How to get html from scraped script data?

Question

I have scraped a website using the following code:

import requests

url = "https://jobs.51job.com/beijing/we03/p1000/"

payload={}
headers = {
  'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9',
  'Accept-Language': 'en-US,en;q=0.9,zh-HK;q=0.8,zh;q=0.7,zh-CN;q=0.6,an;q=0.5,zh-TW;q=0.4',
  'Cache-Control': 'no-cache',
  'Connection': 'keep-alive',
  'Cookie': '_uab_collina=165942422997031185893743; guid=eb82eddafe61ebf8230a4198f833ae79; nsearch=jobarea%3D%26%7C%26ord_field%3D%26%7C%26recentSearch0%3D%26%7C%26recentSearch1%3D%26%7C%26recentSearch2%3D%26%7C%26recentSearch3%3D%26%7C%26recentSearch4%3D%26%7C%26collapse_expansion%3D; sensorsdata2015jssdkcross=%7B%22distinct_id%22%3A%22eb82eddafe61ebf8230a4198f833ae79%22%2C%22first_id%22%3A%2218257038d65902-00814c9fd9cb0b5-26021a51-2359296-18257038d66448%22%2C%22props%22%3A%7B%22%24latest_traffic_source_type%22%3A%22%E7%9B%B4%E6%8E%A5%E6%B5%81%E9%87%8F%22%2C%22%24latest_search_keyword%22%3A%22%E6%9C%AA%E5%8F%96%E5%88%B0%E5%80%BC_%E7%9B%B4%E6%8E%A5%E6%89%93%E5%BC%80%22%2C%22%24latest_referrer%22%3A%22%22%7D%2C%22identities%22%3A%22eyIkaWRlbnRpdHlfY29va2llX2lkIjoiMTgyNTcwMzhkNjU5MDItMDA4MTRjOWZkOWNiMGI1LTI2MDIxYTUxLTIzNTkyOTYtMTgyNTcwMzhkNjY0NDgiLCIkaWRlbnRpdHlfbG9naW5faWQiOiJlYjgyZWRkYWZlNjFlYmY4MjMwYTQxOThmODMzYWU3OSJ9%22%2C%22history_login_id%22%3A%7B%22name%22%3A%22%24identity_login_id%22%2C%22value%22%3A%22eb82eddafe61ebf8230a4198f833ae79%22%7D%2C%22%24device_id%22%3A%2218257038d65902-00814c9fd9cb0b5-26021a51-2359296-18257038d66448%22%7D; privacy=1659421937; search=jobarea%7E%60000000%7C%21ord_field%7E%601%7C%21recentSearch0%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA02%A1%FB%A1%FA%A1%FB%A1%FA05%A1%FB%A1%FA05%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA1%A1%FB%A1%FA1%7C%21recentSearch1%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA05%A1%FB%A1%FA05%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA1%A1%FB%A1%FA1%7C%21recentSearch2%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA06%A1%FB%A1%FA05%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA1%A1%FB%A1%FA1%7C%21recentSearch3%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA07%A1%FB%A1%FA05%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA1%A1%FB%A1%FA1%7C%21recentSearch4%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA07%A1%FB%A1%FA03%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA1%A1%FB%A1%FA1%7C%21collapse_expansion%7E%601%7C%21; acw_tc=ac11000116594238560812054e00dff69255f53eeca27179c31d9ea4800a4f; acw_sc__v2=62e8cc702340c2244fcf4b283cf913fd254d0022; ssxmod_itna=euGQDILDC3ql4iuB=D9DfxmTjG5dDyGoFaeax0yD9qiODUxn4iaDTZY56ClGB1iW3Q5DQTP=YFPl03irbEE7AWzbokGIjbnlD0aDbqF24IzDYYDtxBYDQxAYDGDDpcDzutGuD0IdDje5DFxi1Mx08DeKQ2=DDUWiw5iv=DC57D7KDnOqDAhYDmg4DRP5Deg4D9xKDwgRmq4G7DAyA9xi3n1DDBpi4DQnxp/I6947p7UEvhbSv+4Kfw8k3yEHs2xib0j8wnr=sU7LNi1RqZ00q7jbrG0hrFG+x5erYderrFirr8GxrBVtPWA5xeDi=Gqe03YD; ssxmod_itna2=euGQDILDC3ql4iuB=D9DfxmTjG5dDyGoFaexnK30QqrDlPfExj4re=Fhckx6sAH7/rk2LantiTTNkn4+u5TdniKmSG+418Qey7e=U0oux3x/8CFwILUelS63=+adRjx5tVPUZWZvnkwEWi6EeTcjH+NZ+hXrD=Dn4b+oOCceozEPYTzrY7O/Kah8mzQSgkZEpfaKH1nZcL0OvTH2osczWGK1yk/j5t2Zdwqun0PUkTMaCwxzruvxTFst6FaNDR3ZlclW=kxUbxXeg0Q7WmBeSD7Q/Ab=tfvNKg8PgA8KoIX5gl2pOFTfzi+zvuDbR3wuPb8YQoTzobqoYmkYgM=TboalCLG+6r+kWbcAhLBhz2wWnd8eGQCCPDoxW+PBhBAht7h4CWYQTEkYPeGygDon5imrORplQhfWG7mbYZG4npBBCWe=O8EFCGW4PD7QG4GcDG75iDD=; guid=dfed6851f35e3386f20279eac6d274df; nsearch=jobarea%3D%26%7C%26ord_field%3D%26%7C%26recentSearch0%3D%26%7C%26recentSearch1%3D%26%7C%26recentSearch2%3D%26%7C%26recentSearch3%3D%26%7C%26recentSearch4%3D%26%7C%26collapse_expansion%3D; search=jobarea%7E%60000000%7C%21ord_field%7E%600%7C%21recentSearch0%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0202%A1%FB%A1%FA37%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA1%A1%FB%A1%FA1%7C%21recentSearch1%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0202%A1%FB%A1%FA01%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA1%A1%FB%A1%FA1%7C%21recentSearch2%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA01%A1%FB%A1%FA%A1%FB%A1%FA01%A1%FB%A1%FA04%A1%FB%A1%FA08%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA01%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA1%A1%FB%A1%FA1%7C%21recentSearch3%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA01%A1%FB%A1%FA%A1%FB%A1%FA01%A1%FB%A1%FA04%A1%FB%A1%FA04%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA01%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA1%A1%FB%A1%FA1%7C%21recentSearch4%7E%60000000%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA01%A1%FB%A1%FA%A1%FB%A1%FA06%A1%FB%A1%FA01%A1%FB%A1%FA02%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA02%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA1%A1%FB%A1%FA1%7C%21',
  'DNT': '1',
  'Pragma': 'no-cache',
  'Sec-Fetch-Dest': 'document',
  'Sec-Fetch-Mode': 'navigate',
  'Sec-Fetch-Site': 'none',
  'Sec-Fetch-User': '?1',
  'Upgrade-Insecure-Requests': '1',
  'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/103.0.0.0 Safari/537.36',
  'sec-ch-ua': '".Not/A)Brand";v="99", "Google Chrome";v="103", "Chromium";v="103"',
  'sec-ch-ua-mobile': '?0',
  'sec-ch-ua-platform': '"Windows"'
}

