{"id":944544,"date":"2024-12-26T23:08:45","date_gmt":"2024-12-26T15:08:45","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/944544.html"},"modified":"2024-12-26T23:08:48","modified_gmt":"2024-12-26T15:08:48","slug":"python%e5%a6%82%e4%bd%95%e8%a4%a5%e7%be%8a%e6%af%9b","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/944544.html","title":{"rendered":"python\u5982\u4f55\u8925\u7f8a\u6bdb"},"content":{"rendered":"

\"python\u5982\u4f55\u8925\u7f8a\u6bdb\"<\/p>\n

Python\u53ef\u4ee5\u901a\u8fc7\u7f16\u5199\u81ea\u52a8\u5316\u811a\u672c\u3001\u6570\u636e\u5206\u6790\u548c\u7f51\u7edc\u722c\u866b\u6765\u201c\u8925\u7f8a\u6bdb\u201d\uff0c\u4f8b\u5982\u81ea\u52a8\u5316\u83b7\u53d6\u4f18\u60e0\u4fe1\u606f\u3001\u5206\u6790\u4ef7\u683c\u8d8b\u52bf\u3001\u5b9e\u73b0\u81ea\u52a8\u5316\u4ea4\u6613\u7b49\u3002\u901a\u8fc7\u81ea\u52a8\u5316\u811a\u672c\uff0c\u53ef\u4ee5\u5728\u591a\u4e2a\u5e73\u53f0\u4e0a\u540c\u65f6\u76d1\u63a7\u548c\u83b7\u53d6\u4f18\u60e0\u5238\uff1b\u901a\u8fc7\u6570\u636e\u5206\u6790\uff0c\u53ef\u4ee5\u9884\u6d4b\u5546\u54c1\u4ef7\u683c\u53d8\u5316\uff0c\u6293\u4f4f\u6700\u4f73\u8d2d\u4e70\u65f6\u673a\uff1b\u901a\u8fc7\u7f51\u7edc\u722c\u866b\uff0c\u53ef\u4ee5\u5feb\u901f\u83b7\u53d6\u6700\u65b0\u7684\u6298\u6263\u4fe1\u606f\u3002<\/strong>\u5176\u4e2d\uff0c\u81ea\u52a8\u5316\u811a\u672c\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u6548\u7684\u5de5\u5177\uff0c\u56e0\u4e3a\u5b83\u80fd\u591f\u5e2e\u52a9\u7528\u6237\u8282\u7701\u5927\u91cf\u65f6\u95f4\u548c\u7cbe\u529b\uff0c\u540c\u65f6\u6700\u5927\u5316\u5229\u7528\u5404\u79cd\u4f18\u60e0\u548c\u6298\u6263\u3002\u4f7f\u7528Python\u7f16\u5199\u7684\u81ea\u52a8\u5316\u811a\u672c\u53ef\u4ee5\u5728\u591a\u4e2a\u7535\u5546\u5e73\u53f0\u4e0a\u76d1\u63a7\u4ef7\u683c\u53d8\u5316\u3001\u62a2\u8d2d\u79d2\u6740\u5546\u54c1\u3001\u83b7\u53d6\u73b0\u91d1\u8fd4\u5229\u7b49\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u81ea\u52a8\u5316\u811a\u672c<\/p>\n<\/p>\n

\u81ea\u52a8\u5316\u811a\u672c\u662f\u5229\u7528\u7f16\u7a0b\u8bed\u8a00\u5b9e\u73b0\u91cd\u590d\u6027\u4efb\u52a1\u7684\u81ea\u52a8\u5316\u5904\u7406\u3002Python\u4ee5\u5176\u7b80\u5355\u6613\u61c2\u7684\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301\uff0c\u662f\u7f16\u5199\u81ea\u52a8\u5316\u811a\u672c\u7684\u7406\u60f3\u9009\u62e9\u3002\u901a\u8fc7Python\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u5bf9\u7535\u5546\u5e73\u53f0\u7684\u4ef7\u683c\u76d1\u63a7\u3001\u81ea\u52a8\u4e0b\u5355\u7b49\u529f\u80fd\u3002<\/p>\n<\/p>\n

    \n
  1. \u4ef7\u683c\u76d1\u63a7<\/li>\n<\/ol>\n

    \u4ef7\u683c\u76d1\u63a7\u662f\u81ea\u52a8\u5316\u811a\u672c\u6700\u57fa\u672c\u7684\u529f\u80fd\u4e4b\u4e00\u3002\u901a\u8fc7\u7f16\u5199Python\u811a\u672c\uff0c\u53ef\u4ee5\u5b9a\u671f\u6293\u53d6\u5546\u54c1\u9875\u9762\uff0c\u5206\u6790\u4ef7\u683c\u53d8\u5316\u3002\u4f7f\u7528\u5e93\u5982requests<\/code>\u548cBeautifulSoup<\/code>\uff0c\u53ef\u4ee5\u8f7b\u677e\u83b7\u53d6\u5546\u54c1\u4ef7\u683c\uff0c\u5e76\u8bbe\u7f6e\u4ef7\u683c\u63d0\u9192\uff0c\u4e00\u65e6\u8fbe\u5230\u9884\u671f\u4ef7\u683c\uff0c\u4fbf\u53ef\u81ea\u52a8\u901a\u77e5\u7528\u6237\u3002<\/p>\n<\/p>\n

