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some sort algorithms
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// The MIT License (MIT) | |
// Copyright (c) 2017 Oleksii Rudenko | |
// Permission is hereby granted, free of charge, to any person obtaining a copy | |
// of this software and associated documentation files (the "Software"), to deal | |
// in the Software without restriction, including without limitation the rights | |
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
// copies of the Software, and to permit persons to whom the Software is | |
// furnished to do so, subject to the following conditions: | |
// The above copyright notice and this permission notice shall be included in all | |
// copies or substantial portions of the Software. | |
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | |
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | |
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | |
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | |
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | |
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | |
// SOFTWARE. | |
const assert = require('assert'); | |
/** | |
* Simple bubble sort, O(n^2) | |
*/ | |
function bubbleSort(data) { | |
for (var i = 0; i < data.length; i++) { | |
for (var j = 0; j < data.length; j++) { | |
if (data[j - 1] > data[j]) { | |
swap(data, j - 1, j); | |
} | |
} | |
} | |
return data; | |
} | |
// test | |
assert.deepEqual(bubbleSort([]), []); | |
assert.deepEqual(bubbleSort([2, 1]), [1, 2]); | |
assert.deepEqual(bubbleSort([1, 2, 6, 5]), [1, 2, 5, 6]); | |
/** | |
* Simple bubble sort optimize, O(n^2) | |
*/ | |
function bubbleSortOpt(data) { | |
var n = data.length; | |
do { | |
var swapped = false; | |
for (var i = 1; i < n; i++) { | |
if (data[i - 1] > data[i]) { | |
swap(data, i - 1, i); | |
swapped = true; | |
} | |
} | |
n--; | |
} while (n > 0); | |
return data; | |
} | |
//test | |
assert.deepEqual(bubbleSortOpt([]), []); | |
assert.deepEqual(bubbleSortOpt([2, 1]), [1, 2]); | |
assert.deepEqual(bubbleSortOpt([1, 2, 6, 5]), [1, 2, 5, 6]); | |
/** | |
* Insertion sort, O(n^2) | |
*/ | |
function insertionSort(data) { | |
for (var i = 1; i < data.length; i++) { | |
for (var j = i; j > 0 && data[j - 1] > data[j]; j--) { | |
swap(data, j - 1, j); | |
} | |
} | |
return data; | |
} | |
// test | |
assert.deepEqual(insertionSort([]), []); | |
assert.deepEqual(insertionSort([2, 1]), [1, 2]); | |
assert.deepEqual(insertionSort([1, 2, 6, 5]), [1, 2, 5, 6]); | |
/** | |
* Merge-sort, O(n log(n)) | |
*/ | |
function mergeSort(data) { | |
if (data.length <= 1) return data; | |
var left = data.slice(0, data.length / 2); | |
var right = data.slice(data.length / 2); | |
var leftSorted = mergeSort(left); | |
var rightSorted = mergeSort(right); | |
return mergeSort_merge(leftSorted, rightSorted); | |
} | |
function mergeSort_merge(leftSorted, rightSorted) { | |
var result = []; | |
for (var i = 0, j = 0; i < leftSorted.length && j < rightSorted.length; ) { | |
if (leftSorted[i] < rightSorted[j]) { | |
result.push(leftSorted[i++]); | |
} else { | |
result.push(rightSorted[j++]); | |
} | |
} | |
while (i < leftSorted.length) { | |
result.push(leftSorted[i++]); | |
} | |
while (j < rightSorted.length) { | |
result.push(rightSorted[j++]); | |
} | |
return result; | |
} | |
// test | |
assert.deepEqual(mergeSort([]), []); | |
assert.deepEqual(mergeSort([2, 1]), [1, 2]); | |
assert.deepEqual(mergeSort([1, 2, 6, 5]), [1, 2, 5, 6]); | |
/** | |
* Selection sort, O(n^2) | |
*/ | |
function selectonSort(data) { | |
for (var i = 0; i < data.length - 1; i++) { | |
var minI = i; | |
for (var j = i + 1; j < data.length; j++) { | |
if (data[j] < data[minI]) { | |
minI = j; | |
} | |
} | |
swap(data, i, minI); | |
} | |
return data; | |
} | |
// test | |
assert.deepEqual(selectonSort([]), []); | |
assert.deepEqual(selectonSort([2, 1]), [1, 2]); | |
assert.deepEqual(selectonSort([1, 2, 6, 5]), [1, 2, 5, 6]); | |
assert.deepEqual(selectonSort([7, 3, 0, 4, 1, 6, 5, 2]), [ | |
0, | |
1, | |
2, | |
3, | |
4, | |
5, | |
6, | |
7, | |
]); | |
/** | |
* heapsort O(n log(n)) | |
*/ | |
// helpers for complete binary tree | |
function iParent(i) { | |
if (i == 0) return 0; | |
