{"id":1107498,"date":"2025-01-08T16:50:37","date_gmt":"2025-01-08T08:50:37","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1107498.html"},"modified":"2025-01-08T16:50:45","modified_gmt":"2025-01-08T08:50:45","slug":"%e5%a6%82%e4%bd%95%e7%94%a8python%e5%86%99%e4%b8%80%e4%b8%aa%e6%8a%a2%e8%b4%ad%e8%bd%af%e4%bb%b6","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1107498.html","title":{"rendered":"\u5982\u4f55\u7528python\u5199\u4e00\u4e2a\u62a2\u8d2d\u8f6f\u4ef6"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25071512\/6bbdef46-657d-43cc-baf9-0f7fb7d0eb79.webp\" alt=\"\u5982\u4f55\u7528python\u5199\u4e00\u4e2a\u62a2\u8d2d\u8f6f\u4ef6\" \/><\/p>\n<p><p> <strong>\u5728Python\u4e2d\u7f16\u5199\u4e00\u4e2a\u62a2\u8d2d\u8f6f\u4ef6\u7684\u6838\u5fc3\u6b65\u9aa4\u5305\u62ec\uff1a\u9009\u62e9\u5408\u9002\u7684\u5e93\u3001\u6a21\u62df\u7528\u6237\u884c\u4e3a\u3001\u5904\u7406\u5e76\u53d1\u8bf7\u6c42\u3001\u5e94\u5bf9\u53cd\u722c\u866b\u673a\u5236\u3002<\/strong> \u5176\u4e2d\uff0c\u9009\u62e9\u5408\u9002\u7684\u5e93\u662f\u6700\u5173\u952e\u7684\u4e00\u6b65\uff0c\u56e0\u4e3a\u4e0d\u540c\u7684\u5e93\u80fd\u63d0\u4f9b\u4e0d\u540c\u7684\u529f\u80fd\u548c\u4f18\u52bf\uff0c\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u5b9e\u73b0\u62a2\u8d2d\u529f\u80fd\u3002\u4e0b\u9762\u6211\u4eec\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5b9e\u73b0\u8fd9\u4e9b\u6b65\u9aa4\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u9009\u62e9\u5408\u9002\u7684\u5e93<\/h3>\n<\/p>\n<p><p>\u5728\u7f16\u5199\u62a2\u8d2d\u8f6f\u4ef6\u65f6\uff0c\u9009\u62e9\u5408\u9002\u7684\u5e93\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002Python\u62e5\u6709\u4e30\u5bcc\u7684\u5e93\u8d44\u6e90\uff0c\u6211\u4eec\u53ef\u4ee5\u9009\u62e9\u4ee5\u4e0b\u51e0\u4e2a\u6838\u5fc3\u5e93\u6765\u5b9e\u73b0\u6211\u4eec\u7684\u62a2\u8d2d\u8f6f\u4ef6\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>Requests<\/strong>\uff1a\u7528\u4e8e\u53d1\u9001HTTP\u8bf7\u6c42\uff0c\u83b7\u53d6\u7f51\u9875\u5185\u5bb9\u3002<\/li>\n<li><strong>Selenium<\/strong>\uff1a\u7528\u4e8e\u6a21\u62df\u7528\u6237\u64cd\u4f5c\uff0c\u9002\u7528\u4e8e\u9700\u8981\u5904\u7406JavaScript\u52a8\u6001\u52a0\u8f7d\u7684\u9875\u9762\u3002<\/li>\n<li><strong>BeautifulSoup<\/strong>\uff1a\u7528\u4e8e\u89e3\u6790HTML\u548cXML\u6587\u6863\uff0c\u63d0\u53d6\u6570\u636e\u3002<\/li>\n<li><strong>Pandas<\/strong>\uff1a\u7528\u4e8e\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u3002<\/li>\n<li><strong>Threading<\/strong>\u6216<strong>Asyncio<\/strong>\uff1a\u7528\u4e8e\u5