      \n
    1. \u81ea\u52a8\u4e0b\u5355<\/li>\n<\/ol>\n

      \u9664\u4e86\u76d1\u63a7\u4ef7\u683c\uff0c\u81ea\u52a8\u4e0b\u5355\u529f\u80fd\u4e5f\u662f\u201c\u8925\u7f8a\u6bdb\u201d\u8fc7\u7a0b\u4e2d\u975e\u5e38\u91cd\u8981\u7684\u4e00\u73af\u3002\u5728\u62a2\u8d2d\u79d2\u6740\u5546\u54c1\u65f6\uff0c\u624b\u52a8\u64cd\u4f5c\u5f80\u5f80\u4e0d\u591f\u53ca\u65f6\uff0c\u5229\u7528Python\u811a\u672c\u53ef\u4ee5\u5b9e\u73b0\u81ea\u52a8\u4e0b\u5355\uff0c\u4ece\u800c\u63d0\u9ad8\u6210\u529f\u7387\u3002\u4f7f\u7528Selenium\u5e93\uff0c\u53ef\u4ee5\u6a21\u62df\u6d4f\u89c8\u5668\u64cd\u4f5c\uff0c\u5b9e\u73b0\u81ea\u52a8\u767b\u5f55\u3001\u52a0\u5165\u8d2d\u7269\u8f66\u3001\u4e0b\u5355\u7b49\u4e00\u7cfb\u5217\u6b65\u9aa4\u3002<\/p>\n<\/p>\n

      \u4e8c\u3001\u6570\u636e\u5206\u6790<\/p>\n<\/p>\n

      \u6570\u636e\u5206\u6790\u662f\u901a\u8fc7\u5bf9\u5927\u91cf\u6570\u636e\u8fdb\u884c\u6574\u7406\u3001\u5206\u6790\u548c\u603b\u7ed3\uff0c\u4ece\u4e2d\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002Python\u7684pandas\u548cNumPy\u5e93\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\uff0c\u4f7f\u5176\u6210\u4e3a\u6570\u636e\u5206\u6790\u7684\u9996\u9009\u5de5\u5177\u3002<\/p>\n<\/p>\n

        \n
      1. \u4ef7\u683c\u8d8b\u52bf\u5206\u6790<\/li>\n<\/ol>\n

        \u901a\u8fc7\u5bf9\u5386\u53f2\u4ef7\u683c\u6570\u636e\u7684\u5206\u6790\uff0c\u53ef\u4ee5\u9884\u6d4b\u672a\u6765\u4ef7\u683c\u8d8b\u52bf\uff0c\u4ece\u800c\u9009\u62e9\u6700\u4f73\u8d2d\u4e70\u65f6\u673a\u3002Python\u7684pandas\u5e93\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u548c\u5904\u7406\uff0cmatplotlib\u548cseaborn\u5e93\u5219\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u76f4\u89c2\u5730\u5c55\u793a\u4ef7\u683c\u53d8\u5316\u8d8b\u52bf\u3002<\/p>\n<\/p>\n

          \n
        1. \u4f18\u60e0\u7b56\u7565\u4f18\u5316<\/li>\n<\/ol>\n

          \u9664\u4e86\u4ef7\u683c\u5206\u6790\uff0c\u6570\u636e\u5206\u6790\u8fd8\u53ef\u4ee5\u7528\u4e8e\u4f18\u5316\u4f18\u60e0\u7b56\u7565\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5206\u6790\u4ee5\u5f80\u7684\u8d2d\u4e70\u8bb0\u5f55\uff0c\u53ef\u4ee5\u627e\u51fa\u6700\u5e38\u7528\u7684\u4f18\u60e0\u5238\u7c7b\u578b\u548c\u4f7f\u7528\u9891\u7387\uff0c\u4ece\u800c\u5728\u672a\u6765\u7684\u8d2d\u7269\u4e2d\u66f4\u6709\u6548\u5730\u5229\u7528\u8fd9\u4e9b\u4f18\u60e0\u3002<\/p>\n<\/p>\n

