【问题标题】:How to scrape the next page without pagination如何在不分页的情况下抓取下一页
【发布时间】:2019-01-19 15:16:28
【问题描述】:

此链接“https://www.muscleandstrength.com/store/promos.html”会将您重定向到一个网站,该网站将向您显示他们所有 600 多种打折商品的列表。我的目标是把它们全部刮掉。但是我遇到的主要问题是它没有带有数字的常规分页(例如:prev 1, 2, 3, 4, 5 ... next)或我可以用来检索下一个的 GET url页。我必须单击“查看下一个 20 多个产品”才能显示下一批。我可以毫无问题地抓取一个带有分页的网站,但是这个让我很头疼。

下面的链接是点击下一个按钮时触发的主要 JS

https://cdn.muscleandstrength.com/store/media/js/ec00de517e571209f780e1b62a3967fd-1534086933.js

在里面你会发现这样一行:

e.post("www.muscleandstrength.com/store/promos/index/filter",{filter:JSON.stringify(t)}

如果您访问此链接“www.muscleandstrength.com/store/promos/index/filter”,并一直向下滚动到底部,您会发现类似的内容。

filters":{"classfilter":{"lowprice":125,"b1g1":123,"twopacks":119,"couponcode":118,"b1g50":79,"bxgy":36,"b2g1":16},"brandfilter":{"78":77,"84":45,"190":37,"383":26,"120":24,"82":23,"108":22,"42":21,"30":18,"150":18,"133":16,"151":14,"489":14,"490":13,"69":12,"65":11,"369":10,"193":9,"232":9,"53":8,"335":8,"81":7,"93":7,"426":7,"471":7,"67":6,"106":6,"423":6,"43":5,"98":5,"241":5,"267":5,"274":5,"432":5,"481":5,"493":5,"59":4,"64":4,"144":4,"279":4,"292":4,"389":4,"109":3,"183":3,"223":3,"330":3,"421":3,"444":3,"523":3,"76":2,"97":2,"111":2,"132":2,"147":2,"191":2,"196":2,"244":2,"331":2,"344":2,"346":2,"403":2,"406":2,"428":2,"435":2,"38":1,"46":1,"48":1,"51":1,"68":1,"92":1,"116":1,"139":1,"189":1,"194":1,"252":1,"302":1,"303":1,"322":1,"326":1,"380":1,"424":1,"439":1,"450":1,"472":1},"categoryfilter":{"21":119,"9":112,"13":97,"582":76,"57":75,"408":64,"29":62,"130":49,"26":45,"605":45,"58":42,"12":35,"10":34,"140":34,"131":29,"469":29,"44":28,"177":25,"670":25,"55":24,"580":23,"597":23,"22":22,"17":21,"27":21,"40":21,"464":21,"667":21,"28":19,"87":19,"219":19,"452":18,"441":17,"635":16,"684":16,"25":14,"42":14,"544":14,"694":14,"88":13,"132":13,"695":13,"220":12,"562":12,"147":11,"205":11,"53":10,"154":10,"389":10,"423":10,"425":10,"617":10,"51":9,"530":9,"623":9,"686":9,"16":8,"19":8,"86":8,"304":8,"492":8,"554":8,"592":8,"638":8,"52":7,"122":7,"378":7,"410":7,"509":7,"572":7,"594":7,"637":7,"83":6,"171":6,"180":6,"303":6,"409":6,"496":6,"559":6,"666":6,"59":5,"84":5,"142":5,"172":5,"187":5,"302":5,"390":5,"391":5,"400":5,"431":5,"466":5,"512":5,"583":5,"593":5,"632":5,"653":5,"690":5,"696":5,"20":4,"56":4}},"num_results":616}

我认为是负责显示下一批项目。

我的主要问题是,抓取所有这些项目的最简单方法是什么,不管它没有常规分页或我可以用来转到下一页的 GET url 的事实吗?

【问题讨论】:

    标签: javascript jquery web-scraping pagination


    【解决方案1】:

    在浏览器中打开网页https://www.muscleandstrength.com/store/promos.html(我使用的是 Chrome)。按 F12 打开开发者工具。转到网络选项卡。在这里您可以看到所有记录的请求。如果您在网页上单击“查看下 20 个产品”,则会记录新的一个请求。过滤 XHR 请求。检索您可以在 Headers 中找到的所有产品的必要数据,如下所示:

    要检索所有产品,您只需在过滤器中将总数量设置为"limit",并将0 到"offset" 参数,重放相同的XHR 并解析响应。在 Preview 中可以发现响应实际上是 JSON,而要解析的 HTML 内容位于content 属性中:

    下面的例子展示了如何做到这一点。转到控制台选项卡。复制以下代码,将其粘贴到控制台并按 Enter:

