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Added Introsort Implementation in JS. (#267)
* Feature: Added IntroSort in JS Closes #265 * updating DIRECTORY.md Co-authored-by: github-actions <${GITHUB_ACTOR}@users.noreply.github.com>
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Lakhan Nad
@ -102,6 +102,7 @@
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* [HeapSort](https://github.com/TheAlgorithms/Javascript/blob/master/Sorts/HeapSort.js)
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* [HeapSortV2](https://github.com/TheAlgorithms/Javascript/blob/master/Sorts/HeapSortV2.js)
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* [InsertionSort](https://github.com/TheAlgorithms/Javascript/blob/master/Sorts/InsertionSort.js)
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* [IntroSort](https://github.com/TheAlgorithms/Javascript/blob/master/Sorts/IntroSort.js)
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* [MergeSort](https://github.com/TheAlgorithms/Javascript/blob/master/Sorts/MergeSort.js)
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* [QuickSort](https://github.com/TheAlgorithms/Javascript/blob/master/Sorts/QuickSort.js)
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* [RadixSort](https://github.com/TheAlgorithms/Javascript/blob/master/Sorts/RadixSort.js)
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307
Sorts/IntroSort.js
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307
Sorts/IntroSort.js
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@ -0,0 +1,307 @@
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/**
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* @function Intosort (As implemented in STD C++ Lib)
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* The function performs introsort which is used in
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* C++ Standard LIbrary, the implemntation is inspired from]
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* library routine itself.
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* ALGORITHM:
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* 1) It performs quicksort on array until the recursion depth
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* exceeds a pre determined limit.
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* 2) If the limit is reached it switches to heapsort
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* 3) For array size less than a threshold(16) directly
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* does insertion sort on array
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* @param {Array} array the array to be sorted
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* @param {Function} compare the comparison function
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*
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* @see [Introsort](https://en.wikipedia.org/wiki/Introsort)
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* @author [Lakhan Nad](https://github.com/Lakhan-Nad)
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*/
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function introsort (array, compare) {
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/**
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* @function Default Comparison Function
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* This function is same as implemented by
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* Array.sort method
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* @see [StackOverflow](https://stackoverflow.com/questions/47334234/how-to-implement-array-prototype-sort-default-compare-function)
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* @param {*} a variable 1
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* @param {*} b variable 2
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* @returns {Number}
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* -1 if a is less than b
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* 0 if a is equal to b
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* 1 if a greater than b
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*/
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var defaultComparator = function (x, y) {
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if (x === undefined && y === undefined) return 0
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if (x === undefined) return 1
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if (y === undefined) return -1
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var xString = toString(x)
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var yString = toString(y)
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if (xString < yString) return -1
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if (xString > yString) return 1
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return 0
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}
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/**
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* @function helper function for defaultComparator
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* Converts a given object to String
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* @throws TypeError()
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* @param {Object} obj
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* @returns {String} String representation of given object
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*/
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var toString = function (obj) {
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if (obj === null) return 'null'
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if (typeof obj === 'boolean' || typeof obj === 'number') {
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return obj.toString()
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}
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if (typeof obj === 'string') return obj
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if (typeof obj === 'symbol') throw new TypeError()
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return obj.toString()
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}
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/**
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* Checks if the value passed is an array
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* or not
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*/
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if (Array.isArray(array) === false) {
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return
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}
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/**
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* If the compare parameter is not a function
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* or not passed at all use default comparator
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* function
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*/
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if (typeof compare !== 'function') {
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compare = defaultComparator // If compare is not a comparator function
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}
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/**
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* Use a closure to define the whole sort
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* implementation this is done through
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* [IIFE](https://en.wikipedia.org/wiki/Immediately_invoked_function_expression)
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*/
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return (function (array, comparator) {
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var swap = function (index1, index2) {
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var temp = array[index1]
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array[index1] = array[index2]
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array[index2] = temp
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}
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/**
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* @constant THRESHOLD
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* If the length of array is less than
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* this then we simply perform insertion sort
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*/
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var THRESHOLD = 16
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/**
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* @constant TUNEMAXDEPTH
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* Constant usec to increase or decrease value
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* of maxDepth
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*/
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var TUNEMAXDEPTH = 1
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var len = array.length
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/**
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* Return if array is only of length 1
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* Array of size 1 is always sorted
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*/
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if (len === 1) {
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return
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}
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/**
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* Calculate maxDepth = log2(len)
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* Taken from implementation in stdc++
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*/
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var maxDepth = Math.floor(Math.log2(len)) * TUNEMAXDEPTH
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/**
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* The very first call to quicksort
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* this initiates sort routine
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*/
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quickSort(0, len, maxDepth)
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/**
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* A final checlk call to insertion sort
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* on sorted array
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*/
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insertionSort(0, len)
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/** ********************* Implementation of various routines **************************/
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/**
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* @function
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* This is recursive quicksort implementation in array
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* of segment [start,last-1]
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* [QuickSort](https://en.wikipedia.org/wiki/Quicksort)
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* @param {Number} start the start index of array segment to be sorted
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* @param {Number} last one more than the last index of array segment
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* @param {Number} depth this measures how many recursive calls are done
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*/
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function quickSort (start, last, depth) {
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if (last - start <= THRESHOLD) {
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insertionSort(start, last)
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return
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} else if (depth <= 0) {
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heapSort(start, last)
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return
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}
