{"id":1007289,"date":"2024-12-27T10:52:07","date_gmt":"2024-12-27T02:52:07","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1007289.html"},"modified":"2024-12-27T10:52:11","modified_gmt":"2024-12-27T02:52:11","slug":"python%e5%a6%82%e4%bd%95%e8%8e%b7%e5%8f%96%e8%b4%a2%e7%bb%8f%e8%b5%84%e8%ae%af","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1007289.html","title":{"rendered":"python\u5982\u4f55\u83b7\u53d6\u8d22\u7ecf\u8d44\u8baf"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25083053\/b1fdc533-dd67-44ab-8b9b-849b8da17cb5.webp\" alt=\"python\u5982\u4f55\u83b7\u53d6\u8d22\u7ecf\u8d44\u8baf\" \/><\/p>\n<p><p> <strong>Python\u83b7\u53d6\u8d22\u7ecf\u8d44\u8baf\u7684\u65b9\u5f0f\u6709\u591a\u79cd\uff1a\u4f7f\u7528API\u63a5\u53e3\u3001\u7f51\u7edc\u722c\u866b\u6280\u672f\u3001\u6570\u636e\u805a\u5408\u5e73\u53f0\u7b49\u3002\u901a\u8fc7\u4f7f\u7528API\u63a5\u53e3\uff0c\u53ef\u4ee5\u76f4\u63a5\u83b7\u53d6\u7ed3\u6784\u5316\u7684\u91d1\u878d\u6570\u636e\uff0c\u901a\u5e38\u9700\u8981\u6ce8\u518c\u5e76\u83b7\u53d6API\u5bc6\u94a5\u3002\u7f51\u7edc\u722c\u866b\u6280\u672f\u5219\u53ef\u4ee5\u6293\u53d6\u7f51\u9875\u4e0a\u7684\u8d22\u7ecf\u8d44\u8baf\uff0c\u9002\u5408\u6536\u96c6\u975e\u7ed3\u6784\u5316\u6570\u636e\u3002\u6570\u636e\u805a\u5408\u5e73\u53f0\u63d0\u4f9b\u4e30\u5bcc\u7684\u6570\u636e\u8d44\u6e90\u548c\u5de5\u5177\uff0c\u65b9\u4fbf\u8fdb\u884c\u6570\u636e\u5206\u6790\u3002<\/strong>\u5176\u4e2d\uff0c\u4f7f\u7528API\u63a5\u53e3\u662f\u4e00\u79cd\u9ad8\u6548\u4e14\u53ef\u9760\u7684\u65b9\u5f0f\uff0c\u8bb8\u591a\u91d1\u878d\u6570\u636e\u63d0\u4f9b\u5546\u5982Alpha Vantage\u3001Yahoo Finance\u3001Quandl\u7b49\u90fd\u63d0\u4f9b\u4e86\u514d\u8d39\u7684API\u670d\u52a1\u3002\u901a\u8fc7\u8fd9\u4e9bAPI\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u83b7\u53d6\u80a1\u7968\u4ef7\u683c\u3001\u5e02\u573a\u6307\u6570\u3001\u5916\u6c47\u6c47\u7387\u7b49\u5b9e\u65f6\u548c\u5386\u53f2\u6570\u636e\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001API\u63a5\u53e3\u83b7\u53d6\u8d22\u7ecf\u8d44\u8baf<\/p>\n<\/p>\n<p><p>\u4f7f\u7528API\u63a5\u53e3\u83b7\u53d6\u8d22\u7ecf\u8d44\u8baf\u662f\u4e00\u79cd\u975e\u5e38\u76f4\u63a5\u7684\u65b9\u5f0f\uff0c\u5f88\u591a\u91d1\u878d\u6570\u636e\u63d0\u4f9b\u5546\u90fd\u63d0\u4f9bAPI\u670d\u52a1\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u7528\u7684\u8d22\u7ecf\u6570\u636eAPI\uff1a<\/p>\n<\/p>\n<p><p>1\u3001Alpha Vantage<\/p>\n<\/p>\n<p><p>Alpha Vantage\u63d0\u4f9b\u514d\u8d39\u548c\u4ed8\u8d39\u7684API\u670d\u52a1\uff0c\u6db5\u76d6\u80a1\u7968\u3001\u5916\u6c47\u3001\u52a0\u5bc6\u8d27\u5e01\u7b49\u591a\u79cd\u91d1\u878d\u6570\u636e\u3002\u7528\u6237\u9700\u8981\u6ce8\u518c\u8d26\u53f7\u5e76\u83b7\u53d6API\u5bc6\u94a5\uff0c\u4ee5\u4fbf\u5728\u8bf7\u6c42\u6570\u636e\u65f6\u8fdb\u884c\u8eab\u4efd\u9a8c\u8bc1\u3002API\u63d0\u4f9b\u7684\u529f\u80fd\u5305\u62ec\u83b7\u53d6\u5b9e\u65f6\u80a1\u7968\u4ef7\u683c\u3001\u5386\u53f2\u6570\u636e\u3001\u6280\u672f\u6307\u6807\u7b49\u3002<\/p>\n<\/p>\n<p><p>2\u3001Yahoo