FE-Interview
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第 2 题:合并二维有序数组成一维有序数组,归并排序的思路
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function mergeSort(arr) {
const len = arr.length
// 处理边界情况
if(len <= 1) {
return arr[0]
}
// 计算分割点
const mid = Math.floor(len / 2)
// 递归分割左子数组,然后合并为有序数组
const leftArr = mergeSort(arr.slice(0, mid))
// 递归分割右子数组,然后合并为有序数组
const rightArr = mergeSort(arr.slice(mid,len))
// 合并左右两个有序数组
arr = mergeArr(leftArr, rightArr)
// 返回合并后的结果
return arr
}
function mergeArr(arr1, arr2) {
// 初始化两个指针,分别指向 arr1 和 arr2
let i = 0, j = 0
// 初始化结果数组
const res = []
// 缓存arr1的长度
const len1 = arr1.length
// 缓存arr2的长度
const len2 = arr2.length
// 合并两个子数组
while(i < len1 && j < len2) {
if(arr1[i] < arr2[j]) {
res.push(arr1[i])
i++
} else {
res.push(arr2[j])
j++
}
}
// 若其中一个子数组首先被合并完全,则直接拼接另一个子数组的剩余部分
if(i<len1) {
return res.concat(arr1.slice(i))
} else {
return res.concat(arr2.slice(j))
}
}
var arr=[[1,2,4],[2,3,7],[3,5,7],[4,5,8]]
mergeArr(arr)
/**
* 解题思路:
* 双指针 从头到尾比较 两个数组的第一个值,根据值的大小依次插入到新的数组中
* 空间复杂度:O(m + n)
* 时间复杂度:O(m + n)
* @param {Array} arr1
* @param {Array} arr2
*/
function merge(arr1, arr2){
var result=[];
while(arr1.length>0 && arr2.length>0){
if(arr1[0]<arr2[0]){
/*shift()方法用于把数组的第一个元素从其中删除,并返回第一个元素的值。*/
result.push(arr1.shift());
}else{
result.push(arr2.shift());
}
}
return result.concat(arr1).concat(arr2);
}
function mergeSort(arr){
let lengthArr = arr.length;
if(lengthArr === 0){
return [];
}
while(arr.length > 1){
let arrayItem1 = arr.shift();
let arrayItem2 = arr.shift();
let mergeArr = merge(arrayItem1, arrayItem2);
arr.push(mergeArr);
}
return arr[0];
}
let arr1 = [[1,2,3],[4,5,6],[7,8,9],[1,2,3],[4,5,6]];
let arr2 = [[1,4,6],[7,8,10],[2,6,9],[3,7,13],[1,5,12]];
mergeSort(arr1);
mergeSort(arr2);
// 方法1:使用concat
const flatten1 = (arr) => {
while (arr.some((item) => Array.isArray(item))) {
arr = [].concat(...arr);
}
return arr;
};
// 方法2:使用reduce
const flatten2 = (arr) =>
arr.reduce(
(acc, cur) =>
Array.isArray(cur) ? [...acc, ...flatten2(cur)] : [...acc, cur],
[]
);
// test
var arr = [1, 2, [3, 4, [5, 6], 7, 8]];
console.log(flatten1(arr));
console.log(flatten2(arr));
function sortFlatArray (arr) {
function flatArray (arr) {
const newArr = arr.flat()
return newArr.some(item => Array.isArray(item))? flatArray(newArr) : newArr
}
if (!arr || !arr.length) {
return []
}
let flattenedArr = flatArray(arr)
return flattenedArr.sort((a, b) => {
return a - b
})
}
// 方法1:使用concat const flatten1 = (arr) => { while (arr.some((item) => Array.isArray(item))) { arr = [].concat(...arr); } return arr; }; // 方法2:使用reduce const flatten2 = (arr) => arr.reduce( (acc, cur) => Array.isArray(cur) ? [...acc, ...flatten2(cur)] : [...acc, cur], [] ); // test var arr = [1, 2, [3, 4, [5, 6], 7, 8]]; console.log(flatten1(arr)); console.log(flatten2(arr));
这个是不是少了排序的功能,只做了将多维数组转换为一维数组
function sortFlatArray (arr) { function flatArray (arr) { const newArr = arr.flat() return newArr.some(item => Array.isArray(item))? flatArray(newArr) : newArr } if (!arr || !arr.length) { return [] } let flattenedArr = flatArray(arr) return flattenedArr.sort((a, b) => { return a - b }) }
数据长度的判断逻辑放在函数最开始是不是更好一点?
