{"id":1104019,"date":"2025-01-08T16:16:26","date_gmt":"2025-01-08T08:16:26","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1104019.html"},"modified":"2025-01-08T16:16:28","modified_gmt":"2025-01-08T08:16:28","slug":"python%e5%a6%82%e4%bd%95%e6%90%9c%e5%8d%83%e4%ba%ba%e5%be%ae%e4%bf%a1%e7%be%a4","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1104019.html","title":{"rendered":"python\u5982\u4f55\u641c\u5343\u4eba\u5fae\u4fe1\u7fa4"},"content":{"rendered":"

\"python\u5982\u4f55\u641c\u5343\u4eba\u5fae\u4fe1\u7fa4\"<\/p>\n

Python\u641c\u5343\u4eba\u5fae\u4fe1\u7fa4\u7684\u65b9\u6cd5<\/strong>\uff1a\u4f7f\u7528\u5fae\u4fe1Web API\u3001\u5229\u7528\u5fae\u4fe1\u673a\u5668\u4eba\u5e93\uff08\u5982ItChat\uff09\u3001\u901a\u8fc7\u5fae\u4fe1\u7f51\u9875\u7248\u722c\u866b\u3001\u7ed3\u5408\u6b63\u5219\u8868\u8fbe\u5f0f\u548c\u6587\u672c\u5904\u7406\u6280\u672f\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5229\u7528ItChat\u5e93\u6765\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u5229\u7528\u5fae\u4fe1\u673a\u5668\u4eba\u5e93\uff08\u5982ItChat\uff09<\/p>\n<\/p>\n

\u4f7f\u7528ItChat\u5e93\u662f\u4e00\u4e2a\u975e\u5e38\u65b9\u4fbf\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5fae\u4fe1\u529f\u80fd\u81ea\u52a8\u5316\u3002ItChat\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u5fae\u4fe1\u4e2a\u4eba\u53f7\u63a5\u53e3\uff0c\u652f\u6301\u591a\u79cd\u5fae\u4fe1\u529f\u80fd\uff0c\u5305\u62ec\u7fa4\u804a\u7ba1\u7406\u3001\u6d88\u606f\u5904\u7406\u7b49\u3002<\/p>\n<\/p>\n

1\u3001\u5b89\u88c5ItChat\u5e93<\/p>\n<\/p>\n

\u9996\u5148\uff0c\u60a8\u9700\u8981\u5b89\u88c5ItChat\u5e93\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n

pip install itchat<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u60a8\u53ef\u4ee5\u5f00\u59cb\u7f16\u5199\u4ee3\u7801\u6765\u767b\u5f55\u5fae\u4fe1\u5e76\u83b7\u53d6\u7fa4\u804a\u4fe1\u606f\u3002<\/p>\n<\/p>\n
2\u3001\u767b\u5f55\u5fae\u4fe1<\/p>\n<\/p>\n
\u4f7f\u7528ItChat\u767b\u5f55\u5fae\u4fe1\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u51e0\u884c\u4ee3\u7801\u5373\u53ef\u5b9e\u73b0\uff1a<\/p>\n<\/p>\n
import itchat<\/p>\n
\u767b\u5f55\u5fae\u4fe1<\/strong><\/h2>\n
itchat.auto_login(hotReload=True)<\/p>\n
<\/code><\/pre>\n<\/p>\n
hotReload=True<\/code>\u53c2\u6570\u53ef\u4ee5\u786e\u4fdd\u7a0b\u5e8f\u5728\u4e00\u6bb5\u65f6\u95f4\u5185\u4fdd\u6301\u767b\u5f55\u72b6\u6001\uff0c\u4e0d\u9700\u8981\u9891\u7e41\u626b\u7801\u767b\u5f55\u3002<\/p>\n<\/p>\n