Finance<\/p>\n<\/p>\n<p><p>Yahoo Finance\u662f\u4e00\u4e2a\u5e7f\u53d7\u6b22\u8fce\u7684\u8d22\u7ecf\u8d44\u8baf\u5e73\u53f0\uff0c\u5176API\u670d\u52a1\u5141\u8bb8\u7528\u6237\u83b7\u53d6\u80a1\u7968\u6570\u636e\u3001\u516c\u53f8\u8d22\u52a1\u4fe1\u606f\u3001\u5e02\u573a\u65b0\u95fb\u7b49\u3002\u867d\u7136Yahoo Finance\u5b98\u65b9\u5e76\u672a\u516c\u5f00API\uff0c\u4f46\u793e\u533a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u975e\u5b98\u65b9\u7684Python\u5e93\uff08\u5982yahoo_fin\u548cyahooquery\uff09\u6765\u8bbf\u95ee\u8fd9\u4e9b\u6570\u636e\u3002<\/p>\n<\/p>\n<p><p>3\u3001Quandl<\/p>\n<\/p>\n<p><p>Quandl\u63d0\u4f9b\u4e30\u5bcc\u7684\u91d1\u878d\u548c\u7ecf\u6d4e\u6570\u636e\u96c6\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7API\u83b7\u53d6\u8fd9\u4e9b\u6570\u636e\u3002Quandl API\u7684\u4f7f\u7528\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u6ce8\u518c\u8d26\u53f7\u5e76\u83b7\u53d6API\u5bc6\u94a5\u3002\u5b83\u652f\u6301\u591a\u79cd\u6570\u636e\u683c\u5f0f\uff08\u5982JSON\u3001CSV\uff09\uff0c\u5e76\u80fd\u591f\u83b7\u53d6\u80a1\u7968\u3001\u671f\u8d27\u3001\u5916\u6c47\u7b49\u5e02\u573a\u6570\u636e\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u7f51\u7edc\u722c\u866b\u6280\u672f<\/p>\n<\/p>\n<p><p>\u7f51\u7edc\u722c\u866b\u662f\u53e6\u4e00\u79cd\u83b7\u53d6\u8d22\u7ecf\u8d44\u8baf\u7684\u65b9\u5f0f\uff0c\u9002\u5408\u6536\u96c6\u7f51\u9875\u4e0a\u7684\u975e\u7ed3\u6784\u5316\u6570\u636e\u3002Python\u6709\u8bb8\u591a\u5f3a\u5927\u7684\u722c\u866b\u5e93\uff0c\u5982BeautifulSoup\u3001Scrapy\u548cSelenium\u3002<\/p>\n<\/p>\n<p><p>1\u3001BeautifulSoup<\/p>\n<\/p>\n<p><p>BeautifulSoup\u662f\u4e00\u4e2a\u7528\u4e8e\u89e3\u6790HTML\u548cXML\u6587\u6863\u7684Python\u5e93\uff0c\u9002\u5408\u7528\u4e8e\u7b80\u5355\u7684\u7f51\u9875\u6293\u53d6\u4efb\u52a1\u3002\u5b83\u53ef\u4ee5\u8f7b\u677e\u5730\u4ece\u7f51\u9875\u4e2d\u63d0\u53d6\u6570\u636e\uff0c\u5e76\u4e14\u6613\u4e8e\u4f7f\u7528\u3002\u901a\u8fc7\u7ed3\u5408requests\u5e93\uff0c\u7528\u6237\u53ef\u4ee5\u53d1\u9001HTTP\u8bf7\u6c42\u5e76\u83b7\u53d6\u7f51\u9875\u5185\u5bb9\uff0c\u7136\u540e\u4f7f\u7528BeautifulSoup\u8fdb\u884c\u89e3\u6790\u548c\u6570\u636e\u63d0\u53d6\u3002<\/p>\n<\/p>\n<p><p>2\u3001Scrapy<\/p>\n<\/p>\n<p><p>Scrapy\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u722c\u866b\u6846\u67b6\uff0c\u9002\u5408\u8fdb\u884c\u590d\u6742\u7684\u722c\u866b\u4efb\u52a1\u3002\u5b83\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u6293\u53d6\u3001\u5904\u7406\u548c\u5b58\u50a8\u529f\u80fd\uff0c\u652f\u6301\u5f02\u6b65\u8bf7\u6c42\u4ee5\u63d0\u9ad8\u6293\u53d6\u6548\u7387\u3002Scrapy\u7684\u8bbe\u8ba1\u4f7f\u5176\u6613\u4e8e\u6269\u5c55\uff0c\u5e76\u4e14\u80fd\u591f\u5904\u7406\u5927\u89c4\u6a21\u7684\u6570\u636e\u6293\u53d6\