{"id":63601,"date":"2026-01-22T02:17:06","date_gmt":"2026-01-21T18:17:06","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/63601.html"},"modified":"2026-01-22T02:17:06","modified_gmt":"2026-01-21T18:17:06","slug":"%e8%ae%a1%e7%ae%97%e6%9c%ba%e6%af%95%e4%b8%9a%e8%ae%be%e8%ae%a1-%e5%9f%ba%e4%ba%8epython%e7%9a%84%e7%94%b5%e5%95%86%e5%b9%b3%e5%8f%b0%e7%94%b5%e8%84%91%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90%e7%b3%bb","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/63601.html","title":{"rendered":"\u8ba1\u7b97\u673a\u6bd5\u4e1a\u8bbe\u8ba1\/\u57fa\u4e8ePython\u7684\u7535\u5546\u5e73\u53f0\u7535\u8111\u6570\u636e\u5206\u6790\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u73b0\u3001\u5927\u6570\u636e\u4e13\u4e1a\u6bd5\u8bbe\u6e90\u7801+\u6bd5\u4e1a\u8bba\u6587+\u5f00\u9898\u62a5\u544a"},"content":{"rendered":"<h2>\u00a0\u535a\u4e3b\u4ecb\u7ecd&#xff1a;<\/h2>\n<\/p>\n<p>CSDN\u6bd5\u8bbe\u8f85\u5bfc\u7b2c\u4e00\u4eba\u3001\u9760\u8c31\u7b2c\u4e00\u4eba\u3001csdn\u7279\u9080\u4f5c\u8005\u3001\u535a\u5ba2\u4e13\u5bb6\u3001CSDN\u65b0\u661f\u8ba1\u5212\u5bfc\u5e08\u3001Java\u9886\u57df\u4f18\u8d28\u521b\u4f5c\u8005,\u535a\u5ba2\u4f18\u79c0\u521b\u4f5c\u8005\u3001\u6398\u91d1\/\u534e\u4e3a\u4e91\/\u963f\u91cc\u4e91\/InfoQ\u7b49\u5e73\u53f0\u4f18\u8d28\u4f5c\u8005\u3001\u4e13\u6ce8\u4e8eJava\u6280\u672f\u9886\u57df\u548c\u5b66\u751f\u6bd5\u4e1a\u9879\u76ee\u5b9e\u6218,\u9ad8\u6821\u8001\u5e08\/\u8bb2\u5e08\/\u540c\u884c\u524d\u8f88\u4ea4\u6d41\u270c<\/p>\n<p><img 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style=\"color:#000000\">\u968f\u7740\u7535\u5546\u884c\u4e1a\u7684\u84ec\u52c3\u53d1\u5c55&#xff0c;\u7535\u8111\u6570\u636e\u5206\u6790\u7cfb\u7edf\u5728\u7535\u5546\u5e73\u53f0\u4e2d\u626e\u6f14\u7740\u81f3\u5173\u91cd\u8981\u7684\u89d2\u8272\u3002\u57fa\u4e8ePython\u7684\u7535\u5546\u5e73\u53f0\u7535\u8111\u6570\u636e\u5206\u6790\u7cfb\u7edf&#xff0c;\u7efc\u5408\u8fd0\u7528\u4e86\u591a\u79cd\u524d\u6cbf\u6280\u672f&#xff0c;\u4ee5\u5b9e\u73b0\u9ad8\u6548\u7684\u6570\u636e\u91c7\u96c6\u3001\u5904\u7406\u4e0e\u5206\u6790\u3002\u7cfb\u7edf\u91c7\u7528Scrapy\u6846\u67b6\u8fdb\u884c\u7f51\u9875\u6570\u636e\u7684\u722c\u53d6&#xff0c;\u80fd\u591f\u5feb\u901f\u83b7\u53d6\u6d77\u91cf\u7684\u7535\u5546\u6570\u636e&#xff0c;\u5305\u62ec\u5546\u54c1\u4fe1\u606f\u3001\u7528\u6237\u8bc4\u4ef7\u3001\u9500\u552e\u6570\u636e\u7b49\u3002\u501f\u52a9Hadoop\u5f3a\u5927\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e0e\u8ba1\u7b97\u80fd\u529b&#xff0c;\u7cfb\u7edf\u53ef\u4ee5\u9ad8\u6548\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6&#xff0c;\u786e\u4fdd\u6570\u636e\u5904\u7406\u7684\u9ad8\u5e76\u53d1\u6027\u548c\u9ad8\u53ef\u9760\u6027\u3002Python\u8bed\u8a00\u7684\u7b80\u6d01\u6027\u548c\u4e30\u5bcc\u7684\u5e93\u652f\u6301&#xff0c;\u4f7f\u5f97\u6570\u636e\u9884\u5904\u7406\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u7b49\u5de5\u4f5c\u66f4\u52a0\u4fbf\u6377\u9ad8\u6548\u3002\u5728\u540e\u7aef&#xff0c;Django\u6846\u67b6\u4e3a\u7cfb\u7edf\u7684\u5f00\u53d1\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848&#xff0c;\u5176\u5185\u7f6e\u7684ORM\u673a\u5236\u4e0eMySQL\u6570\u636e\u5e93\u65e0\