{"id":1113154,"date":"2025-01-08T17:45:07","date_gmt":"2025-01-08T09:45:07","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1113154.html"},"modified":"2025-01-08T17:45:09","modified_gmt":"2025-01-08T09:45:09","slug":"%e5%a6%82%e4%bd%95%e4%bb%8epython%e7%88%ac%e5%8f%96%e6%9f%90%e5%ae%9d%e7%bd%91%e7%ab%99%e6%95%b0%e6%8d%ae","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1113154.html","title":{"rendered":"\u5982\u4f55\u4ecepython\u722c\u53d6\u67d0\u5b9d\u7f51\u7ad9\u6570\u636e"},"content":{"rendered":"

\"\u5982\u4f55\u4ecepython\u722c\u53d6\u67d0\u5b9d\u7f51\u7ad9\u6570\u636e\"<\/p>\n

\u5982\u4f55\u4ecePython\u722c\u53d6\u67d0\u5b9d\u7f51\u7ad9\u6570\u636e<\/strong><\/p>\n<\/p>\n

\u722c\u53d6\u6dd8\u5b9d\u7f51\u7ad9\u6570\u636e\u7684\u6838\u5fc3\u65b9\u6cd5\u5305\u62ec\uff1a\u4f7f\u7528Selenium\u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a\u3001\u4f7f\u7528requests\u5e93\u53d1\u9001HTTP\u8bf7\u6c42\u3001\u4f7f\u7528BeautifulSoup\u89e3\u6790\u7f51\u9875\u5185\u5bb9<\/strong>\u3002\u4e0b\u9762\u6211\u4eec\u5c06\u91cd\u70b9\u8ba8\u8bba\u5982\u4f55\u4f7f\u7528Selenium\u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a\u6765\u722c\u53d6\u6dd8\u5b9d\u6570\u636e\u3002<\/p>\n<\/p>\n

Selenium \u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u5b83\u80fd\u591f\u6a21\u62df\u7528\u6237\u5728\u6d4f\u89c8\u5668\u4e0a\u7684\u64cd\u4f5c\uff0c\u6bd4\u5982\u70b9\u51fb\u3001\u8f93\u5165\u6587\u5b57\u7b49\u3002\u5bf9\u4e8e\u6dd8\u5b9d\u8fd9\u6837\u7684\u7f51\u7ad9\uff0c\u5b83\u4eec\u901a\u5e38\u4f1a\u4f7f\u7528\u52a8\u6001\u52a0\u8f7d\u7684\u6280\u672f\uff0c\u7b80\u5355\u7684HTTP\u8bf7\u6c42\u96be\u4ee5\u83b7\u53d6\u5230\u5b8c\u6574\u7684\u9875\u9762\u5185\u5bb9\uff0c\u800c\u4f7f\u7528Selenium\u5219\u53ef\u4ee5\u7ed5\u8fc7\u8fd9\u4e9b\u9650\u5236\u3002<\/p>\n<\/p>\n

\u4e00\u3001Selenium\u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a<\/p>\n<\/p>\n

\u4f7f\u7528Selenium\u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a\uff0c\u6211\u4eec\u53ef\u4ee5\u50cf\u6b63\u5e38\u7528\u6237\u4e00\u6837\u8bbf\u95ee\u6dd8\u5b9d\u7f51\uff0c\u5e76\u4e14\u6a21\u62df\u7528\u6237\u7684\u5404\u79cd\u64cd\u4f5c\uff0c\u6bd4\u5982\u767b\u5f55\u3001\u641c\u7d22\u3001\u7ffb\u9875\u7b49\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u6211\u4eec\u53ef\u4ee5\u83b7\u53d6\u5230\u6240\u9700\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n

1\u3001\u5b89\u88c5\u5e76\u8bbe\u7f6eSelenium<\/p>\n<\/p>\n

\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u5b89\u88c5Selenium\u548c\u6d4f\u89c8\u5668\u9a71\u52a8\uff08\u4ee5Chrome\u4e3a\u4f8b\uff09\uff1a<\/p>\n<\/p>\n