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><p>3\u3001Selenium<\/p>\n<\/p>\n<p><p>Selenium\u662f\u4e00\u4e2a\u7528\u4e8e\u81ea\u52a8\u5316\u6d4f\u89c8\u5668\u64cd\u4f5c\u7684\u5de5\u5177\uff0c\u9002\u5408\u6293\u53d6\u9700\u8981JavaScript\u6e32\u67d3\u7684\u52a8\u6001\u7f51\u9875\u3002\u901a\u8fc7Selenium\uff0c\u7528\u6237\u53ef\u4ee5\u6a21\u62df\u6d4f\u89c8\u5668\u884c\u4e3a\uff0c\u5982\u70b9\u51fb\u6309\u94ae\u3001\u586b\u5199\u8868\u5355\u7b49\uff0c\u4ee5\u83b7\u53d6\u7f51\u9875\u4e2d\u7684\u6570\u636e\u3002\u867d\u7136\u5176\u6027\u80fd\u4e0d\u5982Scrapy\uff0c\u4f46\u5728\u5904\u7406\u52a8\u6001\u7f51\u9875\u65f6\u975e\u5e38\u6709\u6548\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u6570\u636e\u805a\u5408\u5e73\u53f0<\/p>\n<\/p>\n<p><p>\u6570\u636e\u805a\u5408\u5e73\u53f0\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u8d44\u6e90\u548c\u5de5\u5177\uff0c\u65b9\u4fbf\u7528\u6237\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u7814\u7a76\u3002\u8fd9\u4e9b\u5e73\u53f0\u901a\u5e38\u6574\u5408\u4e86\u591a\u4e2a\u6570\u636e\u6e90\uff0c\u5e76\u63d0\u4f9b\u7b80\u5355\u6613\u7528\u7684\u63a5\u53e3\u3002<\/p>\n<\/p>\n<p><p>1\u3001Google Finance<\/p>\n<\/p>\n<p><p>Google Finance\u662f\u4e00\u4e2a\u63d0\u4f9b\u91d1\u878d\u6570\u636e\u548c\u8d44\u8baf\u7684\u5e73\u53f0\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u5176\u7f51\u9875\u63a5\u53e3\u83b7\u53d6\u5e02\u573a\u884c\u60c5\u3001\u516c\u53f8\u65b0\u95fb\u7b49\u4fe1\u606f\u3002\u867d\u7136Google Finance\u4e0d\u63d0\u4f9b\u5b98\u65b9API\uff0c\u4f46\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u7f51\u7edc\u722c\u866b\u6280\u672f\u6293\u53d6\u7f51\u9875\u6570\u636e\u3002<\/p>\n<\/p>\n<p><p>2\u3001Bloomberg<\/p>\n<\/p>\n<p><p>Bloomberg\u662f\u4e00\u4e2a\u5168\u7403\u77e5\u540d\u7684\u91d1\u878d\u6570\u636e\u548c\u8d44\u8baf\u5e73\u53f0\uff0c\u63d0\u4f9b\u4e13\u4e1a\u7684\u5e02\u573a\u5206\u6790\u548c\u6570\u636e\u670d\u52a1\u3002\u867d\u7136Bloomberg\u7684\u670d\u52a1\u4e3b\u8981\u9762\u5411\u4f01\u4e1a\u7528\u6237\uff0c\u4f46\u4e2a\u4eba\u7528\u6237\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5176\u7f51\u7ad9\u83b7\u53d6\u5927\u91cf\u7684\u8d22\u7ecf\u8d44\u8baf\u3002<\/p>\n<\/p>\n<p><p>3\u3001Morningstar<\/p>\n<\/p>\n<p><p>Morningstar\u63d0\u4f9b\u57fa\u91d1\u3001\u80a1\u7968\u3001ETF\u7b49\u91d1\u878d\u4ea7\u54c1\u7684\u7814\u7a76\u548c\u6570\u636e\u670d\u52a1\u3002\u5176\u7f51\u7ad9\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5e02\u573a\u5206\u6790\u548c\u6295\u8d44\u5efa\u8bae\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7f51\u7edc\u722c\u866b\u6280\u672f\u6293\u53d6\u76f8\u5173\u6570\u636e\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684\u65b9\u5f0f<\/p>\n<\/p>\n<p><p>\u5728\u9009\u62e9\u83b7\u53d6\u8d22\u7ecf\u8d44\u8baf\u7684\u65b9\u5f0f\u65f6\uff0c\u7528\u6237\u9700\u8981\u6839\u636e\u81ea\u8eab\u9700\u6c42\u548c\u6280\u672f\u80fd\