{"id":954262,"date":"2024-12-27T01:54:40","date_gmt":"2024-12-26T17:54:40","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/954262.html"},"modified":"2024-12-27T01:54:43","modified_gmt":"2024-12-26T17:54:43","slug":"python-%e6%8b%89%e5%8b%be%e5%a6%82%e4%bd%95%e7%88%ac%e5%8f%96","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/954262.html","title":{"rendered":"python \u62c9\u52fe\u5982\u4f55\u722c\u53d6"},"content":{"rendered":"

\"python<\/p>\n

\u722c\u53d6\u62c9\u52fe\u7f51\u7684Python\u65b9\u6cd5\u6d89\u53ca\u5230\u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a\u3001\u4f7f\u7528\u53cd\u722c\u866b\u7b56\u7565\u3001\u89e3\u6790\u7f51\u9875\u6570\u636e\u3001\u5904\u7406\u6570\u636e\u5b58\u50a8\u7b49\u6280\u672f\u3002\u5728\u4f7f\u7528Python\u722c\u53d6\u62c9\u52fe\u7f51\u6570\u636e\u65f6\uff0c\u786e\u4fdd\u9075\u5b88\u76f8\u5173\u6cd5\u5f8b\u6cd5\u89c4\u53ca\u7f51\u7ad9\u7684\u4f7f\u7528\u6761\u6b3e\uff0c\u5408\u7406\u4f7f\u7528\u6570\u636e\u3001\u5408\u6cd5\u5408\u89c4\u64cd\u4f5c<\/strong>\u3002\u8fd9\u91cc\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5176\u4e2d\u7684\u4e00\u4e2a\u6838\u5fc3\u6b65\u9aa4\uff1a\u6a21\u62df\u6d4f\u89c8\u5668\u8bf7\u6c42\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u6a21\u62df\u6d4f\u89c8\u5668\u8bf7\u6c42<\/p>\n<\/p>\n

\u5728\u722c\u53d6\u62c9\u52fe\u7f51\u6570\u636e\u65f6\uff0c\u901a\u5e38\u9700\u8981\u6a21\u62df\u6d4f\u89c8\u5668\u7684\u884c\u4e3a\uff0c\u56e0\u4e3a\u8bb8\u591a\u7f51\u7ad9\u90fd\u4f1a\u68c0\u6d4b\u8bf7\u6c42\u7684\u5934\u4fe1\u606f\uff0c\u5982\u679c\u53d1\u73b0\u8bf7\u6c42\u4e0d\u662f\u6765\u81ea\u6d4f\u89c8\u5668\uff0c\u53ef\u80fd\u4f1a\u62d2\u7edd\u8bf7\u6c42\u6216\u8fd4\u56de\u9519\u8bef\u4fe1\u606f\u3002\u6a21\u62df\u6d4f\u89c8\u5668\u8bf7\u6c42\u7684\u5173\u952e\u5728\u4e8e\u8bbe\u7f6e\u8bf7\u6c42\u5934\uff0c\u5176\u4e2d\u5305\u62ecUser-Agent\u3001Cookies\u7b49\u4fe1\u606f\u3002<\/p>\n<\/p>\n

    \n
  1. \u8bbe\u7f6e\u8bf7\u6c42\u5934<\/strong><\/li>\n<\/ol>\n

    \u8bf7\u6c42\u5934\u662fHTTP\u8bf7\u6c42\u7684\u4e00\u90e8\u5206\uff0c\u7528\u4e8e\u4f20\u9012\u5173\u4e8e\u5ba2\u6237\u7aef\u73af\u5883\u7684\u4fe1\u606f\u3002\u8bbe\u7f6e\u8bf7\u6c42\u5934\u662f\u6a21\u62df\u6d4f\u89c8\u5668\u8bf7\u6c42\u7684\u7b2c\u4e00\u6b65\u3002\u5e38\u7528\u7684\u8bf7\u6c42\u5934\u5305\u62ecUser-Agent\u3001Referer\u3001Accept-Encoding\u7b49\u3002\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528requests<\/code>\u5e93\u6765\u8bbe\u7f6e\u8bf7\u6c42\u5934\uff1a<\/p>\n<\/p>\n

    import requests<\/p>\n
    headers = {<\/p>\n
        'User-Agent': 'Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/96.0.4664.45 Safari\/537.36',<\/p>\n