我是放在前面了呀,不知道你说的意思是要?
function sortFlatArray (arr) { function flatArray (arr) { const newArr = arr.flat() return newArr.some(item => Array.isArray(item))? flatArray(newArr) : newArr } if (!arr || !arr.length) { return [] } let flattenedArr = flatArray(arr) return flattenedArr.sort((a, b) => { return a - b }) }
数据长度的判断逻辑放在函数最开始是不是更好一点?
我是放在前面了呀,不知道你说的意思是要?
看错了,不好意思。
const mergeSort = (arr1: number[], arr2: number[]) => {
const len1 = arr1.length,
len2 = arr2.length;
let i = 0,
j = 0,
arr = [];
if (len1 === 0) return arr2;
if (len2 === 0) return arr1;
while (i < len1 || j < len2) {
if (arr1[i] <= arr2[j] || j === len2) {
arr.push(arr1[i]);
i++;
} else {
arr.push(arr2[j]);
j++;
}
}
return arr;
};
//test
const arr1 = [1, 2, 3];
const arr2 = [2, 3, 4];
const arr3 = [1, 5, 6];
const arr = [arr1, arr2, arr3];
const res = arr.reduce((pre, cur) => mergeSort(pre, cur), []);
console.log(res);
[[1,2,3],[4,5,6],[7,8,9],[1,2,3],[4,5,6]].flat(Infinity).sort((a,b)=>{ return a-b;})
function merge(left: number[], right: number[]): number[] {
let result: number[] = [];
while (left.length > 0 && right.length > 0) {
if (left[0] <= right[0]) {
result.push(left.shift());
} else {
result.push(right.shift());
}
}
while (left.length > 0) {
result.push(left.shift());
}
while (right.length > 0) {
result.push(right.shift());
}
return result;
}
function merge (arr) {
if (arr.length === 0) {
return []
}
// 扁平化数组
let newArr = arr.flat(Infinity)
// 排序
return newArr.sort(($1, $2) => $1 - $2)
}
merge([[1,2,3],[4,5,6],[7,8,9],[1,2,3],[4,5,6]])
不知道怎么调整格式凑合一下-_-
let a = [1, 2, [3, 4, [5, 6]]]
let arr = []
function change(a) {
a.forEach(item => {
if (typeof item == 'object') {
change(item)
} else {
arr.push(item)
}
})
}
change(a)
arr = arr.sort()
let tt = [
[1,2,3,4,5],
[8,9,10],
[6,8,9],
]
function sort(arr) {
if (!(arr instanceof Array)) {
return
}
// 这里还应该有一个非 二维数组的判断。
return arr.flat().sort((a, b) => {
if (typeof(a) !== 'number' || typeof(a) !== 'bigint') {
throw Error('Number need')
}
if (typeof(b) !== 'number' || typeof(b) !== 'bigint') {
throw Error('Number need')
}
return a - b
})
}
console.log(sort(tt))
function flat(arr) {
let copyArr = [...arr]
while (copyArr.some(item => Array.isArray(item))) {
copyArr = [].concat(...copyArr)
}
return copyArr.sort((a, b) => { a - b })
}
flat([[1, 2], [6, 4, 2], [3]])
function flattenAndSort(arr = []) { // 方法一: 借助concat方法 // function flatten(arr) { // while (arr.some((item) => Array.isArray(item))) { // arr = [].concat(...arr); // } // return arr; // }
// 方法二: 借助reduce方法 // function flatten(arr = []) { // return arr.reduce((accu, current) => { // return Array.isArray(current) // ? [...accu, ...flatten(current)] // : [...accu, current]; // }, []); // }
// 方法三: 直接使用数组的API flat, 传入Infinity值 function flatten(arr = []) { return arr.flat(Infinity); }