b9e\u73b0\u5e76\u53d1\u8bf7\u6c42\uff0c\u63d0\u9ad8\u62a2\u8d2d\u6548\u7387\u3002<\/li>\n<\/ol>\n<p><h3>\u4e8c\u3001\u6a21\u62df\u7528\u6237\u884c\u4e3a<\/h3>\n<\/p>\n<p><p>\u4e3a\u4e86\u6210\u529f\u62a2\u8d2d\uff0c\u6211\u4eec\u9700\u8981\u6a21\u62df\u7528\u6237\u5728\u7f51\u9875\u4e0a\u7684\u64cd\u4f5c\uff0c\u4f8b\u5982\u767b\u5f55\u3001\u9009\u62e9\u5546\u54c1\u3001\u52a0\u5165\u8d2d\u7269\u8f66\u3001\u63d0\u4ea4\u8ba2\u5355\u7b49\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u767b\u5f55<\/strong>\uff1a\u6a21\u62df\u7528\u6237\u767b\u5f55\u529f\u80fd\uff0c\u901a\u5e38\u9700\u8981\u63d0\u4ea4\u7528\u6237\u540d\u3001\u5bc6\u7801\u7b49\u4fe1\u606f\u3002\u4f7f\u7528Requests\u5e93\u53ef\u4ee5\u5b9e\u73b0\u8fd9\u4e00\u529f\u80fd\u3002<\/li>\n<li><strong>\u9009\u62e9\u5546\u54c1<\/strong>\uff1a\u901a\u8fc7\u89e3\u6790\u7f51\u9875\u5185\u5bb9\uff0c\u627e\u5230\u76ee\u6807\u5546\u54c1\u7684\u94fe\u63a5\u6216ID\u3002<\/li>\n<li><strong>\u52a0\u5165\u8d2d\u7269\u8f66<\/strong>\uff1a\u6a21\u62df\u7528\u6237\u70b9\u51fb\u201c\u52a0\u5165\u8d2d\u7269\u8f66\u201d\u6309\u94ae\u3002<\/li>\n<li><strong>\u63d0\u4ea4\u8ba2\u5355<\/strong>\uff1a\u6a21\u62df\u7528\u6237\u70b9\u51fb\u201c\u63d0\u4ea4\u8ba2\u5355\u201d\u6309\u94ae\uff0c\u5e76\u586b\u5199\u5fc5\u8981\u7684\u4fe1\u606f\u3002<\/li>\n<\/ol>\n<p><h3>\u4e09\u3001\u5904\u7406\u5e76\u53d1\u8bf7\u6c42<\/h3>\n<\/p>\n<p><p>\u4e3a\u4e86\u63d0\u9ad8\u62a2\u8d2d\u6210\u529f\u7387\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5e76\u53d1\u8bf7\u6c42\u6765\u52a0\u5feb\u901f\u5ea6\u3002\u53ef\u4ee5\u9009\u62e9\u4f7f\u7528\u591a\u7ebf\u7a0b\u6216\u5f02\u6b65\u7f16\u7a0b\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u591a\u7ebf\u7a0b<\/strong>\uff1a\u4f7f\u7528Threading\u5e93\u521b\u5efa\u591a\u4e2a\u7ebf\u7a0b\uff0c\u6bcf\u4e2a\u7ebf\u7a0b\u8d1f\u8d23\u5904\u7406\u4e00\u4e2a\u62a2\u8d2d\u8bf7\u6c42\u3002<\/li>\n<li><strong>\u5f02\u6b65\u7f16\u7a0b<\/strong>\uff1a\u4f7f\u7528Asyncio\u5e93\u521b\u5efa\u5f02\u6b65\u4efb\u52a1\uff0c\u6bcf\u4e2a\u4efb\u52a1\u8d1f\u8d23\u5904\u7406\u4e00\u4e2a\u62a2\u8d2d\u8bf7\u6c42\u3002<\/li>\n<\/ol>\n<p><h3>\u56db\u3001\u5e94\u5bf9\u53cd\u722c\u866b\u673a\u5236<\/h3>\n<\/p>\n<p><p>\u4e3a\u4e86\u9632\u6b62\u88ab\u7f51\u7ad9\u7684\u53cd\u722c\u866b\u673a\u5236\u8bc6\u522b\u5e76\u5c01\u7981\uff0c\u6211\u4eec\u9700\u8981\u91c7\u53d6\u4e00\u4e9b\u63aa\u65bd\u6765\u4f2a\u88c5\u81ea\u5df1\uff0c\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u8bbe\u7f6e\u8bf7\u6c42\u5934<\/strong>\uff1a\u6a21\u62df\u6d4f\u89c8\u5668\u8bf7\u6c42\u5934\