{"id":921532,"date":"2024-12-26T14:14:10","date_gmt":"2024-12-26T06:14:10","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/921532.html"},"modified":"2024-12-26T14:14:12","modified_gmt":"2024-12-26T06:14:12","slug":"python%e5%a6%82%e4%bd%95%e7%88%ac%e5%8f%96%e7%bd%91%e9%a1%b5%e6%95%b0%e6%8d%ae","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/921532.html","title":{"rendered":"python\u5982\u4f55\u722c\u53d6\u7f51\u9875\u6570\u636e"},"content":{"rendered":"

\"python\u5982\u4f55\u722c\u53d6\u7f51\u9875\u6570\u636e\"<\/p>\n

Python\u722c\u53d6\u7f51\u9875\u6570\u636e\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u5e93\u5982requests\u3001BeautifulSoup\u3001Scrapy\u7b49\uff0c\u7ed3\u5408\u6b63\u5219\u8868\u8fbe\u5f0f\u3001XPath\u7b49\u6280\u672f\u5b9e\u73b0\u3002<\/strong>\u5176\u4e2d\uff0crequests\u5e93\u7528\u4e8e\u53d1\u9001HTTP\u8bf7\u6c42\uff0c\u83b7\u53d6\u7f51\u9875\u7684HTML\u6e90\u4ee3\u7801\uff1bBeautifulSoup\u5219\u7528\u4e8e\u89e3\u6790HTML\u6587\u6863\uff0c\u63d0\u53d6\u6240\u9700\u7684\u6570\u636e\uff1bScrapy\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u722c\u866b\u6846\u67b6\uff0c\u9002\u5408\u5927\u89c4\u6a21\u6570\u636e\u722c\u53d6\u3002\u4e3a\u4e86\u63d0\u9ad8\u722c\u53d6\u6548\u7387\u548c\u7a33\u5b9a\u6027\uff0c\u4f7f\u7528\u4ee3\u7406IP\u3001\u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a\u3001\u8bbe\u7f6e\u8bf7\u6c42\u5934\u7b49\u65b9\u6cd5\u662f\u5e38\u89c1\u7684\u6280\u5de7\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u4e9b\u5de5\u5177\u548c\u6280\u672f\u7684\u4f7f\u7528\u65b9\u6cd5\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u4f7f\u7528REQUESTS\u5e93\u53d1\u9001HTTP\u8bf7\u6c42<\/h3>\n<\/p>\n

requests\u5e93\u662fPython\u4e2d\u6700\u5e38\u7528\u7684HTTP\u8bf7\u6c42\u5e93\uff0c\u5b83\u63d0\u4f9b\u4e86\u7b80\u5355\u6613\u7528\u7684\u63a5\u53e3\u6765\u83b7\u53d6\u7f51\u9875\u6570\u636e\u3002<\/p>\n<\/p>\n