pip install selenium<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u7136\u540e\u4e0b\u8f7d\u76f8\u5e94\u7684ChromeDriver\uff0c\u653e\u5230\u7cfb\u7edf\u8def\u5f84\u4e2d\u3002<\/p>\n<\/p>\n
2\u3001\u6a21\u62df\u767b\u5f55\u6dd8\u5b9d<\/p>\n<\/p>\n
\u6dd8\u5b9d\u5bf9\u672a\u767b\u5f55\u7528\u6237\u7684\u6570\u636e\u8bbf\u95ee\u6709\u5f88\u591a\u9650\u5236\uff0c\u56e0\u6b64\u6211\u4eec\u901a\u5e38\u9700\u8981\u6a21\u62df\u7528\u6237\u767b\u5f55\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n
from selenium import webdriver<\/p>\n
import time<\/p>\n
\u8bbe\u7f6eChrome\u6d4f\u89c8\u5668<\/strong><\/h2>\n
options = webdriver.ChromeOptions()<\/p>\n
options.add_argument("--start-maximized")<\/p>\n
driver = webdriver.Chrome(chrome_options=options)<\/p>\n
\u8bbf\u95ee\u6dd8\u5b9d\u767b\u5f55\u9875<\/strong><\/h2>\n
driver.get("https:\/\/login.taobao.com")<\/p>\n
\u7b49\u5f85\u7528\u6237\u624b\u52a8\u626b\u7801\u767b\u5f55<\/strong><\/h2>\n
time.sleep(30)  # \u8fd9\u91cc\u53ef\u4ee5\u6839\u636e\u5b9e\u9645\u9700\u8981\u8c03\u6574\u7b49\u5f85\u65f6\u95f4<\/p>\n
\u767b\u5f55\u6210\u529f\u540e\uff0c\u7ee7\u7eed\u5176\u4ed6\u64cd\u4f5c<\/strong><\/h2>\n
<\/code><\/pre>\n<\/p>\n
\u901a\u8fc7\u4e0a\u8ff0\u4ee3\u7801\uff0c\u6211\u4eec\u53ef\u4ee5\u6210\u529f\u767b\u5f55\u5230\u6dd8\u5b9d\u7f51\u3002<\/p>\n<\/p>\n
\u4e8c\u3001\u641c\u7d22\u5e76\u83b7\u53d6\u5546\u54c1\u6570\u636e<\/p>\n<\/p>\n
\u767b\u5f55\u6210\u529f\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7Selenium\u6a21\u62df\u641c\u7d22\u64cd\u4f5c\uff0c\u5e76\u89e3\u6790\u641c\u7d22\u7ed3\u679c\u9875\u9762\u6765\u83b7\u53d6\u5546\u54c1\u6570\u636e\u3002<\/p>\n<\/p>\n
1\u3001\u6a21\u62df\u641c\u7d22\u64cd\u4f5c<\/p>\n<\/p>\n
# \u5728\u641c\u7d22\u6846\u4e2d\u8f93\u5165\u5173\u952e\u8bcd<\/p>\n
search_box = driver.find_element_by_id("q")<\/p>\n
search_box.send_keys("iPhone")<\/p>\n
\u70b9\u51fb\u641c\u7d22\u6309\u94ae<\/strong><\/h2>\n
search_button = driver.find_element_by_class_name("btn-search")<\/p>\n
search_button.click()<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u89e3\u6790\u641c\u7d22\u7ed3\u679c\u9875\u9762<\/p>\n<\/p>\n
\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528BeautifulSoup\u89e3\u6790\u641c\u7d22\u7ed3\u679c\u9875\u9762\uff0c\u63d0\u53d6\u5546\u54c1\u4fe1\u606f\uff1a<\/p>\n<\/p>\n
from bs4 import BeautifulSoup<\/p>\n
\u83b7\u53d6\u641c\u7d22\u7ed3\u679c\u9875\u9762\u7684HTML\u5185\u5bb9<\/strong><\/h2>\n
html = driver.page_source<\/p>\n
\u4f7f\u7528BeautifulSoup\u89e3\u6790HTML<\/strong><\/h2>\n
soup = BeautifulSoup(html, "html.parser")<\/p>\n
\u63d0\u53d6\u5546\u54c1\u4fe1\u606f<\/strong><\/h2>\n
items = soup.find_all(class_="item")<\/p>\n
for item in items:<\/p>\n
    title = item.find(class_="title").text.strip()<\/p>\n
    price = item.find(class_="price").text.strip()<\/p>\n
    shop = item.find(class_="shop").text.strip()<\/p>\n
    print(f"\u5546\u54c1\u540d\u79f0: {title}, \u4ef7\u683c: {price}, \u5e97\u94fa: {shop}")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e09\u3001\u5904\u7406\u7ffb\u9875<\/p>\n<\/p>\n
