{"id":1077477,"date":"2025-01-08T12:02:40","date_gmt":"2025-01-08T04:02:40","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1077477.html"},"modified":"2025-01-08T12:02:43","modified_gmt":"2025-01-08T04:02:43","slug":"%e5%a6%82%e4%bd%95%e7%94%a8python%e7%9c%8b%e6%9c%8b%e5%8f%8b%e5%9c%88%e8%ae%bf%e5%ae%a2-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1077477.html","title":{"rendered":"\u5982\u4f55\u7528python\u770b\u670b\u53cb\u5708\u8bbf\u5ba2"},"content":{"rendered":"

\"\u5982\u4f55\u7528python\u770b\u670b\u53cb\u5708\u8bbf\u5ba2\"<\/p>\n

\u5982\u4f55\u7528Python\u770b\u670b\u53cb\u5708\u8bbf\u5ba2<\/strong><\/p>\n<\/p>\n

\u4f7f\u7528Python\u770b\u670b\u53cb\u5708\u8bbf\u5ba2\u4e3b\u8981\u6d89\u53ca\uff1a\u901a\u8fc7\u5fae\u4fe1 API \u83b7\u53d6\u6570\u636e\u3001\u5206\u6790\u670b\u53cb\u5708\u6570\u636e\u3001\u5c55\u793a\u8bbf\u5ba2\u4fe1\u606f\u3002<\/strong> \u5176\u4e2d\uff0c\u901a\u8fc7\u5fae\u4fe1 API \u83b7\u53d6\u6570\u636e\u662f\u5173\u952e\uff0c\u56e0\u4e3a\u5fae\u4fe1\u5b98\u65b9\u5e76\u6ca1\u6709\u516c\u5f00\u7684 API \u63a5\u53e3\uff0c\u6240\u4ee5\u9700\u8981\u901a\u8fc7\u4e00\u4e9b\u6280\u672f\u624b\u6bb5\u83b7\u53d6\u6570\u636e\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u63a2\u8ba8\u8fd9\u4e9b\u65b9\u9762\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u901a\u8fc7\u5fae\u4fe1 API \u83b7\u53d6\u6570\u636e<\/h3>\n<\/p>\n

\u8981\u83b7\u53d6\u670b\u53cb\u5708\u8bbf\u5ba2\u6570\u636e\uff0c\u9996\u5148\u9700\u8981\u901a\u8fc7\u5fae\u4fe1 API \u83b7\u53d6\u76f8\u5173\u6570\u636e\u3002\u7136\u800c\uff0c\u5fae\u4fe1\u5b98\u65b9\u5e76\u6ca1\u6709\u516c\u5f00\u7684 API \u63a5\u53e3\uff0c\u8fd9\u5c31\u9700\u8981\u901a\u8fc7\u4e00\u4e9b\u6280\u672f\u624b\u6bb5\u6765\u5b9e\u73b0\u6570\u636e\u7684\u83b7\u53d6\u3002\u4e0b\u9762\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n

1. \u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93<\/h4>\n<\/p>\n

\u6709\u4e00\u4e9b\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u83b7\u53d6\u5fae\u4fe1\u7684\u6570\u636e\uff0c\u6bd4\u5982 itchat<\/code>\u3002itchat<\/code> \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u5fae\u4fe1\u4e2a\u4eba\u53f7\u63a5\u53e3\uff0c\u4f7f\u7528\u5b83\u53ef\u4ee5\u65b9\u4fbf\u5730\u83b7\u53d6\u5fae\u4fe1\u597d\u53cb\u548c\u7fa4\u804a\u7684\u4fe1\u606f\uff0c\u4f46\u5bf9\u4e8e\u670b\u53cb\u5708\u6570\u636e\u7684\u83b7\u53d6\u5b58\u5728\u4e00\u5b9a\u7684\u5c40\u9650\u6027\u3002<\/p>\n<\/p>\n

import itchat<\/p>\n
\u767b\u5f55\u5fae\u4fe1<\/strong><\/h2>\n
itchat.auto_login(hotReload=True)<\/p>\n
