{"id":1003264,"date":"2024-12-27T10:15:50","date_gmt":"2024-12-27T02:15:50","guid":{"rendered":""},"modified":"2024-12-27T10:15:52","modified_gmt":"2024-12-27T02:15:52","slug":"%e5%a6%82%e4%bd%95%e7%94%a8python%e6%9f%a5%e8%af%a2%e5%95%86%e5%93%81","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1003264.html","title":{"rendered":"\u5982\u4f55\u7528python\u67e5\u8be2\u5546\u54c1"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25080706\/93700db2-5027-4dd6-a3e0-e52083911645.webp\" alt=\"\u5982\u4f55\u7528python\u67e5\u8be2\u5546\u54c1\" \/><\/p>\n<p><p> <strong>\u4f7f\u7528Python\u67e5\u8be2\u5546\u54c1\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528\u7535\u5546\u5e73\u53f0\u7684API\u3001\u4f7f\u7528\u7f51\u7edc\u722c\u866b\u6280\u672f\u3001\u6216\u5229\u7528\u7b2c\u4e09\u65b9\u5e93\u8fdb\u884c\u6570\u636e\u6293\u53d6\u3002\u8c03\u7528API\u662f\u6700\u76f4\u63a5\u548c\u53ef\u9760\u7684\u65b9\u6cd5\u3001\u7f51\u7edc\u722c\u866b\u5219\u9002\u7528\u4e8e\u6ca1\u6709API\u7684\u573a\u666f\u3001\u800c\u7b2c\u4e09\u65b9\u5e93\u5219\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u4fbf\u6377\u529f\u80fd\u3002<\/strong>\u8c03\u7528API\u662f\u6700\u5e38\u7528\u7684\u65b9\u5f0f\uff0c\u56e0\u4e3a\u5b83\u80fd\u591f\u63d0\u4f9b\u7ed3\u6784\u5316\u7684\u6570\u636e\u5e76\u9075\u5faa\u5e73\u53f0\u7684\u4f7f\u7528\u534f\u8bae\u3002\u4f8b\u5982\uff0c\u4e9a\u9a6c\u900a\u3001eBay\u7b49\u5e73\u53f0\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684API\u63a5\u53e3\uff0c\u4f9b\u5f00\u53d1\u8005\u4f7f\u7528\u3002\u901a\u8fc7API\u67e5\u8be2\u5546\u54c1\u65f6\uff0c\u9700\u8981\u5148\u6ce8\u518c\u5f00\u53d1\u8005\u8d26\u53f7\uff0c\u5e76\u83b7\u53d6API\u5bc6\u94a5\uff0c\u7136\u540e\u6839\u636eAPI\u6587\u6863\u8fdb\u884c\u6570\u636e\u8bf7\u6c42\u3002\u5728\u8be6\u7ec6\u4f7f\u7528API\u65f6\uff0c\u9700\u6ce8\u610f\u8bf7\u6c42\u9891\u7387\u9650\u5236\u3001\u6570\u636e\u683c\u5f0f\u4ee5\u53ca\u9519\u8bef\u5904\u7406\u7b49\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u8c03\u7528\u7535\u5546\u5e73\u53f0API<\/p>\n<\/p>\n<p><p>\u8c03\u7528\u7535\u5546\u5e73\u53f0\u7684API\u662f\u67e5\u8be2\u5546\u54c1\u4fe1\u606f\u7684\u6700\u76f4\u63a5\u548c\u53ef\u9760\u7684\u65b9\u6cd5\u3002\u5927\u591a\u6570\u5927\u578b\u7535\u5546\u5e73\u53f0\uff0c\u5982\u4e9a\u9a6c\u900a\u3001eBay\u548c\u963f\u91cc\u5df4\u5df4\u7b49\uff0c\u90fd\u4f1a\u63d0\u4f9b\u5f00\u53d1\u8005API\uff0c\u5141\u8bb8\u7528\u6237\u4ee5\u7f16\u7a0b\u65b9\u5f0f\u8bbf\u95ee\u5176\u5546\u54c1\u6570\u636e\