uff0c\u907f\u514d\u88ab\u8bc6\u522b\u4e3a\u722c\u866b\u3002<\/li>\n<li><strong>\u4f7f\u7528\u4ee3\u7406<\/strong>\uff1a\u901a\u8fc7\u4ee3\u7406\u670d\u52a1\u5668\u53d1\u9001\u8bf7\u6c42\uff0c\u9690\u85cf\u771f\u5b9eIP\u5730\u5740\u3002<\/li>\n<li><strong>\u6dfb\u52a0\u5ef6\u65f6<\/strong>\uff1a\u5728\u8bf7\u6c42\u4e4b\u95f4\u6dfb\u52a0\u968f\u673a\u5ef6\u65f6\uff0c\u907f\u514d\u9891\u7387\u8fc7\u9ad8\u88ab\u8bc6\u522b\u4e3a\u722c\u866b\u3002<\/li>\n<\/ol>\n<p><h3>\u5b9e\u73b0\u62a2\u8d2d\u8f6f\u4ef6\u7684\u4ee3\u7801\u793a\u4f8b<\/h3>\n<\/p>\n<p><p>\u4e0b\u9762\u662f\u4e00\u4e2a\u7b80\u5355\u7684Python\u62a2\u8d2d\u8f6f\u4ef6\u793a\u4f8b\u4ee3\u7801\uff0c\u4f7f\u7528Requests\u548cThreading\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<p>import threading<\/p>\n<p>import time<\/p>\n<p>from bs4 import BeautifulSoup<\/p>\n<h2><strong>\u767b\u5f55\u51fd\u6570<\/strong><\/h2>\n<p>def login(session, username, password):<\/p>\n<p>    login_url = &quot;https:\/\/example.com\/login&quot;<\/p>\n<p>    data = {<\/p>\n<p>        &quot;username&quot;: username,<\/p>\n<p>        &quot;password&quot;: password<\/p>\n<p>    }<\/p>\n<p>    session.post(login_url, data=data)<\/p>\n<h2><strong>\u62a2\u8d2d\u51fd\u6570<\/strong><\/h2>\n<p>def purchase(session, product_id):<\/p>\n<p>    product_url = f&quot;https:\/\/example.com\/product\/{product_id}&quot;<\/p>\n<p>    add_to_cart_url = &quot;https:\/\/example.com\/cart\/add&quot;<\/p>\n<p>    submit_order_url = &quot;https:\/\/example.com\/order\/submit&quot;<\/p>\n<p>    # \u83b7\u53d6\u5546\u54c1\u9875\u9762<\/p>\n<p>    response = session.get(product_url)<\/p>\n<p>    soup = BeautifulSoup(response.text, &#39;html.parser&#39;)<\/p>\n<p>    # \u63d0\u53d6\u5fc5\u8981\u4fe1\u606f\uff0c\u4f8b\u5982csrf_token<\/p>\n<p>    csrf_token = soup.find(&quot;input&quot;, {&quot;name&quot;: &quot;csrf_token&quot;})[&quot;value&quot;]<\/p>\n<p>    # \u52a0\u5165\u8d2d\u7269\u8f66<\/p>\n<p>    data = {<\/p>\n<p>        &quot;product_id&quot;: product_id,<\/p>\n<p>        &quot;csrf_token&quot;: csrf_token<\/p>\n<p>    }<\/p>\n<p>    session.post(add_to_cart_url, data=data)<\/p>\n<p>    # \u63d0\u4ea4\u8ba2\u5355<\/p>\n<p>    data = {<\/p>\n<p>        &quot;csrf_token&quot;: csrf_token<\/p>\n<p>    }<\/p>\n<p>    response = session.post(submit_order_url, data=data)<\/p>\n<p>    if &quot;Order submitted successfully&quot; in response.text:<\/p>\n<p>        print(&quot;Purchase successful!&quot;)<\/p>\n<p>    else:<\/p>\n<p>        print(&quot;Purchase f<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>led!