3\u3001\u83b7\u53d6\u7fa4\u804a\u5217\u8868<\/p>\n<\/p>\n
\u767b\u5f55\u6210\u529f\u540e\uff0c\u60a8\u53ef\u4ee5\u83b7\u53d6\u6240\u6709\u7fa4\u804a\u7684\u5217\u8868\uff1a<\/p>\n<\/p>\n
# \u83b7\u53d6\u6240\u6709\u7fa4\u804a<\/p>\n
chatrooms = itchat.get_chatrooms()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u6b64\u65f6\uff0cchatrooms<\/code>\u53d8\u91cf\u4e2d\u5b58\u50a8\u4e86\u6240\u6709\u7fa4\u804a\u7684\u4fe1\u606f\u3002<\/p>\n<\/p>\n
4\u3001\u7b5b\u9009\u5343\u4eba\u5fae\u4fe1\u7fa4<\/p>\n<\/p>\n
\u63a5\u4e0b\u6765\uff0c\u60a8\u53ef\u4ee5\u904d\u5386\u7fa4\u804a\u5217\u8868\uff0c\u7b5b\u9009\u51fa\u6210\u5458\u6570\u91cf\u8d85\u8fc71000\u4eba\u7684\u5fae\u4fe1\u7fa4\uff1a<\/p>\n<\/p>\n
# \u7b5b\u9009\u5343\u4eba\u5fae\u4fe1\u7fa4<\/p>\n
thousand_member_groups = [room for room in chatrooms if room['MemberCount'] > 1000]<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8be6\u7ec6\u63cf\u8ff0\uff1a<\/strong><\/p>\n<\/p>\n
\u5176\u4e2d\uff0croom['MemberCount']<\/code>\u5c5e\u6027\u8868\u793a\u7fa4\u804a\u7684\u6210\u5458\u6570\u91cf\u3002\u901a\u8fc7\u904d\u5386\u7fa4\u804a\u5217\u8868\uff0c\u5e76\u7b5b\u9009\u51fa\u6210\u5458\u6570\u91cf\u8d85\u8fc71000\u4eba\u7684\u7fa4\u804a\uff0c\u60a8\u53ef\u4ee5\u627e\u5230\u6240\u6709\u7b26\u5408\u6761\u4ef6\u7684\u5fae\u4fe1\u7fa4\u3002<\/p>\n<\/p>\n
\u4e8c\u3001\u901a\u8fc7\u5fae\u4fe1\u7f51\u9875\u7248\u722c\u866b<\/p>\n<\/p>\n
\u9664\u4e86\u4f7f\u7528ItChat\u5e93\uff0c\u60a8\u8fd8\u53ef\u4ee5\u901a\u8fc7\u5fae\u4fe1\u7f51\u9875\u7248\u722c\u866b\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u76f8\u540c\u7684\u76ee\u6807\u3002\u8fd9\u79cd\u65b9\u6cd5\u9700\u8981\u4e00\u5b9a\u7684\u7f51\u9875\u722c\u866b\u6280\u672f\u548c\u5fae\u4fe1\u7f51\u9875\u7248\u7684\u64cd\u4f5c\u7ecf\u9a8c\u3002<\/p>\n<\/p>\n
1\u3001\u767b\u5f55\u5fae\u4fe1\u7f51\u9875\u7248<\/p>\n<\/p>\n
\u9996\u5148\uff0c\u60a8\u9700\u8981\u767b\u5f55\u5fae\u4fe1\u7f51\u9875\u7248\u3002\u6253\u5f00\u5fae\u4fe1\u7f51\u9875\u7248\u7684\u767b\u5f55\u9875\u9762\uff0c\u626b\u7801\u767b\u5f55\u5fae\u4fe1\u3002<\/p>\n<\/p>\n
2\u3001\u83b7\u53d6\u7fa4\u804a\u5217\u8868<\/p>\n<\/p>\n
\u767b\u5f55\u6210\u529f\u540e\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u722c\u866b\u6280\u672f\u83b7\u53d6\u7fa4\u804a\u5217\u8868\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff0c\u4f7f\u7528Selenium\u5e93\u6765\u5b9e\u73b0\uff1a<\/p>\n<\/p>\n
from selenium import webdriver<\/p>\n