          \u4e09\u3001\u7f51\u7edc\u722c\u866b<\/p>\n<\/p>\n

          \u7f51\u7edc\u722c\u866b\u662f\u4e00\u79cd\u81ea\u52a8\u8bbf\u95ee\u4e92\u8054\u7f51\u5e76\u63d0\u53d6\u4fe1\u606f\u7684\u6280\u672f\u3002Python\u7684Scrapy\u548cBeautifulSoup\u5e93\u662f\u5b9e\u73b0\u7f51\u7edc\u722c\u866b\u7684\u5e38\u7528\u5de5\u5177\u3002\u901a\u8fc7\u7f51\u7edc\u722c\u866b\uff0c\u53ef\u4ee5\u5feb\u901f\u83b7\u53d6\u5927\u91cf\u7684\u5546\u54c1\u4fe1\u606f\u3001\u6298\u6263\u4fe1\u606f\u7b49\u3002<\/p>\n<\/p>\n

            \n
          1. \u6298\u6263\u4fe1\u606f\u83b7\u53d6<\/li>\n<\/ol>\n

            \u901a\u8fc7\u7f16\u5199\u7f51\u7edc\u722c\u866b\uff0c\u53ef\u4ee5\u81ea\u52a8\u83b7\u53d6\u5404\u5927\u7535\u5546\u5e73\u53f0\u7684\u6298\u6263\u4fe1\u606f\u3002\u5728Scrapy\u4e2d\uff0c\u53ef\u4ee5\u5b9a\u4e49\u722c\u866b\u89c4\u5219\uff0c\u81ea\u52a8\u6293\u53d6\u9875\u9762\u4e0a\u7684\u4f18\u60e0\u4fe1\u606f\uff0c\u5e76\u5b58\u50a8\u5230\u672c\u5730\u6216\u6570\u636e\u5e93\u4e2d\uff0c\u65b9\u4fbf\u540e\u7eed\u5206\u6790\u548c\u4f7f\u7528\u3002<\/p>\n<\/p>\n

              \n
            1. \u591a\u5e73\u53f0\u76d1\u63a7<\/li>\n<\/ol>\n

              \u5229\u7528\u7f51\u7edc\u722c\u866b\uff0c\u53ef\u4ee5\u540c\u65f6\u76d1\u63a7\u591a\u4e2a\u7535\u5546\u5e73\u53f0\u7684\u5546\u54c1\u4fe1\u606f\u548c\u4ef7\u683c\u53d8\u5316\u3002\u8fd9\u79cd\u591a\u5e73\u53f0\u76d1\u63a7\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u66f4\u5168\u9762\u5730\u83b7\u53d6\u5e02\u573a\u4fe1\u606f\uff0c\u4ece\u800c\u505a\u51fa\u66f4\u660e\u667a\u7684\u8d2d\u4e70\u51b3\u7b56\u3002<\/p>\n<\/p>\n

              \u56db\u3001\u81ea\u52a8\u5316\u4ea4\u6613<\/p>\n<\/p>\n

              \u81ea\u52a8\u5316\u4ea4\u6613\u662f\u5229\u7528\u7b97\u6cd5\u548c\u7a0b\u5e8f\u81ea\u52a8\u6267\u884c\u4ea4\u6613\u6307\u4ee4\u7684\u8fc7\u7a0b\u3002Python\u4ee5\u5176\u4e30\u5bcc\u7684\u91d1\u878d\u548c\u6570\u636e\u5206\u6790\u5e93\uff0c\u6210\u4e3a\u5b9e\u73b0\u81ea\u52a8\u5316\u4ea4\u6613\u7684\u7406\u60f3\u8bed\u8a00\u3002<\/p>\n<\/p>\n

                \n
              1. \u7b56\u7565\u5f00\u53d1<\/li>\n<\/ol>\n

                \u5728\u81ea\u52a8\u5316\u4ea4\u6613\u4e2d\uff0c\u7b56\u7565\u5f00\u53d1\u662f\u81f3\u5173\u91cd\u8981\u7684\u4e00\u6b65\u3002\u901a\u8fc7Python\u7684pandas\u548cNumPy\u5e93\uff0c\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u5404\u79cd\u4ea4\u6613\u7b56\u7565\u7684\u5f00\u53d1\u548c\u56de\u6d4b\u3002\u4f7f\u7528quantlib\u548cTA-Lib\u5e93\uff0c\u53ef\u4ee5\u8fdb\u884c\u590d\u6742\u7684\u91d1\u878d\u5206\u6790\u548c\u6280\u672f\u6307\u6807\u8ba1\u7b97\uff0c\u4ece\u800c\u4f18\u5316\u4ea4\u6613\u7b56\u7565\u3002<\/p>\n<\/p>\n