return Math.floor((i - 1) / 2); | |
} | |
function iLeftChild(i) { | |
return 2 * i + 1; | |
} | |
function iRightChild(i) { | |
return 2 * i + 2; | |
} | |
function heapify(data, count) { | |
var start = iParent(count - 1); | |
while (start >= 0) { | |
siftDown(data, start, count - 1); | |
start--; | |
} | |
return data; | |
} | |
function siftDown(data, start, end) { | |
var root = start; | |
while (iLeftChild(root) <= end) { | |
var child = iLeftChild(root); | |
var _swap = root; | |
if (data[_swap] < data[child]) { | |
_swap = child; | |
} | |
if (child + 1 <= end && data[_swap] < data[child + 1]) { | |
_swap = child + 1; | |
} | |
if (_swap === root) { | |
return; | |
} else { | |
swap(data, root, _swap); | |
root = _swap; | |
} | |
} | |
return data; | |
} | |
assert.deepEqual(heapify([2, 3, 1, 4, 5, 6], 6), [6, 5, 2, 4, 3, 1]); | |
/** | |
* heapsort O(n log(n)) | |
*/ | |
function heapsort(data) { | |
var count = data.length; | |
heapify(data, count); | |
var end = count - 1; | |
while (end > 0) { | |
swap(data, end, 0); | |
end = end - 1; | |
siftDown(data, 0, end); | |
} | |
return data; | |
} | |
// test | |
assert.deepEqual(heapsort([]), []); | |
assert.deepEqual(heapsort([2, 1]), [1, 2]); | |
assert.deepEqual(heapsort([1, 2, 6, 5]), [1, 2, 5, 6]); | |
assert.deepEqual(heapsort([1, 3, 3, 8, 10, 2, 6, 5]), [ | |
1, | |
2, | |
3, | |
3, | |
5, | |
6, | |
8, | |
10, | |
]); | |
/** | |
* quicksort, O(n^2) worst | |
*/ | |
function quicksort(data) { | |
_quicksort(data, 0, data.length - 1); | |
return data; | |
} | |
function _quicksort(data, lo, hi) { | |
if (lo < hi) { | |
var p = _partition(data, lo, hi); | |
_quicksort(data, lo, p); | |
_quicksort(data, p + 1, hi); | |
} | |
} | |
function _partition(data, lo, hi) { | |
var pivot = data[lo]; | |
var i = lo - 1; | |
var j = hi + 1; | |
for (;;) { | |
do { | |
i++; | |
} while (data[i] < pivot); | |
do { | |
j--; | |
} while (data[j] > pivot); | |
if (i >= j) { | |
return j; | |
} | |
swap(data, i, j); | |
} | |
} | |
// test | |
assert.deepEqual(quicksort([]), []); | |
assert.deepEqual(quicksort([2, 1]), [1, 2]); | |
assert.deepEqual(quicksort([1, 2, 6, 5]), [1, 2, 5, 6]); | |
assert.deepEqual(quicksort([1, 3, 3, 8, 10, 2, 6, 5]), [ | |
1, | |
2, | |
3, | |
3, | |
5, | |
6, | |
8, | |
10, | |
]); | |
/** | |
* Shell sort, O(n2) (worst known gap sequence), O(n log2n) (best known gap sequence) | |
*/ | |
function shellSort(data) { | |
var len = data.length; | |
for (var gap = Math.floor(len / 2); gap > 0; gap = Math.floor(gap / 2)) { | |
for (var i = gap; i < len; i++) { | |
var temp = data[i]; | |
var j = i; | |
while (j >= gap && data[j - gap] > temp) { | |
data[j] = data[j - gap]; | |
j -= gap; | |
} | |
data[j] = temp; | |
} | |
} | |
return data; | |
} | |
// test | |
assert.deepEqual(shellSort([]), []); | |
assert.deepEqual(shellSort([2, 1]), [1, 2]); | |
assert.deepEqual(shellSort([1, 2, 6, 5]), [1, 2, 5, 6]); | |
assert.deepEqual(shellSort([1, 3, 3, 8, 10, 2, 6, 5]), [ | |
1, | |
2, | |
3, | |
3, | |
5, | |
6, | |
8, | |
10, | |
]); | |
/** | |
* Counting | |
*/ | |
function countingSort(data, k = 11) { | |
var count = []; | |
var output = []; | |
for (var i = 0; i < k; i++) { | |
count.push(0) | |
} | |
for (var i = 0; i < data.length; i++) { | |
const key = data[i]; | |
count[key] += 1; | |
} | |
var total = 0; | |
for (var i = 0; i < k; i++) { | |
const c = count[i]; | |
count[i] = total; | |
total += c; | |
} | |
for (var i = 0; i < data.length; i++) { | |
const key = data[i]; | |
output[count[key]] = key; | |
count[key] += 1; | |
} | |
return output; | |
} | |
// test | |
assert.deepEqual(countingSort([]), []); | |
assert.deepEqual(countingSort([2, 1]), [1, 2]); | |
assert.deepEqual(countingSort([1, 2, 6, 5]), [1, 2, 5, 6]); | |
assert.deepEqual(countingSort([1, 3, 3, 8, 10, 2, 6, 5]), [ | |
1, | |
2, | |
3, | |
3, | |
5, | |
6, | |
8, | |
10, | |
]); | |
/** | |
* Swaps two elements of an array in-place by their indexes | |
*/ | |
function swap(items, left, right) { | |
var tmp = items[left]; | |
items[left] = items[right]; | |
items[right] = tmp; | |
return items; | |
} | |
// test | |
assert.deepEqual(swap([1, 2], 0, 1), [2, 1]); |
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