response = requests.request("GET", url, headers=headers, data=payload)

print(response.text)

I expect to get the html code of https://jobs.51job.com/beijing/we03/p1000/

However, I got the following:

<html>
<script>
    var arg1='759F9F39A9435F537AE8EBC86B15E2F2C821674D';
var 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function setCookie(name,value){var expiredate=new Date();expiredate.setTime(expiredate.getTime()+(3600*1000));document.cookie=name+"="+value+";expires="+expiredate.toGMTString()+";max-age=3600;path=/";}
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</script>

</html>

What should I do the get the html code of the website?

Thank you.

It looks like it's an obfuscated SPA, complicated further by all the unicode characters. The issue is that your GET request is not triggering the JavaScript to actually load the page. You'll need to use a headless browser, or some other setup to get it working. See [this answer](https://stackoverflow.com/a/45451208/1682790) for a solution. — Jack_Hu, Aug 02 '22 at 08:08

score 1 · Accepted Answer · answered Aug 02 '22 at 08:19

parts of the page are loaded dynamically thats why you dont get all the content. I recommend using a tool like a puppeteer and waiting for the network to be idle, which means all scripts got loaded and you can display all HTML as you would see in inspector

install puppeteer:

npm i --save puppeteer

run the code below:

const puppeteer = require('puppeteer');
(async function main() {
    try {
        const browser = await puppeteer.launch();
        const [page] = await browser.pages();

        await page.goto('https://jobs.51job.com/beijing/we03/p1000/', { waitUntil: 'networkidle0' });
        const data = await page.evaluate(() => document.querySelector('*').outerHTML);

        console.log(data);

        await browser.close();
    } catch (err) {
        console.error(err);
    }
})();

Hope it helps

Thank you, Karol. Can I use python to do the same procedures? — Frankie, Aug 02 '22 at 08:22
for python you can use an equivalent tool which is called pyppeter: https://www.scrapingbee.com/blog/pyppeteer/ mentioned Selenium can be a solution as well. — Karol Be, Aug 02 '22 at 08:47

How to get html from scraped script data?

1 Answers1