                  \n
                1. \u81ea\u52a8\u6267\u884c<\/li>\n<\/ol>\n

                  \u81ea\u52a8\u6267\u884c\u662f\u81ea\u52a8\u5316\u4ea4\u6613\u7684\u6838\u5fc3\u3002\u901a\u8fc7Python\uff0c\u53ef\u4ee5\u4e0e\u5404\u5927\u4ea4\u6613\u5e73\u53f0\u7684API\u63a5\u53e3\u8fdb\u884c\u4ea4\u4e92\uff0c\u5b9e\u73b0\u81ea\u52a8\u4e70\u5165\u548c\u5356\u51fa\u6307\u4ee4\u3002\u4f7f\u7528ccxt\u5e93\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fde\u63a5\u5230\u5404\u5927\u52a0\u5bc6\u8d27\u5e01\u4ea4\u6613\u6240\uff0c\u8fdb\u884c\u81ea\u52a8\u5316\u4ea4\u6613\u3002<\/p>\n<\/p>\n

                  \u4e94\u3001\u98ce\u9669\u7ba1\u7406<\/p>\n<\/p>\n

                  \u5728\u201c\u8925\u7f8a\u6bdb\u201d\u7684\u8fc7\u7a0b\u4e2d\uff0c\u98ce\u9669\u7ba1\u7406\u540c\u6837\u91cd\u8981\u3002Python\u4ee5\u5176\u5f3a\u5927\u7684\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u80fd\u529b\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u6709\u6548\u7ba1\u7406\u548c\u63a7\u5236\u98ce\u9669\u3002<\/p>\n<\/p>\n

                    \n
                  1. \u98ce\u9669\u8bc6\u522b<\/li>\n<\/ol>\n

                    \u901a\u8fc7\u6570\u636e\u5206\u6790\uff0c\u7528\u6237\u53ef\u4ee5\u8bc6\u522b\u51fa\u53ef\u80fd\u7684\u98ce\u9669\u56e0\u7d20\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5bf9\u5386\u53f2\u6570\u636e\u7684\u5206\u6790\uff0c\u53ef\u4ee5\u53d1\u73b0\u4ef7\u683c\u6ce2\u52a8\u8f83\u5927\u7684\u5546\u54c1\uff0c\u4ece\u800c\u907f\u514d\u5728\u5176\u9ad8\u5cf0\u671f\u8d2d\u4e70\u3002<\/p>\n<\/p>\n

                      \n
                    1. \u98ce\u9669\u63a7\u5236<\/li>\n<\/ol>\n

                      \u98ce\u9669\u63a7\u5236\u662f\u6307\u901a\u8fc7\u4e00\u5b9a\u7684\u624b\u6bb5\u5c06\u98ce\u9669\u964d\u5230\u53ef\u63a5\u53d7\u7684\u8303\u56f4\u5185\u3002Python\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u8bbe\u7f6e\u5404\u79cd\u98ce\u9669\u63a7\u5236\u63aa\u65bd\uff0c\u5982\u81ea\u52a8\u6b62\u635f\u3001\u8d44\u91d1\u7ba1\u7406\u7b49\uff0c\u4ece\u800c\u5728\u201c\u8925\u7f8a\u6bdb\u201d\u8fc7\u7a0b\u4e2d\u6709\u6548\u964d\u4f4e\u98ce\u9669\u3002<\/p>\n<\/p>\n

                      \u516d\u3001\u603b\u7ed3<\/p>\n<\/p>\n

                      \u7efc\u4e0a\u6240\u8ff0\uff0cPython\u5728\u201c\u8925\u7f8a\u6bdb\u201d\u8fc7\u7a0b\u4e2d\u5177\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u4e0d\u8bba\u662f\u81ea\u52a8\u5316\u811a\u672c\u3001\u6570\u636e\u5206\u6790\u8fd8\u662f\u7f51\u7edc\u722c\u866b\uff0cPython\u90fd\u80fd\u63d0\u4f9b\u5f3a\u5927\u7684\u652f\u6301\u3002\u901a\u8fc7\u5408\u7406\u5229\u7528\u8fd9\u4e9b\u6280\u672f\u624b\u6bb5\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u8d2d\u7269\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u4f18\u60e0\u548c\u6298\u6263\u3002\u7136\u800c\uff0c\u5728\u8ffd\u6c42\u5229\u76ca\u7684\u540c\u65f6\uff0c\u98ce\u9669\u7ba1\u7406\u4e5f\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u4e00\u73af\u3002\u53ea\u6709\u5728\u786e\u4fdd\u5b89\u5168\u7684\u524d\u63d0\u4e0b\uff0c\u624d\u80fd\u6700\u5927\u5316\u5229\u7528Python\u201c\u8925\u7f8a\u6bdb\u201d\u3002<\/p>\n<\/p>\n

                      \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

                      Python\u53ef\u4ee5\u7528\u4e8e\u54ea\u4e9b\u7c7b\u578b\u7684\u201c\u8925\u7f8a\u6bdb\u201d\u64cd\u4f5c\uff1f<\/strong>
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