from selenium.webdriver.common.by import By<\/p>\n
from selenium.webdriver.common.keys import Keys<\/p>\n
import time<\/p>\n
\u542f\u52a8\u6d4f\u89c8\u5668<\/strong><\/h2>\n
driver = webdriver.Chrome()<\/p>\n
\u6253\u5f00\u5fae\u4fe1\u7f51\u9875\u7248<\/strong><\/h2>\n
driver.get('https:\/\/web.wechat.com\/')<\/p>\n
\u7b49\u5f85\u626b\u7801\u767b\u5f55<\/strong><\/h2>\n
time.sleep(15)<\/p>\n
\u83b7\u53d6\u7fa4\u804a\u5217\u8868<\/strong><\/h2>\n
groups = driver.find_elements(By.CSS_SELECTOR, 'div.chat_item')<\/p>\n
\u904d\u5386\u7fa4\u804a\u5217\u8868\uff0c\u7b5b\u9009\u5343\u4eba\u5fae\u4fe1\u7fa4<\/strong><\/h2>\n
thousand_member_groups = []<\/p>\n
for group in groups:<\/p>\n
    group.click()<\/p>\n
    time.sleep(1)<\/p>\n
    member_count = int(driver.find_element(By.CSS_SELECTOR, 'span.member_count').text)<\/p>\n
    if member_count > 1000:<\/p>\n
        thousand_member_groups.append(group.text)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8be6\u7ec6\u63cf\u8ff0\uff1a<\/strong><\/p>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528Selenium\u5e93\u6765\u64cd\u4f5c\u6d4f\u89c8\u5668\uff0c\u5e76\u83b7\u53d6\u5fae\u4fe1\u7f51\u9875\u7248\u7684\u7fa4\u804a\u5217\u8868\u3002\u901a\u8fc7driver.find_elements(By.CSS_SELECTOR, 'div.chat_item')<\/code>\u83b7\u53d6\u6240\u6709\u7fa4\u804a\u9879\uff0c\u7136\u540e\u904d\u5386\u8fd9\u4e9b\u7fa4\u804a\u9879\uff0c\u70b9\u51fb\u6bcf\u4e2a\u7fa4\u804a\u4ee5\u83b7\u53d6\u6210\u5458\u6570\u91cf\uff0c\u7b5b\u9009\u51fa\u6210\u5458\u6570\u91cf\u8d85\u8fc71000\u4eba\u7684\u7fa4\u804a\u3002<\/p>\n<\/p>\n
\u4e09\u3001\u7ed3\u5408\u6b63\u5219\u8868\u8fbe\u5f0f\u548c\u6587\u672c\u5904\u7406\u6280\u672f<\/p>\n<\/p>\n
\u6b63\u5219\u8868\u8fbe\u5f0f\u548c\u6587\u672c\u5904\u7406\u6280\u672f\u5728\u5904\u7406\u5fae\u4fe1\u804a\u5929\u8bb0\u5f55\u548c\u7fa4\u804a\u4fe1\u606f\u65f6\u4e5f\u975e\u5e38\u6709\u7528\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7\u6293\u53d6\u5fae\u4fe1\u804a\u5929\u8bb0\u5f55\uff0c\u5e76\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u7b5b\u9009\u51fa\u5343\u4eba\u5fae\u4fe1\u7fa4\u7684\u4fe1\u606f\u3002<\/p>\n<\/p>\n
1\u3001\u83b7\u53d6\u804a\u5929\u8bb0\u5f55<\/p>\n<\/p>\n
\u9996\u5148\uff0c\u60a8\u9700\u8981\u83b7\u53d6\u5fae\u4fe1\u804a\u5929\u8bb0\u5f55\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7\u5fae\u4fe1\u5ba2\u6237\u7aef\u5bfc\u51fa\u804a\u5929\u8bb0\u5f55\u6216\u901a\u8fc7\u5fae\u4fe1\u7f51\u9875\u7248\u6293\u53d6\u804a\u5929\u8bb0\u5f55\u5b9e\u73b0\u3002<\/p>\n<\/p>\n
