @@ "bundled": true, "dev": true, "requires": { - "append-transform": "0.4.0" + "append-transform": "^0.4.0" } }, "istanbul-lib-instrument": { @@ -8069,13 +6310,13 @@ "bundled": true, "dev": true, "requires": { - "babel-generator": "6.26.1", - "babel-template": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0", - "babylon": "6.18.0", - "istanbul-lib-coverage": "1.2.0", - "semver": "5.5.0" + "babel-generator": "^6.18.0", + "babel-template": "^6.16.0", + "babel-traverse": "^6.18.0", + "babel-types": "^6.18.0", + "babylon": "^6.18.0", + "istanbul-lib-coverage": "^1.2.0", + "semver": "^5.3.0" } }, "istanbul-lib-report": { @@ -8083,10 +6324,10 @@ "bundled": true, "dev": true, "requires": { - "istanbul-lib-coverage": "1.2.0", - "mkdirp": "0.5.1", - "path-parse": "1.0.5", - "supports-color": "3.2.3" + "istanbul-lib-coverage": "^1.1.2", + "mkdirp": "^0.5.1", + "path-parse": "^1.0.5", + "supports-color": "^3.1.2" }, "dependencies": { "supports-color": { @@ -8094,7 +6335,7 @@ "bundled": true, "dev": true, "requires": { - "has-flag": "1.0.0" + "has-flag": "^1.0.0" } } } @@ -8104,11 +6345,11 @@ "bundled": true, "dev": true, "requires": { - "debug": "3.1.0", - "istanbul-lib-coverage": "1.2.0", - "mkdirp": "0.5.1", - "rimraf": "2.6.2", - "source-map": "0.5.7" + "debug": "^3.1.0", + "istanbul-lib-coverage": "^1.1.2", + "mkdirp": "^0.5.1", + "rimraf": "^2.6.1", + "source-map": "^0.5.3" }, "dependencies": { "debug": { @@ -8126,7 +6367,7 @@ "bundled": true, "dev": true, "requires": { - "handlebars": "4.0.11" + "handlebars": "^4.0.3" } }, "js-tokens": { @@ -8142,15 +6383,13 @@ "kind-of": { "version": "3.2.2", "bundled": true, - "dev": true, "requires": { - "is-buffer": "1.1.6" + "is-buffer": "^1.1.5" } }, "lazy-cache": { "version": "1.0.4", "bundled": true, - "dev": true, "optional": true }, "lcid": { @@ -8158,7 +6397,7 @@ "bundled": true, "dev": true, "requires": { - "invert-kv": "1.0.0" + "invert-kv": "^1.0.0" } }, "load-json-file": { @@ -8166,11 +6405,11 @@ "bundled": true, "dev": true, "requires": { - "graceful-fs": "4.1.11", - "parse-json": "2.2.0", - "pify": "2.3.0", - "pinkie-promise": "2.0.1", - "strip-bom": "2.0.0" + "graceful-fs": "^4.1.2", + "parse-json": "^2.2.0", + "pify": "^2.0.0", + "pinkie-promise": "^2.0.0", + "strip-bom": "^2.0.0" } }, "locate-path": { @@ -8178,8 +6417,8 @@ "bundled": true, "dev": true, "requires": { - "p-locate": "2.0.0", - "path-exists": "3.0.0" + "p-locate": "^2.0.0", + "path-exists": "^3.0.0" }, "dependencies": { "path-exists": { @@ -8189,31 +6428,26 @@ } } }, - "lodash": { - "version": "4.17.5", - "bundled": true, - "dev": true - }, "longest": { "version": "1.0.1", "bundled": true, - "dev": true + "optional": true }, "loose-envify": { "version": "1.3.1", "bundled": true, "dev": true, "requires": { - "js-tokens": "3.0.2" + "js-tokens": "^3.0.0" } }, "lru-cache": { - "version": "4.1.2", + "version": "4.1.3", "bundled": true, "dev": true, "requires": { - "pseudomap": "1.0.2", - "yallist": "2.1.2" + "pseudomap": "^1.0.2", + "yallist": "^2.1.2" } }, "map-cache": { @@ -8226,7 +6460,7 @@ "bundled": true, "dev": true, "requires": { - "object-visit": "1.0.1" + "object-visit": "^1.0.0" } }, "md5-hex": { @@ -8234,7 +6468,7 @@ "bundled": true, "dev": true, "requires": { - "md5-o-matic": "0.1.1" + "md5-o-matic": "^0.1.1" } }, "md5-o-matic": { @@ -8247,7 +6481,7 @@ "bundled": true, "dev": true, "requires": { - "mimic-fn": "1.2.0" + "mimic-fn": "^1.0.0" } }, "merge-source-map": { @@ -8255,7 +6489,7 @@ "bundled": true, "dev": true, "requires": { - "source-map": "0.6.1" + "source-map": "^0.6.1" }, "dependencies": { "source-map": { @@ -8266,23 +6500,30 @@ } }, "micromatch": { - "version": "2.3.11", + "version": "3.1.10", "bundled": true, "dev": true, "requires": { - "arr-diff": "2.0.0", - "array-unique": "0.2.1", - "braces": "1.8.5", - "expand-brackets": "0.1.5", - "extglob": "0.3.2", - "filename-regex": "2.0.1", - "is-extglob": "1.0.0", - "is-glob": "2.0.1", - "kind-of": "3.2.2", - "normalize-path": "2.1.1", - "object.omit": "2.0.1", - "parse-glob": "3.0.4", - "regex-cache": "0.4.4" + "arr-diff": "^4.0.0", + "array-unique": "^0.3.2", + "braces": "^2.3.1", + "define-property": "^2.0.2", + "extend-shallow": "^3.0.2", + "extglob": "^2.0.4", + "fragment-cache": "^0.2.1", + "kind-of": "^6.0.2", + "nanomatch": "^1.2.9", + "object.pick": "^1.3.0", + "regex-not": "^1.0.0", + "snapdragon": "^0.8.1", + "to-regex": "^3.0.2" + }, + "dependencies": { + "kind-of": { + "version": "6.0.2", + "bundled": true, + "dev": true + } } }, "mimic-fn": { @@ -8295,21 +6536,20 @@ "bundled": true, "dev": true, "requires": { - "brace-expansion": "1.1.11" + "brace-expansion": "^1.1.7" } }, "minimist": { "version": "0.0.8", - "bundled": true, - "dev": true + "bundled": true }, "mixin-deep": { "version": "1.3.1", "bundled": true, "dev": true, "requires": { - "for-in": "1.0.2", - "is-extendable": "1.0.1" + "for-in": "^1.0.2", + "is-extendable": "^1.0.1" }, "dependencies": { "is-extendable": { @@ -8317,7 +6557,7 @@ "bundled": true, "dev": true, "requires": { - "is-plain-object": "2.0.4" + "is-plain-object": "^2.0.4" } } } @@ -8340,30 +6580,20 @@ "bundled": true, "dev": true, "requires": { - "arr-diff": "4.0.0", - "array-unique": "0.3.2", - "define-property": "2.0.2", - "extend-shallow": "3.0.2", - "fragment-cache": "0.2.1", - "is-odd": "2.0.0", - "is-windows": "1.0.2", - "kind-of": "6.0.2", - "object.pick": "1.3.0", - "regex-not": "1.0.2", - "snapdragon": "0.8.2", - "to-regex": "3.0.2" + "arr-diff": "^4.0.0", + "array-unique": "^0.3.2", + "define-property": "^2.0.2", + "extend-shallow": "^3.0.2", + "fragment-cache": "^0.2.1", + "is-odd": "^2.0.0", + "is-windows": "^1.0.2", + "kind-of": "^6.0.2", + "object.pick": "^1.3.0", + "regex-not": "^1.0.0", + "snapdragon": "^0.8.1", + "to-regex": "^3.0.1" }, "dependencies": { - "arr-diff": { - "version": "4.0.0", - "bundled": true, - "dev": true - }, - "array-unique": { - "version": "0.3.2", - "bundled": true, - "dev": true - }, "kind-of": { "version": "6.0.2", "bundled": true, @@ -8376,18 +6606,10 @@ "bundled": true, "dev": true, "requires": { - "hosted-git-info": "2.6.0", - "is-builtin-module": "1.0.0", - "semver": "5.5.0", - "validate-npm-package-license": "3.0.3" - } - }, - "normalize-path": { - "version": "2.1.1", - "bundled": true, - "dev": true, - "requires": { - "remove-trailing-separator": "1.1.0" + "hosted-git-info": "^2.1.4", + "is-builtin-module": "^1.0.0", + "semver": "2 || 3 || 4 || 5", + "validate-npm-package-license": "^3.0.1" } }, "npm-run-path": { @@ -8395,7 +6617,7 @@ "bundled": true, "dev": true, "requires": { - "path-key": "2.0.1" + "path-key": "^2.0.0" } }, "number-is-nan": { @@ -8413,9 +6635,9 @@ "bundled": true, "dev": true, "requires": { - "copy-descriptor": "0.1.1", - "define-property": "0.2.5", - "kind-of": "3.2.2" + "copy-descriptor": "^0.1.0", + "define-property": "^0.2.5", + "kind-of": "^3.0.3" }, "dependencies": { "define-property": { @@ -8423,7 +6645,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "0.1.6" + "is-descriptor": "^0.1.0" } } } @@ -8433,23 +6655,7 @@ "bundled": true, "dev": true, "requires": { - "isobject": "3.0.1" - }, - "dependencies": { - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - } - } - }, - "object.omit": { - "version": "2.0.1", - "bundled": true, - "dev": true, - "requires": { - "for-own": "0.1.5", - "is-extendable": "0.1.1" + "isobject": "^3.0.0" } }, "object.pick": { @@ -8457,14 +6663,7 @@ "bundled": true, "dev": true, "requires": { - "isobject": "3.0.1" - }, - "dependencies": { - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - } + "isobject": "^3.0.1" } }, "once": { @@ -8472,16 +6671,15 @@ "bundled": true, "dev": true, "requires": { - "wrappy": "1.0.2" + "wrappy": "1" } }, "optimist": { "version": "0.6.1", "bundled": true, - "dev": true, "requires": { - "minimist": "0.0.8", - "wordwrap": "0.0.3" + "minimist": "~0.0.1", + "wordwrap": "~0.0.2" } }, "os-homedir": { @@ -8494,9 +6692,9 @@ "bundled": true, "dev": true, "requires": { - "execa": "0.7.0", - "lcid": "1.0.0", - "mem": "1.1.0" + "execa": "^0.7.0", + "lcid": "^1.0.0", + "mem": "^1.1.0" } }, "p-finally": { @@ -8509,7 +6707,7 @@ "bundled": true, "dev": true, "requires": { - "p-try": "1.0.0" + "p-try": "^1.0.0" } }, "p-locate": { @@ -8517,7 +6715,7 @@ "bundled": true, "dev": true, "requires": { - "p-limit": "1.2.0" + "p-limit": "^1.1.0" } }, "p-try": { @@ -8525,23 +6723,12 @@ "bundled": true, "dev": true }, - "parse-glob": { - "version": "3.0.4", - "bundled": true, - "dev": true, - "requires": { - "glob-base": "0.3.0", - "is-dotfile": "1.0.3", - "is-extglob": "1.0.0", - "is-glob": "2.0.1" - } - }, "parse-json": { "version": "2.2.0", "bundled": true, "dev": true, "requires": { - "error-ex": "1.3.1" + "error-ex": "^1.2.0" } }, "pascalcase": { @@ -8554,7 +6741,7 @@ "bundled": true, "dev": true, "requires": { - "pinkie-promise": "2.0.1" + "pinkie-promise": "^2.0.0" } }, "path-is-absolute": { @@ -8577,9 +6764,9 @@ "bundled": true, "dev": true, "requires": { - "graceful-fs": "4.1.11", - "pify": "2.3.0", - "pinkie-promise": "2.0.1" + "graceful-fs": "^4.1.2", + "pify": "^2.0.0", + "pinkie-promise": "^2.0.0" } }, "pify": { @@ -8597,7 +6784,7 @@ "bundled": true, "dev": true, "requires": { - "pinkie": "2.0.4" + "pinkie": "^2.0.0" } }, "pkg-dir": { @@ -8605,7 +6792,7 @@ "bundled": true, "dev": true, "requires": { - "find-up": "1.1.2" + "find-up": "^1.0.0" }, "dependencies": { "find-up": { @@ -8613,8 +6800,8 @@ "bundled": true, "dev": true, "requires": { - "path-exists": "2.1.0", - "pinkie-promise": "2.0.1" + "path-exists": "^2.0.0", + "pinkie-promise": "^2.0.0" } } } @@ -8624,61 +6811,19 @@ "bundled": true, "dev": true }, - "preserve": { - "version": "0.2.0", - "bundled": true, - "dev": true - }, "pseudomap": { "version": "1.0.2", "bundled": true, "dev": true }, - "randomatic": { - "version": "1.1.7", - "bundled": true, - "dev": true, - "requires": { - "is-number": "3.0.0", - "kind-of": "4.0.0" - }, - "dependencies": { - "is-number": { - "version": "3.0.0", - "bundled": true, - "dev": true, - "requires": { - "kind-of": "3.2.2" - }, - "dependencies": { - "kind-of": { - "version": "3.2.2", - "bundled": true, - "dev": true, - "requires": { - "is-buffer": "1.1.6" - } - } - } - }, - "kind-of": { - "version": "4.0.0", - "bundled": true, - "dev": true, - "requires": { - "is-buffer": "1.1.6" - } - } - } - }, "read-pkg": { "version": "1.1.0", "bundled": true, "dev": true, "requires": { - "load-json-file": "1.1.0", - "normalize-package-data": "2.4.0", - "path-type": "1.1.0" + "load-json-file": "^1.0.0", + "normalize-package-data": "^2.3.2", + "path-type": "^1.0.0" } }, "read-pkg-up": { @@ -8686,8 +6831,8 @@ "bundled": true, "dev": true, "requires": { - "find-up": "1.1.2", - "read-pkg": "1.1.0" + "find-up": "^1.0.0", + "read-pkg": "^1.0.0" }, "dependencies": { "find-up": { @@ -8695,8 +6840,8 @@ "bundled": true, "dev": true, "requires": { - "path-exists": "2.1.0", - "pinkie-promise": "2.0.1" + "path-exists": "^2.0.0", + "pinkie-promise": "^2.0.0" } } } @@ -8706,28 +6851,15 @@ "bundled": true, "dev": true }, - "regex-cache": { - "version": "0.4.4", - "bundled": true, - "dev": true, - "requires": { - "is-equal-shallow": "0.1.3" - } - }, "regex-not": { "version": "1.0.2", "bundled": true, "dev": true, "requires": { - "extend-shallow": "3.0.2", - "safe-regex": "1.1.0" + "extend-shallow": "^3.0.2", + "safe-regex": "^1.1.0" } }, - "remove-trailing-separator": { - "version": "1.1.0", - "bundled": true, - "dev": true - }, "repeat-element": { "version": "1.1.2", "bundled": true, @@ -8735,15 +6867,14 @@ }, "repeat-string": { "version": "1.6.1", - "bundled": true, - "dev": true + "bundled": true }, "repeating": { "version": "2.0.1", "bundled": true, "dev": true, "requires": { - "is-finite": "1.0.2" + "is-finite": "^1.0.0" } }, "require-directory": { @@ -8774,10 +6905,9 @@ "right-align": { "version": "0.1.3", "bundled": true, - "dev": true, "optional": true, "requires": { - "align-text": "0.1.4" + "align-text": "^0.1.1" } }, "rimraf": { @@ -8785,7 +6915,7 @@ "bundled": true, "dev": true, "requires": { - "glob": "7.1.2" + "glob": "^7.0.5" } }, "safe-regex": { @@ -8793,7 +6923,7 @@ "bundled": true, "dev": true, "requires": { - "ret": "0.1.15" + "ret": "~0.1.10" } }, "semver": { @@ -8811,10 +6941,10 @@ "bundled": true, "dev": true, "requires": { - "extend-shallow": "2.0.1", - "is-extendable": "0.1.1", - "is-plain-object": "2.0.4", - "split-string": "3.1.0" + "extend-shallow": "^2.0.1", + "is-extendable": "^0.1.1", + "is-plain-object": "^2.0.3", + "split-string": "^3.0.1" }, "dependencies": { "extend-shallow": { @@ -8822,7 +6952,7 @@ "bundled": true, "dev": true, "requires": { - "is-extendable": "0.1.1" + "is-extendable": "^0.1.0" } } } @@ -8832,7 +6962,7 @@ "bundled": true, "dev": true, "requires": { - "shebang-regex": "1.0.0" + "shebang-regex": "^1.0.0" } }, "shebang-regex": { @@ -8855,14 +6985,14 @@ "bundled": true, "dev": true, "requires": { - "base": "0.11.2", - "debug": "2.6.9", - "define-property": "0.2.5", - "extend-shallow": "2.0.1", - "map-cache": "0.2.2", - "source-map": "0.5.7", - "source-map-resolve": "0.5.1", - "use": "3.1.0" + "base": "^0.11.1", + "debug": "^2.2.0", + "define-property": "^0.2.5", + "extend-shallow": "^2.0.1", + "map-cache": "^0.2.2", + "source-map": "^0.5.6", + "source-map-resolve": "^0.5.0", + "use": "^3.1.0" }, "dependencies": { "define-property": { @@ -8870,7 +7000,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "0.1.6" + "is-descriptor": "^0.1.0" } }, "extend-shallow": { @@ -8878,7 +7008,7 @@ "bundled": true, "dev": true, "requires": { - "is-extendable": "0.1.1" + "is-extendable": "^0.1.0" } } } @@ -8888,9 +7018,9 @@ "bundled": true, "dev": true, "requires": { - "define-property": "1.0.0", - "isobject": "3.0.1", - "snapdragon-util": "3.0.1" + "define-property": "^1.0.0", + "isobject": "^3.0.0", + "snapdragon-util": "^3.0.1" }, "dependencies": { "define-property": { @@ -8898,7 +7028,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "1.0.2" + "is-descriptor": "^1.0.0" } }, "is-accessor-descriptor": { @@ -8906,7 +7036,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-data-descriptor": { @@ -8914,7 +7044,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-descriptor": { @@ -8922,16 +7052,11 @@ "bundled": true, "dev": true, "requires": { - "is-accessor-descriptor": "1.0.0", - "is-data-descriptor": "1.0.0", - "kind-of": "6.0.2" + "is-accessor-descriptor": "^1.0.0", + "is-data-descriptor": "^1.0.0", + "kind-of": "^6.0.2" } }, - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - }, "kind-of": { "version": "6.0.2", "bundled": true, @@ -8944,24 +7069,23 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.2.0" } }, "source-map": { "version": "0.5.7", - "bundled": true, - "dev": true + "bundled": true }, "source-map-resolve": { "version": "0.5.1", "bundled": true, "dev": true, "requires": { - "atob": "2.1.0", - "decode-uri-component": "0.2.0", - "resolve-url": "0.2.1", - "source-map-url": "0.4.0", - "urix": "0.1.0" + "atob": "^2.0.0", + "decode-uri-component": "^0.2.0", + "resolve-url": "^0.2.1", + "source-map-url": "^0.4.0", + "urix": "^0.1.0" } }, "source-map-url": { @@ -8974,12 +7098,12 @@ "bundled": true, "dev": true, "requires": { - "foreground-child": "1.5.6", - "mkdirp": "0.5.1", - "os-homedir": "1.0.2", - "rimraf": "2.6.2", - "signal-exit": "3.0.2", - "which": "1.3.0" + "foreground-child": "^1.5.6", + "mkdirp": "^0.5.0", + "os-homedir": "^1.0.1", + "rimraf": "^2.6.2", + "signal-exit": "^3.0.2", + "which": "^1.3.0" } }, "spdx-correct": { @@ -8987,8 +7111,8 @@ "bundled": true, "dev": true, "requires": { - "spdx-expression-parse": "3.0.0", - "spdx-license-ids": "3.0.0" + "spdx-expression-parse": "^3.0.0", + "spdx-license-ids": "^3.0.0" } }, "spdx-exceptions": { @@ -9001,8 +7125,8 @@ "bundled": true, "dev": true, "requires": { - "spdx-exceptions": "2.1.0", - "spdx-license-ids": "3.0.0" + "spdx-exceptions": "^2.1.0", + "spdx-license-ids": "^3.0.0" } }, "spdx-license-ids": { @@ -9015,7 +7139,7 @@ "bundled": true, "dev": true, "requires": { - "extend-shallow": "3.0.2" + "extend-shallow": "^3.0.0" } }, "static-extend": { @@ -9023,8 +7147,8 @@ "bundled": true, "dev": true, "requires": { - "define-property": "0.2.5", - "object-copy": "0.1.0" + "define-property": "^0.2.5", + "object-copy": "^0.1.0" }, "dependencies": { "define-property": { @@ -9032,7 +7156,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "0.1.6" + "is-descriptor": "^0.1.0" } } } @@ -9042,8 +7166,8 @@ "bundled": true, "dev": true, "requires": { - "is-fullwidth-code-point": "2.0.0", - "strip-ansi": "4.0.0" + "is-fullwidth-code-point": "^2.0.0", + "strip-ansi": "^4.0.0" }, "dependencies": { "ansi-regex": { @@ -9056,7 +7180,7 @@ "bundled": true, "dev": true, "requires": { - "ansi-regex": "3.0.0" + "ansi-regex": "^3.0.0" } } } @@ -9066,287 +7190,37 @@ "bundled": true, "dev": true, "requires": { - "ansi-regex": "2.1.1" - } - }, - "strip-bom": { - "version": "2.0.0", - "bundled": true, - "dev": true, - "requires": { - "is-utf8": "0.2.1" + "ansi-regex": "^2.0.0" } }, - "strip-eof": { - "version": "1.0.0", - "bundled": true, - "dev": true - }, - "supports-color": { - "version": "2.0.0", - "bundled": true, - "dev": true - }, - "test-exclude": { - "version": "4.2.1", - "bundled": true, - "dev": true, - "requires": { - "arrify": "1.0.1", - "micromatch": "3.1.10", - "object-assign": "4.1.1", - "read-pkg-up": "1.0.1", - "require-main-filename": "1.0.1" - }, - "dependencies": { - "arr-diff": { - "version": "4.0.0", - "bundled": true, - "dev": true - }, - "array-unique": { - "version": "0.3.2", - "bundled": true, - "dev": true - }, - "braces": { - "version": "2.3.2", - "bundled": true, - "dev": true, - "requires": { - "arr-flatten": "1.1.0", - "array-unique": "0.3.2", - "extend-shallow": "2.0.1", - "fill-range": "4.0.0", - "isobject": "3.0.1", - "repeat-element": "1.1.2", - "snapdragon": "0.8.2", - "snapdragon-node": "2.1.1", - "split-string": "3.1.0", - "to-regex": "3.0.2" - }, - "dependencies": { - "extend-shallow": { - "version": "2.0.1", - "bundled": true, - "dev": true, - "requires": { - "is-extendable": "0.1.1" - } - } - } - }, - "expand-brackets": { - "version": "2.1.4", - "bundled": true, - "dev": true, - "requires": { - "debug": "2.6.9", - "define-property": "0.2.5", - "extend-shallow": "2.0.1", - "posix-character-classes": "0.1.1", - "regex-not": "1.0.2", - "snapdragon": "0.8.2", - "to-regex": "3.0.2" - }, - "dependencies": { - "define-property": { - "version": "0.2.5", - "bundled": true, - "dev": true, - "requires": { - "is-descriptor": "0.1.6" - } - }, - "extend-shallow": { - "version": "2.0.1", - "bundled": true, - "dev": true, - "requires": { - "is-extendable": "0.1.1" - } - }, - "is-accessor-descriptor": { - "version": "0.1.6", - "bundled": true, - "dev": true, - "requires": { - "kind-of": "3.2.2" - }, - "dependencies": { - "kind-of": { - "version": "3.2.2", - "bundled": true, - "dev": true, - "requires": { - "is-buffer": "1.1.6" - } - } - } - }, - "is-data-descriptor": { - "version": "0.1.4", - "bundled": true, - "dev": true, - "requires": { - "kind-of": "3.2.2" - }, - "dependencies": { - "kind-of": { - "version": "3.2.2", - "bundled": true, - "dev": true, - "requires": { - "is-buffer": "1.1.6" - } - } - } - }, - "is-descriptor": { - "version": "0.1.6", - "bundled": true, - "dev": true, - "requires": { - "is-accessor-descriptor": "0.1.6", - "is-data-descriptor": "0.1.4", - "kind-of": "5.1.0" - } - }, - "kind-of": { - "version": "5.1.0", - "bundled": true, - "dev": true - } - } - }, - "extglob": { - "version": "2.0.4", - "bundled": true, - "dev": true, - "requires": { - "array-unique": "0.3.2", - "define-property": "1.0.0", - "expand-brackets": "2.1.4", - "extend-shallow": "2.0.1", - "fragment-cache": "0.2.1", - "regex-not": "1.0.2", - "snapdragon": "0.8.2", - "to-regex": "3.0.2" - }, - "dependencies": { - "define-property": { - "version": "1.0.0", - "bundled": true, - "dev": true, - "requires": { - "is-descriptor": "1.0.2" - } - }, - "extend-shallow": { - "version": "2.0.1", - "bundled": true, - "dev": true, - "requires": { - "is-extendable": "0.1.1" - } - } - } - }, - "fill-range": { - "version": "4.0.0", - "bundled": true, - "dev": true, - "requires": { - "extend-shallow": "2.0.1", - "is-number": "3.0.0", - "repeat-string": "1.6.1", - "to-regex-range": "2.1.1" - }, - "dependencies": { - "extend-shallow": { - "version": "2.0.1", - "bundled": true, - "dev": true, - "requires": { - "is-extendable": "0.1.1" - } - } - } - }, - "is-accessor-descriptor": { - "version": "1.0.0", - "bundled": true, - "dev": true, - "requires": { - "kind-of": "6.0.2" - } - }, - "is-data-descriptor": { - "version": "1.0.0", - "bundled": true, - "dev": true, - "requires": { - "kind-of": "6.0.2" - } - }, - "is-descriptor": { - "version": "1.0.2", - "bundled": true, - "dev": true, - "requires": { - "is-accessor-descriptor": "1.0.0", - "is-data-descriptor": "1.0.0", - "kind-of": "6.0.2" - } - }, - "is-number": { - "version": "3.0.0", - "bundled": true, - "dev": true, - "requires": { - "kind-of": "3.2.2" - }, - "dependencies": { - "kind-of": { - "version": "3.2.2", - "bundled": true, - "dev": true, - "requires": { - "is-buffer": "1.1.6" - } - } - } - }, - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - }, - "kind-of": { - "version": "6.0.2", - "bundled": true, - "dev": true - }, - "micromatch": { - "version": "3.1.10", - "bundled": true, - "dev": true, - "requires": { - "arr-diff": "4.0.0", - "array-unique": 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'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", @@ -57,29 +58,29 @@ "@types/chai": "^4.1.2", "@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": "11.7.1", - "ts-node": "^5.0.1", - "tslint": "^5.9.1", - "typescript": "^2.7.2", - "webpack": "^4.1.1", - "webpack-cli": "2.0.15", - "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": "^0.11.1" + "http-server": "^0.12.3" } } 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/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/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/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/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 0dbe9519..98795a16 100644 --- a/src/js/data-structures/binary-search-tree.js +++ b/src/js/data-structures/binary-search-tree.js @@ -6,6 +6,7 @@ export default class BinarySearchTree { this.compareFn = compareFn; 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) { @@ -94,9 +109,11 @@ export default class BinarySearchTree { } return current; } + remove(key) { this.root = this.removeNode(this.root, key); } + removeNode(node, key) { if (node == null) { return undefined; @@ -104,7 +121,7 @@ export default class BinarySearchTree { 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; } @@ -122,7 +139,7 @@ export default class BinarySearchTree { 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 d8c92044..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); @@ -24,12 +26,15 @@ export default class Graph { 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 044237e6..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 = []; } + findMinimum() { return this.isEmpty() ? undefined : this.heap[0]; } + insert(value) { if (value != null) { const index = this.heap.length; @@ -38,20 +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 + 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; } @@ -60,17 +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 + 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; @@ -83,6 +96,7 @@ export class MinHeap { this.siftDown(0); return removedValue; } + heapify(array) { if (array) { this.heap = array; @@ -93,6 +107,7 @@ export class MinHeap { } return this.heap; } + getAsArray() { return this.heap; } 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 70339215..33b4f371 100644 --- a/src/js/data-structures/models/node.js +++ b/src/js/data-structures/models/node.js @@ -4,6 +4,7 @@ export class Node { 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 096a418c..fa359f81 100644 --- a/src/js/index.js +++ b/src/js/index.js @@ -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'; @@ -92,5 +92,7 @@ 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/palindrome-checker.js b/src/js/others/palindrome-checker.js index 54210c7b..1551e26a 100644 --- a/src/js/others/palindrome-checker.js +++ b/src/js/others/palindrome-checker.js @@ -2,9 +2,9 @@ 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; } diff --git a/src/js/util.js b/src/js/util.js index f88d7bcd..9e780fba 100644 --- a/src/js/util.js +++ b/src/js/util.js @@ -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/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/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/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/models/red-black-node.ts b/src/ts/data-structures/models/red-black-node.ts index 20da6f60..76493d9e 100644 --- a/src/ts/data-structures/models/red-black-node.ts +++ b/src/ts/data-structures/models/red-black-node.ts @@ -19,12 +19,4 @@ export class RedBlackNode extends Node { isRed() { return this.color === Colors.RED; } - - flipColor() { - if (this.color === Colors.RED) { - this.color = Colors.BLACK; - } else { - this.color = Colors.RED; - } - } } diff --git a/src/ts/data-structures/red-black-tree.ts b/src/ts/data-structures/red-black-tree.ts index b58b71df..0d206e2f 100644 --- a/src/ts/data-structures/red-black-tree.ts +++ b/src/ts/data-structures/red-black-tree.ts @@ -111,7 +111,7 @@ export default class RedBlackTree extends BinarySearchTree { const uncle = grandParent.right; // case 1: uncle of node is also red - only recoloring - if (uncle && uncle.color === Colors.RED) { + if (uncle && uncle.isRed()) { grandParent.color = Colors.RED; parent.color = Colors.BLACK; uncle.color = Colors.BLACK; @@ -137,7 +137,7 @@ export default class RedBlackTree extends BinarySearchTree { const uncle = grandParent.left; // case 1: uncle is read - only recoloring - if (uncle && uncle.color === Colors.RED) { + if (uncle && uncle.isRed()) { grandParent.color = Colors.RED; parent.color = Colors.BLACK; uncle.color = Colors.BLACK; diff --git a/src/ts/index.ts b/src/ts/index.ts index 6a3ed6cb..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'; @@ -71,9 +73,20 @@ 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/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 index a93081e2..8aab4959 100644 --- a/test/js/algorithms/search/binary-search-recursive.spec.js +++ b/test/js/algorithms/search/binary-search-recursive.spec.js @@ -2,4 +2,3 @@ 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/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/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/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 index 0997bafd..de73ff47 100644 --- a/test/ts/algorithms/greedy/knapsack.spec.ts +++ b/test/ts/algorithms/greedy/knapsack.spec.ts @@ -2,8 +2,7 @@ import 'mocha'; import { expect } from 'chai'; import { knapSackGreedy } from '../../../../src/ts/index'; -describe('Min Coin Change Greedy', () => { - const SIZE = 100; +describe('KnapSack Greedy', () => { it('works with greedy approach', () => { const values = [3, 4, 5]; diff --git a/test/ts/algorithms/greedy/longest-common-subsequence.spec.ts b/test/ts/algorithms/greedy/longest-common-subsequence.spec.ts index e69de29b..82d4000a 100644 --- a/test/ts/algorithms/greedy/longest-common-subsequence.spec.ts +++ 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 index e69de29b..d6655752 100644 --- a/test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts +++ 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 index c16e4de0..946d19ff 100644 --- a/test/ts/algorithms/greedy/min-coin-change.spec.ts +++ b/test/ts/algorithms/greedy/min-coin-change.spec.ts @@ -4,8 +4,6 @@ import { minCoinChangeGreedy } from '../../../../src/ts/index'; describe('Min Coin Change Greedy', () => { - const SIZE = 100; - 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/red-black-tree.spec.ts b/test/ts/data-structures/red-black-tree.spec.ts index 8fefc0f5..d5091f86 100644 --- a/test/ts/data-structures/red-black-tree.spec.ts +++ b/test/ts/data-structures/red-black-tree.spec.ts @@ -2,6 +2,7 @@ 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; @@ -105,7 +106,7 @@ describe('RedBlackTree', () => { }); - function assertNode(node, key, color) { + function assertNode(node: RedBlackNode, key: number, color: Colors) { expect(node.color).to.equal(color); expect(node.key).to.equal(key); }