u529b\u8fdb\u884c\u5224\u65ad\u3002\u5982\u679c\u9700\u8981\u83b7\u53d6\u7ed3\u6784\u5316\u7684\u91d1\u878d\u6570\u636e\uff0c\u4e14\u5bf9\u5b9e\u65f6\u6027\u8981\u6c42\u8f83\u9ad8\uff0c\u4f7f\u7528API\u63a5\u53e3\u662f\u6700\u4e3a\u5408\u9002\u7684\u65b9\u5f0f\u3002\u5982\u679c\u9700\u8981\u6293\u53d6\u7f51\u9875\u4e0a\u7684\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u7f51\u7edc\u722c\u866b\u6280\u672f\u5219\u66f4\u4e3a\u7075\u6d3b\u3002\u6b64\u5916\uff0c\u5982\u679c\u7528\u6237\u5e0c\u671b\u8fdb\u884c\u6570\u636e\u5206\u6790\uff0c\u6570\u636e\u805a\u5408\u5e73\u53f0\u63d0\u4f9b\u7684\u670d\u52a1\u5c06\u975e\u5e38\u6709\u7528\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001Python\u5b9e\u8df5\u6848\u4f8b<\/p>\n<\/p>\n<p><p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528Alpha Vantage API\u83b7\u53d6\u80a1\u7968\u6570\u636e\u7684Python\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<p>API_KEY = &#39;your_api_key&#39;<\/p>\n<p>symbol = &#39;AAPL&#39;<\/p>\n<p>url = f&#39;https:\/\/www.alphavantage.co\/query?function=TIME_SERIES_D<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>LY&amp;symbol={symbol}&amp;apikey={API_KEY}&#39;<\/p>\n<p>response = requests.get(url)<\/p>\n<p>data = response.json()<\/p>\n<h2><strong>\u63d0\u53d6\u5e76\u6253\u5370\u6bcf\u65e5\u6536\u76d8\u4ef7<\/strong><\/h2>\n<p>time_series = data[&#39;Time Series (Daily)&#39;]<\/p>\n<p>for date, metrics in time_series.items():<\/p>\n<p>    close_price = metrics[&#39;4. close&#39;]<\/p>\n<p>    print(f&#39;Date: {date}, Close Price: {close_price}&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528requests\u5e93\u5411Alpha Vantage API\u53d1\u9001\u8bf7\u6c42\uff0c\u5e76\u83b7\u53d6\u82f9\u679c\u516c\u53f8\uff08AAPL\uff09\u7684\u6bcf\u65e5\u80a1\u7968\u6570\u636e\u3002\u7136\u540e\uff0c\u6211\u4eec\u63d0\u53d6\u5e76\u6253\u5370\u4e86\u6bcf\u65e5\u7684\u6536\u76d8\u4ef7\u3002<\/p>\n<\/p>\n<p><p>\u516d\u3001\u603b\u7ed3<\/p>\n<\/p>\n<p><p>Python\u63d0\u4f9b\u4e86\u591a\u79cd\u65b9\u5f0f\u6765\u83b7\u53d6\u8d22\u7ecf\u8d44\u8baf\uff0c\u5305\u62ec\u4f7f\u7528API\u63a5\u53e3\u3001\u7f51\u7edc\u722c\u866b\u6280\u672f\u548c\u6570\u636e\u805a\u5408\u5e73\u53f0\u3002\u6bcf\u79cd\u65b9\u5f0f\u90fd\u6709\u5176\u4f18\u7f3a\u70b9\uff0c\u7528\u6237\u5e94\u6839\u636e\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u3002\u901a\u8fc7\u5b9e\u8df5\u548c\u63a2\u7d22\uff0c\u53ef\u4ee5\u66f4\u597d\u5730\u5229\u7528\u8fd9\u4e9b\u5de5\u5177\u8fdb\u884c\u91d1\u878d\u6570\u636e\u5206\u6790\u548c\u7814\u7a76\u3002\u4f7f\u7528Python\u8fdb\u884c\u8d22\u7ecf\u8d44\u8baf\u83b7\u53d6\u548c\u5206\u6790\uff0c\u4e0d\u4ec5\u80fd\u591f\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\uff0c\u8fd8\u80fd\u4e3a\u6295\u8d44\u51b3\u7b56\u63d0\u4f9b\u6709\u529b\u652f\u6301\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> 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