    \n
  1. \n

    \u5b89\u88c5\u548c\u57fa\u672c\u4f7f\u7528<\/strong><\/p>\n<\/p>\n

    \u4f7f\u7528pip\u5b89\u88c5requests\u5e93\uff1a<\/p>\n<\/p>\n

    pip install requests<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u4f7f\u7528requests\u53d1\u9001GET\u8bf7\u6c42\u83b7\u53d6\u7f51\u9875\u5185\u5bb9\uff1a<\/p>\n<\/p>\n
    import requests<\/p>\n
    url = "http:\/\/example.com"<\/p>\n
    response = requests.get(url)<\/p>\n
    print(response.text)<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0crequests.get(url)<\/code>\u8fd4\u56de\u4e00\u4e2a\u54cd\u5e94\u5bf9\u8c61\uff0c\u8be5\u5bf9\u8c61\u5305\u542b\u4e86\u670d\u52a1\u5668\u8fd4\u56de\u7684\u6240\u6709\u4fe1\u606f\uff0c\u5305\u62ec\u7f51\u9875\u7684\u5185\u5bb9\uff08\u901a\u8fc7response.text<\/code>\u83b7\u53d6\uff09\u3002<\/p>\n<\/p>\n<\/li>\n
  2. \n
    \u6dfb\u52a0\u8bf7\u6c42\u5934\u548c\u53c2\u6570<\/strong><\/p>\n<\/p>\n
    \u5728\u5b9e\u9645\u722c\u866b\u4e2d\uff0c\u4e3a\u4e86\u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a\uff0c\u901a\u5e38\u9700\u8981\u6dfb\u52a0\u8bf7\u6c42\u5934\uff1a<\/p>\n<\/p>\n
    headers = {<\/p>\n
        "User-Agent": "Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/58.0.3029.110 Safari\/537.3"<\/p>\n
    }<\/p>\n
    response = requests.get(url, headers=headers)<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u901a\u8fc7headers<\/code>\u53c2\u6570\uff0c\u53ef\u4ee5\u4f2a\u88c5\u6210\u6d4f\u89c8\u5668\u8fdb\u884c\u8bbf\u95ee\uff0c\u907f\u514d\u88ab\u4e00\u4e9b\u7f51\u7ad9\u7684\u53cd\u722c\u866b\u673a\u5236\u8bc6\u522b\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
    \u4e8c\u3001\u4f7f\u7528BEAUTIFULSOUP\u89e3\u6790HTML<\/h3>\n<\/p>\n
    BeautifulSoup\u662f\u4e00\u4e2a\u7528\u4e8e\u89e3\u6790HTML\u548cXML\u6587\u6863\u7684\u5e93\uff0c\u53ef\u4ee5\u8f7b\u677e\u63d0\u53d6\u7f51\u9875\u4e2d\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n
      \n
    1. \n
      \u5b89\u88c5\u548c\u57fa\u672c\u4f7f\u7528<\/strong><\/p>\n<\/p>\n
      \u4f7f\u7528pip\u5b89\u88c5BeautifulSoup\uff1a<\/p>\n<\/p>\n
      pip install beautifulsoup4<\/p>\n
      <\/code><\/pre>\n<\/p>\n
      \u89e3\u6790HTML\u6587\u6863\u5e76\u63d0\u53d6\u6570\u636e\uff1a<\/p>\n<\/p>\n
      from bs4 import BeautifulSoup<\/p>\n
      html_doc = response.text<\/p>\n
      soup = BeautifulSoup(html_doc, 'html.parser')<\/p>\n
      \u63d0\u53d6\u7279\u5b9a\u6807\u7b7e\u7684\u6570\u636e<\/strong><\/h2>\n
      title = soup.title.string<\/p>\n
      print(f"Title: {title}")<\/p>\n
      <\/code><\/pre>\n<\/p>\n<\/li>\n
    2. \n
      \u4f7f\u7528\u9009\u62e9\u5668\u63d0\u53d6\u6570\u636e<\/strong><\/p>\n<\/p>\n
      BeautifulSoup\u63d0\u4f9b\u4e86\u591a\u79cd\u9009\u62e9\u5668\u65b9\u6cd5\uff0c\u4f8b\u5982find()<\/code>\u3001find_all()<\/code>\u3001select()<\/code>\u7b49\uff0c\u7528\u4e8e\u63d0\u53d6\u7279\u5b9a\u7684HTML\u5143\u7d20\u3002<\/p>\n<\/p>\n
      # \u67e5\u627e\u6240\u6709\u7684<a>\u6807\u7b7e<\/p>\n
      links = soup.find_all('a')<\/p>\n
      for link in links:<\/p>\n
          print(link.get('href'))<\/p>\n
      \u4f7f\u7528CSS\u9009\u62e9\u5668<\/strong><\/h2>\n
      items = soup.select('.item > a')<\/p>\n
      for item in items:<\/p>\n
          print(item.get_text())<\/p>\n
      <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n
      \u4e09\u3001\u4f7f\u7528SCRAPY\u8fdb\u884c\u5927\u89c4\u6a21\u6570\u636e\u722c\u53d6<\/h3>\n<\/p>\n
