From 6dfdfe8af37359e255fc2319c1276a3890d265cc Mon Sep 17 00:00:00 2001 From: Christian Bender Date: Sun, 8 Apr 2018 16:43:13 +0200 Subject: [PATCH 01/96] removed unnecessary line in the function fibonacciMemoization(n) --- src/js/others/fibonacci.js | 1 - 1 file changed, 1 deletion(-) diff --git a/src/js/others/fibonacci.js b/src/js/others/fibonacci.js index 04de5e68..e0ded2f9 100644 --- a/src/js/others/fibonacci.js +++ b/src/js/others/fibonacci.js @@ -26,7 +26,6 @@ export function fibonacciMemoization(n) { const memo = [0, 1]; const fibonacciMem = num => { if (memo[num] != null) { return memo[num]; } - memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2); return (memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2)); }; return fibonacciMem(n); From f01534782c4b5bab829e37bc10d93ccfdfaafe9a Mon Sep 17 00:00:00 2001 From: loiane Date: Sun, 8 Apr 2018 12:00:29 -0400 Subject: [PATCH 02/96] backtracking algorithms --- src/ts/algorithms/backtracking/rat-in-maze.ts | 2 +- .../backtracking/rat-in-maze.spec.ts | 21 +++++++++++++++ .../backtracking/sudoku-solver.spec.ts | 26 +++++++++++++++++++ 3 files changed, 48 insertions(+), 1 deletion(-) create mode 100644 test/ts/algorithms/backtracking/rat-in-maze.spec.ts diff --git a/src/ts/algorithms/backtracking/rat-in-maze.ts b/src/ts/algorithms/backtracking/rat-in-maze.ts index 915c8b63..047d4982 100644 --- a/src/ts/algorithms/backtracking/rat-in-maze.ts +++ b/src/ts/algorithms/backtracking/rat-in-maze.ts @@ -8,7 +8,7 @@ export function ratInAMaze(maze: Array>) { } } - if (findPath(maze, 0, 0, solution) === false) { + if (findPath(maze, 0, 0, solution) === true) { return solution; } else { return 'NO PATH FOUND'; diff --git a/test/ts/algorithms/backtracking/rat-in-maze.spec.ts b/test/ts/algorithms/backtracking/rat-in-maze.spec.ts new file mode 100644 index 00000000..0a292984 --- /dev/null +++ b/test/ts/algorithms/backtracking/rat-in-maze.spec.ts @@ -0,0 +1,21 @@ +import 'mocha'; +import { expect } from 'chai'; +import { ratInAMaze } from '../../../../src/ts/index'; + +describe('Rat in a maze', () => { + it('rat in a maze solver', () => { + const maze = [ + [1, 0, 0, 0], + [1, 1, 1, 1], + [0, 0, 1, 0], + [0, 1, 1, 1] + ]; + const solution = [ + [1, 0, 0, 0], + [1, 1, 1, 0], + [0, 0, 1, 0], + [0, 0, 1, 1] + ]; + expect(ratInAMaze(maze)).to.deep.equal(solution); + }); +}); diff --git a/test/ts/algorithms/backtracking/sudoku-solver.spec.ts b/test/ts/algorithms/backtracking/sudoku-solver.spec.ts index 2b78a551..e747683b 100644 --- a/test/ts/algorithms/backtracking/sudoku-solver.spec.ts +++ b/test/ts/algorithms/backtracking/sudoku-solver.spec.ts @@ -28,4 +28,30 @@ describe('Sudoku Solver', () => { ]; expect(sudokuSolver(grid)).to.deep.equal(solution); }); + + it('sudoku solver 2', () => { + const grid = [ + [5, 3, 0, 0, 7, 0, 0, 0, 0], + [6, 0, 0, 1, 9, 5, 0, 0, 0], + [0, 9, 8, 0, 0, 0, 0, 6, 0], + [8, 0, 0, 0, 6, 0, 0, 0, 3], + [4, 0, 0, 8, 0, 3, 0, 0, 1], + [7, 0, 0, 0, 2, 0, 0, 0, 6], + [0, 6, 0, 0, 0, 0, 2, 8, 0], + [0, 0, 0, 4, 1, 9, 0, 0, 5], + [0, 0, 0, 0, 8, 0, 0, 7, 9] + ]; + const solution = [ + [5, 3, 4, 6, 7, 8, 9, 1, 2], + [6, 7, 2, 1, 9, 5, 3, 4, 8], + [1, 9, 8, 3, 4, 2, 5, 6, 7], + [8, 5, 9, 7, 6, 1, 4, 2, 3], + [4, 2, 6, 8, 5, 3, 7, 9, 1], + [7, 1, 3, 9, 2, 4, 8, 5, 6], + [9, 6, 1, 5, 3, 7, 2, 8, 4], + [2, 8, 7, 4, 1, 9, 6, 3, 5], + [3, 4, 5, 2, 8, 6, 1, 7, 9] + ]; + expect(sudokuSolver(grid)).to.deep.equal(solution); + }); }); From 7309191057cebb021611be335778e866aae8d0c7 Mon Sep 17 00:00:00 2001 From: Christian Bender Date: Sun, 8 Apr 2018 18:16:26 +0200 Subject: [PATCH 03/96] improved the algorithm --- src/js/others/balanced-symbols.js | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) diff --git a/src/js/others/balanced-symbols.js b/src/js/others/balanced-symbols.js index ef1435ad..8bf7a204 100644 --- a/src/js/others/balanced-symbols.js +++ b/src/js/others/balanced-symbols.js @@ -11,21 +11,23 @@ export function parenthesesChecker(symbols) { let top; while (index < symbols.length && balanced) { - symbol = symbols.charAt(index); + symbol = symbols[index]; if (opens.indexOf(symbol) >= 0) { stack.push(symbol); } else if (stack.isEmpty()) { balanced = false; } else { - top = stack.pop(); + // makes sure the stack isn't empty. + if (!stack.isEmpty()) { + top = stack.pop(); + } else { // error case + balanced = false; + } if (!(opens.indexOf(top) === closers.indexOf(symbol))) { balanced = false; } } index++; } - if (balanced && stack.isEmpty()) { - return true; - } - return false; + return balanced && stack.isEmpty(); } From dee0191427e720a2b48b374160c9a1d8c1976905 Mon Sep 17 00:00:00 2001 From: Christian Bender Date: Sun, 8 Apr 2018 18:24:39 +0200 Subject: [PATCH 04/96] removed a comment and moved some code. --- src/js/others/balanced-symbols.js | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/src/js/others/balanced-symbols.js b/src/js/others/balanced-symbols.js index 8bf7a204..60887593 100644 --- a/src/js/others/balanced-symbols.js +++ b/src/js/others/balanced-symbols.js @@ -17,15 +17,14 @@ export function parenthesesChecker(symbols) { } else if (stack.isEmpty()) { balanced = false; } else { - // makes sure the stack isn't empty. if (!stack.isEmpty()) { top = stack.pop(); + if (!(opens.indexOf(top) === closers.indexOf(symbol))) { + balanced = false; + } } else { // error case balanced = false; } - if (!(opens.indexOf(top) === closers.indexOf(symbol))) { - balanced = false; - } } index++; } From ba52bc924d16199d9c86b3fe3e1bcc45af610215 Mon Sep 17 00:00:00 2001 From: loiane Date: Sun, 8 Apr 2018 12:53:27 -0400 Subject: [PATCH 05/96] exported chapter 3 functions - closes #45 --- examples/PacktDataStructuresAlgorithms.min.js | 2 +- examples/PacktDataStructuresAlgorithms.min.js.map | 2 +- src/js/index.js | 10 +++++----- 3 files changed, 7 insertions(+), 7 deletions(-) diff --git a/examples/PacktDataStructuresAlgorithms.min.js b/examples/PacktDataStructuresAlgorithms.min.js index 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console.log('i = ' + i);\n }\n while (compareFn(array[j], pivot) === Compare.BIGGER_THAN) {\n j--;\n // console.log('j = ' + j);\n }\n if (i <= j) {\n // console.log('swap ' + array[i] + ' with ' + array[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 { 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 = null;\n this.right = null;\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 = null;\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 null;\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 = null;\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","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","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","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","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 memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2);\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 isEqual = true;\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 && isEqual) {\n firstChar = deque.removeFront();\n lastChar = deque.removeBack();\n if (firstChar !== lastChar) {\n isEqual = false;\n }\n }\n\n return isEqual;\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.charAt(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 if (balanced && stack.isEmpty()) {\n return true;\n }\n return false;\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 { default as hanoi } from './others/hanoi';\nexport { default as hanoiStack } from './others/hanoi';\nexport { default as baseConverter } from './others/base-converter';\nexport { default as decimalToBinary } from './others/base-converter';\nexport { default as 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 { default as hotPotato } from './others/hot-potato';\nexport { default as 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"],"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},${this.items[i]}`;\n }\n return objString;\n }\n}\n","import { defaultCompare, Compare } from '../../util';\n\nexport function findMaxValue(array, compareFn = defaultCompare) {\n if (array && array.length > 0) {\n let max = array[0];\n for (let i = 1; i < array.length; i++) {\n if (compareFn(max, array[i]) === Compare.LESS_THAN) {\n max = array[i];\n }\n }\n return max;\n }\n return undefined;\n}\nexport function findMinValue(array, compareFn = defaultCompare) {\n if (array && array.length > 0) {\n let min = array[0];\n for (let i = 1; i < array.length; i++) {\n if (compareFn(min, array[i]) === Compare.BIGGER_THAN) {\n min = array[i];\n }\n }\n return min;\n }\n return undefined;\n}\n","export class Node {\n constructor(element, next) {\n this.element = element;\n this.next = next;\n }\n}\nexport class DoublyNode extends Node {\n constructor(element, next, prev) {\n super(element, next);\n this.prev = prev;\n }\n}\n","// @ts-check\n\nexport default class Queue {\n constructor() {\n this.count = 0;\n this.lowestCount = 0;\n this.items = {};\n }\n\n enqueue(element) {\n this.items[this.count] = element;\n this.count++;\n }\n\n dequeue() {\n if (this.isEmpty()) {\n return undefined;\n }\n const result = this.items[this.lowestCount];\n delete this.items[this.lowestCount];\n this.lowestCount++;\n return result;\n }\n\n peek() {\n if (this.isEmpty()) {\n return undefined;\n }\n return this.items[this.lowestCount];\n }\n\n isEmpty() {\n return this.size() === 0;\n }\n\n clear() {\n this.items = {};\n this.count = 0;\n this.lowestCount = 0;\n }\n\n size() {\n return this.count - this.lowestCount;\n }\n\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n let objString = `${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, 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 // console.log('pivot is ' + pivot + '; left is ' + left + '; right is ' + right);\n while (i <= j) {\n while (compareFn(array[i], pivot) === Compare.LESS_THAN) {\n i++;\n // console.log('i = ' + i);\n }\n while (compareFn(array[j], pivot) === Compare.BIGGER_THAN) {\n j--;\n // console.log('j = ' + j);\n }\n if (i <= j) {\n // console.log('swap ' + array[i] + ' with ' + array[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 { 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 = null;\n this.right = null;\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 = null;\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 null;\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 = null;\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","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","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","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","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 memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2);\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 isEqual = true;\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 && isEqual) {\n firstChar = deque.removeFront();\n lastChar = deque.removeBack();\n if (firstChar !== lastChar) {\n isEqual = false;\n }\n }\n\n return isEqual;\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.charAt(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 if (balanced && stack.isEmpty()) {\n return true;\n }\n return false;\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 { default as hotPotato } from './others/hot-potato';\nexport { default as 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"],"sourceRoot":""} \ No newline at end of file diff --git a/src/js/index.js b/src/js/index.js index 5e16442e..7ca4bd6d 100644 --- a/src/js/index.js +++ b/src/js/index.js @@ -6,11 +6,11 @@ export const util = _util; // chapter 03 export { default as StackArray } from './data-structures/stack-array'; export { default as Stack } from './data-structures/stack'; -export { default as hanoi } from './others/hanoi'; -export { default as hanoiStack } from './others/hanoi'; -export { default as baseConverter } from './others/base-converter'; -export { default as decimalToBinary } from './others/base-converter'; -export { default as parenthesesChecker } from './others/balanced-symbols'; +export { hanoi } from './others/hanoi'; +export { hanoiStack } from './others/hanoi'; +export { baseConverter } from './others/base-converter'; +export { decimalToBinary } from './others/base-converter'; +export { parenthesesChecker } from './others/balanced-symbols'; // chapter 04 export { default as Queue } from './data-structures/queue'; From f79544ee3d602f52e675828f2176402485b2056d Mon Sep 17 00:00:00 2001 From: "greenkeeper[bot]" Date: Sun, 8 Apr 2018 17:03:25 +0000 Subject: [PATCH 06/96] chore(package): update dependencies --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 1f3edd60..35d8ee07 100644 --- a/package.json +++ b/package.json @@ -54,7 +54,7 @@ }, "devDependencies": { "@types/chai": "^4.1.2", - "@types/mocha": "^2.2.48", + "@types/mocha": "^5.0.0", "babel-cli": "^6.26.0", "babel-core": "^6.26.0", "babel-eslint": "^8.2.2", From 8fa8f269f2e7fb52122ec26491b19e31e4adca92 Mon Sep 17 00:00:00 2001 From: "greenkeeper[bot]" Date: Sun, 8 Apr 2018 17:03:28 +0000 Subject: [PATCH 07/96] docs(readme): add Greenkeeper badge --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 93dad51f..96275915 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,8 @@ Learning JavaScript Data Structures and Algorithms ==================================== +[![Greenkeeper badge](https://badges.greenkeeper.io/loiane/javascript-datastructures-algorithms.svg)](https://greenkeeper.io/) + [![Build Status](https://travis-ci.org/loiane/javascript-datastructures-algorithms.svg?branch=third-edition)](https://travis-ci.org/loiane/javascript-datastructures-algorithms) [![codecov](https://codecov.io/gh/loiane/javascript-datastructures-algorithms/branch/third-edition/graph/badge.svg)](https://codecov.io/gh/loiane/javascript-datastructures-algorithms) From 247dff256ec666ff0c40a9919534161cb9965f7e Mon Sep 17 00:00:00 2001 From: loiane Date: Sun, 8 Apr 2018 13:04:59 -0400 Subject: [PATCH 08/96] updated readme --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index 93dad51f..2eca3bca 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,10 @@ Learning JavaScript Data Structures and Algorithms [![Build Status](https://travis-ci.org/loiane/javascript-datastructures-algorithms.svg?branch=third-edition)](https://travis-ci.org/loiane/javascript-datastructures-algorithms) [![codecov](https://codecov.io/gh/loiane/javascript-datastructures-algorithms/branch/third-edition/graph/badge.svg)](https://codecov.io/gh/loiane/javascript-datastructures-algorithms) +[![devDependencies Status](https://david-dm.org/loiane/javascript-datastructures-algorithms/dev-status.svg)](https://david-dm.org/loiane/javascript-datastructures-algorithms?type=dev) +[![dependencies Status](https://david-dm.org/loiane/javascript-datastructures-algorithms/status.svg)](https://david-dm.org/loiane/javascript-datastructures-algorithms) +[![Greenkeeper badge](https://badges.greenkeeper.io/loiane/javascript-datastructures-algorithms.svg.svg)](https://greenkeeper.io/) + Source code of **Learning JavaScript Data Structures and Algorithms** book, third edition. From 1b121dcf828a64b9b2e6f99560c2696c465a8cd7 Mon Sep 17 00:00:00 2001 From: loiane Date: Sun, 8 Apr 2018 13:07:40 -0400 Subject: [PATCH 09/96] updated dependencies --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 1f3edd60..35d8ee07 100644 --- a/package.json +++ b/package.json @@ -54,7 +54,7 @@ }, "devDependencies": { "@types/chai": "^4.1.2", - "@types/mocha": "^2.2.48", + "@types/mocha": "^5.0.0", "babel-cli": "^6.26.0", "babel-core": "^6.26.0", "babel-eslint": "^8.2.2", From bbdce77bbb7bb61e9f1afcbeea015c86969987c0 Mon Sep 17 00:00:00 2001 From: loiane Date: Sun, 8 Apr 2018 13:09:34 -0400 Subject: [PATCH 10/96] updated readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2eca3bca..40d17aaf 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ Learning JavaScript Data Structures and Algorithms [![codecov](https://codecov.io/gh/loiane/javascript-datastructures-algorithms/branch/third-edition/graph/badge.svg)](https://codecov.io/gh/loiane/javascript-datastructures-algorithms) [![devDependencies Status](https://david-dm.org/loiane/javascript-datastructures-algorithms/dev-status.svg)](https://david-dm.org/loiane/javascript-datastructures-algorithms?type=dev) [![dependencies Status](https://david-dm.org/loiane/javascript-datastructures-algorithms/status.svg)](https://david-dm.org/loiane/javascript-datastructures-algorithms) -[![Greenkeeper badge](https://badges.greenkeeper.io/loiane/javascript-datastructures-algorithms.svg.svg)](https://greenkeeper.io/) +[![Greenkeeper badge](https://badges.greenkeeper.io/loiane/javascript-datastructures-algorithms.svg)](https://greenkeeper.io/) Source code of **Learning JavaScript Data Structures and Algorithms** book, third edition. From 0a68c19d2dfde174c629f8a8287281ac0690ccbe Mon Sep 17 00:00:00 2001 From: Loiane Groner Date: Sun, 8 Apr 2018 13:19:50 -0400 Subject: [PATCH 11/96] Update README.md --- README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/README.md b/README.md index 6c414eab..40d17aaf 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,6 @@ Learning JavaScript Data Structures and Algorithms ==================================== -[![Greenkeeper badge](https://badges.greenkeeper.io/loiane/javascript-datastructures-algorithms.svg)](https://greenkeeper.io/) - [![Build Status](https://travis-ci.org/loiane/javascript-datastructures-algorithms.svg?branch=third-edition)](https://travis-ci.org/loiane/javascript-datastructures-algorithms) [![codecov](https://codecov.io/gh/loiane/javascript-datastructures-algorithms/branch/third-edition/graph/badge.svg)](https://codecov.io/gh/loiane/javascript-datastructures-algorithms) [![devDependencies Status](https://david-dm.org/loiane/javascript-datastructures-algorithms/dev-status.svg)](https://david-dm.org/loiane/javascript-datastructures-algorithms?type=dev) From 3c0f57e3daa4bd9de0ed88ac36d7062c7e1f7545 Mon Sep 17 00:00:00 2001 From: loiane Date: Sun, 8 Apr 2018 13:22:10 -0400 Subject: [PATCH 12/96] updated readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 40d17aaf..ad8f6b21 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ 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) -[![codecov](https://codecov.io/gh/loiane/javascript-datastructures-algorithms/branch/third-edition/graph/badge.svg)](https://codecov.io/gh/loiane/javascript-datastructures-algorithms) +[![codecov](https://codecov.io/gh/loiane/javascript-datastructures-algorithms/branch/master/graph/badge.svg)](https://codecov.io/gh/loiane/javascript-datastructures-algorithms) [![devDependencies Status](https://david-dm.org/loiane/javascript-datastructures-algorithms/dev-status.svg)](https://david-dm.org/loiane/javascript-datastructures-algorithms?type=dev) [![dependencies Status](https://david-dm.org/loiane/javascript-datastructures-algorithms/status.svg)](https://david-dm.org/loiane/javascript-datastructures-algorithms) [![Greenkeeper badge](https://badges.greenkeeper.io/loiane/javascript-datastructures-algorithms.svg)](https://greenkeeper.io/) From d64478d689135792fcde7f88d2d83d3a6c23a4d9 Mon Sep 17 00:00:00 2001 From: loiane Date: Sun, 8 Apr 2018 13:32:07 -0400 Subject: [PATCH 13/96] [Algorithm Design and Techniques] --- examples/chapter14/01-DC-BinarySearch.html | 11 +++++++++++ examples/chapter14/01-DC-BinarySearch.js | 0 examples/chapter14/02-MinCoinChangeDP.html | 11 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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},${this.items[i]}`;\n }\n return objString;\n }\n}\n","import { defaultCompare, Compare } from '../../util';\n\nexport function findMaxValue(array, compareFn = defaultCompare) {\n if (array && array.length > 0) {\n let max = array[0];\n for (let i = 1; i < array.length; i++) {\n if (compareFn(max, array[i]) === Compare.LESS_THAN) {\n max = array[i];\n }\n }\n return max;\n }\n return undefined;\n}\nexport function findMinValue(array, compareFn = defaultCompare) {\n if (array && array.length > 0) {\n let min = array[0];\n for (let i = 1; i < array.length; i++) {\n if (compareFn(min, array[i]) === Compare.BIGGER_THAN) {\n min = array[i];\n }\n }\n return min;\n }\n return undefined;\n}\n","export class Node {\n constructor(element, next) {\n this.element = element;\n this.next = next;\n }\n}\nexport class DoublyNode extends Node {\n constructor(element, next, prev) {\n super(element, next);\n this.prev = prev;\n }\n}\n","// @ts-check\n\nexport default class Queue {\n constructor() {\n this.count = 0;\n this.lowestCount = 0;\n this.items = {};\n }\n\n enqueue(element) {\n this.items[this.count] = element;\n this.count++;\n }\n\n dequeue() {\n if (this.isEmpty()) {\n return undefined;\n }\n const result = this.items[this.lowestCount];\n delete this.items[this.lowestCount];\n this.lowestCount++;\n return result;\n }\n\n peek() {\n if (this.isEmpty()) {\n return undefined;\n }\n return this.items[this.lowestCount];\n }\n\n isEmpty() {\n return this.size() === 0;\n }\n\n clear() {\n this.items = {};\n this.count = 0;\n this.lowestCount = 0;\n }\n\n size() {\n return this.count - this.lowestCount;\n }\n\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n let objString = `${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, 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 // console.log('pivot is ' + pivot + '; left is ' + left + '; right is ' + right);\n while (i <= j) {\n while (compareFn(array[i], pivot) === Compare.LESS_THAN) {\n i++;\n // console.log('i = ' + i);\n }\n while (compareFn(array[j], pivot) === Compare.BIGGER_THAN) {\n j--;\n // console.log('j = ' + j);\n }\n if (i <= j) {\n // console.log('swap ' + array[i] + ' with ' + array[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 { 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 = null;\n this.right = null;\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 = null;\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 null;\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 = null;\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","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","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","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","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 memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2);\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 isEqual = true;\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 && isEqual) {\n firstChar = deque.removeFront();\n lastChar = deque.removeBack();\n if (firstChar !== lastChar) {\n isEqual = false;\n }\n }\n\n return isEqual;\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.charAt(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 if (balanced && stack.isEmpty()) {\n return true;\n }\n return false;\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 { default as hotPotato } from './others/hot-potato';\nexport { default as 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"],"sourceRoot":""} \ No newline at end of file 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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) 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{\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},${this.items[i]}`;\n }\n return objString;\n }\n}\n","import { defaultCompare, Compare } 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this.items[this.count] = element;\n this.count++;\n }\n\n dequeue() {\n if (this.isEmpty()) {\n return undefined;\n }\n const result = this.items[this.lowestCount];\n delete this.items[this.lowestCount];\n this.lowestCount++;\n return result;\n }\n\n peek() {\n if (this.isEmpty()) {\n return undefined;\n }\n return this.items[this.lowestCount];\n }\n\n isEmpty() {\n return this.size() === 0;\n }\n\n clear() {\n this.items = {};\n this.count = 0;\n this.lowestCount = 0;\n }\n\n size() {\n return this.count - this.lowestCount;\n }\n\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n let objString = `${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, 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 // console.log('pivot is ' + pivot + '; left is ' + left + '; right is ' + right);\n while (i <= j) {\n while (compareFn(array[i], pivot) === Compare.LESS_THAN) {\n i++;\n // console.log('i = ' + i);\n }\n while (compareFn(array[j], pivot) === Compare.BIGGER_THAN) {\n j--;\n // console.log('j = ' + j);\n }\n if (i <= j) {\n // console.log('swap ' + array[i] + ' with ' + array[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 { 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 = null;\n this.right = null;\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 = null;\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 null;\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 = null;\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","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","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 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 { 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","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 { 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 memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2);\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 isEqual = true;\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 && isEqual) {\n firstChar = deque.removeFront();\n lastChar = deque.removeBack();\n if (firstChar !== lastChar) {\n isEqual = false;\n }\n }\n\n return isEqual;\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.charAt(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 if (balanced && stack.isEmpty()) {\n return true;\n }\n return false;\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 { default as hotPotato } from './others/hot-potato';\nexport { default as 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\n// export { binarySearch as binarySearchRecursive } from './algorithms/search/binary-search-recursive';\nexport { minCoinChange } from './algorithms/dynamic-programing/min-coin-change';\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/chapter14/02-MinCoinChangeDP.js b/examples/chapter14/02-MinCoinChangeDP.js index e69de29b..d31673bf 100644 --- a/examples/chapter14/02-MinCoinChangeDP.js +++ b/examples/chapter14/02-MinCoinChangeDP.js @@ -0,0 +1 @@ +const { bubbleSort } = PacktDataStructuresAlgorithms; diff --git a/examples/chapter14/11-RatInMaze.js b/examples/chapter14/11-RatInMaze.js index e69de29b..221e7f19 100644 --- a/examples/chapter14/11-RatInMaze.js +++ b/examples/chapter14/11-RatInMaze.js @@ -0,0 +1,10 @@ +const { ratInAMaze } = PacktDataStructuresAlgorithms; + +const maze = [ + [1, 0, 0, 0], + [1, 1, 1, 1], + [0, 0, 1, 0], + [0, 1, 1, 1] +]; + +console.log(ratInAMaze(maze)); diff --git a/examples/chapter14/12-SudokuSolver.js b/examples/chapter14/12-SudokuSolver.js index e69de29b..bf52ddf3 100644 --- a/examples/chapter14/12-SudokuSolver.js +++ b/examples/chapter14/12-SudokuSolver.js @@ -0,0 +1,15 @@ +const { sudokuSolver } = PacktDataStructuresAlgorithms; + +const sudokuGrid = [ + [5, 3, 0, 0, 7, 0, 0, 0, 0], + [6, 0, 0, 1, 9, 5, 0, 0, 0], + [0, 9, 8, 0, 0, 0, 0, 6, 0], + [8, 0, 0, 0, 6, 0, 0, 0, 3], + [4, 0, 0, 8, 0, 3, 0, 0, 1], + [7, 0, 0, 0, 2, 0, 0, 0, 6], + [0, 6, 0, 0, 0, 0, 2, 8, 0], + [0, 0, 0, 4, 1, 9, 0, 0, 5], + [0, 0, 0, 0, 8, 0, 0, 7, 9] +]; + +console.log(sudokuSolver(sudokuGrid)); diff --git a/examples/index.html b/examples/index.html index 4e1f4cb3..51d70f57 100644 --- a/examples/index.html +++ b/examples/index.html @@ -49,6 +49,10 @@ 09 10 11 + 12 + 13 + 14 + 15
@@ -218,6 +222,49 @@ +
+
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diff --git a/src/js/algorithms/backtracking/rat-in-maze.js b/src/js/algorithms/backtracking/rat-in-maze.js index 36174e16..ff433130 100644 --- a/src/js/algorithms/backtracking/rat-in-maze.js +++ b/src/js/algorithms/backtracking/rat-in-maze.js @@ -34,7 +34,7 @@ export function ratInAMaze(maze) { solution[i][j] = 0; } } - if (findPath(maze, 0, 0, solution) === false) { + if (findPath(maze, 0, 0, solution) === true) { return solution; } return 'NO PATH FOUND'; diff --git a/src/js/index.js b/src/js/index.js index 7ca4bd6d..ee6cde5b 100644 --- a/src/js/index.js +++ b/src/js/index.js @@ -81,3 +81,9 @@ export { interpolationSearch } from './algorithms/search/interpolation-search'; export { sequentialSearch } from './algorithms/search/sequential-search'; export { findMaxValue } from './algorithms/search/min-max-search'; export { findMinValue } from './algorithms/search/min-max-search'; + +// chapter 14 +// export { binarySearch as binarySearchRecursive } from './algorithms/search/binary-search-recursive'; +export { minCoinChange } from './algorithms/dynamic-programing/min-coin-change'; +export { ratInAMaze } from './algorithms/backtracking/rat-in-maze'; +export { sudokuSolver } from './algorithms/backtracking/sudoku-solver'; From ab2dbaa505b5730c94ea6ac52f64338033c51c09 Mon Sep 17 00:00:00 2001 From: loiane Date: Sun, 8 Apr 2018 21:23:30 -0400 Subject: [PATCH 15/96] [Algorithm Design and Techniques] --- examples/PacktDataStructuresAlgorithms.min.js | 2 +- .../PacktDataStructuresAlgorithms.min.js.map | 2 +- examples/chapter14/02-MinCoinChangeDP.js | 6 ++++- examples/chapter14/03-MinCoinChangeGreedy.js | 5 ++++ examples/chapter14/04-KnapsackProblemDP.js | 8 +++++++ .../chapter14/05-KnapSackProblemRecursive.js | 8 +++++++ .../chapter14/06-KnapSackProblemGreedy.js | 7 ++++++ .../algorithms/dynamic-programing/knapsack.js | 4 ++-- .../search/binary-search-recursive.js | 24 +++++++++++++++++++ src/js/index.js | 9 ++++++- 10 files changed, 69 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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},${this.items[i]}`;\n }\n return objString;\n }\n}\n","import { defaultCompare, Compare } from '../../util';\n\nexport function findMaxValue(array, compareFn = defaultCompare) {\n if (array && array.length > 0) {\n let max = array[0];\n for (let i = 1; i < array.length; i++) {\n if (compareFn(max, array[i]) === Compare.LESS_THAN) {\n max = array[i];\n }\n }\n return max;\n }\n return undefined;\n}\nexport function findMinValue(array, compareFn = defaultCompare) {\n if (array && array.length > 0) {\n let min = array[0];\n for (let i = 1; i < array.length; i++) {\n if (compareFn(min, array[i]) === Compare.BIGGER_THAN) {\n min = array[i];\n }\n }\n return min;\n }\n return undefined;\n}\n","export class Node {\n constructor(element, next) {\n this.element = element;\n this.next = next;\n }\n}\nexport class DoublyNode extends Node {\n constructor(element, next, prev) {\n super(element, next);\n this.prev = prev;\n }\n}\n","// @ts-check\n\nexport default class Queue {\n constructor() {\n this.count = 0;\n this.lowestCount = 0;\n this.items = {};\n }\n\n enqueue(element) {\n this.items[this.count] = element;\n this.count++;\n }\n\n dequeue() {\n if (this.isEmpty()) {\n return undefined;\n }\n const result = this.items[this.lowestCount];\n delete this.items[this.lowestCount];\n this.lowestCount++;\n return result;\n }\n\n peek() {\n if (this.isEmpty()) {\n return undefined;\n }\n return this.items[this.lowestCount];\n }\n\n isEmpty() {\n return this.size() === 0;\n }\n\n clear() {\n this.items = {};\n this.count = 0;\n this.lowestCount = 0;\n }\n\n size() {\n return this.count - this.lowestCount;\n }\n\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n let objString = `${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, 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 // console.log('pivot is ' + pivot + '; left is ' + left + '; right is ' + right);\n while (i <= j) {\n while (compareFn(array[i], pivot) === Compare.LESS_THAN) {\n i++;\n // console.log('i = ' + i);\n }\n while (compareFn(array[j], pivot) === Compare.BIGGER_THAN) {\n j--;\n // console.log('j = ' + j);\n }\n if (i <= j) {\n // console.log('swap ' + array[i] + ' with ' + array[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 { 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 = null;\n this.right = null;\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 = null;\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 null;\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 = null;\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","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","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 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 { 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","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 { 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 memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2);\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 isEqual = true;\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 && isEqual) {\n firstChar = deque.removeFront();\n lastChar = deque.removeBack();\n if (firstChar !== lastChar) {\n isEqual = false;\n }\n }\n\n return isEqual;\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.charAt(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 if (balanced && stack.isEmpty()) {\n return true;\n }\n return false;\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 { default as hotPotato } from './others/hot-potato';\nexport { default as 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\n// export { binarySearch as binarySearchRecursive } from './algorithms/search/binary-search-recursive';\nexport { minCoinChange } from './algorithms/dynamic-programing/min-coin-change';\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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defaultCompare(a, b) {\n if (a === b) {\n return 0;\n }\n return a < b ? 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 // console.log('pivot is ' + pivot + '; left is ' + left + '; right is ' + right);\n while (i <= j) {\n while (compareFn(array[i], pivot) === Compare.LESS_THAN) {\n i++;\n // console.log('i = ' + i);\n }\n while (compareFn(array[j], pivot) === Compare.BIGGER_THAN) {\n j--;\n // console.log('j = ' + j);\n }\n if (i <= j) {\n // console.log('swap ' + array[i] + ' with ' + array[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 = null;\n this.right = null;\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 = null;\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 null;\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 = null;\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","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","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 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 } else if (compareFn(element, value) === Compare.BIGGER_THAN) {\n return binarySearchRecursive(array, value, low, mid - 1, compareFn);\n } else {\n return mid;\n }\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","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 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 memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2);\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 isEqual = true;\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 && isEqual) {\n firstChar = deque.removeFront();\n lastChar = deque.removeBack();\n if (firstChar !== lastChar) {\n isEqual = false;\n }\n }\n\n return isEqual;\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.charAt(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 if (balanced && stack.isEmpty()) {\n return true;\n }\n return false;\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 { default as hotPotato } from './others/hot-potato';\nexport { default as 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 { 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/chapter14/02-MinCoinChangeDP.js b/examples/chapter14/02-MinCoinChangeDP.js index d31673bf..51ce7ed3 100644 --- a/examples/chapter14/02-MinCoinChangeDP.js +++ b/examples/chapter14/02-MinCoinChangeDP.js @@ -1 +1,5 @@ -const { bubbleSort } = PacktDataStructuresAlgorithms; +const { minCoinChange } = PacktDataStructuresAlgorithms; + +console.log(minCoinChange([1, 5, 10], 15)); // [5, 10] +console.log(minCoinChange([1, 3, 4], 6)); // [3, 3] + diff --git a/examples/chapter14/03-MinCoinChangeGreedy.js b/examples/chapter14/03-MinCoinChangeGreedy.js index e69de29b..584603f2 100644 --- a/examples/chapter14/03-MinCoinChangeGreedy.js +++ b/examples/chapter14/03-MinCoinChangeGreedy.js @@ -0,0 +1,5 @@ +const { minCoinChangeGreedy } = PacktDataStructuresAlgorithms; + +console.log(minCoinChangeGreedy([1, 5, 10], 15)); // [5, 10] +console.log(minCoinChangeGreedy([1, 3, 4], 6)); // [4, 1, 1] + diff --git a/examples/chapter14/04-KnapsackProblemDP.js b/examples/chapter14/04-KnapsackProblemDP.js index e69de29b..e9ff4369 100644 --- a/examples/chapter14/04-KnapsackProblemDP.js +++ b/examples/chapter14/04-KnapsackProblemDP.js @@ -0,0 +1,8 @@ +const { knapSack } = PacktDataStructuresAlgorithms; + +const values = [3,4,5]; +const weights = [2,3,4]; +const capacity = 5; +const n = values.length; + +console.log(knapSack(capacity, weights, values, n)); diff --git a/examples/chapter14/05-KnapSackProblemRecursive.js b/examples/chapter14/05-KnapSackProblemRecursive.js index e69de29b..ba76971b 100644 --- a/examples/chapter14/05-KnapSackProblemRecursive.js +++ b/examples/chapter14/05-KnapSackProblemRecursive.js @@ -0,0 +1,8 @@ +const { knapSackRecursive } = PacktDataStructuresAlgorithms; + +const values = [3,4,5]; +const weights = [2,3,4]; +const capacity = 5; +const n = values.length; + +console.log(knapSackRecursive(capacity, weights, values, n)); diff --git a/examples/chapter14/06-KnapSackProblemGreedy.js b/examples/chapter14/06-KnapSackProblemGreedy.js index e69de29b..d9858107 100644 --- a/examples/chapter14/06-KnapSackProblemGreedy.js +++ b/examples/chapter14/06-KnapSackProblemGreedy.js @@ -0,0 +1,7 @@ +const { knapSackGreedy } = PacktDataStructuresAlgorithms; + +const values = [3,4,5]; +const weights = [2,3,4]; +const capacity = 5; + +console.log(knapSackGreedy(capacity, weights, values)); diff --git a/src/js/algorithms/dynamic-programing/knapsack.js b/src/js/algorithms/dynamic-programing/knapsack.js index 14919f44..b4d98d79 100644 --- a/src/js/algorithms/dynamic-programing/knapsack.js +++ b/src/js/algorithms/dynamic-programing/knapsack.js @@ -4,9 +4,9 @@ function findValues(n, capacity, kS) { // console.log('Items that are part of the solution:'); while (i > 0 && k > 0) { if (kS[i][k] !