// 排序一个数组,我们先把数组从中间分成前后两部分,然后对前后两部分分别排序,再将排好序的两部分合并在一起,这样整个数组就都有序了。 // 归并排序采用的是分治思想。 function mergeSort(arr = []) { // 采用自上而下的递归方法 const len = arr.length; if (len < 2) return arr; const middleIndex = len >> 1, left = arr.slice(0, middleIndex), right = arr.slice(middleIndex); // 开局就深度递归到子元素,然后再两两元素比较排序 return merge(mergeSort(left), mergeSort(right)); } function merge(left = [], right = []) { const result = []; while (left.length && right.length) { if (left[0] <= right[0]) { // 类似队列的队首出队 result.push(left.shift()); } else { result.push(right.shift()); } } // 如果还有剩余的元素,直接从头到尾放到数组尾部 while (left.length) result.push(left.shift()); while (right.length) result.push(right.shift()); return result; }
return mergeSort(flatten(arr)); }
let arr = [ [1, 4, 6], [7, 8, 10], [2, 6, 9], [3, 7, 13], [1, 5, 12], ]; console.log(flattenAndSort(arr));
const mergeSort = (arr) => arr.reduce((cacheArr, it) => [...cacheArr, ...it], []).sort((a, b) => a - b); const arr = [[1, 2, 3], [6], [7, 8, 9], [1, 12, 13], [4, 5, 6]]; mergeSort(arr)
const data = [
[6, 7, 8, 9],
[1, 2, 3, 4, 5],
[10, 11, 12, 13]
];
const newData = data.flat();
newData.sort((a, b) => a - b);
如果是上面这种数据,可以先排序再扁平化数组
type flatReturn = Array;
export const flat = ( a: Array ): flatReturn => {
const newArr = a.toString().split(",");
return newArr.sort((a, b) => a - b);
} //test flat([[1, 2], [6, 4, 2], [3]])
let arr = [[7,8,9],[1,2,3],[4,5,6]];
function mergeSort(arr) {
let len = arr.length;
if(len <= 1) return arr[0];
let middleNum = Math.floor(len / 2);
let left = arr.slice(0, middleNum);
let right = arr.slice(middleNum);
return merge(mergeSort(left), mergeSort(right));
}
function merge(left, right) {
let result = [];
while(left.length > 0 && right.length > 0) {
if(left[0] < right[0]) {
result.push(left.shift())
}else {
result.push(right.shift())
}
}
while(left.length > 0) {
result.push(left.shift());
}
while(right.length > 0) {
result.push(right.shift());
}
return result;
}
mergeSort(arr);
// 思路: 首先扁平化数组,再进行排序, 扁平化可以通过数组的tostring 和字符串split 方法 const arr =[[1,2,4],[2,3,7],[3,5,7],[4,5,8]] const mySort = arr2 =>{ if(Array.isArray(arr2)){ const plantArr = arr2.toString().split(',') plantArr.sort((a, b)=> a-b) return plantArr } return [] }
console.log(mySort(arr))
function mergeSort(arr) {
let result = [];
if (Array.isArray(arr)) {
let newArr = JSON.parse(JSON.stringify(arr))
while(newArr.length > 0) {
let arrTmp = newArr.shift();
result = result.concat(arrTmp)
}
result.sort(function(v1,v2) {
return v1-v2
})
}
return result
}
var arr = [[1,2,3],[4,5,6],[7,8,9],[1,2,3,21,45,33],[4,5,6]];
mergeSort(arr)
/**
* [mergeArrAndSort description]
* @param {Array} arr [二维数组]
* @param {Array} resArr [结果数组]
* @return {[type]} [description]
*/
function mergeArrAndSort(arr = [], resArr = []) {
for(let v of arr) {
if (Array.isArray(v)) {
mergeArrAndSort(v, resArr);
} else {
resArr.push(v);
}
}
console.log(resArr.sort());
return resArr.sort();
}
mergeArrAndSort([[1, 2], [2, 3], [4, 5, 7]]);
mergeArrAndSort([[1, 2], [2, 3], [4, 5, [6, 7, 8]]]);
const mergeSort = (a: Array<number>, b: Array<number>): Array<number> => {
if(a.length === 0) {
return a
}
if(b.length === 0) {
return b
}
const arr = [];
let ai=0;
let bi = 0;
while(ai < a.length && bi < b.length) {
if(a[ai] < b[bi]) {
arr.push(a[ai]);
ai++;
} else {
arr.push(b[bi]);
bi++;
}
}
for(;ai<a.length;ai++) {
arr.push(a[ai])
}
for(;bi<b.length;bi++) {
arr.push(b[bi])
}
return arr;
}
// 好吧,看错了....