    (function () {
        // retrieve all products
        var count = document.querySelector("span.search-result-available-count").innerText;
        var x = new XMLHttpRequest;
        x.open("POST","https://www.muscleandstrength.com/store/promos/index/filter",false);
        x.setRequestHeader("Content-Type","application/x-www-form-urlencoded; charset=UTF-8");
        x.send("filter=%7B%22order%22%3A%22sort_order+desc%2Csales_ranking+asc%22%2C%22brandfilter%22%3A%5B%5D%2C%22categoryfilter%22%3A%5B%5D%2C%22classfilter%22%3A%5B%5D%2C%22limit%22%3A"+count+"%2C%22offset%22%3A0%7D");
        // replace body content with received data
        document.body.innerHTML = JSON.parse(x.responseText).content;
        // create table for output
        var addCell = function(htmlContent) {
            var cell = row.insertCell(-1);
            cell.innerHTML = htmlContent;
        };
        var table = document.createElement("table");
        document.body.appendChild(table);
        table.style = 'margin:10px;'
        // add table header and body
        var tHead = table.createTHead();
        var row = tHead.insertRow(-1);
        ["#","Product","Price","Rating","Reviews"].forEach(addCell);
        var tBody = document.createElement("tbody");
        table.appendChild(tBody);
        // parse each product
        var products = document.querySelectorAll("li.grid-product");
        for (var i = 0; i < products.length; i++) {
            var product = products[i];
            // add row
            row = tBody.insertRow(-1);
            addCell(i+1);
            // parse name
            var m = product.querySelector("a.product-name").innerText.trim();
            addCell(m);
            // parse price
            var m = product.querySelector("div.product-price").innerText.trim();
            addCell(m);
            // parse rating
            var m = product.querySelector("a.star-rating span").style.width;
            addCell(m);
            // parse reviews
            var m = product.querySelector("span.review-count")?.innerText.replace(/\D/g,"") || '0';
            addCell(m);
        }
        // remove unnecessary content
        document.querySelector("div.promo-products").remove();
    })();
    

    请求是同步的,所以需要等待一段时间才能完成。最后将所有产品解析成表格,我的输出如下:

    【讨论】:

    • 你是该死的天才!但这里的问题是,每次我需要抓取页面时,我都必须在控制台中复制并粘贴该代码。有没有办法自动执行此操作,以便我只需要一次运行代码并显示项目,以便我可以将每个项目一一插入到我的桌子上?
    • @user1995927 这可以使用 e 来完成。 G。 WSH JScript 或 VBScript 文件,或 Excel VBA 宏等(代码可轻松转换为 VB 和其他语言)。如需进一步帮助,请编辑问题并指定 1) 您希望将代码存储在何处,2) 预期输出是什么,以及 3) 您希望多久抓取一次网页,有什么时间表吗?
    • 对不起!你是对的,我应该指定我想如何抓取页面。基本上,我使用simplehtmldom来抓取页面,所以我习惯于运行自己的页面来抓取网站。我的目标是运行我自己的页面并抓取这些项目,您所做的方式非常完美,除了我需要复制和粘贴代码。我需要它首先在我的页面上自动显示这些项目。
    • 另外,对不起,我不熟悉 WSH JScript 或 VBScript 文件,或 Excel VBA 宏。我只使用 simplehtmldom 来抓取网站。
    • 没关系!这段代码就像一个魅力!我只需要允许跨域请求。非常感谢!
    【解决方案2】:

    这是加载 DOM 的简单解决方案。 此循环功能将在循环中为您单击该查看更多按钮,直到完成。您将需要一些条件来检查是否完成,然后运行您的刮板功能。

    取产品总数,去掉前60个(已经显示) 将其除以 20(单击查看更多按钮时加载的产品数量) 创建一个滚动到页面底部的函数,每次滚动超时 2 秒。

    var prodElm = document.getElementsByClassName("search-result-available-count")[0].innerText;
    
    var products = parseInt(prodElm.replace(/\D+/g, ''));
    
    var numScrollEventsNeeded = Math.round((products - 60) / 20);
    
    function timedScroller(num) {
    
      setTimeout(() => {
    
        window.scrollTo(0, document.body.scrollHeight);
    
        document.getElementsByClassName("view-more btn btn-blue")[0].click();
    
      }, num);
    
    }
    
    for (i = 0; i < numScrollEventsNeeded; i++) {
    
      timedScroller(i * 2000);
    
    }
    

    【讨论】:

    • 你不认为这是一种低效的页面抓取方式吗?如果假设我需要抓取 10,000 个项目,您将需要不断单击查看更多按钮,直到显示所有 10,000 个项目,然后再抓取它们?这也将花费大量时间和大量内存,您不觉得吗?但这不是一个坏主意,我从来没有想过。谢谢!
    • 加上查看更多按钮在我尝试抓取它时停止工作。所以我唯一的选择是找出它的分页是如何工作的。
    • 确实,如果您需要加载超过一千个左右的项目,这不太可能是一个可行的选择。我使用这个函数来加载大约 100 个项目。我将来可能会使用 omegastripes 的方法。
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