u7f1d\u5bf9\u63a5&#xff0c;\u5b9e\u73b0\u4e86\u6570\u636e\u7684\u9ad8\u6548\u5b58\u50a8\u4e0e\u7ba1\u7406\u3002\u901a\u8fc7\u8fd9\u4e9b\u6280\u672f\u7684\u6709\u673a\u7ed3\u5408&#xff0c;\u8be5\u7cfb\u7edf\u80fd\u591f\u4e3a\u7535\u5546\u5e73\u53f0\u63d0\u4f9b\u7cbe\u51c6\u7684\u6570\u636e\u5206\u6790\u670d\u52a1&#xff0c;\u52a9\u529b\u5546\u5bb6\u4f18\u5316\u8fd0\u8425\u7b56\u7565\u3001\u63d0\u5347\u7528\u6237\u4f53\u9a8c&#xff0c;\u4ece\u800c\u5728\u6fc0\u70c8\u7684\u5e02\u573a\u7ade\u4e89\u4e2d\u5360\u636e\u4f18\u52bf\u3002<\/span><\/p>\n<p style=\"margin-left:.0001pt;margin-right:0\">\n<p style=\"margin-left:.0001pt;margin-right:0\">\u5173\u952e\u8bcd&#xff1a;\u7535\u5546&#xff1b;\u7535\u8111&#xff1b;\u6570\u636e\u5206\u6790&#xff1b;Scrapy&#xff1b;<\/p>\n<\/p>\n<p style=\"text-align:center\">Abstract<\/p>\n<p>With the vigorous development of the e-commerce industry, computer data analysis system plays a crucial role in the e-commerce platform. Python based e-commerce platform computer data analysis system, comprehensive use of a variety of cutting-edge technologies to achieve efficient data collection, processing and analysis. The system uses Scrapy framework to crawl web page data, and can quickly obtain massive e-commerce data, including product information, user evaluation, sales data, etc. With Hadoop&#039;s powerful distributed storage and computing capabilities, the system can efficiently process large-scale data sets and ensure high concurrency and reliability of data processing. The simplicity of Python language and rich library support make data preprocessing, analysis and visualization more convenient and efficient. At the back end, Django framework provides an efficient solution for the development of the system, and its built-in ORM mechanism seamlessly connects with MySQL database to achieve efficient data storage and management. Through the organic combination of these technologies, the system can provide accurate data analysis services for the e-commerce platform, help merchants optimize operational strategies, improve user experience, and thus occupy an advantage in the fierce market competition.<\/p>\n<\/p>\n<p>Key words:\u00a0e-commerce; Computer; Data analysis; Scrapy;<\/p>\n<p style=\"text-align:center\">\n<p style=\"margin-left:.0001pt;margin-right:0\">\n<h2 style=\"text-align:center\"><span style=\"color:#000000\">\u76ee\u5f55<\/span><\/h2>\n<p><span style=\"color:#0000ff\">\u76ee\u5f55<\/span> <\/p>\n<p><span style=\"color:#0000ff\">\u7b2c1\u7ae0 \u7eea\u8bba<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">1.1 \u8bfe\u9898\u80cc\u666f\u4e0e\u610f\u4e49<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">1.2 \u7814\u7a76\u76ee\u7684<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">1.3 \u56fd\u5185\u5916\u7814\u7a76\u73b0\u72b6<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">1.4 \u672c\u8bfe\u9898\u7814\u7a76\u7684\u4e3b\u8981\u5185\u5bb9<\/span> <\/p>\n<p><span style=\"color:#0000ff\">\u7b2c2\u7ae0 \u76f8\u5173\u6280\u672f\u548c\u7cfb\u7edf\u73af\u5883<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">2.1 Hadoop\u4ecb\u7ecd<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">2.2 