\u5728\u83b7\u53d6\u4e86\u7b2c\u4e00\u9875\u7684\u641c\u7d22\u7ed3\u679c\u540e\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u5904\u7406\u7ffb\u9875\u64cd\u4f5c\uff0c\u4ee5\u83b7\u53d6\u66f4\u591a\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n
1\u3001\u6a21\u62df\u7ffb\u9875\u64cd\u4f5c<\/p>\n<\/p>\n
# \u627e\u5230\u4e0b\u4e00\u9875\u6309\u94ae\u5e76\u70b9\u51fb<\/p>\n
next_button = driver.find_element_by_class_name("next")<\/p>\n
next_button.click()<\/p>\n
\u7b49\u5f85\u9875\u9762\u52a0\u8f7d\u5b8c\u6210<\/strong><\/h2>\n
time.sleep(5)<\/p>\n
\u83b7\u53d6\u4e0b\u4e00\u9875\u7684\u641c\u7d22\u7ed3\u679c\u5e76\u89e3\u6790<\/strong><\/h2>\n
html = driver.page_source<\/p>\n
soup = BeautifulSoup(html, "html.parser")<\/p>\n
\u7ee7\u7eed\u63d0\u53d6\u5546\u54c1\u4fe1\u606f<\/strong><\/h2>\n
<\/code><\/pre>\n<\/p>\n
\u901a\u8fc7\u5faa\u73af\u70b9\u51fb\u4e0b\u4e00\u9875\u6309\u94ae\uff0c\u53ef\u4ee5\u83b7\u53d6\u5230\u6240\u6709\u641c\u7d22\u7ed3\u679c\u9875\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n
\u56db\u3001\u4fdd\u5b58\u6570\u636e<\/p>\n<\/p>\n
\u5728\u83b7\u53d6\u5230\u5546\u54c1\u6570\u636e\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u5176\u4fdd\u5b58\u5230\u672c\u5730\u6587\u4ef6\u6216\u6570\u636e\u5e93\u4e2d\uff0c\u4fbf\u4e8e\u540e\u7eed\u5206\u6790\u548c\u4f7f\u7528\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff0c\u5c06\u6570\u636e\u4fdd\u5b58\u5230CSV\u6587\u4ef6\u4e2d\uff1a<\/p>\n<\/p>\n
import csv<\/p>\n
\u6253\u5f00\u6587\u4ef6\uff0c\u51c6\u5907\u5199\u5165<\/strong><\/h2>\n
with open("taobao_items.csv", "w", newline="", encoding="utf-8") as csvfile:<\/p>\n
    fieldnames = ["\u5546\u54c1\u540d\u79f0", "\u4ef7\u683c", "\u5e97\u94fa"]<\/p>\n
    writer = csv.DictWriter(csvfile, fieldnames=fieldnames)<\/p>\n
    # \u5199\u5165\u8868\u5934<\/p>\n
    writer.writeheader()<\/p>\n
    # \u5199\u5165\u5546\u54c1\u6570\u636e<\/p>\n
    for item in items:<\/p>\n
        title = item.find(class_="title").text.strip()<\/p>\n
        price = item.find(class_="price").text.strip()<\/p>\n
        shop = item.find(class_="shop").text.strip()<\/p>\n
        writer.writerow({"\u5546\u54c1\u540d\u79f0": title, "\u4ef7\u683c": price, "\u5e97\u94fa": shop})<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e94\u3001\u53cd\u722c\u866b\u4e0e\u5e94\u5bf9\u7b56\u7565<\/p>\n<\/p>\n
\u6dd8\u5b9d\u7b49\u5927\u578b\u7535\u5546\u7f51\u7ad9\u901a\u5e38\u4f1a\u6709\u53cd\u722c\u866b\u673a\u5236\uff0c\u6bd4\u5982\u9a8c\u8bc1\u7801\u3001IP\u5c01\u7981\u7b49\u3002\u4e3a\u4e86\u5e94\u5bf9\u8fd9\u4e9b\u53cd\u722c\u866b\u673a\u5236\uff0c\u6211\u4eec\u53ef\u4ee5\u91c7\u53d6\u4ee5\u4e0b\u7b56\u7565\uff1a<\/p>\n<\/p>\n
1\u3001\u4f7f\u7528\u4ee3\u7406IP<\/strong>\uff1a\u901a\u8fc7\u4f7f\u7528\u4ee3\u7406IP\u6c60\uff0c\u53ef\u4ee5\u907f\u514d\u5355\u4e2aIP\u9891\u7e41\u8bbf\u95ee\u5bfc\u81f4\u7684\u5c01\u7981\u3002<\/p>\n