const mergeSortArr = (arr: Array<number[]>): Array<number> => {
if(!Array.isArray(arr)) {
throw "传入的不是数组"
}
if(arr.length === 0) {
throw "数组中至少需要一个元素"
}
if(arr.length === 1) {
return arr[0];
}
return arr.slice(1).reduce((acc, item) => mergeSort(acc, item), arr[0])
}
var arr = [[1,2,3],[4,5,6],[7,8,9],[1,2,3,21,33, 45],[4,5,6]];
const result = mergeSortArr(arr)
console.log(result)
没有添加任何判断只是为了实现需求 不知道自己写的对不对 看上面大家都写了好多 是不是我理解错了啊
- 先利用flat进行扁平化处理
- 然后利用Set对象进行去重处理
- 利用from将set数组化
- 最后利用sort排序
let arr = [
[1, 4, 6],
[7, 8, 10],
[2, 6, 9],
[3, 7, 13],
[1, 5, 12]
];
//[[1,2,3],[4,5,6],[7,8,9],[1,2,3],[4,5,6]]
function func(arr) {
return Array.from(new Set(arr.flat(1))).sort((a, b) => a - b)
}
//[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 13]
// [1, 2, 3, 4, 5, 6, 7, 8, 9]
const arrayA = [1,3,5,7,9];
const arrayB = [111,221,331,441,551,661,771,881,991];
const arrayC = [2,4,5,6,8,10];
const arrayD = [11,22,33,44,55,66,77,88,99];
const matrix = [arrayA, arrayB, arrayC, arrayD]
function mergeArray(arrayA, arrayB) {
let i = j = 0;
const sortedArray = [];
while(i < arrayA.length && j < arrayB.length) {
if (arrayA[i] < arrayB[j]) {
sortedArray.push(arrayA[i]);
i += 1;
continue
}
sortedArray.push(arrayB[j]);
j += 1;
}
sortedArray.push(...arrayA.slice(i));
sortedArray.push(...arrayB.slice(j));
return sortedArray;
}
function flatMatrix(matrix) {
return matrix.reduce((arrayA, arrayB) => {
return mergeArray(arrayA, arrayB);
});
}
console.log(flatMatrix(matrix));
function mergeArray(arr){ return Array.prototype.concat.apply([],arr).sort() } let arr = [[1,2,3],[4,5,6],[7,8,9],[1,2,3],[4,5,6]]; console.log( mergeArray(arr) )
import _ from 'lodash' console.log(.orderBy(.flatten(arr)))
let a = [[1,2,3],[1,1,2],[2,3,4]] let arr = a.reduce((prev,cur) => { return prev.concat(cur) },[]).sort((a,b) => { return a - b; })
function mergeArr(Arr) {
function isArr(arr) {
return Object.prototype.toString.call(arr) === "[object Array]";
}
if (!isArr(Arr)) {
throw new Error("参数必须是数组");
} else {
if (Arr.length === 0 || !isArr(Arr[0])) {
throw new Error("参数必须是二维数组");
}
}
function sortMerge(Arr1, Arr2) {
let i = 0;
let j = 0;
let result = [];
if (Arr1.length === 0 || Arr2.length === 0) {
return [...Arr1, ...Arr2];
}
while (i < Arr1.length || j < Arr2.length) {
if (Arr1[i] < Arr2[j]) {
result.push(Arr1[i]);
i++;
}
if (Arr1[i] > Arr2[j]) {
result.push(Arr2[j]);
j++;
}
if (Arr1[i] === Arr2[j]) {
result.push(Arr1[i]);
i++;
result.push(Arr2[j]);
j++;
}
if (Arr1[i] === undefined && Arr2[j] !== undefined) {
result.push(Arr2[j]);
j++;
}
if (Arr1[i] !== undefined && Arr2[j] === undefined) {
result.push(Arr1[i]);
i++;
}
}
return result;
}
return Arr.reduce((res, item) => {
return sortMerge(res, item);
}, []);
}
// 测试代码
var arr = [
[1, 2, 3],
[4, 5, 6],
[7, 8, 9],
[1, 2, 3, 21, 33, 45],
[4, 5, 6],
];
var arr1 = [
[1, 2, 4],
[2, 3, 7],
[3, 5, 7],
[4, 5, 8],
];
console.log("result:", mergeArr(arr));
console.log("result:", mergeArr(arr1));
function mergeSort(arr) {
let left = arr.shift()
let res = left
while(arr.length) {
let right = arr.shift()
res = merge(res, right)
}
return res
}
function merge (left, right) { // 归并排序
let i = 0, j = 0
let res = []
while(i < left.length && j < right.length) {
if (left[i] < right[j]) {
res.push(left[i])
i++
} else {
res.push(right[j])
j++
}
}
while(i < left.length) {
res.push(left[i])
i++
}
while(j < right.length) {
res.push(right[j])
j++
}
return res
}
console.log(merge([1, 3, 5], [2, 3, 4, 8]))