Scrapy\u4ecb\u7ecd<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">2.3 Django\u6846\u67b6<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">2.4 Python\u8bed\u8a00<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">2.5 MySQL\u6570\u636e\u5e93<\/span> <\/p>\n<p><span style=\"color:#0000ff\">\u7b2c3\u7ae0 \u7cfb\u7edf\u9700\u6c42\u5206\u6790<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">3.1\u7cfb\u7edf\u8bbe\u8ba1\u89c4\u5219<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">3.2 \u7cfb\u7edf\u53ef\u884c\u6027\u5206\u6790<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">3.3\u7cfb\u7edf\u7528\u4f8b\u5206\u6790<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">3.4\u7cfb\u7edf\u6d41\u7a0b\u5206\u6790<\/span> <\/p>\n<p style=\"margin-left:22.1pt;text-align:justify\"><span style=\"color:#0000ff\">3.4.1 \u7528\u6237\u767b\u5f55\u6d41\u7a0b<\/span> <\/p>\n<p style=\"margin-left:22.1pt;text-align:justify\"><span style=\"color:#0000ff\">3.4.2 \u7cfb\u7edf\u64cd\u4f5c\u6d41\u7a0b<\/span> <\/p>\n<p style=\"margin-left:22.1pt;text-align:justify\"><span style=\"color:#0000ff\">3.4.3\u4fee\u6539\u4fe1\u606f\u6d41\u7a0b<\/span> <\/p>\n<p><span style=\"color:#0000ff\">\u7b2c4\u7ae0 \u7cfb\u7edf\u8bbe\u8ba1<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">4.1 \u7cfb\u7edf\u529f\u80fd\u7ed3\u6784\u8bbe\u8ba1<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">4.2\u6570\u636e\u5e93\u8bbe\u8ba1<\/span> <\/p>\n<p style=\"margin-left:22.1pt;text-align:justify\"><span style=\"color:#0000ff\">4.<\/span><span style=\"color:#0000ff\">2<\/span><span style=\"color:#0000ff\">.1 \u6570\u636e\u5e93\u6982\u5ff5\u7ed3\u6784\u8bbe\u8ba1<\/span> <\/p>\n<p style=\"margin-left:22.1pt;text-align:justify\"><span style=\"color:#0000ff\">4.2.2 \u6570\u636e\u5e93\u8868\u7ed3\u6784\u8bbe\u8ba1<\/span> <\/p>\n<p><span style=\"color:#0000ff\">\u7b2c5\u7ae0 \u7cfb\u7edf\u529f\u80fd\u5b9e\u73b0<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">5.1\u524d\u53f0\u529f\u80fd\u5b9e\u73b0<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">5.2\u7ba1\u7406\u5458\u529f\u80fd\u5b9e\u73b0<\/span> <\/p>\n<p><span style=\"color:#0000ff\">\u7b2c6\u7ae0 \u7cfb\u7edf\u6d4b\u8bd5<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">6.1\u7cfb\u7edf\u6d4b\u8bd5\u7684\u91cd\u8981\u6027<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">6.2\u7cfb\u7edf\u6d4b\u8bd5\u65b9\u6cd5<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">6.3\u7cfb\u7edf\u6d4b\u8bd5\u7528\u4f8b<\/span> <\/p>\n<p style=\"margin-left:22.1pt;text-align:justify\"><span style=\"color:#0000ff\">6.3.1 \u9ed1\u76d2\u6d4b\u8bd5\u7528\u4f8b<\/span> <\/p>\n<p style=\"margin-left:22.1pt;text-align:justify\"><span style=\"color:#0000ff\">6.3.2\u767d\u76d2\u6d4b\u8bd5\u7528\u4f8b<\/span> <\/p>\n<p style=\"margin-left:11.05pt\"><span style=\"color:#0000ff\">6.4\u5c0f\u7ed3<\/span> <\/p>\n<p><span style=\"color:#0000ff\">\u603b \u7ed3<\/span> <\/p>\n<p><span style=\"color:#0000ff\">\u53c2\u8003\u6587\u732e<\/span> <\/p>\n<p><span style=\"color:#0000ff\">\u81f4 \u8c22<\/span><\/p>\n<p><img loading=\"lazy\" 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