2\u3001\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u7b5b\u9009\u7fa4\u804a\u4fe1\u606f<\/p>\n<\/p>\n
\u83b7\u53d6\u804a\u5929\u8bb0\u5f55\u540e\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6765\u7b5b\u9009\u51fa\u7fa4\u804a\u4fe1\u606f\uff1a<\/p>\n<\/p>\n
import re<\/p>\n
\u793a\u4f8b\u804a\u5929\u8bb0\u5f55<\/strong><\/h2>\n
chat_records = """<\/p>\n
\u7fa4\u804a1: \u6210\u5458\u6570\u91cf: 500<\/p>\n
\u7fa4\u804a2: \u6210\u5458\u6570\u91cf: 1500<\/p>\n
\u7fa4\u804a3: \u6210\u5458\u6570\u91cf: 800<\/p>\n
\u7fa4\u804a4: \u6210\u5458\u6570\u91cf: 1200<\/p>\n
"""<\/p>\n
\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u7b5b\u9009\u5343\u4eba\u5fae\u4fe1\u7fa4<\/strong><\/h2>\n
pattern = re.compile(r'\u7fa4\u804a\\d+: \u6210\u5458\u6570\u91cf: (\\d+)')<\/p>\n
thousand_member_groups = [match.group() for match in pattern.finditer(chat_records) if int(match.group(1)) > 1000]<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8be6\u7ec6\u63cf\u8ff0\uff1a<\/strong><\/p>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0fpattern = re.compile(r'\u7fa4\u804a\\d+: \u6210\u5458\u6570\u91cf: (\\d+)')<\/code>\u6765\u5339\u914d\u7fa4\u804a\u4fe1\u606f\uff0c\u5e76\u7b5b\u9009\u51fa\u6210\u5458\u6570\u91cf\u8d85\u8fc71000\u4eba\u7684\u7fa4\u804a\u3002<\/p>\n<\/p>\n
\u56db\u3001\u7ed3\u5408\u591a\u79cd\u6280\u672f\u5b9e\u73b0<\/p>\n<\/p>\n
\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u60a8\u53ef\u80fd\u9700\u8981\u7ed3\u5408\u591a\u79cd\u6280\u672f\u6765\u5b9e\u73b0\u66f4\u590d\u6742\u7684\u9700\u6c42\u3002\u4f8b\u5982\uff0c\u60a8\u53ef\u4ee5\u5148\u4f7f\u7528ItChat\u5e93\u83b7\u53d6\u7fa4\u804a\u5217\u8868\uff0c\u7136\u540e\u901a\u8fc7\u6b63\u5219\u8868\u8fbe\u5f0f\u7b5b\u9009\u51fa\u5343\u4eba\u5fae\u4fe1\u7fa4\uff0c\u5e76\u4f7f\u7528Selenium\u5e93\u81ea\u52a8\u767b\u5f55\u5fae\u4fe1\u7f51\u9875\u7248\u8fdb\u884c\u9a8c\u8bc1\u3002<\/p>\n<\/p>\n
\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7efc\u5408\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
import itchat<\/p>\n
import re<\/p>\n
from selenium import webdriver<\/p>\n
from selenium.webdriver.common.by import By<\/p>\n
from selenium.webdriver.common.keys import Keys<\/p>\n
import time<\/p>\n
\u767b\u5f55\u5fae\u4fe1<\/strong><\/h2>\n
itchat.auto_login(hotReload=True)<\/p>\n
\u83b7\u53d6\u6240\u6709\u7fa4\u804a<\/strong><\/h2>\n