      Scrapy\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u722c\u866b\u6846\u67b6\uff0c\u9002\u5408\u7528\u4e8e\u5927\u89c4\u6a21\u3001\u590d\u6742\u7684\u7f51\u7ad9\u6570\u636e\u722c\u53d6\u3002<\/p>\n<\/p>\n
        \n
      1. \n
        \u5b89\u88c5\u548c\u9879\u76ee\u521b\u5efa<\/strong><\/p>\n<\/p>\n
        \u4f7f\u7528pip\u5b89\u88c5Scrapy\uff1a<\/p>\n<\/p>\n
        pip install scrapy<\/p>\n
        <\/code><\/pre>\n<\/p>\n
        \u521b\u5efa\u4e00\u4e2aScrapy\u9879\u76ee\uff1a<\/p>\n<\/p>\n
        scrapy startproject myproject<\/p>\n
        <\/code><\/pre>\n<\/p>\n<\/li>\n
      2. \n
        \u5b9a\u4e49\u722c\u866b<\/strong><\/p>\n<\/p>\n
        \u5728Scrapy\u9879\u76ee\u4e2d\uff0c\u5b9a\u4e49\u722c\u866b\u7c7b\u7ee7\u627f\u81eascrapy.Spider<\/code>\uff0c\u5e76\u5b9e\u73b0parse<\/code>\u65b9\u6cd5\u3002<\/p>\n<\/p>\n
        import scrapy<\/p>\n
        class MySpider(scrapy.Spider):<\/p>\n
            name = "myspider"<\/p>\n
            start_urls = ["http:\/\/example.com"]<\/p>\n
            def parse(self, response):<\/p>\n
                for title in response.css('title::text'):<\/p>\n
                    yield {'title': title.get()}<\/p>\n
        <\/code><\/pre>\n<\/p>\n<\/li>\n
      3. \n
        \u8fd0\u884c\u722c\u866b<\/strong><\/p>\n<\/p>\n
        \u4f7f\u7528Scrapy\u547d\u4ee4\u8fd0\u884c\u722c\u866b\uff1a<\/p>\n<\/p>\n
        scrapy crawl myspider<\/p>\n
        <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n
        \u56db\u3001\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u548cXPATH\u63d0\u53d6\u6570\u636e<\/h3>\n<\/p>\n
        \u5728\u722c\u866b\u8fc7\u7a0b\u4e2d\uff0c\u6b63\u5219\u8868\u8fbe\u5f0f\u548cXPath\u662f\u5e38\u7528\u7684\u6570\u636e\u63d0\u53d6\u6280\u672f\u3002<\/p>\n<\/p>\n
          \n
        1. \n
          \u6b63\u5219\u8868\u8fbe\u5f0f<\/strong><\/p>\n<\/p>\n
          Python\u7684re<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6b63\u5219\u8868\u8fbe\u5f0f\u529f\u80fd\u3002<\/p>\n<\/p>\n
          import re<\/p>\n
          text = "Contact us at contact@example.com"<\/p>\n
          match = re.search(r'\\w+@\\w+\\.\\w+', text)<\/p>\n
          if match:<\/p>\n
              print(f"EmAI<\/a>l found: {match.group()}")<\/p>\n
          <\/code><\/pre>\n<\/p>\n<\/li>\n
        2. \n
          XPath<\/strong><\/p>\n<\/p>\n
          XPath\u662f\u4e00\u79cd\u7528\u4e8e\u5728XML\u6587\u6863\u4e2d\u5b9a\u4f4d\u8282\u70b9\u7684\u8bed\u8a00\uff0cScrapy\u548clxml\u5e93\u90fd\u652f\u6301\u4f7f\u7528XPath\u9009\u62e9\u5668\u3002<\/p>\n<\/p>\n
          from lxml import etree<\/p>\n
          tree = etree.HTML(response.text)<\/p>\n
          title = tree.xpath('\/\/title\/text()')<\/p>\n
          print(f"Title: {title[0]}")<\/p>\n
          <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n
          \u4e94\u3001\u63d0\u9ad8\u722c\u866b\u6548\u7387\u548c\u7a33\u5b9a\u6027<\/h3>\n<\/p>\n
            \n
          1. \n
            \u4f7f\u7528\u4ee3\u7406IP<\/strong><\/p>\n<\/p>\n
            \u5728\u722c\u53d6\u9891\u7387\u8f83\u9ad8\u7684\u7f51\u7ad9\u65f6\uff0c\u4f7f\u7528\u4ee3\u7406IP\u53ef\u4ee5\u907f\u514d\u88ab\u5c01\u7981\u3002<\/p>\n<\/p>\n
            proxies = {<\/p>\n
                "http": "http:\/\/proxy.example.com:8080",<\/p>\n
                "https": "https:\/\/proxy.example.com:8080"<\/p>\n
            }<\/p>\n
            response = requests.get(url, proxies=proxies)<\/p>\n
            <\/code><\/pre>\n<\/p>\n<\/li>\n