\u83b7\u53d6\u6240\u6709\u597d\u53cb\u5217\u8868<\/strong><\/h2>\n
friends = itchat.get_friends(update=True)<\/p>\n
\u6253\u5370\u597d\u53cb\u5217\u8868<\/strong><\/h2>\n
for friend in friends:<\/p>\n
    print(friend)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u4f7f\u7528\u6a21\u62df\u767b\u5f55\u6280\u672f<\/h4>\n<\/p>\n
\u6a21\u62df\u767b\u5f55\u6280\u672f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u83b7\u53d6\u66f4\u591a\u7684\u6570\u636e\u3002\u901a\u8fc7\u6a21\u62df\u767b\u5f55\u5fae\u4fe1\u7f51\u9875\u7248\uff0c\u53ef\u4ee5\u83b7\u53d6\u670b\u53cb\u5708\u7684\u6570\u636e\u3002\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n
    \n
  1. \u4f7f\u7528 Selenium \u7b49\u5de5\u5177\u6a21\u62df\u767b\u5f55\u5fae\u4fe1\u7f51\u9875\u7248\u3002<\/li>\n
  2. \u901a\u8fc7\u6293\u5305\u5de5\u5177\u83b7\u53d6\u5fae\u4fe1\u7f51\u9875\u7248\u7684\u8bf7\u6c42\u6570\u636e\u3002<\/li>\n
  3. \u5206\u6790\u8bf7\u6c42\u6570\u636e\uff0c\u63d0\u53d6\u670b\u53cb\u5708\u6570\u636e\u3002<\/li>\n<\/ol>\n
    \u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\u4ee3\u7801\uff0c\u4f7f\u7528 Selenium \u6a21\u62df\u767b\u5f55\u5fae\u4fe1\u7f51\u9875\u7248\uff1a<\/p>\n<\/p>\n
    from selenium import webdriver<\/p>\n
    from selenium.webdriver.common.keys import Keys<\/p>\n
    import time<\/p>\n
    \u521d\u59cb\u5316 WebDriver<\/strong><\/h2>\n
    driver = webdriver.Chrome()<\/p>\n
    \u6253\u5f00\u5fae\u4fe1\u7f51\u9875\u7248<\/strong><\/h2>\n
    driver.get("https:\/\/wx.qq.com\/")<\/p>\n
    \u626b\u7801\u767b\u5f55\u5fae\u4fe1<\/strong><\/h2>\n
    print("\u8bf7\u626b\u7801\u767b\u5f55\u5fae\u4fe1")<\/p>\n
    time.sleep(30)  # \u7b49\u5f85\u626b\u7801\u767b\u5f55<\/p>\n
    \u83b7\u53d6\u670b\u53cb\u5708\u6570\u636e<\/strong><\/h2>\n
    driver.get("https:\/\/wx.qq.com\/?&lang=zh_CN#friends")<\/p>\n
    time.sleep(5)<\/p>\n
    \u6253\u5370\u670b\u53cb\u5708\u6570\u636e<\/strong><\/h2>\n
    print(driver.page_source)<\/p>\n
    \u5173\u95ed WebDriver<\/strong><\/h2>\n
    driver.quit()<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u4e8c\u3001\u5206\u6790\u670b\u53cb\u5708\u6570\u636e<\/h3>\n<\/p>\n
    \u83b7\u53d6\u5230\u670b\u53cb\u5708\u6570\u636e\u540e\uff0c\u9700\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u6790\uff0c\u627e\u51fa\u8bbf\u5ba2\u4fe1\u606f\u3002\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n
    1. \u6570\u636e\u6e05\u6d17<\/h4>\n<\/p>\n