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var pivot = (last + start) >> 1
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pivot = partition(start, last, pivot)
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quickSort(start, pivot, depth - 1)
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quickSort(pivot + 1, last, depth - 1)
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}
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/**
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* @function Helper function to quicksort
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* @param {Number} start the start of array segment to partitiion
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* @param {Number} last one more than last index of the array segment
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* @param {Number} pivot the index of pivot to be used
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* @returns {Number} the index of pivot after partition
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*/
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function partition (start, last, pivot) {
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swap(start, pivot)
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pivot = start
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var lo = start
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var hi = last
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while (true) {
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lo++
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while (comparator(array[lo], array[pivot]) <= 0 && lo !== last) {
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lo++
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}
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hi--
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while (comparator(array[hi], array[pivot]) > 0 && hi !== start) {
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hi--
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}
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if (lo >= hi) {
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break
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}
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swap(lo, hi)
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}
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swap(start, hi)
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return hi
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}
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/**
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* @function
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* Performs insertion sort on array of range
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* [start, last-1]
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* @param {Number} start the first index of array segment to be sorted
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* @param {Number} last one more than last index of array to be sorted
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*/
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function insertionSort (start, last) {
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var i, j
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for (i = start + 1; i < last; i++) {
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j = i - 1
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while (j >= 0 && comparator(array[j], array[j + 1]) > 0) {
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swap(j, j + 1)
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j--
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}
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}
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}
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/**
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* @function
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* Performs heapsort in array segment of range [start, last-1]
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* [HeapSort](https://en.wikipedia.org/wiki/Heapsort)
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* @param {Number} start the first index of array segment to be sorted
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* @param {Number} last one more than last index of array to be sorted
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*/
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function heapSort (start, last) {
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var x = (last + start) >> 1
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while (x - start >= 0) {
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heapify(x, start, last)
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x--
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}
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x = last - 1
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while (x - start > 0) {
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swap(start, x)
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heapify(start, start, x)
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x--
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}
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}
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/**
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* @function Helper function to heapsort routine
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* @param {Number} cur the index we need to heapify
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* @param {Number} start the start index of array segment that cur belongs to
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* @param {Number} last one more than last index of segment that cur belongs to
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*/
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function heapify (cur, start, last) {
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var size = last - start
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var max, lt, rt
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cur = cur - start
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while (true) {
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max = cur
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lt = 2 * max + 1
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rt = 2 * max + 2
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if (
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lt < size &&
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comparator(array[start + max], array[start + lt]) < 0
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) {
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max = lt
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}
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if (
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rt < size &&
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comparator(array[start + max], array[start + rt]) < 0
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) {
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max = rt
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}
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if (max !== cur) {
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swap(start + cur, start + max)
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cur = max
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} else {
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break
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}
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}
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}
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})(array, compare)
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}
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/**
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* @example Demo run of the sort routine
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* The data is randomly generated
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* Prints RIGHT:) if the sort routine worked as expected
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* If not prints WRONG!!
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*/
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(function demo () {
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const data = []
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const size = 1000000
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var i = 0
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var temp
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var c = function (a, b) {
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return a - b
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}
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for (i = 0; i < size; i++) {
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temp = Math.random() * Number.MAX_SAFE_INTEGER
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data.push(temp)
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}
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introsort(data, c)
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var faulty = false
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for (i = 1; i < size; i++) {
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if (data[i] < data[i - 1]) {
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faulty = true
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break
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}
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}
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if (faulty) {
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console.log('WRONG!!')
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} else {
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console.log('RIGHT:)')
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}
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})();
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/**
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* @example Demo run of the sort routine
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* using the default compare function and
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* comparing the results with Array.sort
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*/
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(function demo () {
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const data = []
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const data2 = []
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const size = 1000000
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var i = 0
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var temp
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for (i = 0; i < size; i++) {
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temp = Math.random() * Number.MAX_SAFE_INTEGER
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data.push(temp)
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data2.push(temp)
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}
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introsort(data)
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data2.sort()
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var faulty = false
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for (i = 1; i < size; i++) {
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if (data[i] !== data2[i]) {
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faulty = true
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break
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}
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}
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if (faulty) {
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console.log('WRONG Implented Comparator!!')
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} else {
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console.log('Comparator Works Fine:)')
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}
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})()
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