{"id":86959,"date":"2026-07-29T14:24:41","date_gmt":"2026-07-29T06:24:41","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/86959.html"},"modified":"2026-07-29T14:24:41","modified_gmt":"2026-07-29T06:24:41","slug":"%e5%bd%b1%e5%88%80rpa%e5%ae%9e%e6%93%8d%e6%8c%87%e5%8d%97%ef%bc%9a%e7%94%b5%e5%95%86%e5%ba%97%e7%be%a4%e6%95%b0%e6%8d%ae%e5%af%b9%e8%b4%a6%e4%b8%8e%e5%ba%93%e5%ad%98%e7%9b%91%e6%8e%a7%e8%87%aa","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/86959.html","title":{"rendered":"\u5f71\u5200RPA\u5b9e\u64cd\u6307\u5357\uff1a\u7535\u5546\u5e97\u7fa4\u6570\u636e\u5bf9\u8d26\u4e0e\u5e93\u5b58\u76d1\u63a7\u81ea\u52a8\u5316\u7cfb\u7edf"},"content":{"rendered":"<h2>\u5f71\u5200RPA\u5b9e\u64cd\u6307\u5357&#xff1a;\u7535\u5546\u5e97\u7fa4\u6570\u636e\u5bf9\u8d26\u4e0e\u5e93\u5b58\u76d1\u63a7\u81ea\u52a8\u5316\u7cfb\u7edf<\/h2>\n<p>\u5e97\u7fa4\u8fd0\u8425\u523010\u4e2a\u5e97\u94fa\u4ee5\u4e0a&#xff0c;\u6700\u75db\u82e6\u7684\u4e8b\u4e0d\u662f\u8fd0\u8425&#xff0c;\u800c\u662f\u5bf9\u8d26\u2014\u2014\u62fc\u591a\u591a\u7ed3\u7b97\u5355\u548c\u94f6\u884c\u6d41\u6c34\u5bf9\u4e0d\u4e0a\u3001\u6dd8\u5b9d\u652f\u4ed8\u5b9d\u8d26\u5355\u5dee\u51e0\u5757\u94b1\u3001TEMU\u7684\u7f8e\u5143\u7ed3\u7b97\u6c47\u7387\u6bcf\u6b21\u90fd\u4e0d\u4e00\u6837\u3002\u6708\u5e95\u624b\u5de5\u5bf9\u8d26\u80fd\u628a\u4eba\u903c\u75af&#xff0c;\u4e00\u7b14\u4e00\u7b14\u6838\u5bf9&#xff0c;\u7a0d\u6709\u758f\u5ffd\u5c31\u662f\u51e0\u767e\u5757\u7684\u5dee\u989d\u3002<\/p>\n<p>\u81ea\u52a8\u5316\u5bf9\u8d26\u7cfb\u7edf\u662f\u5e97\u7fa4RPA\u7684\u5929\u82b1\u677f\u573a\u666f\u2014\u2014\u6570\u636e\u6e90\u591a\u3001\u903b\u8f91\u590d\u6742\u3001\u5bb9\u9519\u7387\u8981\u6c42\u6781\u9ad8\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260729062437-6a699ca507262.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u8fd9\u5957\u7cfb\u7edf\u6211\u8fed\u4ee3\u4e86\u4e09\u4e2a\u7248\u672c\u3002\u7b2c\u4e00\u7248\u53ea\u5bf9\u603b\u989d&#xff0c;\u53d1\u73b0\u5dee1\u5206\u94b1\u90fd\u8981\u4eba\u5de5\u67e5&#xff1b;\u7b2c\u4e8c\u7248\u505a\u4e86\u9010\u7b14\u5339\u914d&#xff0c;\u4f46TEMU\u6c47\u7387\u6ce2\u52a8\u5bfc\u81f4\u5927\u91cf\u8bef\u62a5&#xff1b;\u7b2c\u4e09\u7248\u52a0\u5165\u4e86\u5bb9\u5dee\u673a\u5236\u548c\u6c47\u7387\u81ea\u9002\u5e94&#xff0c;\u8dd1\u4e86\u5927\u534a\u5e74\u96f6\u8bef\u62a5\u3002\u4e0b\u9762\u628a\u5b8c\u6574\u5b9e\u73b0\u62c6\u5f00\u8bb2\u3002<\/p>\n<h3>\u7cfb\u7edf\u67b6\u6784\u603b\u89c8<\/h3>\n<p>\u5bf9\u8d26\u7cfb\u7edf\u6d89\u53ca\u7684\u6570\u636e\u6e90\u6700\u591a\u3001\u683c\u5f0f\u6700\u6742&#xff0c;\u9700\u8981\u5148\u7406\u6e05\u67b6\u6784&#xff1a;<\/p>\n<p>\u6570\u636e\u91c7\u96c6\u5c42&#xff08;\u5f71\u5200RPA\u81ea\u52a8\u6267\u884c&#xff09;<br \/>\n\u251c\u2500\u2500 \u62fc\u591a\u591a\u7ed3\u7b97\u5355 \u2192 \u5bfc\u51faExcel&#xff08;\u5546\u5bb6\u540e\u53f0\u2192\u8d44\u91d1\u4e2d\u5fc3\u2192\u7ed3\u7b97\u8bb0\u5f55&#xff09;<br \/>\n\u251c\u2500\u2500 \u6dd8\u5b9d\u652f\u4ed8\u5b9d\u8d26\u5355 \u2192 \u5bfc\u51faCSV&#xff08;\u652f\u4ed8\u5b9d\u5546\u5bb6\u4e2d\u5fc3\u2192\u4ea4\u6613\u8bb0\u5f55&#xff09;<br \/>\n\u251c\u2500\u2500 TEMU\u7ed3\u7b97\u62a5\u8868 \u2192 \u5bfc\u51faCSV&#xff08;TEMU\u2192Finance\u2192Settlement Report&#xff09;<br \/>\n\u2514\u2500\u2500 \u94f6\u884c\u6d41\u6c34 \u2192 \u4e0b\u8f7dPDF\/CSV&#xff08;\u7f51\u94f6\u81ea\u52a8\u4e0b\u8f7d&#xff09;<\/p>\n<p>\u6570\u636e\u6e05\u6d17\u5c42&#xff08;Python Pandas&#xff09;<br \/>\n\u251c\u2500\u2500 \u683c\u5f0f\u6807\u51c6\u5316 \u2192 \u7edf\u4e00\u65e5\u671f\/\u91d1\u989d\/\u8ba2\u5355\u53f7\u683c\u5f0f<br \/>\n\u251c\u2500\u2500 \u6c47\u7387\u6362\u7b97 \u2192 TEMU\u7f8e\u5143\u2192\u4eba\u6c11\u5e01<br \/>\n\u251c\u2500\u2500 \u8d39\u7528\u5206\u7c7b \u2192 \u5e7f\u544a\u8d39\/\u7269\u6d41\u8d39\/\u5e73\u53f0\u4f63\u91d1\/\u9000\u6b3e<br \/>\n\u2514\u2500\u2500 \u6570\u636e\u6821\u9a8c \u2192 \u68c0\u67e5\u5fc5\u586b\u5b57\u6bb5\u548c\u91d1\u989d\u5408\u7406\u6027<\/p>\n<p>![\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0](https:\/\/i-blog.csdnimg.cn\/direct\/15e22ee0c7da45428fbc88a1944f412b.png#pic_center)<\/p>\n<p>\u5bf9\u8d26\u5f15\u64ce\u5c42&#xff08;\u6838\u5fc3\u903b\u8f91&#xff09;<br \/>\n\u251c\u2500\u2500 \u9010\u7b14\u5339\u914d \u2192 \u5e73\u53f0\u8ba2\u5355 vs \u94f6\u884c\u6d41\u6c34<br \/>\n\u251c\u2500\u2500 \u5dee\u989d\u5206\u6790 \u2192 \u624b\u7eed\u8d39\/\u6c47\u7387\u5dee\/\u9000\u6b3e\/\u5e73\u53f0\u6263\u8d39<br \/>\n\u251c\u2500\u2500 \u5bb9\u5dee\u5904\u7406 \u2192 \u8bbe\u5b9a\u53ef\u63a5\u53d7\u8bef\u5dee\u9608\u503c<br \/>\n\u2514\u2500\u2500 \u5f02\u5e38\u6807\u8bb0 \u2192 \u65e0\u6cd5\u5339\u914d\u7684\u6761\u76ee\u6807\u8bb0\u4e3a\u5f85\u67e5<\/p>\n<p>\u8f93\u51fa\u5c42<br \/>\n\u251c\u2500\u2500 \u5bf9\u8d26\u62a5\u544aExcel \u2192 \u542b\u5dee\u5f02\u660e\u7ec6\u548c\u539f\u56e0\u5206\u6790<br \/>\n\u251c\u2500\u2500 \u98de\u4e66\u901a\u77e5 \u2192 \u5f02\u5e38\u6761\u76ee\u81ea\u52a8\u63a8\u9001<br \/>\n\u2514\u2500\u2500 MySQL\u5f52\u6863 \u2192 \u5386\u53f2\u5bf9\u8d26\u6570\u636e\u7559\u5b58<\/p>\n<h3>\u6570\u636e\u91c7\u96c6\u5c42\u7684\u5b9e\u73b0<\/h3>\n<h4>\u62fc\u591a\u591a\u7ed3\u7b97\u5355\u5bfc\u51fa<\/h4>\n<p>\u62fc\u591a\u591a\u7ed3\u7b97\u5355\u5728\u300c\u8d44\u91d1\u4e2d\u5fc3\u300d\u6a21\u5757\u3002\u5f71\u5200RPA\u64cd\u4f5c\u6d41\u7a0b&#xff1a;<\/p>\n<\/p>\n<p>\u62fc\u591a\u591a\u5e97\u7fa4\u81ea\u52a8\u5316\u4e0a\u67b6\u65b9\u6848<\/p>\n<\/p>\n<p>[\u6253\u5f00\u7f51\u9875] \u2192 \u62fc\u591a\u591a\u5546\u5bb6\u540e\u53f0&#xff08;\u72ec\u7acb\u7a97\u53e3&#043;\u7528\u6237\u6570\u636e\u76ee\u5f55&#xff09;<br \/>\n[\u7b49\u5f85\u7f51\u9875\u5143\u7d20\u51fa\u73b0] \u2192 \u5bfc\u822a\u680f\u300c\u8d44\u91d1\u4e2d\u5fc3\u300d&#xff08;\u786e\u8ba4\u767b\u5f55\u6210\u529f&#xff09;<br \/>\n[\u70b9\u51fb\u7f51\u9875\u5143\u7d20] \u2192 \u300c\u8d44\u91d1\u4e2d\u5fc3\u300d<br \/>\n[\u7b49\u5f85\u7f51\u9875\u5143\u7d20\u51fa\u73b0] \u2192 \u5de6\u4fa7\u83dc\u5355\u300c\u7ed3\u7b97\u8bb0\u5f55\u300d<br \/>\n[\u70b9\u51fb\u7f51\u9875\u5143\u7d20] \u2192 \u300c\u7ed3\u7b97\u8bb0\u5f55\u300d<\/p>\n<p># \u9009\u62e9\u65e5\u671f\u8303\u56f4<br \/>\n![\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0](https:\/\/i-blog.csdnimg.cn\/direct\/68d2e6e6726949a0a0ab68ac06a4ccba.png#pic_center)<\/p>\n<p>[\u70b9\u51fb\u7f51\u9875\u5143\u7d20] \u2192 \u65e5\u671f\u9009\u62e9\u5668 \u2192 \u9009\u62e9\u300c\u4e0a\u6708\u300d<br \/>\n# \u5bfc\u51fa<br \/>\n[\u70b9\u51fb\u7f51\u9875\u5143\u7d20] \u2192 \u300c\u5bfc\u51fa\u62a5\u8868\u300d\u6309\u94ae<br \/>\n[\u7b49\u5f85\u6587\u4ef6\u4e0b\u8f7d\u5b8c\u6210] \u2192 \u68c0\u6d4b\u4e0b\u8f7d\u76ee\u5f55\u51fa\u73b0\u65b0xlsx\u6587\u4ef6<\/p>\n<p>\u62fc\u591a\u591a\u7ed3\u7b97\u5355\u7684\u5173\u952e\u5b57\u6bb5&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u7ed3\u7b97\u5355\u5b57\u6bb5\u6620\u5c04<\/span><br \/>\npdd_settlement_cols <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#039;\u7ed3\u7b97\u65e5\u671f&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;settlement_date&#039;<\/span><span class=\"token punctuation\">,<\/span>      <span class=\"token comment\"># \u683c\u5f0f: 2026-06-25<\/span><br \/>\n    <span class=\"token string\">&#039;\u8ba2\u5355\u7f16\u53f7&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;order_no&#039;<\/span><span class=\"token punctuation\">,<\/span>            <span class=\"token comment\"># \u62fc\u591a\u591a\u8ba2\u5355\u53f7&#xff08;19\u4f4d&#xff09;<\/span><br \/>\n    <span class=\"token string\">&#039;\u5546\u54c1\u540d\u79f0&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;product_name&#039;<\/span><span class=\"token punctuation\">,<\/span>        <span class=\"token comment\"># \u7528\u4e8e\u6838\u5bf9\u5546\u54c1<\/span><br \/>\n    <span class=\"token string\">&#039;\u6210\u4ea4\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;order_amount&#039;<\/span><span class=\"token punctuation\">,<\/span>        <span class=\"token comment\"># \u7528\u6237\u652f\u4ed8\u91d1\u989d<\/span><br \/>\n    <span class=\"token string\">&#039;\u5e73\u53f0\u4f63\u91d1&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;platform_fee&#039;<\/span><span class=\"token punctuation\">,<\/span>        <span class=\"token comment\"># \u62fc\u591a\u591a\u62bd\u6210<\/span><br \/>\n    <span class=\"token string\">&#039;\u6280\u672f\u670d\u52a1\u8d39&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;tech_fee&#039;<\/span><span class=\"token punctuation\">,<\/span>          <span class=\"token comment\"># \u6280\u672f\u670d\u52a1\u8d39<\/span><br \/>\n    <span class=\"token string\">&#039;\u5b9e\u9645\u7ed3\u7b97&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;settlement_amount&#039;<\/span><span class=\"token punctuation\">,<\/span>   <span class=\"token comment\"># \u5b9e\u9645\u5230\u8d26\u91d1\u989d<\/span><br \/>\n    <span class=\"token string\">&#039;\u7ed3\u7b97\u72b6\u6001&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;settlement_status&#039;<\/span>    <span class=\"token comment\"># \u5df2\u7ed3\u7b97\/\u5f85\u7ed3\u7b97<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>\u94f6\u884c\u6d41\u6c34\u81ea\u52a8\u4e0b\u8f7d<\/h4>\n<p>\u94f6\u884c\u6d41\u6c34\u4e0b\u8f7d\u662f\u81ea\u52a8\u5316\u5bf9\u8d26\u4e2d\u6700\u590d\u6742\u7684\u4e00\u73af\u2014\u2014\u6bcf\u5bb6\u94f6\u884c\u7684\u7f51\u94f6\u7cfb\u7edf\u90fd\u4e0d\u540c&#xff0c;\u800c\u4e14\u5927\u90e8\u5206\u8981\u6c42U\u76fe\u9a8c\u8bc1\u3002\u76ee\u524d\u6709\u4e24\u79cd\u53ef\u884c\u65b9\u6848&#xff1a;<\/p>\n<p>\u65b9\u6848\u4e00&#xff1a;\u624b\u52a8\u5bfc\u51fa\u540e\u5f71\u5200RPA\u81ea\u52a8\u8bfb\u53d6&#xff08;\u63a8\u8350&#xff0c;\u5b89\u5168\u53ef\u63a7&#xff09;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260729062437-6a699ca5bc101.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u65b9\u6848\u4e8c&#xff1a;\u4f7f\u7528\u94f6\u884c\u63d0\u4f9b\u7684\u4f01\u4e1aAPI&#xff08;\u9700\u8981\u5bf9\u63a5\u94f6\u884c\u5f00\u653e\u5e73\u53f0&#xff0c;\u95e8\u69db\u8f83\u9ad8&#xff09;<\/p>\n<p>\u5b9e\u9645\u64cd\u4f5c\u4e2d&#xff0c;\u65b9\u6848\u4e00\u662f\u4e3b\u6d41&#xff1a;<\/p>\n<p># \u94f6\u884c\u6d41\u6c34\u8bfb\u53d6\u5b50\u6d41\u7a0b<br \/>\n[\u6253\u5f00Excel] \u2192 \u94f6\u884c\u5bfc\u51fa\u7684\u6d41\u6c34\u6587\u4ef6<br \/>\n[\u8bfb\u53d6Excel\u533a\u57df] \u2192 \u8bfb\u53d6\u6240\u6709\u884c<br \/>\n[\u5faa\u73af] \u904d\u5386\u6bcf\u4e00\u884c:<br \/>\n  \u251c\u2500\u2500 \u63d0\u53d6: \u65e5\u671f\u3001\u91d1\u989d\u3001\u5bf9\u65b9\u6237\u540d\u3001\u6458\u8981<br \/>\n  \u251c\u2500\u2500 \u5206\u7c7b:<br \/>\n  \u2502   \u251c\u2500\u2500 \u5bf9\u65b9\u6237\u540d\u542b\u300c\u62fc\u591a\u591a\u300d\u2192 \u6807\u8bb0\u4e3a\u62fc\u591a\u591a\u7ed3\u7b97<br \/>\n  \u2502   \u251c\u2500\u2500 \u5bf9\u65b9\u6237\u540d\u542b\u300c\u652f\u4ed8\u5b9d\u300d\u2192 \u6807\u8bb0\u4e3a\u6dd8\u5b9d\u7ed3\u7b97<br \/>\n  \u2502   \u2514\u2500\u2500 \u5176\u4ed6 \u2192 \u6807\u8bb0\u4e3a\u5176\u4ed6\u6536\u652f<br \/>\n  \u2514\u2500\u2500 [\u5199\u5165\u53d8\u91cf] \u2192 bank_transactions\u5217\u8868<\/p>\n<h3>\u5bf9\u8d26\u5f15\u64ce\u7684\u6838\u5fc3\u903b\u8f91<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260729062438-6a699ca62d876.