    \u83b7\u53d6\u7684\u670b\u53cb\u5708\u6570\u636e\u53ef\u80fd\u5305\u542b\u5927\u91cf\u7684\u65e0\u7528\u4fe1\u606f\uff0c\u9700\u8981\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u3002\u53ef\u4ee5\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u7b49\u5de5\u5177\u63d0\u53d6\u51fa\u6709\u7528\u7684\u4fe1\u606f\uff0c\u6bd4\u5982\u8bbf\u5ba2\u7684\u6635\u79f0\u3001\u8bbf\u95ee\u65f6\u95f4\u7b49\u3002<\/p>\n<\/p>\n
    import re<\/p>\n
    \u793a\u4f8b\u670b\u53cb\u5708\u6570\u636e<\/strong><\/h2>\n
    data = """<\/p>\n
    <div class="visitor"><\/p>\n
        <span class="name">\u5f20\u4e09<\/span><\/p>\n
        <span class="time">2023-01-01 10:00:00<\/span><\/p>\n
    <\/div><\/p>\n
    <div class="visitor"><\/p>\n
        <span class="name">\u674e\u56db<\/span><\/p>\n
        <span class="time">2023-01-01 11:00:00<\/span><\/p>\n
    <\/div><\/p>\n
    """<\/p>\n
    \u63d0\u53d6\u8bbf\u5ba2\u4fe1\u606f<\/strong><\/h2>\n
    pattern = re.compile(r'<div class="visitor">\\s*<span class="name">(.*?)<\/span>\\s*<span class="time">(.*?)<\/span>\\s*<\/div>')<\/p>\n
    visitors = pattern.findall(data)<\/p>\n
    \u6253\u5370\u8bbf\u5ba2\u4fe1\u606f<\/strong><\/h2>\n
    for visitor in visitors:<\/p>\n
        print(f"\u8bbf\u5ba2\u6635\u79f0\uff1a{visitor[0]}\uff0c\u8bbf\u95ee\u65f6\u95f4\uff1a{visitor[1]}")<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    2. \u6570\u636e\u5b58\u50a8<\/h4>\n<\/p>\n
    \u5c06\u6e05\u6d17\u540e\u7684\u6570\u636e\u5b58\u50a8\u5230\u6570\u636e\u5e93\u4e2d\uff0c\u4ee5\u4fbf\u540e\u7eed\u5206\u6790\u548c\u5c55\u793a\u3002\u53ef\u4ee5\u4f7f\u7528 SQLite\u3001MySQL \u7b49\u6570\u636e\u5e93\u6765\u5b58\u50a8\u6570\u636e\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528 SQLite \u5b58\u50a8\u6570\u636e\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
    import sqlite3<\/p>\n
    \u8fde\u63a5 SQLite \u6570\u636e\u5e93<\/strong><\/h2>\n
    conn = sqlite3.connect('visitors.db')<\/p>\n
    c = conn.cursor()<\/p>\n
    \u521b\u5efa\u8bbf\u5ba2\u8868<\/strong><\/h2>\n
    c.execute('''<\/p>\n
    CREATE TABLE IF NOT EXISTS visitors (<\/p>\n
        id INTEGER PRIMARY KEY AUTOINCREMENT,<\/p>\n
        name TEXT,<\/p>\n
        time TEXT<\/p>\n
    )<\/p>\n
    ''')<\/p>\n
    \u63d2\u5165\u8bbf\u5ba2\u6570\u636e<\/strong><\/h2>\n
    for visitor in visitors:<\/p>\n
        c.execute('''<\/p>\n
        INSERT INTO visitors (name, time) VALUES (?, ?)<\/p>\n
        ''', (visitor[0], visitor[1]))<\/p>\n
    \u63d0\u4ea4\u4e8b\u52a1<\/strong><\/h2>\n
    conn.commit()<\/p>\n
    \u5173\u95ed\u8fde\u63a5<\/strong><\/h2>\n
    conn.close()<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u4e09\u3001\u5c55\u793a\u8bbf\u5ba2\u4fe1\u606f<\/h3>\n<\/p>\n