== kS[i - 1][k]) { - /* console.log( + console.log( 'item ' + i + ' can be part of solution w,v: ' + weights[i - 1] + ',' + values[i - 1] - ); */ + ); i--; k -= kS[i][k]; } else { diff --git a/src/js/algorithms/search/binary-search-recursive.js b/src/js/algorithms/search/binary-search-recursive.js new file mode 100644 index 00000000..f422fe8f --- /dev/null +++ b/src/js/algorithms/search/binary-search-recursive.js @@ -0,0 +1,24 @@ +import { Compare, defaultCompare, DOES_NOT_EXIST } from '../../util'; +import { quickSort } from '../sorting/quicksort'; + +function binarySearchRecursive(array, value, low, high, compareFn = defaultCompare) { + if (low <= high) { + const mid = Math.floor((low + high) / 2); + const element = array[mid]; + if (compareFn(element, value) === Compare.LESS_THAN) { + return binarySearchRecursive(array, value, mid + 1, high, compareFn); + } else if (compareFn(element, value) === Compare.BIGGER_THAN) { + return binarySearchRecursive(array, value, low, mid - 1, compareFn); + } else { + return mid; + } + } + return DOES_NOT_EXIST; +} + +export function binarySearch(array, value, compareFn = defaultCompare) { + const sortedArray = quickSort(array); + const low = 0; + const high = sortedArray.length - 1; + return binarySearchRecursive(array, value, low, high, compareFn); +} diff --git a/src/js/index.js b/src/js/index.js index ee6cde5b..50f655b4 100644 --- a/src/js/index.js +++ b/src/js/index.js @@ -83,7 +83,14 @@ export { findMaxValue } from './algorithms/search/min-max-search'; export { findMinValue } from './algorithms/search/min-max-search'; // chapter 14 -// export { binarySearch as binarySearchRecursive } from './algorithms/search/binary-search-recursive'; +export { binarySearch as binarySearchRecursive } from './algorithms/search/binary-search-recursive'; export { minCoinChange } from './algorithms/dynamic-programing/min-coin-change'; +export { minCoinChange as minCoinChangeGreedy } from './algorithms/greedy/min-coin-change'; +export { knapSack } from './algorithms/dynamic-programing/knapsack'; +export { knapSack as knapSackRecursive } from './algorithms/dynamic-programing/knapsack-recursive'; +export { knapSack as knapSackGreedy } from './algorithms/greedy/knapsack'; +export { lcs } from './algorithms/dynamic-programing/longest-common-subsequence'; +export { lcs as lcsPrint } from './algorithms/dynamic-programing/longest-common-subsequence-print'; +export { lcs as lcsRecursive } from './algorithms/greedy/longest-common-subsequence'; export { ratInAMaze } from './algorithms/backtracking/rat-in-maze'; export { sudokuSolver } from './algorithms/backtracking/sudoku-solver'; From 05e82e364dbd50450b6fbbdb778ddd791d7c774d Mon Sep 17 00:00:00 2001 From: loiane Date: Sun, 8 Apr 2018 21:23:30 -0400 Subject: [PATCH 16/96] [Algorithm Design and Techniques] --- examples/PacktDataStructuresAlgorithms.min.js | 2 +- .../PacktDataStructuresAlgorithms.min.js.map | 2 +- examples/chapter14/02-MinCoinChangeDP.js | 6 ++++- examples/chapter14/03-MinCoinChangeGreedy.js | 5 ++++ examples/chapter14/04-KnapsackProblemDP.js | 8 +++++++ .../chapter14/05-KnapSackProblemRecursive.js | 8 +++++++ .../chapter14/06-KnapSackProblemGreedy.js | 7 ++++++ .../algorithms/dynamic-programing/knapsack.js | 4 ++-- .../search/binary-search-recursive.js | 24 +++++++++++++++++++ src/js/index.js | 9 ++++++- 10 files changed, 69 insertions(+), 6 deletions(-) create mode 100644 src/js/algorithms/search/binary-search-recursive.js diff --git a/examples/PacktDataStructuresAlgorithms.min.js b/examples/PacktDataStructuresAlgorithms.min.js index e81ec615..1d81dbc2 100644 --- a/examples/PacktDataStructuresAlgorithms.min.js +++ b/examples/PacktDataStructuresAlgorithms.min.js @@ -1,2 +1,2 @@ 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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},${this.items[i]}`;\n }\n return objString;\n }\n}\n","import { defaultCompare, Compare } from '../../util';\n\nexport function findMaxValue(array, compareFn = defaultCompare) {\n if (array && array.length > 0) {\n let max = array[0];\n for (let i = 1; i < array.length; i++) {\n if (compareFn(max, array[i]) === Compare.LESS_THAN) {\n max = array[i];\n }\n }\n return max;\n }\n return undefined;\n}\nexport function findMinValue(array, compareFn = defaultCompare) {\n if (array && array.length > 0) {\n let min = array[0];\n for (let i = 1; i < array.length; i++) {\n if (compareFn(min, array[i]) === Compare.BIGGER_THAN) {\n min = array[i];\n }\n }\n return min;\n }\n return undefined;\n}\n","export class Node {\n constructor(element, next) {\n this.element = element;\n this.next = next;\n }\n}\nexport class DoublyNode extends Node {\n constructor(element, next, prev) {\n super(element, next);\n this.prev = prev;\n }\n}\n","// @ts-check\n\nexport default class Queue {\n constructor() {\n this.count = 0;\n this.lowestCount = 0;\n this.items = {};\n }\n\n enqueue(element) {\n this.items[this.count] = element;\n this.count++;\n }\n\n dequeue() {\n if (this.isEmpty()) {\n return undefined;\n }\n const result = this.items[this.lowestCount];\n delete this.items[this.lowestCount];\n this.lowestCount++;\n return result;\n }\n\n peek() {\n if (this.isEmpty()) {\n return undefined;\n }\n return this.items[this.lowestCount];\n }\n\n isEmpty() {\n return this.size() === 0;\n }\n\n clear() {\n this.items = {};\n this.count = 0;\n this.lowestCount = 0;\n }\n\n size() {\n return this.count - this.lowestCount;\n }\n\n toString() {\n if (this.isEmpty()) {\n return '';\n }\n let objString = `${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, 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 // console.log('pivot is ' + pivot + '; left is ' + left + '; right is ' + right);\n while (i <= j) {\n while (compareFn(array[i], pivot) === Compare.LESS_THAN) {\n i++;\n // console.log('i = ' + i);\n }\n while (compareFn(array[j], pivot) === Compare.BIGGER_THAN) {\n j--;\n // console.log('j = ' + j);\n }\n if (i <= j) {\n // console.log('swap ' + array[i] + ' with ' + array[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 { 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 = null;\n this.right = null;\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 = null;\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 null;\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 = null;\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","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","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 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 { 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","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 { 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 memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2);\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 isEqual = true;\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 && isEqual) {\n firstChar = deque.removeFront();\n lastChar = deque.removeBack();\n if (firstChar !== lastChar) {\n isEqual = false;\n }\n }\n\n return isEqual;\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.charAt(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 if (balanced && stack.isEmpty()) {\n return true;\n }\n return false;\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 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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\n// export { binarySearch as binarySearchRecursive } from './algorithms/search/binary-search-recursive';\nexport { minCoinChange } from './algorithms/dynamic-programing/min-coin-change';\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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defaultCompare(a, b) {\n if (a === b) {\n return 0;\n }\n return a < b ? 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 // console.log('pivot is ' + pivot + '; left is ' + left + '; right is ' + right);\n while (i <= j) {\n while (compareFn(array[i], pivot) === Compare.LESS_THAN) {\n i++;\n // console.log('i = ' + i);\n }\n while (compareFn(array[j], pivot) === Compare.BIGGER_THAN) {\n j--;\n // console.log('j = ' + j);\n }\n if (i <= j) {\n // console.log('swap ' + array[i] + ' with ' + array[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 = null;\n this.right = null;\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 = null;\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 null;\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 = null;\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","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","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 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 } else if (compareFn(element, value) === Compare.BIGGER_THAN) {\n return binarySearchRecursive(array, value, low, mid - 1, compareFn);\n } else {\n return mid;\n }\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","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 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 memo[num] = fibonacciMem(num - 1) + fibonacciMem(num - 2);\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 isEqual = true;\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 && isEqual) {\n firstChar = deque.removeFront();\n lastChar = deque.removeBack();\n if (firstChar !== lastChar) {\n isEqual = false;\n }\n }\n\n return isEqual;\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.charAt(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 if (balanced && stack.isEmpty()) {\n return true;\n }\n return false;\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 { default as hotPotato } from './others/hot-potato';\nexport { default as 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 { 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/chapter14/02-MinCoinChangeDP.js b/examples/chapter14/02-MinCoinChangeDP.js index d31673bf..51ce7ed3 100644 --- a/examples/chapter14/02-MinCoinChangeDP.js +++ b/examples/chapter14/02-MinCoinChangeDP.js @@ -1 +1,5 @@ -const { bubbleSort } = PacktDataStructuresAlgorithms; +const { minCoinChange } = PacktDataStructuresAlgorithms; + +console.log(minCoinChange([1, 5, 10], 15)); // [5, 10] +console.log(minCoinChange([1, 3, 4], 6)); // [3, 3] + diff --git a/examples/chapter14/03-MinCoinChangeGreedy.js b/examples/chapter14/03-MinCoinChangeGreedy.js index e69de29b..584603f2 100644 --- a/examples/chapter14/03-MinCoinChangeGreedy.js +++ b/examples/chapter14/03-MinCoinChangeGreedy.js @@ -0,0 +1,5 @@ +const { minCoinChangeGreedy } = PacktDataStructuresAlgorithms; + +console.log(minCoinChangeGreedy([1, 5, 10], 15)); // [5, 10] +console.log(minCoinChangeGreedy([1, 3, 4], 6)); // [4, 1, 1] + diff --git a/examples/chapter14/04-KnapsackProblemDP.js b/examples/chapter14/04-KnapsackProblemDP.js index e69de29b..e9ff4369 100644 --- a/examples/chapter14/04-KnapsackProblemDP.js +++ b/examples/chapter14/04-KnapsackProblemDP.js @@ -0,0 +1,8 @@ +const { knapSack } = PacktDataStructuresAlgorithms; + +const values = [3,4,5]; +const weights = [2,3,4]; +const capacity = 5; +const n = values.length; + +console.log(knapSack(capacity, weights, values, n)); diff --git a/examples/chapter14/05-KnapSackProblemRecursive.js b/examples/chapter14/05-KnapSackProblemRecursive.js index e69de29b..ba76971b 100644 --- a/examples/chapter14/05-KnapSackProblemRecursive.js +++ b/examples/chapter14/05-KnapSackProblemRecursive.js @@ -0,0 +1,8 @@ +const { knapSackRecursive } = PacktDataStructuresAlgorithms; + +const values = [3,4,5]; +const weights = [2,3,4]; +const capacity = 5; +const n = values.length; + +console.log(knapSackRecursive(capacity, weights, values, n)); diff --git a/examples/chapter14/06-KnapSackProblemGreedy.js b/examples/chapter14/06-KnapSackProblemGreedy.js index e69de29b..d9858107 100644 --- a/examples/chapter14/06-KnapSackProblemGreedy.js +++ b/examples/chapter14/06-KnapSackProblemGreedy.js @@ -0,0 +1,7 @@ +const { knapSackGreedy } = PacktDataStructuresAlgorithms; + +const values = [3,4,5]; +const weights = [2,3,4]; +const capacity = 5; + +console.log(knapSackGreedy(capacity, weights, values)); diff --git a/src/js/algorithms/dynamic-programing/knapsack.js b/src/js/algorithms/dynamic-programing/knapsack.js index 14919f44..aaca8c21 100644 --- a/src/js/algorithms/dynamic-programing/knapsack.js +++ b/src/js/algorithms/dynamic-programing/knapsack.js @@ -4,9 +4,9 @@ function findValues(n, capacity, kS) { // console.log('Items that are part of the solution:'); while (i > 0 && k > 0) { if (kS[i][k] !== kS[i - 1][k]) { - /* console.log( + /* console.log( 'item ' + i + ' can be part of solution w,v: ' + weights[i - 1] + ',' + values[i - 1] - ); */ + );*/ i--; k -= kS[i][k]; } else { diff --git a/src/js/algorithms/search/binary-search-recursive.js b/src/js/algorithms/search/binary-search-recursive.js new file mode 100644 index 00000000..f422fe8f --- /dev/null +++ b/src/js/algorithms/search/binary-search-recursive.js @@ -0,0 +1,24 @@ +import { Compare, defaultCompare, DOES_NOT_EXIST } from '../../util'; +import { quickSort } from '../sorting/quicksort'; + +function binarySearchRecursive(array, value, low, high, compareFn = defaultCompare) { + if (low <= high) { + const mid = Math.floor((low + high) / 2); + const element = array[mid]; + if (compareFn(element, value) === Compare.LESS_THAN) { + return binarySearchRecursive(array, value, mid + 1, high, compareFn); + } else if (compareFn(element, value) === Compare.BIGGER_THAN) { + return binarySearchRecursive(array, value, low, mid - 1, compareFn); + } else { + return mid; + } + } + return DOES_NOT_EXIST; +} + +export function binarySearch(array, value, compareFn = defaultCompare) { + const sortedArray = quickSort(array); + const low = 0; + const high = sortedArray.length - 1; + return binarySearchRecursive(array, value, low, high, compareFn); +} diff --git a/src/js/index.js b/src/js/index.js index ee6cde5b..50f655b4 100644 --- a/src/js/index.js +++ b/src/js/index.js @@ -83,7 +83,14 @@ export { findMaxValue } from './algorithms/search/min-max-search'; export { findMinValue } from './algorithms/search/min-max-search'; // chapter 14 -// export { binarySearch as binarySearchRecursive } from './algorithms/search/binary-search-recursive'; +export { binarySearch as binarySearchRecursive } from './algorithms/search/binary-search-recursive'; export { minCoinChange } from './algorithms/dynamic-programing/min-coin-change'; +export { minCoinChange as minCoinChangeGreedy } from './algorithms/greedy/min-coin-change'; +export { knapSack } from './algorithms/dynamic-programing/knapsack'; +export { knapSack as knapSackRecursive } from './algorithms/dynamic-programing/knapsack-recursive'; +export { knapSack as knapSackGreedy } from './algorithms/greedy/knapsack'; +export { lcs } from './algorithms/dynamic-programing/longest-common-subsequence'; +export { lcs as lcsPrint } from './algorithms/dynamic-programing/longest-common-subsequence-print'; +export { lcs as lcsRecursive } from './algorithms/greedy/longest-common-subsequence'; export { ratInAMaze } from './algorithms/backtracking/rat-in-maze'; export { sudokuSolver } from './algorithms/backtracking/sudoku-solver'; From c1d88dc4563e66b9911ad506c6fbd1dc0361c203 Mon Sep 17 00:00:00 2001 From: Loiane Groner Date: Sun, 8 Apr 2018 21:31:52 -0400 Subject: [PATCH 17/96] Update knapsack.js --- src/js/algorithms/dynamic-programing/knapsack.js | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/js/algorithms/dynamic-programing/knapsack.js b/src/js/algorithms/dynamic-programing/knapsack.js index b4d98d79..8e200650 100644 --- a/src/js/algorithms/dynamic-programing/knapsack.js +++ b/src/js/algorithms/dynamic-programing/knapsack.js @@ -4,9 +4,9 @@ function findValues(n, capacity, kS) { // console.log('Items that are part of the solution:'); while (i > 0 && k > 0) { if (kS[i][k] !== kS[i - 1][k]) { - console.log( + /*console.log( 'item ' + i + ' can be part of solution w,v: ' + weights[i - 1] + ',' + values[i - 1] - ); + );*/ i--; k -= kS[i][k]; } else { From 17d192ee455895c7ff3f80068056605ac0dd8b52 Mon Sep 17 00:00:00 2001 From: loiane Date: Sun, 8 Apr 2018 21:38:19 -0400 Subject: [PATCH 18/96] [Algorithm Design and Techniques] --- .gitignore | 1 + src/js/algorithms/dynamic-programing/knapsack.js | 6 +++--- src/js/algorithms/search/binary-search-recursive.js | 6 +++--- 3 files changed, 7 insertions(+), 6 deletions(-) diff --git a/.gitignore b/.gitignore index 25cf67d5..0c2aa12a 100644 --- a/.gitignore +++ b/.gitignore @@ -6,5 +6,6 @@ coverage coverage.lcov mochawesome-report/* dist/js/* +dist-/* dist/ts/* snippet.js diff --git a/src/js/algorithms/dynamic-programing/knapsack.js b/src/js/algorithms/dynamic-programing/knapsack.js index 8e200650..7ee43dad 100644 --- a/src/js/algorithms/dynamic-programing/knapsack.js +++ b/src/js/algorithms/dynamic-programing/knapsack.js @@ -4,9 +4,9 @@ function findValues(n, capacity, kS) { // console.log('Items that are part of the solution:'); while (i > 0 && k > 0) { if (kS[i][k] !== kS[i - 1][k]) { - /*console.log( - 'item ' + i + ' can be part of solution w,v: ' + weights[i - 1] + ',' + values[i - 1] - );*/ + //console.log( + // 'item ' + i + ' can be part of solution w,v: ' + weights[i - 1] + ',' + values[i - 1] + // ); i--; k -= kS[i][k]; } else { diff --git a/src/js/algorithms/search/binary-search-recursive.js b/src/js/algorithms/search/binary-search-recursive.js index f422fe8f..d8daa439 100644 --- a/src/js/algorithms/search/binary-search-recursive.js +++ b/src/js/algorithms/search/binary-search-recursive.js @@ -7,11 +7,11 @@ function binarySearchRecursive(array, value, low, high, compareFn = defaultCompa const element = array[mid]; if (compareFn(element, value) === Compare.LESS_THAN) { return binarySearchRecursive(array, value, mid + 1, high, compareFn); - } else if (compareFn(element, value) === Compare.BIGGER_THAN) { + } + if (compareFn(element, value) === Compare.BIGGER_THAN) { return binarySearchRecursive(array, value, low, mid - 1, compareFn); - } else { - return mid; } + return mid; } return DOES_NOT_EXIST; } From 1ff78ec512018d7e09916e6d44162ad4a4a67f15 Mon Sep 17 00:00:00 2001 From: loiane Date: Sun, 8 Apr 2018 21:45:11 -0400 Subject: [PATCH 19/96] [Algorithm Design and Techniques] --- src/js/algorithms/dynamic-programing/knapsack.js | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/js/algorithms/dynamic-programing/knapsack.js b/src/js/algorithms/dynamic-programing/knapsack.js index 7ee43dad..9c979360 100644 --- a/src/js/algorithms/dynamic-programing/knapsack.js +++ b/src/js/algorithms/dynamic-programing/knapsack.js @@ -4,9 +4,9 @@ function findValues(n, capacity, kS) { // console.log('Items that are part of the solution:'); while (i > 0 && k > 0) { if (kS[i][k] !== kS[i - 1][k]) { - //console.log( - // 'item ' + i + ' can be part of solution w,v: ' + weights[i - 1] + ',' + values[i - 1] - // ); + // console.log( + // item ' + i + ' can be part of solution w,v: ' + weights[i - 1] + ',' + values[i - 1] + // ); i--; k -= kS[i][k]; } else { From 24e5e916cec6be6a5945f8d22a952a60f25a3b59 Mon Sep 17 00:00:00 2001 From: Christian Bender Date: Mon, 9 Apr 2018 16:16:58 +0200 Subject: [PATCH 20/96] removed error handling --- 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Bender Date: Mon, 9 Apr 2018 16:20:50 +0200 Subject: [PATCH 21/96] simplified the code and clean up. --- src/ts/others/balanced-symbols.ts | 20 +++----------------- 1 file changed, 3 insertions(+), 17 deletions(-) diff --git a/src/ts/others/balanced-symbols.ts b/src/ts/others/balanced-symbols.ts index cf8c2fe4..35636d7e 100644 --- a/src/ts/others/balanced-symbols.ts +++ b/src/ts/others/balanced-symbols.ts @@ -10,34 +10,20 @@ export function parenthesesChecker(symbols: string) { let top: string; while (index < symbols.length && balanced) { - symbol = symbols.charAt(index); + symbol = symbols[index]; if (opens.indexOf(symbol) >= 0) { stack.push(symbol); - // console.log(`open symbol - stacking ${symbol}`); } else { - // console.log(`close symbol ${symbol}`); if (stack.isEmpty()) { balanced = false; - // console.log('Stack is empty, no more symbols to pop and compare'); } else { top = stack.pop(); - // if (!matches(top, symbol)){ if (!(opens.indexOf(top) === closers.indexOf(symbol))) { balanced = false; - /* console.log( - `poping symbol ${top} - is not a match compared to ${symbol}` - ); */ - } /* else { - console.log( - `poping symbol ${top} - is is a match compared to ${symbol}` - ); - } */ + } } } index++; } - if (balanced && stack.isEmpty()) { - return true; - } - return false; + return balanced && stack.isEmpty(); } From fb2742522936f646e593b2ab87c01c5c4c332ce5 Mon Sep 17 00:00:00 2001 From: Christian Bender Date: Mon, 9 Apr 2018 16:25:10 +0200 Subject: [PATCH 22/96] Used the *= operator by factorial.ts --- src/ts/others/factorial.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/ts/others/factorial.ts b/src/ts/others/factorial.ts index 5ee10414..e6e4cea9 100644 --- a/src/ts/others/factorial.ts +++ b/src/ts/others/factorial.ts @@ -4,7 +4,7 @@ export function factorialIterative(number: number) { } let total = 1; for (let n = number; n > 1; n--) { - total = total * n; + total *= n; } return total; } From e2426d5e57bb40ff7a25a800dd3f3533d2ad1dfd Mon Sep 17 00:00:00 2001 From: Christian Bender Date: Mon, 9 Apr 2018 16:31:59 +0200 Subject: [PATCH 23/96] removed unnecessary variable isEqual --- src/ts/others/palindrome-checker.ts | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/src/ts/others/palindrome-checker.ts b/src/ts/others/palindrome-checker.ts index 10c5a21a..4742d1cd 100644 --- a/src/ts/others/palindrome-checker.ts +++ b/src/ts/others/palindrome-checker.ts @@ -9,20 +9,19 @@ export function palindromeChecker(aString: string) { const deque = new Deque(); const lowerString = aString.toLocaleLowerCase().split(' ').join(''); - let isEqual = true; let firstChar: string, lastChar: string; for (let i = 0; i < lowerString.length; i++) { deque.addBack(lowerString.charAt(i)); } - while (deque.size() > 1 && isEqual) { + while (deque.size() > 1) { firstChar = deque.removeFront(); lastChar = deque.removeBack(); if (firstChar !== lastChar) { - isEqual = false; + return false; } } - return isEqual; + return true; } From 05841872b04369ca824272d2a9cadda7350c490d Mon Sep 17 00:00:00 2001 From: Christian Bender Date: Mon, 9 Apr 2018 16:37:30 +0200 Subject: [PATCH 24/96] removed variable isEqual by the javascript version. of palindrome check --- src/js/others/palindrome-checker.js | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/src/js/others/palindrome-checker.js b/src/js/others/palindrome-checker.js index 17a0c581..54210c7b 100644 --- a/src/js/others/palindrome-checker.js +++ b/src/js/others/palindrome-checker.js @@ -10,7 +10,6 @@ export function palindromeChecker(aString) { } const deque = new Deque(); const lowerString = aString.toLocaleLowerCase().split(' ').join(''); - let isEqual = true; let firstChar; let lastChar; @@ -18,13 +17,13 @@ export function palindromeChecker(aString) { deque.addBack(lowerString.charAt(i)); } - while (deque.size() > 1 && isEqual) { + while (deque.size() > 1) { firstChar = deque.removeFront(); lastChar = deque.removeBack(); if (firstChar !== lastChar) { - isEqual = false; + return false; } } - return isEqual; + return true; } From cdd647c169174d9338db011b50fd4324fd67dec7 Mon Sep 17 00:00:00 2001 From: Christian Bender Date: Mon, 9 Apr 2018 16:46:04 +0200 Subject: [PATCH 25/96] Put in defaultCompare the constant EQUALS --- src/js/util.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/js/util.js b/src/js/util.js index 70e85181..f88d7bcd 100644 --- a/src/js/util.js +++ b/src/js/util.js @@ -18,7 +18,7 @@ export function biggerEquals(a, b, compareFn) { export function defaultCompare(a, b) { if (a === b) { - return 0; + return Compare.EQUALS; } return a < b ? Compare.LESS_THAN : Compare.BIGGER_THAN; } From 7d3fa40b4261f6d6848f1eae8fb27ac87c0aa14e Mon Sep 17 00:00:00 2001 From: Christian Bender Date: Mon, 9 Apr 2018 17:01:57 +0200 Subject: [PATCH 26/96] clean up --- src/js/algorithms/sorting/quicksort.js | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/src/js/algorithms/sorting/quicksort.js b/src/js/algorithms/sorting/quicksort.js index 2ac40b4a..ede28fd5 100644 --- a/src/js/algorithms/sorting/quicksort.js +++ b/src/js/algorithms/sorting/quicksort.js @@ -4,18 +4,15 @@ function partition(array, left, right, compareFn) { const pivot = array[Math.floor((right + left) / 2)]; let i = left; let j = right; - // console.log('pivot is ' + pivot + '; left is ' + left + '; right is ' + right); + while (i <= j) { while (compareFn(array[i], pivot) === Compare.LESS_THAN) { i++; - // console.log('i = ' + i); } while (compareFn(array[j], pivot) === Compare.BIGGER_THAN) { j--; - // console.log('j = ' + j); } if (i <= j) { - // 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"sha512-0aP01LLIskjKs3lq52EC0aGBAJhLq7B2Rd8HC/DR/PtNNpcLilNmHC12O+hu0usQpo7wtHNRqtrhBwtDb0+dNg==", + "dev": true, + "requires": { + "has-flag": "3.0.0" + } + } + } + }, + "yn": { + "version": "2.0.0", + "resolved": "https://registry.npmjs.org/yn/-/yn-2.0.0.tgz", + "integrity": "sha1-5a2ryKz0CPY4X8dklWhMiOavaJo=", + "dev": true + } + } +} diff --git a/package.json b/package.json index 1f3edd60..16575cb0 100644 --- a/package.json +++ b/package.json @@ -30,7 +30,8 @@ "generate-report": "nyc --report-dir coverage npm run test && nyc report --reporter=text", "generate-report2": "nyc --report-dir coverage npm run test", "go": "npm run clean && npm run lint && npm run build && npm run test", - "webpack": "webpack --env build" + "webpack": "webpack --env build", + "serve" :"http-server" }, "nyc": { "include": [ @@ -77,5 +78,8 @@ "webpack": "^4.1.1", "webpack-cli": "^2.0.12", "yargs": "^11.0.0" + }, + "dependencies": { + "http-server": "^0.11.1" } } From 3daf9ea221b8f14bb55a971d702d830d1d78bfc9 Mon Sep 17 00:00:00 2001 From: "greenkeeper[bot]" Date: Thu, 19 Apr 2018 09:11:19 +0000 Subject: [PATCH 28/96] fix: pin nyc to 11.7.0 --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 35d8ee07..d007a2a5 100644 --- a/package.json +++ b/package.json @@ -70,7 +70,7 @@ "istanbul": "^v1.1.0-alpha.1", "mocha": "^5.0.4", "mochawesome": "^3.0.2", - "nyc": "^11.6.0", + "nyc": "11.7.0", "ts-node": "^5.0.1", "tslint": "^5.9.1", "typescript": "^2.7.2", From cd98518c5fc975bd69089a0dcc527be5f6d5f805 Mon Sep 17 00:00:00 2001 From: "greenkeeper[bot]" Date: Thu, 19 Apr 2018 17:15:52 +0000 Subject: [PATCH 29/96] chore(package): update @types/mocha to version 5.2.0 --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 35d8ee07..9d0c8ea0 100644 --- a/package.json +++ b/package.json @@ -54,7 +54,7 @@ }, "devDependencies": { "@types/chai": "^4.1.2", - "@types/mocha": "^5.0.0", + "@types/mocha": "^5.2.0", "babel-cli": "^6.26.0", "babel-core": "^6.26.0", "babel-eslint": "^8.2.2", From 8e0c9982ea493e613faf676ce30763fcecf21ea6 Mon Sep 17 00:00:00 2001 From: "greenkeeper[bot]" Date: Sat, 21 Apr 2018 07:18:19 +0000 Subject: [PATCH 30/96] fix: pin webpack-cli to 2.0.14 --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 35d8ee07..c49a6968 100644 --- a/package.json +++ b/package.json @@ -75,7 +75,7 @@ "tslint": "^5.9.1", "typescript": "^2.7.2", "webpack": "^4.1.1", - "webpack-cli": "^2.0.12", + "webpack-cli": "2.0.14", "yargs": "^11.0.0" } } From 4fb0158fdb96b82ed41e09ad80e930a5f4ea5fd9 Mon Sep 17 00:00:00 2001 From: Loiane Groner Date: Tue, 24 Apr 2018 15:43:19 -0400 Subject: [PATCH 31/96] Update index.html --- examples/index.html | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/index.html b/examples/index.html index 51d70f57..71c20da7 100644 --- a/examples/index.html +++ b/examples/index.html @@ -98,7 +98,7 @@ 03-Adding Removing Elements 04-Two Dimensional - MultiDimensional 05-ArrayMethods - 06-ES2015+ Methods + 06-ES2015+ Methods 07-Sorting 08-Searching 09-TypedArrays From 153a6bf70b78e4d1e0b5549b99f812086046e94e Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 24 Apr 2018 15:45:48 -0400 Subject: [PATCH 32/96] [Queues and Deques] --- src/js/index.js | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/js/index.js b/src/js/index.js index 50f655b4..096a418c 100644 --- a/src/js/index.js +++ b/src/js/index.js @@ -15,8 +15,8 @@ export { parenthesesChecker } from './others/balanced-symbols'; // chapter 04 export { default as Queue } from './data-structures/queue'; export { default as Deque } from './data-structures/deque'; -export { default as hotPotato } from './others/hot-potato'; -export { default as palindromeChecker } from './others/palindrome-checker'; +export { hotPotato } from './others/hot-potato'; +export { palindromeChecker } from './others/palindrome-checker'; // chapter 05 export { default as LinkedList } from './data-structures/linked-list'; From 0b6ac6fcb7b12d575bfcb979cdc0eefbcdcde061 Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 24 Apr 2018 15:57:28 -0400 Subject: [PATCH 33/96] redme --- README.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index ad8f6b21..726baaeb 100644 --- a/README.md +++ b/README.md @@ -26,9 +26,8 @@ Work in Progress. * 10: [Heap](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter10) * 11: [Graphs](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter11) * 12: [Sorting and Searching Algorithms](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter12) -* 13: [String and Math Algorithms](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter13) -* 14: [Algorithm Design and Techniques](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter14) -* 15: [Algorithm Complexity](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter15) +* 13: [Algorithm Design and Techniques](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter14) +* 14: [Algorithm Complexity](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter15) ### Third Edition Updates From 0c0a8967fb6696e14478e8c2df9389091e61d82c Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 24 Apr 2018 20:29:21 -0400 Subject: [PATCH 34/96] Algorithm Complexity --- examples/chapter15/01-BigONotation.html | 10 ++++ examples/chapter15/01-BigONotation.js | 65 +++++++++++++++++++++++++ examples/chapter15/bigOChart/chart.js | 37 ++++++++++++++ 3 files changed, 112 insertions(+) create mode 100755 examples/chapter15/01-BigONotation.html create mode 100755 examples/chapter15/01-BigONotation.js create mode 100755 examples/chapter15/bigOChart/chart.js diff --git a/examples/chapter15/01-BigONotation.html b/examples/chapter15/01-BigONotation.html new file mode 100755 index 00000000..317a5bfb --- /dev/null +++ b/examples/chapter15/01-BigONotation.html @@ -0,0 +1,10 @@ + + + + + + + + + + \ No newline at end of file diff --git a/examples/chapter15/01-BigONotation.js b/examples/chapter15/01-BigONotation.js new file mode 100755 index 00000000..a48bd6ab --- /dev/null +++ b/examples/chapter15/01-BigONotation.js @@ -0,0 +1,65 @@ +//*************** o(1) +function increment(num){ + console.log('cost for increment with input ' + num + ' is 1'); + return ++num; +} + +increment(1); +increment(2); + +//*************** o(n) + +function createNonSortedArray(size){ + var array = []; + + for (var i = size; i> 0; i--){ + array[i] = i; + } + + return array; +} + +function sequentialSearch(array, item){ + var cost = 0; + for (var i=0; i array[j+1]){ + swap(array, j, j+1); + } + } + } + console.log('cost for bubbleSort with input size ' + length + ' is ' + cost); +} + +var array1 = createNonSortedArray(99); +var array2 = createNonSortedArray(999); +var array3 = createNonSortedArray(9999); +bubbleSort(array1); +bubbleSort(array2); +bubbleSort(array3); \ No newline at end of file diff --git a/examples/chapter15/bigOChart/chart.js b/examples/chapter15/bigOChart/chart.js new file mode 100755 index 00000000..765794df --- /dev/null +++ b/examples/chapter15/bigOChart/chart.js @@ -0,0 +1,37 @@ +google.load('visualization', '1.0', {'packages':['corechart']}); +google.setOnLoadCallback(drawChart); + +function drawChart() { + + var data = new google.visualization.DataTable(); + data.addColumn('string', 'n'); + data.addColumn('number', 'O(1)'); + data.addColumn('number', 'O(log n)'); + data.addColumn('number', 'O(n)'); + data.addColumn('number', 'O(n log n)'); + data.addColumn('number', 'O(n^2)'); + data.addColumn('number', 'O(2^n)'); + + for (var i = 0; i <= 30; i++) { + data.addRow([i+'', 1, Math.log(i), i, Math.log(i)*i, Math.pow(i,2), Math.pow(2,i)]); + } + + var options = {'title':'Big O Notation Complexity Chart', + 'width':700, + 'height':600, + 'backgroundColor':{stroke:'#CCC',strokeWidth:1}, + 'curveType':'function', + 'hAxis':{ + title:'Elements (n)', + showTextEvery:5 + }, + 'vAxis':{ + title:'Operations', + viewWindowMode:'explicit', + viewWindow:{min:0,max:450} + } + }; + + var chart = new google.visualization.LineChart(document.getElementById('chart_div')); + chart.draw(data, options); +} \ No newline at end of file From 9e19d76bf093b6d2453ae775966629f25360f1bb Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 24 Apr 2018 20:29:47 -0400 Subject: [PATCH 35/96] Algorithm Complexity --- examples/chapter15/bigOChart/index.html | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100755 examples/chapter15/bigOChart/index.html diff --git a/examples/chapter15/bigOChart/index.html b/examples/chapter15/bigOChart/index.html new file mode 100755 index 00000000..31118263 --- /dev/null +++ b/examples/chapter15/bigOChart/index.html @@ -0,0 +1,14 @@ + + + + + + + + + +
+ + \ No newline at end of file From 4c35e6bfe3d26e686229818d5e46014d7fa24ac7 Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 24 Apr 2018 20:29:57 -0400 Subject: [PATCH 36/96] organized chapters --- README.md | 29 ++-- .../01-HelloWorld.html | 0 .../01-HelloWorld.js | 0 .../02-Variables.html | 0 .../02-Variables.js | 0 .../03-Operators.html | 0 .../03-Operators.js | 0 .../04-TruthyFalsy.html | 0 .../04-TruthyFalsy.js | 0 .../05-EqualsOperators.html | 0 .../05-EqualsOperators.js | 0 .../06-ConditionalStatements.html | 0 .../06-ConditionalStatements.js | 0 .../{chapter01 => chapter01_02}/07-Loops.html | 0 .../{chapter01 => chapter01_02}/07-Loops.js | 0 .../08-Functions.html | 0 .../08-Functions.js | 0 .../09-ObjectOrientedJS.html | 0 .../09-ObjectOrientedJS.js | 0 .../10-ES2015-ES6-letconst.html | 0 .../10-ES2015-ES6-letconst.js | 0 .../11-ES2015-ES6-variableScope.html | 0 .../11-ES2015-ES6-variableScope.html.js | 0 .../12-ES2015-ES6-StringTemplates.html | 0 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examples/{chapter12 => chapter13}/01-MergeSort.html (100%) rename examples/{chapter12 => chapter13}/01-MergeSort.js (100%) rename examples/{chapter12 => chapter13}/01-QuickSort.html (100%) rename examples/{chapter12 => chapter13}/01-QuickSort.js (100%) rename examples/{chapter12 => chapter13}/01-RadixSort.html (100%) rename examples/{chapter12 => chapter13}/01-RadixSort.js (100%) rename examples/{chapter12 => chapter13}/01-SelectionSort.html (100%) rename examples/{chapter12 => chapter13}/01-SelectionSort.js (100%) diff --git a/README.md b/README.md index 726baaeb..b0a4a805 100644 --- a/README.md +++ b/README.md @@ -14,20 +14,21 @@ Work in Progress. ## List of available chapters: -* 01: [JavaScript, ECMAScript and TypeScript: a quick overview](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter01) -* 02: [Arrays](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter02) -* 03: [Stacks](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter03) -* 04: [Queues and Deques](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter04) -* 05: [LinkedLists](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter05) -* 06: [Sets](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter06) -* 07: [Dictionaries and Hashes](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter07) -* 08: [Recursion](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter08) -* 09: [Trees](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter09) -* 10: [Heap](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter10) -* 11: [Graphs](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter11) -* 12: [Sorting and Searching Algorithms](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter12) -* 13: [Algorithm Design and Techniques](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter14) -* 14: [Algorithm Complexity](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter15) +* 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) +* 03: [Arrays](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter03) +* 04: [Stacks](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter04) +* 05: [Queues and Deques](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter05) +* 06: [LinkedLists](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter06) +* 07: [Sets](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter07) +* 08: [Dictionaries and Hashes](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter08) +* 09: [Recursion](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter09) +* 10: [Trees](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter10) +* 11: [Heap](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter11) +* 12: [Graphs](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter12) +* 13: [Sorting and Searching Algorithms](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter13) +* 14: [Algorithm Design and Techniques](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter14) +* 15: [Algorithm Complexity](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter15) ### Third Edition Updates diff --git a/examples/chapter01/01-HelloWorld.html b/examples/chapter01_02/01-HelloWorld.html similarity index 100% rename from examples/chapter01/01-HelloWorld.html rename to examples/chapter01_02/01-HelloWorld.html diff --git a/examples/chapter01/01-HelloWorld.js b/examples/chapter01_02/01-HelloWorld.js similarity index 100% rename from examples/chapter01/01-HelloWorld.js rename to examples/chapter01_02/01-HelloWorld.js diff --git 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From 5c2634f6baa3f6251ec22c9cd873852f259254e7 Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 24 Apr 2018 20:46:48 -0400 Subject: [PATCH 37/96] organized chapters --- examples/index.html | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/index.html b/examples/index.html index 9b8424d8..0ed3a4fb 100644 --- a/examples/index.html +++ b/examples/index.html @@ -66,7 +66,7 @@
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From 5ecf15a42a9e47b98136d36657a1f2b6a50dbe66 Mon Sep 17 00:00:00 2001 From: loiane Date: Wed, 25 Apr 2018 09:07:04 -0400 Subject: [PATCH 46/96] updated readme --- README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/README.md b/README.md index b0a4a805..aa17055a 100644 --- a/README.md +++ b/README.md @@ -10,8 +10,6 @@ Learning JavaScript Data Structures and Algorithms Source code of **Learning JavaScript Data Structures and Algorithms** book, third edition. -Work in Progress. - ## List of available chapters: * 01: [JavaScript: a quick overview](https://github.com/loiane/javascript-datastructures-algorithms/tree/third-edition/examples/chapter01) From 6a2a8e1e587dfecf260ef2b9e432c52936914a59 Mon Sep 17 00:00:00 2001 From: loiane Date: Wed, 25 Apr 2018 09:28:54 -0400 Subject: [PATCH 47/96] [Sorting and Searching Algorithms] --- examples/index.html | 47 ++++++++++++++++++++++++++------------------- 1 file changed, 27 insertions(+), 20 deletions(-) diff --git a/examples/index.html b/examples/index.html index cf002f2d..f0fb0263 100644 --- a/examples/index.html +++ b/examples/index.html @@ -38,8 +38,7 @@