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u8fd9\u662f\u6574\u4e2a\u7cfb\u7edf\u7684\u7075\u9b42\u3002\u5bf9\u8d26\u5f15\u64ce\u8981\u5904\u7406\u4e09\u79cd\u5339\u914d\u573a\u666f&#xff1a;\u7cbe\u786e\u5339\u914d\u3001\u6a21\u7cca\u5339\u914d\u3001\u65e0\u6cd5\u5339\u914d\u3002<\/p>\n<p><span class=\"token comment\"># \u5bf9\u8d26\u5f15\u64ce\u6838\u5fc3\u903b\u8f91<\/span><br \/>\n<span class=\"token keyword\">import<\/span> pandas <span class=\"token keyword\">as<\/span> pd<br \/>\n<span class=\"token keyword\">from<\/span> datetime <span class=\"token keyword\">import<\/span> datetime<span class=\"token punctuation\">,<\/span> timedelta<\/p>\n<p><span class=\"token comment\"># &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061; 1. \u6570\u636e\u51c6\u5907 &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<\/span><\/p>\n<p><span class=\"token comment\"># \u8bfb\u53d6\u5e73\u53f0\u7ed3\u7b97\u6570\u636e<\/span><br \/>\npdd <span class=\"token operator\">&#061;<\/span> pd<span class=\"token punctuation\">.<\/span>read_excel<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#034;C:\\\\RPA_Data\\\\\u5bf9\u8d26\\\\\u62fc\u591a\u591a\u7ed3\u7b97_202606.xlsx&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\ntb <span class=\"token operator\">&#061;<\/span> pd<span class=\"token punctuation\">.<\/span>read_csv<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#034;C:\\\\RPA_Data\\\\\u5bf9\u8d26\\\\\u652f\u4ed8\u5b9d\u8d26\u5355_202606.csv&#034;<\/span><span class=\"token punctuation\">,<\/span> encoding<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;gbk&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\ntemu <span class=\"token operator\">&#061;<\/span> pd<span class=\"token punctuation\">.<\/span>read_csv<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#034;C:\\\\RPA_Data\\\\\u5bf9\u8d26\\\\TEMU_Settlement_202606.csv&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u8bfb\u53d6\u94f6\u884c\u6d41\u6c34<\/span><br \/>\nbank <span class=\"token operator\">&#061;<\/span> pd<span class=\"token punctuation\">.<\/span>read_excel<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#034;C:\\\\RPA_Data\\\\\u5bf9\u8d26\\\\\u94f6\u884c\u6d41\u6c34_202606.xlsx&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061; 2. \u6570\u636e\u6807\u51c6\u5316 &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<\/span><\/p>\n<p><span class=\"token comment\"># \u7edf\u4e00\u65e5\u671f\u683c\u5f0f<\/span><br \/>\npdd<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;date&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> pd<span class=\"token punctuation\">.<\/span>to_datetime<span class=\"token punctuation\">(<\/span>pdd<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u7ed3\u7b97\u65e5\u671f&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\ntb<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;date&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> pd<span class=\"token punctuation\">.<\/span>to_datetime<span class=\"token punctuation\">(<\/span>tb<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u4ea4\u6613\u65f6\u95f4&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\ntemu<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;date&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> pd<span class=\"token punctuation\">.<\/span>to_datetime<span class=\"token punctuation\">(<\/span>temu<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;Settlement Date&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\nbank<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;date&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> pd<span class=\"token punctuation\">.<\/span>to_datetime<span class=\"token punctuation\">(<\/span>bank<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u4ea4\u6613\u65e5\u671f&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># TEMU\u6c47\u7387\u6362\u7b97&#xff08;\u4f7f\u7528\u5f53\u6708\u5e73\u5747\u6c47\u7387&#xff09;<\/span><br \/>\navg_rate <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">7.23<\/span>  <span class=\"token comment\"># \u5f53\u6708\u5e73\u5747\u6c47\u7387<\/span><br \/>\ntemu<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;amount_cny&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span>temu<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;Settlement Amount&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">*<\/span> avg_rate<span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u7edf\u4e00\u91d1\u989d\u5b57\u6bb5<\/span><br \/>\npdd<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;amount&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> pdd<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u5b9e\u9645\u7ed3\u7b97&#039;<\/span><span class=\"token punctuation\">]<\/span><br \/>\ntb<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;amount&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> tb<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u6536\u5165\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#8211;<\/span> tb<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u652f\u51fa\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">]<\/span>  <span class=\"token comment\"># \u51c0\u6536\u5165<\/span><br \/>\ntemu<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;amount&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> temu<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;amount_cny&#039;<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token comment\"># &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061; 3. \u9010\u7b14\u5339\u914d &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<\/span><\/p>\n<p>matched <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span>      <span class=\"token comment\"># \u5df2\u5339\u914d\u8bb0\u5f55<\/span><br \/>\nunmatched_bank <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span>  <span class=\"token comment\"># \u94f6\u884c\u6d41\u6c34\u672a\u5339\u914d<\/span><br \/>\nunmatched_platform <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span>  <span class=\"token comment\"># \u5e73\u53f0\u6570\u636e\u672a\u5339\u914d<\/span><\/p>\n<p><span class=\"token comment\"># \u5bb9\u5dee\u9608\u503c&#xff08;\u5143&#xff09;<\/span><br \/>\nAMOUNT_TOLERANCE <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0.05<\/span>  <span class=\"token comment\"># \u5141\u8bb85\u5206\u94b1\u7684\u5dee\u989d<\/span><br \/>\nDATE_TOLERANCE <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">2<\/span>       <span class=\"token comment\"># \u5141\u8bb8\u00b12\u5929\u7684\u65e5\u671f\u504f\u5dee<\/span><\/p>\n<p><span class=\"token keyword\">for<\/span> _<span class=\"token punctuation\">,<\/span> tx <span class=\"token keyword\">in<\/span> bank<span class=\"token punctuation\">.<\/span>iterrows<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    found <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">False<\/span><\/p>\n<p>    <span class=\"token comment\"># \u7b2c\u4e00\u8f6e&#xff1a;\u7cbe\u786e\u5339\u914d&#xff08;\u91d1\u989d\u5b8c\u5168\u76f8\u7b49&#043;\u65e5\u671f\u4e00\u81f4&#xff09;<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> platform_data <span class=\"token keyword\">in<\/span> <span class=\"token punctuation\">[<\/span>pdd<span class=\"token punctuation\">,<\/span> tb<span class=\"token punctuation\">,<\/span> temu<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">match<\/span> <span class=\"token operator\">&#061;<\/span> platform_data<span class=\"token punctuation\">[<\/span><br \/>\n            <span class=\"token punctuation\">(<\/span>platform_data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;amount&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;&#061;<\/span> tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u4ea4\u6613\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;<\/span><br \/>\n            <span class=\"token punctuation\">(<\/span><span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span>platform_data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;date&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#8211;<\/span> tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;date&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>days<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">]<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">match<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            matched<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#039;\u94f6\u884c\u65e5\u671f&#039;<\/span><span class=\"token punctuation\">:<\/span> tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;date&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#039;\u94f6\u884c\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">:<\/span> tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u4ea4\u6613\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#039;\u5e73\u53f0&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token keyword\">match<\/span><span class=\"token punctuation\">.<\/span>iloc<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u5e73\u53f0&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#039;\u5e73\u53f0\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token keyword\">match<\/span><span class=\"token punctuation\">.