        'Accept-Language': 'en-US,en;q=0.9',<\/p>\n
        'Accept-Encoding': 'gzip, deflate, br',<\/p>\n
        'Referer': 'https:\/\/www.lagou.com\/',<\/p>\n
        'Connection': 'keep-alive'<\/p>\n
    }<\/p>\n
    response = requests.get('https:\/\/www.lagou.com\/jobs\/list_python', headers=headers)<\/p>\n
    <\/code><\/pre>\n<\/p>\n
      \n
    1. \u5904\u7406Cookies<\/strong><\/li>\n<\/ol>\n
      Cookies\u5728\u4fdd\u6301\u4f1a\u8bdd\u72b6\u6001\u548c\u901a\u8fc7\u53cd\u722c\u866b\u68c0\u6d4b\u65b9\u9762\u8d77\u7740\u91cd\u8981\u4f5c\u7528\u3002\u4e3a\u4e86\u6a21\u62df\u6d4f\u89c8\u5668\u8bf7\u6c42\uff0c\u9700\u8981\u5904\u7406\u548c\u7ef4\u62a4\u4f1a\u8bdd\u7684Cookies\u3002\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528requests<\/code>\u5e93\u7684Session<\/code>\u5bf9\u8c61\u6765\u7ba1\u7406Cookies\uff1a<\/p>\n<\/p>\n
      session = requests.Session()<\/p>\n
      response = session.get('https:\/\/www.lagou.com\/jobs\/list_python', headers=headers)<\/p>\n
      cookies = session.cookies.get_dict()<\/p>\n
      <\/code><\/pre>\n<\/p>\n
      \u901a\u8fc7\u7ef4\u62a4\u4f1a\u8bdd\u7684Cookies\uff0c\u53ef\u4ee5\u6709\u6548\u6a21\u62df\u6d4f\u89c8\u5668\u7684\u8bf7\u6c42\u884c\u4e3a\uff0c\u907f\u514d\u88ab\u7f51\u7ad9\u7684\u53cd\u722c\u866b\u673a\u5236\u68c0\u6d4b\u5230\u3002<\/p>\n<\/p>\n
      \u4e8c\u3001\u89e3\u6790\u7f51\u9875\u6570\u636e<\/p>\n<\/p>\n
      \u89e3\u6790\u7f51\u9875\u6570\u636e\u662f\u722c\u866b\u7684\u6838\u5fc3\u4efb\u52a1\u4e4b\u4e00\u3002\u5728\u83b7\u53d6\u7f51\u9875\u5185\u5bb9\u540e\uff0c\u9700\u8981\u89e3\u6790HTML\u6587\u6863\u4ee5\u63d0\u53d6\u6240\u9700\u7684\u6570\u636e\u3002\u5e38\u7528\u7684\u89e3\u6790\u5e93\u5305\u62ecBeautifulSoup<\/code>\u548clxml<\/code>\u3002<\/p>\n<\/p>\n
        \n
      1. \u4f7f\u7528BeautifulSoup\u89e3\u6790HTML<\/strong><\/li>\n<\/ol>\n
        BeautifulSoup<\/code>\u662f\u4e00\u4e2a\u6d41\u884c\u7684Python\u5e93\uff0c\u7528\u4e8e\u89e3\u6790HTML\u548cXML\u6587\u6863\u3002\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684API\u6765\u641c\u7d22\u548c\u63d0\u53d6\u6587\u6863\u4e2d\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n
        from bs4 import BeautifulSoup<\/p>\n
        soup = BeautifulSoup(response.content, 'html.parser')<\/p>\n
        job_listings = soup.find_all('div', class_='job-listing')<\/p>\n
        for job in job_listings:<\/p>\n
            title = job.find('h3').text<\/p>\n
            company = job.find('div', class_='company').text<\/p>\n
            print(f'Job Title: {title}, Company: {company}')<\/p>\n
        <\/code><\/pre>\n<\/p>\n
          \n
        1. \u4f7f\u7528XPath\u8fdb\u884c\u89e3\u6790<\/strong><\/li>\n<\/ol>\n