chatrooms = itchat.get_chatrooms()<\/p>\n
\u7b5b\u9009\u5343\u4eba\u5fae\u4fe1\u7fa4<\/strong><\/h2>\n
thousand_member_groups = [room for room in chatrooms if room['MemberCount'] > 1000]<\/p>\n
\u542f\u52a8\u6d4f\u89c8\u5668<\/strong><\/h2>\n
driver = webdriver.Chrome()<\/p>\n
\u6253\u5f00\u5fae\u4fe1\u7f51\u9875\u7248<\/strong><\/h2>\n
driver.get('https:\/\/web.wechat.com\/')<\/p>\n
\u7b49\u5f85\u626b\u7801\u767b\u5f55<\/strong><\/h2>\n
time.sleep(15)<\/p>\n
\u9a8c\u8bc1\u5343\u4eba\u5fae\u4fe1\u7fa4<\/strong><\/h2>\n
for group in thousand_member_groups:<\/p>\n
    group_name = group['NickName']<\/p>\n
    group_element = driver.find_element(By.XPATH, f"\/\/span[text()='{group_name}']")<\/p>\n
    group_element.click()<\/p>\n
    time.sleep(1)<\/p>\n
    member_count = int(driver.find_element(By.CSS_SELECTOR, 'span.member_count').text)<\/p>\n
    if member_count > 1000:<\/p>\n
        print(f"\u7fa4\u804a {group_name} \u662f\u4e00\u4e2a\u5343\u4eba\u5fae\u4fe1\u7fa4")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8be6\u7ec6\u63cf\u8ff0\uff1a<\/strong><\/p>\n<\/p>\n
\u5728\u8fd9\u4e2a\u7efc\u5408\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u4f7f\u7528ItChat\u5e93\u83b7\u53d6\u6240\u6709\u7fa4\u804a\uff0c\u5e76\u7b5b\u9009\u51fa\u5343\u4eba\u5fae\u4fe1\u7fa4\u3002\u7136\u540e\uff0c\u4f7f\u7528Selenium\u5e93\u81ea\u52a8\u767b\u5f55\u5fae\u4fe1\u7f51\u9875\u7248\uff0c\u5e76\u9a8c\u8bc1\u7b5b\u9009\u51fa\u7684\u5343\u4eba\u5fae\u4fe1\u7fa4\u3002<\/p>\n<\/p>\n
\u603b\u7ed3<\/p>\n<\/p>\n
\u901a\u8fc7\u672c\u6587\u7684\u4ecb\u7ecd\uff0c\u60a8\u5e94\u8be5\u5df2\u7ecf\u4e86\u89e3\u4e86\u5982\u4f55\u4f7f\u7528Python\u6765\u641c\u5343\u4eba\u5fae\u4fe1\u7fa4\u7684\u65b9\u6cd5\u3002\u65e0\u8bba\u662f\u4f7f\u7528ItChat\u5e93\u3001\u5fae\u4fe1\u7f51\u9875\u7248\u722c\u866b\uff0c\u8fd8\u662f\u7ed3\u5408\u6b63\u5219\u8868\u8fbe\u5f0f\u548c\u6587\u672c\u5904\u7406\u6280\u672f\uff0c\u60a8\u90fd\u53ef\u4ee5\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u60a8\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u9002\u5408\u7684\u65b9\u6cd5\uff0c\u751a\u81f3\u7ed3\u5408\u591a\u79cd\u6280\u672f\u6765\u5b9e\u73b0\u66f4\u590d\u6742\u7684\u529f\u80fd\u3002\u5e0c\u671b\u672c\u6587\u5bf9\u60a8\u6709\u6240\u5e2e\u52a9\uff0c\u795d\u60a8\u5728\u5fae\u4fe1\u81ea\u52a8\u5316\u65b9\u9762\u53d6\u5f97\u6210\u529f\uff01<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
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