          2. \n
            \u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a<\/strong><\/p>\n<\/p>\n
            \u9664\u4e86\u8bbe\u7f6e\u8bf7\u6c42\u5934\uff0c\u8fd8\u53ef\u4ee5\u4f7f\u7528Selenium\u7b49\u5de5\u5177\u6a21\u62df\u5b8c\u6574\u7684\u6d4f\u89c8\u5668\u884c\u4e3a\u3002<\/p>\n<\/p>\n
            from selenium import webdriver<\/p>\n
            driver = webdriver.Chrome()<\/p>\n
            driver.get(url)<\/p>\n
            content = driver.page_source<\/p>\n
            driver.quit()<\/p>\n
            <\/code><\/pre>\n<\/p>\n<\/li>\n
          3. \n
            \u8bbe\u7f6e\u8bf7\u6c42\u95f4\u9694<\/strong><\/p>\n<\/p>\n
            \u4f7f\u7528time.sleep()\u8bbe\u7f6e\u8bf7\u6c42\u95f4\u9694\uff0c\u907f\u514d\u8fc7\u4e8e\u9891\u7e41\u7684\u8bf7\u6c42\u3002<\/p>\n<\/p>\n
            import time<\/p>\n
            for url in url_list:<\/p>\n
                response = requests.get(url)<\/p>\n
                time.sleep(1)  # \u6682\u505c1\u79d2<\/p>\n
            <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n
            \u516d\u3001\u603b\u7ed3<\/h3>\n<\/p>\n
            Python\u722c\u53d6\u7f51\u9875\u6570\u636e\u662f\u4e00\u4e2a\u7efc\u5408\u5e94\u7528\u591a\u79cd\u6280\u672f\u548c\u5de5\u5177\u7684\u8fc7\u7a0b\u3002requests\u5e93\u7528\u4e8e\u53d1\u9001HTTP\u8bf7\u6c42\uff0cBeautifulSoup\u7528\u4e8e\u89e3\u6790HTML\uff0cScrapy\u9002\u5408\u5927\u89c4\u6a21\u722c\u53d6\uff0c\u6b63\u5219\u8868\u8fbe\u5f0f\u548cXPath\u7528\u4e8e\u6570\u636e\u63d0\u53d6<\/strong>\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u548c\u65b9\u6cd5\uff0c\u540c\u65f6\u6ce8\u610f\u9075\u5b88\u7f51\u7ad9\u7684\u722c\u866b\u534f\u8bae\uff08robots.txt\uff09\u548c\u76f8\u5173\u6cd5\u5f8b\u6cd5\u89c4\u3002\u901a\u8fc7\u5408\u7406\u8bbe\u7f6e\u8bf7\u6c42\u5934\u3001\u4f7f\u7528\u4ee3\u7406\u3001\u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a\u3001\u8bbe\u7f6e\u8bf7\u6c42\u95f4\u9694\u7b49\u65b9\u6cd5\uff0c\u53ef\u4ee5\u6709\u6548\u63d0\u9ad8\u722c\u866b\u7684\u6548\u7387\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n<\/p>\n
            \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
             \u5982\u4f55\u9009\u62e9\u5408\u9002\u7684Python\u5e93\u8fdb\u884c\u7f51\u9875\u6570\u636e\u722c\u53d6\uff1f<\/strong>
            \u5728Python\u4e2d\uff0c\u6709\u591a\u4e2a\u5e93\u53ef\u4ee5\u7528\u6765\u722c\u53d6\u7f51\u9875\u6570\u636e\uff0c\u5176\u4e2d\u6700\u5e38\u7528\u7684\u5305\u62ecRequests\u548cBeautifulSoup\u3002Requests\u5e93\u7528\u4e8e\u53d1\u9001HTTP\u8bf7\u6c42\uff0c\u83b7\u53d6\u7f51\u9875\u5185\u5bb9\uff0c\u800cBeautifulSoup\u5219\u7528\u4e8e\u89e3\u6790HTML\u548cXML\u6587\u6863\uff0c\u65b9\u4fbf\u63d0\u53d6\u6240\u9700\u7684\u6570\u636e\u3002\u5bf9\u4e8e\u66f4\u590d\u6742\u7684\u7f51\u9875\uff0cScrapy\u6846\u67b6\u63d0\u4f9b\u4e86\u66f4\u52a0\u9ad8\u6548\u7684\u722c\u866b\u89e3\u51b3\u65b9\u6848\u3002\u6839\u636e\u4f60\u7684\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5e93\uff0c\u80fd\u591f\u63d0\u9ad8\u722c\u53d6\u6548\u7387\u548c\u6570\u636e\u5904\u7406\u80fd\u529b\u3002<\/p>\n
            \u722c\u53d6\u7f51\u9875\u6570\u636e\u65f6\u5e94\u8be5\u6ce8\u610f\u54ea\u4e9b\u6cd5\u5f8b\u548c\u9053\u5fb7\u95ee\u9898\uff1f<\/strong>
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            \u5982\u4f55\u5904\u7406\u52a8\u6001\u7f51\u9875\u7684\u722c\u53d6\u9700\u6c42\uff1f<\/strong>
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