    \u83b7\u53d6\u548c\u5206\u6790\u670b\u53cb\u5708\u6570\u636e\u540e\uff0c\u9700\u8981\u5c06\u8bbf\u5ba2\u4fe1\u606f\u5c55\u793a\u51fa\u6765\u3002\u53ef\u4ee5\u4f7f\u7528 Flask \u7b49 Web \u6846\u67b6\u642d\u5efa\u4e00\u4e2a\u7b80\u5355\u7684 Web \u5e94\u7528\uff0c\u5c55\u793a\u8bbf\u5ba2\u4fe1\u606f\u3002<\/p>\n<\/p>\n
    1. \u642d\u5efa Web \u5e94\u7528<\/h4>\n<\/p>\n
    \u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528 Flask \u642d\u5efa\u7684\u7b80\u5355 Web \u5e94\u7528\uff0c\u5c55\u793a\u8bbf\u5ba2\u4fe1\u606f\uff1a<\/p>\n<\/p>\n
    from flask import Flask, render_template<\/p>\n
    import sqlite3<\/p>\n
    app = Flask(__name__)<\/p>\n
    \u4e3b\u9875\u8def\u7531<\/strong><\/h2>\n
    @app.route('\/')<\/p>\n
    def index():<\/p>\n
        # \u8fde\u63a5 SQLite \u6570\u636e\u5e93<\/p>\n
        conn = sqlite3.connect('visitors.db')<\/p>\n
        c = conn.cursor()<\/p>\n
        # \u67e5\u8be2\u8bbf\u5ba2\u6570\u636e<\/p>\n
        c.execute('SELECT name, time FROM visitors')<\/p>\n
        visitors = c.fetchall()<\/p>\n
        # \u5173\u95ed\u8fde\u63a5<\/p>\n
        conn.close()<\/p>\n
        # \u6e32\u67d3\u6a21\u677f<\/p>\n
        return render_template('index.html', visitors=visitors)<\/p>\n
    \u542f\u52a8\u5e94\u7528<\/strong><\/h2>\n
    if __name__ == '__mAI<\/a>n__':<\/p>\n
        app.run(debug=True)<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    2. \u6e32\u67d3\u6a21\u677f<\/h4>\n<\/p>\n
    \u521b\u5efa\u4e00\u4e2a\u540d\u4e3a index.html<\/code> \u7684\u6a21\u677f\u6587\u4ef6\uff0c\u7528\u4e8e\u5c55\u793a\u8bbf\u5ba2\u4fe1\u606f\uff1a<\/p>\n<\/p>\n
    <!DOCTYPE html><\/p>\n
    <html lang="zh-CN"><\/p>\n
    <head><\/p>\n
        <meta charset="UTF-8"><\/p>\n
        <title>\u670b\u53cb\u5708\u8bbf\u5ba2<\/title><\/p>\n
    <\/head><\/p>\n
    <body><\/p>\n
        <h1>\u670b\u53cb\u5708\u8bbf\u5ba2<\/h1><\/p>\n
        <table border="1"><\/p>\n
            <tr><\/p>\n
                <th>\u8bbf\u5ba2\u6635\u79f0<\/th><\/p>\n
                <th>\u8bbf\u95ee\u65f6\u95f4<\/th><\/p>\n
            <\/tr><\/p>\n
            {% for visitor in visitors %}<\/p>\n
            <tr><\/p>\n
                <td>{{ visitor[0] }}<\/td><\/p>\n
                <td>{{ visitor[1] }}<\/td><\/p>\n
            <\/tr><\/p>\n
            {% endfor %}<\/p>\n
        <\/table><\/p>\n
    <\/body><\/p>\n
    <\/html><\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u56db\u3001\u603b\u7ed3<\/h3>\n<\/p>\n