          lxml<\/code>\u5e93\u63d0\u4f9b\u4e86\u5bf9XPath\u7684\u652f\u6301\uff0cXPath\u662f\u4e00\u79cd\u5728XML\u6587\u6863\u4e2d\u67e5\u627e\u4fe1\u606f\u7684\u8bed\u8a00\u3002\u4f7f\u7528XPath\u53ef\u4ee5\u66f4\u7cbe\u786e\u5730\u63d0\u53d6\u6570\u636e\u3002<\/p>\n<\/p>\n
          from lxml import etree<\/p>\n
          tree = etree.HTML(response.content)<\/p>\n
          job_titles = tree.xpath('\/\/h3[@class="job-title"]\/text()')<\/p>\n
          for title in job_titles:<\/p>\n
              print(f'Job Title: {title}')<\/p>\n
          <\/code><\/pre>\n<\/p>\n
          \u4e09\u3001\u5e94\u5bf9\u53cd\u722c\u866b\u7b56\u7565<\/p>\n<\/p>\n
          \u62c9\u52fe\u7f51\u7b49\u7f51\u7ad9\u901a\u5e38\u4f1a\u5b9e\u65bd\u53cd\u722c\u866b\u7b56\u7565\u6765\u4fdd\u62a4\u5176\u6570\u636e\u3002\u5e38\u89c1\u7684\u53cd\u722c\u866b\u7b56\u7565\u5305\u62ecIP\u5c01\u7981\u3001\u9a8c\u8bc1\u7801\u9a8c\u8bc1\u3001\u8bf7\u6c42\u9891\u7387\u9650\u5236\u7b49\u3002<\/p>\n<\/p>\n
            \n
          1. \u4f7f\u7528\u4ee3\u7406<\/strong><\/li>\n<\/ol>\n
            \u4f7f\u7528\u4ee3\u7406\u53ef\u4ee5\u9690\u85cf\u722c\u866b\u7684\u771f\u5b9eIP\u5730\u5740\uff0c\u4ece\u800c\u907f\u514d\u88ab\u5c01\u7981\u3002\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528requests<\/code>\u5e93\u7684proxies<\/code>\u53c2\u6570\u6765\u8bbe\u7f6e\u4ee3\u7406\uff1a<\/p>\n<\/p>\n
            proxies = {<\/p>\n
                'http': 'http:\/\/your_proxy_ip:port',<\/p>\n
                'https': 'https:\/\/your_proxy_ip:port'<\/p>\n
            }<\/p>\n
            response = requests.get('https:\/\/www.lagou.com\/jobs\/list_python', headers=headers, proxies=proxies)<\/p>\n
            <\/code><\/pre>\n<\/p>\n
              \n
            1. \u8bbe\u7f6e\u8bf7\u6c42\u5ef6\u8fdf<\/strong><\/li>\n<\/ol>\n
              \u8bbe\u7f6e\u8bf7\u6c42\u5ef6\u8fdf\u53ef\u4ee5\u6709\u6548\u907f\u514d\u89e6\u53d1\u7f51\u7ad9\u7684\u8bf7\u6c42\u9891\u7387\u9650\u5236\u3002\u5728\u6bcf\u6b21\u8bf7\u6c42\u4e4b\u95f4\u63d2\u5165\u968f\u673a\u7684\u4f11\u7720\u65f6\u95f4\uff1a<\/p>\n<\/p>\n
              import time<\/p>\n
              import random<\/p>\n
              time.sleep(random.uniform(1, 3))<\/p>\n
              <\/code><\/pre>\n<\/p>\n
              \u56db\u3001\u5904\u7406\u6570\u636e\u5b58\u50a8<\/p>\n<\/p>\n
              \u5728\u6210\u529f\u722c\u53d6\u6570\u636e\u540e\uff0c\u901a\u5e38\u9700\u8981\u5c06\u6570\u636e\u5b58\u50a8\u5230\u6587\u4ef6\u6216\u6570\u636e\u5e93\u4e2d\uff0c\u4ee5\u4fbf\u540e\u7eed\u5206\u6790\u548c\u4f7f\u7528\u3002<\/p>\n<\/p>\n
                \n
              1. \u5b58\u50a8\u5230CSV\u6587\u4ef6<\/strong><\/li>\n<\/ol>\n