<\/span>iloc<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;amount&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#039;\u5339\u914d\u65b9\u5f0f&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;\u7cbe\u786e\u5339\u914d&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#039;\u5dee\u989d&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">0<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            found <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span><br \/>\n            <span class=\"token keyword\">break<\/span><\/p>\n<p>    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> found<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token comment\"># \u7b2c\u4e8c\u8f6e&#xff1a;\u6a21\u7cca\u5339\u914d&#xff08;\u91d1\u989d\u5dee\u2264\u5bb9\u5dee &#043; \u65e5\u671f\u5dee\u22642\u5929&#xff09;<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> platform_data <span class=\"token keyword\">in<\/span> <span class=\"token punctuation\">[<\/span>pdd<span class=\"token punctuation\">,<\/span> tb<span class=\"token punctuation\">,<\/span> temu<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">match<\/span> <span class=\"token operator\">&#061;<\/span> platform_data<span class=\"token punctuation\">[<\/span><br \/>\n                <span class=\"token punctuation\">(<\/span><span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span>platform_data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;amount&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#8211;<\/span> tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u4ea4\u6613\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&lt;&#061;<\/span> AMOUNT_TOLERANCE<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;<\/span><br \/>\n                <span class=\"token punctuation\">(<\/span><span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span>platform_data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;date&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#8211;<\/span> tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;date&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>days<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&lt;&#061;<\/span> DATE_TOLERANCE<span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">]<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">match<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                diff <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span>tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u4ea4\u6613\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#8211;<\/span> <span class=\"token keyword\">match<\/span><span class=\"token punctuation\">.<\/span>iloc<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;amount&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                matched<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#039;\u94f6\u884c\u65e5\u671f&#039;<\/span><span class=\"token punctuation\">:<\/span> tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;date&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#039;\u94f6\u884c\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">:<\/span> tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u4ea4\u6613\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#039;\u5e73\u53f0&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token keyword\">match<\/span><span class=\"token punctuation\">.<\/span>iloc<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u5e73\u53f0&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#039;\u5e73\u53f0\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token keyword\">match<\/span><span class=\"token punctuation\">.<\/span>iloc<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;amount&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#039;\u5339\u914d\u65b9\u5f0f&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#039;\u6a21\u7cca\u5339\u914d(\u65e5\u671f\u5dee<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">match<\/span><span class=\"token punctuation\">.<\/span>iloc<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;date&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token operator\">&#8211;<\/span>tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;date&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>days<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u5929)&#039;<\/span><\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#039;\u5dee\u989d&#039;<\/span><span class=\"token punctuation\">:<\/span> diff<br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                found <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span><br \/>\n                <span class=\"token keyword\">break<\/span><\/p>\n<p>    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> found<span class=\"token punctuation\">:<\/span><br \/>\n        unmatched_bank<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>tx<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u672a\u5339\u914d\u94f6\u884c\u6d41\u6c34: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;date&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> | <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u4ea4\u6613\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> | <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>tx<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u5bf9\u65b9\u6237\u540d&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\\\\n\u5bf9\u8d26\u5b8c\u6210!