&quot;)<\/p>\n<h2><strong>\u4e3b\u51fd\u6570<\/strong><\/h2>\n<p>def main():<\/p>\n<p>    username = &quot;your_username&quot;<\/p>\n<p>    password = &quot;your_password&quot;<\/p>\n<p>    product_id = &quot;12345&quot;<\/p>\n<p>    # \u521b\u5efa\u4f1a\u8bdd<\/p>\n<p>    session = requests.Session()<\/p>\n<p>    # \u767b\u5f55<\/p>\n<p>    login(session, username, password)<\/p>\n<p>    # \u521b\u5efa\u591a\u4e2a\u7ebf\u7a0b\u8fdb\u884c\u62a2\u8d2d<\/p>\n<p>    threads = []<\/p>\n<p>    for _ in range(10):<\/p>\n<p>        thread = threading.Thread(target=purchase, args=(session, product_id))<\/p>\n<p>        threads.append(thread)<\/p>\n<p>        thread.start()<\/p>\n<p>        time.sleep(0.1)  # \u6dfb\u52a0\u5ef6\u65f6\uff0c\u907f\u514d\u9891\u7387\u8fc7\u9ad8<\/p>\n<p>    # \u7b49\u5f85\u6240\u6709\u7ebf\u7a0b\u5b8c\u6210<\/p>\n<p>    for thread in threads:<\/p>\n<p>        thread.join()<\/p>\n<p>if __name__ == &quot;__main__&quot;:<\/p>\n<p>    main()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e94\u3001\u5b8c\u5584\u4ee3\u7801\u53ca\u4f18\u5316<\/h3>\n<\/p>\n<p><p>\u4e3a\u4e86\u63d0\u9ad8\u62a2\u8d2d\u6210\u529f\u7387\uff0c\u6211\u4eec\u53ef\u4ee5\u8fdb\u4e00\u6b65\u5b8c\u5584\u4ee3\u7801\u5e76\u8fdb\u884c\u4f18\u5316\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u5904\u7406\u5f02\u5e38<\/strong>\uff1a\u6dfb\u52a0\u5f02\u5e38\u5904\u7406\u673a\u5236\uff0c\u907f\u514d\u56e0\u7f51\u7edc\u95ee\u9898\u6216\u5176\u4ed6\u539f\u56e0\u5bfc\u81f4\u7a0b\u5e8f\u5d29\u6e83\u3002<\/li>\n<li><strong>\u52a8\u6001\u83b7\u53d6\u5546\u54c1ID<\/strong>\uff1a\u901a\u8fc7\u89e3\u6790\u7f51\u9875\u5185\u5bb9\uff0c\u81ea\u52a8\u83b7\u53d6\u6700\u65b0\u7684\u5546\u54c1ID\u3002<\/li>\n<li><strong>\u4f18\u5316\u5e76\u53d1\u7b56\u7565<\/strong>\uff1a\u4f7f\u7528\u66f4\u9ad8\u6548\u7684\u5e76\u53d1\u7b56\u7565\uff0c\u4f8b\u5982\u4f7f\u7528\u534f\u7a0b\u6216\u66f4\u9ad8\u7ea7\u7684\u5e76\u53d1\u5e93\uff08\u5982concurrent.futures\uff09\u3002<\/li>\n<li><strong>\u6a21\u62df\u66f4\u591a\u7528\u6237\u884c\u4e3a<\/strong>\uff1a\u589e\u52a0\u5bf9\u6d4f\u89c8\u5668\u884c\u4e3a\u7684\u6a21\u62df\uff0c\u4f8b\u5982\u6eda\u52a8\u9875\u9762\u3001\u968f\u673a\u70b9\u51fb\u7b49\uff0c\u907f\u514d\u88ab\u53cd\u722c\u866b\u673a\u5236\u8bc6\u522b\u3002<\/li>\n<\/ol>\n<p><h3>\u5b8c\u6574\u4ee3\u7801\u793a\u4f8b<\/h3>\n<\/p>\n<p><p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u66f4\u52a0\u5b8c\u5584\u7684\u62a2\u8d2d\u8f6f\u4ef6\u4ee3\u7801\u793a\u4f8b\uff0c\u5305\u542b\u5f02\u5e38\u5904\u7406\u3001\u52a8\u6001\u83b7\u53d6\u5546\u54c1ID\u7b49\u529f\u80fd\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<p>import