使用Python3和Selenium打造自动化搜狗微信爬虫

开篇

本篇文章旨在实现一个简单的爬虫程序，用来爬取搜狗|微信中爬取文章，并保存到excel中。之所以采用这个网站，是因为这个网站不用登录，便于爬取。本文仅做学习用，希望本文的程序，能对您起到抛砖引玉的作用。

环境准备

• 安装与谷歌浏览器版本匹配的chormeDriver
• 确保已经安装了python3和pip,然后按照下列命令依次安装所需的库

pip install selenium
pip install openpyxl
pip install pandas

代码实现

import time
from selenium import webdriver
from selenium.common.exceptions import TimeoutException
from selenium.webdriver.chrome.service import Service
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from openpyxl import Workbook
from datetime import datetime

# 设置chrome浏览器驱动程序和可执行文件的路径，并返回一个配置好的WebDriver对象
def setup_driver(chrome_driver_path, chrome_binary_path=None):
    options = webdriver.ChromeOptions()
    if chrome_binary_path:
        options.binary_location = chrome_binary_path
    # options.add_argument("--headless")  # 以无头模式运行，不打开浏览器窗口
    service = Service(chrome_driver_path)
    driver = webdriver.Chrome(service=service, options=options)
    return driver

# 在指定的WebDriver对象中执行搜索和爬取操作，将结果存储在一个列表中并返回
def search_and_scrape(driver, keyword, num_pages=5):
    # 搜索目标网址
    driver.get("https://weixin.sogou.com/")
    # 这句代码的意思是在WebDriver对象中查找一个具有指定ID属性值的元素
    search_box = driver.find_element(By.ID, "query")
    search_box.send_keys(keyword)
    # 对应的是搜狗微信的"搜文章"按钮，元素如下:
    # <input type="submit" value="搜文章" οnclick="weinxinfilter(this, 2)" uigs="search_article">
    search_button = driver.find_element(By.XPATH, '//input[@value="搜文章"]')
    search_button.click()

    results = []

    for page in range(num_pages):
        print(f"正在爬取第 {page + 1} 页...")
        time.sleep(5)  # 等待页面加载
        search_results = driver.find_elements(By.XPATH, '//ul[@class="news-list"]/li')
        
        for result in search_results:
            try:
                # 这一块分别对应的元素，可以在https://weixin.sogou.com/上查找
                # 我也截取了这一块的网页结构代码，可以作为参考
                title = result.find_element(By.XPATH, './/h3/a').text
                abstract = result.find_element(By.XPATH, './/p[@class="txt-info"]').text
                link = result.find_element(By.XPATH, './/h3/a').get_attribute("href")
                source = result.find_element(By.XPATH, './/div[@class="s-p"]').text
                date_index = source.find("20")
                if date_index != -1:
                    source = source[:date_index]
                # 增加爬取到的结果到results中
                results.append({"标题": title, "摘要": abstract, "链接": link, "来源": source})
            except Exception as e:
                print(f"处理文章时出错：{e}")
                continue

        print(f"第 {page + 1} 页爬取完成，当前总文章数：{len(results)}")

        if page < num_pages - 1:
            # 滚动到页面底部
            driver.execute_script("window.scrollTo(0, document.body.scrollHeight);")
            try:
                # 这一块对应的是页面底部的下一页
                # <a id="sogou_next" href="?query=AI&amp;_sug_type_=&amp;sut=941&amp;
                # lkt=3%2C1718688539526%2C1718688540190&amp;s_from=input&amp;_sug_=y&amp;
                #type=2&amp;sst0=1718688540297&amp;page=2&amp;ie=utf8&amp;w=01019900&amp;dr=1" class="np" 
                # uigs="page_next">下一页</a>
                WebDriverWait(driver, 5).until(EC.element_to_be_clickable((By.ID, 'sogou_next')))
            except TimeoutException:
                print("已到达最后一页")
                break
            next_page_button = driver.find_element(By.ID, 'sogou_next')
            next_page_button.click()

    return results

# 保存数据到excel表格中
def save_to_excel(data, keyword):
    now = datetime.now().strftime("%Y%m%d_%H%M%S")
    wb = Workbook()
    ws = wb.active
    ws.append(["标题", "摘要", "链接", "来源"])
    
    for item in data:
        ws.append([item["标题"], item["摘要"], item["链接"], item["来源"]])
    
    filename = f"{keyword}_微信_{now}.xlsx"
    wb.save(filename)
    print(f"数据已保存到 {filename}")

def main():
    chrome_driver_path = r'F:\applications\chrome\chromedriver\chromedriver.exe'  # 替换为您自己的 chromedriver 路径
    chrome_binary_path = r'F:\applications\chrome\chrome\chrome.exe'  # 替换为您自己的 Chrome 可执行文件路径
    keyword = "橘猫"
    pages_to_scrape = 5

    driver = setup_driver(chrome_driver_path, chrome_binary_path)
    try:
        results = search_and_scrape(driver, keyword, pages_to_scrape)
        if results:
            save_to_excel(results, keyword)
        else:
            print("没有抓取到任何数据。")
    finally:
        driver.quit()

if __name__ == "__main__":
    main()

解释

为了便于学习，我给代码写了非常完善的注释，相信还是比较容易理解的。而针对代码中涉及到目标网页结构代码的部分，您可以直接到该网站使用F12来检查其代码结果，或者直接参考下面我截取的屏幕截图以及部分HTML代码。

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<p class="txt-info" id="sogou_vr_11002601_summary_9">✦++点击蓝字 关注我们全宇人力Metalent人工智能(<em><!--red_beg-->AI<!--red_end--></em>)正在通过改善员工体验和组织运营来改变人力资源管理.本文将讨论人工智能...</p>
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注

至此，一个简单的爬虫就算是做好啦！值得注意的是，本文用到的chrome.exe以及chromedriver.exe的地址，您需要手动替换成自己这些程序的目录。

感谢阅读！