&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u7cbe\u786e\u5339\u914d: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">sum<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span> <span class=\"token keyword\">for<\/span> m <span class=\"token keyword\">in<\/span> matched <span class=\"token keyword\">if<\/span> m<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u5339\u914d\u65b9\u5f0f&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token string\">&#039;\u7cbe\u786e\u5339\u914d&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u7b14&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u6a21\u7cca\u5339\u914d: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">sum<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span> <span class=\"token keyword\">for<\/span> m <span class=\"token keyword\">in<\/span> matched <span class=\"token keyword\">if<\/span> <span class=\"token string\">&#039;\u6a21\u7cca&#039;<\/span> <span class=\"token keyword\">in<\/span> m<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u5339\u914d\u65b9\u5f0f&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u7b14&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u94f6\u884c\u672a\u5339\u914d: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>unmatched_bank<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u7b14&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u5e73\u53f0\u672a\u5339\u914d: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>unmatched_platform<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u7b14&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h3>\u5dee\u989d\u5206\u6790\u4e0e\u81ea\u52a8\u5206\u7c7b<\/h3>\n<p>\u5339\u914d\u540e\u8ba1\u7b97\u51fa\u5dee\u989d&#xff0c;\u81ea\u52a8\u5206\u6790\u539f\u56e0&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260729062438-6a699ca6a119b.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><span class=\"token comment\"># \u5dee\u989d\u539f\u56e0\u81ea\u52a8\u5206\u6790<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">analyze_difference<\/span><span class=\"token punctuation\">(<\/span>diff<span class=\"token punctuation\">,<\/span> platform_type<span class=\"token punctuation\">,<\/span> tx_desc<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6839\u636e\u5dee\u989d\u5927\u5c0f\u548c\u4ea4\u6613\u7c7b\u578b\u5206\u6790\u539f\u56e0&#034;&#034;&#034;<\/span><\/p>\n<p>    <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span>diff<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0.01<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\u65e0\u5dee\u5f02&#034;<\/span><\/p>\n<p>    <span class=\"token comment\"># \u62fc\u591a\u591a\u5e38\u89c1\u5dee\u989d\u539f\u56e0<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> platform_type <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#039;\u62fc\u591a\u591a&#039;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> diff <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span> <span class=\"token keyword\">and<\/span> diff <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0.5<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\u53ef\u80fd\u539f\u56e0: \u82b1\u5457\u5206\u671f\u624b\u7eed\u8d39&#034;<\/span>  <span class=\"token comment\"># \u82b1\u5457\u5206\u671f\u8d39\u7528\u901a\u5e38\u51e0\u6bdb\u94b1<\/span><br \/>\n        <span class=\"token keyword\">elif<\/span> <span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span>diff <span class=\"token operator\">&#8211;<\/span> <span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span>tx_amount <span class=\"token operator\">*<\/span> <span class=\"token number\">0.006<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0.01<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\u53ef\u80fd\u539f\u56e0: \u4fe1\u7528\u5361\u652f\u4ed8\u624b\u7eed\u8d39(0.6%)&#034;<\/span><\/p>\n<p>    <span class=\"token comment\"># TEMU\u5e38\u89c1\u5dee\u989d\u539f\u56e0<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> platform_type <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#039;TEMU&#039;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span>diff<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&lt;<\/span> <span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span>tx_amount <span class=\"token operator\">*<\/span> <span class=\"token number\">0.02<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\u53ef\u80fd\u539f\u56e0: \u6c47\u7387\u6ce2\u52a8&#xff08;\u4f7f\u7528\u5f53\u6708\u5747\u4ef7&#xff0c;\u4e0e\u5b9e\u9645\u7ed3\u7b97\u6c47\u7387\u6709\u504f\u5dee&#xff09;&#034;<\/span><\/p>\n<p>    <span class=\"token comment\"># \u901a\u7528\u5dee\u989d\u539f\u56e0<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span>diff<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0.10<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\u53ef\u80fd\u539f\u56e0: \u94f6\u884c\u624b\u7eed\u8d39\/\u56db\u820d\u4e94\u5165\u5dee\u5f02&#034;<\/span><br \/>\n    <span class=\"token keyword\">elif<\/span> diff <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\u53ef\u80fd\u539f\u56e0: \u5e73\u53f0\u6263\u8d39&#xff08;\u5e7f\u544a\u8d39\/\u6280\u672f\u670d\u52a1\u8d39\u6263\u9664\u3001\u9000\u6b3e\u7b49&#xff09;&#034;<\/span><br \/>\n    <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\u53ef\u80fd\u539f\u56e0: \u56de\u6b3e&#xff08;\u8de8\u6708\u7ed3\u7b97\/\u591a\u7b14\u5408\u5e76\u6253\u6b3e&#xff09;&#034;<\/span><\/p>\n<h3>\u5e93\u5b58\u76d1\u63a7\u81ea\u52a8\u5316<\/h3>\n<p>\u5bf9\u8d26\u4e4b\u5916&#xff0c;\u5e93\u5b58\u76d1\u63a7\u662f\u5e97\u7fa4\u7ba1\u7406\u7684\u53e6\u4e00\u4e2a\u521a\u9700\u3002\u5546\u54c1\u65ad\u8d27\u4e86\u624d\u53bb\u8865\u8d27&#xff0c;\u4e2d\u95f4\u51e0\u5929\u7684\u9500\u91cf\u76f4\u63a5\u6ca1\u4e86\u3002<\/p>\n<h4>\u5e93\u5b58\u9884\u8b66\u903b\u8f91<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260729062438-6a699ca6e3223.