从V8 sort源码看插入排序
# # 从V8 sort源码看插入排序
有个好友问了如下Array.prototype.sort问题:
[3, 11, 2].sort() // [11, 2, 3]
[3, 11, 2].sort((a,b) => a < b) // [3, 11, 2]
[3, 11, 2].sort((a,b) => a > b) // [3, 11, 2]
[3, 11, 2].sort((a,b) => a - b) // [2, 3, 11]
[3, 11, 2].sort((a,b) => b - a) // [11, 3, 2]
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感觉很奇怪吧,看下MDN (opens new window) (opens new window)解释:
- If compareFunction is not supplied
- all non-undefined array elements are sorted by converting them to strings and comparing strings in UTF-16 code units order.
- If compareFunction is supplied
- If compareFunction(a, b) is less than 0, sort a to an index lower than b (i.e. a comes first).
- If compareFunction(a, b) returns 0, leave a and b unchanged with respect to each other, but sorted with respect to all different elements. Note: the ECMAscript standard does not guarantee this behavior, thus, not all browsers (e.g. Mozilla versions dating back to at least 2003) respect this.
- If compareFunction(a, b) is greater than 0, sort b to an index lower than a (i.e. b comes first).
- compareFunction(a, b) must always return the same value when given a specific pair of elements a and b as its two arguments. If inconsistent results are returned, then the sort order is undefined.
compareFunction结果有三种:0(顺序不变),>0(从小到大),<0(从大到小)。如果是a>b形式返回true/false,自动转为number就变成1/0两种结果了
# # V8源码
function ArraySort(comparefn) {
CHECK_OBJECT_COERCIBLE(this, "Array.prototype.sort");
var array = TO_OBJECT(this);
var length = TO_LENGTH(array.length);
return InnerArraySort(array, length, comparefn);
}
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function InnerArraySort(array, length, comparefn) {
// 未定义comparefn时,会转为string对比
if (!IS_CALLABLE(comparefn)) {
comparefn = function (x, y) {
if (x === y) return 0;
if (%_IsSmi(x) && %_IsSmi(y)) {
return %SmiLexicographicCompare(x, y);
}
x = TO_STRING(x);
y = TO_STRING(y);
if (x == y) return 0;
else return x < y ? -1 : 1;
};
}
var QuickSort = function QuickSort(a, from, to) {
var third_index = 0;
while (true) {
// 数据较少时,使用插入排序
// Insertion sort is faster for short arrays.
if (to - from <= 10) {
InsertionSort(a, from, to);
return;
}
// 数据较多时,递归处理
if (to - from > 1000) {
third_index = GetThirdIndex(a, from, to);
} else {
third_index = from + ((to - from) >> 1);
}
// Find a pivot as the median of first, last and middle element.
...
if (to - high_start < low_end - from) {
QuickSort(a, high_start, to);
to = low_end;
} else {
QuickSort(a, from, low_end);
from = high_start;
}
}
};
QuickSort(array, 0, num_non_undefined);
return array
}
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# # 插入排序
插入排序 (opens new window) (opens new window)(英语:Insertion Sort)是一种简单直观的排序算法。它的工作原理是通过构建有序序列,对于未排序数据,在已排序序列中从后向前扫描,找到相应位置并插入。
打扑克牌时,从牌桌上逐一拿起扑克牌,在手上排序的过程相同。
举例:
Input: {5 2 4 6 1 3}。
首先拿起第一张牌, 手上有 {5}。
拿起第二张牌 2, 把 2 insert 到手上的牌 {5}, 得到 {2 5}。
拿起第三张牌 4, 把 4 insert 到手上的牌 {2 5}, 得到 {2 4 5}。
以此类推。
// 插入排序
/**
一般来说,插入排序都采用in-place在数组上实现。具体算法描述如下:
1. 从第一个元素开始,该元素可以认为已经被排序
1. 取出下一个元素,在已经排序的元素序列中从后向前扫描
1. 如果该元素(已排序)大于新元素,将该元素移到下一位置
1. 重复步骤3,直到找到已排序的元素小于或者等于新元素的位置
1. 将新元素插入到该位置后
1. 重复步骤2~5
**/
var InsertionSort = function InsertionSort(a, from, to) {
for (var i = from + 1; i < to; i++) {
var element = a[i];
for (var j = i - 1; j >= from; j--) {
var tmp = a[j];
var order = comparefn(tmp, element);
if (order > 0) {
a[j + 1] = tmp;
} else {
break;
}
}
a[j + 1] = element;
}
};
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编辑 (opens new window)