threading<\/p>\n<p>import time<\/p>\n<p>from bs4 import BeautifulSoup<\/p>\n<p>from concurrent.futures import ThreadPoolExecutor<\/p>\n<h2><strong>\u767b\u5f55\u51fd\u6570<\/strong><\/h2>\n<p>def login(session, username, password):<\/p>\n<p>    login_url = &quot;https:\/\/example.com\/login&quot;<\/p>\n<p>    data = {<\/p>\n<p>        &quot;username&quot;: username,<\/p>\n<p>        &quot;password&quot;: password<\/p>\n<p>    }<\/p>\n<p>    session.post(login_url, data=data)<\/p>\n<h2><strong>\u83b7\u53d6\u5546\u54c1ID\u51fd\u6570<\/strong><\/h2>\n<p>def get_product_id(session, product_url):<\/p>\n<p>    response = session.get(product_url)<\/p>\n<p>    soup = BeautifulSoup(response.text, &#39;html.parser&#39;)<\/p>\n<p>    product_id = soup.find(&quot;input&quot;, {&quot;name&quot;: &quot;product_id&quot;})[&quot;value&quot;]<\/p>\n<p>    return product_id<\/p>\n<h2><strong>\u62a2\u8d2d\u51fd\u6570<\/strong><\/h2>\n<p>def purchase(session, product_id):<\/p>\n<p>    try:<\/p>\n<p>        product_url = f&quot;https:\/\/example.com\/product\/{product_id}&quot;<\/p>\n<p>        add_to_cart_url = &quot;https:\/\/example.com\/cart\/add&quot;<\/p>\n<p>        submit_order_url = &quot;https:\/\/example.com\/order\/submit&quot;<\/p>\n<p>        # \u83b7\u53d6\u5546\u54c1\u9875\u9762<\/p>\n<p>        response = session.get(product_url)<\/p>\n<p>        soup = BeautifulSoup(response.text, &#39;html.parser&#39;)<\/p>\n<p>        # \u63d0\u53d6\u5fc5\u8981\u4fe1\u606f\uff0c\u4f8b\u5982csrf_token<\/p>\n<p>        csrf_token = soup.find(&quot;input&quot;, {&quot;name&quot;: &quot;csrf_token&quot;})[&quot;value&quot;]<\/p>\n<p>        # \u52a0\u5165\u8d2d\u7269\u8f66<\/p>\n<p>        data = {<\/p>\n<p>            &quot;product_id&quot;: product_id,<\/p>\n<p>            &quot;csrf_token&quot;: csrf_token<\/p>\n<p>        }<\/p>\n<p>        session.post(add_to_cart_url, data=data)<\/p>\n<p>        # \u63d0\u4ea4\u8ba2\u5355<\/p>\n<p>        data = {<\/p>\n<p>            &quot;csrf_token&quot;: csrf_token<\/p>\n<p>        }<\/p>\n<p>        response = session.post(submit_order_url, data=data)<\/p>\n<p>        if &quot;Order submitted successfully&quot; in response.text:<\/p>\n<p>            print(&quot;Purchase successful!&quot;)<\/p>\n<p>        else:<\/p>\n<p>            print(&quot;Purchase failed!