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><span class=\"token comment\"># \u5e93\u5b58\u9884\u8b66\u8ba1\u7b97<\/span><br \/>\n<span class=\"token keyword\">import<\/span> pandas <span class=\"token keyword\">as<\/span> pd<\/p>\n<p><span class=\"token comment\"># \u8bfb\u53d6\u5404\u5e97\u94fa\u5e93\u5b58\u6570\u636e<\/span><br \/>\ninventory <span class=\"token operator\">&#061;<\/span> pd<span class=\"token punctuation\">.<\/span>read_excel<span class=\"token punctuation\">(<\/span><span class=\"token string\">r&#034;C:\\\\RPA_Data\\\\\u5e93\u5b58\u6c47\u603b.xlsx&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u8ba1\u7b97\u8fd17\u5929\u65e5\u5747\u9500\u91cf<\/span><br \/>\ndaily_avg <span class=\"token operator\">&#061;<\/span> inventory<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u8fd17\u5929\u9500\u91cf&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">\/<\/span> <span class=\"token number\">7<\/span><\/p>\n<p><span class=\"token comment\"># \u9884\u4f30\u53ef\u552e\u5929\u6570<\/span><br \/>\ninventory<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u53ef\u552e\u5929\u6570&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span>inventory<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u5f53\u524d\u5e93\u5b58&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">\/<\/span> daily_avg<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u5e93\u5b58\u9884\u8b66\u5206\u7c7b<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">classify_stock<\/span><span class=\"token punctuation\">(<\/span>days<span class=\"token punctuation\">,<\/span> is_hot_product<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> days <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">3<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#x1f534; \u7d27\u6025\u8865\u8d27&#034;<\/span><br \/>\n    <span class=\"token keyword\">elif<\/span> days <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">7<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#x1f7e1; \u9700\u8981\u8865\u8d27&#034;<\/span><br \/>\n    <span class=\"token keyword\">elif<\/span> days <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">14<\/span> <span class=\"token keyword\">and<\/span> is_hot_product<span class=\"token punctuation\">:<\/span><\/p>\n<p><span class=\"token punctuation\">[<\/span>video<span class=\"token punctuation\">(<\/span>video<span class=\"token operator\">&#8211;<\/span>CuDijZhF<span class=\"token operator\">&#8211;<\/span><span class=\"token number\">1785259125460<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">(<\/span><span class=\"token builtin\">type<\/span><span class=\"token operator\">&#8211;<\/span>csdn<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">(<\/span>url<span class=\"token operator\">&#8211;<\/span>https<span class=\"token punctuation\">:<\/span><span class=\"token operator\">\/\/<\/span>live<span class=\"token punctuation\">.<\/span>csdn<span class=\"token punctuation\">.<\/span>net<span class=\"token operator\">\/<\/span>v<span class=\"token operator\">\/<\/span>embed<span class=\"token operator\">\/<\/span><span class=\"token number\">524993<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">(<\/span>image<span class=\"token operator\">&#8211;<\/span>https<span class=\"token punctuation\">:<\/span><span class=\"token operator\">\/\/<\/span>v<span class=\"token operator\">&#8211;<\/span>blog<span class=\"token punctuation\">.<\/span>csdnimg<span class=\"token punctuation\">.<\/span>cn<span class=\"token operator\">\/<\/span>asset<span class=\"token operator\">\/<\/span>a547123d88ad712dccba346c9217e237<span class=\"token operator\">\/<\/span>cover<span class=\"token operator\">\/<\/span>Cover0<span class=\"token punctuation\">.<\/span>jpg<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">(<\/span>title<span class=\"token operator\">&#8211;<\/span>TEMU\u5e97\u7fa4\u5982\u4f55\u7ba1\u7406\u8fd0\u8425&#xff1f;<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#x1f7e0; \u70ed\u9500\u54c1\u5efa\u8bae\u5907\u8d27&#034;<\/span><br \/>\n    <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#x1f7e2; \u5e93\u5b58\u5145\u8db3&#034;<\/span><\/p>\n<p>inventory<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u9884\u8b66\u72b6\u6001&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> inventory<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">apply<\/span><span class=\"token punctuation\">(<\/span><br \/>\n    <span class=\"token keyword\">lambda<\/span> row<span class=\"token punctuation\">:<\/span> classify_stock<span class=\"token punctuation\">(<\/span>row<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u53ef\u552e\u5929\u6570&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> row<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u662f\u5426\u70ed\u9500&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    axis<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u7b5b\u9009\u51fa\u9700\u8981\u8865\u8d27\u7684\u5546\u54c1<\/span><br \/>\nneed_replenish <span class=\"token operator\">&#061;<\/span> inventory<span class=\"token punctuation\">[<\/span>inventory<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u53ef\u552e\u5929\u6570&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&lt;&#061;<\/span> <span