for循环操作DOM缓存节点长度?

不管是在网上,还是在翻看书籍的时候,都能看到在使用for循环操作DOM节点时要做数节点长度的缓存,以确保性能最优化!

这二种写法格式大致是下面这样的

/*节点集合*/
var domarr=document.getElementsByTagName("div");
/*第一种写法 未缓存数组长度*/
for(var i=0;i<domarr.length;i++){
//do something
}
/*第二种写法 缓存数组长度*/
var len=domarr.length
for(var j=0;j<len;j++){
//do something
}

我平时写JS的时候也都是缓存长度的写法。虽然一直都这样用,但是确实也不知是不是真的对性能有优化,趁今天周未,正好写个小段子来看看是不是那么回事!

场景是这样:

首先在页面上生成5000个div,并插入到body中

再用FOR循环(未缓存节点长度,缓存节点长度)动态修改每个节点的属性,样式,弹出二种方式修改所花费的时间来判断谁的性能好。

代码如下:

<!DOCTYPE html>
<html lang="zh-cn">
<head>
<meta charset="utf-8" />
<title>缓存数组的长度</title>
<style>
p{font-size:40px;}
</style>
</head>
<body>
<a href="javascript:void(0);">触发未缓存的操作</a>
<a href="javascript:void(0);">触发已缓存的操作</a>
<script>
window.onload=function(){
//随机生成若干个div,并设置初始样式
for(var i=0;i<5000;i++){
var creat=document.createElement("div");
document.body.appendChild(creat);
changefn(creat,i,{
widthz:"100px",
heightz:"14px",
colorz:"green",
mtz:"1px"
}) }
//获取生成的div
var divarra=document.getElementsByTagName("div"),
len=divarra.length-1,
btn=document.getElementsByTagName("a"); btn[0].onclick=function(){
testtime(divarra);
}
btn[1].onclick=function(){
testtime0(divarra);
} //主函数功能,根据bz标致变量的值来走缓存数组长度也没有缓存数据长度
function testtime(divarr){
var oldtime=new Date().getTime(),
nexttime=0;
for(var i=0;i<divarr.length;i++){
changefn(divarr[i],"没缓存",{
widthz:"110px",
heightz:"16px",
colorz:"red",
mtz:"2px"
})
if(i===len){
nexttime=new Date().getTime();
console.log(oldtime,nexttime,nexttime-oldtime,"未缓存")
}
} }
function testtime0(divarr){
var oldtime=new Date().getTime(),
nexttime=0;
for(var j=0;j<=len;j++){
changefn(divarr[j],"已绑存",{
widthz:"120px",
heightz:"18px",
colorz:"blue",
mtz:"3px"
})
if(j===len){
nexttime=new Date().getTime();
console.log(oldtime,nexttime,nexttime-oldtime,"有缓存")
}
}
}
//动态改变属性
function changefn(obj,index,josnz){
obj.innerHTML=index;
obj.style.width=josnz.widthz;
obj.style.height=josnz.heightz;
obj.style.background=josnz.colorz;
obj.style.marginTop=josnz.mtz;
} }
</script>
</body>
</html>

感觉在chrome下性能表现有缓存节点长度的明显要高于未缓存的,但是在我最信任的火狐跟最恶心的ie下老是跳动无法捉摸,而且感觉随着节点数越多,未缓存的性能经常高于已缓存,表示无解。

图示如下:

aaarticlea/png;base64,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*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" alt="" width="373" height="561" />aaarticlea/png;base64,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" alt="" />aaarticlea/png;base64,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" alt="" width="455" height="563" />

在线测试地址

个人感觉还是以缓存节点长度再操作为好的写法,至少在chrome下是有性能优势的,虽然在火狐跟ie下比较怪异,但也不会带来大的性能问题,至少也是一种好习惯,也是很多人推荐的写法。

以上纯属个人观点,有错望指正!

上一篇:0 - Dao层(数据访问层设计)


下一篇:爬虫介绍+Jupyter Notebook