&quot;)<\/p>\n<p>    except Exception as e:<\/p>\n<p>        print(f&quot;An error occurred: {e}&quot;)<\/p>\n<h2><strong>\u4e3b\u51fd\u6570<\/strong><\/h2>\n<p>def main():<\/p>\n<p>    username = &quot;your_username&quot;<\/p>\n<p>    password = &quot;your_password&quot;<\/p>\n<p>    product_url = &quot;https:\/\/example.com\/product_page&quot;<\/p>\n<p>    # \u521b\u5efa\u4f1a\u8bdd<\/p>\n<p>    session = requests.Session()<\/p>\n<p>    # \u767b\u5f55<\/p>\n<p>    login(session, username, password)<\/p>\n<p>    # \u52a8\u6001\u83b7\u53d6\u5546\u54c1ID<\/p>\n<p>    product_id = get_product_id(session, product_url)<\/p>\n<p>    # \u4f7f\u7528ThreadPoolExecutor\u8fdb\u884c\u5e76\u53d1\u62a2\u8d2d<\/p>\n<p>    with ThreadPoolExecutor(max_workers=10) as executor:<\/p>\n<p>        for _ in range(10):<\/p>\n<p>            executor.submit(purchase, session, product_id)<\/p>\n<p>            time.sleep(0.1)  # \u6dfb\u52a0\u5ef6\u65f6\uff0c\u907f\u514d\u9891\u7387\u8fc7\u9ad8<\/p>\n<p>if __name__ == &quot;__main__&quot;:<\/p>\n<p>    main()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\u548c\u4ee3\u7801\u793a\u4f8b\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u73b0\u4e00\u4e2a\u7b80\u5355\u4e14\u9ad8\u6548\u7684Python\u62a2\u8d2d\u8f6f\u4ef6\u3002\u5f53\u7136\uff0c\u5b9e\u9645\u5e94\u7528\u4e2d\u53ef\u80fd\u8fd8\u9700\u8981\u6839\u636e\u5177\u4f53\u9700\u6c42\u8fdb\u884c\u66f4\u591a\u7684\u4f18\u5316\u548c\u8c03\u6574\uff0c\u4f8b\u5982\u5904\u7406\u9a8c\u8bc1\u7801\u3001\u589e\u5f3a\u53cd\u722c\u866b\u673a\u5236\u5e94\u5bf9\u80fd\u529b\u7b49\u3002\u5e0c\u671b\u8fd9\u7bc7\u6587\u7ae0\u80fd\u5bf9\u60a8\u6709\u6240\u5e2e\u52a9\uff0c\u795d\u60a8\u62a2\u8d2d\u6210\u529f\uff01<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>1. \u4f7f\u7528Python\u7f16\u5199\u62a2\u8d2d\u8f6f\u4ef6\u9700\u8981\u54ea\u4e9b\u57fa\u672c\u77e5\u8bc6\uff1f<\/strong><br \/>\u8981\u6210\u529f\u7f16\u5199\u4e00\u4e2a\u62a2\u8d2d\u8f6f\u4ef6\uff0c\u60a8\u9700\u8981\u638c\u63e1Python\u7f16\u7a0b\u8bed\u8a00\u7684\u57fa\u7840\u77e5\u8bc6\uff0c\u5305\u62ec\u53d8\u91cf\u3001\u63a7\u5236\u7ed3\u6784\u3001\u51fd\u6570\u548c\u6a21\u5757\u7b49\u3002\u6b64\u5916\uff0c\u4e86\u89e3\u7f51\u7edc\u8bf7\u6c42\u548c\u6570\u636e\u5904\u7406\u7684\u5e93\uff0c\u4f8b\u5982<code>requests<\/code>\u548c<code>BeautifulSoup<\/code>\uff0c\u4e5f\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002\u719f\u6089\u591a\u7ebf\u7a0b\u6216\u5f02\u6b65\u7f16\u7a0b\u5c06\u6709\u52a9\u4e8e\u63d0\u9ad8\u62a2\u8d2d\u8f6f\u4ef6\u7684\u6548\u7387\u3002<\/p>\n<p><strong>2. \u5728\u7f16\u5199\u62a2\u8d2d\u8f6f\u4ef6\u65f6\uff0c\u5982\u4f55\u5904\u7406\u7f51\u7edc\u5ef6\u8fdf\u548c\u901f\u5ea6\u95ee\u9898\uff1f<\/strong><br \/>\u7f51\u7edc\u5ef6\u8fdf\u53ef\u80fd\u4f1a\u5f71\u54cd\u62a2\u8d2d\u7684\u6210\u529f\u7387\uff0c\u56e0\u6b64\u4f7f\u7528\u5f02\u6b65\u7f16\u7a0b\u53ef\u4ee5\u6709\u6548\u63d0\u5347\u7a0b\u5e8f\u7684\u54cd\u5e94\u901f\u5ea6\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528<code>asyncio<\/code>\u5e93\u6765\u5904\u7406\u5e76\u53d1\u8bf7\u6c42\u3002\u6b64\u5916\uff0c\u5408\u7406\u5730\u8bbe\u7f6e\u8bf7\u6c42\u95f4\u9694\u548c\u8d85\u65f6\u673a\u5236\uff0c\u907f\u514d\u56e0\u8fc7\u4e8e\u9891\u7e41\u7684\u8bf7\u6c42\u800c\u88ab\u76ee\u6807\u7f51\u7ad9\u5c01\u7981\uff0c\u4e5f\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002<\/p>\n<p><strong>3. \u5982\u4f55\u786e\u4fdd\u62a2\u8d2d\u8f6f\u4ef6\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\uff1f<\/strong><br \/>\u4e3a\u4e86\u4fdd\u8bc1\u8f6f\u4ef6\u7684\u7a33\u5b9a\u6027\uff0c\u5efa\u8bae\u5728\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u5145\u5206\u7684\u6d4b\u8bd5\uff0c\u5305\u62ec\u538b\u529b\u6d4b\u8bd5\u548c\u529f\u80fd\u6d4b\u8bd5\u3002\u53ef\u4ee5\u4f7f\u7528Python\u7684<code>unittest<\/code>\u6216<code>pytest<\/code>\u5e93\u6765\u7f16\u5199\u6d4b\u8bd5\u7528\u4f8b\u3002\u540c\u65f6\uff0c\u8003\u8651\u52a0\u5165\u65e5\u5fd7\u529f\u80fd\uff0c\u4ee5\u4fbf\u5728\u51fa\u73b0\u95ee\u9898\u65f6\u80fd\u591f\u5feb\u901f\u8bca\u65ad\u548c\u4fee\u590d\u3002\u786e\u4fdd\u7a0b\u5e8f\u80fd\u5728\u5f02\u5e38\u60c5\u51b5\u4e0b\u81ea\u52a8\u6062\u590d\u4e5f\u662f\u63d0\u5347\u53ef\u9760\u6027\u7684\u91cd\u8981\u63aa\u65bd\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\u7f16\u5199\u4e00\u4e2a\u62a2\u8d2d\u8f6f\u4ef6\u7684\u6838\u5fc3\u6b65\u9aa4\u5305\u62ec\uff1a\u9009\u62e9\u5408\u9002\u7684\u5e93\u3001\u6a21\u62df\u7528\u6237\u884c\u4e3a\u3001\u5904\u7406\u5e76\u53d1\u8bf7\u6c42\u3001\u5e94\u5bf9\u53cd\u722c\u866b\u673a\u5236\u3002 \u5176 [&hellip;]","protected":false},"author":3,"featured_media":1107514,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1107498"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1107498"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1107498\/revisions"}],"predecessor-version":[{"id":1107516,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1107498\/revisions\/1107516"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1107514"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1107498"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1107498"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1107498"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}