u3002<\/p>\n<\/p>\n<ol>\n<li>\u6ce8\u518c\u5f00\u53d1\u8005\u8d26\u53f7\u5e76\u83b7\u53d6API\u5bc6\u94a5<\/li>\n<\/ol>\n<p><p>\u8981\u4f7f\u7528\u7535\u5546\u5e73\u53f0\u7684API\uff0c\u9996\u5148\u9700\u8981\u6ce8\u518c\u6210\u4e3a\u8be5\u5e73\u53f0\u7684\u5f00\u53d1\u8005\u7528\u6237\u3002\u6ce8\u518c\u5b8c\u6210\u540e\uff0c\u5e73\u53f0\u901a\u5e38\u4f1a\u63d0\u4f9b\u4e00\u4e2aAPI\u5bc6\u94a5\uff0c\u7528\u4e8e\u8eab\u4efd\u9a8c\u8bc1\u3002\u8fd9\u4e2a\u5bc6\u94a5\u5fc5\u987b\u59a5\u5584\u4fdd\u7ba1\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u8bbf\u95ee\u4f60\u7684\u5f00\u53d1\u8005\u6743\u9650\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u9605\u8bfbAPI\u6587\u6863<\/li>\n<\/ol>\n<p><p>\u7535\u5546\u5e73\u53f0\u7684API\u901a\u5e38\u5305\u542b\u8be6\u7ec6\u7684\u6587\u6863\uff0c\u8bf4\u660e\u5982\u4f55\u4f7f\u7528\u4e0d\u540c\u7684\u7aef\u70b9\u3001\u8bf7\u6c42\u53c2\u6570\u548c\u8fd4\u56de\u6570\u636e\u683c\u5f0f\u3002\u4e86\u89e3\u8fd9\u4e9b\u4fe1\u606f\u662f\u6210\u529f\u8c03\u7528API\u7684\u5173\u952e\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u53d1\u8d77API\u8bf7\u6c42<\/li>\n<\/ol>\n<p><p>\u901a\u8fc7Python\u7684<code>requests<\/code>\u5e93\uff0c\u4f60\u53ef\u4ee5\u8f7b\u677e\u5730\u5411API\u53d1\u8d77\u8bf7\u6c42\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff0c\u5c55\u793a\u5982\u4f55\u4f7f\u7528API\u83b7\u53d6\u5546\u54c1\u6570\u636e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<p>api_url = &quot;https:\/\/api.example.com\/products&quot;<\/p>\n<p>headers = {<\/p>\n<p>    &quot;Authorization&quot;: &quot;Bearer YOUR_API_KEY&quot;<\/p>\n<p>}<\/p>\n<p>response = requests.get(api_url, headers=headers)<\/p>\n<p>if response.status_code == 200:<\/p>\n<p>    product_data = response.json()<\/p>\n<p>    print(product_data)<\/p>\n<p>else:<\/p>\n<p>    print(&quot;F<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>led to retrieve data:&quot;, response.status_code)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c<code>YOUR_API_KEY<\/code>\u9700\u8981\u66ff\u6362\u4e3a\u4f60\u4ece\u5e73\u53f0\u83b7\u5f97\u7684\u5b9e\u9645API\u5bc6\u94a5\u3002<\/p>\n<\/p>\n<ol start=\"4\">\n<li>\u5904\u7406API\u54cd\u5e94<\/li>\n<\/ol>\n<p><p>API\u54cd\u5e94\u901a\u5e38\u662fJSON\u683c\u5f0f\u7684\u6570\u636e\u3002\u4f7f\u7528Python\u7684<code>json<\/code>\u5e93\uff0c\u4f60\u53ef\u4ee5\u8f7b\u677e\u89e3\u6790\u8fd9\u4e9b\u6570\u636e\u5e76\u63d0\u53d6\u6240\u9700\u7684\u4fe1\u606f\u3002<\/p>\n<\/p>\n<ol