                \u53ef\u4ee5\u4f7f\u7528Python\u7684csv<\/code>\u6a21\u5757\u5c06\u6570\u636e\u5b58\u50a8\u5230CSV\u6587\u4ef6\u4e2d\u3002<\/p>\n<\/p>\n
                import csv<\/p>\n
                with open('jobs.csv', mode='w', newline='', encoding='utf-8') as file:<\/p>\n
                    writer = csv.writer(file)<\/p>\n
                    writer.writerow(['Job Title', 'Company'])<\/p>\n
                    for job in job_listings:<\/p>\n
                        writer.writerow([job['title'], job['company']])<\/p>\n
                <\/code><\/pre>\n<\/p>\n
                  \n
                1. \u5b58\u50a8\u5230\u6570\u636e\u5e93<\/strong><\/li>\n<\/ol>\n
                  \u53ef\u4ee5\u4f7f\u7528sqlite3<\/code>\u6a21\u5757\u6216\u5176\u4ed6\u6570\u636e\u5e93\u9a71\u52a8\u5c06\u6570\u636e\u5b58\u50a8\u5230\u6570\u636e\u5e93\u4e2d\u3002<\/p>\n<\/p>\n
                  import sqlite3<\/p>\n
                  conn = sqlite3.connect('jobs.db')<\/p>\n
                  cursor = conn.cursor()<\/p>\n
                  cursor.execute('CREATE TABLE IF NOT EXISTS jobs (title TEXT, company TEXT)')<\/p>\n
                  for job in job_listings:<\/p>\n
                      cursor.execute('INSERT INTO jobs (title, company) VALUES (?, ?)', (job['title'], job['company']))<\/p>\n
                  conn.commit()<\/p>\n
                  conn.close()<\/p>\n
                  <\/code><\/pre>\n<\/p>\n
                  \u4e94\u3001\u6ce8\u610f\u4e8b\u9879<\/p>\n<\/p>\n
                    \n
                  1. \u5408\u6cd5\u5408\u89c4<\/strong><\/li>\n<\/ol>\n
                    \u5728\u722c\u53d6\u6570\u636e\u65f6\uff0c\u52a1\u5fc5\u9075\u5b88\u76f8\u5173\u6cd5\u5f8b\u6cd5\u89c4\u4ee5\u53ca\u7f51\u7ad9\u7684\u4f7f\u7528\u6761\u6b3e\u3002\u672a\u7ecf\u6388\u6743\u7684\u722c\u53d6\u884c\u4e3a\u53ef\u80fd\u4f1a\u4fb5\u72af\u4ed6\u4eba\u7684\u77e5\u8bc6\u4ea7\u6743\u3002<\/p>\n<\/p>\n
                      \n
                    1. \u6570\u636e\u8d28\u91cf<\/strong><\/li>\n<\/ol>\n
                      \u786e\u4fdd\u722c\u53d6\u7684\u6570\u636e\u51c6\u786e\u65e0\u8bef\uff0c\u5e76\u5bf9\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u9a8c\u8bc1\uff0c\u4ee5\u63d0\u9ad8\u6570\u636e\u7684\u8d28\u91cf\u548c\u53ef\u9760\u6027\u3002<\/p>\n<\/p>\n
                        \n
                      1. \u8d44\u6e90\u6d88\u8017<\/strong><\/li>\n<\/ol>\n
                        \u722c\u866b\u7a0b\u5e8f\u53ef\u80fd\u4f1a\u6d88\u8017\u5927\u91cf\u7684\u7f51\u7edc\u5e26\u5bbd\u548c\u8ba1\u7b97\u8d44\u6e90\uff0c\u786e\u4fdd\u5bf9\u76ee\u6807\u7f51\u7ad9\u7684\u5f71\u54cd\u6700\u5c0f\u5316\uff0c\u907f\u514d\u5bf9\u7f51\u7ad9\u6b63\u5e38\u8fd0\u884c\u9020\u6210\u5e72\u6270\u3002<\/p>\n<\/p>\n