    \u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528 Python \u83b7\u53d6\u670b\u53cb\u5708\u8bbf\u5ba2\u4fe1\u606f\uff0c\u5e76\u5c55\u793a\u5728 Web \u9875\u9762\u4e0a\u3002\u5177\u4f53\u6d41\u7a0b\u5305\u62ec\uff1a\u901a\u8fc7\u5fae\u4fe1 API \u83b7\u53d6\u6570\u636e\u3001\u5206\u6790\u670b\u53cb\u5708\u6570\u636e\u3001\u5c55\u793a\u8bbf\u5ba2\u4fe1\u606f\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u83b7\u53d6\u5fae\u4fe1\u6570\u636e\u6d89\u53ca\u5230\u4e00\u5b9a\u7684\u6280\u672f\u96be\u5ea6\uff0c\u53ef\u80fd\u9700\u8981\u4f7f\u7528\u4e00\u4e9b\u7b2c\u4e09\u65b9\u5de5\u5177\u6216\u6280\u672f\u624b\u6bb5\u3002\u6b64\u5916\uff0c\u6570\u636e\u7684\u5b58\u50a8\u548c\u5c55\u793a\u4e5f\u9700\u8981\u4e00\u5b9a\u7684\u7f16\u7a0b\u57fa\u7840\u3002\u5e0c\u671b\u672c\u6587\u5bf9\u60a8\u6709\u6240\u5e2e\u52a9\uff0c\u795d\u60a8\u5b66\u4e60\u6109\u5feb\uff01<\/p>\n<\/p>\n
    \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
     \u5982\u4f55\u4f7f\u7528Python\u83b7\u53d6\u670b\u53cb\u5708\u8bbf\u5ba2\u4fe1\u606f\uff1f<\/strong>
    \u5229\u7528Python\u83b7\u53d6\u670b\u53cb\u5708\u8bbf\u5ba2\u4fe1\u606f\u5e76\u4e0d\u662f\u4e00\u9879\u7b80\u5355\u7684\u4efb\u52a1\uff0c\u56e0\u4e3a\u8fd9\u6d89\u53ca\u5230\u6570\u636e\u722c\u53d6\u548c\u9690\u79c1\u4fdd\u62a4\u3002\u5728\u793e\u4ea4\u5e73\u53f0\u4e0a\uff0c\u901a\u5e38\u6ca1\u6709\u5b98\u65b9API\u53ef\u4ee5\u76f4\u63a5\u83b7\u53d6\u8bbf\u5ba2\u4fe1\u606f\u3002\u4e0d\u8fc7\uff0c\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e9b\u6280\u672f\u624b\u6bb5\u6765\u5206\u6790\u516c\u5f00\u6570\u636e\u6216\u4f7f\u7528\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u8fdb\u884c\u95f4\u63a5\u83b7\u53d6\u3002\u786e\u4fdd\u9075\u5faa\u76f8\u5173\u6cd5\u5f8b\u6cd5\u89c4\uff0c\u5c0a\u91cd\u4ed6\u4eba\u7684\u9690\u79c1\u3002<\/p>\n
    Python\u4e2d\u6709\u54ea\u4e9b\u5e93\u53ef\u4ee5\u5e2e\u52a9\u5206\u6790\u793e\u4ea4\u5a92\u4f53\u6570\u636e\uff1f<\/strong>
    \u5728Python\u4e2d\uff0c\u6709\u591a\u4e2a\u5e93\u53ef\u4ee5\u5e2e\u52a9\u5206\u6790\u793e\u4ea4\u5a92\u4f53\u6570\u636e\uff0c\u6bd4\u5982Beautiful Soup\u548cScrapy\u7528\u4e8e\u7f51\u9875\u6293\u53d6\uff0cPandas\u7528\u4e8e\u6570\u636e\u5206\u6790\uff0cMatplotlib\u548cSeaborn\u7528\u4e8e\u6570\u636e\u53ef\u89c6\u5316\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u4f60\u63d0\u53d6\u6709\u7528\u7684\u6570\u636e\u5e76\u8fdb\u884c\u5206\u6790\uff0c\u4f46\u8bf7\u6ce8\u610f\u9075\u5b88\u76f8\u5173\u7f51\u7ad9\u7684\u4f7f\u7528\u6761\u6b3e\u3002<\/p>\n
    \u5728\u8fdb\u884c\u6570\u636e\u6293\u53d6\u65f6\uff0c\u5982\u4f55\u786e\u4fdd\u4e0d\u88ab\u5c01\u53f7\uff1f<\/strong>
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