start=\"5\">\n<li>\u6ce8\u610f\u4e8b\u9879<\/li>\n<\/ol>\n<p><p>\u5728\u4f7f\u7528API\u65f6\uff0c\u9700\u6ce8\u610f\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u8bf7\u6c42\u9891\u7387\u9650\u5236<\/strong>\uff1a\u5927\u591a\u6570\u5e73\u53f0\u5bf9API\u8bf7\u6c42\u7684\u9891\u7387\u6709\u9650\u5236\uff0c\u8d85\u51fa\u9650\u5236\u53ef\u80fd\u4f1a\u5bfc\u81f4IP\u88ab\u5c01\u7981\u3002<\/li>\n<li><strong>\u9519\u8bef\u5904\u7406<\/strong>\uff1a\u5904\u7406API\u8c03\u7528\u65f6\u53ef\u80fd\u51fa\u73b0\u7684\u9519\u8bef\uff0c\u5982\u7f51\u7edc\u95ee\u9898\u3001\u8eab\u4efd\u9a8c\u8bc1\u5931\u8d25\u7b49\u3002<\/li>\n<li><strong>\u9690\u79c1\u548c\u5b89\u5168<\/strong>\uff1a\u59a5\u5584\u4fdd\u7ba1API\u5bc6\u94a5\uff0c\u4e0d\u8981\u5728\u516c\u5171\u5b58\u50a8\u5e93\u4e2d\u66b4\u9732\u3002<\/li>\n<\/ul>\n<p><p>\u4e8c\u3001\u4f7f\u7528\u7f51\u7edc\u722c\u866b\u6280\u672f<\/p>\n<\/p>\n<p><p>\u5bf9\u4e8e\u6ca1\u6709\u5f00\u653eAPI\u7684\u5e73\u53f0\uff0c\u53ef\u4ee5\u4f7f\u7528\u7f51\u7edc\u722c\u866b\u6280\u672f\u6765\u6293\u53d6\u5546\u54c1\u6570\u636e\u3002\u7f51\u7edc\u722c\u866b\u901a\u8fc7\u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a\uff0c\u8bbf\u95ee\u7f51\u9875\u5e76\u89e3\u6790\u5176\u4e2d\u7684HTML\u5185\u5bb9\u3002<\/p>\n<\/p>\n<ol>\n<li>\u9009\u62e9\u722c\u866b\u5de5\u5177<\/li>\n<\/ol>\n<p><p>Python\u6709\u5f88\u591a\u5f3a\u5927\u7684\u722c\u866b\u5e93\uff0c\u5982<code>BeautifulSoup<\/code>\u3001<code>Scrapy<\/code>\u548c<code>Selenium<\/code>\u3002\u8fd9\u4e9b\u5e93\u5404\u6709\u4f18\u7f3a\u70b9\uff0c<code>BeautifulSoup<\/code>\u9002\u5408\u7b80\u5355\u7684\u9759\u6001\u9875\u9762\u89e3\u6790\uff0c<code>Scrapy<\/code>\u9002\u5408\u5927\u89c4\u6a21\u722c\u866b\u5f00\u53d1\uff0c\u800c<code>Selenium<\/code>\u9002\u5408\u5904\u7406\u52a8\u6001\u52a0\u8f7d\u7684\u9875\u9762\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u5206\u6790\u76ee\u6807\u7f51\u9875<\/li>\n<\/ol>\n<p><p>\u5728\u5f00\u59cb\u722c\u866b\u4e4b\u524d\uff0c\u9700\u8981\u5206\u6790\u76ee\u6807\u7f51\u9875\u7684\u7ed3\u6784\uff0c\u786e\u5b9a\u9700\u8981\u6293\u53d6\u7684\u6570\u636e\u6240\u5728\u7684HTML\u6807\u7b7e\u548c\u5c5e\u6027\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u7f16\u5199\u722c\u866b\u4ee3\u7801<\/li>\n<\/ol>\n<p><p>\u4ee5\u4e0b\u662f\u4f7f\u7528<code>BeautifulSoup<\/code>\u6293\u53d6\u5546\u54c1\u4fe1\u606f\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<p>from bs4 import BeautifulSoup<\/p>\n<p>url = &quot;https:\/\/www.example.com\/products&quot;<\/p>\n<p>response = requests.get(url)<\/p>\n<p>soup = BeautifulSoup(response.text, &#39;html.parser&#39;)<\/p>\n<p>products = soup.find_all(&#39;div&#39;, class_=&#39;product-item&#39;)<\/p>\n<p>for product in products:<\/p>\n<p>    name = product.find(&#39;h2&#39;, class_=&#39;product-name&#39;).text<\/p>\n<p>    price = product.find(&#39;span&#39;, class_=&#39;product-price&#39;).text<\/p>\n<p>    print(f&quot;Product: {name}, Price: {price}&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"4\">\n<li>\u5904\u7406\u53cd\u722c\u866b\u673a\u5236<\/li>\n<\/ol>\n<p><p>\u8bb8\u591a\u7f51\u7ad9\u6709\u53cd\u722c\u866b\u673a\u5236\uff0c\u53ef\u80fd\u4f1a\u9650\u5236\u722c\u866b\u7684\u8bbf\u95ee\u3002\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u8bf7\u6c42\u5934\u3001\u4f7f\u7528\u4ee3\u7406IP\u7b49\u65b9\u6cd5\u6765\u89c4\u907f\u3002<\/p>\n<\/p>\n<ol start=\"5\">\n<li>\u5408\u6cd5\u6027\u548c\u9053\u5fb7\u8003\u91cf<\/li>\n<\/ol>\n<p><p>\u5728\u722c\u53d6\u6570\u636e\u65f6\uff0c\u5e94\u786e\u4fdd\u9075\u5faa\u76f8\u5173\u6cd5\u5f8b\u6cd5\u89c4\uff0c\u5e76\u5c0a\u91cd\u7f51\u7ad9\u7684<code>robots.txt<\/code>\u6587\u4ef6\u4e2d\u7684\u722c\u866b\u89c4\u5219\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u5229\u7528\u7b2c\u4e09\u65b9\u5e93<\/p>\n<\/p>\n<p><p>\u4e00\u4e9b\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u4e3a\u7279\u5b9a\u5e73\u53f0\u63d0\u4f9b\u66f4\u7b80\u5316\u7684\u67e5\u8be2\u5546\u54c1\u7684\u529f\u80fd\u3002\u8fd9\u4e9b\u5e93\u901a\u5e38\u5c01\u88c5\u4e86API\u8c03\u7528\u6216\u8005\u722c\u866b\u903b\u8f91\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u66f4\u52a0\u4e13\u6ce8\u4e8e\u4e1a\u52a1\u903b\u8f91\u3002<\/p>\n<\/p>\n<ol>\n<li>PyPI\u4e0a\u7684\u5e93<\/li>\n<\/ol>\n<p><p>\u5728Python\u7684\u5b98\u65b9\u5305\u7ba1\u7406\u5668PyPI\u4e0a\uff0c\u6709\u8bb8\u591a\u5e93\u63d0\u4f9b\u4e86\u5bf9\u7535\u5546\u5e73\u53f0\u7684\u652f\u6301\u3002\u4f8b\u5982\uff0c<code>amazon-product-api<\/code>\u53ef\u4ee5\u7528\u4e8e\u67e5\u8be2\u4e9a\u9a6c\u900a\u7684\u5546\u54c1\u4fe1\u606f\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u5e93\u7684\u5b89\u88c5\u548c\u4f7f\u7528<\/li>\n<\/ol>\n<p><p>\u5927\u591a\u6570Python\u5e93\u90fd\u53ef\u4ee5\u901a\u8fc7<code>pip<\/code>\u5b89\u88c5\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u67e5\u9605\u5e93\u7684\u6587\u6863\u4ee5\u4e86\u89e3\u5982\u4f55\u4f7f\u7528\u5176\u63d0\u4f9b\u7684\u529f\u80fd\u3002<\/p>\n<\/p>\n<ol 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