                        \u603b\u7ed3\uff1a\u901a\u8fc7\u6a21\u62df\u6d4f\u89c8\u5668\u8bf7\u6c42\u3001\u89e3\u6790\u7f51\u9875\u6570\u636e\u3001\u5e94\u5bf9\u53cd\u722c\u866b\u7b56\u7565\u3001\u5904\u7406\u6570\u636e\u5b58\u50a8\u7b49\u6b65\u9aa4\uff0c\u53ef\u4ee5\u6709\u6548\u5730\u4f7f\u7528Python\u722c\u53d6\u62c9\u52fe\u7f51\u7684\u6570\u636e\u3002\u7136\u800c\uff0c\u5728\u8fdb\u884c\u7f51\u7edc\u722c\u866b\u65f6\uff0c\u5fc5\u987b\u9075\u5faa\u5408\u6cd5\u5408\u89c4\u7684\u539f\u5219\uff0c\u5408\u7406\u4f7f\u7528\u6570\u636e\uff0c\u5c0a\u91cd\u4ed6\u4eba\u7684\u77e5\u8bc6\u4ea7\u6743\u3002<\/p>\n<\/p>\n
                        \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
                         \u5982\u4f55\u4f7f\u7528Python\u722c\u53d6\u62c9\u52fe\u7f51\u7684\u804c\u4f4d\u4fe1\u606f\uff1f<\/strong>
                        \u4f7f\u7528Python\u722c\u53d6\u62c9\u52fe\u7f51\u7684\u804c\u4f4d\u4fe1\u606f\uff0c\u60a8\u53ef\u4ee5\u5229\u7528requests\u5e93\u83b7\u53d6\u7f51\u9875\u5185\u5bb9\uff0c\u518d\u901a\u8fc7BeautifulSoup\u89e3\u6790HTML\u6587\u6863\u3002\u9996\u5148\uff0c\u786e\u4fdd\u5b89\u88c5\u5fc5\u8981\u7684\u5e93\uff0c\u7136\u540e\u9009\u62e9\u76ee\u6807\u804c\u4f4d\u9875\u9762\uff0c\u5206\u6790\u7f51\u9875\u7ed3\u6784\uff0c\u63d0\u53d6\u804c\u4f4d\u540d\u79f0\u3001\u516c\u53f8\u3001\u85aa\u8d44\u7b49\u4fe1\u606f\u3002\u6ce8\u610f\u9075\u5faa\u7f51\u7ad9\u7684\u722c\u866b\u89c4\u5219\uff0c\u8bbe\u7f6e\u5408\u9002\u7684\u8bf7\u6c42\u95f4\u9694\uff0c\u4ee5\u514d\u9020\u6210\u670d\u52a1\u5668\u8d1f\u62c5\u3002<\/p>\n
                        \u5728\u722c\u53d6\u62c9\u52fe\u7f51\u6570\u636e\u65f6\uff0c\u5982\u4f55\u5904\u7406\u53cd\u722c\u866b\u673a\u5236\uff1f<\/strong>
                        \u62c9\u52fe\u7f51\u53ef\u80fd\u4f1a\u5b9e\u65bd\u53cd\u722c\u866b\u673a\u5236\u6765\u4fdd\u62a4\u5176\u6570\u636e\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u8bf7\u6c42\u5934\u4f2a\u88c5\u6210\u6b63\u5e38\u7528\u6237\u3001\u4f7f\u7528\u4ee3\u7406\u670d\u52a1\u5668\u4ee5\u53ca\u968f\u673a\u8bf7\u6c42\u95f4\u9694\u6765\u964d\u4f4e\u88ab\u5c01\u7981\u7684\u98ce\u9669\u3002\u540c\u65f6\uff0c\u8003\u8651\u4f7f\u7528\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u5de5\u5177\u5982Selenium\uff0c\u6a21\u62df\u7528\u6237\u884c\u4e3a\uff0c\u6709\u6548\u5e94\u5bf9\u52a8\u6001\u52a0\u8f7d\u7684\u5185\u5bb9\u548cJavaScript\u6e32\u67d3\u7684\u6570\u636e\u3002<\/p>\n
                        \u722c\u53d6\u62c9\u52fe\u7f51\u540e\uff0c\u5982\u4f55\u5b58\u50a8\u548c\u5206\u6790\u83b7\u53d6\u7684\u6570\u636e\uff1f<\/strong>
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