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From 3ad109910c6439ca15ed563a6b9dcbe807c9ac4b Mon Sep 17 00:00:00 2001 From: loiane Date: Wed, 25 Apr 2018 10:05:04 -0400 Subject: [PATCH 48/96] chore(package): update nyc to version 11.7.1 --- package-lock.json | 10 +++++----- package.json | 2 +- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/package-lock.json b/package-lock.json index effb80dd..858292cb 100644 --- a/package-lock.json +++ b/package-lock.json @@ -7003,9 +7003,9 @@ "dev": true }, "nyc": { - "version": "11.7.0", - "resolved": "https://registry.npmjs.org/nyc/-/nyc-11.7.0.tgz", - "integrity": "sha512-uby+bP7cpYik/xN66rQshaGVadTd8KWm5aDUHvhLcZ6ZvxYUljcxcEOGxzIHhcnqNuTdpzPHtc3quKF/As+WAg==", + "version": "11.7.1", + "resolved": "https://registry.npmjs.org/nyc/-/nyc-11.7.1.tgz", + "integrity": "sha512-EGePURSKUEpS1jWnEKAMhY+GWZzi7JC+f8iBDOATaOsLZW5hM/9eYx2dHGaEXa1ITvMm44CJugMksvP3NwMQMw==", "dev": true, "requires": { "archy": "1.0.0", @@ -7023,7 +7023,7 @@ "istanbul-lib-instrument": "1.10.1", "istanbul-lib-report": "1.1.3", "istanbul-lib-source-maps": "1.2.3", - "istanbul-reports": "1.3.0", + "istanbul-reports": "1.4.0", "md5-hex": "1.3.0", "merge-source-map": "1.1.0", "micromatch": "2.3.11", @@ -8122,7 +8122,7 @@ } }, "istanbul-reports": { - "version": "1.3.0", + "version": "1.4.0", "bundled": true, "dev": true, "requires": { diff --git a/package.json b/package.json index 1585e95d..55f51ad5 100644 --- a/package.json +++ b/package.json @@ -71,7 +71,7 @@ "istanbul": "^v1.1.0-alpha.1", "mocha": "^5.0.4", "mochawesome": "^3.0.2", - "nyc": "11.7.0", + "nyc": "11.7.1", "ts-node": "^5.0.1", "tslint": "^5.9.1", "typescript": "^2.7.2", From 1da992a692458de4025ecf39e597cfbe4706731d Mon Sep 17 00:00:00 2001 From: loiane Date: Wed, 25 Apr 2018 10:06:34 -0400 Subject: [PATCH 49/96] chore(package): update webpack-cli to version 2.0.15 --- package-lock.json | 6 +++--- package.json | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/package-lock.json b/package-lock.json index 858292cb..e9e6248b 100644 --- a/package-lock.json +++ b/package-lock.json @@ -12932,9 +12932,9 @@ } }, "webpack-cli": { - "version": "2.0.14", - "resolved": "https://registry.npmjs.org/webpack-cli/-/webpack-cli-2.0.14.tgz", - "integrity": "sha512-gRoWaxSi2JWiYsn1QgOTb6ENwIeSvN1YExZ+kJ0STsTZK7bWPElW+BBBv1UnTbvcPC3v7E17mK8hlFX8DOYSGw==", + "version": "2.0.15", + "resolved": "https://registry.npmjs.org/webpack-cli/-/webpack-cli-2.0.15.tgz", + "integrity": "sha512-bjNeIUO51D4OsmZ5ufzcpzVoacjxfWNfeBZKYL3jc+EMfCME3TyfdCPSUoKiOnebQChfupQuIRpAnx7L4l3Hew==", "dev": true, "requires": { "chalk": "2.4.0", diff --git a/package.json b/package.json index 55f51ad5..5ce012f7 100644 --- a/package.json +++ b/package.json @@ -76,7 +76,7 @@ "tslint": "^5.9.1", "typescript": "^2.7.2", "webpack": "^4.1.1", - "webpack-cli": "2.0.14", + "webpack-cli": "2.0.15", "yargs": "^11.0.0" }, "dependencies": { From 7d95a8b6c70ebd9cc374f7f26c6af8c7d3ba0133 Mon Sep 17 00:00:00 2001 From: loiane Date: Wed, 25 Apr 2018 11:01:27 -0400 Subject: [PATCH 50/96] chore --- package-lock.json | 25 +++++++++++++------------ 1 file changed, 13 insertions(+), 12 deletions(-) diff --git a/package-lock.json b/package-lock.json index e9e6248b..761f8495 100644 --- a/package-lock.json +++ b/package-lock.json @@ -11594,12 +11594,12 @@ "dev": true, "requires": { "arrify": "1.0.1", - "chalk": "2.3.2", + "chalk": "2.4.0", "diff": "3.5.0", "make-error": "1.3.4", "minimist": "1.2.0", "mkdirp": "0.5.1", - "source-map-support": "0.5.4", + "source-map-support": "0.5.5", "yn": "2.0.0" }, "dependencies": { @@ -11613,14 +11613,14 @@ } }, "chalk": { - "version": "2.3.2", - "resolved": "https://registry.npmjs.org/chalk/-/chalk-2.3.2.tgz", - "integrity": "sha512-ZM4j2/ld/YZDc3Ma8PgN7gyAk+kHMMMyzLNryCPGhWrsfAuDVeuid5bpRFTDgMH9JBK2lA4dyyAkkZYF/WcqDQ==", + "version": "2.4.0", + "resolved": "https://registry.npmjs.org/chalk/-/chalk-2.4.0.tgz", + "integrity": 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binarySearchRecursive } from '../../../../src/js/index'; +import { testSearchAlgorithm } from './search-algorithms-tests'; + +testSearchAlgorithm(binarySearchRecursive, 'Binary Search Recursive'); + From 901388c8dcdfd07775e78f06f31baa5e218ef8f9 Mon Sep 17 00:00:00 2001 From: loiane Date: Wed, 25 Apr 2018 12:27:07 -0400 Subject: [PATCH 52/96] added tests --- examples/PacktDataStructuresAlgorithms.min.js | 2 +- .../PacktDataStructuresAlgorithms.min.js.map | 2 +- src/js/data-structures/binary-search-tree.js | 6 +- src/js/data-structures/models/node.js | 4 +- test/js/data-structures/avl-tree.spec.js | 32 ++++++ .../binary-search-tree.spec.js | 108 ++++++++++++++++++ test/js/data-structures/heap.spec.js | 75 ++++++++++++ test/ts/data-structures/heap.spec.ts | 6 +- 8 files changed, 224 insertions(+), 11 deletions(-) create mode 100644 test/js/data-structures/avl-tree.spec.js create mode 100644 test/js/data-structures/binary-search-tree.spec.js create mode 100644 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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 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<= 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 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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},${this.items[i]}`;\n }\n return objString;\n }\n}\n","import { Compare, defaultCompare } from '../../util';\n\nexport const insertionSort = (array, compareFn = defaultCompare) => {\n const { length } = array;\n let temp;\n for (let i = 1; i < length; i++) {\n let j = i;\n temp = array[i];\n // console.log('to be inserted ' + temp);\n while (j > 0 && compareFn(array[j - 1], temp) === Compare.BIGGER_THAN) {\n // console.log('shift ' + array[j - 1]);\n array[j] = array[j - 1];\n j--;\n }\n // console.log('insert ' + temp);\n array[j] = temp;\n }\n return array;\n};\n","export class Node {\n constructor(key) {\n this.key = key;\n this.left = null;\n this.right = null;\n }\n toString() {\n return `${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 = null;\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 null;\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 = null;\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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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 diff --git a/src/js/data-structures/binary-search-tree.js b/src/js/data-structures/binary-search-tree.js index b05de8b2..0dbe9519 100644 --- a/src/js/data-structures/binary-search-tree.js +++ b/src/js/data-structures/binary-search-tree.js @@ -4,7 +4,7 @@ import { Node } from './models/node'; export default class BinarySearchTree { constructor(compareFn = defaultCompare) { this.compareFn = compareFn; - this.root = null; + this.root = undefined; } insert(key) { // special case: first key @@ -99,7 +99,7 @@ export default class BinarySearchTree { } removeNode(node, key) { if (node == null) { - return null; + return undefined; } if (this.compareFn(key, node.key) === Compare.LESS_THAN) { node.left = this.removeNode(node.left, key); @@ -115,7 +115,7 @@ export default class BinarySearchTree { // 3 - a node with 2 children // case 1 if (node.left == null && node.right == null) { - node = null; + node = undefined; return node; } // case 2 diff --git a/src/js/data-structures/models/node.js b/src/js/data-structures/models/node.js index 6d3b54a7..70339215 100644 --- a/src/js/data-structures/models/node.js +++ b/src/js/data-structures/models/node.js @@ -1,8 +1,8 @@ export class Node { constructor(key) { this.key = key; - this.left = null; - this.right = null; + this.left = undefined; + this.right = undefined; } toString() { return `${this.key}`; diff --git a/test/js/data-structures/avl-tree.spec.js b/test/js/data-structures/avl-tree.spec.js new file mode 100644 index 00000000..f113e561 --- /dev/null +++ b/test/js/data-structures/avl-tree.spec.js @@ -0,0 +1,32 @@ +import 'mocha'; +import { expect } from 'chai'; +import { AVLTree } from '../../../src/js/index'; + +describe('AVLTree', () => { + let tree; + + beforeEach(() => { + tree = new AVLTree(); + }); + + it('starts empty', () => { + expect(tree.getRoot()).to.equal(null); + }); + + it('inserts elements in the AVLTree', () => { + expect(tree.getRoot()).to.equal(null); + + tree.insert(1); + tree.insert(2); + tree.insert(3); + tree.insert(4); + tree.insert(5); + tree.insert(6); + tree.insert(7); + tree.insert(14); + tree.insert(15); + tree.insert(13); + tree.insert(12); + tree.insert(11); + }); +}); diff --git a/test/js/data-structures/binary-search-tree.spec.js b/test/js/data-structures/binary-search-tree.spec.js new file mode 100644 index 00000000..8b940818 --- /dev/null +++ b/test/js/data-structures/binary-search-tree.spec.js @@ -0,0 +1,108 @@ +import 'mocha'; +import { expect } from 'chai'; +import { BinarySearchTree } from '../../../src/js/index'; + +describe('BinarySearchTree', () => { + let tree; + + beforeEach(() => { + tree = new BinarySearchTree(); + }); + + it('starts empty', () => { + expect(tree.getRoot()).to.equal(undefined); + }); + + function assertNode(node, key, left, right) { + if (key != null) { + expect(node.key).to.equal(key); + } else { + expect(node).to.equal(key); + return; + } + + if (left != null) { + expect(node.left.key).to.equal(left); + } else { + expect(node.left).to.equal(left); + } + + if (right != null) { + expect(node.right.key).to.equal(right); + } else { + expect(node.right).to.equal(right); + } + } + + it('inserts elements in the BST', () => { + expect(tree.getRoot()).to.equal(undefined); + + tree.insert(11); + tree.insert(7); + tree.insert(15); + tree.insert(5); + tree.insert(3); + tree.insert(9); + tree.insert(8); + tree.insert(10); + tree.insert(13); + tree.insert(12); + tree.insert(14); + tree.insert(20); + tree.insert(18); + tree.insert(25); + + let node = tree.getRoot(); + assertNode(node, 11, 7, 15); + + node = node.left; + assertNode(node, 7, 5, 9); + + node = node.left; + assertNode(node, 5, 3, undefined); + + node = node.left; + assertNode(node, 3, undefined, undefined); + + node = tree.getRoot().left.left.right; + assertNode(node, undefined, undefined, undefined); + + node = tree.getRoot().left.right; + assertNode(node, 9, 8, 10); + + node = node.left; + assertNode(node, 8, undefined, undefined); + + node = tree.getRoot().left.right.right; + assertNode(node, 10, undefined, undefined); + + node = tree.getRoot().right; + assertNode(node, 15, 13, 20); + + node = node.left; + assertNode(node, 13, 12, 14); + + node = node.left; + assertNode(node, 12, undefined, undefined); + + node = tree.getRoot().right.left.right; + assertNode(node, 14, undefined, undefined); + + node = tree.getRoot().right.right; + assertNode(node, 20, 18, 25); + + node = node.left; + assertNode(node, 18, undefined, undefined); + + node = tree.getRoot().right.right.right; + assertNode(node, 25, undefined, undefined); + }); + + it('verifies if element exists', () => { + expect(tree.getRoot()).to.equal(undefined); + }); + + it('removes a leaf', () => { + expect(tree.getRoot()).to.equal(undefined); + }); +}); diff --git a/test/js/data-structures/heap.spec.js b/test/js/data-structures/heap.spec.js new file mode 100644 index 00000000..15ce1bce --- /dev/null +++ b/test/js/data-structures/heap.spec.js @@ -0,0 +1,75 @@ +import 'mocha'; +import { expect } from 'chai'; +import { MinHeap, heapSort } from '../../../src/js/index'; + +describe('Heap', () => { + let heap; + + beforeEach(() => { + heap = new MinHeap(); + }); + + it('starts empty MinHeap', () => { + expect(heap.size()).to.equal(0); + expect(heap.isEmpty()).to.equal(true); + }); + + it('inserts values in the MinHeap', () => { + const resultArray = []; + for (let i = 1; i < 10; i++) { + resultArray.push(i); + heap.insert(i); + expect(heap.getAsArray()).to.deep.equal(resultArray); + } + }); + + it('finds the min value from the MinHeap', () => { + const resultArray = []; + for (let i = 10; i >= 1; i--) { + resultArray.push(i); + heap.insert(i); + expect(heap.findMinimum()).to.equal(i); + } + }); + + it('performs heapify in the MinHeap', () => { + const resultArray = []; + for (let i = 10; i >= 1; i--) { + resultArray.push(i); + } + expect(heap.heapify(resultArray)).to.deep.equal(resultArray); + }); + + it('extracts the min value from the MinHeap', () => { + let resultArray = []; + for (let i = 1; i < 10; i++) { + resultArray.push(i); + heap.insert(i); + expect(heap.getAsArray()).to.deep.equal(resultArray); + } + + resultArray = [ + [], + [2, 4, 3, 8, 5, 6, 7, 9], + [3, 4, 6, 8, 5, 9, 7], + [4, 5, 6, 8, 7, 9], + [5, 7, 6, 8, 9], + [6, 7, 9, 8], + [7, 8, 9], + [8, 9], + [9], + [] + ]; + + for (let i = 1; i < 10; i++) { + expect(heap.extract()).to.equal(i); + expect(heap.getAsArray()).to.deep.equal(resultArray[i]); + } + }); + + it('Heap Sort', () => { + const array = [3, 2, 5, 6, 1, 7, 8, 9]; + + expect(heapSort(array)).to.deep.equal([1, 2, 3, 5, 6, 7, 8, 9]); + }); +}); diff --git a/test/ts/data-structures/heap.spec.ts b/test/ts/data-structures/heap.spec.ts index bdfc2eca..6a543fcd 100644 --- a/test/ts/data-structures/heap.spec.ts +++ b/test/ts/data-structures/heap.spec.ts @@ -1,8 +1,6 @@ import 'mocha'; import { expect } from 'chai'; -import { MinHeap } from '../../../src/ts/index'; -import { MaxHeap } from '../../../src/ts/data-structures/heap'; -import heapSort from '../../../src/ts/algorithms/sorting/heap-sort'; +import { MinHeap, heapSort } from '../../../src/ts/index'; describe('Heap', () => { let heap: MinHeap; @@ -55,7 +53,7 @@ describe('Heap', () => { [2, 4, 3, 8, 5, 6, 7, 9], [3, 4, 6, 8, 5, 9, 7], [4, 5, 6, 8, 7, 9], - [5, 7 , 6, 8, 9], + [5, 7, 6, 8, 9], [6, 7, 9, 8], [7, 8, 9], [8, 9], From 08e897039ec48c615b26036b8a856088759568a8 Mon Sep 17 00:00:00 2001 From: loiane Date: Wed, 25 Apr 2018 12:43:16 -0400 Subject: [PATCH 53/96] added tests --- .../backtracking/rat-in-maze.spec.js | 21 +++++++ .../backtracking/sudoku-solver.spec.js | 57 +++++++++++++++++++ 2 files changed, 78 insertions(+) create mode 100644 test/js/algorithms/backtracking/rat-in-maze.spec.js create mode 100644 test/js/algorithms/backtracking/sudoku-solver.spec.js diff --git a/test/js/algorithms/backtracking/rat-in-maze.spec.js b/test/js/algorithms/backtracking/rat-in-maze.spec.js new file mode 100644 index 00000000..b88e1d60 --- /dev/null +++ b/test/js/algorithms/backtracking/rat-in-maze.spec.js @@ -0,0 +1,21 @@ +import 'mocha'; +import { expect } from 'chai'; +import { ratInAMaze } from '../../../../src/js/index'; + +describe('Rat in a maze', () => { + it('rat in a maze solver', () => { + const maze = [ + [1, 0, 0, 0], + [1, 1, 1, 1], + [0, 0, 1, 0], + [0, 1, 1, 1] + ]; + const solution = [ + [1, 0, 0, 0], + [1, 1, 1, 0], + [0, 0, 1, 0], + [0, 0, 1, 1] + ]; + expect(ratInAMaze(maze)).to.deep.equal(solution); + }); +}); diff --git a/test/js/algorithms/backtracking/sudoku-solver.spec.js b/test/js/algorithms/backtracking/sudoku-solver.spec.js new file mode 100644 index 00000000..f4d8c216 --- /dev/null +++ b/test/js/algorithms/backtracking/sudoku-solver.spec.js @@ -0,0 +1,57 @@ +import 'mocha'; +import { expect } from 'chai'; +import { sudokuSolver } from '../../../../src/js/index'; + +describe('Sudoku Solver', () => { + it('sudoku solver', () => { + const grid = [ + [3, 0, 6, 5, 0, 8, 4, 0, 0], + [5, 2, 0, 0, 0, 0, 0, 0, 0], + [0, 8, 7, 0, 0, 0, 0, 3, 1], + [0, 0, 3, 0, 1, 0, 0, 8, 0], + [9, 0, 0, 8, 6, 3, 0, 0, 5], + [0, 5, 0, 0, 9, 0, 6, 0, 0], + [1, 3, 0, 0, 0, 0, 2, 5, 0], + [0, 0, 0, 0, 0, 0, 0, 7, 4], + [0, 0, 5, 2, 0, 6, 3, 0, 0] + ]; + const solution = [ + [3, 1, 6, 5, 7, 8, 4, 9, 2], + [5, 2, 9, 1, 3, 4, 7, 6, 8], + [4, 8, 7, 6, 2, 9, 5, 3, 1], + [2, 6, 3, 4, 1, 5, 9, 8, 7], + [9, 7, 4, 8, 6, 3, 1, 2, 5], + [8, 5, 1, 7, 9, 2, 6, 4, 3], + [1, 3, 8, 9, 4, 7, 2, 5, 6], + [6, 9, 2, 3, 5, 1, 8, 7, 4], + [7, 4, 5, 2, 8, 6, 3, 1, 9] + ]; + expect(sudokuSolver(grid)).to.deep.equal(solution); + }); + + it('sudoku solver 2', () => { + const grid = [ + [5, 3, 0, 0, 7, 0, 0, 0, 0], + [6, 0, 0, 1, 9, 5, 0, 0, 0], + [0, 9, 8, 0, 0, 0, 0, 6, 0], + [8, 0, 0, 0, 6, 0, 0, 0, 3], + [4, 0, 0, 8, 0, 3, 0, 0, 1], + [7, 0, 0, 0, 2, 0, 0, 0, 6], + [0, 6, 0, 0, 0, 0, 2, 8, 0], + [0, 0, 0, 4, 1, 9, 0, 0, 5], + [0, 0, 0, 0, 8, 0, 0, 7, 9] + ]; + const solution = [ + [5, 3, 4, 6, 7, 8, 9, 1, 2], + [6, 7, 2, 1, 9, 5, 3, 4, 8], + [1, 9, 8, 3, 4, 2, 5, 6, 7], + [8, 5, 9, 7, 6, 1, 4, 2, 3], + [4, 2, 6, 8, 5, 3, 7, 9, 1], + [7, 1, 3, 9, 2, 4, 8, 5, 6], + [9, 6, 1, 5, 3, 7, 2, 8, 4], + [2, 8, 7, 4, 1, 9, 6, 3, 5], + [3, 4, 5, 2, 8, 6, 1, 7, 9] + ]; + expect(sudokuSolver(grid)).to.deep.equal(solution); + }); +}); From 15f2925bad0dbdb65f79b29bffa1c535024b999d Mon Sep 17 00:00:00 2001 From: loiane Date: Wed, 25 Apr 2018 15:36:37 -0400 Subject: [PATCH 54/96] added tests --- src/ts/algorithms/greedy/knapsack.ts | 2 +- .../greedy/longest-common-subsequence.ts | 2 +- src/ts/algorithms/greedy/min-coin-change.ts | 2 +- src/ts/index.ts | 14 +++++++++++--- test/ts/algorithms/greedy/knapsack.spec.ts | 15 +++++++++++++++ .../greedy/longest-common-subsequence.spec.ts | 0 .../greedy/matrix-chain-multiplication.spec.ts | 0 test/ts/algorithms/greedy/min-coin-change.spec.ts | 14 ++++++++++++++ 8 files changed, 43 insertions(+), 6 deletions(-) create mode 100644 test/ts/algorithms/greedy/knapsack.spec.ts create mode 100644 test/ts/algorithms/greedy/longest-common-subsequence.spec.ts create mode 100644 test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts create mode 100644 test/ts/algorithms/greedy/min-coin-change.spec.ts diff --git a/src/ts/algorithms/greedy/knapsack.ts b/src/ts/algorithms/greedy/knapsack.ts index 68b235ec..101ebae5 100644 --- a/src/ts/algorithms/greedy/knapsack.ts +++ b/src/ts/algorithms/greedy/knapsack.ts @@ -1,4 +1,4 @@ -function knapSack(capacity: number, weights: number[], values: number[]) { +export function knapSack(capacity: number, weights: number[], values: number[]) { const n = values.length; let load = 0; let val = 0; diff --git a/src/ts/algorithms/greedy/longest-common-subsequence.ts b/src/ts/algorithms/greedy/longest-common-subsequence.ts index 45ce0ac9..a7239f66 100644 --- a/src/ts/algorithms/greedy/longest-common-subsequence.ts +++ b/src/ts/algorithms/greedy/longest-common-subsequence.ts @@ -1,4 +1,4 @@ -function lcs(wordX: string, wordY: string, m = wordX.length, n = wordY.length): number { +export function lcs(wordX: string, wordY: string, m = wordX.length, n = wordY.length): number { if (m === 0 || n === 0) { return 0; } diff --git a/src/ts/algorithms/greedy/min-coin-change.ts b/src/ts/algorithms/greedy/min-coin-change.ts index 7e8f7f72..14f3fbf6 100644 --- a/src/ts/algorithms/greedy/min-coin-change.ts +++ b/src/ts/algorithms/greedy/min-coin-change.ts @@ -1,4 +1,4 @@ -function minCoinChange(coins: number[], amount: number) { +export function minCoinChange(coins: number[], amount: number) { const change: number[] = []; let total = 0; for (let i = coins.length; i >= 0; i--) { diff --git a/src/ts/index.ts b/src/ts/index.ts index b1e507e1..6a3ed6cb 100644 --- a/src/ts/index.ts +++ b/src/ts/index.ts @@ -63,9 +63,17 @@ export { findMinValue as findMinValue } from './algorithms/search/min-max-search // chapter 14 export { binarySearch as binarySearchRecursive } from './algorithms/search/binary-search-recursive'; -export { minCoinChange as minCoinChange } from './algorithms/dynamic-programing/min-coin-change'; -export { ratInAMaze as ratInAMaze } from './algorithms/backtracking/rat-in-maze'; -export { sudokuSolver as sudokuSolver } from './algorithms/backtracking/sudoku-solver'; +export { minCoinChange } from './algorithms/dynamic-programing/min-coin-change'; +export { minCoinChange as minCoinChangeGreedy } from './algorithms/greedy/min-coin-change'; +export { knapSack } from './algorithms/dynamic-programing/knapsack'; +export { knapSack as knapSackRecursive } from './algorithms/dynamic-programing/knapsack-recursive'; +export { knapSack as knapSackGreedy } from './algorithms/greedy/knapsack'; +export { lcs } from './algorithms/dynamic-programing/longest-common-subsequence'; +export { lcs as lcsPrint } from './algorithms/dynamic-programing/longest-common-subsequence-print'; +export { lcs as lcsRecursive } from './algorithms/greedy/longest-common-subsequence'; +export { ratInAMaze } from './algorithms/backtracking/rat-in-maze'; +export { sudokuSolver } from './algorithms/backtracking/sudoku-solver'; + /* import { hotPotato } from './others/hot-potato'; diff --git a/test/ts/algorithms/greedy/knapsack.spec.ts b/test/ts/algorithms/greedy/knapsack.spec.ts new file mode 100644 index 00000000..0997bafd --- /dev/null +++ b/test/ts/algorithms/greedy/knapsack.spec.ts @@ -0,0 +1,15 @@ +import 'mocha'; +import { expect } from 'chai'; +import { knapSackGreedy } from '../../../../src/ts/index'; + +describe('Min Coin Change Greedy', () => { + const SIZE = 100; + + it('works with greedy approach', () => { + const values = [3, 4, 5]; + const weights = [2, 3, 4]; + const capacity = 5; + + expect(knapSackGreedy(capacity, weights, values)).to.equal(7); + }); +}); diff --git a/test/ts/algorithms/greedy/longest-common-subsequence.spec.ts b/test/ts/algorithms/greedy/longest-common-subsequence.spec.ts new file mode 100644 index 00000000..e69de29b diff --git a/test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts b/test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts new file mode 100644 index 00000000..e69de29b diff --git a/test/ts/algorithms/greedy/min-coin-change.spec.ts b/test/ts/algorithms/greedy/min-coin-change.spec.ts new file mode 100644 index 00000000..c16e4de0 --- /dev/null +++ b/test/ts/algorithms/greedy/min-coin-change.spec.ts @@ -0,0 +1,14 @@ +import 'mocha'; +import { expect } from 'chai'; +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]); + }); + +}); From 675a986db497bf63d8b72dda87c22c6e2dd884b5 Mon Sep 17 00:00:00 2001 From: "greenkeeper[bot]" Date: Mon, 30 Apr 2018 11:22:47 +0000 Subject: [PATCH 55/96] chore(package): update webpack-cli to version 2.1.1 --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 5ce012f7..754e062d 100644 --- a/package.json +++ b/package.json @@ -76,7 +76,7 @@ "tslint": "^5.9.1", "typescript": "^2.7.2", "webpack": "^4.1.1", - "webpack-cli": "2.0.15", + "webpack-cli": "2.1.1", "yargs": "^11.0.0" }, "dependencies": { From 7df2a07a98fee899b55d8c2d8656fe1f7bdf086e Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 1 May 2018 10:17:29 -0400 Subject: [PATCH 56/96] [Algorithm Design and Techniques] --- examples/PacktDataStructuresAlgorithms.min.js | 2 +- .../PacktDataStructuresAlgorithms.min.js.map | 2 +- .../07-LongestCommonSubsequenceDP.js | 8 + .../08-LongestCommonSubsequenceRecursive.js | 6 + .../09-MatrixChainMultiplicationDP.js | 5 + .../10-MatrixChainMultiplicationRecursive.js | 5 + .../13-IntroFunctionalProgramming.js | 147 + package-lock.json | 4916 ++++++++--------- .../longest-common-subsequence-print.js | 5 +- src/js/index.js | 2 + .../longest-common-subsequence-print.ts | 5 +- .../knapsack-recursive.spec.ts | 16 + .../dynamic-programming/knapsack.spec.ts | 16 + test/ts/algorithms/greedy/knapsack.spec.ts | 2 +- .../greedy/longest-common-subsequence.spec.ts | 0 .../matrix-chain-multiplication.spec.ts | 0 16 files changed, 2671 insertions(+), 2466 deletions(-) create mode 100644 test/ts/algorithms/dynamic-programming/knapsack-recursive.spec.ts create mode 100644 test/ts/algorithms/dynamic-programming/knapsack.spec.ts delete mode 100644 test/ts/algorithms/greedy/longest-common-subsequence.spec.ts delete mode 100644 test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts diff --git a/examples/PacktDataStructuresAlgorithms.min.js b/examples/PacktDataStructuresAlgorithms.min.js index f3775d20..b7d4c0c6 100644 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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/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..8eb154a3 100644 --- a/examples/chapter14/09-MatrixChainMultiplicationDP.js +++ b/examples/chapter14/09-MatrixChainMultiplicationDP.js @@ -0,0 +1,5 @@ +const { matrixChainOrder } = PacktDataStructuresAlgorithms; + +const p = [10, 100, 5, 50, 1]; +const n = p.length; +console.log(matrixChainOrder(p, n)); diff --git a/examples/chapter14/10-MatrixChainMultiplicationRecursive.js b/examples/chapter14/10-MatrixChainMultiplicationRecursive.js index e69de29b..aecd31e2 100644 --- a/examples/chapter14/10-MatrixChainMultiplicationRecursive.js +++ b/examples/chapter14/10-MatrixChainMultiplicationRecursive.js @@ -0,0 +1,5 @@ +const { matrixChainOrderGreedy } = PacktDataStructuresAlgorithms; + +const p = [10, 100, 5, 50, 1]; +const n = p.length; +console.log(matrixChainOrderGreedy(p, n)); 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/package-lock.json b/package-lock.json index 761f8495..38e97403 100644 --- a/package-lock.json +++ b/package-lock.json @@ -20,10 +20,10 @@ "dev": true, "requires": { "@babel/types": "7.0.0-beta.44", - "jsesc": "2.5.1", - "lodash": "4.17.4", - "source-map": "0.5.7", - "trim-right": "1.0.1" + "jsesc": "^2.5.1", + "lodash": "^4.2.0", + "source-map": "^0.5.0", + "trim-right": "^1.0.1" }, "dependencies": { "jsesc": { @@ -69,9 +69,9 @@ "integrity": "sha512-Il19yJvy7vMFm8AVAh6OZzaFoAd0hbkeMZiX3P5HGD+z7dyI7RzndHB0dg6Urh/VAFfHtpOIzDUSxmY6coyZWQ==", "dev": true, "requires": { - "chalk": "2.4.0", - "esutils": "2.0.2", - "js-tokens": "3.0.2" + "chalk": "^2.0.0", + "esutils": "^2.0.2", + "js-tokens": "^3.0.0" }, "dependencies": { "ansi-styles": { @@ -80,7 +80,7 @@ "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==", "dev": true, "requires": { - "color-convert": "1.9.1" + "color-convert": "^1.9.0" } }, "chalk": { @@ -89,9 +89,9 @@ "integrity": "sha512-Wr/w0f4o9LuE7K53cD0qmbAMM+2XNLzR29vFn5hqko4sxGlUsyy363NvmyGIyk5tpe9cjTr9SJYbysEyPkRnFw==", "dev": true, "requires": { - "ansi-styles": "3.2.1", - "escape-string-regexp": "1.0.5", - "supports-color": "5.4.0" + "ansi-styles": "^3.2.1", + "escape-string-regexp": "^1.0.5", + "supports-color": "^5.3.0" } }, "supports-color": { @@ -100,7 +100,7 @@ "integrity": "sha512-zjaXglF5nnWpsq470jSv6P9DwPvgLkuapYmfDm3JWOm0vkNTVF2tI4UrN2r6jH1qM/uc/WtxYY1hYoA2dOKj5w==", "dev": true, "requires": { - "has-flag": "3.0.0" + "has-flag": "^3.0.0" } } } @@ -114,7 +114,7 @@ "@babel/code-frame": "7.0.0-beta.44", "@babel/types": "7.0.0-beta.44", "babylon": "7.0.0-beta.44", - "lodash": "4.17.4" + "lodash": "^4.2.0" }, "dependencies": { "babylon": { @@ -137,10 +137,10 @@ "@babel/helper-split-export-declaration": "7.0.0-beta.44", "@babel/types": "7.0.0-beta.44", "babylon": "7.0.0-beta.44", - "debug": "3.1.0", - "globals": "11.4.0", - "invariant": "2.2.2", - "lodash": "4.17.4" + "debug": "^3.1.0", + "globals": "^11.1.0", + "invariant": "^2.2.0", + "lodash": "^4.2.0" }, "dependencies": { "babylon": { @@ -172,9 +172,9 @@ "integrity": "sha512-5eTV4WRmqbaFM3v9gHAIljEQJU4Ssc6fxL61JN+Oe2ga/BwyjzjamwkCVVAQjHGuAX8i0BWo42dshL8eO5KfLQ==", "dev": true, "requires": { - "esutils": "2.0.2", - "lodash": "4.17.4", - "to-fast-properties": "2.0.0" + "esutils": "^2.0.2", + "lodash": "^4.2.0", + "to-fast-properties": "^2.0.0" }, "dependencies": { "to-fast-properties": { @@ -221,7 +221,7 @@ "integrity": "sha512-zVWV8Z8lislJoOKKqdNMOB+s6+XV5WERty8MnKBeFgwA+19XJjJHs2RP5dzM57FftIs+jQnRToLiWazKr6sSWg==", "dev": true, "requires": { - "acorn": "5.5.3" + "acorn": "^5.0.0" } }, "acorn-jsx": { @@ -230,7 +230,7 @@ "integrity": "sha1-r9+UiPsezvyDSPb7IvRk4ypYs2s=", "dev": true, "requires": { - "acorn": "3.3.0" + "acorn": "^3.0.4" }, "dependencies": { "acorn": { @@ -247,10 +247,10 @@ "integrity": "sha1-c7Xuyj+rZT49P5Qis0GtQiBdyWU=", "dev": true, "requires": { - "co": "4.6.0", - "fast-deep-equal": "1.1.0", - "fast-json-stable-stringify": "2.0.0", - "json-schema-traverse": "0.3.1" + "co": "^4.6.0", + "fast-deep-equal": "^1.0.0", + "fast-json-stable-stringify": "^2.0.0", + "json-schema-traverse": "^0.3.0" } }, "ajv-keywords": { @@ -265,9 +265,9 @@ "integrity": "sha1-DNkKVhCT810KmSVsIrcGlDP60Rc=", "dev": true, "requires": { - "kind-of": "3.2.2", - "longest": "1.0.1", - "repeat-string": "1.6.1" + "kind-of": "^3.0.2", + "longest": "^1.0.1", + "repeat-string": "^1.5.2" } }, "amdefine": { @@ -307,8 +307,8 @@ "dev": true, "optional": true, "requires": { - "micromatch": "2.3.11", - "normalize-path": "2.1.1" + "micromatch": "^2.1.5", + "normalize-path": "^2.0.0" } }, "append-transform": { @@ -317,7 +317,7 @@ "integrity": "sha1-126/jKlNJ24keja61EpLdKthGZE=", "dev": true, "requires": { - "default-require-extensions": "1.0.0" + "default-require-extensions": "^1.0.0" } }, "aproba": { @@ -332,7 +332,7 @@ "integrity": "sha1-c9g7wmP4bpf4zE9rrhsOkKfSLIY=", "dev": true, "requires": { - "sprintf-js": "1.0.3" + "sprintf-js": "~1.0.2" } }, "argv": { @@ -347,7 +347,7 @@ "integrity": "sha1-jzuCf5Vai9ZpaX5KQlasPOrjVs8=", "dev": true, "requires": { - "arr-flatten": "1.1.0" + "arr-flatten": "^1.0.1" } }, "arr-flatten": { @@ -374,7 +374,7 @@ "integrity": "sha1-mjRBDk9OPaI96jdb5b5w8kd47Dk=", "dev": true, "requires": { - "array-uniq": "1.0.3" + "array-uniq": "^1.0.1" } }, "array-uniq": { @@ -413,9 +413,9 @@ "integrity": "sha512-p32cOF5q0Zqs9uBiONKYLm6BClCoBCM5O9JfeUSlnQLBTxYdTK+pW+nXflm8UkKd2UYlEbYz5qEi0JuZR9ckSw==", "dev": true, "requires": { - "bn.js": "4.11.8", - "inherits": "2.0.3", - "minimalistic-assert": "1.0.1" + "bn.js": "^4.0.0", + "inherits": "^2.0.1", + "minimalistic-assert": "^1.0.0" } }, "assert": { @@ -492,21 +492,21 @@ "integrity": "sha1-UCq1SHTX24itALiHoGODzgPQAvE=", "dev": true, "requires": { - "babel-core": "6.26.0", - "babel-polyfill": "6.26.0", - "babel-register": "6.26.0", - "babel-runtime": "6.26.0", - "chokidar": "1.7.0", - "commander": "2.11.0", - "convert-source-map": "1.5.0", - "fs-readdir-recursive": "1.0.0", - "glob": "7.1.2", - "lodash": "4.17.4", - "output-file-sync": "1.1.2", - "path-is-absolute": "1.0.1", - "slash": "1.0.0", - "source-map": "0.5.7", - "v8flags": "2.1.1" + "babel-core": "^6.26.0", + "babel-polyfill": "^6.26.0", + "babel-register": "^6.26.0", + "babel-runtime": "^6.26.0", + "chokidar": "^1.6.1", + "commander": "^2.11.0", + "convert-source-map": "^1.5.0", + "fs-readdir-recursive": "^1.0.0", + "glob": "^7.1.2", + "lodash": "^4.17.4", + "output-file-sync": "^1.1.2", + "path-is-absolute": "^1.0.1", + "slash": "^1.0.0", + "source-map": "^0.5.6", + "v8flags": "^2.1.1" } }, "babel-code-frame": { @@ -515,9 +515,9 @@ "integrity": "sha1-Y/1D99weO7fONZR9uP42mj9Yx0s=", "dev": true, "requires": { - "chalk": "1.1.3", - "esutils": "2.0.2", - "js-tokens": "3.0.2" + "chalk": "^1.1.3", + "esutils": "^2.0.2", + "js-tokens": "^3.0.2" } }, "babel-core": { @@ -526,25 +526,25 @@ "integrity": "sha1-rzL3izGm/O8RnIew/Y2XU/A6C7g=", "dev": true, "requires": { - "babel-code-frame": "6.26.0", - "babel-generator": "6.26.0", - "babel-helpers": "6.24.1", - "babel-messages": "6.23.0", - "babel-register": "6.26.0", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0", - "babylon": "6.18.0", - "convert-source-map": "1.5.0", - "debug": "2.6.8", - "json5": "0.5.1", - "lodash": "4.17.4", - "minimatch": "3.0.4", - "path-is-absolute": "1.0.1", - "private": "0.1.7", - "slash": "1.0.0", - "source-map": "0.5.7" + "babel-code-frame": "^6.26.0", + "babel-generator": "^6.26.0", + "babel-helpers": "^6.24.1", + "babel-messages": "^6.23.0", + "babel-register": "^6.26.0", + "babel-runtime": "^6.26.0", + "babel-template": "^6.26.0", + "babel-traverse": "^6.26.0", + "babel-types": "^6.26.0", + "babylon": "^6.18.0", + "convert-source-map": "^1.5.0", + "debug": "^2.6.8", + "json5": "^0.5.1", + "lodash": "^4.17.4", + "minimatch": "^3.0.4", + "path-is-absolute": "^1.0.1", + "private": "^0.1.7", + "slash": "^1.0.0", + "source-map": "^0.5.6" } }, "babel-eslint": { @@ -557,8 +557,8 @@ "@babel/traverse": "7.0.0-beta.44", "@babel/types": "7.0.0-beta.44", "babylon": "7.0.0-beta.44", - "eslint-scope": "3.7.1", - "eslint-visitor-keys": "1.0.0" + "eslint-scope": "~3.7.1", + "eslint-visitor-keys": "^1.0.0" }, "dependencies": { "babylon": { @@ -575,14 +575,14 @@ "integrity": "sha1-rBriAHC3n248odMmlhMFN3TyDcU=", "dev": true, "requires": { - "babel-messages": "6.23.0", - "babel-runtime": "6.26.0", - "babel-types": "6.26.0", - "detect-indent": "4.0.0", - "jsesc": "1.3.0", - "lodash": "4.17.4", - "source-map": "0.5.7", - "trim-right": "1.0.1" + "babel-messages": "^6.23.0", + "babel-runtime": "^6.26.0", + "babel-types": "^6.26.0", + "detect-indent": "^4.0.0", + "jsesc": "^1.3.0", + "lodash": "^4.17.4", + "source-map": "^0.5.6", + "trim-right": "^1.0.1" } }, "babel-helper-bindify-decorators": { @@ -591,9 +591,9 @@ "integrity": "sha1-FMGeXxQte0fxmlJDHlKxzLxAozA=", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0" + "babel-runtime": "^6.22.0", + "babel-traverse": "^6.24.1", + "babel-types": "^6.24.1" } }, "babel-helper-builder-binary-assignment-operator-visitor": { @@ -602,9 +602,9 @@ "integrity": "sha1-zORReto1b0IgvK6KAsKzRvmlZmQ=", "dev": true, "requires": { - "babel-helper-explode-assignable-expression": "6.24.1", - "babel-runtime": "6.26.0", - "babel-types": "6.26.0" + "babel-helper-explode-assignable-expression": "^6.24.1", + "babel-runtime": "^6.22.0", + "babel-types": "^6.24.1" } }, "babel-helper-call-delegate": { @@ -613,10 +613,10 @@ "integrity": "sha1-7Oaqzdx25Bw0YfiL/Fdb0Nqi340=", "dev": true, "requires": { - "babel-helper-hoist-variables": "6.24.1", - "babel-runtime": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0" + "babel-helper-hoist-variables": "^6.24.1", + "babel-runtime": "^6.22.0", + "babel-traverse": "^6.24.1", + "babel-types": "^6.24.1" } }, "babel-helper-define-map": { @@ -625,10 +625,10 @@ "integrity": "sha1-pfVtq0GiX5fstJjH66ypgZ+Vvl8=", "dev": true, "requires": { - "babel-helper-function-name": "6.24.1", - "babel-runtime": "6.26.0", - "babel-types": "6.26.0", - "lodash": "4.17.4" + "babel-helper-function-name": "^6.24.1", + "babel-runtime": "^6.26.0", + "babel-types": "^6.26.0", + "lodash": "^4.17.4" }, "dependencies": { "babel-helper-function-name": { @@ -637,11 +637,11 @@ "integrity": "sha1-00dbjAPtmCQqJbSDUasYOZ01gKk=", "dev": true, "requires": { - "babel-helper-get-function-arity": "6.24.1", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0" + "babel-helper-get-function-arity": "^6.24.1", + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1", + "babel-traverse": "^6.24.1", + "babel-types": "^6.24.1" } }, "babel-helper-get-function-arity": { @@ -650,8 +650,8 @@ "integrity": "sha1-j3eCqpNAfEHTqlCQj4mwMbG2hT0=", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-types": "6.26.0" + "babel-runtime": "^6.22.0", + "babel-types": "^6.24.1" } } } @@ -662,9 +662,9 @@ "integrity": "sha1-8luCz33BBDPFX3BZLVdGQArCLKo=", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0" + "babel-runtime": "^6.22.0", + "babel-traverse": "^6.24.1", + "babel-types": "^6.24.1" } }, "babel-helper-explode-class": { @@ -673,10 +673,10 @@ "integrity": "sha1-fcKjkQ3uAHBW4eMdZAztPVTqqes=", "dev": true, "requires": { - "babel-helper-bindify-decorators": "6.24.1", - "babel-runtime": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0" + "babel-helper-bindify-decorators": "^6.24.1", + "babel-runtime": "^6.22.0", + "babel-traverse": "^6.24.1", + "babel-types": "^6.24.1" } }, "babel-helper-function-name": { @@ -685,11 +685,11 @@ "integrity": "sha1-00dbjAPtmCQqJbSDUasYOZ01gKk=", "dev": true, "requires": { - "babel-helper-get-function-arity": "6.24.1", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0" + "babel-helper-get-function-arity": "^6.24.1", + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1", + "babel-traverse": "^6.24.1", + "babel-types": "^6.24.1" } }, "babel-helper-get-function-arity": { @@ -698,8 +698,8 @@ "integrity": "sha1-j3eCqpNAfEHTqlCQj4mwMbG2hT0=", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-types": "6.26.0" + "babel-runtime": "^6.22.0", + "babel-types": "^6.24.1" } }, "babel-helper-hoist-variables": { @@ -708,8 +708,8 @@ "integrity": "sha1-HssnaJydJVE+rbyZFKc/VAi+enY=", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-types": "6.26.0" + "babel-runtime": "^6.22.0", + "babel-types": "^6.24.1" } }, "babel-helper-optimise-call-expression": { @@ -718,8 +718,8 @@ "integrity": "sha1-96E0J7qfc/j0+pk8VKl4gtEkQlc=", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-types": "6.26.0" + "babel-runtime": "^6.22.0", + "babel-types": "^6.24.1" } }, "babel-helper-regex": { @@ -728,9 +728,9 @@ "integrity": "sha1-MlxZ+QL4LyS3T6zu0DY5VPZJXnI=", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-types": "6.26.0", - "lodash": "4.17.4" + "babel-runtime": "^6.26.0", + "babel-types": "^6.26.0", + "lodash": "^4.17.4" } }, "babel-helper-remap-async-to-generator": { @@ -739,11 +739,11 @@ "integrity": "sha1-XsWBgnrXI/7N04HxySg5BnbkVRs=", "dev": true, "requires": { - "babel-helper-function-name": "6.24.1", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0" + "babel-helper-function-name": "^6.24.1", + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1", + "babel-traverse": "^6.24.1", + "babel-types": "^6.24.1" }, "dependencies": { "babel-helper-function-name": { @@ -752,11 +752,11 @@ "integrity": "sha1-00dbjAPtmCQqJbSDUasYOZ01gKk=", "dev": true, "requires": { - "babel-helper-get-function-arity": "6.24.1", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0" + "babel-helper-get-function-arity": "^6.24.1", + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1", + "babel-traverse": "^6.24.1", + "babel-types": "^6.24.1" } }, "babel-helper-get-function-arity": { @@ -765,8 +765,8 @@ "integrity": "sha1-j3eCqpNAfEHTqlCQj4mwMbG2hT0=", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-types": "6.26.0" + "babel-runtime": "^6.22.0", + "babel-types": "^6.24.1" } } } @@ -777,12 +777,12 @@ "integrity": "sha1-v22/5Dk40XNpohPKiov3S2qQqxo=", "dev": true, "requires": { - "babel-helper-optimise-call-expression": "6.24.1", - "babel-messages": "6.23.0", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0" + "babel-helper-optimise-call-expression": "^6.24.1", + "babel-messages": "^6.23.0", + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1", + "babel-traverse": "^6.24.1", + "babel-types": "^6.24.1" } }, "babel-helpers": { @@ -791,8 +791,8 @@ "integrity": "sha1-NHHenK7DiOXIUOWX5Yom3fN2ArI=", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-template": "6.26.0" + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1" } }, "babel-loader": { @@ -801,9 +801,9 @@ "integrity": "sha512-/hbyEvPzBJuGpk9o80R0ZyTej6heEOr59GoEUtn8qFKbnx4cJm9FWES6J/iv644sYgrtVw9JJQkjaLW/bqb5gw==", "dev": true, "requires": { - "find-cache-dir": "1.0.0", - "loader-utils": "1.1.0", - "mkdirp": "0.5.1" + "find-cache-dir": "^1.0.0", + "loader-utils": "^1.0.2", + "mkdirp": "^0.5.1" } }, "babel-messages": { @@ -812,7 +812,7 @@ "integrity": "sha1-8830cDhYA1sqKVHG7F7fbGLyYw4=", "dev": true, "requires": { - "babel-runtime": "6.26.0" + "babel-runtime": "^6.22.0" } }, "babel-plugin-add-module-exports": { @@ -827,7 +827,7 @@ "integrity": "sha1-NRV7EBQm/S/9PaP3XH0ekYNbv4o=", "dev": true, "requires": { - "babel-runtime": "6.26.0" + "babel-runtime": "^6.22.0" } }, "babel-plugin-syntax-async-functions": { @@ -902,9 +902,9 @@ "integrity": "sha1-8FiQAUX9PpkHpt3yjaWfIVJYpds=", "dev": true, "requires": { - "babel-helper-remap-async-to-generator": "6.24.1", - "babel-plugin-syntax-async-generators": "6.13.0", - "babel-runtime": "6.26.0" + "babel-helper-remap-async-to-generator": "^6.24.1", + "babel-plugin-syntax-async-generators": "^6.5.0", + "babel-runtime": "^6.22.0" } }, "babel-plugin-transform-async-to-generator": { @@ -913,9 +913,9 @@ "integrity": "sha1-ZTbjeK/2yx1VF6wOQOs+n8jQh2E=", "dev": true, "requires": { - "babel-helper-remap-async-to-generator": "6.24.1", - "babel-plugin-syntax-async-functions": "6.13.0", - "babel-runtime": "6.26.0" + "babel-helper-remap-async-to-generator": "^6.24.1", + "babel-plugin-syntax-async-functions": "^6.8.0", + "babel-runtime": "^6.22.0" } }, "babel-plugin-transform-class-constructor-call": { @@ -924,9 +924,9 @@ "integrity": "sha1-gNwoVQWsBn3LjWxl4vbxGrd2Xvk=", "dev": true, "requires": { - "babel-plugin-syntax-class-constructor-call": "6.18.0", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0" + "babel-plugin-syntax-class-constructor-call": "^6.18.0", + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1" } }, "babel-plugin-transform-class-properties": { @@ -935,10 +935,10 @@ "integrity": "sha1-anl2PqYdM9NvN7YRqp3vgagbRqw=", "dev": true, "requires": { - "babel-helper-function-name": "6.24.1", - "babel-plugin-syntax-class-properties": "6.13.0", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0" + "babel-helper-function-name": "^6.24.1", + "babel-plugin-syntax-class-properties": "^6.8.0", + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1" } }, "babel-plugin-transform-decorators": { @@ -947,11 +947,11 @@ "integrity": "sha1-eIAT2PjGtSIr33s0Q5Df13Vp4k0=", "dev": true, "requires": { - "babel-helper-explode-class": "6.24.1", - "babel-plugin-syntax-decorators": "6.13.0", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0", - "babel-types": "6.26.0" + "babel-helper-explode-class": "^6.24.1", + "babel-plugin-syntax-decorators": "^6.13.0", + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1", + "babel-types": "^6.24.1" } }, "babel-plugin-transform-es2015-arrow-functions": { @@ -960,7 +960,7 @@ "integrity": "sha1-RSaSy3EdX3ncf4XkQM5BufJE0iE=", "dev": true, "requires": { - "babel-runtime": "6.26.0" + "babel-runtime": "^6.22.0" } }, "babel-plugin-transform-es2015-block-scoped-functions": { @@ -969,7 +969,7 @@ "integrity": "sha1-u8UbSflk1wy42OC5ToICRs46YUE=", "dev": true, "requires": { - "babel-runtime": "6.26.0" + "babel-runtime": "^6.22.0" } }, "babel-plugin-transform-es2015-block-scoping": { @@ -978,11 +978,11 @@ "integrity": "sha1-1w9SmcEwjQXBL0Y4E7CgnnOxiV8=", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-template": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0", - "lodash": "4.17.4" + "babel-runtime": "^6.26.0", + "babel-template": "^6.26.0", + "babel-traverse": "^6.26.0", + "babel-types": "^6.26.0", + "lodash": "^4.17.4" } }, "babel-plugin-transform-es2015-classes": { @@ -991,15 +991,15 @@ "integrity": "sha1-WkxYpQyclGHlZLSyo7+ryXolhNs=", "dev": true, "requires": { - "babel-helper-define-map": "6.26.0", - "babel-helper-function-name": "6.24.1", - "babel-helper-optimise-call-expression": "6.24.1", - "babel-helper-replace-supers": "6.24.1", - "babel-messages": "6.23.0", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0" + "babel-helper-define-map": "^6.24.1", + "babel-helper-function-name": "^6.24.1", + "babel-helper-optimise-call-expression": "^6.24.1", + "babel-helper-replace-supers": "^6.24.1", + "babel-messages": "^6.23.0", + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1", + "babel-traverse": "^6.24.1", + "babel-types": "^6.24.1" }, "dependencies": { "babel-helper-function-name": { @@ -1008,11 +1008,11 @@ "integrity": "sha1-00dbjAPtmCQqJbSDUasYOZ01gKk=", "dev": true, "requires": { - "babel-helper-get-function-arity": "6.24.1", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0" + "babel-helper-get-function-arity": "^6.24.1", + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1", + "babel-traverse": "^6.24.1", + "babel-types": "^6.24.1" } }, "babel-helper-get-function-arity": { @@ -1021,8 +1021,8 @@ "integrity": "sha1-j3eCqpNAfEHTqlCQj4mwMbG2hT0=", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-types": "6.26.0" + "babel-runtime": "^6.22.0", + "babel-types": "^6.24.1" } } } @@ -1033,8 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"babel-plugin-transform-es2015-modules-systemjs": { @@ -1139,9 +1139,9 @@ "integrity": "sha1-/4mhQrkRmpBhlfXxBuzzBdlAfSM=", "dev": true, "requires": { - "babel-helper-hoist-variables": "6.24.1", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0" + "babel-helper-hoist-variables": "^6.24.1", + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1" } }, "babel-plugin-transform-es2015-modules-umd": { @@ -1150,9 +1150,9 @@ "integrity": "sha1-rJl+YoXNGO1hdq22B9YCNErThGg=", "dev": true, "requires": { - "babel-plugin-transform-es2015-modules-amd": "6.24.1", - "babel-runtime": "6.26.0", - "babel-template": "6.26.0" + "babel-plugin-transform-es2015-modules-amd": "^6.24.1", + "babel-runtime": "^6.22.0", + "babel-template": "^6.24.1" } }, "babel-plugin-transform-es2015-object-super": { @@ -1161,8 +1161,8 @@ "integrity": "sha1-JM72muIcuDp/hgPa0CH1cusnj40=", "dev": true, "requires": { - "babel-helper-replace-supers": "6.24.1", - "babel-runtime": "6.26.0" + "babel-helper-replace-supers": 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"requires": { - "babel-plugin-syntax-export-extensions": "6.13.0", - "babel-runtime": "6.26.0" + "babel-plugin-syntax-export-extensions": "^6.8.0", + "babel-runtime": "^6.22.0" } }, "babel-plugin-transform-flow-strip-types": { @@ -1277,8 +1277,8 @@ "integrity": "sha1-hMtnKTXUNxT9wyvOhFaNh0Qc988=", "dev": true, "requires": { - "babel-plugin-syntax-flow": "6.18.0", - "babel-runtime": "6.26.0" + "babel-plugin-syntax-flow": "^6.18.0", + "babel-runtime": "^6.22.0" } }, "babel-plugin-transform-object-rest-spread": { @@ -1287,8 +1287,8 @@ "integrity": "sha1-DzZpLVD+9rfi1LOsFHgTepY7ewY=", "dev": true, "requires": { - "babel-plugin-syntax-object-rest-spread": "6.13.0", - "babel-runtime": "6.26.0" + "babel-plugin-syntax-object-rest-spread": "^6.8.0", + "babel-runtime": "^6.26.0" } }, "babel-plugin-transform-regenerator": { @@ -1297,7 +1297,7 @@ "integrity": "sha1-4HA2lvveJ/Cj78rPi03KL3s6jy8=", "dev": true, "requires": { - "regenerator-transform": "0.10.1" + "regenerator-transform": "^0.10.0" } 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"babel-traverse": { @@ -1479,15 +1479,15 @@ "integrity": "sha1-RqnL1+3MYsjlwGTi0tjQ9ANXZu4=", "dev": true, "requires": { - "babel-code-frame": "6.26.0", - "babel-messages": "6.23.0", - "babel-runtime": "6.26.0", - "babel-types": "6.26.0", - "babylon": "6.18.0", - "debug": "2.6.8", - "globals": "9.18.0", - "invariant": "2.2.2", - "lodash": "4.17.4" + "babel-code-frame": "^6.26.0", + "babel-messages": "^6.23.0", + "babel-runtime": "^6.26.0", + "babel-types": "^6.26.0", + "babylon": "^6.18.0", + "debug": "^2.6.8", + "globals": "^9.18.0", + "invariant": "^2.2.2", + "lodash": "^4.17.4" } }, "babel-types": { @@ -1496,10 +1496,10 @@ "integrity": "sha1-o7Bz+Uq0nrb6Vc1lInozQ4BjJJc=", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "esutils": "2.0.2", - "lodash": "4.17.4", - "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": { @@ -1520,13 +1520,13 @@ "integrity": 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"^1.0.0", "concat-map": "0.0.1" } }, @@ -1652,9 +1652,9 @@ "integrity": "sha1-uneWLhLf+WnWt2cR6RS3N4V79qc=", "dev": true, "requires": { - "expand-range": "1.8.2", - "preserve": "0.2.0", - "repeat-element": "1.1.2" + "expand-range": "^1.8.1", + "preserve": "^0.2.0", + "repeat-element": "^1.1.2" } }, "brorand": { @@ -1675,12 +1675,12 @@ "integrity": "sha512-+7CHXqGuspUn/Sl5aO7Ea0xWGAtETPXNSAjHo48JfLdPWcMng33Xe4znFvQweqc/uzk5zSOI3H52CYnjCfb5hA==", "dev": true, "requires": { - "buffer-xor": "1.0.3", - "cipher-base": "1.0.4", - "create-hash": "1.2.0", - "evp_bytestokey": "1.0.3", - "inherits": "2.0.3", - "safe-buffer": "5.1.1" + "buffer-xor": "^1.0.3", + "cipher-base": "^1.0.0", + "create-hash": "^1.1.0", + "evp_bytestokey": "^1.0.3", + "inherits": "^2.0.1", + "safe-buffer": "^5.0.1" } }, "browserify-cipher": { @@ -1689,9 +1689,9 @@ "integrity": "sha512-sPhkz0ARKbf4rRQt2hTpAHqn47X3llLkUGn+xEJzLjwY8LRs2p0v7ljvI5EyoRO/mexrNunNECisZs+gw2zz1w==", "dev": true, "requires": { - "browserify-aes": "1.2.0", - "browserify-des": "1.0.1", - "evp_bytestokey": "1.0.3" + "browserify-aes": "^1.0.4", + "browserify-des": "^1.0.0", + "evp_bytestokey": "^1.0.0" } }, "browserify-des": { @@ -1700,9 +1700,9 @@ "integrity": "sha512-zy0Cobe3hhgpiOM32Tj7KQ3Vl91m0njwsjzZQK1L+JDf11dzP9qIvjreVinsvXrgfjhStXwUWAEpB9D7Gwmayw==", "dev": true, "requires": { - "cipher-base": "1.0.4", - "des.js": "1.0.0", - "inherits": "2.0.3" + "cipher-base": "^1.0.1", + "des.js": "^1.0.0", + "inherits": "^2.0.1" } }, "browserify-rsa": { @@ -1711,8 +1711,8 @@ "integrity": "sha1-IeCr+vbyApzy+vsTNWenAdQTVSQ=", "dev": true, "requires": { - "bn.js": "4.11.8", - "randombytes": "2.0.6" + "bn.js": "^4.1.0", + "randombytes": "^2.0.1" } }, "browserify-sign": { @@ -1721,13 +1721,13 @@ "integrity": "sha1-qk62jl17ZYuqa/alfmMMvXqT0pg=", "dev": true, "requires": { - "bn.js": "4.11.8", - "browserify-rsa": "4.0.1", - "create-hash": "1.2.0", - "create-hmac": "1.1.7", - "elliptic": "6.4.0", - "inherits": "2.0.3", - "parse-asn1": "5.1.1" + "bn.js": "^4.1.1", + "browserify-rsa": "^4.0.0", + "create-hash": "^1.1.0", + "create-hmac": "^1.1.2", + "elliptic": "^6.0.0", + "inherits": "^2.0.1", + "parse-asn1": "^5.0.0" } }, "browserify-zlib": { @@ -1736,7 +1736,7 @@ "integrity": "sha512-Z942RysHXmJrhqk88FmKBVq/v5tqmSkDz7p54G/MGyjMnCFFnC79XWNbg+Vta8W6Wb2qtSZTSxIGkJrRpCFEiA==", "dev": true, "requires": { - "pako": "1.0.6" + "pako": "~1.0.5" } }, "browserslist": { @@ -1745,8 +1745,8 @@ "integrity": "sha512-jAvM2ku7YDJ+leAq3bFH1DE0Ylw+F+EQDq4GkqZfgPEqpWYw9ofQH85uKSB9r3Tv7XDbfqVtE+sdvKJW7IlPJA==", "dev": true, "requires": { - "caniuse-lite": "1.0.30000748", - "electron-to-chromium": "1.3.27" + "caniuse-lite": "^1.0.30000744", + "electron-to-chromium": "^1.3.24" } }, "buffer": { @@ -1755,9 +1755,9 @@ "integrity": "sha1-bRu2AbB6TvztlwlBMgkwJ8lbwpg=", "dev": true, "requires": { - "base64-js": "1.3.0", - "ieee754": "1.1.11", - "isarray": "1.0.0" + "base64-js": "^1.0.2", + "ieee754": "^1.1.4", + "isarray": "^1.0.0" } }, "buffer-from": { @@ -1790,19 +1790,19 @@ "integrity": "sha512-Dph0MzuH+rTQzGPNT9fAnrPmMmjKfST6trxJeK7NQuHRaVw24VzPRWTmg9MpcwOVQZO0E1FBICUlFeNaKPIfHA==", "dev": true, "requires": { - "bluebird": "3.5.1", - "chownr": "1.0.1", - "glob": "7.1.2", - "graceful-fs": "4.1.11", - "lru-cache": "4.1.2", - "mississippi": "2.0.0", - "mkdirp": "0.5.1", - "move-concurrently": "1.0.1", - "promise-inflight": "1.0.1", - "rimraf": "2.6.2", - "ssri": "5.3.0", - "unique-filename": "1.1.0", - "y18n": "4.0.0" + "bluebird": "^3.5.1", + "chownr": "^1.0.1", + "glob": "^7.1.2", + "graceful-fs": "^4.1.11", + "lru-cache": "^4.1.1", + "mississippi": "^2.0.0", + "mkdirp": "^0.5.1", + "move-concurrently": "^1.0.1", + "promise-inflight": "^1.0.1", + "rimraf": "^2.6.2", + "ssri": "^5.2.4", + "unique-filename": "^1.1.0", + "y18n": "^4.0.0" }, "dependencies": { "y18n": { @@ -1819,15 +1819,15 @@ "integrity": "sha512-AKcdTnFSWATd5/GCPRxr2ChwIJ85CeyrEyjRHlKxQ56d4XJMGym0uAiKn0xbLOGOl3+yRpOTi484dVCEc5AUzQ==", "dev": true, "requires": { - "collection-visit": "1.0.0", - "component-emitter": "1.2.1", - "get-value": "2.0.6", - "has-value": "1.0.0", - "isobject": "3.0.1", - "set-value": "2.0.0", - "to-object-path": "0.3.0", - "union-value": "1.0.0", - "unset-value": "1.0.0" + "collection-visit": "^1.0.0", + "component-emitter": "^1.2.1", + "get-value": "^2.0.6", + "has-value": "^1.0.0", + "isobject": "^3.0.1", + "set-value": "^2.0.0", + "to-object-path": "^0.3.0", + "union-value": "^1.0.0", + "unset-value": "^1.0.0" }, "dependencies": { "isobject": { @@ -1867,7 +1867,7 @@ "integrity": "sha1-lAhe9jWB7NPaqSREqP6U6CV3dR8=", "dev": true, "requires": { - "callsites": "0.2.0" + "callsites": "^0.2.0" } }, "callsites": { @@ -1896,8 +1896,8 @@ "dev": true, "optional": true, "requires": { - "align-text": "0.1.4", - "lazy-cache": "1.0.4" + "align-text": "^0.1.3", + "lazy-cache": "^1.0.3" } }, "chai": { @@ -1906,12 +1906,12 @@ "integrity": "sha1-D2RYS6ZC8PKs4oBiefTwbKI61zw=", "dev": true, "requires": { - "assertion-error": "1.0.2", - "check-error": "1.0.2", - "deep-eql": "3.0.1", - "get-func-name": "2.0.0", - "pathval": "1.1.0", - "type-detect": "4.0.3" + "assertion-error": "^1.0.1", + "check-error": "^1.0.1", + "deep-eql": "^3.0.0", + "get-func-name": "^2.0.0", + "pathval": "^1.0.0", + "type-detect": "^4.0.0" } }, "chalk": { @@ -1920,11 +1920,11 @@ "integrity": "sha1-qBFcVeSnAv5NFQq9OHKCKn4J/Jg=", "dev": true, "requires": { - "ansi-styles": "2.2.1", - "escape-string-regexp": "1.0.5", - "has-ansi": "2.0.0", - "strip-ansi": "3.0.1", - "supports-color": "2.0.0" + "ansi-styles": "^2.2.1", + "escape-string-regexp": "^1.0.2", + "has-ansi": "^2.0.0", + "strip-ansi": "^3.0.0", + "supports-color": "^2.0.0" } }, "chardet": { @@ -1946,15 +1946,15 @@ "dev": true, "optional": true, "requires": { - "anymatch": "1.3.2", - "async-each": "1.0.1", - "fsevents": "1.1.2", - "glob-parent": "2.0.0", - "inherits": "2.0.3", - "is-binary-path": "1.0.1", - "is-glob": "2.0.1", - "path-is-absolute": "1.0.1", - "readdirp": "2.1.0" + "anymatch": "^1.3.0", + "async-each": "^1.0.0", + "fsevents": "^1.0.0", + "glob-parent": "^2.0.0", + "inherits": "^2.0.1", + "is-binary-path": "^1.0.0", + "is-glob": "^2.0.0", + "path-is-absolute": "^1.0.0", + "readdirp": "^2.0.0" } }, "chownr": { @@ -1975,8 +1975,8 @@ "integrity": "sha512-Kkht5ye6ZGmwv40uUDZztayT2ThLQGfnj/T71N/XzeZeo3nf8foyW7zGTsPYkEya3m5f3cAypH+qe7YOrM1U2Q==", "dev": true, "requires": { - "inherits": "2.0.3", - "safe-buffer": "5.1.1" + "inherits": "^2.0.1", + "safe-buffer": "^5.0.1" } }, "circular-json": { @@ -1991,10 +1991,10 @@ "integrity": "sha512-qOhPa/Fj7s6TY8H8esGu5QNpMMQxz79h+urzrNYN6mn+9BnxlDGf5QZ+XeCDsxSjPqsSR56XOZOJmpeurnLMeg==", "dev": true, "requires": { - "arr-union": "3.1.0", - "define-property": "0.2.5", - "isobject": "3.0.1", - "static-extend": "0.1.2" + "arr-union": "^3.1.0", + "define-property": "^0.2.5", + "isobject": "^3.0.0", + "static-extend": "^0.1.1" }, "dependencies": { "define-property": { @@ -2003,7 +2003,7 @@ "integrity": "sha1-w1se+RjsPJkPmlvFe+BKrOxcgRY=", "dev": true, "requires": { - "is-descriptor": "0.1.6" + "is-descriptor": "^0.1.0" } }, "isobject": { @@ -2020,7 +2020,7 @@ "integrity": "sha1-s12sN2R5+sw+lHR9QdDQ9SOP/LU=", "dev": true, "requires": { - "restore-cursor": "2.0.0" + "restore-cursor": "^2.0.0" } }, "cli-spinners": { @@ -2053,7 +2053,7 @@ "dev": true, "requires": { "slice-ansi": "0.0.4", - "string-width": "1.0.2" + "string-width": "^1.0.1" }, "dependencies": { "is-fullwidth-code-point": { @@ -2062,7 +2062,7 @@ "integrity": "sha1-754xOG8DGn8NZDr4L95QxFfvAMs=", "dev": true, "requires": { - "number-is-nan": "1.0.1" + "number-is-nan": "^1.0.0" } }, "slice-ansi": { @@ -2077,9 +2077,9 @@ "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=", "dev": true, "requires": { - "code-point-at": "1.1.0", - "is-fullwidth-code-point": "1.0.0", - "strip-ansi": "3.0.1" + "code-point-at": "^1.0.0", + "is-fullwidth-code-point": "^1.0.0", + "strip-ansi": "^3.0.0" } } } @@ -2097,8 +2097,8 @@ "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": { @@ -2129,7 +2129,7 @@ "integrity": "sha1-0dyXOSAxTfZ/vrlCI7TuNQI56Ws=", "dev": true, "requires": { - "mimic-response": "1.0.0" + "mimic-response": "^1.0.0" } }, "clone-stats": { @@ -2144,9 +2144,9 @@ "integrity": "sha512-Bq6+4t+lbM8vhTs/Bef5c5AdEMtapp/iFb6+s4/Hh9MVTt8OLKH7ZOOZSCT+Ys7hsHvqv0GuMPJ1lnQJVHvxpg==", "dev": true, "requires": { - "inherits": "2.0.3", - "process-nextick-args": "2.0.0", - "readable-stream": "2.3.6" + "inherits": "^2.0.1", + "process-nextick-args": "^2.0.0", + "readable-stream": "^2.3.5" }, "dependencies": { "process-nextick-args": { @@ -2161,13 +2161,13 @@ "integrity": "sha512-tQtKA9WIAhBF3+VLAseyMqZeBjW0AHJoxOtYqSUZNJxauErmLbVm2FW1y+J/YA9dUrAC39ITejlZWhVIwawkKw==", "dev": true, "requires": { - "core-util-is": "1.0.2", - "inherits": "2.0.3", - "isarray": "1.0.0", - "process-nextick-args": "2.0.0", - "safe-buffer": "5.1.1", - "string_decoder": "1.1.1", - "util-deprecate": "1.0.2" + "core-util-is": "~1.0.0", + "inherits": "~2.0.3", + "isarray": "~1.0.0", + "process-nextick-args": "~2.0.0", + "safe-buffer": "~5.1.1", + "string_decoder": "~1.1.1", + "util-deprecate": "~1.0.1" } }, "string_decoder": { @@ -2176,7 +2176,7 @@ "integrity": "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==", "dev": true, "requires": { - "safe-buffer": "5.1.1" + "safe-buffer": "~5.1.0" } } } @@ -2210,8 +2210,8 @@ "integrity": "sha1-gv+wKynmYq5TvcIK8VlHcGc5xTY=", "dev": true, "requires": { - "co": "4.6.0", - "json-stable-stringify": "1.0.1" + "co": "^4.6.0", + "json-stable-stringify": "^1.0.1" } }, "caseless": { @@ -2226,8 +2226,8 @@ "integrity": "sha1-M0gdDxu/9gDdID11gSpqX7oALio=", "dev": true, "requires": { - "ajv": "4.11.8", - "har-schema": "1.0.5" + "ajv": "^4.9.1", + "har-schema": "^1.0.5" } }, "qs": { @@ -2242,28 +2242,28 @@ "integrity": "sha1-xpKJRqDgbF+Nb4qTM0af/aRimKA=", "dev": true, "requires": { - "aws-sign2": "0.6.0", - "aws4": "1.6.0", - "caseless": "0.12.0", - "combined-stream": "1.0.5", - "extend": "3.0.1", - "forever-agent": "0.6.1", - "form-data": "2.1.4", - "har-validator": "4.2.1", - "hawk": "3.1.3", - "http-signature": "1.1.1", - "is-typedarray": "1.0.0", - "isstream": "0.1.2", - "json-stringify-safe": "5.0.1", - "mime-types": "2.1.17", - "oauth-sign": "0.8.2", - "performance-now": "0.2.0", - "qs": "6.4.0", - "safe-buffer": "5.1.1", - "stringstream": "0.0.5", - "tough-cookie": "2.3.3", - "tunnel-agent": "0.6.0", - "uuid": "3.1.0" + "aws-sign2": "~0.6.0", + "aws4": "^1.2.1", + "caseless": "~0.12.0", + "combined-stream": "~1.0.5", + "extend": "~3.0.0", + "forever-agent": "~0.6.1", + "form-data": "~2.1.1", + "har-validator": "~4.2.1", + "hawk": "~3.1.3", + "http-signature": "~1.1.0", + "is-typedarray": "~1.0.0", + "isstream": "~0.1.2", + "json-stringify-safe": "~5.0.1", + "mime-types": "~2.1.7", + "oauth-sign": "~0.8.1", + "performance-now": "^0.2.0", + "qs": "~6.4.0", + "safe-buffer": "^5.0.1", + "stringstream": "~0.0.4", + "tough-cookie": "~2.3.0", + "tunnel-agent": "^0.6.0", + "uuid": "^3.0.0" } }, "tunnel-agent": { @@ -2272,7 +2272,7 @@ "integrity": "sha1-J6XeoGs2sEoKmWZ3SykIaPD8QP0=", "dev": true, "requires": { - "safe-buffer": "5.1.1" + "safe-buffer": "^5.0.1" } } } @@ -2283,8 +2283,8 @@ "integrity": "sha1-S8A3PBZLwykbTTaMgpzxqApZ3KA=", "dev": true, "requires": { - "map-visit": "1.0.0", - "object-visit": "1.0.1" + "map-visit": "^1.0.0", + "object-visit": "^1.0.0" } }, "color-convert": { @@ -2293,7 +2293,7 @@ "integrity": "sha512-mjGanIiwQJskCC18rPR6OmrZ6fm2Lc7PeGFYwCmy5J34wC6F1PzdGL6xeMfmgicfYcNLGuVFA3WzXtIDCQSZxQ==", "dev": true, "requires": { - "color-name": "1.1.3" + "color-name": "^1.1.1" } }, "color-name": { @@ -2314,7 +2314,7 @@ "integrity": "sha1-k4NwpXtKUd6ix3wV1cX9+JUWQAk=", "dev": true, "requires": { - "delayed-stream": "1.0.0" + "delayed-stream": "~1.0.0" } }, "commander": { @@ -2347,10 +2347,10 @@ "integrity": "sha512-27HBghJxjiZtIk3Ycvn/4kbJk/1uZuJFfuPEns6LaEvpvG1f0hTea8lilrouyo9mVc2GWdcEZ8OLoGmSADlrCw==", "dev": true, "requires": { - "buffer-from": "1.0.0", - "inherits": "2.0.3", - "readable-stream": "2.3.3", - "typedarray": "0.0.6" + "buffer-from": "^1.0.0", + "inherits": "^2.0.3", + "readable-stream": "^2.2.2", + "typedarray": "^0.0.6" } }, "console-browserify": { @@ -2359,7 +2359,7 @@ "integrity": "sha1-8CQcRXMKn8YyOyBtvzjtx0HQuxA=", "dev": true, "requires": { - "date-now": "0.1.4" + "date-now": "^0.1.4" } }, "constants-browserify": { @@ -2386,12 +2386,12 @@ "integrity": "sha512-f2domd9fsVDFtaFcbaRZuYXwtdmnzqbADSwhSWYxYB/Q8zsdUUFMXVRwXGDMWmbEzAn1kdRrtI1T/KTFOL4X2A==", "dev": true, "requires": { - "aproba": "1.2.0", - "fs-write-stream-atomic": "1.0.10", - "iferr": "0.1.5", - "mkdirp": "0.5.1", - "rimraf": "2.6.2", - "run-queue": "1.0.3" + "aproba": "^1.1.1", + "fs-write-stream-atomic": "^1.0.8", + "iferr": "^0.1.5", + "mkdirp": "^0.5.1", + "rimraf": "^2.5.4", + "run-queue": "^1.0.0" } }, "copy-descriptor": { @@ -2423,8 +2423,8 @@ "integrity": "sha512-iZvCCg8XqHQZ1ioNBTzXS/cQSkqkqcPs8xSX4upNB+DAk9Ht3uzQf2J32uAHNCne8LDmKr29AgZrEs4oIrwLuQ==", "dev": true, "requires": { - "bn.js": "4.11.8", - "elliptic": "6.4.0" + "bn.js": "^4.1.0", + "elliptic": "^6.0.0" } }, "create-hash": { @@ -2433,11 +2433,11 @@ "integrity": "sha512-z00bCGNHDG8mHAkP7CtT1qVu+bFQUPjYq/4Iv3C3kWjTFV10zIjfSoeqXo9Asws8gwSHDGj/hl2u4OGIjapeCg==", "dev": true, "requires": { - "cipher-base": "1.0.4", - "inherits": "2.0.3", - "md5.js": "1.3.4", - "ripemd160": "2.0.2", - "sha.js": "2.4.11" + "cipher-base": "^1.0.1", + "inherits": "^2.0.1", + "md5.js": "^1.3.4", + "ripemd160": "^2.0.1", + "sha.js": "^2.4.0" } }, "create-hmac": { @@ -2446,12 +2446,12 @@ "integrity": "sha512-MJG9liiZ+ogc4TzUwuvbER1JRdgvUFSB5+VR/g5h82fGaIRWMWddtKBHi7/sVhfjQZ6SehlyhvQYrcYkaUIpLg==", "dev": true, "requires": { - "cipher-base": "1.0.4", - "create-hash": "1.2.0", - "inherits": "2.0.3", - "ripemd160": "2.0.2", - "safe-buffer": "5.1.1", - "sha.js": "2.4.11" + "cipher-base": "^1.0.3", + "create-hash": "^1.1.0", + "inherits": "^2.0.1", + "ripemd160": "^2.0.0", + "safe-buffer": "^5.0.1", + "sha.js": "^2.4.8" } }, "cross-spawn": { @@ -2460,9 +2460,9 @@ "integrity": "sha1-6L0O/uWPz/b4+UUQoKVUu/ojVEk=", "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" } }, "cryptiles": { @@ -2471,7 +2471,7 @@ "integrity": "sha1-O9/s3GCBR8HGcgL6KR59ylnqo7g=", "dev": true, "requires": { - "boom": "2.10.1" + "boom": "2.x.x" } }, "crypto-browserify": { @@ -2480,17 +2480,17 @@ "integrity": "sha512-fz4spIh+znjO2VjL+IdhEpRJ3YN6sMzITSBijk6FK2UvTqruSQW+/cCZTSNsMiZNvUeq0CqurF+dAbyiGOY6Wg==", "dev": true, "requires": { - "browserify-cipher": "1.0.1", - "browserify-sign": "4.0.4", - "create-ecdh": "4.0.1", - "create-hash": "1.2.0", - "create-hmac": "1.1.7", - "diffie-hellman": "5.0.3", - "inherits": "2.0.3", - "pbkdf2": "3.0.16", - "public-encrypt": "4.0.2", - "randombytes": "2.0.6", - "randomfill": "1.0.4" + "browserify-cipher": "^1.0.0", + "browserify-sign": "^4.0.0", + "create-ecdh": "^4.0.0", + "create-hash": "^1.1.0", + "create-hmac": "^1.1.0", + "diffie-hellman": "^5.0.0", + "inherits": "^2.0.1", + "pbkdf2": "^3.0.3", + "public-encrypt": "^4.0.0", + "randombytes": "^2.0.0", + "randomfill": "^1.0.3" } }, "cyclist": { @@ -2511,7 +2511,7 @@ "integrity": "sha1-hTz6D3y+L+1d4gMmuN1YEDX24vA=", "dev": true, "requires": { - "assert-plus": "1.0.0" + "assert-plus": "^1.0.0" }, "dependencies": { "assert-plus": { @@ -2566,7 +2566,7 @@ "integrity": "sha1-gKTdMjdIOEv6JICDYirt7Jgq3/M=", "dev": true, "requires": { - "mimic-response": "1.0.0" + "mimic-response": "^1.0.0" } }, "deep-eql": { @@ -2575,7 +2575,7 @@ "integrity": "sha512-+QeIQyN5ZuO+3Uk5DYh6/1eKO0m0YmJFGNmFHGACpf1ClL1nmlV/p4gNgbl2pJGxgXb4faqo6UE+M5ACEMyVcw==", "dev": true, "requires": { - "type-detect": "4.0.3" + "type-detect": "^4.0.0" } }, "deep-extend": { @@ -2596,7 +2596,7 @@ "integrity": "sha1-836hXT4T/9m0N9M+GnW1+5eHTLg=", "dev": true, "requires": { - "strip-bom": "2.0.0" + "strip-bom": "^2.0.0" }, "dependencies": { "strip-bom": { @@ -2605,7 +2605,7 @@ "integrity": "sha1-YhmoVhZSBJHzV4i9vxRHqZx+aw4=", "dev": true, "requires": { - "is-utf8": "0.2.1" + "is-utf8": "^0.2.0" } } } @@ -2616,8 +2616,8 @@ "integrity": "sha512-jwK2UV4cnPpbcG7+VRARKTZPUWowwXA8bzH5NP6ud0oeAxyYPuGZUAC7hMugpCdz4BeSZl2Dl9k66CHJ/46ZYQ==", "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": { @@ -2626,7 +2626,7 @@ "integrity": "sha512-m5hnHTkcVsPfqx3AKlyttIPb7J+XykHvJP2B9bZDjlhLIoEq4XoK64Vg7boZlVWYK6LUY94dYPEE7Lh0ZkZKcQ==", "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-data-descriptor": { @@ -2635,7 +2635,7 @@ "integrity": 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"^2.2.8" }, "dependencies": { "pify": { @@ -2698,8 +2698,8 @@ "integrity": "sha1-wHTS4qpqipoH29YfmhXCzYPsjsw=", "dev": true, "requires": { - "inherits": "2.0.3", - "minimalistic-assert": "1.0.1" + "inherits": "^2.0.1", + "minimalistic-assert": "^1.0.0" } }, "detect-conflict": { @@ -2714,7 +2714,7 @@ "integrity": "sha1-920GQ1LN9Docts5hnE7jqUdd4gg=", "dev": true, "requires": { - "repeating": "2.0.1" + "repeating": "^2.0.0" } }, "diff": { @@ -2729,9 +2729,9 @@ "integrity": "sha512-kqag/Nl+f3GwyK25fhUMYj81BUOrZ9IuJsjIcDE5icNM9FJHAVm3VcUDxdLPoQtTuUylWm6ZIknYJwwaPxsUzg==", "dev": true, "requires": { - "bn.js": "4.11.8", - "miller-rabin": "4.0.1", - "randombytes": "2.0.6" + "bn.js": "^4.1.0", + "miller-rabin": "^4.0.0", + "randombytes": "^2.0.0" } }, "doctrine": { @@ -2740,7 +2740,7 @@ "integrity": "sha512-35mSku4ZXK0vfCuHEDAwt55dg2jNajHZ1odvF+8SSr82EsZY4QmXfuWso8oEd8zRhVObSN18aM0CjSdoBX7zIw==", "dev": true, "requires": { - "esutils": "2.0.2" + "esutils": "^2.0.2" } }, "domain-browser": { @@ -2761,10 +2761,10 @@ "integrity": "sha512-JzYSLYMhoVVBe8+mbHQ4KgpvHpm0DZpJuL8PY93Vyv1fW7jYJ90LoXa1di/CVbJM+TgMs91rbDapE/RNIfnJsA==", "dev": true, "requires": { - "end-of-stream": "1.4.1", - "inherits": "2.0.3", - "readable-stream": "2.3.3", - "stream-shift": "1.0.0" + "end-of-stream": "^1.0.0", + "inherits": "^2.0.1", + "readable-stream": "^2.0.0", + "stream-shift": "^1.0.0" } }, "ecc-jsbn": { @@ -2774,7 +2774,7 @@ "dev": true, "optional": true, "requires": { - "jsbn": "0.1.1" + "jsbn": "~0.1.0" } }, "ecstatic": { @@ -2782,10 +2782,10 @@ "resolved": "https://registry.npmjs.org/ecstatic/-/ecstatic-3.2.0.tgz", "integrity": "sha512-Goilx/2cfU9vvfQjgtNgc2VmJAD8CasQ6rZDqCd2u4Hsyd/qFET6nBf60jiHodevR3nl3IGzNKtrzPXWP88utQ==", "requires": { - "he": "1.1.1", - "mime": "1.6.0", - "minimist": "1.2.0", - "url-join": "2.0.5" + "he": "^1.1.1", + "mime": "^1.4.1", + "minimist": "^1.1.0", + "url-join": "^2.0.2" }, "dependencies": { "minimist": { @@ -2825,13 +2825,13 @@ "integrity": 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"dev": true, "requires": { - "graceful-fs": "4.1.11", - "memory-fs": "0.4.1", - "tapable": "1.0.0" + "graceful-fs": "^4.1.2", + "memory-fs": "^0.4.0", + "tapable": "^1.0.0" } }, "envinfo": { @@ -2881,7 +2881,7 @@ "integrity": "sha512-MfrRBDWzIWifgq6tJj60gkAwtLNb6sQPlcFrSOflcP1aFmmruKQ2wRnze/8V6kgyz7H3FF8Npzv78mZ7XLLflg==", "dev": true, "requires": { - "prr": "1.0.1" + "prr": "~1.0.1" } }, "error": { @@ -2890,8 +2890,8 @@ "integrity": "sha1-pfdf/02ZJhJt2sDqXcOOaJFTywI=", "dev": true, "requires": { - "string-template": "0.2.1", - "xtend": "4.0.1" + "string-template": "~0.2.1", + "xtend": "~4.0.0" } }, "error-ex": { @@ -2900,7 +2900,7 @@ "integrity": "sha1-+FWobOYa3E6GIcPNoh56dhLDqNw=", "dev": true, "requires": { - "is-arrayish": "0.2.1" + "is-arrayish": "^0.2.1" } }, "escape-string-regexp": { @@ -2915,44 +2915,44 @@ "integrity": "sha512-bT3/1x1EbZB7phzYu7vCr1v3ONuzDtX8WjuM9c0iYxe+cq+pwcKEoQjl7zd3RpC6YOLgnSy3cTN58M2jcoPDIQ==", "dev": true, "requires": { - "ajv": "5.5.2", - 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"^1.6.0", + "cross-spawn": "^5.1.0", + "debug": "^3.1.0", + "doctrine": "^2.1.0", + "eslint-scope": "^3.7.1", + "eslint-visitor-keys": "^1.0.0", + "espree": "^3.5.4", + "esquery": "^1.0.0", + "esutils": "^2.0.2", + "file-entry-cache": "^2.0.0", + "functional-red-black-tree": "^1.0.1", + "glob": "^7.1.2", + "globals": "^11.0.1", + "ignore": "^3.3.3", + "imurmurhash": "^0.1.4", + "inquirer": "^3.0.6", + "is-resolvable": "^1.0.0", + "js-yaml": "^3.9.1", + "json-stable-stringify-without-jsonify": "^1.0.1", + "levn": "^0.3.0", + "lodash": "^4.17.4", + "minimatch": "^3.0.2", + "mkdirp": "^0.5.1", + "natural-compare": "^1.4.0", + "optionator": "^0.8.2", + "path-is-inside": "^1.0.2", + "pluralize": "^7.0.0", + "progress": "^2.0.0", + "regexpp": "^1.0.1", + "require-uncached": "^1.0.3", + "semver": "^5.3.0", + "strip-ansi": "^4.0.0", + "strip-json-comments": "~2.0.1", "table": "4.0.2", - "text-table": "0.2.0" + "text-table": "~0.2.0" }, "dependencies": { "ansi-regex": { @@ -2967,7 +2967,7 @@ 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"sha512-/vjm0Px5ZCpmJqnjIzcFb9TKZrKWz0gnuG/7Gfkt0Db1ELJR51xkZth+t14rYdqWgX836XbuxtArbIHlVhbLBA==", "dev": true, "requires": { - "eslint-restricted-globals": "0.1.1" + "eslint-restricted-globals": "^0.1.1" } }, "eslint-import-resolver-node": { @@ -3031,8 +3031,8 @@ "integrity": "sha512-sfmTqJfPSizWu4aymbPr4Iidp5yKm8yDkHp+Ir3YiTHiiDfxh69mOUsmiqW6RZ9zRXFaF64GtYmN7e+8GHBv6Q==", "dev": true, "requires": { - "debug": "2.6.9", - "resolve": "1.5.0" + "debug": "^2.6.9", + "resolve": "^1.5.0" }, "dependencies": { "debug": { @@ -3052,8 +3052,8 @@ "integrity": "sha1-snA2LNiLGkitMIl2zn+lTphBF0Y=", "dev": true, "requires": { - "debug": "2.6.8", - "pkg-dir": "1.0.0" + "debug": "^2.6.8", + "pkg-dir": "^1.0.0" }, "dependencies": { "find-up": { @@ -3062,8 +3062,8 @@ "integrity": "sha1-ay6YIrGizgpgq2TWEOzK1TyyTQ8=", "dev": true, "requires": { - "path-exists": "2.1.0", - "pinkie-promise": "2.0.1" + "path-exists": "^2.0.0", + "pinkie-promise": "^2.0.0" } }, "path-exists": { @@ -3072,7 +3072,7 @@ "integrity": "sha1-D+tsZPD8UY2adU3V77YscCJ2H0s=", "dev": true, "requires": { - "pinkie-promise": "2.0.1" + "pinkie-promise": "^2.0.0" } }, "pkg-dir": { @@ -3081,7 +3081,7 @@ "integrity": "sha1-ektQio1bstYp1EcFb/TpyTFM89Q=", "dev": true, "requires": { - "find-up": "1.1.2" + "find-up": "^1.0.0" } } } @@ -3092,16 +3092,16 @@ "integrity": "sha1-Fa7qN6Z0mdhI6OmBgG1GJ7VQOBY=", "dev": true, "requires": { - "contains-path": "0.1.0", - "debug": "2.6.8", + "contains-path": "^0.1.0", + "debug": "^2.6.8", "doctrine": "1.5.0", - "eslint-import-resolver-node": "0.3.2", - "eslint-module-utils": "2.2.0", - "has": "1.0.1", - "lodash": "4.17.4", - "minimatch": "3.0.4", - "read-pkg-up": "2.0.0", - "resolve": "1.7.1" + "eslint-import-resolver-node": "^0.3.1", + "eslint-module-utils": "^2.2.0", + "has": "^1.0.1", + "lodash": "^4.17.4", + "minimatch": "^3.0.3", + "read-pkg-up": "^2.0.0", + "resolve": "^1.6.0" }, "dependencies": { "doctrine": { @@ -3110,8 +3110,8 @@ "integrity": "sha1-N53Ocw9hZvds76TmcHoVmwLFpvo=", "dev": true, "requires": { - "esutils": "2.0.2", - "isarray": "1.0.0" + "esutils": "^2.0.2", + "isarray": "^1.0.0" } }, "resolve": { @@ -3120,7 +3120,7 @@ "integrity": "sha512-c7rwLofp8g1U+h1KNyHL/jicrKg1Ek4q+Lr33AL65uZTinUZHe30D5HlyN5V9NW0JX1D5dXQ4jqW5l7Sy/kGfw==", "dev": true, "requires": { - "path-parse": "1.0.5" + "path-parse": "^1.0.5" } } } @@ -3137,8 +3137,8 @@ "integrity": "sha1-PWPD7f2gLgbgGkUq2IyqzHzctug=", "dev": true, "requires": { - "esrecurse": "4.2.1", - "estraverse": "4.2.0" + "esrecurse": "^4.1.0", + "estraverse": "^4.1.1" } }, "eslint-visitor-keys": { @@ -3153,8 +3153,8 @@ "integrity": "sha512-yAcIQxtmMiB/jL32dzEp2enBeidsB7xWPLNiw3IIkpVds1P+h7qF9YwJq1yUNzp2OKXgAprs4F61ih66UsoD1A==", "dev": true, "requires": { - "acorn": "5.5.3", - "acorn-jsx": "3.0.1" + "acorn": "^5.5.0", + "acorn-jsx": "^3.0.0" } }, "esprima": { @@ -3169,7 +3169,7 @@ "integrity": "sha512-SmiyZ5zIWH9VM+SRUReLS5Q8a7GxtRdxEBVZpm98rJM7Sb+A9DVCndXfkeFUd3byderg+EbDkfnevfCwynWaNA==", "dev": true, "requires": { - "estraverse": "4.2.0" + "estraverse": "^4.0.0" } }, "esrecurse": { @@ -3178,7 +3178,7 @@ "integrity": "sha512-64RBB++fIOAXPw3P9cy89qfMlvZEXZkqqJkjqqXIvzP5ezRZjW+lPWjw35UX/3EhUPFYbg5ER4JYgDw4007/DQ==", "dev": true, "requires": { - "estraverse": "4.2.0" + "estraverse": "^4.1.0" } }, "estraverse": { @@ -3210,8 +3210,8 @@ "integrity": "sha512-/f2Go4TognH/KvCISP7OUsHn85hT9nUkxxA9BEWxFn+Oj9o8ZNLm/40hdlgSLyuOimsrTKLUMEorQexp/aPQeA==", "dev": true, "requires": { - "md5.js": "1.3.4", - "safe-buffer": "5.1.1" + "md5.js": "^1.3.4", + "safe-buffer": "^5.1.1" } }, "execa": { @@ -3220,13 +3220,13 @@ "integrity": "sha1-lEvs00zEHuMqY6n68nrVpl/Fl3c=", "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" } }, "exit-hook": { @@ -3241,7 +3241,7 @@ "integrity": "sha1-3wcoTjQqgHzXM6xa9yQR5YHRF3s=", "dev": true, "requires": { - "is-posix-bracket": "0.1.1" + "is-posix-bracket": "^0.1.0" } }, "expand-range": { @@ -3250,7 +3250,7 @@ "integrity": "sha1-opnv/TNf4nIeuujiV+x5ZE/IUzc=", "dev": true, "requires": { - "fill-range": "2.2.3" + "fill-range": "^2.1.0" } }, "expand-tilde": { @@ -3259,7 +3259,7 @@ "integrity": "sha1-l+gBqgUt8CRU3kawK/YhZCzchQI=", "dev": true, "requires": { - "homedir-polyfill": "1.0.1" + "homedir-polyfill": "^1.0.1" } }, "extend": { @@ -3274,8 +3274,8 @@ "integrity": "sha1-Jqcarwc7OfshJxcnRhMcJwQCjbg=", "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": { @@ -3284,7 +3284,7 @@ "integrity": "sha512-arnXMxT1hhoKo9k1LZdmlNyJdDDfy2v0fXjFlmok4+i8ul/6WlbVge9bhM74OpNPQPMGUToDtz+KXa1PneJxOA==", "dev": true, "requires": { - "is-plain-object": "2.0.4" + "is-plain-object": "^2.0.4" } } } @@ -3295,9 +3295,9 @@ "integrity": "sha512-bSn6gvGxKt+b7+6TKEv1ZycHleA7aHhRHyAqJyp5pbUFuYYNIzpZnQDk7AsYckyWdEnTeAnay0aCy2aV6iTk9A==", "dev": true, "requires": { - "chardet": "0.4.2", - "iconv-lite": "0.4.19", - "tmp": "0.0.33" + "chardet": "^0.4.0", + "iconv-lite": "^0.4.17", + "tmp": "^0.0.33" } }, "extglob": { @@ -3306,7 +3306,7 @@ "integrity": "sha1-Lhj/PS9JqydlzskCPwEdqo2DSaE=", "dev": true, "requires": { - "is-extglob": "1.0.0" + "is-extglob": "^1.0.0" } }, "extsprintf": { @@ -3339,13 +3339,13 @@ "integrity": "sha1-XmdDL1UNxBtXK/VYR7ispk5TN9s=", "dev": true, "requires": { - "core-js": "1.2.7", - "isomorphic-fetch": "2.2.1", - "loose-envify": "1.3.1", - "object-assign": "4.1.1", - "promise": "7.3.1", - "setimmediate": "1.0.5", - "ua-parser-js": "0.7.17" + "core-js": "^1.0.0", + "isomorphic-fetch": "^2.1.1", + "loose-envify": "^1.0.0", + "object-assign": "^4.1.0", + "promise": "^7.1.1", + "setimmediate": "^1.0.5", + "ua-parser-js": "^0.7.9" }, "dependencies": { "core-js": { @@ -3362,7 +3362,7 @@ "integrity": "sha1-OrGi0qYsi/tDGgyUy3l6L84nyWI=", "dev": true, "requires": { - "escape-string-regexp": "1.0.5" + "escape-string-regexp": "^1.0.5" } }, "file-entry-cache": { @@ -3371,8 +3371,8 @@ "integrity": "sha1-w5KZDD5oR4PYOLjISkXYoEhFg2E=", "dev": true, "requires": { - "flat-cache": "1.3.0", - "object-assign": "4.1.1" + "flat-cache": "^1.2.1", + "object-assign": "^4.0.1" } }, "filename-regex": { @@ -3387,8 +3387,8 @@ "integrity": "sha1-jnVIqW08wjJ+5eZ0FocjozO7oqA=", "dev": true, "requires": { - "glob": "7.1.2", - "minimatch": "3.0.4" + "glob": "^7.0.3", + "minimatch": "^3.0.3" } }, "fill-range": { @@ -3397,11 +3397,11 @@ "integrity": "sha1-ULd9/X5Gm8dJJHCWNpn+eoSFpyM=", "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" + "is-number": "^2.1.0", + "isobject": "^2.0.0", + "randomatic": "^1.1.3", + "repeat-element": "^1.1.2", + "repeat-string": "^1.5.2" } }, "find-cache-dir": { @@ -3410,9 +3410,9 @@ "integrity": "sha1-kojj6ePMN0hxfTnq3hfPcfww7m8=", "dev": true, "requires": { - "commondir": "1.0.1", - "make-dir": "1.2.0", - "pkg-dir": "2.0.0" + "commondir": "^1.0.1", + "make-dir": "^1.0.0", + "pkg-dir": "^2.0.0" } }, "find-up": { @@ -3421,7 +3421,7 @@ "integrity": "sha1-RdG35QbHF93UgndaK3eSCjwMV6c=", "dev": true, "requires": { - "locate-path": "2.0.0" + "locate-path": "^2.0.0" } }, "first-chunk-stream": { @@ -3430,7 +3430,7 @@ "integrity": "sha1-G97NuOCDwGZLkZRVgVd6Q6nzHXA=", "dev": true, "requires": { - "readable-stream": "2.3.3" + "readable-stream": "^2.0.2" } }, "flat-cache": { @@ -3439,10 +3439,10 @@ "integrity": "sha1-0wMLMrOBVPTjt+nHCfSQ9++XxIE=", "dev": true, "requires": { - "circular-json": "0.3.3", - "del": "2.2.2", - "graceful-fs": "4.1.11", - "write": "0.2.1" + "circular-json": "^0.3.1", + "del": "^2.0.2", + "graceful-fs": "^4.1.2", + "write": "^0.2.1" } }, "flow-parser": { @@ -3457,8 +3457,8 @@ "integrity": "sha512-calZMC10u0FMUqoiunI2AiGIIUtUIvifNwkHhNupZH4cbNnW1Itkoh/Nf5HFYmDrwWPjrUxpkZT0KhuCq0jmGw==", "dev": true, "requires": { - "inherits": "2.0.3", - "readable-stream": "2.3.3" + "inherits": "^2.0.1", + "readable-stream": "^2.0.4" } }, "follow-redirects": { @@ -3466,7 +3466,7 @@ "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.4.1.tgz", "integrity": "sha512-uxYePVPogtya1ktGnAAXOacnbIuRMB4dkvqeNz2qTtTQsuzSfbDolV+wMMKxAmCx0bLgAKLbBOkjItMbbkR1vg==", "requires": { - "debug": "3.1.0" + "debug": "^3.1.0" }, "dependencies": { "debug": { @@ -3491,7 +3491,7 @@ "integrity": "sha1-UmXGgaTylNq78XyVCbZ2OqhFEM4=", "dev": true, "requires": { - "for-in": "1.0.2" + "for-in": "^1.0.1" } }, "forever-agent": { @@ -3506,9 +3506,9 @@ "integrity": "sha1-M8GDrPGTJ27KqYFDpp6Uv+4XUNE=", "dev": true, "requires": { - "asynckit": "0.4.0", - "combined-stream": "1.0.5", - "mime-types": "2.1.17" + "asynckit": "^0.4.0", + "combined-stream": "^1.0.5", + "mime-types": "^2.1.12" } }, "fragment-cache": { @@ -3517,7 +3517,7 @@ "integrity": "sha1-QpD60n8T6Jvn8zeZxrxaCr//DRk=", "dev": true, "requires": { - "map-cache": "0.2.2" + "map-cache": "^0.2.2" } }, "from2": { @@ -3526,8 +3526,8 @@ "integrity": "sha1-i/tVAr3kpNNs/e6gB/zKIdfjgq8=", "dev": true, "requires": { - "inherits": "2.0.3", - "readable-stream": "2.3.3" + "inherits": "^2.0.1", + "readable-stream": "^2.0.0" } }, "fs-extra": { @@ -3536,9 +3536,9 @@ "integrity": "sha512-q6rbdDd1o2mAnQreO7YADIxf/Whx4AHBiRf6d+/cVT8h44ss+lHgxf1FemcqDnQt9X3ct4McHr+JMGlYSsK7Cg==", "dev": true, "requires": { - "graceful-fs": "4.1.11", - "jsonfile": "4.0.0", - "universalify": "0.1.1" + "graceful-fs": "^4.1.2", + "jsonfile": "^4.0.0", + "universalify": "^0.1.0" } }, "fs-readdir-recursive": { @@ -3553,10 +3553,10 @@ "integrity": "sha1-tH31NJPvkR33VzHnCp3tAYnbQMk=", "dev": true, "requires": { - "graceful-fs": "4.1.11", - "iferr": "0.1.5", - "imurmurhash": "0.1.4", - "readable-stream": "2.3.3" + "graceful-fs": "^4.1.2", + "iferr": "^0.1.5", + "imurmurhash": "^0.1.4", + "readable-stream": "1 || 2" } }, "fs.realpath": { @@ -3572,8 +3572,8 @@ "dev": true, "optional": true, "requires": { - "nan": "2.7.0", - "node-pre-gyp": "0.6.36" + "nan": "^2.3.0", + "node-pre-gyp": "^0.6.36" }, "dependencies": { "abbrev": { @@ -3590,8 +3590,8 @@ "dev": true, "optional": true, "requires": { - "co": "4.6.0", - "json-stable-stringify": "1.0.1" + "co": "^4.6.0", + "json-stable-stringify": "^1.0.1" } }, "ansi-regex": { @@ -3614,8 +3614,8 @@ "dev": true, "optional": true, "requires": { - "delegates": "1.0.0", - "readable-stream": "2.2.9" + "delegates": "^1.0.0", + "readable-stream": "^2.0.6" } }, "asn1": { @@ -3666,7 +3666,7 @@ "dev": true, "optional": true, "requires": { - "tweetnacl": "0.14.5" + "tweetnacl": "^0.14.3" } }, "block-stream": { @@ -3675,7 +3675,7 @@ "integrity": "sha1-E+v+d4oDIFz+A3UUgeu0szAMEmo=", "dev": true, "requires": { - "inherits": "2.0.3" + "inherits": "~2.0.0" } }, "boom": { @@ -3684,7 +3684,7 @@ "integrity": "sha1-OciRjO/1eZ+D+UkqhI9iWt0Mdm8=", "dev": true, "requires": { - "hoek": "2.16.3" + "hoek": "2.x.x" } }, "brace-expansion": { @@ -3693,7 +3693,7 @@ "integrity": "sha1-Pv/DxQ4ABTH7cg6v+A8K6O8jz1k=", "dev": true, "requires": { - "balanced-match": "0.4.2", + "balanced-match": "^0.4.1", "concat-map": "0.0.1" } }, @@ -3729,7 +3729,7 @@ "integrity": "sha1-k4NwpXtKUd6ix3wV1cX9+JUWQAk=", "dev": true, "requires": { - "delayed-stream": "1.0.0" + "delayed-stream": "~1.0.0" } }, "concat-map": { @@ -3757,7 +3757,7 @@ "dev": true, "optional": true, "requires": { - "boom": "2.10.1" + "boom": "2.x.x" } }, "dashdash": { @@ -3767,7 +3767,7 @@ "dev": true, "optional": true, "requires": { - "assert-plus": "1.0.0" + "assert-plus": "^1.0.0" }, "dependencies": { "assert-plus": { @@ -3816,7 +3816,7 @@ "dev": true, "optional": true, "requires": { - "jsbn": "0.1.1" + "jsbn": "~0.1.0" } }, "extend": { @@ -3846,9 +3846,9 @@ "dev": true, "optional": true, "requires": { - "asynckit": "0.4.0", - "combined-stream": "1.0.5", - "mime-types": "2.1.15" + "asynckit": "^0.4.0", + "combined-stream": "^1.0.5", + "mime-types": "^2.1.12" } }, "fs.realpath": { @@ -3863,10 +3863,10 @@ "integrity": "sha1-XB+x8RdHcRTwYyoOtLcbPLD9MXE=", "dev": true, "requires": { - "graceful-fs": "4.1.11", - "inherits": "2.0.3", - "mkdirp": "0.5.1", - "rimraf": "2.6.1" + "graceful-fs": "^4.1.2", + "inherits": "~2.0.0", + "mkdirp": ">=0.5 0", + "rimraf": "2" } }, "fstream-ignore": { @@ -3876,9 +3876,9 @@ "dev": true, "optional": true, "requires": { - "fstream": "1.0.11", - "inherits": "2.0.3", - "minimatch": "3.0.4" + "fstream": "^1.0.0", + "inherits": "2", + "minimatch": "^3.0.0" } }, "gauge": { @@ -3888,14 +3888,14 @@ "dev": true, "optional": true, "requires": { - "aproba": "1.1.1", - "console-control-strings": "1.1.0", - "has-unicode": "2.0.1", - "object-assign": "4.1.1", - "signal-exit": "3.0.2", - "string-width": "1.0.2", - "strip-ansi": "3.0.1", - "wide-align": "1.1.2" + "aproba": "^1.0.3", + "console-control-strings": "^1.0.0", + "has-unicode": "^2.0.0", + "object-assign": "^4.1.0", + "signal-exit": "^3.0.0", + "string-width": "^1.0.1", + "strip-ansi": "^3.0.1", + "wide-align": "^1.1.0" } }, "getpass": { @@ -3905,7 +3905,7 @@ "dev": true, "optional": true, "requires": { - "assert-plus": "1.0.0" + "assert-plus": "^1.0.0" }, "dependencies": { "assert-plus": { @@ -3923,12 +3923,12 @@ "integrity": "sha512-MJTUg1kjuLeQCJ+ccE4Vpa6kKVXkPYJ2mOCQyUuKLcLQsdrMCpBPUi8qVE6+YuaJkozeA9NusTAw3hLr8Xe5EQ==", "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" + "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" } }, "graceful-fs": { @@ -3951,8 +3951,8 @@ "dev": true, "optional": true, "requires": { - "ajv": "4.11.8", - "har-schema": "1.0.5" + "ajv": "^4.9.1", + "har-schema": "^1.0.5" } }, "has-unicode": { @@ -3969,10 +3969,10 @@ "dev": true, "optional": true, "requires": { - "boom": "2.10.1", - "cryptiles": "2.0.5", - "hoek": "2.16.3", - "sntp": "1.0.9" + "boom": "2.x.x", + "cryptiles": "2.x.x", + "hoek": "2.x.x", + "sntp": "1.x.x" } }, "hoek": { @@ -3988,9 +3988,9 @@ "dev": true, "optional": true, "requires": { - "assert-plus": "0.2.0", - "jsprim": "1.4.0", - "sshpk": "1.13.0" + "assert-plus": "^0.2.0", + "jsprim": "^1.2.2", + "sshpk": "^1.7.0" } }, "inflight": { @@ -3999,8 +3999,8 @@ "integrity": "sha1-Sb1jMdfQLQwJvJEKEHW6gWW1bfk=", "dev": true, "requires": { - "once": "1.4.0", - "wrappy": "1.0.2" + "once": "^1.3.0", + "wrappy": "1" } }, "inherits": { @@ -4022,7 +4022,7 @@ "integrity": "sha1-754xOG8DGn8NZDr4L95QxFfvAMs=", "dev": true, "requires": { - "number-is-nan": "1.0.1" + "number-is-nan": "^1.0.0" } }, "is-typedarray": { @@ -4052,7 +4052,7 @@ "dev": true, "optional": true, "requires": { - "jsbn": "0.1.1" + "jsbn": "~0.1.0" } }, "jsbn": { @@ -4076,7 +4076,7 @@ "dev": true, "optional": true, "requires": { - "jsonify": "0.0.0" + "jsonify": "~0.0.0" } }, "json-stringify-safe": { @@ -4127,7 +4127,7 @@ "integrity": "sha1-pOv1BkCUVpI3uM9wBGd20J/JKu0=", "dev": true, "requires": { - "mime-db": "1.27.0" + "mime-db": "~1.27.0" } }, "minimatch": { @@ -4136,7 +4136,7 @@ "integrity": "sha512-yJHVQEhyqPLUTgt9B83PXu6W3rx4MvvHvSUvToogpwoGDOUQ+yDrR0HRot+yOCdCO7u4hX3pWft6kWBBcqh0UA==", "dev": true, "requires": { - "brace-expansion": "1.1.7" + "brace-expansion": "^1.1.7" } }, "minimist": { @@ -4168,15 +4168,15 @@ "dev": true, "optional": true, "requires": { - "mkdirp": "0.5.1", - "nopt": "4.0.1", - "npmlog": "4.1.0", - "rc": "1.2.1", - "request": "2.81.0", - "rimraf": "2.6.1", - "semver": "5.3.0", - "tar": "2.2.1", - "tar-pack": "3.4.0" + "mkdirp": "^0.5.1", + "nopt": "^4.0.1", + "npmlog": "^4.0.2", + "rc": "^1.1.7", + "request": "^2.81.0", + "rimraf": "^2.6.1", + "semver": "^5.3.0", + "tar": "^2.2.1", + "tar-pack": "^3.4.0" } }, "nopt": { @@ -4186,8 +4186,8 @@ "dev": true, "optional": true, "requires": { - "abbrev": "1.1.0", - "osenv": "0.1.4" + "abbrev": "1", + "osenv": "^0.1.4" } }, "npmlog": { @@ -4197,10 +4197,10 @@ "dev": true, "optional": true, "requires": { - "are-we-there-yet": "1.1.4", - "console-control-strings": "1.1.0", - "gauge": "2.7.4", - "set-blocking": "2.0.0" + "are-we-there-yet": "~1.1.2", + "console-control-strings": "~1.1.0", + "gauge": "~2.7.3", + "set-blocking": "~2.0.0" } }, "number-is-nan": { @@ -4229,7 +4229,7 @@ "integrity": "sha1-WDsap3WWHUsROsF9nFC6753Xa9E=", "dev": true, "requires": { - "wrappy": "1.0.2" + "wrappy": "1" } }, "os-homedir": { @@ -4253,8 +4253,8 @@ "dev": true, "optional": true, "requires": { - "os-homedir": "1.0.2", - "os-tmpdir": "1.0.2" + "os-homedir": "^1.0.0", + "os-tmpdir": "^1.0.0" } }, "path-is-absolute": { @@ -4297,10 +4297,10 @@ "dev": true, "optional": true, "requires": { - "deep-extend": "0.4.2", - "ini": "1.3.4", - "minimist": "1.2.0", - "strip-json-comments": "2.0.1" + "deep-extend": "~0.4.0", + "ini": "~1.3.0", + "minimist": "^1.2.0", + "strip-json-comments": "~2.0.1" }, "dependencies": { "minimist": { @@ -4318,13 +4318,13 @@ "integrity": "sha1-z3jsb0ptHrQ9JkiMrJfwQudLf8g=", "dev": true, "requires": { - "buffer-shims": "1.0.0", - "core-util-is": "1.0.2", - "inherits": "2.0.3", - "isarray": "1.0.0", - "process-nextick-args": "1.0.7", - "string_decoder": "1.0.1", - "util-deprecate": "1.0.2" + "buffer-shims": "~1.0.0", + "core-util-is": "~1.0.0", + "inherits": "~2.0.1", + "isarray": "~1.0.0", + "process-nextick-args": "~1.0.6", + "string_decoder": "~1.0.0", + "util-deprecate": "~1.0.1" } }, "request": { @@ -4334,28 +4334,28 @@ "dev": true, "optional": true, "requires": { - "aws-sign2": "0.6.0", - "aws4": "1.6.0", - "caseless": "0.12.0", - "combined-stream": "1.0.5", - "extend": "3.0.1", - "forever-agent": "0.6.1", - "form-data": "2.1.4", - "har-validator": "4.2.1", - "hawk": "3.1.3", - "http-signature": "1.1.1", - "is-typedarray": "1.0.0", - "isstream": "0.1.2", - "json-stringify-safe": "5.0.1", - "mime-types": "2.1.15", - "oauth-sign": "0.8.2", - "performance-now": "0.2.0", - "qs": "6.4.0", - "safe-buffer": "5.0.1", - "stringstream": "0.0.5", - "tough-cookie": "2.3.2", - "tunnel-agent": "0.6.0", - "uuid": "3.0.1" + "aws-sign2": "~0.6.0", + "aws4": "^1.2.1", + "caseless": "~0.12.0", + "combined-stream": "~1.0.5", + "extend": "~3.0.0", + "forever-agent": "~0.6.1", + "form-data": "~2.1.1", + "har-validator": "~4.2.1", + "hawk": "~3.1.3", + "http-signature": "~1.1.0", + "is-typedarray": "~1.0.0", + "isstream": "~0.1.2", + "json-stringify-safe": "~5.0.1", + "mime-types": "~2.1.7", + "oauth-sign": "~0.8.1", + "performance-now": "^0.2.0", + "qs": "~6.4.0", + "safe-buffer": "^5.0.1", + "stringstream": "~0.0.4", + "tough-cookie": "~2.3.0", + "tunnel-agent": "^0.6.0", + "uuid": "^3.0.0" } }, "rimraf": { @@ -4364,7 +4364,7 @@ "integrity": "sha1-wjOOxkPfeht/5cVPqG9XQopV8z0=", "dev": true, "requires": { - "glob": "7.1.2" + "glob": "^7.0.5" } }, "safe-buffer": { @@ -4401,7 +4401,7 @@ "dev": true, "optional": true, "requires": { - "hoek": "2.16.3" + "hoek": "2.x.x" } }, "sshpk": { @@ -4411,15 +4411,15 @@ "dev": true, "optional": true, "requires": { - "asn1": "0.2.3", - "assert-plus": "1.0.0", - "bcrypt-pbkdf": "1.0.1", - "dashdash": "1.14.1", - "ecc-jsbn": "0.1.1", - "getpass": "0.1.7", - "jodid25519": "1.0.2", - "jsbn": "0.1.1", - "tweetnacl": "0.14.5" + "asn1": "~0.2.3", + "assert-plus": "^1.0.0", + "bcrypt-pbkdf": "^1.0.0", + "dashdash": "^1.12.0", + "ecc-jsbn": "~0.1.1", + "getpass": "^0.1.1", + "jodid25519": "^1.0.0", + "jsbn": "~0.1.0", + "tweetnacl": "~0.14.0" }, "dependencies": { "assert-plus": { @@ -4437,9 +4437,9 @@ "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=", "dev": true, "requires": { - "code-point-at": "1.1.0", - "is-fullwidth-code-point": "1.0.0", - "strip-ansi": "3.0.1" + "code-point-at": "^1.0.0", + "is-fullwidth-code-point": "^1.0.0", + "strip-ansi": "^3.0.0" } }, "string_decoder": { @@ -4448,7 +4448,7 @@ "integrity": "sha1-YuIA8DmVWmgQ2N8KM//A8BNmLZg=", "dev": true, "requires": { - "safe-buffer": "5.0.1" + "safe-buffer": "^5.0.1" } }, "stringstream": { @@ -4464,7 +4464,7 @@ "integrity": "sha1-ajhfuIU9lS1f8F0Oiq+UJ43GPc8=", "dev": true, "requires": { - "ansi-regex": "2.1.1" + "ansi-regex": "^2.0.0" } }, "strip-json-comments": { @@ -4480,9 +4480,9 @@ "integrity": "sha1-jk0qJWwOIYXGsYrWlK7JaLg8sdE=", "dev": true, "requires": { - "block-stream": "0.0.9", - "fstream": "1.0.11", - "inherits": "2.0.3" + "block-stream": "*", + "fstream": "^1.0.2", + "inherits": "2" } }, "tar-pack": { @@ -4492,14 +4492,14 @@ "dev": true, "optional": true, "requires": { - "debug": "2.6.8", - "fstream": "1.0.11", - "fstream-ignore": "1.0.5", - "once": "1.4.0", - "readable-stream": "2.2.9", - "rimraf": "2.6.1", - "tar": "2.2.1", - "uid-number": "0.0.6" + "debug": "^2.2.0", + "fstream": "^1.0.10", + "fstream-ignore": "^1.0.5", + "once": "^1.3.3", + "readable-stream": "^2.1.4", + "rimraf": "^2.5.1", + "tar": "^2.2.1", + "uid-number": "^0.0.6" } }, "tough-cookie": { @@ -4509,7 +4509,7 @@ "dev": true, "optional": true, "requires": { - "punycode": "1.4.1" + "punycode": "^1.4.1" } }, "tunnel-agent": { @@ -4519,7 +4519,7 @@ "dev": true, "optional": true, "requires": { - "safe-buffer": "5.0.1" + "safe-buffer": "^5.0.1" } }, "tweetnacl": { @@ -4566,7 +4566,7 @@ "dev": true, "optional": true, "requires": { - "string-width": "1.0.2" + "string-width": "^1.0.2" } }, "wrappy": { @@ -4625,7 +4625,7 @@ "integrity": "sha1-Xv+OPmhNVprkyysSgmBOi6YhSfo=", "dev": true, "requires": { - "assert-plus": "1.0.0" + "assert-plus": "^1.0.0" }, "dependencies": { "assert-plus": { @@ -4642,8 +4642,8 @@ "integrity": "sha512-F/mS+fsWQMo1zfgG9MD8KWvTWPPzzhuVwY++fhQ5Ggd+0P+CAMHtzMZhNxG+TqGfHDChJKsbh6otfMGqO2AKBw==", "dev": true, "requires": { - "got": "7.1.0", - "is-plain-obj": "1.1.0" + "got": "^7.0.0", + "is-plain-obj": "^1.1.0" }, "dependencies": { "got": { @@ -4652,20 +4652,20 @@ "integrity": "sha512-Y5WMo7xKKq1muPsxD+KmrR8DH5auG7fBdDVueZwETwV6VytKyU9OX/ddpq2/1hp1vIPvVb4T81dKQz3BivkNLw==", "dev": true, "requires": { - "decompress-response": "3.3.0", - "duplexer3": "0.1.4", - "get-stream": "3.0.0", - "is-plain-obj": "1.1.0", - "is-retry-allowed": "1.1.0", - "is-stream": "1.1.0", - "isurl": "1.0.0", - "lowercase-keys": "1.0.1", - "p-cancelable": "0.3.0", - "p-timeout": "1.2.1", - "safe-buffer": "5.1.1", - "timed-out": "4.0.1", - "url-parse-lax": "1.0.0", - "url-to-options": "1.0.1" + "decompress-response": "^3.2.0", + "duplexer3": "^0.1.4", + "get-stream": "^3.0.0", + "is-plain-obj": "^1.1.0", + "is-retry-allowed": "^1.0.0", + "is-stream": "^1.0.0", + "isurl": "^1.0.0-alpha5", + "lowercase-keys": "^1.0.0", + "p-cancelable": "^0.3.0", + "p-timeout": "^1.1.1", + "safe-buffer": "^5.0.1", + "timed-out": "^4.0.0", + "url-parse-lax": "^1.0.0", + "url-to-options": "^1.0.1" } }, "p-cancelable": { @@ -4680,7 +4680,7 @@ "integrity": "sha1-XrOzU7f86Z8QGhA4iAuwVOu+o4Y=", "dev": true, "requires": { - "p-finally": "1.0.0" + "p-finally": "^1.0.0" } }, "prepend-http": { @@ -4695,7 +4695,7 @@ "integrity": "sha1-evjzA2Rem9eaJy56FKxovAYJ2nM=", "dev": true, "requires": { - "prepend-http": "1.0.4" + "prepend-http": "^1.0.1" } } } @@ -4706,7 +4706,7 @@ "integrity": "sha1-y+KABBiDIG2kISrp5LXxacML9Bc=", "dev": true, "requires": { - "gh-got": "6.0.0" + "gh-got": "^6.0.0" } }, "glob": { @@ -4715,12 +4715,12 @@ "integrity": "sha512-MJTUg1kjuLeQCJ+ccE4Vpa6kKVXkPYJ2mOCQyUuKLcLQsdrMCpBPUi8qVE6+YuaJkozeA9NusTAw3hLr8Xe5EQ==", "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" + "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" } }, "glob-all": { @@ -4729,8 +4729,8 @@ "integrity": "sha1-iRPd+17hrHgSZWJBsD1SF8ZLAqs=", "dev": true, "requires": { - "glob": "7.1.2", - "yargs": "1.2.6" + "glob": "^7.0.5", + "yargs": "~1.2.6" }, "dependencies": { "minimist": { @@ -4745,7 +4745,7 @@ "integrity": "sha1-nHtKgv1dWVsr8Xq23MQxNUMv40s=", "dev": true, "requires": { - "minimist": "0.1.0" + "minimist": "^0.1.0" } } } @@ -4756,8 +4756,8 @@ "integrity": "sha1-27Fk9iIbHAscz4Kuoyi0l98Oo8Q=", "dev": true, "requires": { - "glob-parent": "2.0.0", - "is-glob": "2.0.1" + "glob-parent": "^2.0.0", + "is-glob": "^2.0.0" } }, "glob-parent": { @@ -4766,7 +4766,7 @@ "integrity": "sha1-gTg9ctsFT8zPUzbaqQLxgvbtuyg=", "dev": true, "requires": { - "is-glob": "2.0.1" + "is-glob": "^2.0.0" } }, "global-modules": { @@ -4775,9 +4775,9 @@ "integrity": "sha512-sKzpEkf11GpOFuw0Zzjzmt4B4UZwjOcG757PPvrfhxcLFbq0wpsgpOqxpxtxFiCG4DtG93M6XRVbF2oGdev7bg==", "dev": true, "requires": { - "global-prefix": "1.0.2", - "is-windows": "1.0.2", - "resolve-dir": "1.0.1" + "global-prefix": "^1.0.1", + "is-windows": "^1.0.1", + "resolve-dir": "^1.0.0" } }, "global-prefix": { @@ -4786,11 +4786,11 @@ "integrity": "sha1-2/dDxsFJklk8ZVVoy2btMsASLr4=", "dev": true, "requires": { - "expand-tilde": "2.0.2", - "homedir-polyfill": "1.0.1", - "ini": "1.3.5", - "is-windows": "1.0.2", - "which": "1.3.0" + "expand-tilde": "^2.0.2", + "homedir-polyfill": "^1.0.1", + "ini": "^1.3.4", + "is-windows": "^1.0.1", + "which": "^1.2.14" } }, "globals": { @@ -4805,12 +4805,12 @@ "integrity": "sha1-69hGZ8oNuzMLmbz8aOrCvFQ3Dg0=", "dev": true, "requires": { - "array-union": "1.0.2", - "arrify": "1.0.1", - "glob": "7.1.2", - "object-assign": "4.1.1", - "pify": "2.3.0", - "pinkie-promise": "2.0.1" + "array-union": "^1.0.1", + "arrify": "^1.0.0", + "glob": "^7.0.3", + "object-assign": "^4.0.1", + "pify": "^2.0.0", + "pinkie-promise": "^2.0.0" }, "dependencies": { "pify": { @@ -4827,23 +4827,23 @@ "integrity": "sha512-kBNy/S2CGwrYgDSec5KTWGKUvupwkkTVAjIsVFF2shXO13xpZdFP4d4kxa//CLX2tN/rV0aYwK8vY6UKWGn2vQ==", "dev": true, "requires": { - "@sindresorhus/is": "0.7.0", - "cacheable-request": "2.1.4", - "decompress-response": "3.3.0", - "duplexer3": "0.1.4", - "get-stream": "3.0.0", - "into-stream": "3.1.0", - "is-retry-allowed": "1.1.0", - "isurl": "1.0.0", - "lowercase-keys": "1.0.1", - "mimic-response": "1.0.0", - "p-cancelable": "0.4.1", - "p-timeout": "2.0.1", - "pify": "3.0.0", - "safe-buffer": "5.1.1", - "timed-out": "4.0.1", - "url-parse-lax": "3.0.0", - "url-to-options": "1.0.1" + "@sindresorhus/is": "^0.7.0", + "cacheable-request": "^2.1.1", + "decompress-response": "^3.3.0", + "duplexer3": "^0.1.4", + "get-stream": "^3.0.0", + "into-stream": "^3.1.0", + "is-retry-allowed": "^1.1.0", + "isurl": "^1.0.0-alpha5", + "lowercase-keys": "^1.0.0", + "mimic-response": "^1.0.0", + "p-cancelable": "^0.4.0", + "p-timeout": "^2.0.1", + "pify": "^3.0.0", + "safe-buffer": "^5.1.1", + "timed-out": "^4.0.1", + "url-parse-lax": "^3.0.0", + "url-to-options": "^1.0.1" } }, "graceful-fs": { @@ -4858,7 +4858,7 @@ "integrity": "sha1-wWfSpTGcWg4JZO9qJbfC34mWyFw=", "dev": true, "requires": { - "lodash": "4.17.4" + "lodash": "^4.17.2" } }, "growl": { @@ -4873,10 +4873,10 @@ "integrity": "sha1-PTDHGLCaPZbyPqTMH0A8TTup/08=", "dev": true, "requires": { - "async": "1.5.2", - "optimist": "0.6.1", - "source-map": "0.4.4", - "uglify-js": "2.8.29" + "async": "^1.4.0", + "optimist": "^0.6.1", + "source-map": "^0.4.4", + "uglify-js": "^2.6" }, "dependencies": { "source-map": { @@ -4885,7 +4885,7 @@ "integrity": "sha1-66T12pwNyZneaAMti092FzZSA2s=", "dev": true, "requires": { - "amdefine": "1.0.1" + "amdefine": ">=0.0.4" } } } @@ -4902,7 +4902,7 @@ "integrity": "sha1-hGFzP1OLCDfJNh45qauelwTcLyg=", "dev": true, "requires": { - "function-bind": "1.1.1" + 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-5561,7 +5561,7 @@ "integrity": "sha1-RJypgpnnEwOCViieyytUDcQ3yzA=", "dev": true, "requires": { - "scoped-regex": "1.0.0" + "scoped-regex": "^1.0.0" } }, "is-stream": { @@ -5615,8 +5615,8 @@ "integrity": "sha1-YRrhrPFPXoH3KVB0coGf6XM1WKk=", "dev": true, "requires": { - "node-fetch": "1.7.3", - "whatwg-fetch": "2.0.3" + "node-fetch": "^1.0.1", + "whatwg-fetch": ">=0.10.0" } }, "isstream": { @@ -5631,14 +5631,14 @@ "integrity": "sha1-eBeVZWAYohdMX2DzZ+5dNhy1e3c=", "dev": true, "requires": { - "abbrev": "1.0.9", - "async": "1.5.2", - "istanbul-api": "1.1.14", - "js-yaml": "3.10.0", - "mkdirp": "0.5.1", - "nopt": "3.0.6", - "which": "1.3.0", - "wordwrap": "1.0.0" + "abbrev": "1.0.x", + "async": "1.x", + "istanbul-api": "^1.1.0-alpha", + "js-yaml": "3.x", + "mkdirp": "0.5.x", + "nopt": "3.x", + "which": "^1.1.1", + "wordwrap": "^1.0.0" } }, "istanbul-api": { @@ -5647,17 +5647,17 @@ "integrity": "sha1-JbxXAffGgMD//5E95G42GaOm5oA=", "dev": true, "requires": { - "async": "2.5.0", - "fileset": 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"1.0.2" + "ansi-escapes": "^1.0.0", + "cli-cursor": "^1.0.2" }, "dependencies": { "ansi-escapes": { @@ -6228,7 +6228,7 @@ "integrity": "sha1-ZNo/fValRBLll5S9Ytw1KV6PKYc=", "dev": true, "requires": { - "restore-cursor": "1.0.1" + "restore-cursor": "^1.0.1" } }, "onetime": { @@ -6243,8 +6243,8 @@ "integrity": "sha1-NGYfRohjJ/7SmRR5FSJS35LapUE=", "dev": true, "requires": { - "exit-hook": "1.1.1", - "onetime": "1.1.0" + "exit-hook": "^1.0.0", + "onetime": "^1.0.0" } } } @@ -6261,7 +6261,7 @@ "integrity": "sha1-0aitM/qc4OcT1l/dCsi3SNR4yEg=", "dev": true, "requires": { - "js-tokens": "3.0.2" + "js-tokens": "^3.0.0" } }, "lowercase-keys": { @@ -6276,8 +6276,8 @@ "integrity": "sha512-wgeVXhrDwAWnIF/yZARsFnMBtdFXOg1b8RIrhilp+0iDYN4mdQcNZElDZ0e4B64BhaxeQ5zN7PMyvu7we1kPeQ==", "dev": true, "requires": { - "pseudomap": "1.0.2", - "yallist": "2.1.2" + "pseudomap": "^1.0.2", + "yallist": "^2.1.2" } }, "make-dir": { @@ -6286,7 +6286,7 @@ "integrity": 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"ansi-regex": { @@ -6697,7 +6697,7 @@ "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==", "dev": true, "requires": { - "color-convert": "1.9.1" + "color-convert": "^1.9.0" } }, "chalk": { @@ -6706,9 +6706,9 @@ "integrity": "sha512-ZM4j2/ld/YZDc3Ma8PgN7gyAk+kHMMMyzLNryCPGhWrsfAuDVeuid5bpRFTDgMH9JBK2lA4dyyAkkZYF/WcqDQ==", "dev": true, "requires": { - "ansi-styles": "3.2.1", - "escape-string-regexp": "1.0.5", - "supports-color": "5.3.0" + "ansi-styles": "^3.2.1", + "escape-string-regexp": "^1.0.5", + "supports-color": "^5.3.0" } }, "cliui": { @@ -6717,9 +6717,9 @@ "integrity": "sha512-nY3W5Gu2racvdDk//ELReY+dHjb9PlIcVDFXP72nVIhq2Gy3LuVXYwJoPVudwQnv1shtohpgkdCKT2YaKY0CKw==", "dev": true, "requires": { - "string-width": "2.1.1", - "strip-ansi": "4.0.0", - "wrap-ansi": "2.1.0" + "string-width": "^2.1.1", + "strip-ansi": "^4.0.0", + "wrap-ansi": "^2.0.0" } }, "strip-ansi": { @@ -6728,7 +6728,7 @@ "integrity": 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"require-main-filename": "^1.0.1", + "set-blocking": "^2.0.0", + "string-width": "^2.0.0", + "which-module": "^2.0.0", + "y18n": "^3.2.1", + "yargs-parser": "^8.1.0" } } } @@ -6768,12 +6768,12 @@ "integrity": "sha1-viwAX9oy4LKa8fBdfEszIUxwH5I=", "dev": true, "requires": { - "aproba": "1.2.0", - "copy-concurrently": "1.0.5", - "fs-write-stream-atomic": "1.0.10", - "mkdirp": "0.5.1", - "rimraf": "2.6.2", - "run-queue": "1.0.3" + "aproba": "^1.1.1", + "copy-concurrently": "^1.0.0", + "fs-write-stream-atomic": "^1.0.8", + "mkdirp": "^0.5.1", + "rimraf": "^2.5.4", + "run-queue": "^1.0.3" } }, "ms": { @@ -6787,10 +6787,10 @@ "integrity": "sha1-nHkGoi+0wCkZ4vX3UWG0zb1LKis=", "dev": true, "requires": { - "array-differ": "1.0.0", - "array-union": "1.0.2", - "arrify": "1.0.1", - "minimatch": "3.0.4" + "array-differ": "^1.0.0", + "array-union": "^1.0.1", + "arrify": "^1.0.0", + "minimatch": "^3.0.0" } }, "mute-stream": { @@ -6812,18 +6812,18 @@ "integrity": 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"string_decoder": "1.0.3", - "timers-browserify": "2.0.10", + "process": "^0.11.10", + "punycode": "^1.2.4", + "querystring-es3": "^0.2.0", + "readable-stream": "^2.3.3", + "stream-browserify": "^2.0.1", + "stream-http": "^2.7.2", + "string_decoder": "^1.0.0", + "timers-browserify": "^2.0.4", "tty-browserify": "0.0.0", - "url": "0.11.0", - "util": "0.10.3", + "url": "^0.11.0", + "util": "^0.10.3", "vm-browserify": "0.0.4" } }, @@ -6917,8 +6917,8 @@ "integrity": "sha1-IVH3Ikcrp55Qp2/BJbuMjy5Nwqc=", "dev": true, "requires": { - "chalk": "0.4.0", - "underscore": "1.6.0" + "chalk": "~0.4.0", + "underscore": "~1.6.0" }, "dependencies": { "ansi-styles": { @@ -6933,9 +6933,9 @@ "integrity": "sha1-UZmj3c0MHv4jvAjBsCewYXbgxk8=", "dev": true, "requires": { - "ansi-styles": "1.0.0", - "has-color": "0.1.7", - "strip-ansi": "0.1.1" + "ansi-styles": "~1.0.0", + "has-color": "~0.1.0", + "strip-ansi": "~0.1.0" } }, "strip-ansi": { @@ -6952,7 +6952,7 @@ "integrity": "sha1-xkZdvwirzU2zWTF/eaxopkayj/k=", "dev": true, "requires": { - "abbrev": "1.0.9" + "abbrev": "1" } }, "normalize-package-data": { @@ -6961,10 +6961,10 @@ "integrity": "sha512-9jjUFbTPfEy3R/ad/2oNbKtW9Hgovl5O1FvFWKkKblNXoN/Oou6+9+KKohPK13Yc3/TyunyWhJp6gvRNR/PPAw==", "dev": true, "requires": { - "hosted-git-info": "2.6.0", - "is-builtin-module": "1.0.0", - "semver": "5.4.1", - "validate-npm-package-license": "3.0.3" + "hosted-git-info": "^2.1.4", + "is-builtin-module": "^1.0.0", + "semver": "2 || 3 || 4 || 5", + "validate-npm-package-license": "^3.0.1" } }, "normalize-path": { @@ -6973,7 +6973,7 @@ "integrity": "sha1-GrKLVW4Zg2Oowab35vogE3/mrtk=", "dev": true, "requires": { - "remove-trailing-separator": "1.1.0" + "remove-trailing-separator": "^1.0.1" } }, "normalize-url": { @@ -6982,9 +6982,9 @@ "integrity": "sha512-D6MUW4K/VzoJ4rJ01JFKxDrtY1v9wrgzCX5f2qj/lzH1m/lW6MhUZFKerVsnyjOhOsYzI9Kqqak+10l4LvLpMw==", "dev": true, "requires": { - "prepend-http": "2.0.0", - "query-string": "5.1.1", - "sort-keys": "2.0.0" + "prepend-http": "^2.0.0", + "query-string": "^5.0.1", + "sort-keys": "^2.0.0" } }, "npm-run-path": { @@ -6993,7 +6993,7 @@ "integrity": "sha1-NakjLfo11wZ7TLLd8jV7GHFTbF8=", "dev": true, "requires": { - "path-key": "2.0.1" + "path-key": "^2.0.0" } }, "number-is-nan": { @@ -7008,33 +7008,33 @@ "integrity": "sha512-EGePURSKUEpS1jWnEKAMhY+GWZzi7JC+f8iBDOATaOsLZW5hM/9eYx2dHGaEXa1ITvMm44CJugMksvP3NwMQMw==", "dev": true, "requires": { - "archy": "1.0.0", - "arrify": "1.0.1", - "caching-transform": "1.0.1", - "convert-source-map": "1.5.1", - "debug-log": "1.0.1", - "default-require-extensions": "1.0.0", - "find-cache-dir": "0.1.1", - "find-up": "2.1.0", - "foreground-child": "1.5.6", - "glob": "7.1.2", - "istanbul-lib-coverage": "1.2.0", - "istanbul-lib-hook": "1.1.0", - "istanbul-lib-instrument": "1.10.1", - "istanbul-lib-report": "1.1.3", - "istanbul-lib-source-maps": "1.2.3", - "istanbul-reports": "1.4.0", - "md5-hex": "1.3.0", - "merge-source-map": "1.1.0", - "micromatch": "2.3.11", - "mkdirp": "0.5.1", - "resolve-from": "2.0.0", - "rimraf": "2.6.2", - "signal-exit": "3.0.2", - "spawn-wrap": "1.4.2", - "test-exclude": "4.2.1", + "archy": "^1.0.0", + "arrify": "^1.0.1", + "caching-transform": "^1.0.0", + "convert-source-map": "^1.5.1", + "debug-log": "^1.0.1", + "default-require-extensions": "^1.0.0", + "find-cache-dir": "^0.1.1", + "find-up": "^2.1.0", + "foreground-child": "^1.5.3", + "glob": "^7.0.6", + "istanbul-lib-coverage": "^1.1.2", + "istanbul-lib-hook": "^1.1.0", + "istanbul-lib-instrument": "^1.10.0", + "istanbul-lib-report": "^1.1.3", + "istanbul-lib-source-maps": "^1.2.3", + "istanbul-reports": "^1.4.0", + "md5-hex": "^1.2.0", + "merge-source-map": "^1.0.2", + "micromatch": "^2.3.11", + "mkdirp": "^0.5.0", + "resolve-from": "^2.0.0", + "rimraf": "^2.5.4", + "signal-exit": "^3.0.1", + "spawn-wrap": "^1.4.2", + "test-exclude": "^4.2.0", "yargs": "11.1.0", - "yargs-parser": "8.1.0" + "yargs-parser": "^8.0.0" }, "dependencies": { "align-text": { @@ -7042,9 +7042,9 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2", - "longest": "1.0.1", - "repeat-string": "1.6.1" + "kind-of": "^3.0.2", + "longest": "^1.0.1", + "repeat-string": "^1.5.2" } }, "amdefine": { @@ -7067,7 +7067,7 @@ "bundled": true, "dev": true, "requires": { - "default-require-extensions": "1.0.0" + "default-require-extensions": "^1.0.0" } }, "archy": { @@ -7080,7 +7080,7 @@ "bundled": true, "dev": true, "requires": { - "arr-flatten": "1.1.0" + "arr-flatten": "^1.0.1" } }, "arr-flatten": { @@ -7123,9 +7123,9 @@ "bundled": true, "dev": true, "requires": { - "chalk": "1.1.3", - "esutils": "2.0.2", - "js-tokens": "3.0.2" + "chalk": "^1.1.3", + "esutils": "^2.0.2", + "js-tokens": "^3.0.2" } }, "babel-generator": { @@ -7133,14 +7133,14 @@ "bundled": true, "dev": true, "requires": { - "babel-messages": "6.23.0", - "babel-runtime": "6.26.0", - "babel-types": "6.26.0", - "detect-indent": "4.0.0", - "jsesc": "1.3.0", - "lodash": "4.17.5", - "source-map": "0.5.7", - "trim-right": "1.0.1" + "babel-messages": "^6.23.0", + "babel-runtime": "^6.26.0", + "babel-types": "^6.26.0", + "detect-indent": "^4.0.0", + "jsesc": "^1.3.0", + "lodash": "^4.17.4", + "source-map": "^0.5.7", + "trim-right": "^1.0.1" } }, "babel-messages": { @@ -7148,7 +7148,7 @@ "bundled": true, "dev": true, "requires": { - "babel-runtime": "6.26.0" + "babel-runtime": "^6.22.0" } }, "babel-runtime": { @@ -7156,8 +7156,8 @@ "bundled": true, "dev": true, "requires": { - "core-js": "2.5.5", - "regenerator-runtime": "0.11.1" + "core-js": "^2.4.0", + "regenerator-runtime": "^0.11.0" } }, "babel-template": { @@ -7165,11 +7165,11 @@ "bundled": true, "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-traverse": "6.26.0", - "babel-types": "6.26.0", - "babylon": "6.18.0", - "lodash": "4.17.5" + "babel-runtime": "^6.26.0", + "babel-traverse": "^6.26.0", + "babel-types": "^6.26.0", + "babylon": "^6.18.0", + "lodash": "^4.17.4" } }, "babel-traverse": { @@ -7177,15 +7177,15 @@ "bundled": true, "dev": true, "requires": { - "babel-code-frame": "6.26.0", - "babel-messages": "6.23.0", - "babel-runtime": "6.26.0", - "babel-types": "6.26.0", - "babylon": "6.18.0", - "debug": "2.6.9", - "globals": "9.18.0", - "invariant": "2.2.4", - "lodash": "4.17.5" + "babel-code-frame": "^6.26.0", + "babel-messages": "^6.23.0", + "babel-runtime": "^6.26.0", + "babel-types": "^6.26.0", + "babylon": "^6.18.0", + "debug": "^2.6.8", + "globals": "^9.18.0", + "invariant": "^2.2.2", + "lodash": "^4.17.4" } }, "babel-types": { @@ -7193,10 +7193,10 @@ "bundled": true, "dev": true, "requires": { - "babel-runtime": "6.26.0", - "esutils": "2.0.2", - "lodash": "4.17.5", - "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 +7214,13 @@ "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 +7228,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "1.0.2" + "is-descriptor": "^1.0.0" } }, "is-accessor-descriptor": { @@ -7236,7 +7236,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-data-descriptor": { @@ -7244,7 +7244,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-descriptor": { @@ -7252,9 +7252,9 @@ "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": { @@ -7274,7 +7274,7 @@ "bundled": true, "dev": true, "requires": { - "balanced-match": "1.0.0", + "balanced-match": "^1.0.0", "concat-map": "0.0.1" } }, @@ -7283,9 +7283,9 @@ "bundled": true, "dev": true, "requires": { - "expand-range": "1.8.2", - "preserve": "0.2.0", - "repeat-element": "1.1.2" + "expand-range": "^1.8.1", + "preserve": "^0.2.0", + "repeat-element": "^1.1.2" } }, "builtin-modules": { @@ -7298,15 +7298,15 @@ "bundled": true, "dev": true, "requires": { - "collection-visit": "1.0.0", - "component-emitter": "1.2.1", - "get-value": "2.0.6", - "has-value": "1.0.0", - "isobject": "3.0.1", - "set-value": "2.0.0", - "to-object-path": "0.3.0", - "union-value": "1.0.0", - "unset-value": "1.0.0" + "collection-visit": "^1.0.0", + "component-emitter": "^1.2.1", + "get-value": "^2.0.6", + "has-value": "^1.0.0", + "isobject": "^3.0.1", + "set-value": "^2.0.0", + "to-object-path": "^0.3.0", + "union-value": "^1.0.0", + "unset-value": "^1.0.0" }, "dependencies": { "isobject": { @@ -7321,9 +7321,9 @@ "bundled": true, "dev": true, "requires": { - "md5-hex": "1.3.0", - "mkdirp": "0.5.1", - "write-file-atomic": "1.3.4" + "md5-hex": "^1.2.0", + "mkdirp": "^0.5.1", + "write-file-atomic": "^1.1.4" } }, "camelcase": { @@ -7338,8 +7338,8 @@ "dev": true, "optional": true, "requires": { - "align-text": "0.1.4", - "lazy-cache": "1.0.4" + "align-text": "^0.1.3", + "lazy-cache": "^1.0.3" } }, "chalk": { @@ -7347,11 +7347,11 @@ "bundled": true, "dev": true, "requires": { - "ansi-styles": "2.2.1", - "escape-string-regexp": "1.0.5", - "has-ansi": "2.0.0", - "strip-ansi": "3.0.1", - "supports-color": "2.0.0" + "ansi-styles": "^2.2.1", + "escape-string-regexp": "^1.0.2", + "has-ansi": "^2.0.0", + "strip-ansi": "^3.0.0", + "supports-color": "^2.0.0" } }, "class-utils": { @@ -7359,10 +7359,10 @@ "bundled": true, "dev": true, "requires": { - "arr-union": "3.1.0", - "define-property": "0.2.5", - "isobject": "3.0.1", - "static-extend": "0.1.2" + "arr-union": "^3.1.0", + "define-property": "^0.2.5", + "isobject": "^3.0.0", + "static-extend": "^0.1.1" }, "dependencies": { "define-property": { @@ -7370,7 +7370,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "0.1.6" + "is-descriptor": "^0.1.0" } }, "isobject": { @@ -7386,8 +7386,8 @@ "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": { @@ -7409,8 +7409,8 @@ "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": { @@ -7448,8 +7448,8 @@ "bundled": true, "dev": true, "requires": { - "lru-cache": "4.1.2", - "which": "1.3.0" + "lru-cache": "^4.0.1", + "which": "^1.2.9" } }, "debug": { @@ -7480,7 +7480,7 @@ "bundled": true, "dev": true, "requires": { - "strip-bom": "2.0.0" + "strip-bom": "^2.0.0" } }, "define-property": { @@ -7488,8 +7488,8 @@ "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 +7497,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-data-descriptor": { @@ -7505,7 +7505,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-descriptor": { @@ -7513,9 +7513,9 @@ "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": { @@ -7535,7 +7535,7 @@ "bundled": true, "dev": true, "requires": { - "repeating": "2.0.1" + "repeating": "^2.0.0" } }, "error-ex": { @@ -7543,7 +7543,7 @@ "bundled": true, "dev": true, "requires": { - "is-arrayish": "0.2.1" + "is-arrayish": "^0.2.1" } }, "escape-string-regexp": { @@ -7561,13 +7561,13 @@ "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": { @@ -7575,9 +7575,9 @@ "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" } } } @@ -7587,7 +7587,7 @@ "bundled": true, "dev": true, "requires": { - "is-posix-bracket": "0.1.1" + "is-posix-bracket": "^0.1.0" } }, "expand-range": { @@ -7595,7 +7595,7 @@ "bundled": true, "dev": true, "requires": { - "fill-range": "2.2.3" + "fill-range": "^2.1.0" } }, "extend-shallow": { @@ -7603,8 +7603,8 @@ "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": { @@ -7612,7 +7612,7 @@ "bundled": true, "dev": true, "requires": { - "is-plain-object": "2.0.4" + "is-plain-object": "^2.0.4" } } } @@ -7622,7 +7622,7 @@ "bundled": true, "dev": true, "requires": { - "is-extglob": "1.0.0" + "is-extglob": "^1.0.0" } }, "filename-regex": { @@ -7635,11 +7635,11 @@ "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" + "is-number": "^2.1.0", + "isobject": "^2.0.0", + "randomatic": "^1.1.3", + "repeat-element": "^1.1.2", + "repeat-string": "^1.5.2" } }, "find-cache-dir": { @@ -7647,9 +7647,9 @@ "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 +7657,7 @@ "bundled": true, "dev": true, "requires": { - "locate-path": "2.0.0" + "locate-path": "^2.0.0" } }, "for-in": { @@ -7670,7 +7670,7 @@ "bundled": true, "dev": true, "requires": { - "for-in": "1.0.2" + "for-in": "^1.0.1" } }, "foreground-child": { @@ -7678,8 +7678,8 @@ "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 +7687,7 @@ "bundled": true, "dev": true, "requires": { - "map-cache": "0.2.2" + "map-cache": "^0.2.2" } }, "fs.realpath": { @@ -7715,12 +7715,12 @@ "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" + "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" } }, "glob-base": { @@ -7728,8 +7728,8 @@ "bundled": true, "dev": true, "requires": { - "glob-parent": "2.0.0", - "is-glob": "2.0.1" + "glob-parent": "^2.0.0", + "is-glob": "^2.0.0" } }, "glob-parent": { @@ -7737,7 +7737,7 @@ "bundled": true, "dev": true, "requires": { - "is-glob": "2.0.1" + "is-glob": "^2.0.0" } }, "globals": { @@ -7755,10 +7755,10 @@ "bundled": true, "dev": true, "requires": { - "async": "1.5.2", - "optimist": "0.6.1", - "source-map": "0.4.4", - "uglify-js": "2.8.29" + "async": "^1.4.0", + "optimist": "^0.6.1", + "source-map": "^0.4.4", + "uglify-js": "^2.6" }, "dependencies": { "source-map": { @@ -7766,7 +7766,7 @@ "bundled": true, "dev": true, "requires": { - "amdefine": "1.0.1" + "amdefine": ">=0.0.4" } } } @@ -7776,7 +7776,7 @@ "bundled": true, "dev": true, "requires": { - "ansi-regex": "2.1.1" + "ansi-regex": "^2.0.0" } }, "has-flag": { @@ -7789,9 +7789,9 @@ "bundled": true, "dev": true, "requires": { - "get-value": "2.0.6", - "has-values": "1.0.0", - "isobject": "3.0.1" + "get-value": "^2.0.6", + "has-values": "^1.0.0", + "isobject": "^3.0.0" }, "dependencies": { "isobject": { @@ -7806,8 +7806,8 @@ "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": { @@ -7815,7 +7815,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" }, "dependencies": { "kind-of": { @@ -7823,7 +7823,7 @@ "bundled": true, "dev": true, "requires": { - "is-buffer": "1.1.6" + "is-buffer": "^1.1.5" } } } @@ -7833,7 +7833,7 @@ "bundled": true, "dev": true, "requires": { - "is-buffer": "1.1.6" + "is-buffer": "^1.1.5" } } } @@ -7853,8 +7853,8 @@ "bundled": true, "dev": true, "requires": { - "once": "1.4.0", - "wrappy": "1.0.2" + "once": "^1.3.0", + "wrappy": "1" } }, "inherits": { @@ -7867,7 +7867,7 @@ "bundled": true, "dev": true, "requires": { - "loose-envify": "1.3.1" + "loose-envify": "^1.0.0" } }, "invert-kv": { @@ -7880,7 +7880,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" } }, "is-arrayish": { @@ -7898,7 +7898,7 @@ "bundled": true, "dev": true, "requires": { - "builtin-modules": "1.1.1" + "builtin-modules": "^1.0.0" } }, "is-data-descriptor": { @@ -7906,7 +7906,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" } }, "is-descriptor": { @@ -7914,9 +7914,9 @@ "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": { @@ -7936,7 +7936,7 @@ "bundled": true, "dev": true, "requires": { - "is-primitive": "2.0.0" + "is-primitive": "^2.0.0" } }, "is-extendable": { @@ -7954,7 +7954,7 @@ "bundled": true, "dev": true, "requires": { - "number-is-nan": "1.0.1" + "number-is-nan": "^1.0.0" } }, "is-fullwidth-code-point": { @@ -7967,7 +7967,7 @@ "bundled": true, "dev": true, "requires": { - "is-extglob": "1.0.0" + "is-extglob": "^1.0.0" } }, "is-number": { @@ -7975,7 +7975,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" } }, "is-odd": { @@ -7983,7 +7983,7 @@ "bundled": true, "dev": true, "requires": { - "is-number": "4.0.0" + "is-number": "^4.0.0" }, "dependencies": { "is-number": { @@ -7998,7 +7998,7 @@ "bundled": true, "dev": true, "requires": { - "isobject": "3.0.1" + "isobject": "^3.0.1" }, "dependencies": { "isobject": { @@ -8061,7 +8061,7 @@ "bundled": true, "dev": true, "requires": { - "append-transform": "0.4.0" + "append-transform": "^0.4.0" } }, "istanbul-lib-instrument": { @@ -8069,13 +8069,13 @@ "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 +8083,10 @@ "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 +8094,7 @@ "bundled": true, "dev": true, "requires": { - "has-flag": "1.0.0" + "has-flag": "^1.0.0" } } } @@ -8104,11 +8104,11 @@ "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 +8126,7 @@ "bundled": true, "dev": true, "requires": { - "handlebars": "4.0.11" + "handlebars": "^4.0.3" } }, "js-tokens": { @@ -8144,7 +8144,7 @@ "bundled": true, "dev": true, "requires": { - "is-buffer": "1.1.6" + "is-buffer": "^1.1.5" } }, "lazy-cache": { @@ -8158,7 +8158,7 @@ "bundled": true, "dev": true, "requires": { - "invert-kv": "1.0.0" + "invert-kv": "^1.0.0" } }, "load-json-file": { @@ -8166,11 +8166,11 @@ "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 +8178,8 @@ "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": { @@ -8204,7 +8204,7 @@ "bundled": true, "dev": true, "requires": { - "js-tokens": "3.0.2" + "js-tokens": "^3.0.0" } }, "lru-cache": { @@ -8212,8 +8212,8 @@ "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 +8226,7 @@ "bundled": true, "dev": true, "requires": { - "object-visit": "1.0.1" + "object-visit": "^1.0.0" } }, "md5-hex": { @@ -8234,7 +8234,7 @@ "bundled": true, "dev": true, "requires": { - "md5-o-matic": "0.1.1" + "md5-o-matic": "^0.1.1" } }, "md5-o-matic": { @@ -8247,7 +8247,7 @@ "bundled": true, "dev": true, "requires": { - "mimic-fn": "1.2.0" + "mimic-fn": "^1.0.0" } }, "merge-source-map": { @@ -8255,7 +8255,7 @@ "bundled": true, "dev": true, "requires": { - "source-map": "0.6.1" + "source-map": "^0.6.1" }, "dependencies": { "source-map": { @@ -8270,19 +8270,19 @@ "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": "^2.0.0", + "array-unique": "^0.2.1", + "braces": "^1.8.2", + "expand-brackets": "^0.1.4", + "extglob": "^0.3.1", + "filename-regex": "^2.0.0", + "is-extglob": "^1.0.0", + "is-glob": "^2.0.1", + "kind-of": "^3.0.2", + "normalize-path": "^2.0.1", + "object.omit": "^2.0.0", + "parse-glob": "^3.0.4", + "regex-cache": "^0.4.2" } }, "mimic-fn": { @@ -8295,7 +8295,7 @@ "bundled": true, "dev": true, "requires": { - "brace-expansion": "1.1.11" + "brace-expansion": "^1.1.7" } }, "minimist": { @@ -8308,8 +8308,8 @@ "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 +8317,7 @@ "bundled": true, "dev": true, "requires": { - "is-plain-object": "2.0.4" + "is-plain-object": "^2.0.4" } } } @@ -8340,18 +8340,18 @@ "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": { @@ -8376,10 +8376,10 @@ "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" + "hosted-git-info": "^2.1.4", + "is-builtin-module": "^1.0.0", + "semver": "2 || 3 || 4 || 5", + "validate-npm-package-license": "^3.0.1" } }, "normalize-path": { @@ -8387,7 +8387,7 @@ "bundled": true, "dev": true, "requires": { - "remove-trailing-separator": "1.1.0" + "remove-trailing-separator": "^1.0.1" } }, "npm-run-path": { @@ -8395,7 +8395,7 @@ "bundled": true, "dev": true, "requires": { - "path-key": "2.0.1" + "path-key": "^2.0.0" } }, "number-is-nan": { @@ -8413,9 +8413,9 @@ "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 +8423,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "0.1.6" + "is-descriptor": "^0.1.0" } } } @@ -8433,7 +8433,7 @@ "bundled": true, "dev": true, "requires": { - "isobject": "3.0.1" + "isobject": "^3.0.0" }, "dependencies": { "isobject": { @@ -8448,8 +8448,8 @@ "bundled": true, "dev": true, "requires": { - "for-own": "0.1.5", - "is-extendable": "0.1.1" + "for-own": "^0.1.4", + "is-extendable": "^0.1.1" } }, "object.pick": { @@ -8457,7 +8457,7 @@ "bundled": true, "dev": true, "requires": { - "isobject": "3.0.1" + "isobject": "^3.0.1" }, "dependencies": { "isobject": { @@ -8472,7 +8472,7 @@ "bundled": true, "dev": true, "requires": { - "wrappy": "1.0.2" + "wrappy": "1" } }, "optimist": { @@ -8480,8 +8480,8 @@ "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 +8494,9 @@ "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 +8509,7 @@ "bundled": true, "dev": true, "requires": { - "p-try": "1.0.0" + "p-try": "^1.0.0" } }, "p-locate": { @@ -8517,7 +8517,7 @@ "bundled": true, "dev": true, "requires": { - "p-limit": "1.2.0" + "p-limit": "^1.1.0" } }, "p-try": { @@ -8530,10 +8530,10 @@ "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" + "glob-base": "^0.3.0", + "is-dotfile": "^1.0.0", + "is-extglob": "^1.0.0", + "is-glob": "^2.0.0" } }, "parse-json": { @@ -8541,7 +8541,7 @@ "bundled": true, "dev": true, "requires": { - "error-ex": "1.3.1" + "error-ex": "^1.2.0" } }, "pascalcase": { @@ -8554,7 +8554,7 @@ "bundled": true, "dev": true, "requires": { - "pinkie-promise": "2.0.1" + "pinkie-promise": "^2.0.0" } }, "path-is-absolute": { @@ -8577,9 +8577,9 @@ "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 +8597,7 @@ "bundled": true, "dev": true, "requires": { - "pinkie": "2.0.4" + "pinkie": "^2.0.0" } }, "pkg-dir": { @@ -8605,7 +8605,7 @@ "bundled": true, "dev": true, "requires": { - "find-up": "1.1.2" + "find-up": "^1.0.0" }, "dependencies": { "find-up": { @@ -8613,8 +8613,8 @@ "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" } } } @@ -8639,8 +8639,8 @@ "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": { @@ -8648,7 +8648,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" }, "dependencies": { "kind-of": { @@ -8656,7 +8656,7 @@ "bundled": true, "dev": true, "requires": { - "is-buffer": "1.1.6" + "is-buffer": "^1.1.5" } } } @@ -8666,7 +8666,7 @@ "bundled": true, "dev": true, "requires": { - "is-buffer": "1.1.6" + "is-buffer": "^1.1.5" } } } @@ -8676,9 +8676,9 @@ "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 +8686,8 @@ "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 +8695,8 @@ "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" } } } @@ -8711,7 +8711,7 @@ "bundled": true, "dev": true, "requires": { - "is-equal-shallow": "0.1.3" + "is-equal-shallow": "^0.1.3" } }, "regex-not": { @@ -8719,8 +8719,8 @@ "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": { @@ -8743,7 +8743,7 @@ "bundled": true, "dev": true, "requires": { - "is-finite": "1.0.2" + "is-finite": "^1.0.0" } }, "require-directory": { @@ -8777,7 +8777,7 @@ "dev": true, "optional": true, "requires": { - "align-text": "0.1.4" + "align-text": "^0.1.1" } }, "rimraf": { @@ -8785,7 +8785,7 @@ "bundled": true, "dev": true, "requires": { - "glob": "7.1.2" + "glob": "^7.0.5" } }, "safe-regex": { @@ -8793,7 +8793,7 @@ "bundled": true, "dev": true, "requires": { - "ret": "0.1.15" + "ret": "~0.1.10" } }, "semver": { @@ -8811,10 +8811,10 @@ "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 +8822,7 @@ "bundled": true, "dev": true, "requires": { - "is-extendable": "0.1.1" + "is-extendable": "^0.1.0" } } } @@ -8832,7 +8832,7 @@ "bundled": true, "dev": true, "requires": { - "shebang-regex": "1.0.0" + "shebang-regex": "^1.0.0" } }, "shebang-regex": { @@ -8855,14 +8855,14 @@ "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 +8870,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "0.1.6" + "is-descriptor": "^0.1.0" } }, "extend-shallow": { @@ -8878,7 +8878,7 @@ "bundled": true, "dev": true, "requires": { - "is-extendable": "0.1.1" + "is-extendable": "^0.1.0" } } } @@ -8888,9 +8888,9 @@ "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 +8898,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "1.0.2" + "is-descriptor": "^1.0.0" } }, "is-accessor-descriptor": { @@ -8906,7 +8906,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-data-descriptor": { @@ -8914,7 +8914,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-descriptor": { @@ -8922,9 +8922,9 @@ "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": { @@ -8944,7 +8944,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.2.0" } }, "source-map": { @@ -8957,11 +8957,11 @@ "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 +8974,12 @@ "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 +8987,8 @@ "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 +9001,8 @@ "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 +9015,7 @@ "bundled": true, "dev": true, "requires": { - "extend-shallow": "3.0.2" + "extend-shallow": "^3.0.0" } }, "static-extend": { @@ -9023,8 +9023,8 @@ "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 +9032,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "0.1.6" + "is-descriptor": "^0.1.0" } } } @@ -9042,8 +9042,8 @@ "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 +9056,7 @@ "bundled": true, "dev": true, "requires": { - "ansi-regex": "3.0.0" + "ansi-regex": "^3.0.0" } } } @@ -9066,7 +9066,7 @@ "bundled": true, "dev": true, "requires": { - "ansi-regex": "2.1.1" + "ansi-regex": "^2.0.0" } }, "strip-bom": { @@ -9074,7 +9074,7 @@ "bundled": true, "dev": true, "requires": { - "is-utf8": "0.2.1" + "is-utf8": "^0.2.0" } }, "strip-eof": { @@ -9092,11 +9092,11 @@ "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" + "arrify": "^1.0.1", + "micromatch": "^3.1.8", + "object-assign": "^4.1.0", + "read-pkg-up": "^1.0.1", + "require-main-filename": "^1.0.1" }, "dependencies": { "arr-diff": { @@ -9114,16 +9114,16 @@ "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" + "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": "^0.8.1", + "snapdragon-node": "^2.0.1", + "split-string": "^3.0.2", + "to-regex": "^3.0.1" }, "dependencies": { "extend-shallow": { @@ -9131,7 +9131,7 @@ "bundled": true, "dev": true, "requires": { - "is-extendable": "0.1.1" + "is-extendable": "^0.1.0" } } } @@ -9141,13 +9141,13 @@ "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" + "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": { @@ -9155,7 +9155,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "0.1.6" + "is-descriptor": "^0.1.0" } }, "extend-shallow": { @@ -9163,7 +9163,7 @@ "bundled": true, "dev": true, "requires": { - "is-extendable": "0.1.1" + "is-extendable": "^0.1.0" } }, "is-accessor-descriptor": { @@ -9171,7 +9171,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" }, "dependencies": { "kind-of": { @@ -9179,7 +9179,7 @@ "bundled": true, "dev": true, "requires": { - "is-buffer": "1.1.6" + "is-buffer": "^1.1.5" } } } @@ -9189,7 +9189,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" }, "dependencies": { "kind-of": { @@ -9197,7 +9197,7 @@ "bundled": true, "dev": true, "requires": { - "is-buffer": "1.1.6" + "is-buffer": "^1.1.5" } } } @@ -9207,9 +9207,9 @@ "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" } }, "kind-of": { @@ -9224,14 +9224,14 @@ "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" + "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": { @@ -9239,7 +9239,7 @@ "bundled": true, "dev": true, "requires": { - "is-descriptor": "1.0.2" + "is-descriptor": "^1.0.0" } }, "extend-shallow": { @@ -9247,7 +9247,7 @@ "bundled": true, "dev": true, "requires": { - "is-extendable": "0.1.1" + "is-extendable": "^0.1.0" } } } @@ -9257,10 +9257,10 @@ "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" + "extend-shallow": "^2.0.1", + "is-number": "^3.0.0", + "repeat-string": "^1.6.1", + "to-regex-range": "^2.1.0" }, "dependencies": { "extend-shallow": { @@ -9268,7 +9268,7 @@ "bundled": true, "dev": true, "requires": { - "is-extendable": "0.1.1" + "is-extendable": "^0.1.0" } } } @@ -9278,7 +9278,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-data-descriptor": { @@ -9286,7 +9286,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-descriptor": { @@ -9294,9 +9294,9 @@ "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" } }, "is-number": { @@ -9304,7 +9304,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" }, "dependencies": { "kind-of": { @@ -9312,7 +9312,7 @@ "bundled": true, "dev": true, "requires": { - "is-buffer": "1.1.6" + "is-buffer": "^1.1.5" } } } @@ -9332,19 +9332,19 @@ "bundled": true, "dev": true, "requires": { - "arr-diff": "4.0.0", - "array-unique": "0.3.2", - "braces": "2.3.2", - "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": "1.0.2", - "snapdragon": "0.8.2", - "to-regex": "3.0.2" + "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" } } } @@ -9359,7 +9359,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" } }, "to-regex": { @@ -9367,10 +9367,10 @@ "bundled": true, "dev": true, "requires": { - "define-property": "2.0.2", - "extend-shallow": "3.0.2", - "regex-not": "1.0.2", - "safe-regex": "1.1.0" + "define-property": "^2.0.2", + "extend-shallow": "^3.0.2", + "regex-not": "^1.0.2", + "safe-regex": "^1.1.0" } }, "to-regex-range": { @@ -9378,8 +9378,8 @@ "bundled": true, "dev": true, "requires": { - "is-number": "3.0.0", - "repeat-string": "1.6.1" + "is-number": "^3.0.0", + "repeat-string": "^1.6.1" }, "dependencies": { "is-number": { @@ -9387,7 +9387,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" } } } @@ -9403,9 +9403,9 @@ "dev": true, "optional": true, "requires": { - "source-map": "0.5.7", - "uglify-to-browserify": "1.0.2", - "yargs": "3.10.0" + "source-map": "~0.5.1", + "uglify-to-browserify": "~1.0.0", + "yargs": "~3.10.0" }, "dependencies": { "yargs": { @@ -9414,9 +9414,9 @@ "dev": true, "optional": true, "requires": { - "camelcase": "1.2.1", - "cliui": "2.1.0", - "decamelize": "1.2.0", + "camelcase": "^1.0.2", + "cliui": "^2.1.0", + "decamelize": "^1.0.0", "window-size": "0.1.0" } } @@ -9433,10 +9433,10 @@ "bundled": true, "dev": true, "requires": { - "arr-union": "3.1.0", - "get-value": "2.0.6", - "is-extendable": "0.1.1", - "set-value": "0.4.3" + "arr-union": "^3.1.0", + "get-value": "^2.0.6", + "is-extendable": "^0.1.1", + "set-value": "^0.4.3" }, "dependencies": { "extend-shallow": { @@ -9444,7 +9444,7 @@ "bundled": true, "dev": true, "requires": { - "is-extendable": "0.1.1" + "is-extendable": "^0.1.0" } }, "set-value": { @@ -9452,10 +9452,10 @@ "bundled": true, "dev": true, "requires": { - "extend-shallow": "2.0.1", - "is-extendable": "0.1.1", - "is-plain-object": "2.0.4", - "to-object-path": "0.3.0" + "extend-shallow": "^2.0.1", + "is-extendable": "^0.1.1", + "is-plain-object": "^2.0.1", + "to-object-path": "^0.3.0" } } } @@ -9465,8 +9465,8 @@ "bundled": true, "dev": true, "requires": { - "has-value": "0.3.1", - "isobject": "3.0.1" + "has-value": "^0.3.1", + "isobject": "^3.0.0" }, "dependencies": { "has-value": { @@ -9474,9 +9474,9 @@ "bundled": true, "dev": true, "requires": { - "get-value": "2.0.6", - "has-values": "0.1.4", - "isobject": "2.1.0" + "get-value": "^2.0.3", + "has-values": "^0.1.4", + "isobject": "^2.0.0" }, "dependencies": { "isobject": { @@ -9511,7 +9511,7 @@ "bundled": true, "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.2" }, "dependencies": { "kind-of": { @@ -9526,8 +9526,8 @@ "bundled": true, "dev": true, "requires": { - "spdx-correct": "3.0.0", - "spdx-expression-parse": "3.0.0" + "spdx-correct": "^3.0.0", + "spdx-expression-parse": "^3.0.0" } }, "which": { @@ -9535,7 +9535,7 @@ "bundled": true, "dev": true, "requires": { - "isexe": "2.0.0" + "isexe": "^2.0.0" } }, "which-module": { @@ -9559,8 +9559,8 @@ "bundled": true, "dev": true, "requires": { - "string-width": "1.0.2", - "strip-ansi": "3.0.1" + "string-width": "^1.0.1", + "strip-ansi": "^3.0.1" }, "dependencies": { "is-fullwidth-code-point": { @@ -9568,7 +9568,7 @@ "bundled": true, "dev": true, "requires": { - "number-is-nan": "1.0.1" + "number-is-nan": "^1.0.0" } }, "string-width": { @@ -9576,9 +9576,9 @@ "bundled": true, "dev": true, "requires": { - "code-point-at": "1.1.0", - "is-fullwidth-code-point": "1.0.0", - "strip-ansi": "3.0.1" + "code-point-at": "^1.0.0", + "is-fullwidth-code-point": "^1.0.0", + "strip-ansi": "^3.0.0" } } } @@ -9593,9 +9593,9 @@ "bundled": true, "dev": true, "requires": { - "graceful-fs": "4.1.11", - "imurmurhash": "0.1.4", - "slide": "1.1.6" + "graceful-fs": "^4.1.11", + "imurmurhash": "^0.1.4", + "slide": "^1.1.5" } }, "y18n": { @@ -9613,18 +9613,18 @@ "bundled": true, "dev": true, "requires": { - "cliui": "4.0.0", - "decamelize": "1.2.0", - "find-up": "2.1.0", - "get-caller-file": "1.0.2", - "os-locale": "2.1.0", - "require-directory": "2.1.1", - "require-main-filename": "1.0.1", - "set-blocking": "2.0.0", - "string-width": "2.1.1", - "which-module": "2.0.0", - "y18n": "3.2.1", - "yargs-parser": "9.0.2" + "cliui": "^4.0.0", + "decamelize": "^1.1.1", + "find-up": "^2.1.0", + "get-caller-file": "^1.0.1", + "os-locale": "^2.0.0", + "require-directory": "^2.1.1", + "require-main-filename": "^1.0.1", + "set-blocking": "^2.0.0", + "string-width": "^2.0.0", + "which-module": "^2.0.0", + "y18n": "^3.2.1", + "yargs-parser": "^9.0.2" }, "dependencies": { "ansi-regex": { @@ -9642,9 +9642,9 @@ "bundled": true, "dev": true, "requires": { - "string-width": "2.1.1", - "strip-ansi": "4.0.0", - "wrap-ansi": "2.1.0" + "string-width": "^2.1.1", + "strip-ansi": "^4.0.0", + "wrap-ansi": "^2.0.0" } }, "strip-ansi": { @@ -9652,7 +9652,7 @@ "bundled": true, "dev": true, "requires": { - "ansi-regex": "3.0.0" + "ansi-regex": "^3.0.0" } }, "yargs-parser": { @@ -9660,7 +9660,7 @@ "bundled": true, "dev": true, "requires": { - "camelcase": "4.1.0" + "camelcase": "^4.1.0" } } } @@ -9670,7 +9670,7 @@ "bundled": true, "dev": true, "requires": { - "camelcase": "4.1.0" + "camelcase": "^4.1.0" }, "dependencies": { "camelcase": { @@ -9700,9 +9700,9 @@ "integrity": "sha1-fn2Fi3gb18mRpBupde04EnVOmYw=", "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": { @@ -9711,7 +9711,7 @@ "integrity": "sha1-w1se+RjsPJkPmlvFe+BKrOxcgRY=", "dev": true, "requires": { - "is-descriptor": "0.1.6" + "is-descriptor": "^0.1.0" } } } @@ -9722,7 +9722,7 @@ "integrity": "sha1-95xEk68MU3e1n+OdOV5BBC3QRbs=", "dev": true, "requires": { - "isobject": "3.0.1" + "isobject": "^3.0.0" }, "dependencies": { "isobject": { @@ -9739,8 +9739,8 @@ "integrity": "sha1-Gpx0SCnznbuFjHbKNXmuKlTr0fo=", "dev": true, "requires": { - "for-own": "0.1.5", - "is-extendable": "0.1.1" + "for-own": "^0.1.4", + "is-extendable": "^0.1.1" } }, "object.pick": { @@ -9749,7 +9749,7 @@ "integrity": "sha1-h6EKxMFpS9Lhy/U1kaZhQftd10c=", "dev": true, "requires": { - "isobject": "3.0.1" + "isobject": "^3.0.1" }, "dependencies": { "isobject": { @@ -9766,7 +9766,7 @@ "integrity": "sha1-WDsap3WWHUsROsF9nFC6753Xa9E=", "dev": true, "requires": { - "wrappy": "1.0.2" + "wrappy": "1" } }, "onetime": { @@ -9775,7 +9775,7 @@ "integrity": "sha1-BnQoIw/WdEOyeUsiu6UotoZ5YtQ=", "dev": true, "requires": { - "mimic-fn": "1.2.0" + "mimic-fn": "^1.0.0" } }, "opener": { @@ -9788,8 +9788,8 @@ "resolved": "https://registry.npmjs.org/optimist/-/optimist-0.6.1.tgz", "integrity": "sha1-2j6nRob6IaGaERwybpDrFaAZZoY=", "requires": { - "minimist": "0.0.8", - "wordwrap": "0.0.3" + "minimist": "~0.0.1", + "wordwrap": "~0.0.2" }, "dependencies": { "wordwrap": { @@ -9805,12 +9805,12 @@ "integrity": "sha1-NkxeQJ0/TWMB1sC0wFu6UBgK62Q=", "dev": true, "requires": { - "deep-is": "0.1.3", - "fast-levenshtein": "2.0.6", - "levn": "0.3.0", - "prelude-ls": "1.1.2", - "type-check": "0.3.2", - "wordwrap": "1.0.0" + "deep-is": "~0.1.3", + "fast-levenshtein": "~2.0.4", + "levn": "~0.3.0", + "prelude-ls": "~1.1.2", + "type-check": "~0.3.2", + "wordwrap": "~1.0.0" } }, "ora": { @@ -9819,10 +9819,10 @@ "integrity": "sha1-N1J9Igrc1Tw5tzVx11QVbV22V6Q=", "dev": true, "requires": { - "chalk": "1.1.3", - "cli-cursor": "1.0.2", - "cli-spinners": "0.1.2", - "object-assign": "4.1.1" + "chalk": "^1.1.1", + "cli-cursor": "^1.0.2", + "cli-spinners": "^0.1.2", + "object-assign": "^4.0.1" }, "dependencies": { "cli-cursor": { @@ -9831,7 +9831,7 @@ "integrity": "sha1-ZNo/fValRBLll5S9Ytw1KV6PKYc=", "dev": true, "requires": { - "restore-cursor": "1.0.1" + "restore-cursor": "^1.0.1" } }, "onetime": { @@ -9846,8 +9846,8 @@ "integrity": "sha1-NGYfRohjJ/7SmRR5FSJS35LapUE=", "dev": true, "requires": { - "exit-hook": "1.1.1", - "onetime": "1.1.0" + "exit-hook": "^1.0.0", + "onetime": "^1.0.0" } } } @@ -9870,9 +9870,9 @@ "integrity": "sha512-3sslG3zJbEYcaC4YVAvDorjGxc7tv6KVATnLPZONiljsUncvihe9BQoVCEs0RZ1kmf4Hk9OBqlZfJZWI4GanKA==", 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true, "requires": { - "glob-base": "0.3.0", - "is-dotfile": "1.0.3", - "is-extglob": "1.0.0", - "is-glob": "2.0.1" + "glob-base": "^0.3.0", + "is-dotfile": "^1.0.0", + "is-extglob": "^1.0.0", + "is-glob": "^2.0.0" } }, "parse-json": { @@ -10018,7 +10018,7 @@ "integrity": "sha1-9ID0BDTvgHQfhGkJn43qGPVaTck=", "dev": true, "requires": { - "error-ex": "1.3.1" + "error-ex": "^1.2.0" } }, "parse-passwd": { @@ -10081,7 +10081,7 @@ "integrity": "sha1-8BLMuEFbcJb8LaoQVMPXI4lZTHM=", "dev": true, "requires": { - "pify": "2.3.0" + "pify": "^2.0.0" }, "dependencies": { "pify": { @@ -10104,11 +10104,11 @@ "integrity": "sha512-y4CXP3thSxqf7c0qmOF+9UeOTrifiVTIM+u7NWlq+PRsHbr7r7dpCmvzrZxa96JJUNi0Y5w9VqG5ZNeCVMoDcA==", "dev": true, "requires": { - "create-hash": "1.2.0", - "create-hmac": "1.1.7", - "ripemd160": "2.0.2", - "safe-buffer": "5.1.1", - "sha.js": "2.4.11" + "create-hash": "^1.1.2", + "create-hmac": "^1.1.4", + "ripemd160": "^2.0.1", + "safe-buffer": "^5.0.1", + "sha.js": "^2.4.8" } }, "performance-now": { @@ -10135,7 +10135,7 @@ "integrity": "sha1-ITXW36ejWMBprJsXh3YogihFD/o=", "dev": true, "requires": { - "pinkie": "2.0.4" + "pinkie": "^2.0.0" } }, "pkg-dir": { @@ -10144,7 +10144,7 @@ "integrity": "sha1-9tXREJ4Z1j7fQo4L1X4Sd3YVM0s=", "dev": true, "requires": { - "find-up": "2.1.0" + "find-up": "^2.1.0" } }, "pluralize": { @@ -10158,9 +10158,9 @@ "resolved": "https://registry.npmjs.org/portfinder/-/portfinder-1.0.13.tgz", "integrity": "sha1-uzLs2HwnEErm7kS1o8y/Drsa7ek=", "requires": { - "async": "1.5.2", - "debug": "2.6.8", - "mkdirp": "0.5.1" + "async": "^1.5.2", + "debug": "^2.2.0", + "mkdirp": "0.5.x" } }, "posix-character-classes": { @@ -10229,7 +10229,7 @@ "integrity": "sha512-nolQXZ/4L+bP/UGlkfaIujX9BKxGwmQ9OT4mOt5yvy8iK1h3wqTEJCijzGANTCCl9nWjY41juyAn2K3Q1hLLTg==", "dev": true, "requires": { - "asap": "2.0.6" + "asap": "~2.0.3" } }, "promise-inflight": { @@ -10244,9 +10244,9 @@ "integrity": 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{ @@ -10290,9 +10290,9 @@ "integrity": "sha512-2kmNR9ry+Pf45opRVirpNuIFotsxUGLaYqxIwuR77AYrYRMuFCz9eryHBS52L360O+NcR383CL4QYlMKPq4zYA==", "dev": true, "requires": { - "duplexify": "3.5.4", - "inherits": "2.0.3", - "pump": "2.0.1" + "duplexify": "^3.5.3", + "inherits": "^2.0.3", + "pump": "^2.0.0" } }, "punycode": { @@ -10312,9 +10312,9 @@ "integrity": "sha512-gjWOsm2SoGlgLEdAGt7a6slVOk9mGiXmPFMqrEhLQ68rhQuBnpfs3+EmlvqKyxnCo9/PPlF+9MtY02S1aFg+Jw==", "dev": true, "requires": { - "decode-uri-component": "0.2.0", - "object-assign": "4.1.1", - "strict-uri-encode": "1.1.0" + "decode-uri-component": "^0.2.0", + "object-assign": "^4.1.0", + "strict-uri-encode": "^1.0.0" } }, "querystring": { @@ -10335,8 +10335,8 @@ "integrity": "sha512-D5JUjPyJbaJDkuAazpVnSfVkLlpeO3wDlPROTMLGKG1zMFNFRgrciKo1ltz/AzNTkqE0HzDx655QOL51N06how==", "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": { @@ -10345,7 +10345,7 @@ "integrity": "sha1-JP1iAaR4LPUFYcgQJ2r8fRLXEZU=", "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" }, "dependencies": { "kind-of": { @@ -10354,7 +10354,7 @@ "integrity": "sha1-MeohpzS6ubuw8yRm2JOupR5KPGQ=", "dev": true, "requires": { - "is-buffer": "1.1.5" + "is-buffer": "^1.1.5" } } } @@ -10365,7 +10365,7 @@ "integrity": "sha1-IIE989cSkosgc3hpGkUGb65y3Vc=", "dev": true, "requires": { - "is-buffer": "1.1.5" + "is-buffer": "^1.1.5" } } } @@ -10376,7 +10376,7 @@ "integrity": "sha512-CIQ5OFxf4Jou6uOKe9t1AOgqpeU5fd70A8NPdHSGeYXqXsPe6peOwI0cUl88RWZ6sP1vPMV3avd/R6cZ5/sP1A==", "dev": true, "requires": { - "safe-buffer": "5.1.1" + "safe-buffer": "^5.1.0" } }, "randomfill": { @@ -10385,8 +10385,8 @@ "integrity": "sha512-87lcbR8+MhcWcUiQ+9e+Rwx8MyR2P7qnt15ynUlbm3TU/fjbgz4GsvfSUDTemtCCtVCqb4ZcEFlyPNTh9bBTLw==", "dev": true, "requires": { - "randombytes": "2.0.6", - "safe-buffer": "5.1.1" + "randombytes": "^2.0.5", + "safe-buffer": "^5.1.0" } }, "react": { @@ -10395,10 +10395,10 @@ "integrity": "sha512-ZmIomM7EE1DvPEnSFAHZn9Vs9zJl5A9H7el0EGTE6ZbW9FKe/14IYAlPbC8iH25YarEQxZL+E8VW7Mi7kfQrDQ==", "dev": true, "requires": { - "fbjs": "0.8.16", - "loose-envify": "1.3.1", - "object-assign": "4.1.1", - "prop-types": "15.6.1" + "fbjs": "^0.8.16", + "loose-envify": "^1.1.0", + "object-assign": "^4.1.1", + "prop-types": "^15.6.0" } }, "react-dom": { @@ -10407,10 +10407,10 @@ "integrity": "sha512-zpGAdwHVn9K0091d+hr+R0qrjoJ84cIBFL2uU60KvWBPfZ7LPSrfqviTxGHWN0sjPZb2hxWzMexwrvJdKePvjg==", "dev": true, "requires": { - "fbjs": "0.8.16", - "loose-envify": "1.3.1", - "object-assign": "4.1.1", - "prop-types": "15.6.1" + "fbjs": "^0.8.16", + "loose-envify": "^1.1.0", + "object-assign": "^4.1.1", + "prop-types": "^15.6.0" } }, "read-chunk": { @@ -10419,8 +10419,8 @@ "integrity": "sha1-agTAkoAF7Z1C4aasVgDhnLx/9lU=", "dev": true, "requires": { - "pify": "3.0.0", - "safe-buffer": "5.1.1" + "pify": "^3.0.0", + "safe-buffer": "^5.1.1" } }, "read-pkg": { @@ -10429,9 +10429,9 @@ "integrity": "sha1-jvHAYjxqbbDcZxPEv6xGMysjaPg=", "dev": true, "requires": { - "load-json-file": "2.0.0", - "normalize-package-data": "2.4.0", - "path-type": "2.0.0" + "load-json-file": "^2.0.0", + "normalize-package-data": "^2.3.2", + "path-type": "^2.0.0" } }, "read-pkg-up": { @@ -10440,8 +10440,8 @@ "integrity": "sha1-a3KoBImE4MQeeVEP1en6mbO1Sb4=", "dev": true, "requires": { - "find-up": "2.1.0", - "read-pkg": "2.0.0" + "find-up": "^2.0.0", + "read-pkg": "^2.0.0" } }, "readable-stream": { @@ -10450,13 +10450,13 @@ "integrity": "sha512-m+qzzcn7KUxEmd1gMbchF+Y2eIUbieUaxkWtptyHywrX0rE8QEYqPC07Vuy4Wm32/xE16NcdBctb8S0Xe/5IeQ==", "dev": true, "requires": { - "core-util-is": "1.0.2", - "inherits": "2.0.3", - "isarray": "1.0.0", - "process-nextick-args": "1.0.7", - "safe-buffer": "5.1.1", - "string_decoder": "1.0.3", - "util-deprecate": "1.0.2" + "core-util-is": "~1.0.0", + "inherits": "~2.0.3", + "isarray": "~1.0.0", + "process-nextick-args": "~1.0.6", + "safe-buffer": "~5.1.1", + "string_decoder": "~1.0.3", + "util-deprecate": "~1.0.1" } }, "readdirp": { @@ -10465,10 +10465,10 @@ "integrity": "sha1-TtCtBg3zBzMAxIRANz9y0cxkLXg=", "dev": true, "requires": { - "graceful-fs": "4.1.11", - "minimatch": "3.0.4", - "readable-stream": "2.3.3", - "set-immediate-shim": "1.0.1" + "graceful-fs": "^4.1.2", + "minimatch": "^3.0.2", + "readable-stream": "^2.0.2", + "set-immediate-shim": "^1.0.1" } }, "recast": { @@ -10478,9 +10478,9 @@ "dev": true, "requires": { "ast-types": "0.11.3", - "esprima": "4.0.0", - "private": "0.1.7", - "source-map": "0.6.1" + "esprima": "~4.0.0", + "private": "~0.1.5", + "source-map": "~0.6.1" }, "dependencies": { "source-map": { @@ -10497,7 +10497,7 @@ "integrity": "sha1-hSBLVNuoLVdC4oyWdW70OvUOM4Q=", "dev": true, "requires": { - "resolve": "1.5.0" + "resolve": "^1.1.6" } }, "regenerate": { @@ -10518,9 +10518,9 @@ "integrity": "sha512-PJepbvDbuK1xgIgnau7Y90cwaAmO/LCLMI2mPvaXq2heGMR3aWW5/BQvYrhJ8jgmQjXewXvBjzfqKcVOmhjZ6Q==", "dev": true, "requires": { - "babel-runtime": "6.26.0", - "babel-types": "6.26.0", - "private": "0.1.7" + "babel-runtime": "^6.18.0", + "babel-types": "^6.19.0", + "private": "^0.1.6" } }, "regex-cache": { @@ -10529,7 +10529,7 @@ "integrity": "sha512-nVIZwtCjkC9YgvWkpM55B5rBhBYRZhAaJbgcFYXXsHnbZ9UZI9nnVWYZpBlCqv9ho2eZryPnWrZGsOdPwVWXWQ==", "dev": true, "requires": { - "is-equal-shallow": "0.1.3" + "is-equal-shallow": "^0.1.3" } }, "regex-not": { @@ -10538,8 +10538,8 @@ "integrity": "sha512-J6SDjUgDxQj5NusnOtdFxDwN/+HWykR8GELwctJ7mdqhcyy1xEc4SRFHUXvxTp661YaVKAjfRLZ9cCqS6tn32A==", "dev": true, "requires": { - "extend-shallow": "3.0.2", - "safe-regex": "1.1.0" + "extend-shallow": "^3.0.2", + "safe-regex": "^1.1.0" } }, "regexpp": { @@ -10554,9 +10554,9 @@ "integrity": "sha1-SdA4g3uNz4v6W5pCE5k45uoq4kA=", "dev": true, "requires": { - "regenerate": "1.3.3", - "regjsgen": "0.2.0", - "regjsparser": "0.1.5" + "regenerate": "^1.2.1", + "regjsgen": "^0.2.0", + "regjsparser": "^0.1.4" } }, "regjsgen": { @@ -10571,7 +10571,7 @@ "integrity": "sha1-fuj4Tcb6eS0/0K4ijSS9lJ6tIFw=", "dev": true, "requires": { - "jsesc": "0.5.0" + "jsesc": "~0.5.0" }, "dependencies": { "jsesc": { @@ -10606,7 +10606,7 @@ "integrity": "sha1-UhTFOpJtNVJwdSf7q0FdvAjQbdo=", "dev": true, "requires": { - "is-finite": "1.0.2" + "is-finite": "^1.0.0" } }, "replace-ext": { @@ -10633,8 +10633,8 @@ "integrity": "sha1-Tg1W1slmL9MeQwEcS5WqSZVUIdM=", "dev": true, "requires": { - "caller-path": "0.1.0", - "resolve-from": "1.0.1" + "caller-path": "^0.1.0", + "resolve-from": "^1.0.0" } }, "requires-port": { @@ -10648,7 +10648,7 @@ "integrity": "sha512-hgoSGrc3pjzAPHNBg+KnFcK2HwlHTs/YrAGUr6qgTVUZmXv1UEXXl0bZNBKMA9fud6lRYFdPGz0xXxycPzmmiw==", "dev": true, "requires": { - "path-parse": "1.0.5" + "path-parse": "^1.0.5" } }, "resolve-cwd": { @@ -10657,7 +10657,7 @@ "integrity": "sha1-AKn3OHVW4nA46uIyyqNypqWbZlo=", "dev": true, "requires": { - "resolve-from": "3.0.0" + "resolve-from": "^3.0.0" }, "dependencies": { "resolve-from": { @@ -10674,8 +10674,8 @@ "integrity": "sha1-eaQGRMNivoLybv/nOcm7U4IEb0M=", "dev": true, "requires": { - "expand-tilde": "2.0.2", - "global-modules": "1.0.0" + "expand-tilde": "^2.0.0", + "global-modules": "^1.0.0" } }, "resolve-from": { @@ -10696,7 +10696,7 @@ "integrity": "sha1-kYcg7ztjHFZCvgaPFa3lpG9Loec=", "dev": true, "requires": { - "lowercase-keys": "1.0.1" + "lowercase-keys": "^1.0.0" } }, "restore-cursor": { @@ -10705,8 +10705,8 @@ "integrity": "sha1-n37ih/gv0ybU/RYpI9YhKe7g368=", "dev": true, "requires": { - "onetime": "2.0.1", - "signal-exit": "3.0.2" + "onetime": "^2.0.0", + "signal-exit": "^3.0.2" } }, "ret": { @@ -10722,7 +10722,7 @@ "dev": true, "optional": true, "requires": { - "align-text": "0.1.4" + "align-text": "^0.1.1" } }, "rimraf": { @@ -10731,7 +10731,7 @@ "integrity": "sha512-lreewLK/BlghmxtfH36YYVg1i8IAce4TI7oao75I1g245+6BctqTVQiBP3YUJ9C6DQOXJmkYR9X9fCLtCOJc5w==", "dev": true, "requires": { - "glob": "7.1.2" + "glob": "^7.0.5" } }, "ripemd160": { @@ -10740,8 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"sort-keys": { @@ -11076,7 +11076,7 @@ "integrity": "sha1-ZYU1WEhh7JfXMNbPQYIuH1ZoQSg=", "dev": true, "requires": { - "is-plain-obj": "1.1.0" + "is-plain-obj": "^1.0.0" } }, "source-list-map": { @@ -11097,11 +11097,11 @@ "integrity": "sha512-0KW2wvzfxm8NCTb30z0LMNyPqWCdDGE2viwzUaucqJdkTRXtZiSY3I+2A6nVAjmdOy0I4gU8DwnVVGsk9jvP2A==", "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-support": { @@ -11110,7 +11110,7 @@ "integrity": "sha512-try0/JqxPLF9nOjvSta7tVondkP5dwgyLDjVoyMDlmjugT2lRZ1OfsrYTkCd2hkDnJTKRbO/Rl3orm8vlsUzbA==", "dev": true, "requires": { - "source-map": "0.5.7" + "source-map": "^0.5.6" } }, "source-map-url": { @@ -11125,8 +11125,8 @@ "integrity": 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"is-descriptor": "^0.1.0" } } } @@ -11226,8 +11226,8 @@ "integrity": "sha1-ZiZu5fm9uZQKTkUUyvtDu3Hlyds=", "dev": true, "requires": { - "inherits": "2.0.3", - "readable-stream": "2.3.3" + "inherits": "~2.0.1", + "readable-stream": "^2.0.2" } }, "stream-each": { @@ -11236,8 +11236,8 @@ "integrity": "sha512-mc1dbFhGBxvTM3bIWmAAINbqiuAk9TATcfIQC8P+/+HJefgaiTlMn2dHvkX8qlI12KeYKSQ1Ua9RrIqrn1VPoA==", "dev": true, "requires": { - "end-of-stream": "1.4.1", - "stream-shift": "1.0.0" + "end-of-stream": "^1.1.0", + "stream-shift": "^1.0.0" } }, "stream-http": { @@ -11246,11 +11246,11 @@ "integrity": "sha512-cQ0jo17BLca2r0GfRdZKYAGLU6JRoIWxqSOakUMuKOT6MOK7AAlE856L33QuDmAy/eeOrhLee3dZKX0Uadu93A==", "dev": true, "requires": { - "builtin-status-codes": "3.0.0", - "inherits": "2.0.3", - "readable-stream": "2.3.3", - "to-arraybuffer": "1.0.1", - "xtend": "4.0.1" + "builtin-status-codes": "^3.0.0", + "inherits": "^2.0.1", + "readable-stream": "^2.3.3", + "to-arraybuffer": "^1.0.0", + "xtend": "^4.0.0" } }, "stream-shift": { @@ -11265,7 +11265,7 @@ "integrity": "sha1-WdbqOT2HwsDdrBCqDVYbxrpvDhA=", "dev": true, "requires": { - "any-observable": "0.2.0" + "any-observable": "^0.2.0" } }, "strict-uri-encode": { @@ -11286,8 +11286,8 @@ "integrity": "sha512-nOqH59deCq9SRHlxq1Aw85Jnt4w6KvLKqWVik6oA9ZklXLNIOlqg4F2yrT1MVaTjAqvVwdfeZ7w7aCvJD7ugkw==", "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": { @@ -11302,7 +11302,7 @@ "integrity": "sha1-qEeQIusaw2iocTibY1JixQXuNo8=", "dev": true, "requires": { - "ansi-regex": "3.0.0" + "ansi-regex": "^3.0.0" } } } @@ -11313,7 +11313,7 @@ "integrity": "sha512-4AH6Z5fzNNBcH+6XDMfA/BTt87skxqJlO0lAh3Dker5zThcAxG6mKz+iGu308UKoPPQ8Dcqx/4JhujzltRa+hQ==", "dev": true, "requires": { - "safe-buffer": "5.1.1" + "safe-buffer": "~5.1.0" } }, "stringstream": { @@ -11328,7 +11328,7 @@ "integrity": "sha1-ajhfuIU9lS1f8F0Oiq+UJ43GPc8=", 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- "to-object-path": "0.3.0" + "extend-shallow": "^2.0.1", + "is-extendable": "^0.1.1", + "is-plain-object": "^2.0.1", + "to-object-path": "^0.3.0" } } } @@ -11903,7 +11903,7 @@ "integrity": "sha1-0F8v5AMlYIcfMOk8vnNe6iAVFPM=", "dev": true, "requires": { - "unique-slug": "2.0.0" + "unique-slug": "^2.0.0" } }, "unique-slug": { @@ -11912,7 +11912,7 @@ "integrity": "sha1-22Z258fMBimHj/GWCXx4hVrp9Ks=", "dev": true, "requires": { - "imurmurhash": "0.1.4" + "imurmurhash": "^0.1.4" } }, "universalify": { @@ -11927,8 +11927,8 @@ "integrity": "sha1-g3aHP30jNRef+x5vw6jtDfyKtVk=", "dev": true, "requires": { - "has-value": "0.3.1", - "isobject": "3.0.1" + "has-value": "^0.3.1", + "isobject": "^3.0.0" }, "dependencies": { "has-value": { @@ -11937,9 +11937,9 @@ "integrity": "sha1-ex9YutpiyoJ+wKIHgCVlSEWZXh8=", "dev": true, "requires": { - "get-value": "2.0.6", - "has-values": "0.1.4", - "isobject": "2.1.0" + "get-value": "^2.0.3", + "has-values": "^0.1.4", + "isobject": "^2.0.0" }, "dependencies": { "isobject": { @@ -11985,7 +11985,7 @@ "integrity": "sha1-+QuFhQf4HepNz7s8TD2/orVX+qo=", "dev": true, "requires": { - "punycode": "2.1.0" + "punycode": "^2.1.0" }, "dependencies": { "punycode": { @@ -12031,7 +12031,7 @@ "integrity": "sha1-FrXK/Afb42dsGxmZF3gj1lA6yww=", "dev": true, "requires": { - "prepend-http": "2.0.0" + "prepend-http": "^2.0.0" } }, "url-to-options": { @@ -12052,7 +12052,7 @@ "integrity": "sha512-6UJEQM/L+mzC3ZJNM56Q4DFGLX/evKGRg15UJHGB9X5j5Z3AFbgZvjUh2yq/UJUY4U5dh7Fal++XbNg1uzpRAw==", "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.2" }, "dependencies": { "kind-of": { @@ -12110,7 +12110,7 @@ "integrity": "sha1-qrGh+jDUX4jdMhFIh1rALAtV5bQ=", "dev": true, "requires": { - "user-home": "1.1.1" + "user-home": "^1.1.1" } }, "validate-npm-package-license": { @@ -12119,8 +12119,8 @@ "integrity": "sha512-63ZOUnL4SIXj4L0NixR3L1lcjO38crAbgrTpl28t8jjrfuiOBL5Iygm+60qPs/KsZGzPNg6Smnc/oY16QTjF0g==", "dev": true, "requires": { - "spdx-correct": "3.0.0", - 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"^0.1.0" } } } @@ -12438,8 +12438,8 @@ "integrity": "sha1-nmr2KZ2NO9K9QEMIMr0RPfkGxa4=", "dev": true, "requires": { - "is-glob": "3.1.0", - "path-dirname": "1.0.2" + "is-glob": "^3.1.0", + "path-dirname": "^1.0.0" }, "dependencies": { "is-glob": { @@ -12448,7 +12448,7 @@ "integrity": "sha1-e6WuJCF4BKxwcHuWkiVnSGzD6Eo=", "dev": true, "requires": { - "is-extglob": "2.1.1" + "is-extglob": "^2.1.0" } } } @@ -12459,7 +12459,7 @@ "integrity": "sha512-m5hnHTkcVsPfqx3AKlyttIPb7J+XykHvJP2B9bZDjlhLIoEq4XoK64Vg7boZlVWYK6LUY94dYPEE7Lh0ZkZKcQ==", "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-data-descriptor": { @@ -12468,7 +12468,7 @@ "integrity": "sha512-jbRXy1FmtAoCjQkVmIVYwuuqDFUbaOeDjmed1tOGPrsMhtJA4rD9tkgA0F1qJ3gRFRXcHYVkdeaP50Q5rE/jLQ==", "dev": true, "requires": { - "kind-of": "6.0.2" + "kind-of": "^6.0.0" } }, "is-descriptor": { @@ -12477,9 +12477,9 @@ "integrity": 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"dependencies": { "extend-shallow": { @@ -12633,7 +12633,7 @@ "integrity": "sha1-Ua99YUrZqfYQ6huvu5idaxxWiQ8=", "dev": true, "requires": { - "is-extendable": "0.1.1" + "is-extendable": "^0.1.0" } } } @@ -12644,13 +12644,13 @@ "integrity": "sha1-t3c14xXOMPa27/D4OwQVGiJEliI=", "dev": true, "requires": { - "debug": "2.6.8", - "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" + "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": { @@ -12659,7 +12659,7 @@ "integrity": "sha1-w1se+RjsPJkPmlvFe+BKrOxcgRY=", "dev": true, "requires": { - "is-descriptor": "0.1.6" + "is-descriptor": "^0.1.0" } }, "extend-shallow": { @@ -12668,7 +12668,7 @@ "integrity": "sha1-Ua99YUrZqfYQ6huvu5idaxxWiQ8=", "dev": true, "requires": { - "is-extendable": "0.1.1" + "is-extendable": "^0.1.0" } }, "is-accessor-descriptor": { @@ -12677,7 +12677,7 @@ "integrity": "sha1-qeEss66Nh2cn7u84Q/igiXtcmNY=", "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" }, "dependencies": { "kind-of": { @@ -12686,7 +12686,7 @@ "integrity": "sha1-MeohpzS6ubuw8yRm2JOupR5KPGQ=", "dev": true, "requires": { - "is-buffer": "1.1.5" + "is-buffer": "^1.1.5" } } } @@ -12697,7 +12697,7 @@ "integrity": "sha1-C17mSDiOLIYCgueT8YVv7D8wG1Y=", "dev": true, "requires": { - "kind-of": "3.2.2" + "kind-of": "^3.0.2" }, "dependencies": { "kind-of": { @@ -12706,7 +12706,7 @@ "integrity": "sha1-MeohpzS6ubuw8yRm2JOupR5KPGQ=", "dev": true, "requires": { - "is-buffer": "1.1.5" + "is-buffer": "^1.1.5" } } } @@ -12717,9 +12717,9 @@ "integrity": "sha512-avDYr0SB3DwO9zsMov0gKCESFYqCnE4hq/4z3TdUlukEy5t9C0YRq7HLrsN52NAcqXKaepeCD0n+B0arnVG3Hg==", "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" } }, "kind-of": { @@ -12736,14 +12736,14 @@ "integrity": "sha512-Nmb6QXkELsuBr24CJSkilo6UHHgbekK5UiZgfE6UHD3Eb27YC6oD+bhcT+tJ6cl8dmsgdQxnWlcry8ksBIBLpw==", "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" + "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": { @@ -12752,7 +12752,7 @@ "integrity": "sha1-dp66rz9KY6rTr56NMEybvnm/sOY=", "dev": true, "requires": { - "is-descriptor": "1.0.2" + "is-descriptor": "^1.0.0" } }, "extend-shallow": { @@ -12761,7 +12761,7 @@ "integrity": 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"^1.9.0" } }, "chalk": { @@ -13311,9 +13311,9 @@ "integrity": "sha512-Wr/w0f4o9LuE7K53cD0qmbAMM+2XNLzR29vFn5hqko4sxGlUsyy363NvmyGIyk5tpe9cjTr9SJYbysEyPkRnFw==", "dev": true, "requires": { - "ansi-styles": "3.2.1", - "escape-string-regexp": "1.0.5", - "supports-color": "5.4.0" + "ansi-styles": "^3.2.1", + "escape-string-regexp": "^1.0.5", + "supports-color": "^5.3.0" } }, "debug": { @@ -13331,11 +13331,11 @@ "integrity": "sha1-9abXDoOV4hyFj7BInWTfAkJNUGw=", "dev": true, "requires": { - "array-union": "1.0.2", - "glob": "7.1.2", - "object-assign": "4.1.1", - "pify": "2.3.0", - "pinkie-promise": "2.0.1" + "array-union": "^1.0.1", + "glob": "^7.0.3", + "object-assign": "^4.0.1", + "pify": "^2.0.0", + "pinkie-promise": "^2.0.0" } }, "pify": { @@ -13350,7 +13350,7 @@ "integrity": "sha512-zjaXglF5nnWpsq470jSv6P9DwPvgLkuapYmfDm3JWOm0vkNTVF2tI4UrN2r6jH1qM/uc/WtxYY1hYoA2dOKj5w==", "dev": true, "requires": { - "has-flag": "3.0.0" + "has-flag": "^3.0.0" } } } @@ -13361,31 +13361,31 @@ "integrity": 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+ "istextorbinary": "^2.1.0", + "lodash": "^4.17.4", + "make-dir": "^1.1.0", + "mem-fs-editor": "^3.0.2", + "minimist": "^1.2.0", + "pretty-bytes": "^4.0.2", + "read-chunk": "^2.1.0", + "read-pkg-up": "^3.0.0", + "rimraf": "^2.6.2", + "run-async": "^2.0.0", + "shelljs": "^0.8.0", + "text-table": "^0.2.0", + "through2": "^2.0.0", + "yeoman-environment": "^2.0.5" }, "dependencies": { "ansi-styles": { @@ -13394,7 +13394,7 @@ "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==", "dev": true, "requires": { - "color-convert": "1.9.1" + "color-convert": "^1.9.0" } }, "async": { @@ -13403,7 +13403,7 @@ "integrity": "sha512-xAfGg1/NTLBBKlHFmnd7PlmUW9KhVQIUuSrYem9xzFUZy13ScvtyGGejaae9iAVRiRq9+Cx7DPFaAAhCpyxyPw==", "dev": true, "requires": { - "lodash": "4.17.4" + "lodash": "^4.14.0" } }, "chalk": { @@ -13412,9 +13412,9 @@ "integrity": "sha512-Wr/w0f4o9LuE7K53cD0qmbAMM+2XNLzR29vFn5hqko4sxGlUsyy363NvmyGIyk5tpe9cjTr9SJYbysEyPkRnFw==", "dev": true, "requires": { - "ansi-styles": "3.2.1", - "escape-string-regexp": "1.0.5", - "supports-color": "5.4.0" + "ansi-styles": "^3.2.1", + "escape-string-regexp": "^1.0.5", + "supports-color": "^5.3.0" } }, "debug": { @@ -13432,10 +13432,10 @@ "integrity": "sha1-L19Fq5HjMhYjT9U62rZo607AmTs=", "dev": true, "requires": { - "graceful-fs": "4.1.11", - "parse-json": "4.0.0", - "pify": "3.0.0", - "strip-bom": "3.0.0" + "graceful-fs": "^4.1.2", + "parse-json": "^4.0.0", + "pify": "^3.0.0", + "strip-bom": "^3.0.0" } }, "minimist": { @@ -13450,8 +13450,8 @@ "integrity": "sha1-vjX1Qlvh9/bHRxhPmKeIy5lHfuA=", "dev": true, "requires": { - "error-ex": "1.3.1", - "json-parse-better-errors": "1.0.2" + "error-ex": "^1.3.1", + "json-parse-better-errors": "^1.0.1" } }, "path-type": { @@ -13460,7 +13460,7 @@ "integrity": "sha512-T2ZUsdZFHgA3u4e5PfPbjd7HDDpxPnQb5jN0SrDsjNSuVXHJqtwTnWqG0B1jZrgmJ/7lj1EmVIByWt1gxGkWvg==", "dev": true, "requires": { - "pify": "3.0.0" + "pify": "^3.0.0" } }, "read-pkg": { @@ -13469,9 +13469,9 @@ "integrity": "sha1-nLxoaXj+5l0WwA4rGcI3/Pbjg4k=", "dev": true, "requires": { - "load-json-file": "4.0.0", - "normalize-package-data": "2.4.0", - "path-type": "3.0.0" + "load-json-file": "^4.0.0", + "normalize-package-data": "^2.3.2", + "path-type": "^3.0.0" } }, "read-pkg-up": { @@ -13480,8 +13480,8 @@ "integrity": "sha1-PtSWaF26D4/hGNBpHcUfSh/5bwc=", "dev": true, "requires": { - "find-up": "2.1.0", - "read-pkg": "3.0.0" + "find-up": "^2.0.0", + "read-pkg": "^3.0.0" } }, "supports-color": { @@ -13490,7 +13490,7 @@ "integrity": "sha512-zjaXglF5nnWpsq470jSv6P9DwPvgLkuapYmfDm3JWOm0vkNTVF2tI4UrN2r6jH1qM/uc/WtxYY1hYoA2dOKj5w==", "dev": true, "requires": { - "has-flag": "3.0.0" + "has-flag": "^3.0.0" } } } 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/index.js b/src/js/index.js index 096a418c..a79f2d30 100644 --- a/src/js/index.js +++ b/src/js/index.js @@ -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/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/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..4b1f7672 --- /dev/null +++ b/test/ts/algorithms/dynamic-programming/knapsack-recursive.spec.ts @@ -0,0 +1,16 @@ +import 'mocha'; +import { expect } from 'chai'; +import { knapSackRecursive } from '../../../../src/ts/index'; + +describe('KnapSack Dynamic Programming - Recursive', () => { + const SIZE = 100; + + 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..e14f95cc --- /dev/null +++ b/test/ts/algorithms/dynamic-programming/knapsack.spec.ts @@ -0,0 +1,16 @@ +import 'mocha'; +import { expect } from 'chai'; +import { knapSack } from '../../../../src/ts/index'; + +describe('KnapSack Dynamic Programming', () => { + const SIZE = 100; + + 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/greedy/knapsack.spec.ts b/test/ts/algorithms/greedy/knapsack.spec.ts index 0997bafd..4ec03bc1 100644 --- a/test/ts/algorithms/greedy/knapsack.spec.ts +++ b/test/ts/algorithms/greedy/knapsack.spec.ts @@ -2,7 +2,7 @@ import 'mocha'; import { expect } from 'chai'; import { knapSackGreedy } from '../../../../src/ts/index'; -describe('Min Coin Change Greedy', () => { +describe('KnapSack Greedy', () => { const SIZE = 100; it('works with greedy approach', () => { diff --git a/test/ts/algorithms/greedy/longest-common-subsequence.spec.ts b/test/ts/algorithms/greedy/longest-common-subsequence.spec.ts deleted file mode 100644 index e69de29b..00000000 diff --git a/test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts b/test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts deleted file mode 100644 index e69de29b..00000000 From 302667d0442460e799e1223dbd2b40f71fa1632b Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 1 May 2018 10:36:25 -0400 Subject: [PATCH 57/96] padded-blocks --- .eslintrc.json | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.eslintrc.json b/.eslintrc.json index af313c2f..6569a375 100644 --- a/.eslintrc.json +++ b/.eslintrc.json @@ -29,6 +29,7 @@ "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 } } From 873f9292bae2dba8ef8ec4af954021503e226d89 Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 1 May 2018 10:36:48 -0400 Subject: [PATCH 58/96] [Algorithm Design and Techniques] --- .../09-MatrixChainMultiplicationDP.js | 3 +- .../10-MatrixChainMultiplicationRecursive.js | 3 +- src/ts/index.ts | 2 ++ .../knapsack-recursive.spec.js | 15 ++++++++++ .../dynamic-programming/knapsack.spec.js | 15 ++++++++++ .../longest-common-subsequence-print.spec.js | 13 ++++++++ .../longest-common-subsequence.spec.js | 13 ++++++++ .../matrix-chain-multiplication.spec.js | 12 ++++++++ .../min-coin-change.spec.js | 30 +++++++++++++++++++ test/js/algorithms/greedy/knapsack.spec.js | 14 +++++++++ .../greedy/longest-common-subsequence.spec.js | 13 ++++++++ .../matrix-chain-multiplication.spec.js | 12 ++++++++ .../algorithms/greedy/min-coin-change.spec.js | 12 ++++++++ .../knapsack-recursive.spec.ts | 1 - .../dynamic-programming/knapsack.spec.ts | 1 - .../longest-common-subsequence-print.spec.ts | 13 ++++++++ .../longest-common-subsequence.spec.ts | 13 ++++++++ .../matrix-chain-multiplication.spec.ts | 12 ++++++++ test/ts/algorithms/greedy/knapsack.spec.ts | 1 - .../greedy/longest-common-subsequence.spec.ts | 13 ++++++++ .../matrix-chain-multiplication.spec.ts | 12 ++++++++ .../algorithms/greedy/min-coin-change.spec.ts | 2 -- 22 files changed, 216 insertions(+), 9 deletions(-) create mode 100644 test/js/algorithms/dynamic-programming/knapsack-recursive.spec.js create mode 100644 test/js/algorithms/dynamic-programming/knapsack.spec.js create mode 100644 test/js/algorithms/dynamic-programming/longest-common-subsequence-print.spec.js create mode 100644 test/js/algorithms/dynamic-programming/longest-common-subsequence.spec.js create mode 100644 test/js/algorithms/dynamic-programming/matrix-chain-multiplication.spec.js create mode 100644 test/js/algorithms/dynamic-programming/min-coin-change.spec.js create mode 100644 test/js/algorithms/greedy/knapsack.spec.js create mode 100644 test/js/algorithms/greedy/longest-common-subsequence.spec.js create mode 100644 test/js/algorithms/greedy/matrix-chain-multiplication.spec.js create mode 100644 test/js/algorithms/greedy/min-coin-change.spec.js create mode 100644 test/ts/algorithms/dynamic-programming/longest-common-subsequence-print.spec.ts create mode 100644 test/ts/algorithms/dynamic-programming/longest-common-subsequence.spec.ts create mode 100644 test/ts/algorithms/dynamic-programming/matrix-chain-multiplication.spec.ts create mode 100644 test/ts/algorithms/greedy/longest-common-subsequence.spec.ts create mode 100644 test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts diff --git a/examples/chapter14/09-MatrixChainMultiplicationDP.js b/examples/chapter14/09-MatrixChainMultiplicationDP.js index 8eb154a3..50e92fd5 100644 --- a/examples/chapter14/09-MatrixChainMultiplicationDP.js +++ b/examples/chapter14/09-MatrixChainMultiplicationDP.js @@ -1,5 +1,4 @@ const { matrixChainOrder } = PacktDataStructuresAlgorithms; const p = [10, 100, 5, 50, 1]; -const n = p.length; -console.log(matrixChainOrder(p, n)); +console.log(matrixChainOrder(p)); diff --git a/examples/chapter14/10-MatrixChainMultiplicationRecursive.js b/examples/chapter14/10-MatrixChainMultiplicationRecursive.js index aecd31e2..97245276 100644 --- a/examples/chapter14/10-MatrixChainMultiplicationRecursive.js +++ b/examples/chapter14/10-MatrixChainMultiplicationRecursive.js @@ -1,5 +1,4 @@ const { matrixChainOrderGreedy } = PacktDataStructuresAlgorithms; const p = [10, 100, 5, 50, 1]; -const n = p.length; -console.log(matrixChainOrderGreedy(p, n)); +console.log(matrixChainOrderGreedy(p)); diff --git a/src/ts/index.ts b/src/ts/index.ts index 6a3ed6cb..fca04e09 100644 --- a/src/ts/index.ts +++ b/src/ts/index.ts @@ -71,6 +71,8 @@ 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/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/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/ts/algorithms/dynamic-programming/knapsack-recursive.spec.ts b/test/ts/algorithms/dynamic-programming/knapsack-recursive.spec.ts index 4b1f7672..944cd655 100644 --- a/test/ts/algorithms/dynamic-programming/knapsack-recursive.spec.ts +++ b/test/ts/algorithms/dynamic-programming/knapsack-recursive.spec.ts @@ -3,7 +3,6 @@ import { expect } from 'chai'; import { knapSackRecursive } from '../../../../src/ts/index'; describe('KnapSack Dynamic Programming - Recursive', () => { - const SIZE = 100; it('works with recursive approach', () => { const values = [3, 4, 5]; diff --git a/test/ts/algorithms/dynamic-programming/knapsack.spec.ts b/test/ts/algorithms/dynamic-programming/knapsack.spec.ts index e14f95cc..113f9182 100644 --- a/test/ts/algorithms/dynamic-programming/knapsack.spec.ts +++ b/test/ts/algorithms/dynamic-programming/knapsack.spec.ts @@ -3,7 +3,6 @@ import { expect } from 'chai'; import { knapSack } from '../../../../src/ts/index'; describe('KnapSack Dynamic Programming', () => { - const SIZE = 100; it('works with DP approach', () => { const values = [3, 4, 5]; 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/greedy/knapsack.spec.ts b/test/ts/algorithms/greedy/knapsack.spec.ts index 4ec03bc1..de73ff47 100644 --- a/test/ts/algorithms/greedy/knapsack.spec.ts +++ b/test/ts/algorithms/greedy/knapsack.spec.ts @@ -3,7 +3,6 @@ import { expect } from 'chai'; import { knapSackGreedy } from '../../../../src/ts/index'; describe('KnapSack Greedy', () => { - const SIZE = 100; 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 new file mode 100644 index 00000000..82d4000a --- /dev/null +++ b/test/ts/algorithms/greedy/longest-common-subsequence.spec.ts @@ -0,0 +1,13 @@ +import 'mocha'; +import { expect } from 'chai'; +import { lcsRecursive } from '../../../../src/ts/index'; + +describe('LCS Greedy', () => { + + it('works with Greedy approach', () => { + const wordX = 'acbaed'; + const wordY = 'abcadf'; + + expect(lcsRecursive(wordX, wordY)).to.equal(4); + }); +}); diff --git a/test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts b/test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts new file mode 100644 index 00000000..d6655752 --- /dev/null +++ b/test/ts/algorithms/greedy/matrix-chain-multiplication.spec.ts @@ -0,0 +1,12 @@ +import 'mocha'; +import { expect } from 'chai'; +import { matrixChainOrderGreedy } from '../../../../src/ts/index'; + +describe('Matrix Chain Multiplication', () => { + + it('works with DP approach', () => { + const p = [10, 100, 5, 50, 1]; + + expect(matrixChainOrderGreedy(p)).to.equal(1750); + }); +}); diff --git a/test/ts/algorithms/greedy/min-coin-change.spec.ts b/test/ts/algorithms/greedy/min-coin-change.spec.ts 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]); From 0e8a608d1904a01d44189b2e970995a27d78f93e Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 1 May 2018 10:46:39 -0400 Subject: [PATCH 59/96] updated travis --- .travis.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) 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 From 6e51e622a10c457a4d01d152be4a764dc4ee6933 Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 1 May 2018 12:24:37 -0400 Subject: [PATCH 60/96] added tests --- test/js/algorithms/search/search-algorithms-tests.js | 8 ++++++++ test/ts/algorithms/search/search-algorithms-tests.ts | 8 ++++++++ 2 files changed, 16 insertions(+) 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/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 }]; From eaeb1888b9940a510132e9be677d9124473edbc8 Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 1 May 2018 15:32:13 -0400 Subject: [PATCH 61/96] Math algorithms --- src/ts/algorithms/math/find-divisors.ts | 4 +++ src/ts/algorithms/math/primality-test.ts | 5 ++-- src/ts/algorithms/math/sieve-eratosthenes.ts | 21 +++++++++---- src/ts/index.ts | 9 ++++++ test/ts/algorithms/math/find-divisors.spec.ts | 17 +++++++++++ test/ts/algorithms/math/gcd.spec.ts | 16 ++++++++++ .../math/greatest-difference.spec.ts | 14 +++++++++ test/ts/algorithms/math/lcm.spec.ts | 16 ++++++++++ .../ts/algorithms/math/primality-test.spec.ts | 30 +++++++++++++++++++ .../math/sieve-eratosthenes.spec.ts | 17 +++++++++++ 10 files changed, 141 insertions(+), 8 deletions(-) create mode 100644 test/ts/algorithms/math/find-divisors.spec.ts create mode 100644 test/ts/algorithms/math/gcd.spec.ts create mode 100644 test/ts/algorithms/math/greatest-difference.spec.ts create mode 100644 test/ts/algorithms/math/lcm.spec.ts create mode 100644 test/ts/algorithms/math/primality-test.spec.ts create mode 100644 test/ts/algorithms/math/sieve-eratosthenes.spec.ts 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/index.ts b/src/ts/index.ts index fca04e09..fafc6eca 100644 --- a/src/ts/index.ts +++ b/src/ts/index.ts @@ -76,6 +76,15 @@ export { matrixChainOrder as matrixChainOrderGreedy } from './algorithms/greedy/ 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/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..b62610df --- /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) { + 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]); + + }); +}); From fc26932ff732262aa75c055b05f2a3c5fe9ed784 Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 1 May 2018 15:57:27 -0400 Subject: [PATCH 62/96] [Trees] --- src/ts/data-structures/models/red-black-node.ts | 8 -------- src/ts/data-structures/red-black-tree.ts | 4 ++-- 2 files changed, 2 insertions(+), 10 deletions(-) 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; From 829552eb8abd9581ed85389d3a0f5f930567b50a Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 1 May 2018 16:53:26 -0400 Subject: [PATCH 63/96] [Graphs] --- .eslintrc.json | 4 +- examples/chapter12/04-Dijkstra.js | 2 +- .../algorithms/graph/breadth-first-search.ts | 11 ++-- src/ts/algorithms/graph/depth-first-search.ts | 27 ++++---- src/ts/data-structures/graph.ts | 5 +- src/ts/index.ts | 2 + .../graph/breadth-first-search.spec.js | 65 +++++++++++++++++++ .../graph/depth-first-search.spec.js | 64 ++++++++++++++++++ test/js/algorithms/graph/dijkstra.spec.js | 21 ++++++ .../algorithms/graph/floyd-warshall.spec.js | 26 ++++++++ test/js/algorithms/graph/kruskal.spec.js | 18 +++++ test/js/algorithms/graph/prim.spec.js | 18 +++++ .../graph/breadth-first-search.spec.ts | 47 ++++++++++++++ .../graph/depth-first-search.spec.ts | 58 +++++++++++++++++ test/ts/algorithms/graph/dijkstra.spec.ts | 21 ++++++ .../algorithms/graph/floyd-warshall.spec.ts | 26 ++++++++ test/ts/algorithms/graph/kruskal.spec.ts | 18 +++++ test/ts/algorithms/graph/prim.spec.ts | 18 +++++ 18 files changed, 426 insertions(+), 25 deletions(-) create mode 100644 test/js/algorithms/graph/breadth-first-search.spec.js create mode 100644 test/js/algorithms/graph/depth-first-search.spec.js create mode 100644 test/js/algorithms/graph/dijkstra.spec.js create mode 100644 test/js/algorithms/graph/floyd-warshall.spec.js create mode 100644 test/js/algorithms/graph/kruskal.spec.js create mode 100644 test/js/algorithms/graph/prim.spec.js create mode 100644 test/ts/algorithms/graph/breadth-first-search.spec.ts create mode 100644 test/ts/algorithms/graph/depth-first-search.spec.ts create mode 100644 test/ts/algorithms/graph/dijkstra.spec.ts create mode 100644 test/ts/algorithms/graph/floyd-warshall.spec.ts create mode 100644 test/ts/algorithms/graph/kruskal.spec.ts create mode 100644 test/ts/algorithms/graph/prim.spec.ts diff --git a/.eslintrc.json b/.eslintrc.json index 6569a375..b02c43f4 100644 --- a/.eslintrc.json +++ b/.eslintrc.json @@ -30,6 +30,8 @@ "no-restricted-globals": 0, "no-multi-assign": 0, "prefer-destructuring": ["error", {"object": true, "array": false}], - "padded-blocks": 0 + "padded-blocks": 0, + "no-sparse-arrays": 0, + "array-bracket-spacing": 0 } } 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/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/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/index.ts b/src/ts/index.ts index fafc6eca..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'; 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/ts/algorithms/graph/breadth-first-search.spec.ts b/test/ts/algorithms/graph/breadth-first-search.spec.ts new file mode 100644 index 00000000..e528ea54 --- /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, Stack } from '../../../../src/ts/index'; + +describe('Breadth First Search', () => { + + let count; + 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) { + 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..60e2921c --- /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; + 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) { + 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]); + }); +}); From 168f71bb50187fc6216e5717beed49c796f316f6 Mon Sep 17 00:00:00 2001 From: loiane Date: Tue, 1 May 2018 17:00:21 -0400 Subject: [PATCH 64/96] updated README --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index aa17055a..88e7a8ee 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) From d377b4afe6b2189ac190b88cfb280a6b6c612a76 Mon Sep 17 00:00:00 2001 From: "greenkeeper[bot]" Date: Wed, 9 May 2018 00:18:36 +0000 Subject: [PATCH 65/96] chore(package): update nyc to version 11.7.2 --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 754e062d..e9c9258b 100644 --- a/package.json +++ b/package.json @@ -71,7 +71,7 @@ "istanbul": "^v1.1.0-alpha.1", "mocha": "^5.0.4", "mochawesome": "^3.0.2", - "nyc": "11.7.1", + "nyc": "11.7.2", "ts-node": "^5.0.1", "tslint": "^5.9.1", "typescript": "^2.7.2", From 025fa13f545876e5af806be4a7098bd2179ef201 Mon Sep 17 00:00:00 2001 From: Loiane Groner Date: Sat, 2 Jun 2018 11:35:23 -0400 Subject: [PATCH 66/96] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index aa17055a..1e984e2d 100644 --- a/README.md +++ b/README.md @@ -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://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) | ![3rd edition](https://d1ldz4te4covpm.cloudfront.net/sites/default/files/imagecache/ppv4_main_book_cover/B09377.png) | | [Book link](http://amzn.to/1Y1OWPx)| [Book link](http://amzn.to/1TSkcA1)| [Book link](http://a.co/cbMlYmJ)| Book link - first edition: From 2f56c5f7bec8d3d3c9fc8b7a83991115c07fac77 Mon Sep 17 00:00:00 2001 From: Helder Burato Berto Date: Mon, 4 Jun 2018 14:14:38 -0300 Subject: [PATCH 67/96] Fix chapter 1 and 2 links in README --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 1e984e2d..9b823e57 100644 --- a/README.md +++ b/README.md @@ -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) From 376ffd3db8b2d51a31f204add9e5246a1e7e820f Mon Sep 17 00:00:00 2001 From: Engcompaulo Date: Fri, 9 Nov 2018 15:08:35 -0200 Subject: [PATCH 68/96] =?UTF-8?q?Altera=C3=A7=C3=A3o=20do=20README.md=20qu?= =?UTF-8?q?e=20n=C3=A3o=20estava=20exibindo=20as=20capas=20dos=20livros?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9b823e57..0f48d147 100644 --- a/README.md +++ b/README.md @@ -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) | ![3rd edition](https://d1ldz4te4covpm.cloudfront.net/sites/default/files/imagecache/ppv4_main_book_cover/B09377.png) | +| ![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://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: From b502ec25a3495d1b0002e58710906bbd36423510 Mon Sep 17 00:00:00 2001 From: Engcompaulo Date: Fri, 9 Nov 2018 15:17:26 -0200 Subject: [PATCH 69/96] =?UTF-8?q?Altera=C3=A7=C3=A3o=20do=20README.md=20qu?= =?UTF-8?q?e=20n=C3=A3o=20estava=20exibindo=20as=20capas=20dos=20livros=20?= =?UTF-8?q?livro=201=20modificado=20tamb=C3=A9m?