2\u3001\u8bbe\u7f6e\u5408\u7406\u7684\u8bf7\u6c42\u95f4\u9694<\/strong>\uff1a\u901a\u8fc7\u8bbe\u7f6e\u5408\u7406\u7684\u8bf7\u6c42\u95f4\u9694\uff0c\u6a21\u62df\u6b63\u5e38\u7528\u6237\u7684\u64cd\u4f5c\uff0c\u51cf\u5c11\u88ab\u8bc6\u522b\u4e3a\u722c\u866b\u7684\u98ce\u9669\u3002<\/p>\n
3\u3001\u6a21\u62df\u4eba\u7c7b\u884c\u4e3a<\/strong>\uff1a\u901a\u8fc7\u968f\u673a\u70b9\u51fb\u3001\u6ed1\u52a8\u7b49\u64cd\u4f5c\uff0c\u8fdb\u4e00\u6b65\u6a21\u62df\u4eba\u7c7b\u884c\u4e3a\uff0c\u7ed5\u8fc7\u53cd\u722c\u866b\u673a\u5236\u3002<\/p>\n<\/p>\n
\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528\u4ee3\u7406IP\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n
from selenium.webdriver.common.proxy import Proxy, ProxyType<\/p>\n
\u8bbe\u7f6e\u4ee3\u7406IP<\/strong><\/h2>\n
proxy = Proxy()<\/p>\n
proxy.proxy_type = ProxyType.MANUAL<\/p>\n
proxy.http_proxy = "http:\/\/your_proxy_ip:port"<\/p>\n
proxy.add_to_capabilities(options)<\/p>\n
\u542f\u52a8\u6d4f\u89c8\u5668<\/strong><\/h2>\n
driver = webdriver.Chrome(chrome_options=options)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u901a\u8fc7\u4e0a\u8ff0\u65b9\u6cd5\uff0c\u6211\u4eec\u53ef\u4ee5\u6709\u6548\u5730\u5e94\u5bf9\u53cd\u722c\u866b\u673a\u5236\uff0c\u63d0\u9ad8\u6570\u636e\u722c\u53d6\u7684\u6210\u529f\u7387\u3002<\/p>\n<\/p>\n
\u603b\u4e4b\uff0c\u901a\u8fc7\u4f7f\u7528Selenium\u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a\uff0c\u6211\u4eec\u53ef\u4ee5\u6210\u529f\u5730\u4ece\u6dd8\u5b9d\u7f51\u7ad9\u722c\u53d6\u6240\u9700\u7684\u6570\u636e\u3002\u5728\u5b9e\u9645\u64cd\u4f5c\u4e2d\uff0c\u6211\u4eec\u9700\u8981\u6839\u636e\u5177\u4f53\u60c5\u51b5\u8c03\u6574\u4ee3\u7801\uff0c\u4ee5\u5e94\u5bf9\u4e0d\u540c\u7684\u53cd\u722c\u866b\u673a\u5236\u548c\u6570\u636e\u7ed3\u6784\u3002\u540c\u65f6\uff0c\u52a1\u5fc5\u9075\u5b88\u76f8\u5173\u6cd5\u5f8b\u6cd5\u89c4\u548c\u7f51\u7ad9\u7684\u4f7f\u7528\u6761\u6b3e\uff0c\u5408\u7406\u4f7f\u7528\u722c\u53d6\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
 \u5982\u4f55\u9009\u62e9\u9002\u5408\u7684Python\u5e93\u8fdb\u884c\u6570\u636e\u722c\u53d6\uff1f<\/strong>
\u5728\u8fdb\u884c\u67d0\u5b9d\u7f51\u7ad9\u6570\u636e\u722c\u53d6\u65f6\uff0c\u9009\u62e9\u5408\u9002\u7684Python\u5e93\u81f3\u5173\u91cd\u8981\u3002\u5e38\u7528\u7684\u5e93\u5305\u62ecRequests\u3001BeautifulSoup\u548cScrapy\u3002Requests\u7528\u4e8e\u53d1\u9001HTTP\u8bf7\u6c42\uff0c\u83b7\u53d6\u7f51\u9875\u5185\u5bb9\uff1bBeautifulSoup\u5219\u8d1f\u8d23\u89e3\u6790HTML\u6587\u6863\uff0c\u63d0\u53d6\u6240\u9700\u6570\u636e\uff1b\u800cScrapy\u662f\u4e00\u6b3e\u529f\u80fd\u5f3a\u5927\u7684\u722c\u866b\u6846\u67b6\uff0c\u9002\u5408\u9700\u8981\u5904\u7406\u5927\u91cf\u6570\u636e\u7684\u590d\u6742\u9879\u76ee\u3002\u6839\u636e\u5177\u4f53\u9700\u6c42\uff0c\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u53ef\u4ee5\u63d0\u9ad8\u722c\u53d6\u6548\u7387\u3002<\/p>\n
\u722c\u53d6\u67d0\u5b9d\u7f51\u7ad9\u6570\u636e\u65f6\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u6cd5\u5f8b\u95ee\u9898\uff1f<\/strong>
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