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0f48d147..a698b45b 100644 --- a/README.md +++ b/README.md @@ -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://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) | +| ![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: From 13702e4b7f39860d9254f097adf016b2db879058 Mon Sep 17 00:00:00 2001 From: Loiane Date: Fri, 15 Mar 2019 11:25:41 -0400 Subject: [PATCH 70/96] npm audit fix --- package-lock.json | 6686 +++++++++++++++++++++++++-------------------- package.json | 10 +- 2 files changed, 3752 insertions(+), 2944 deletions(-) diff --git a/package-lock.json b/package-lock.json index 38e97403..d2b4d6d0 100644 --- a/package-lock.json +++ b/package-lock.json @@ -185,6 +185,22 @@ } } }, + "@mrmlnc/readdir-enhanced": { + "version": "2.2.1", + "resolved": "https://registry.npmjs.org/@mrmlnc/readdir-enhanced/-/readdir-enhanced-2.2.1.tgz", + "integrity": "sha512-bPHp6Ji8b41szTOcaP63VlnbbO5Ny6dwAATtY6JTjh5N2OLrb5Qk/Th5cRkRQhkWCt+EJsYrNB0MiL+Gpn6e3g==", + "dev": true, + "requires": { + "call-me-maybe": "^1.0.1", + "glob-to-regexp": "^0.3.0" + } + }, + "@nodelib/fs.stat": { + "version": "1.1.3", + "resolved": "https://registry.npmjs.org/@nodelib/fs.stat/-/fs.stat-1.1.3.tgz", + "integrity": "sha512-shAmDyaQC4H92APFoIaVDHCx5bStIocgvbwQyxPRrbUY20V1EYTbSDchWbuwlMG3V17cprZhA6+78JfB+3DTPw==", + "dev": true + }, "@sindresorhus/is": { "version": "0.7.0", 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"path-browserify": "0.0.0", @@ -6907,8 +6890,48 @@ "timers-browserify": "^2.0.4", "tty-browserify": "0.0.0", "url": "^0.11.0", - "util": "^0.10.3", + "util": "^0.11.0", "vm-browserify": "0.0.4" + }, + "dependencies": { + "punycode": { + "version": "1.4.1", + "resolved": "https://registry.npmjs.org/punycode/-/punycode-1.4.1.tgz", + "integrity": "sha1-wNWmOycYgArY4esPpSachN1BhF4=", + "dev": true + } + } + }, + "node-pre-gyp": { + "version": "0.6.37", + "resolved": "https://registry.npmjs.org/node-pre-gyp/-/node-pre-gyp-0.6.37.tgz", + "integrity": "sha1-PIcrI2suJm5BQFeP4e6I9pMyOgU=", + "dev": true, + "optional": true, + "requires": { + "mkdirp": "^0.5.1", + "nopt": "^4.0.1", + "npmlog": "^4.0.2", + "rc": "^1.1.7", + "request": "^2.81.0", + "rimraf": "^2.6.1", + "semver": "^5.3.0", + "tape": "^4.6.3", + "tar": "^2.2.1", + "tar-pack": "^3.4.0" + }, + "dependencies": { + "nopt": { + "version": "4.0.1", + "resolved": "https://registry.npmjs.org/nopt/-/nopt-4.0.1.tgz", + "integrity": 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"resolved": "https://registry.npmjs.org/nyc/-/nyc-11.7.2.tgz", + "integrity": "sha512-gBt7qwsR1vryYfglVjQRx1D+AtMZW5NbUKxb+lZe8SN8KsheGCPGWEsSC9AGQG+r2+te1+10uPHUCahuqm1nGQ==", "dev": true, "requires": { "archy": "^1.0.0", @@ -7025,11 +7061,11 @@ "istanbul-lib-source-maps": "^1.2.3", "istanbul-reports": "^1.4.0", "md5-hex": "^1.2.0", - "merge-source-map": "^1.0.2", - "micromatch": "^2.3.11", + "merge-source-map": "^1.1.0", + "micromatch": "^3.1.10", "mkdirp": "^0.5.0", "resolve-from": "^2.0.0", - "rimraf": "^2.5.4", + "rimraf": "^2.6.2", "signal-exit": "^3.0.1", "spawn-wrap": "^1.4.2", "test-exclude": "^4.2.0", @@ -7041,6 +7077,7 @@ "version": "0.1.4", "bundled": true, "dev": true, + "optional": true, "requires": { "kind-of": "^3.0.2", "longest": "^1.0.1", @@ -7076,12 +7113,9 @@ "dev": true }, "arr-diff": { - "version": "2.0.0", + "version": "4.0.0", "bundled": true, - "dev": true, - "requires": { - "arr-flatten": "^1.0.1" - } + "dev": true }, "arr-flatten": { "version": "1.1.0", @@ 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"dev": true, + "requires": { + "is-extendable": "^0.1.0" + } + } } }, "builtin-modules": { @@ -7307,13 +7353,6 @@ "to-object-path": "^0.3.0", "union-value": "^1.0.0", "unset-value": "^1.0.0" - }, - "dependencies": { - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - } } }, "caching-transform": { @@ -7372,11 +7411,6 @@ "requires": { "is-descriptor": "^0.1.0" } - }, - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true } } }, @@ -7439,7 +7473,7 @@ "dev": true }, "core-js": { - "version": "2.5.5", + "version": "2.5.6", "bundled": true, "dev": true }, @@ -7518,11 +7552,6 @@ "kind-of": "^6.0.2" } }, - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - }, "kind-of": { "version": "6.0.2", "bundled": true, @@ -7582,66 +7611,142 @@ } } }, - "expand-brackets": { - "version": "0.1.5", - "bundled": true, - "dev": true, - "requires": { - "is-posix-bracket": "^0.1.0" - } - }, - "expand-range": { - "version": "1.8.2", - "bundled": true, - "dev": true, - "requires": { - "fill-range": "^2.1.0" - } - }, - "extend-shallow": { - "version": "3.0.2", + "expand-brackets": { + "version": "2.1.4", + "bundled": true, + "dev": true, + "requires": { + "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": { + "version": "3.0.2", + "bundled": true, + "dev": true, + "requires": { + "assign-symbols": "^1.0.0", + "is-extendable": "^1.0.1" + }, + "dependencies": { + "is-extendable": { + "version": "1.0.1", + "bundled": true, + "dev": true, + "requires": { + "is-plain-object": "^2.0.4" + } + } + } + }, + "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": "^1.0.0", + "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 + } + } + }, + "fill-range": { + "version": "4.0.0", "bundled": true, "dev": true, "requires": { - "assign-symbols": "^1.0.0", - "is-extendable": "^1.0.1" + "extend-shallow": "^2.0.1", + "is-number": "^3.0.0", + "repeat-string": "^1.6.1", + "to-regex-range": "^2.1.0" }, "dependencies": { - "is-extendable": { - "version": "1.0.1", + "extend-shallow": { + "version": "2.0.1", "bundled": true, "dev": true, "requires": { - "is-plain-object": "^2.0.4" + "is-extendable": "^0.1.0" } } } }, - "extglob": { - "version": "0.3.2", - "bundled": true, - "dev": true, - "requires": { - "is-extglob": "^1.0.0" - } - }, - "filename-regex": { - "version": "2.0.1", - "bundled": true, - "dev": true - }, - "fill-range": { - "version": "2.2.3", - "bundled": true, - "dev": true, - "requires": { - "is-number": "^2.1.0", - "isobject": "^2.0.0", - "randomatic": "^1.1.3", - "repeat-element": "^1.1.2", - "repeat-string": "^1.5.2" - } - }, "find-cache-dir": { "version": "0.1.1", "bundled": true, @@ -7665,14 +7770,6 @@ "bundled": true, "dev": true }, - "for-own": { - "version": "0.1.5", - "bundled": true, - "dev": true, - "requires": { - "for-in": "^1.0.1" - } - }, "foreground-child": { "version": "1.5.6", "bundled": true, @@ -7723,23 +7820,6 @@ "path-is-absolute": "^1.0.0" } }, - "glob-base": { - "version": "0.3.0", - "bundled": true, - "dev": true, - "requires": { - "glob-parent": "^2.0.0", - "is-glob": "^2.0.0" - } - }, - "glob-parent": { - "version": "2.0.0", - "bundled": true, - "dev": true, - "requires": { - "is-glob": "^2.0.0" - } - }, "globals": { "version": "9.18.0", "bundled": true, @@ -7792,13 +7872,6 @@ "get-value": "^2.0.6", "has-values": "^1.0.0", "isobject": "^3.0.0" - }, - "dependencies": { - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - } } }, "has-values": { @@ -7810,24 +7883,6 @@ "kind-of": "^4.0.0" }, "dependencies": { - "is-number": { - "version": "3.0.0", - "bundled": true, - "dev": true, - "requires": { - "kind-of": "^3.0.2" - }, - "dependencies": { - "kind-of": { - "version": "3.2.2", - "bundled": true, - "dev": true, - "requires": { - "is-buffer": "^1.1.5" - } - } - } - }, "kind-of": { "version": "4.0.0", "bundled": true, @@ -7926,29 +7981,11 @@ } } }, - "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, @@ -7962,16 +7999,8 @@ "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": { @@ -7999,25 +8028,8 @@ "dev": true, "requires": { "isobject": "^3.0.1" - }, - "dependencies": { - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - } } }, - "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 +8056,9 @@ "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", @@ -8190,14 +8199,15 @@ } }, "lodash": { - "version": "4.17.5", + "version": "4.17.10", "bundled": true, "dev": true }, "longest": { "version": "1.0.1", "bundled": true, - "dev": true + "dev": true, + "optional": true }, "loose-envify": { "version": "1.3.1", @@ -8208,7 +8218,7 @@ } }, "lru-cache": { - "version": "4.1.2", + "version": "4.1.3", "bundled": true, "dev": true, "requires": { @@ -8266,23 +8276,30 @@ } }, "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": "^1.8.2", - "expand-brackets": "^0.1.4", - "extglob": "^0.3.1", - "filename-regex": "^2.0.0", - "is-extglob": "^1.0.0", - "is-glob": "^2.0.1", - "kind-of": "^3.0.2", - "normalize-path": "^2.0.1", - "object.omit": "^2.0.0", - "parse-glob": "^3.0.4", - "regex-cache": "^0.4.2" + "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": { @@ -8354,16 +8371,6 @@ "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, @@ -8382,14 +8389,6 @@ "validate-npm-package-license": "^3.0.1" } }, - "normalize-path": { - "version": "2.1.1", - "bundled": true, - "dev": true, - "requires": { - "remove-trailing-separator": "^1.0.1" - } - }, "npm-run-path": { "version": "2.0.2", "bundled": true, @@ -8434,22 +8433,6 @@ "dev": true, "requires": { "isobject": "^3.0.0" - }, - "dependencies": { - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - } - } - }, - "object.omit": { - "version": "2.0.1", - "bundled": true, - "dev": true, - "requires": { - "for-own": "^0.1.4", - "is-extendable": "^0.1.1" } }, "object.pick": { @@ -8458,13 +8441,6 @@ "dev": true, "requires": { "isobject": "^3.0.1" - }, - "dependencies": { - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - } } }, "once": { @@ -8525,17 +8501,6 @@ "bundled": true, "dev": true }, - "parse-glob": { - "version": "3.0.4", - "bundled": true, - "dev": true, - "requires": { - "glob-base": "^0.3.0", - "is-dotfile": "^1.0.0", - "is-extglob": "^1.0.0", - "is-glob": "^2.0.0" - } - }, "parse-json": { "version": "2.2.0", "bundled": true, @@ -8609,68 +8574,26 @@ }, "dependencies": { "find-up": { - "version": "1.1.2", - "bundled": true, - "dev": true, - "requires": { - "path-exists": "^2.0.0", - "pinkie-promise": "^2.0.0" - } - } - } - }, - "posix-character-classes": { - "version": "0.1.1", - "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": "^3.0.2" - }, - "dependencies": { - "kind-of": { - "version": "3.2.2", - "bundled": true, - "dev": true, - "requires": { - "is-buffer": "^1.1.5" - } - } - } - }, - "kind-of": { - "version": "4.0.0", + "version": "1.1.2", "bundled": true, "dev": true, "requires": { - "is-buffer": "^1.1.5" + "path-exists": "^2.0.0", + "pinkie-promise": "^2.0.0" } } } }, + "posix-character-classes": { + "version": "0.1.1", + "bundled": true, + "dev": true + }, + "pseudomap": { + "version": "1.0.2", + "bundled": true, + "dev": true + }, "read-pkg": { "version": "1.1.0", "bundled": true, @@ -8706,14 +8629,6 @@ "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, @@ -8723,11 +8638,6 @@ "safe-regex": "^1.1.0" } }, - "remove-trailing-separator": { - "version": "1.1.0", - "bundled": true, - "dev": true - }, "repeat-element": { "version": "1.1.2", "bundled": true, @@ -8927,11 +8837,6 @@ "kind-of": "^6.0.2" } }, - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - }, "kind-of": { "version": "6.0.2", "bundled": true, @@ -8972,383 +8877,133 @@ "spawn-wrap": { "version": "1.4.2", "bundled": true, - "dev": true, - "requires": { - "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": { - "version": "3.0.0", - "bundled": true, - "dev": true, - "requires": { - "spdx-expression-parse": "^3.0.0", - "spdx-license-ids": "^3.0.0" - } - }, - "spdx-exceptions": { - "version": "2.1.0", - "bundled": true, - "dev": true - }, - "spdx-expression-parse": { - "version": "3.0.0", - "bundled": true, - "dev": true, - "requires": { - "spdx-exceptions": "^2.1.0", - "spdx-license-ids": "^3.0.0" - } - }, - "spdx-license-ids": { - "version": "3.0.0", - "bundled": true, - "dev": true - }, - "split-string": { - "version": "3.1.0", - "bundled": true, - "dev": true, - "requires": { - "extend-shallow": "^3.0.0" - } - }, - "static-extend": { - "version": "0.1.2", - "bundled": true, - "dev": true, - "requires": { - "define-property": "^0.2.5", - "object-copy": "^0.1.0" - }, - "dependencies": { - "define-property": { - "version": "0.2.5", - "bundled": true, - "dev": true, - "requires": { - "is-descriptor": "^0.1.0" - } - } - } - }, - "string-width": { - "version": "2.1.1", - "bundled": true, - "dev": true, - "requires": { - "is-fullwidth-code-point": "^2.0.0", - "strip-ansi": "^4.0.0" - }, - "dependencies": { - "ansi-regex": { - "version": "3.0.0", - "bundled": true, - "dev": true - }, - "strip-ansi": { - "version": "4.0.0", - "bundled": true, - "dev": true, - "requires": { - "ansi-regex": "^3.0.0" - } - } - } - }, - "strip-ansi": { - "version": "3.0.1", - "bundled": true, - "dev": true, - "requires": { - "ansi-regex": "^2.0.0" - } - }, - "strip-bom": { - "version": "2.0.0", - "bundled": true, - "dev": true, - "requires": { - "is-utf8": "^0.2.0" - } - }, - "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": "^3.1.8", - "object-assign": "^4.1.0", - "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": "^0.8.1", - "snapdragon-node": "^2.0.1", - "split-string": "^3.0.2", - "to-regex": "^3.0.1" - }, - "dependencies": { - "extend-shallow": { - "version": "2.0.1", - "bundled": true, - "dev": true, - "requires": { - "is-extendable": "^0.1.0" - } - } - } - }, - "expand-brackets": { - "version": "2.1.4", - "bundled": true, - "dev": true, - "requires": { - "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" - } - }, - "is-accessor-descriptor": { - "version": "0.1.6", - "bundled": true, - "dev": true, - "requires": { - "kind-of": "^3.0.2" - }, - "dependencies": { - "kind-of": { - "version": "3.2.2", - "bundled": true, - "dev": true, - "requires": { - "is-buffer": "^1.1.5" - } - } - } - }, - "is-data-descriptor": { - "version": "0.1.4", - "bundled": true, - "dev": true, - "requires": { - "kind-of": "^3.0.2" - }, - "dependencies": { - "kind-of": { - "version": "3.2.2", - "bundled": true, - "dev": true, - "requires": { - "is-buffer": "^1.1.5" - } - } - } - }, - "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": "^5.0.0" - } - }, - "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": "^1.0.0", - "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" - } - } - } - }, - "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": "^2.1.0" - }, - "dependencies": { - "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", + "dev": true, + "requires": { + 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"version": "0.2.5", "bundled": true, "dev": true, "requires": { - "is-accessor-descriptor": "^1.0.0", - "is-data-descriptor": "^1.0.0", - "kind-of": "^6.0.2" + "is-descriptor": "^0.1.0" } - }, - "is-number": { + } + } + }, + "string-width": { + "version": "2.1.1", + "bundled": true, + "dev": true, + "requires": { + "is-fullwidth-code-point": "^2.0.0", + "strip-ansi": "^4.0.0" + }, + "dependencies": { + "ansi-regex": { "version": "3.0.0", "bundled": true, - "dev": true, - "requires": { - "kind-of": "^3.0.2" - }, - "dependencies": { - "kind-of": { - "version": "3.2.2", - "bundled": true, - "dev": true, - "requires": { - "is-buffer": "^1.1.5" - } - } - } - }, - "isobject": { - "version": "3.0.1", - "bundled": true, - "dev": true - }, - "kind-of": { - "version": "6.0.2", - "bundled": true, "dev": true }, - "micromatch": { - "version": "3.1.10", + "strip-ansi": { + "version": "4.0.0", "bundled": true, "dev": true, "requires": { - "arr-diff": "^4.0.0", - "array-unique": "^0.3.2", - "braces": 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"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", + "codecov": "^3.2.0", "eslint": "^4.18.2", "eslint-config-airbnb-base": "^12.1.0", - "eslint-plugin-import": "^2.9.0", + "eslint-plugin-import": "^2.16.0", "istanbul": "^v1.1.0-alpha.1", "mocha": "^5.0.4", "mochawesome": "^3.0.2", @@ -75,7 +75,7 @@ "ts-node": "^5.0.1", "tslint": "^5.9.1", "typescript": "^2.7.2", - "webpack": "^4.1.1", + "webpack": "^4.29.6", "webpack-cli": "2.1.1", "yargs": "^11.0.0" }, From e7346515843c7f96e0fffdf23032866cb33aa08d Mon Sep 17 00:00:00 2001 From: Loiane Date: Fri, 15 Mar 2019 12:01:21 -0400 Subject: [PATCH 71/96] eslint update + fixed new js lint issues --- .eslintrc.json | 4 +- package-lock.json | 2033 +++++++++++++---- package.json | 11 +- .../algorithms/backtracking/sudoku-solver.js | 6 +- .../matrix-chain-multiplication.js | 1 - .../dynamic-programing/min-coin-change.js | 6 +- .../greedy/matrix-chain-multiplication.js | 4 +- .../algorithms/search/interpolation-search.js | 6 +- src/js/data-structures/avl-tree.js | 19 +- src/js/data-structures/binary-search-tree.js | 23 +- .../data-structures/circular-linked-list.js | 3 + src/js/data-structures/dictionary.js | 12 + src/js/data-structures/doubly-linked-list.js | 9 + src/js/data-structures/graph.js | 5 + .../hash-table-linear-probing-lazy.js | 34 +- .../hash-table-linear-probing.js | 11 + .../hash-table-separate-chaining.js | 10 + src/js/data-structures/hash-table.js | 10 + src/js/data-structures/heap.js | 29 +- src/js/data-structures/linked-list.js | 11 + src/js/data-structures/models/node.js | 1 + src/js/data-structures/models/value-pair.js | 1 + src/js/data-structures/set.js | 12 + src/js/data-structures/sorted-linked-list.js | 3 + src/js/data-structures/stack-array.js | 1 + src/js/data-structures/stack-linked-list.js | 7 + src/js/data-structures/stack.js | 7 + src/js/index.js | 10 +- src/js/others/palindrome-checker.js | 6 +- src/js/util.js | 4 +- .../search/binary-search-recursive.spec.js | 1 - .../js/algorithms/sorting/bubble-sort.spec.js | 1 - test/js/algorithms/sorting/heap-sort.spec.js | 1 - .../algorithms/sorting/insertion-sort.spec.js | 1 - test/js/algorithms/sorting/merge-sort.spec.js | 1 - test/js/algorithms/sorting/quicksort.spec.js | 1 - test/js/algorithms/sorting/radix-sort.spec.js | 1 - .../algorithms/sorting/selection-sort.spec.js | 1 - test/js/algorithms/sorting/shell-sort.spec.js | 1 - test/js/data-structures/deque.spec.js | 1 + test/js/data-structures/my-obj.js | 1 + test/js/data-structures/queue.spec.js | 1 + test/js/data-structures/stack-array.spec.js | 1 + test/js/data-structures/stack.spec.js | 1 + test/js/others/factorial.spec.js | 2 +- 45 files changed, 1779 insertions(+), 536 deletions(-) diff --git a/.eslintrc.json b/.eslintrc.json index b02c43f4..ac117e1a 100644 --- a/.eslintrc.json +++ b/.eslintrc.json @@ -32,6 +32,8 @@ 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- "escape-string-regexp": "^1.0.5", - "supports-color": "^5.3.0" + "emoji-regex": "^7.0.1", + "is-fullwidth-code-point": "^2.0.0", + "strip-ansi": "^5.1.0" } }, - "supports-color": { - "version": "5.4.0", - "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-5.4.0.tgz", - "integrity": "sha512-zjaXglF5nnWpsq470jSv6P9DwPvgLkuapYmfDm3JWOm0vkNTVF2tI4UrN2r6jH1qM/uc/WtxYY1hYoA2dOKj5w==", + "strip-ansi": { + "version": "5.1.0", + "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-5.1.0.tgz", + "integrity": "sha512-TjxrkPONqO2Z8QDCpeE2j6n0M6EwxzyDgzEeGp+FbdvaJAt//ClYi6W5my+3ROlC/hZX2KACUwDfK49Ka5eDvg==", "dev": true, "requires": { - "has-flag": "^3.0.0" + "ansi-regex": "^4.1.0" } } } @@ -12108,6 +13189,16 @@ "integrity": "sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8=", "dev": true }, + "util.promisify": { + "version": "1.0.0", + "resolved": "https://registry.npmjs.org/util.promisify/-/util.promisify-1.0.0.tgz", + "integrity": "sha512-i+6qA2MPhvoKLuxnJNpXAGhg7HphQOSUq2LKMZD0m15EiskXUkMvKdF4Uui0WYeCUGea+o2cw/ZuwehtfsrNkA==", + "dev": true, + "requires": { + "define-properties": "^1.1.2", + "object.getownpropertydescriptors": "^2.0.3" + } + }, "uuid": { "version": "3.1.0", "resolved": "https://registry.npmjs.org/uuid/-/uuid-3.1.0.tgz", @@ -13810,9 +14901,9 @@ "dev": true }, "write": { - "version": "0.2.1", - "resolved": "https://registry.npmjs.org/write/-/write-0.2.1.tgz", - "integrity": "sha1-X8A4KOJkzqP+kUVUdvejxWbLB1c=", + "version": "1.0.3", + "resolved": "https://registry.npmjs.org/write/-/write-1.0.3.tgz", + "integrity": "sha512-/lg70HAjtkUgWPVZhZcm+T4hkL8Zbtp1nFNOn3lRrxnlv50SRBv7cR7RqR+GMsd3hUXy9hWBo4CHTbFTcOYwig==", "dev": true, "requires": { "mkdirp": "^0.5.1" diff --git a/package.json b/package.json index 1a7d6a75..d04bd8f5 100644 --- a/package.json +++ b/package.json @@ -21,6 +21,7 @@ "lint:js": "eslint src/js && eslint test/js", "lint:ts": "tslint -c tslint.json 'src/ts/**/*.ts' && tslint -c tslint.json 'test/ts/**/*.ts'", "lint": "npm run lint:js && npm run lint:ts", + "eslintFix": "eslint src/js --fix && eslint test/js --fix", "test:js": "mocha --compilers js:babel-core/register ./test/js --recursive --reporter mochawesome", "test:ts": "mocha -r ts-node/register ./test/ts/**/*.spec.ts ./test/ts/**/**/*.spec.ts --recursive", "test": "npm run test:js && npm run test:ts", @@ -58,15 +59,15 @@ "@types/mocha": "^5.0.0", "babel-cli": "^6.26.0", "babel-core": "^6.26.3", - "babel-eslint": "^8.2.2", - "babel-loader": "^7.1.4", - "babel-plugin-add-module-exports": "^0.2.1", + "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": "^1.7.0", "chai": "^4.1.2", "codecov": "^3.2.0", - "eslint": "^4.18.2", - "eslint-config-airbnb-base": "^12.1.0", + "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", 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/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 a79f2d30..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'; 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/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/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', () => { From cf5596547f3b5a722ec2bd6343dc7d7aebefd0ce Mon Sep 17 00:00:00 2001 From: Loiane Date: Fri, 15 Mar 2019 12:13:09 -0400 Subject: [PATCH 72/96] updated readme: chinese + portuguese links 3rd ed --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 20227c07..df8c3da9 100644 --- a/README.md +++ b/README.md @@ -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? From 703767abb759d6514f159464ce119b342a7008d1 Mon Sep 17 00:00:00 2001 From: Loiane Date: Fri, 15 Mar 2019 12:16:56 -0400 Subject: [PATCH 73/96] tslint update + fixed new ts lint issues --- package-lock.json | 536 +++++++++++------- package.json | 8 +- .../graph/breadth-first-search.spec.ts | 6 +- .../graph/depth-first-search.spec.ts | 4 +- .../ts/algorithms/math/primality-test.spec.ts | 2 +- .../ts/data-structures/red-black-tree.spec.ts | 3 +- 6 files changed, 328 insertions(+), 231 deletions(-) diff --git a/package-lock.json b/package-lock.json index ff37798c..c2a947cc 100644 --- a/package-lock.json +++ b/package-lock.json @@ -460,24 +460,6 @@ "integrity": "sha512-DCRfO/4nQ+89p/RK43i8Ezd41EqdGIU4ld7nGF8OQ14oc/we5rEntLCUa7+jrn3nn83BosfwZA0wb4pon2o8iQ==", "dev": true }, - "align-text": { - "version": "0.1.4", - "resolved": "https://registry.npmjs.org/align-text/-/align-text-0.1.4.tgz", - "integrity": "sha1-DNkKVhCT810KmSVsIrcGlDP60Rc=", - "dev": true, - "optional": true, - "requires": { - "kind-of": "^3.0.2", - "longest": "^1.0.1", - "repeat-string": "^1.5.2" - } - }, - "amdefine": { - "version": "1.0.1", - "resolved": "https://registry.npmjs.org/amdefine/-/amdefine-1.0.1.tgz", - "integrity": "sha1-SlKCrBZHKek2Gbz9OtFR+BfOkfU=", - "dev": true - }, "ansi-escapes": { "version": "3.1.0", "resolved": "https://registry.npmjs.org/ansi-escapes/-/ansi-escapes-3.1.0.tgz", @@ -539,6 +521,12 @@ "readable-stream": "^2.0.6" } }, + "arg": { + "version": "4.1.0", + "resolved": "https://registry.npmjs.org/arg/-/arg-4.1.0.tgz", + "integrity": "sha512-ZWc51jO3qegGkVh8Hwpv636EkbesNV5ZNQPCtRa+0qytRYPEs9IYT9qITY9buezqUH5uqyzlWLcufrzU2rffdg==", + "dev": true + }, "argparse": { "version": "1.0.9", "resolved": "https://registry.npmjs.org/argparse/-/argparse-1.0.9.tgz", @@ -3158,13 +3146,6 @@ "integrity": "sha512-tWnkwu9YEq2uzlBDI4RcLn8jrFvF9AOi8PxDNU3hZZjJcjkcRAq3vCI+vZcg1SuxISDYe86k9VZFwAxDiJGoAw==", "dev": true }, - "camelcase": { - "version": "1.2.1", - "resolved": "https://registry.npmjs.org/camelcase/-/camelcase-1.2.1.tgz", - "integrity": "sha1-m7UwTS4LVmmLLHWLCKPqqdqlijk=", - "dev": true, - "optional": true - }, "caniuse-lite": { "version": "1.0.30000948", "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30000948.tgz", @@ -3178,17 +3159,6 @@ "dev": true, "optional": true }, - "center-align": { - "version": "0.1.3", - "resolved": "https://registry.npmjs.org/center-align/-/center-align-0.1.3.tgz", - "integrity": "sha1-qg0yYptu6XIgBBHL1EYckHvCt60=", - "dev": true, - "optional": true, - "requires": { - "align-text": "^0.1.3", - "lazy-cache": "^1.0.3" - } - }, "chai": { "version": "4.1.2", "resolved": "https://registry.npmjs.org/chai/-/chai-4.1.2.tgz", @@ -3376,27 +3346,6 @@ "integrity": "sha1-/xnt6Kml5XkyQUewwR8PvLq+1jk=", "dev": true }, - "cliui": { - "version": "2.1.0", - "resolved": "https://registry.npmjs.org/cliui/-/cliui-2.1.0.tgz", - "integrity": "sha1-S0dXYP+AJkx2LDoXGQMukcf+oNE=", - "dev": true, - "optional": true, - "requires": { - "center-align": "^0.1.1", - "right-align": "^0.1.1", - "wordwrap": "0.0.2" - }, - "dependencies": { - "wordwrap": { - "version": "0.0.2", - "resolved": "https://registry.npmjs.org/wordwrap/-/wordwrap-0.0.2.tgz", - "integrity": "sha1-t5Zpu0LstAn4PVg8rVLKF+qhZD8=", - "dev": true, - "optional": true - } - } - }, "clone": { "version": "1.0.4", "resolved": "https://registry.npmjs.org/clone/-/clone-1.0.4.tgz", @@ -5754,24 +5703,19 @@ }, "handlebars": { "version": "4.0.10", - "resolved": "https://registry.npmjs.org/handlebars/-/handlebars-4.0.10.tgz", - "integrity": "sha1-PTDHGLCaPZbyPqTMH0A8TTup/08=", + "resolved": "", "dev": true, "requires": { "async": "^1.4.0", "optimist": "^0.6.1", - "source-map": "^0.4.4", - "uglify-js": "^2.6" + "source-map": "^0.4.4" }, "dependencies": { "source-map": { "version": "0.4.4", "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.4.4.tgz", "integrity": "sha1-66T12pwNyZneaAMti092FzZSA2s=", - "dev": true, - "requires": { - 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"sha512-1apePfXM1UOSqw0o9IiFAovVz9M5S1Dg+4TrDwfMewQ6p/rmMueb7tWZjQ1rx4Loy1ArBggoqGpfqqdI4rondg==", + "dev": true + }, + "strip-ansi": { + "version": "5.1.0", + "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-5.1.0.tgz", + "integrity": "sha512-TjxrkPONqO2Z8QDCpeE2j6n0M6EwxzyDgzEeGp+FbdvaJAt//ClYi6W5my+3ROlC/hZX2KACUwDfK49Ka5eDvg==", + "dev": true, + "requires": { + "ansi-regex": "^4.1.0" + } + } } }, "strip-ansi": { @@ -14990,13 +15079,20 @@ "ansi-regex": "^3.0.0" } }, + "y18n": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/y18n/-/y18n-4.0.0.tgz", + "integrity": "sha512-r9S/ZyXu/Xu9q1tYlpsLIsa3EeLXXk0VwlxqTcFRfg9EhMW+17kbt9G0NrgCmhGb5vT2hyhJZLfDGx+7+5Uj/w==", + "dev": true + }, "yargs-parser": { - "version": "9.0.2", - "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-9.0.2.tgz", - "integrity": "sha1-nM9qQ0YP5O1Aqbto9I1DuKaMwHc=", + "version": "13.0.0", + "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-13.0.0.tgz", + "integrity": "sha512-w2LXjoL8oRdRQN+hOyppuXs+V/fVAYtpcrRxZuF7Kt/Oc+Jr2uAcVntaUTNT6w5ihoWfFDpNY8CPx1QskxZ/pw==", "dev": true, "requires": { - "camelcase": "^4.1.0" + "camelcase": "^5.0.0", + "decamelize": "^1.2.0" } } } @@ -15395,9 +15491,9 @@ } }, "yn": { - "version": "2.0.0", - "resolved": "https://registry.npmjs.org/yn/-/yn-2.0.0.tgz", - "integrity": "sha1-5a2ryKz0CPY4X8dklWhMiOavaJo=", + "version": "3.0.0", + "resolved": "https://registry.npmjs.org/yn/-/yn-3.0.0.tgz", + "integrity": "sha512-+Wo/p5VRfxUgBUGy2j/6KX2mj9AYJWOHuhMjMcbBFc3y54o9/4buK1ksBvuiK01C3kby8DH9lSmJdSxw+4G/2Q==", "dev": true } } diff --git a/package.json b/package.json index d04bd8f5..2f824693 100644 --- a/package.json +++ b/package.json @@ -73,12 +73,12 @@ "mocha": "^5.0.4", "mochawesome": "^3.0.2", "nyc": "11.7.2", - "ts-node": "^5.0.1", - "tslint": "^5.9.1", - "typescript": "^2.7.2", + "ts-node": "8.0.3", + "tslint": "5.14.0", + "typescript": "3.3.3333", "webpack": "^4.29.6", "webpack-cli": "2.1.1", - "yargs": "^11.0.0" + "yargs": "13.2.2" }, "dependencies": { "http-server": "^0.11.1" diff --git a/test/ts/algorithms/graph/breadth-first-search.spec.ts b/test/ts/algorithms/graph/breadth-first-search.spec.ts index e528ea54..db5f929f 100644 --- a/test/ts/algorithms/graph/breadth-first-search.spec.ts +++ b/test/ts/algorithms/graph/breadth-first-search.spec.ts @@ -1,10 +1,10 @@ import 'mocha'; import { expect } from 'chai'; -import { BFS, breadthFirstSearch, Graph, Stack } from '../../../../src/ts/index'; +import { BFS, breadthFirstSearch, Graph } from '../../../../src/ts'; describe('Breadth First Search', () => { - let count; + let count: number; const vertices = ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I']; let graph: Graph; @@ -32,7 +32,7 @@ describe('Breadth First Search', () => { breadthFirstSearch(graph, vertices[0], assertCallback); }); - function assertCallback(value) { + function assertCallback(value: string) { expect(value).to.equal(vertices[count]); count++; } diff --git a/test/ts/algorithms/graph/depth-first-search.spec.ts b/test/ts/algorithms/graph/depth-first-search.spec.ts index 60e2921c..763284a7 100644 --- a/test/ts/algorithms/graph/depth-first-search.spec.ts +++ b/test/ts/algorithms/graph/depth-first-search.spec.ts @@ -3,7 +3,7 @@ import { expect } from 'chai'; import { DFS, depthFirstSearch, Graph } from '../../../../src/ts/index'; describe('Depth First Search', () => { - let count; + 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; @@ -32,7 +32,7 @@ describe('Depth First Search', () => { depthFirstSearch(graph, assertCallback); }); - function assertCallback(value) { + function assertCallback(value: string) { expect(value).to.equal(dfsCallBack[count]); count++; } diff --git a/test/ts/algorithms/math/primality-test.spec.ts b/test/ts/algorithms/math/primality-test.spec.ts index b62610df..36680623 100644 --- a/test/ts/algorithms/math/primality-test.spec.ts +++ b/test/ts/algorithms/math/primality-test.spec.ts @@ -16,7 +16,7 @@ describe('Primality Tests', () => { testIsPrime(isPrime2); }); - function testIsPrime(primeFunction) { + function testIsPrime(primeFunction: Function) { expect(primeFunction(-1)).to.equal(false); expect(primeFunction(0)).to.equal(false); expect(primeFunction(1)).to.equal(false); 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); } From c843462d897c3141ec30b8ea658a49ad8fd50449 Mon Sep 17 00:00:00 2001 From: "greenkeeper[bot]" Date: Sat, 16 Mar 2019 02:06:33 +0000 Subject: [PATCH 74/96] chore(package): update webpack-cli to version 3.3.0 --- package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/package.json b/package.json index 2f824693..632d4d2d 100644 --- a/package.json +++ b/package.json @@ -77,7 +77,7 @@ "tslint": "5.14.0", "typescript": "3.3.3333", "webpack": "^4.29.6", - "webpack-cli": "2.1.1", + "webpack-cli": "3.3.0", "yargs": "13.2.2" }, "dependencies": { From 706f36da44468312fc3e5a71bc1f5b114ce55832 Mon Sep 17 00:00:00 2001 From: "greenkeeper[bot]" Date: Sat, 16 Mar 2019 02:06:36 +0000 Subject: [PATCH 75/96] chore(package): update lockfile package-lock.json --- package-lock.json | 3315 ++++++++++----------------------------------- 1 file changed, 695 insertions(+), 2620 deletions(-) diff --git a/package-lock.json b/package-lock.json index c2a947cc..445495cd 100644 --- a/package-lock.json +++ b/package-lock.json @@ -187,28 +187,6 @@ } } }, - "@mrmlnc/readdir-enhanced": { - "version": "2.2.1", - "resolved": "https://registry.npmjs.org/@mrmlnc/readdir-enhanced/-/readdir-enhanced-2.2.1.tgz", - "integrity": "sha512-bPHp6Ji8b41szTOcaP63VlnbbO5Ny6dwAATtY6JTjh5N2OLrb5Qk/Th5cRkRQhkWCt+EJsYrNB0MiL+Gpn6e3g==", - "dev": true, - "requires": { - "call-me-maybe": "^1.0.1", - "glob-to-regexp": "^0.3.0" - } - }, - "@nodelib/fs.stat": { - "version": "1.1.3", - "resolved": "https://registry.npmjs.org/@nodelib/fs.stat/-/fs.stat-1.1.3.tgz", - "integrity": 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"resolved": "https://registry.npmjs.org/supports-color/-/supports-color-5.5.0.tgz", - "integrity": "sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==", - "dev": true, - "requires": { - "has-flag": "^3.0.0" - } - } - } - }, "yn": { "version": "3.0.0", "resolved": "https://registry.npmjs.org/yn/-/yn-3.0.0.tgz", From f64d9d867731050014a462e100ed16c0c9cc3804 Mon Sep 17 00:00:00 2001 From: Melverton Hunter Date: Mon, 1 Apr 2019 16:11:08 -0400 Subject: [PATCH 76/96] Update README.md typo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index df8c3da9..efd4e6e3 100644 --- a/README.md +++ b/README.md @@ -61,7 +61,7 @@ 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` +* 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 depencies * 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` From 0e0ba5708d7962e699c0fab1c56348a8872bda10 Mon Sep 17 00:00:00 2001 From: Luan Henrique Moraes dos Santos Date: Wed, 8 May 2019 11:32:38 -0300 Subject: [PATCH 77/96] grammar correction --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index df8c3da9..96845564 100644 --- a/README.md +++ b/README.md @@ -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) From 01e35d41508b5539763982858b72e43486e926b4 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 29 Oct 2019 14:10:01 +0000 Subject: [PATCH 78/96] Bump mixin-deep from 1.3.1 to 1.3.2 Bumps [mixin-deep](https://github.com/jonschlinkert/mixin-deep) from 1.3.1 to 1.3.2. - [Release notes](https://github.com/jonschlinkert/mixin-deep/releases) - [Commits](https://github.com/jonschlinkert/mixin-deep/compare/1.3.1...1.3.2) Signed-off-by: dependabot[bot] --- package-lock.json | 37 +++++++++++-------------------------- 1 file changed, 11 insertions(+), 26 deletions(-) diff --git a/package-lock.json b/package-lock.json index 445495cd..0a31be64 100644 --- a/package-lock.json +++ b/package-lock.json @@ -443,6 +443,7 @@ "resolved": "https://registry.npmjs.org/align-text/-/align-text-0.1.4.tgz", "integrity": "sha1-DNkKVhCT810KmSVsIrcGlDP60Rc=", "dev": true, + "optional": true, "requires": { "kind-of": "^3.0.2", "longest": "^1.0.1", @@ -5634,7 +5635,8 @@ "version": "1.0.0", "resolved": "https://registry.npmjs.org/is-extglob/-/is-extglob-1.0.0.tgz", "integrity": "sha1-rEaBd8SUNAWgkvyPKXYMb/xiBsA=", - "dev": true + "dev": true, + "optional": true }, "is-finite": { "version": "1.0.2", @@ -5656,6 +5658,7 @@ "resolved": "https://registry.npmjs.org/is-glob/-/is-glob-2.0.1.tgz", "integrity": "sha1-0Jb5JqPe1WAPP9/ZEZjLCIjC2GM=", "dev": true, + "optional": true, "requires": { "is-extglob": "^1.0.0" } @@ -6140,7 +6143,8 @@ "version": "1.0.1", "resolved": "https://registry.npmjs.org/longest/-/longest-1.0.1.tgz", "integrity": "sha1-MKCy2jj3N3DoKUoNIuZiXtd9AJc=", - "dev": true + "dev": true, + "optional": true }, "loose-envify": { "version": "1.3.1", @@ -6347,9 +6351,9 @@ } }, "mixin-deep": { - "version": "1.3.1", - "resolved": "https://registry.npmjs.org/mixin-deep/-/mixin-deep-1.3.1.tgz", - "integrity": "sha512-8ZItLHeEgaqEvd5lYBXfm4EZSFCX29Jb9K+lAHhDKzReKBQKj3R+7NOF6tjqYi9t4oI8VUfaWITJQm86wnXGNQ==", + "version": "1.3.2", + "resolved": "https://registry.npmjs.org/mixin-deep/-/mixin-deep-1.3.2.tgz", + "integrity": "sha512-WRoDn//mXBiJ1H40rqa3vH0toePwSsGb45iInWlTySa+Uu4k3tYUSxa2v1KqAiLtvlrSzaExqS1gtk96A9zvEA==", "dev": true, "requires": { "for-in": "^1.0.2", @@ -6777,6 +6781,7 @@ "resolved": "https://registry.npmjs.org/normalize-path/-/normalize-path-2.1.1.tgz", "integrity": "sha1-GrKLVW4Zg2Oowab35vogE3/mrtk=", "dev": true, + "optional": true, "requires": { "remove-trailing-separator": "^1.0.1" } @@ -7538,8 +7543,7 @@ }, "for-in": { "version": "1.0.2", - "bundled": true, - "dev": true + "bundled": true }, "foreground-child": { "version": "1.5.6", @@ -8091,25 +8095,6 @@ "bundled": true, "dev": true }, - "mixin-deep": { - "version": "1.3.1", - "bundled": true, - "dev": true, - "requires": { - "for-in": "^1.0.2", - "is-extendable": "^1.0.1" - }, - "dependencies": { - "is-extendable": { - "version": "1.0.1", - "bundled": true, - "dev": true, - "requires": { - "is-plain-object": "^2.0.4" - } - } - } - }, "mkdirp": { "version": "0.5.1", "bundled": true, From 32362698a6ef90cb348a173cef7c66df7e69ac56 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 13 Mar 2020 22:06:51 +0000 Subject: [PATCH 79/96] Bump acorn from 6.1.1 to 6.4.1 Bumps [acorn](https://github.com/acornjs/acorn) from 6.1.1 to 6.4.1. - [Release notes](https://github.com/acornjs/acorn/releases) - [Commits](https://github.com/acornjs/acorn/compare/6.1.1...6.4.1) Signed-off-by: dependabot[bot] --- package-lock.json | 21 ++++++++++----------- 1 file changed, 10 insertions(+), 11 deletions(-) diff --git a/package-lock.json b/package-lock.json index 445495cd..cb8fdf7b 100644 --- a/package-lock.json +++ b/package-lock.json @@ -394,9 +394,9 @@ "dev": true }, "acorn": { - "version": "6.1.1", - "resolved": "https://registry.npmjs.org/acorn/-/acorn-6.1.1.tgz", - "integrity": "sha512-jPTiwtOxaHNaAPg/dmrJ/beuzLRnXtB0kQPQ8JpotKJgTB6rX6c8mlf315941pyjBSaPg8NHXS9fhP4u17DpGA==", + "version": "6.4.1", + "resolved": "https://registry.npmjs.org/acorn/-/acorn-6.4.1.tgz", + "integrity": "sha512-ZVA9k326Nwrj3Cj9jlh3wGFutC2ZornPNARZwsNYqQYgN0EsV2d53w5RN/co65Ohn4sUAUtb1rSUAOD6XN9idA==", "dev": true }, "acorn-dynamic-import": { @@ -443,6 +443,7 @@ "resolved": "https://registry.npmjs.org/align-text/-/align-text-0.1.4.tgz", "integrity": "sha1-DNkKVhCT810KmSVsIrcGlDP60Rc=", "dev": true, + "optional": true, "requires": { "kind-of": "^3.0.2", "longest": "^1.0.1", @@ -5634,7 +5635,8 @@ "version": "1.0.0", "resolved": "https://registry.npmjs.org/is-extglob/-/is-extglob-1.0.0.tgz", "integrity": "sha1-rEaBd8SUNAWgkvyPKXYMb/xiBsA=", - "dev": true + "dev": true, + "optional": true }, "is-finite": { "version": "1.0.2", @@ -5656,6 +5658,7 @@ "resolved": "https://registry.npmjs.org/is-glob/-/is-glob-2.0.1.tgz", "integrity": "sha1-0Jb5JqPe1WAPP9/ZEZjLCIjC2GM=", "dev": true, + "optional": true, "requires": { "is-extglob": "^1.0.0" } @@ -6140,7 +6143,8 @@ "version": "1.0.1", "resolved": "https://registry.npmjs.org/longest/-/longest-1.0.1.tgz", "integrity": "sha1-MKCy2jj3N3DoKUoNIuZiXtd9AJc=", - "dev": true + "dev": true, + "optional": true }, "loose-envify": { "version": "1.3.1", @@ -6777,6 +6781,7 @@ "resolved": "https://registry.npmjs.org/normalize-path/-/normalize-path-2.1.1.tgz", "integrity": "sha1-GrKLVW4Zg2Oowab35vogE3/mrtk=", "dev": true, + "optional": true, "requires": { "remove-trailing-separator": "^1.0.1" } @@ -12576,12 +12581,6 @@ "webpack-sources": "^1.3.0" }, "dependencies": { - "acorn": { - "version": "6.1.1", - "resolved": "https://registry.npmjs.org/acorn/-/acorn-6.1.1.tgz", - "integrity": "sha512-jPTiwtOxaHNaAPg/dmrJ/beuzLRnXtB0kQPQ8JpotKJgTB6rX6c8mlf315941pyjBSaPg8NHXS9fhP4u17DpGA==", - "dev": true - }, "ajv": { "version": "6.10.0", "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.10.0.tgz", From 0a606fd8939c00c350c2fdd8045fda7e1c06e4e7 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 16 Apr 2020 12:06:00 +0000 Subject: [PATCH 80/96] Bump https-proxy-agent from 2.2.1 to 2.2.4 Bumps [https-proxy-agent](https://github.com/TooTallNate/node-https-proxy-agent) from 2.2.1 to 2.2.4. - [Release notes](https://github.com/TooTallNate/node-https-proxy-agent/releases) - [Commits](https://github.com/TooTallNate/node-https-proxy-agent/compare/2.2.1...2.2.4) Signed-off-by: dependabot[bot] --- package-lock.json | 41 +++++++++++++++++++++++------------------ 1 file changed, 23 insertions(+), 18 deletions(-) diff --git a/package-lock.json b/package-lock.json index 445495cd..d55c189f 100644 --- a/package-lock.json +++ b/package-lock.json @@ -411,15 +411,6 @@ "integrity": "sha512-HJ7CfNHrfJLlNTzIEUTj43LNWGkqpRLxm3YjAlcD0ACydk9XynzYsCBHxut+iqt+1aBXkx9UP/w/ZqMr13XIzg==", "dev": true }, - "agent-base": { - "version": "4.2.1", - "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-4.2.1.tgz", - "integrity": "sha512-JVwXMr9nHYTUXsBFKUqhJwvlcYU/blreOEUkhNR2eXZIvwd+c+o5V4MgDPKWnMS/56awN3TRzIP+KoPn+roQtg==", - "dev": true, - "requires": { - "es6-promisify": "^5.0.0" - } - }, "ajv": { "version": "6.10.0", "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.10.0.tgz", @@ -443,6 +434,7 @@ "resolved": "https://registry.npmjs.org/align-text/-/align-text-0.1.4.tgz", "integrity": "sha1-DNkKVhCT810KmSVsIrcGlDP60Rc=", "dev": true, + "optional": true, "requires": { "kind-of": "^3.0.2", "longest": "^1.0.1", @@ -5238,15 +5230,24 @@ "dev": true }, "https-proxy-agent": { - "version": "2.2.1", - "resolved": "https://registry.npmjs.org/https-proxy-agent/-/https-proxy-agent-2.2.1.tgz", - "integrity": "sha512-HPCTS1LW51bcyMYbxUIOO4HEOlQ1/1qRaFWcyxvwaqUS9TY88aoEuHUY33kuAh1YhVVaDQhLZsnPd+XNARWZlQ==", + "version": "2.2.4", + "resolved": "https://registry.npmjs.org/https-proxy-agent/-/https-proxy-agent-2.2.4.tgz", + "integrity": "sha512-OmvfoQ53WLjtA9HeYP9RNrWMJzzAz1JGaSFr1nijg0PVR1JaD/xbJq1mdEIIlxGpXp9eSe/O2LgU9DJmTPd0Eg==", "dev": true, "requires": { - "agent-base": "^4.1.0", + "agent-base": "^4.3.0", "debug": "^3.1.0" }, "dependencies": { + "agent-base": { + "version": "4.3.0", + "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-4.3.0.tgz", + "integrity": "sha512-salcGninV0nPrwpGNn4VTXBb1SOuXQBiqbrNXoeizJsHrsL6ERFM2Ne3JUSBWRE6aeNJI2ROP/WEEIDUiDe3cg==", + "dev": true, + "requires": { + "es6-promisify": "^5.0.0" + } + }, "debug": { "version": "3.2.6", "resolved": "https://registry.npmjs.org/debug/-/debug-3.2.6.tgz", @@ -5257,9 +5258,9 @@ } }, "ms": { - "version": "2.1.1", - "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.1.tgz", - "integrity": "sha512-tgp+dl5cGk28utYktBsrFqA7HKgrhgPsg6Z/EfhWI4gl1Hwq8B/GmY/0oXZ6nF8hDVesS/FpnYaD/kOWhYQvyg==", + "version": "2.1.2", + "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz", + "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w==", "dev": true } } @@ -5634,7 +5635,8 @@ "version": "1.0.0", "resolved": "https://registry.npmjs.org/is-extglob/-/is-extglob-1.0.0.tgz", "integrity": "sha1-rEaBd8SUNAWgkvyPKXYMb/xiBsA=", - "dev": true + "dev": true, + "optional": true }, "is-finite": { "version": "1.0.2", @@ -5656,6 +5658,7 @@ "resolved": "https://registry.npmjs.org/is-glob/-/is-glob-2.0.1.tgz", "integrity": "sha1-0Jb5JqPe1WAPP9/ZEZjLCIjC2GM=", "dev": true, + "optional": true, "requires": { "is-extglob": "^1.0.0" } @@ -6140,7 +6143,8 @@ "version": "1.0.1", "resolved": "https://registry.npmjs.org/longest/-/longest-1.0.1.tgz", "integrity": "sha1-MKCy2jj3N3DoKUoNIuZiXtd9AJc=", - "dev": true + "dev": true, + "optional": true }, "loose-envify": { "version": "1.3.1", @@ -6777,6 +6781,7 @@ "resolved": "https://registry.npmjs.org/normalize-path/-/normalize-path-2.1.1.tgz", "integrity": "sha1-GrKLVW4Zg2Oowab35vogE3/mrtk=", "dev": true, + "optional": true, "requires": { "remove-trailing-separator": "^1.0.1" } From ae6c563880988a4e79fb46976f9a6de39b5c3413 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 16 Jul 2020 03:56:38 +0000 Subject: [PATCH 81/96] Bump lodash from 4.17.10 to 4.17.19 Bumps [lodash](https://github.com/lodash/lodash) from 4.17.10 to 4.17.19. - [Release notes](https://github.com/lodash/lodash/releases) - [Commits](https://github.com/lodash/lodash/compare/4.17.10...4.17.19) Signed-off-by: dependabot[bot] --- package-lock.json | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/package-lock.json b/package-lock.json index 445495cd..06782121 100644 --- a/package-lock.json +++ b/package-lock.json @@ -443,6 +443,7 @@ "resolved": "https://registry.npmjs.org/align-text/-/align-text-0.1.4.tgz", "integrity": "sha1-DNkKVhCT810KmSVsIrcGlDP60Rc=", "dev": true, + "optional": true, "requires": { "kind-of": "^3.0.2", "longest": "^1.0.1", @@ -5634,7 +5635,8 @@ "version": "1.0.0", "resolved": "https://registry.npmjs.org/is-extglob/-/is-extglob-1.0.0.tgz", "integrity": "sha1-rEaBd8SUNAWgkvyPKXYMb/xiBsA=", - "dev": true + "dev": true, + "optional": true }, "is-finite": { "version": "1.0.2", @@ -5656,6 +5658,7 @@ "resolved": "https://registry.npmjs.org/is-glob/-/is-glob-2.0.1.tgz", "integrity": "sha1-0Jb5JqPe1WAPP9/ZEZjLCIjC2GM=", "dev": true, + "optional": true, "requires": { "is-extglob": "^1.0.0" } @@ -6125,9 +6128,9 @@ } }, "lodash": { - "version": "4.17.11", - "resolved": "https://registry.npmjs.org/lodash/-/lodash-4.17.11.tgz", - "integrity": "sha512-cQKh8igo5QUhZ7lg38DYWAxMvjSAKG0A8wGSVimP07SIUEK2UO+arSRKbRZWtelMtN5V0Hkwh5ryOto/SshYIg==", + "version": "4.17.19", + "resolved": "https://registry.npmjs.org/lodash/-/lodash-4.17.19.tgz", + "integrity": "sha512-JNvd8XER9GQX0v2qJgsaN/mzFCNA5BRe/j8JN9d+tWyGLSodKQHKFicdwNYzWwI3wjRnaKPsGj1XkBjx/F96DQ==", "dev": true }, "lodash.isfunction": { @@ -6140,7 +6143,8 @@ "version": "1.0.1", "resolved": "https://registry.npmjs.org/longest/-/longest-1.0.1.tgz", "integrity": "sha1-MKCy2jj3N3DoKUoNIuZiXtd9AJc=", - "dev": true + "dev": true, + "optional": true }, "loose-envify": { "version": "1.3.1", @@ -6777,6 +6781,7 @@ "resolved": "https://registry.npmjs.org/normalize-path/-/normalize-path-2.1.1.tgz", "integrity": "sha1-GrKLVW4Zg2Oowab35vogE3/mrtk=", "dev": true, + "optional": true, "requires": { "remove-trailing-separator": "^1.0.1" } @@ -7969,11 +7974,6 @@ } } }, - "lodash": { - "version": "4.17.10", - "bundled": true, - "dev": true - }, "longest": { "version": "1.0.1", "bundled": true, From a23fcdbff9f9cb12ac523bdaa8bf4ba2a2cfcae6 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Sun, 19 Jul 2020 16:34:44 +0000 Subject: [PATCH 82/96] Bump eslint-utils from 1.3.1 to 1.4.3 Bumps [eslint-utils](https://github.com/mysticatea/eslint-utils) from 1.3.1 to 1.4.3. - [Release notes](https://github.com/mysticatea/eslint-utils/releases) - [Commits](https://github.com/mysticatea/eslint-utils/compare/v1.3.1...v1.4.3) Signed-off-by: dependabot[bot] --- package-lock.json | 19 +++++++++++++++---- 1 file changed, 15 insertions(+), 4 deletions(-) diff --git a/package-lock.json b/package-lock.json index 06782121..dbe1e4a7 100644 --- a/package-lock.json +++ b/package-lock.json @@ -3863,10 +3863,21 @@ } }, "eslint-utils": { - "version": "1.3.1", - "resolved": "https://registry.npmjs.org/eslint-utils/-/eslint-utils-1.3.1.tgz", - "integrity": "sha512-Z7YjnIldX+2XMcjr7ZkgEsOj/bREONV60qYeB/bjMAqqqZ4zxKyWX+BOUkdmRmA9riiIPVvo5x86m5elviOk0Q==", - "dev": true + "version": "1.4.3", + "resolved": "https://registry.npmjs.org/eslint-utils/-/eslint-utils-1.4.3.tgz", + "integrity": "sha512-fbBN5W2xdY45KulGXmLHZ3c3FHfVYmKg0IrAKGOkT/464PQsx2UeIzfz1RmEci+KLm1bBaAzZAh8+/E+XAeZ8Q==", + "dev": true, + "requires": { + "eslint-visitor-keys": "^1.1.0" + }, + "dependencies": { + "eslint-visitor-keys": { + "version": "1.3.0", + "resolved": "https://registry.npmjs.org/eslint-visitor-keys/-/eslint-visitor-keys-1.3.0.tgz", + "integrity": "sha512-6J72N8UNa462wa/KFODt/PJ3IU60SDpC3QXC1Hjc1BXXpfL2C9R5+AU7jhe0F6GREqVMh4Juu+NY7xn+6dipUQ==", + "dev": true + } + } }, "eslint-visitor-keys": { "version": "1.0.0", From 25be7be1e763f79f67c9a53976f4ce665fc12db8 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Sun, 19 Jul 2020 16:35:08 +0000 Subject: [PATCH 83/96] Bump codecov from 3.2.0 to 3.6.5 Bumps [codecov](https://github.com/codecov/codecov-node) from 3.2.0 to 3.6.5. - [Release notes](https://github.com/codecov/codecov-node/releases) - [Commits](https://github.com/codecov/codecov-node/commits) Signed-off-by: dependabot[bot] --- package-lock.json | 167 +++++++++++++++++++++++++++++++--------------- package.json | 2 +- 2 files changed, 114 insertions(+), 55 deletions(-) diff --git a/package-lock.json b/package-lock.json index f7fbee42..f592e0f2 100644 --- a/package-lock.json +++ b/package-lock.json @@ -187,6 +187,12 @@ } } }, + "@tootallnate/once": { + "version": "1.1.2", + "resolved": "https://registry.npmjs.org/@tootallnate/once/-/once-1.1.2.tgz", + "integrity": "sha512-RbzJvlNzmRq5c3O09UipeuXno4tA1FE6ikOjxZK0tuxVv3412l64l5t1W5pj4+rJq9vpkm/kwiR07aZXnsKPxw==", + "dev": true + }, "@types/chai": { "version": "4.1.3", "resolved": "https://registry.npmjs.org/@types/chai/-/chai-4.1.3.tgz", @@ -411,6 +417,32 @@ "integrity": "sha512-HJ7CfNHrfJLlNTzIEUTj43LNWGkqpRLxm3YjAlcD0ACydk9XynzYsCBHxut+iqt+1aBXkx9UP/w/ZqMr13XIzg==", "dev": true }, + "agent-base": { + "version": "6.0.1", + "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-6.0.1.tgz", + "integrity": "sha512-01q25QQDwLSsyfhrKbn8yuur+JNw0H+0Y4JiGIKd3z9aYk/w/2kxD/Upc+t2ZBBSUNff50VjPsSW2YxM8QYKVg==", + "dev": true, + "requires": { + "debug": "4" + }, + "dependencies": { + "debug": { + "version": "4.1.1", + "resolved": "https://registry.npmjs.org/debug/-/debug-4.1.1.tgz", + "integrity": "sha512-pYAIzeRo8J6KPEaJ0VWOh5Pzkbw/RetuzehGM7QRRX5he4fPHx2rdKMB256ehJCkX+XRQm16eZLqLNS8RSZXZw==", + "dev": true, + "requires": { + "ms": "^2.1.1" + } + }, + "ms": { + "version": "2.1.2", + "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz", + "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w==", + "dev": true + } + } + }, "ajv": { "version": "6.10.0", "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.10.0.tgz", @@ -2968,22 +3000,22 @@ "dev": true }, "codecov": { - "version": "3.2.0", - "resolved": "https://registry.npmjs.org/codecov/-/codecov-3.2.0.tgz", - "integrity": "sha512-3NJvNARXxilqnqVfgzDHyVrF4oeVgaYW1c1O6Oi5mn93exE7HTSSFNiYdwojWW6IwrCZABJ8crpNbKoo9aUHQw==", + "version": "3.6.5", + "resolved": "https://registry.npmjs.org/codecov/-/codecov-3.6.5.tgz", + "integrity": "sha512-v48WuDMUug6JXwmmfsMzhCHRnhUf8O3duqXvltaYJKrO1OekZWpB/eH6iIoaxMl8Qli0+u3OxptdsBOYiD7VAQ==", "dev": true, "requires": { - "argv": "^0.0.2", - "ignore-walk": "^3.0.1", - "js-yaml": "^3.12.0", - "teeny-request": "^3.7.0", - "urlgrey": "^0.4.4" + "argv": "0.0.2", + "ignore-walk": "3.0.3", + "js-yaml": "3.13.1", + "teeny-request": "6.0.1", + "urlgrey": "0.4.4" }, "dependencies": { "js-yaml": { - "version": 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"sha1-PFMZQukIwml8DsNEhYwobHygpgo=", "dev": true }, + "stubs": { + "version": "3.0.0", + "resolved": "https://registry.npmjs.org/stubs/-/stubs-3.0.0.tgz", + "integrity": "sha1-6NK6H6nJBXAwPAMLaQD31fiavls=", + "dev": true + }, "supports-color": { "version": "2.0.0", "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-2.0.0.tgz", @@ -10850,26 +10907,28 @@ } }, "teeny-request": { - "version": "3.11.3", - "resolved": "https://registry.npmjs.org/teeny-request/-/teeny-request-3.11.3.tgz", - "integrity": "sha512-CKncqSF7sH6p4rzCgkb/z/Pcos5efl0DmolzvlqRQUNcpRIruOhY9+T1FsIlyEbfWd7MsFpodROOwHYh2BaXzw==", + "version": "6.0.1", + "resolved": "https://registry.npmjs.org/teeny-request/-/teeny-request-6.0.1.tgz", + "integrity": "sha512-TAK0c9a00ELOqLrZ49cFxvPVogMUFaWY8dUsQc/0CuQPGF+BOxOQzXfE413BAk2kLomwNplvdtMpeaeGWmoc2g==", "dev": true, "requires": { - "https-proxy-agent": "^2.2.1", + "http-proxy-agent": "^4.0.0", + "https-proxy-agent": "^4.0.0", "node-fetch": "^2.2.0", + "stream-events": "^1.0.5", "uuid": "^3.3.2" }, "dependencies": { "node-fetch": { - "version": "2.3.0", - "resolved": "https://registry.npmjs.org/node-fetch/-/node-fetch-2.3.0.tgz", - "integrity": "sha512-MOd8pV3fxENbryESLgVIeaGKrdl+uaYhCSSVkjeOb/31/njTpcis5aWfdqgNlHIrKOLRbMnfPINPOML2CIFeXA==", + "version": "2.6.0", + "resolved": "https://registry.npmjs.org/node-fetch/-/node-fetch-2.6.0.tgz", + "integrity": "sha512-8dG4H5ujfvFiqDmVu9fQ5bOHUC15JMjMY/Zumv26oOvvVJjM67KF8koCWIabKQ1GJIa9r2mMZscBq/TbdOcmNA==", "dev": true }, "uuid": { - "version": "3.3.2", - "resolved": "https://registry.npmjs.org/uuid/-/uuid-3.3.2.tgz", - "integrity": "sha512-yXJmeNaw3DnnKAOKJE51sL/ZaYfWJRl1pK9dr19YFCu0ObS231AB1/LbqTKRAQ5kw8A90rA6fr4riOUpTZvQZA==", + "version": "3.4.0", + "resolved": "https://registry.npmjs.org/uuid/-/uuid-3.4.0.tgz", + "integrity": "sha512-HjSDRw6gZE5JMggctHBcjVak08+KEVhSIiDzFnT9S9aegmp85S/bReBVTb4QTFaRNptJ9kuYaNhnbNEOkbKb/A==", "dev": true } } diff --git a/package.json b/package.json index 632d4d2d..4581750c 100644 --- a/package.json +++ b/package.json @@ -65,7 +65,7 @@ "babel-plugin-transform-es2015-modules-umd": "^6.24.1", "babel-preset-env": "^1.7.0", "chai": "^4.1.2", - "codecov": "^3.2.0", + "codecov": "^3.6.5", "eslint": "^5.15.1", "eslint-config-airbnb-base": "^13.1.0", "eslint-plugin-import": "^2.16.0", From d326a23a9503c751becb9a5b44a9238df5c29354 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Sun, 19 Jul 2020 16:35:11 +0000 Subject: [PATCH 84/96] Bump handlebars from 4.0.10 to 4.7.6 Bumps [handlebars](https://github.com/wycats/handlebars.js) from 4.0.10 to 4.7.6. - [Release notes](https://github.com/wycats/handlebars.js/releases) - [Changelog](https://github.com/handlebars-lang/handlebars.js/blob/master/release-notes.md) - [Commits](https://github.com/wycats/handlebars.js/compare/v4.0.10...v4.7.6) Signed-off-by: dependabot[bot] --- package-lock.json | 216 ++++++++-------------------------------------- 1 file changed, 38 insertions(+), 178 deletions(-) diff --git a/package-lock.json b/package-lock.json index f7fbee42..ec533528 100644 --- a/package-lock.json +++ b/package-lock.json @@ -429,18 +429,6 @@ "integrity": "sha512-DCRfO/4nQ+89p/RK43i8Ezd41EqdGIU4ld7nGF8OQ14oc/we5rEntLCUa7+jrn3nn83BosfwZA0wb4pon2o8iQ==", "dev": true }, - "align-text": { - "version": "0.1.4", - "resolved": "https://registry.npmjs.org/align-text/-/align-text-0.1.4.tgz", - "integrity": "sha1-DNkKVhCT810KmSVsIrcGlDP60Rc=", - "dev": true, - "optional": true, - "requires": { - "kind-of": "^3.0.2", - "longest": "^1.0.1", - "repeat-string": "^1.5.2" - } - }, "ansi-regex": { "version": "2.1.1", "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-2.1.1.tgz", @@ -2789,13 +2777,6 @@ "integrity": "sha512-tWnkwu9YEq2uzlBDI4RcLn8jrFvF9AOi8PxDNU3hZZjJcjkcRAq3vCI+vZcg1SuxISDYe86k9VZFwAxDiJGoAw==", "dev": true }, - "camelcase": { - "version": "1.2.1", - "resolved": "https://registry.npmjs.org/camelcase/-/camelcase-1.2.1.tgz", - "integrity": "sha1-m7UwTS4LVmmLLHWLCKPqqdqlijk=", - "dev": true, - "optional": true - }, "caniuse-lite": { "version": "1.0.30000948", "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30000948.tgz", @@ -2809,17 +2790,6 @@ "dev": true, "optional": true }, - "center-align": { - "version": "0.1.3", - "resolved": "https://registry.npmjs.org/center-align/-/center-align-0.1.3.tgz", - "integrity": "sha1-qg0yYptu6XIgBBHL1EYckHvCt60=", - "dev": true, - "optional": true, - "requires": { - "align-text": "^0.1.3", - "lazy-cache": "^1.0.3" - } - }, "chai": { "version": "4.1.2", "resolved": "https://registry.npmjs.org/chai/-/chai-4.1.2.tgz", @@ -2940,27 +2910,6 @@ "integrity": "sha1-/xnt6Kml5XkyQUewwR8PvLq+1jk=", "dev": true }, - "cliui": { - "version": "2.1.0", - "resolved": "https://registry.npmjs.org/cliui/-/cliui-2.1.0.tgz", - "integrity": "sha1-S0dXYP+AJkx2LDoXGQMukcf+oNE=", - "dev": true, - "optional": true, - "requires": { - "center-align": "^0.1.1", - "right-align": "^0.1.1", - "wordwrap": "0.0.2" - }, - "dependencies": { - "wordwrap": { - "version": "0.0.2", - "resolved": "https://registry.npmjs.org/wordwrap/-/wordwrap-0.0.2.tgz", - "integrity": "sha1-t5Zpu0LstAn4PVg8rVLKF+qhZD8=", - "dev": true, - "optional": true - } - } - }, "code-point-at": { "version": "1.1.0", "resolved": "https://registry.npmjs.org/code-point-at/-/code-point-at-1.1.0.tgz", @@ -4955,22 +4904,42 @@ "dev": true }, "handlebars": { - "version": "4.0.10", - "resolved": "https://registry.npmjs.org/handlebars/-/handlebars-4.0.10.tgz", - "integrity": "sha1-PTDHGLCaPZbyPqTMH0A8TTup/08=", + "version": "4.7.6", + "resolved": "https://registry.npmjs.org/handlebars/-/handlebars-4.7.6.tgz", + "integrity": "sha512-1f2BACcBfiwAfStCKZNrUCgqNZkGsAT7UM3kkYtXuLo0KnaVfjKOyf7PRzB6++aK9STyT1Pd2ZCPe3EGOXleXA==", "dev": true, "requires": { - "async": "^1.4.0", - "optimist": "^0.6.1", - "source-map": "^0.4.4", - "uglify-js": "^2.6" + "minimist": "^1.2.5", + "neo-async": "^2.6.0", + "source-map": "^0.6.1", + "uglify-js": "^3.1.4", + "wordwrap": "^1.0.0" }, "dependencies": { + "minimist": { + "version": "1.2.5", + "resolved": "https://registry.npmjs.org/minimist/-/minimist-1.2.5.tgz", + "integrity": "sha512-FM9nNUYrRBAELZQT3xeZQ7fmMOBg6nWNmJKTcgsJeaLstP/UODVpGsr5OhXhhXg6f+qtJ8uiZ+PUxkDWcgIXLw==", + "dev": true + }, + "neo-async": { + "version": "2.6.2", + "resolved": "https://registry.npmjs.org/neo-async/-/neo-async-2.6.2.tgz", + "integrity": "sha512-Yd3UES5mWCSqR+qNT93S3UoYUkqAZ9lLg8a7g9rimsWmYGK8cVToA4/sF3RrshdyV3sAGMXVUmpMYOw+dLpOuw==", + "dev": true + }, "source-map": { - "version": "0.4.4", - "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.4.4.tgz", - "integrity": "sha1-66T12pwNyZneaAMti092FzZSA2s=", + "version": "0.6.1", + "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.6.1.tgz", + "integrity": "sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==", "dev": true + }, + "uglify-js": { + "version": "3.10.0", + "resolved": "https://registry.npmjs.org/uglify-js/-/uglify-js-3.10.0.tgz", + "integrity": "sha512-Esj5HG5WAyrLIdYU74Z3JdG2PxdIusvj6IWHMtlyESxc7kcDz7zYlYjpnSokn1UbpV0d/QX9fan7gkCNd/9BQA==", + "dev": true, + "optional": true } } }, @@ -6054,13 +6023,6 @@ "is-buffer": "^1.1.5" } }, - "lazy-cache": { - "version": "1.0.4", - "resolved": "https://registry.npmjs.org/lazy-cache/-/lazy-cache-1.0.4.tgz", - "integrity": "sha1-odePw6UEdMuAhF07O24dpJpEbo4=", - "dev": true, - "optional": true - }, "lcid": { "version": "1.0.0", "resolved": "https://registry.npmjs.org/lcid/-/lcid-1.0.0.tgz", @@ -6139,13 +6101,6 @@ "integrity": "sha512-AirXNj15uRIMMPihnkInB4i3NHeb4iBtNg9WRWuK2o31S+ePwwNmDPaTL3o7dTJ+VXNZim7rFs4rxN4YU1oUJw==", "dev": true }, - "longest": { - "version": "1.0.1", - "resolved": "https://registry.npmjs.org/longest/-/longest-1.0.1.tgz", - "integrity": "sha1-MKCy2jj3N3DoKUoNIuZiXtd9AJc=", - "dev": true, - "optional": true - }, "loose-envify": { "version": "1.3.1", "resolved": "https://registry.npmjs.org/loose-envify/-/loose-envify-1.3.1.tgz", @@ -6852,7 +6807,6 @@ "align-text": { "version": "0.1.4", "bundled": true, - "dev": true, "optional": true, "requires": { "kind-of": "^3.0.2", @@ -6862,8 +6816,7 @@ }, "amdefine": { "version": "1.0.1", - "bundled": true, - "dev": true + "bundled": true }, "ansi-regex": { "version": "2.1.1", @@ -6920,8 +6873,7 @@ }, "async": { "version": "1.5.2", - "bundled": true, - "dev": true + "bundled": true }, "atob": { "version": "2.1.1", @@ -7144,13 +7096,11 @@ "camelcase": { "version": "1.2.1", "bundled": true, - "dev": true, "optional": true }, "center-align": { "version": "0.1.3", "bundled": true, - "dev": true, "optional": true, "requires": { "align-text": "^0.1.3", @@ -7193,7 +7143,6 @@ "cliui": { "version": "2.1.0", "bundled": true, - "dev": true, "optional": true, "requires": { "center-align": "^0.1.1", @@ -7204,7 +7153,6 @@ "wordwrap": { "version": "0.0.2", "bundled": true, - "dev": true, "optional": true } } @@ -7277,8 +7225,7 @@ }, "decamelize": { "version": "1.2.0", - "bundled": true, - "dev": true + "bundled": true }, "decode-uri-component": { "version": "0.2.0", @@ -7606,27 +7553,6 @@ "bundled": true, "dev": true }, - "handlebars": { - "version": "4.0.11", - "bundled": true, - "dev": true, - "requires": { - "async": "^1.4.0", - "optimist": "^0.6.1", - "source-map": "^0.4.4", - "uglify-js": "^2.6" - }, - "dependencies": { - "source-map": { - "version": "0.4.4", - "bundled": true, - "dev": true, - "requires": { - "amdefine": ">=0.0.4" - } - } - } - }, "has-ansi": { "version": "2.0.0", "bundled": true, @@ -7721,8 +7647,7 @@ }, "is-buffer": { "version": "1.1.6", - "bundled": true, - "dev": true + "bundled": true }, "is-builtin-module": { "version": "1.0.0", @@ -7927,7 +7852,6 @@ "kind-of": { "version": "3.2.2", "bundled": true, - "dev": true, "requires": { "is-buffer": "^1.1.5" } @@ -7935,7 +7859,6 @@ "lazy-cache": { "version": "1.0.4", "bundled": true, - "dev": true, "optional": true }, "lcid": { @@ -7977,7 +7900,6 @@ "longest": { "version": "1.0.1", "bundled": true, - "dev": true, "optional": true }, "loose-envify": { @@ -8088,8 +8010,7 @@ }, "minimist": { "version": "0.0.8", - "bundled": true, - "dev": true + "bundled": true }, "mixin-deep": { "version": "1.3.1", @@ -8225,7 +8146,6 @@ "optimist": { "version": "0.6.1", "bundled": true, - "dev": true, "requires": { "minimist": "~0.0.1", "wordwrap": "~0.0.2" @@ -8416,8 +8336,7 @@ }, "repeat-string": { "version": "1.6.1", - "bundled": true, - "dev": true + "bundled": true }, "repeating": { "version": "2.0.1", @@ -8455,7 +8374,6 @@ "right-align": { "version": "0.1.3", "bundled": true, - "dev": true, "optional": true, "requires": { "align-text": "^0.1.1" @@ -8625,8 +8543,7 @@ }, "source-map": { "version": "0.5.7", - "bundled": true, - "dev": true + "bundled": true }, "source-map-resolve": { "version": "0.5.1", @@ -8816,8 +8733,6 @@ "uglify-js": { "version": "2.8.29", "bundled": true, - "dev": true, - "optional": true, "requires": { "source-map": "~0.5.1", "uglify-to-browserify": "~1.0.0", @@ -8827,7 +8742,6 @@ "yargs": { "version": "3.10.0", "bundled": true, - "dev": true, "optional": true, "requires": { "camelcase": "^1.0.2", @@ -8841,7 +8755,6 @@ "uglify-to-browserify": { "version": "1.0.2", "bundled": true, - "dev": true, "optional": true }, "union-value": { @@ -8957,13 +8870,11 @@ "window-size": { "version": "0.1.0", "bundled": true, - "dev": true, "optional": true }, "wordwrap": { "version": "0.0.3", - "bundled": true, - "dev": true + "bundled": true }, "wrap-ansi": { "version": "2.1.0", @@ -10077,16 +9988,6 @@ "integrity": "sha512-TTlYpa+OL+vMMNG24xSlQGEJ3B/RzEfUlLct7b5G/ytav+wPrplCpVMFuwzXbkecJrb6IYo1iFb0S9v37754mg==", "dev": true }, - "right-align": { - "version": "0.1.3", - "resolved": "https://registry.npmjs.org/right-align/-/right-align-0.1.3.tgz", - "integrity": "sha1-YTObci/mo1FWiSENJOFMlhSGE+8=", - "dev": true, - "optional": true, - "requires": { - "align-text": "^0.1.1" - } - }, "rimraf": { "version": "2.6.2", "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-2.6.2.tgz", @@ -11298,40 +11199,6 @@ "integrity": "sha512-uRdSdu1oA1rncCQL7sCj8vSyZkgtL7faaw9Tc9rZ3mGgraQ7+Pdx7w5mnOSF3gw9ZNG6oc+KXfkon3bKuROm0g==", "dev": true }, - "uglify-js": { - "version": "2.8.29", - "resolved": "https://registry.npmjs.org/uglify-js/-/uglify-js-2.8.29.tgz", - "integrity": "sha1-KcVzMUgFe7Th913zW3qcty5qWd0=", - "dev": true, - "optional": true, - "requires": { - "source-map": "~0.5.1", - "uglify-to-browserify": "~1.0.0", - "yargs": "~3.10.0" - }, - "dependencies": { - "yargs": { - "version": "3.10.0", - "resolved": "https://registry.npmjs.org/yargs/-/yargs-3.10.0.tgz", - "integrity": "sha1-9+572FfdfB0tOMDnTvvWgdFDH9E=", - "dev": true, - "optional": true, - "requires": { - "camelcase": "^1.0.2", - "cliui": "^2.1.0", - "decamelize": "^1.0.0", - "window-size": "0.1.0" - } - } - } - }, - "uglify-to-browserify": { - "version": "1.0.2", - "resolved": "https://registry.npmjs.org/uglify-to-browserify/-/uglify-to-browserify-1.0.2.tgz", - "integrity": "sha1-bgkk1r2mta/jSeOabWMoUKD4grc=", - "dev": true, - "optional": true - }, "uid-number": { "version": "0.0.6", "resolved": "https://registry.npmjs.org/uid-number/-/uid-number-0.0.6.tgz", @@ -13205,13 +13072,6 @@ "string-width": "^1.0.2 || 2" } }, - "window-size": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/window-size/-/window-size-0.1.0.tgz", - "integrity": "sha1-VDjNLqk7IC76Ohn+iIeu58lPnJ0=", - "dev": true, - "optional": true - }, "wordwrap": { "version": "1.0.0", "resolved": "https://registry.npmjs.org/wordwrap/-/wordwrap-1.0.0.tgz", From a0d4200b6ab04714c610db39db0341089581634c Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Sun, 19 Jul 2020 17:50:31 +0000 Subject: [PATCH 85/96] Bump fstream from 1.0.11 to 1.0.12 Bumps [fstream](https://github.com/npm/fstream) from 1.0.11 to 1.0.12. - [Release notes](https://github.com/npm/fstream/releases) - [Commits](https://github.com/npm/fstream/compare/v1.0.11...v1.0.12) Signed-off-by: dependabot[bot] --- package-lock.json | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/package-lock.json b/package-lock.json index 49a4e2d4..3047e6c4 100644 --- a/package-lock.json +++ b/package-lock.json @@ -4737,9 +4737,9 @@ } }, "fstream": { - "version": "1.0.11", - "resolved": "https://registry.npmjs.org/fstream/-/fstream-1.0.11.tgz", - "integrity": "sha1-XB+x8RdHcRTwYyoOtLcbPLD9MXE=", + "version": "1.0.12", + "resolved": "https://registry.npmjs.org/fstream/-/fstream-1.0.12.tgz", + "integrity": "sha512-WvJ193OHa0GHPEL+AycEJgxvBEwyfRkN1vhjca23OaPVMCaLCXTd5qAu82AjTcgP1UJmytkOKb63Ypde7raDIg==", "dev": true, "optional": true, "requires": { From 22eb236fcb461076198b47c8c37f8f34b31c6e82 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Sun, 19 Jul 2020 17:50:33 +0000 Subject: [PATCH 86/96] Bump js-yaml from 3.10.0 to 3.13.1 Bumps [js-yaml](https://github.com/nodeca/js-yaml) from 3.10.0 to 3.13.1. - [Release notes](https://github.com/nodeca/js-yaml/releases) - [Changelog](https://github.com/nodeca/js-yaml/blob/master/CHANGELOG.md) - [Commits](https://github.com/nodeca/js-yaml/compare/3.10.0...3.13.1) Signed-off-by: dependabot[bot] --- package-lock.json | 28 +++------------------------- 1 file changed, 3 insertions(+), 25 deletions(-) diff --git a/package-lock.json b/package-lock.json index 49a4e2d4..531f4552 100644 --- a/package-lock.json +++ b/package-lock.json @@ -2959,18 +2959,6 @@ "js-yaml": "3.13.1", "teeny-request": "6.0.1", "urlgrey": "0.4.4" - }, - "dependencies": { - "js-yaml": { - "version": "3.13.1", - "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-3.13.1.tgz", - "integrity": "sha512-YfbcO7jXDdyj0DGxYVSlSeQNHbD7XPWvrVWeVUujrQEoZzWJIRrCPoyk6kL6IAjAG2IolMK4T0hNUe0HOUs5Jw==", - "dev": true, - "requires": { - "argparse": "^1.0.7", - "esprima": "^4.0.0" - } - } } }, "collection-visit": { @@ -3685,16 +3673,6 @@ "integrity": "sha512-cyFDKrqc/YdcWFniJhzI42+AzS+gNwmUzOSFcRCQYwySuBBBy/KjuxWLZ/FHEH6Moq1NizMOBWyTcv8O4OZIMg==", "dev": true }, - "js-yaml": { - "version": "3.12.2", - "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-3.12.2.tgz", - "integrity": "sha512-QHn/Lh/7HhZ/Twc7vJYQTkjuCa0kaCcDcjK5Zlk2rvnUpy7DxMJ23+Jc2dcyvltwQVg1nygAVlB2oRDFHoRS5Q==", - "dev": true, - "requires": { - "argparse": "^1.0.7", - "esprima": "^4.0.0" - } - }, "ms": { "version": "2.1.1", "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.1.tgz", @@ -5986,9 +5964,9 @@ "dev": true }, "js-yaml": { - "version": "3.10.0", - "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-3.10.0.tgz", - "integrity": "sha512-O2v52ffjLa9VeM43J4XocZE//WT9N0IiwDa3KSHH7Tu8CtH+1qM8SIZvnsTh6v+4yFy5KUY3BHUVwjpfAWsjIA==", + "version": "3.13.1", + "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-3.13.1.tgz", + "integrity": "sha512-YfbcO7jXDdyj0DGxYVSlSeQNHbD7XPWvrVWeVUujrQEoZzWJIRrCPoyk6kL6IAjAG2IolMK4T0hNUe0HOUs5Jw==", "dev": true, "requires": { "argparse": "^1.0.7", From 39ac47367413a3cfbfba100dca7ef95b4d537b12 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 21 Jul 2020 12:36:09 +0000 Subject: [PATCH 87/96] Bump codecov from 3.6.5 to 3.7.1 Bumps [codecov](https://github.com/codecov/codecov-node) from 3.6.5 to 3.7.1. - [Release notes](https://github.com/codecov/codecov-node/releases) - [Commits](https://github.com/codecov/codecov-node/compare/v3.6.5...v3.7.1) Signed-off-by: dependabot[bot] --- package-lock.json | 6 +++--- package.json | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/package-lock.json b/package-lock.json index 49a4e2d4..0c8cc611 100644 --- a/package-lock.json +++ b/package-lock.json @@ -2949,9 +2949,9 @@ "dev": true }, "codecov": { - "version": "3.6.5", - "resolved": "https://registry.npmjs.org/codecov/-/codecov-3.6.5.tgz", - "integrity": "sha512-v48WuDMUug6JXwmmfsMzhCHRnhUf8O3duqXvltaYJKrO1OekZWpB/eH6iIoaxMl8Qli0+u3OxptdsBOYiD7VAQ==", + "version": "3.7.1", + "resolved": "https://registry.npmjs.org/codecov/-/codecov-3.7.1.tgz", + "integrity": "sha512-JHWxyPTkMLLJn9SmKJnwAnvY09kg2Os2+Ux+GG7LwZ9g8gzDDISpIN5wAsH1UBaafA/yGcd3KofMaorE8qd6Lw==", "dev": true, "requires": { "argv": "0.0.2", diff --git a/package.json b/package.json index 4581750c..1083baa5 100644 --- a/package.json +++ b/package.json @@ -65,7 +65,7 @@ "babel-plugin-transform-es2015-modules-umd": "^6.24.1", "babel-preset-env": "^1.7.0", "chai": "^4.1.2", - "codecov": "^3.6.5", + "codecov": "^3.7.1", "eslint": "^5.15.1", "eslint-config-airbnb-base": "^13.1.0", "eslint-plugin-import": "^2.16.0", From ebe7e382e5f893dd5460eeceb0c2789039e173c1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 30 Jul 2020 00:56:11 +0000 Subject: [PATCH 88/96] Bump elliptic from 6.4.1 to 6.5.3 Bumps [elliptic](https://github.com/indutny/elliptic) from 6.4.1 to 6.5.3. - [Release notes](https://github.com/indutny/elliptic/releases) - [Commits](https://github.com/indutny/elliptic/compare/v6.4.1...v6.5.3) Signed-off-by: dependabot[bot] --- package-lock.json | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/package-lock.json b/package-lock.json index 49a4e2d4..cf50baf8 100644 --- a/package-lock.json +++ b/package-lock.json @@ -3467,9 +3467,9 @@ "dev": true }, "elliptic": { - "version": "6.4.1", - "resolved": "https://registry.npmjs.org/elliptic/-/elliptic-6.4.1.tgz", - "integrity": "sha512-BsXLz5sqX8OHcsh7CqBMztyXARmGQ3LWPtGjJi6DiJHq5C/qvi9P3OqgswKSDftbu8+IoI/QDTAm2fFnQ9SZSQ==", + "version": "6.5.3", + "resolved": "https://registry.npmjs.org/elliptic/-/elliptic-6.5.3.tgz", + "integrity": "sha512-IMqzv5wNQf+E6aHeIqATs0tOLeOTwj1QKbRcS3jBbYkl5oLAserA8yJTT7/VyHUYG91PRmPyeQDObKLPpeS4dw==", "dev": true, "requires": { "bn.js": "^4.4.0", From ec961299b2e34d4e1346585e5cf9492a8eae258b Mon Sep 17 00:00:00 2001 From: Loiane Groner <> Date: Mon, 2 Nov 2020 09:32:29 -0500 Subject: [PATCH 89/96] restored chapter 10 examples --- examples/chapter10/01-UsingMinHeap.html | 11 ++++++++++ examples/chapter10/01-UsingMinHeap.js | 27 +++++++++++++++++++++++++ examples/chapter10/02-UsingMaxHeap.html | 11 ++++++++++ examples/chapter10/02-UsingMaxHeap.js | 27 +++++++++++++++++++++++++ examples/chapter10/03-HeapSort.html | 11 ++++++++++ examples/chapter10/03-HeapSort.js | 7 +++++++ examples/index.html | 17 +++++++++------- 7 files changed, 104 insertions(+), 7 deletions(-) create mode 100644 examples/chapter10/01-UsingMinHeap.html create mode 100644 examples/chapter10/01-UsingMinHeap.js create mode 100644 examples/chapter10/02-UsingMaxHeap.html create mode 100644 examples/chapter10/02-UsingMaxHeap.js create mode 100644 examples/chapter10/03-HeapSort.html create mode 100644 examples/chapter10/03-HeapSort.js diff --git a/examples/chapter10/01-UsingMinHeap.html b/examples/chapter10/01-UsingMinHeap.html new file mode 100644 index 00000000..83814ba1 --- /dev/null +++ b/examples/chapter10/01-UsingMinHeap.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter10/01-UsingMinHeap.js b/examples/chapter10/01-UsingMinHeap.js new file mode 100644 index 00000000..59b7753b --- /dev/null +++ b/examples/chapter10/01-UsingMinHeap.js @@ -0,0 +1,27 @@ +const { MinHeap } = PacktDataStructuresAlgorithms; + +let heap = new MinHeap(); + +heap.insert(2); +heap.insert(3); +heap.insert(4); +heap.insert(5); + +heap.insert(2); + +console.log(heap.getAsArray()); + +console.log('Heap size: ', heap.size()); // 5 +console.log('Heap is empty: ', heap.isEmpty()); // false +console.log('Heap min value: ', heap.findMinimum()); // 1 + +heap = new MinHeap(); +for (let i = 1; i < 10; i++) { + heap.insert(i); +} + +console.log(heap.getAsArray()); + +console.log('Extract minimum: ', heap.extract()); // 1 +console.log(heap.getAsArray()); // [2, 4, 3, 8, 5, 6, 7, 9] + diff --git a/examples/chapter10/02-UsingMaxHeap.html b/examples/chapter10/02-UsingMaxHeap.html new file mode 100644 index 00000000..9d573bda --- /dev/null +++ b/examples/chapter10/02-UsingMaxHeap.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter10/02-UsingMaxHeap.js b/examples/chapter10/02-UsingMaxHeap.js new file mode 100644 index 00000000..f1a5b97d --- /dev/null +++ b/examples/chapter10/02-UsingMaxHeap.js @@ -0,0 +1,27 @@ +const { MaxHeap } = PacktDataStructuresAlgorithms; + +const maxHeap = new MaxHeap(); + +maxHeap.insert(2); +maxHeap.insert(3); +maxHeap.insert(4); +maxHeap.insert(5); + +maxHeap.insert(1); + +console.log(maxHeap.getAsArray()); + +console.log('Heap size: ', maxHeap.size()); // 5 +console.log('Heap is empty: ', maxHeap.isEmpty()); // false +console.log('Heap min value: ', maxHeap.findMinimum()); // 5 + +maxHeap.insert(6); +maxHeap.insert(9); +maxHeap.insert(10); +maxHeap.insert(14); + +console.log(maxHeap.getAsArray()); + +console.log('Extract minimum: ', maxHeap.extract()); +console.log(maxHeap.getAsArray()); + diff --git a/examples/chapter10/03-HeapSort.html b/examples/chapter10/03-HeapSort.html new file mode 100644 index 00000000..e52c43f4 --- /dev/null +++ b/examples/chapter10/03-HeapSort.html @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/examples/chapter10/03-HeapSort.js b/examples/chapter10/03-HeapSort.js new file mode 100644 index 00000000..9d9b1ac0 --- /dev/null +++ b/examples/chapter10/03-HeapSort.js @@ -0,0 +1,7 @@ +const { heapSort } = PacktDataStructuresAlgorithms; + +console.log('********** Heap Sort **********'); +const array = [7, 6, 3, 5, 4, 1, 2]; + +console.log('Before sorting: ', array); +console.log('After sorting: ', heapSort(array)); diff --git a/examples/index.html b/examples/index.html index f0fb0263..7e3e6629 100644 --- a/examples/index.html +++ b/examples/index.html @@ -194,15 +194,18 @@
-
-
-
- -
+
+
+
+
-
+ +
From 814a24d11fb013c89661ca5561b05defb56fd61c Mon Sep 17 00:00:00 2001 From: Loiane Groner <> Date: Mon, 2 Nov 2020 09:38:43 -0500 Subject: [PATCH 90/96] updated http-server --- package-lock.json | 7658 +++++++++++++++++---------------------------- package.json | 2 +- 2 files changed, 2812 insertions(+), 4848 deletions(-) diff --git a/package-lock.json b/package-lock.json index fc15231d..5a227f07 100644 --- a/package-lock.json +++ b/package-lock.json @@ -5,25 +5,23 @@ "requires": true, "dependencies": { "@babel/code-frame": { - "version": "7.0.0", - "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.0.0.tgz", - "integrity": "sha512-OfC2uemaknXr87bdLUkWog7nYuliM9Ij5HUcajsVcMCpQrcLmtxRbVFTIqmcSkSeYRBFBRxs2FiUqFJDLdiebA==", + "version": "7.10.4", + "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.10.4.tgz", + "integrity": "sha512-vG6SvB6oYEhvgisZNFRmRCUkLz11c7rp+tbNTynGqc6mS1d5ATd/sGyV6W0KZZnXRKMTzZDRgQT3Ou9jhpAfUg==", "dev": true, "requires": 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++++++++++++++++++++-------------------------- package.json | 2 +- 2 files changed, 82 insertions(+), 105 deletions(-) diff --git a/package-lock.json b/package-lock.json index 5a227f07..0d6fc8d2 100644 --- a/package-lock.json +++ b/package-lock.json @@ -2508,6 +2508,12 @@ "is-symbol": "^1.0.2" } }, + "escalade": { + "version": "3.1.1", + "resolved": "https://registry.npmjs.org/escalade/-/escalade-3.1.1.tgz", + "integrity": "sha512-k0er2gUkLf8O0zKJiAhmkTnJlTvINGv7ygDNPbeIsX/TJjGJZHuh9B2UxbsaEkmlEo9MfhrSzmhIlhRlI2GXnw==", + "dev": true + }, "escape-string-regexp": { "version": "1.0.5", "resolved": "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz", @@ -11255,150 +11261,121 @@ "dev": true }, "yargs": { - "version": "13.2.2", - "resolved": "https://registry.npmjs.org/yargs/-/yargs-13.2.2.tgz", - "integrity": "sha512-WyEoxgyTD3w5XRpAQNYUB9ycVH/PQrToaTXdYXRdOXvEy1l19br+VJsc0vcO8PTGg5ro/l/GY7F/JMEBmI0BxA==", + "version": "16.1.0", + "resolved": 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"sha512-hsRUr4FFrvhhRH12wOdfs38Gy7k2FFzB9qgN9v3aLykRq0dRcdcpz5C9FxdS2NuhOrI/628b/KSTJ3rwHysYSg==", "dev": true }, "yargs-parser": { - "version": "13.1.2", - "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-13.1.2.tgz", - "integrity": "sha512-3lbsNRf/j+A4QuSZfDRA7HRSfWrzO0YjqTJd5kjAq37Zep1CEgaYmrH9Q3GwPiB9cHyd1Y1UwggGhJGoxipbzg==", - "dev": true, - "requires": { - "camelcase": "^5.0.0", - "decamelize": "^1.2.0" - } + "version": "20.2.3", + "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.3.tgz", + "integrity": "sha512-emOFRT9WVHw03QSvN5qor9QQT9+sw5vwxfYweivSMHTcAXPefwVae2FjO7JJjj8hCE4CzPOPeFM83VwT29HCww==", + "dev": true } } }, diff --git a/package.json b/package.json index 99a00f6a..d0ec6c91 100644 --- a/package.json +++ b/package.json @@ -78,7 +78,7 @@ "typescript": "3.3.3333", "webpack": "^4.29.6", "webpack-cli": "3.3.0", - "yargs": "13.2.2" + "yargs": "^16.1.0" }, "dependencies": { "http-server": "^0.12.3" From 99bca3bd11e34e56b9694341b87c04f980d71828 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 10 Dec 2020 20:36:34 +0000 Subject: [PATCH 92/96] Bump ini from 1.3.5 to 1.3.7 Bumps [ini](https://github.com/isaacs/ini) from 1.3.5 to 1.3.7. - [Release notes](https://github.com/isaacs/ini/releases) - [Commits](https://github.com/isaacs/ini/compare/v1.3.5...v1.3.7) Signed-off-by: dependabot[bot] --- package-lock.json | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/package-lock.json b/package-lock.json index 0d6fc8d2..2688dabd 100644 --- a/package-lock.json +++ b/package-lock.json @@ -4012,9 +4012,9 @@ "dev": true }, "ini": { - "version": "1.3.5", - "resolved": "https://registry.npmjs.org/ini/-/ini-1.3.5.tgz", - "integrity": "sha512-RZY5huIKCMRWDUqZlEi72f/lmXKMvuszcMBduliQ3nnWbx9X/ZBQO7DijMEYS9EhHBb2qacRUMtC7svLwe0lcw==", + "version": "1.3.7", + "resolved": "https://registry.npmjs.org/ini/-/ini-1.3.7.tgz", + "integrity": "sha512-iKpRpXP+CrP2jyrxvg1kMUpXDyRUFDWurxbnVT1vQPx+Wz9uCYsMIqYuSBLV+PAaZG/d7kRLKRFc9oDMsH+mFQ==", "dev": true }, "inquirer": { From 6f1d371cfa488c0ca37b5cbb6944a204c1e03f0c Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 19 Apr 2021 16:04:01 +0000 Subject: [PATCH 93/96] Bump ssri from 6.0.1 to 6.0.2 Bumps [ssri](https://github.com/npm/ssri) from 6.0.1 to 6.0.2. - [Release notes](https://github.com/npm/ssri/releases) - [Changelog](https://github.com/npm/ssri/blob/v6.0.2/CHANGELOG.md) - [Commits](https://github.com/npm/ssri/compare/v6.0.1...v6.0.2) Signed-off-by: dependabot[bot] --- package-lock.json | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/package-lock.json b/package-lock.json index 2688dabd..d0f788c5 100644 --- a/package-lock.json +++ b/package-lock.json @@ -9253,9 +9253,9 @@ "dev": true }, "ssri": { - "version": "6.0.1", - "resolved": "https://registry.npmjs.org/ssri/-/ssri-6.0.1.tgz", - "integrity": "sha512-3Wge10hNcT1Kur4PDFwEieXSCMCJs/7WvSACcrMYrNp+b8kDL1/0wJch5Ni2WrtwEa2IO8OsVfeKIciKCDx/QA==", + "version": "6.0.2", + "resolved": "https://registry.npmjs.org/ssri/-/ssri-6.0.2.tgz", + "integrity": "sha512-cepbSq/neFK7xB6A50KHN0xHDotYzq58wWCa5LeWqnPrHG8GzfEjO/4O8kpmcGW+oaxkvhEJCWgbgNk4/ZV93Q==", "dev": true, "requires": { "figgy-pudding": "^3.5.1" From 2b8810cb11178f13e4e857750bf11acd9411b5c1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 6 May 2021 18:57:11 +0000 Subject: [PATCH 94/96] Bump handlebars from 4.0.11 to 4.7.7 Bumps [handlebars](https://github.com/wycats/handlebars.js) from 4.0.11 to 4.7.7. - [Release notes](https://github.com/wycats/handlebars.js/releases) - [Changelog](https://github.com/handlebars-lang/handlebars.js/blob/master/release-notes.md) - [Commits](https://github.com/wycats/handlebars.js/compare/v4.0.11...v4.7.7) Signed-off-by: dependabot[bot] --- package-lock.json | 66 ++++++++--------------------------------------- 1 file changed, 11 insertions(+), 55 deletions(-) diff --git a/package-lock.json b/package-lock.json index 2688dabd..f203ab8d 100644 --- a/package-lock.json +++ b/package-lock.json @@ -3660,9 +3660,9 @@ "dev": true }, "handlebars": { - "version": "4.7.6", - "resolved": "https://registry.npmjs.org/handlebars/-/handlebars-4.7.6.tgz", - "integrity": "sha512-1f2BACcBfiwAfStCKZNrUCgqNZkGsAT7UM3kkYtXuLo0KnaVfjKOyf7PRzB6++aK9STyT1Pd2ZCPe3EGOXleXA==", + "version": "4.7.7", + "resolved": "https://registry.npmjs.org/handlebars/-/handlebars-4.7.7.tgz", + "integrity": "sha512-aAcXm5OAfE/8IXkcZvCepKU3VzW1/39Fb5ZuqMtgI/hT8X2YgoMvBY5dLhq/cpOvw7Lk1nK/UF71aLG/ZnVYRA==", "dev": true, "requires": { "minimist": "^1.2.5", @@ -5343,7 +5343,6 @@ "align-text": { "version": "0.1.4", "bundled": true, - "dev": true, "optional": true, "requires": { "kind-of": "^3.0.2", @@ -5353,8 +5352,7 @@ }, "amdefine": { "version": "1.0.1", - "bundled": true, - "dev": true + "bundled": true }, "ansi-regex": { "version": "2.1.1", @@ -5411,8 +5409,7 @@ }, "async": { "version": "1.5.2", - "bundled": true, - "dev": true + "bundled": true }, "atob": { "version": "2.1.1", @@ -5635,13 +5632,11 @@ "camelcase": { "version": "1.2.1", "bundled": true, - "dev": true, "optional": true }, "center-align": { "version": "0.1.3", "bundled": true, - "dev": true, "optional": true, "requires": { "align-text": "^0.1.3", @@ -5684,7 +5679,6 @@ "cliui": { "version": "2.1.0", "bundled": true, - "dev": true, "optional": true, "requires": { "center-align": "^0.1.1", @@ -5695,7 +5689,6 @@ "wordwrap": { "version": "0.0.2", "bundled": true, - "dev": true, "optional": true } } @@ -5768,8 +5761,7 @@ }, "decamelize": { "version": "1.2.0", - "bundled": true, - "dev": true + "bundled": true }, "decode-uri-component": { "version": "0.2.0", @@ -6097,27 +6089,6 @@ "bundled": true, "dev": true }, - "handlebars": { - "version": "4.0.11", - "bundled": true, - "dev": true, - "requires": { - "async": "^1.4.0", - "optimist": "^0.6.1", - "source-map": "^0.4.4", - "uglify-js": "^2.6" - }, - "dependencies": { - "source-map": { - "version": "0.4.4", - "bundled": true, - "dev": true, - "requires": { - "amdefine": ">=0.0.4" - } - } - } - }, "has-ansi": { "version": "2.0.0", "bundled": true, @@ -6212,8 +6183,7 @@ }, "is-buffer": { "version": "1.1.6", - "bundled": true, - "dev": true + "bundled": true }, "is-builtin-module": { "version": "1.0.0", @@ -6418,7 +6388,6 @@ "kind-of": { "version": "3.2.2", "bundled": true, - "dev": true, "requires": { "is-buffer": "^1.1.5" } @@ -6426,7 +6395,6 @@ "lazy-cache": { "version": "1.0.4", "bundled": true, - "dev": true, "optional": true }, "lcid": { @@ -6473,7 +6441,6 @@ "longest": { "version": "1.0.1", "bundled": true, - "dev": true, "optional": true }, "loose-envify": { @@ -6584,8 +6551,7 @@ }, "minimist": { "version": "0.0.8", - "bundled": true, - "dev": true + "bundled": true }, "mixin-deep": { "version": "1.3.1", @@ -6721,7 +6687,6 @@ "optimist": { "version": "0.6.1", "bundled": true, - "dev": true, "requires": { "minimist": "~0.0.1", "wordwrap": "~0.0.2" @@ -6912,8 +6877,7 @@ }, "repeat-string": { "version": "1.6.1", - "bundled": true, - "dev": true + "bundled": true }, "repeating": { "version": "2.0.1", @@ -6951,7 +6915,6 @@ "right-align": { "version": "0.1.3", "bundled": true, - "dev": true, "optional": true, "requires": { "align-text": "^0.1.1" @@ -7121,8 +7084,7 @@ }, "source-map": { "version": "0.5.7", - "bundled": true, - "dev": true + "bundled": true }, "source-map-resolve": { "version": "0.5.1", @@ -7312,8 +7274,6 @@ "uglify-js": { "version": "2.8.29", "bundled": true, - "dev": true, - "optional": true, "requires": { "source-map": "~0.5.1", "uglify-to-browserify": "~1.0.0", @@ -7323,7 +7283,6 @@ "yargs": { "version": "3.10.0", "bundled": true, - "dev": true, "optional": true, "requires": { "camelcase": "^1.0.2", @@ -7337,7 +7296,6 @@ "uglify-to-browserify": { "version": "1.0.2", "bundled": true, - "dev": true, "optional": true }, "union-value": { @@ -7453,13 +7411,11 @@ "window-size": { "version": "0.1.0", "bundled": true, - "dev": true, "optional": true }, "wordwrap": { "version": "0.0.3", - "bundled": true, - "dev": true + "bundled": true }, "wrap-ansi": { "version": "2.1.0", From f66914c952a4cadc6468848db7ec069d37e8076d Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 7 May 2021 02:23:43 +0000 Subject: [PATCH 95/96] Bump lodash from 4.17.10 to 4.17.21 Bumps [lodash](https://github.com/lodash/lodash) from 4.17.10 to 4.17.21. - [Release notes](https://github.com/lodash/lodash/releases) - [Commits](https://github.com/lodash/lodash/compare/4.17.10...4.17.21) Signed-off-by: dependabot[bot] --- package-lock.json | 11 +++-------- 1 file changed, 3 insertions(+), 8 deletions(-) diff --git a/package-lock.json b/package-lock.json index 2688dabd..01f787bd 100644 --- a/package-lock.json +++ b/package-lock.json @@ -4626,9 +4626,9 @@ } }, "lodash": { - "version": "4.17.20", - "resolved": "https://registry.npmjs.org/lodash/-/lodash-4.17.20.tgz", - "integrity": "sha512-PlhdFcillOINfeV7Ni6oF1TAEayyZBoZ8bcshTHqOYJYlrqzRK5hagpagky5o4HfCzzd1TRkXPMFq6cKk9rGmA==" + "version": "4.17.21", + "resolved": "https://registry.npmjs.org/lodash/-/lodash-4.17.21.tgz", + "integrity": "sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==" }, "lodash.isfunction": { "version": "3.0.9", @@ -6465,11 +6465,6 @@ } } }, - "lodash": { - "version": "4.17.10", - "bundled": true, - "dev": true - }, "longest": { "version": "1.0.1", "bundled": true, From b2dffee2d6ca80a41cca7389cef93094dde60025 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Sun, 9 May 2021 12:18:34 +0000 Subject: [PATCH 96/96] Bump hosted-git-info from 2.6.0 to 2.8.9 Bumps [hosted-git-info](https://github.com/npm/hosted-git-info) from 2.6.0 to 2.8.9. - [Release notes](https://github.com/npm/hosted-git-info/releases) - [Changelog](https://github.com/npm/hosted-git-info/blob/v2.8.9/CHANGELOG.md) - [Commits](https://github.com/npm/hosted-git-info/compare/v2.6.0...v2.8.9) Signed-off-by: dependabot[bot] --- package-lock.json | 11 +++-------- 1 file changed, 3 insertions(+), 8 deletions(-) diff --git a/package-lock.json b/package-lock.json index 2688dabd..79584d7e 100644 --- a/package-lock.json +++ b/package-lock.json @@ -3846,9 +3846,9 @@ } }, "hosted-git-info": { - "version": "2.8.8", - "resolved": "https://registry.npmjs.org/hosted-git-info/-/hosted-git-info-2.8.8.tgz", - "integrity": "sha512-f/wzC2QaWBs7t9IYqB4T3sR1xviIViXJRJTWBlx2Gf3g0Xi5vI7Yy4koXQ1c9OYDGHN9sBy1DQ2AB8fqZBWhUg==", + "version": "2.8.9", + "resolved": "https://registry.npmjs.org/hosted-git-info/-/hosted-git-info-2.8.9.tgz", + "integrity": "sha512-mxIDAb9Lsm6DoOJ7xH+5+X4y1LU/4Hi50L9C5sIswK3JzULS4bwk1FvjdBgvYR4bzT4tuUQiC15FE2f5HbLvYw==", "dev": true }, "http-proxy": { @@ -6160,11 +6160,6 @@ } } }, - "hosted-git-info": { - "version": "2.6.0", - "bundled": true, - "dev": true - }, "imurmurhash": { "version": "0.1.4", "bundled": true,