class=\"token number\">7<\/span><span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u9700\u8981\u8865\u8d27\u7684\u5546\u54c1\u5171 <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>need_replenish<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u4e2a:&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>need_replenish<span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u5e97\u94fa&#039;<\/span><span class=\"token punctuation\">,<\/span><span class=\"token string\">&#039;\u5546\u54c1\u540d\u79f0&#039;<\/span><span class=\"token punctuation\">,<\/span><span class=\"token string\">&#039;\u5f53\u524d\u5e93\u5b58&#039;<\/span><span class=\"token punctuation\">,<\/span><span class=\"token string\">&#039;\u53ef\u552e\u5929\u6570&#039;<\/span><span class=\"token punctuation\">,<\/span><span class=\"token string\">&#039;\u9884\u8b66\u72b6\u6001&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u8f93\u51fa\u5230\u98de\u4e66\u63a8\u9001<\/span><br \/>\nflow<span class=\"token punctuation\">.<\/span>set_variable<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;replenish_list&#034;<\/span><span class=\"token punctuation\">,<\/span> need_replenish<span class=\"token punctuation\">.<\/span>to_json<span class=\"token punctuation\">(<\/span>force_ascii<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>\u5e93\u5b58\u6570\u636e\u91c7\u96c6<\/h4>\n<p>\u5f71\u5200RPA\u6bcf\u5929\u5b9a\u65f6\u91c7\u96c6\u5404\u5e73\u53f0\u5e93\u5b58\u6570\u636e&#xff1a;<\/p>\n<p>[\u5b50\u6d41\u7a0b] \u5e93\u5b58\u6570\u636e\u91c7\u96c6<br \/>\n\u251c\u2500\u2500 [\u5faa\u73af] \u904d\u5386\u6240\u6709\u5e97\u94fa<br \/>\n\u2502   \u251c\u2500\u2500 [\u6253\u5f00\u7f51\u9875] \u2192 \u5e97\u94fa\u540e\u53f0\u5546\u54c1\u7ba1\u7406\u9875<br \/>\n\u2502   \u251c\u2500\u2500 [\u7b49\u5f85\u7f51\u9875\u5143\u7d20\u51fa\u73b0] \u2192 \u5546\u54c1\u5217\u8868\u52a0\u8f7d\u5b8c\u6210<br \/>\n\u2502   \u251c\u2500\u2500 [\u7ffb\u9875\u5faa\u73af] \u2192 \u9010\u9875\u91c7\u96c6<br \/>\n\u2502   \u2502   \u251c\u2500\u2500 [\u83b7\u53d6\u7f51\u9875\u5143\u7d20\u6587\u672c] \u2192 \u5546\u54c1\u540d\u79f0\/SKU\/\u5e93\u5b58<br \/>\n![\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0](https:\/\/i-blog.csdnimg.cn\/direct\/9b3a79ea27ed41a0af4d546bdd0523c2.png#pic_center)<\/p>\n<p>\u2502   \u2502   \u2514\u2500\u2500 [\u5199\u5165\u4e34\u65f6\u53d8\u91cf]<br \/>\n\u2502   \u251c\u2500\u2500 [\u6570\u636e\u5904\u7406] \u2192 \u5408\u5e76\u672c\u5e97\u94fa\u6240\u6709\u5546\u54c1\u6570\u636e<br \/>\n\u2502   \u2514\u2500\u2500 [\u5173\u95ed\u7f51\u9875]<br \/>\n\u2514\u2500\u2500 [Python\u811a\u672c] \u2192 \u5199\u5165MySQL\u5e93\u5b58\u8868 &#043; \u98de\u4e66Base\u5e93\u5b58\u770b\u677f<\/p>\n<h3>\u5b8c\u6574\u7684\u65e5\u5ea6\u5bf9\u8d26\u6d41\u7a0b\u7f16\u6392<\/h3>\n<p>\u628a\u91c7\u96c6\u3001\u5bf9\u8d26\u3001\u5e93\u5b58\u6574\u5408\u4e3a\u4e00\u4e2a\u65e5\u5ea6\u81ea\u52a8\u5316\u6d41\u7a0b&#xff1a;<\/p>\n<p>[\u5b9a\u65f6\u89e6\u53d1] \u6bcf\u5929\u51cc\u66682:00&#xff08;\u907f\u5f00\u5e73\u53f0\u7ed3\u7b97\u65f6\u6bb5&#xff09;<\/p>\n<p>\u9636\u6bb5\u4e00&#xff1a;\u6570\u636e\u91c7\u96c6&#xff08;\u5e76\u884c3\u4e2a\u7ebf\u7a0b&#xff09;<br \/>\n\u251c\u2500\u2500 \u7ebf\u7a0b1: \u62fc\u591a\u591a\u7ed3\u7b97&#043;\u5e93\u5b58 \u2192 \u9884\u8ba115\u5206\u949f<br \/>\n\u251c\u2500\u2500 \u7ebf\u7a0b2: \u6dd8\u5b9d\u7ed3\u7b97&#043;\u5e93\u5b58 \u2192 \u9884\u8ba112\u5206\u949f<br \/>\n\u2514\u2500\u2500 \u7ebf\u7a0b3: TEMU\u7ed3\u7b97&#043;\u5e93\u5b58 \u2192 \u9884\u8ba118\u5206\u949f<\/p>\n<p>\u9636\u6bb5\u4e8c&#xff1a;\u6570\u636e\u6e05\u6d17&#043;\u5bf9\u8d26&#xff08;\u4e32\u884c&#xff09;<br \/>\n\u251c\u2500\u2500 [Python\u811a\u672c] \u2192 \u6807\u51c6\u5316\u6240\u6709\u5e73\u53f0\u6570\u636e<br \/>\n\u251c\u2500\u2500 [Python\u811a\u672c] \u2192 \u6267\u884c\u5bf9\u8d26\u5f15\u64ce<br \/>\n\u251c\u2500\u2500 [Python\u811a\u672c] \u2192 \u5dee\u989d\u5206\u6790\u4e0e\u5206\u7c7b<br \/>\n\u2514\u2500\u2500 [Python\u811a\u672c] \u2192 \u5e93\u5b58\u9884\u8b66\u8ba1\u7b97<\/p>\n<p>\u9636\u6bb5\u4e09&#xff1a;\u8f93\u51fa&#043;\u63a8\u9001<br \/>\n\u251c\u2500\u2500 [\u5199\u5165Excel] \u2192 \u751f\u6210\u5bf9\u8d26\u62a5\u544a.xlsx<br \/>\n\u251c\u2500\u2500 [\u5199\u5165\u98de\u4e66Base] \u2192 \u5bf9\u8d26\u7ed3\u679c&#043;\u5e93\u5b58\u9884\u8b66<br \/>\n\u251c\u2500\u2500 [\u98de\u4e66\u6d88\u606f\u63a8\u9001] \u2192 \u5f02\u5e38\u6761\u76ee&#043;\u8865\u8d27\u6e05\u5355<br \/>\n\u2514\u2500\u2500 [\u5199\u5165MySQL] \u2192 \u5f52\u6863\u5bf9\u8d26\u6570\u636e<\/p>\n<h3>\u5e38\u89c1\u95ee\u9898\/\u6613\u9519\u901f\u67e5<\/h3>\n<table>\n<tr>\u95ee\u9898\u539f\u56e0\u89e3\u51b3<\/tr>\n<tbody>\n<tr>\n<td>\u5bf9\u8d26\u7ed3\u679c\u603b\u6709\u51e0\u5206\u94b1\u5dee\u5f02<\/td>\n<td>\u94f6\u884c\u56db\u820d\u4e94\u5165\u4e0e\u5e73\u53f0\u8ba1\u7b97\u65b9\u5f0f\u4e0d\u540c<\/td>\n<td>\u8bbe\u5bb9\u5dee\u9608\u503c0.05\u5143&#xff0c;\u2264\u5bb9\u5dee\u4e0d\u89c6\u4e3a\u5f02\u5e38<\/td>\n<\/tr>\n<tr>\n<td>TEMU\u6c47\u7387\u6ce2\u52a8\u5bfc\u81f4\u5927\u989d\u5dee\u989d<\/td>\n<td>\u7ed3\u7b97\u6c47\u7387\u6bcf\u5929\u90fd\u5728\u53d8<\/td>\n<td>\u6539\u7528\u6bcf\u65e5\u5b9e\u9645\u6c47\u7387&#xff08;\u8c03\u7528\u6c47\u7387API&#xff09;&#xff0c;\u800c\u975e\u6708\u5747\u4ef7<\/td>\n<\/tr>\n<tr>\n<td>\u591a\u7b14\u5c0f\u8ba2\u5355\u5408\u5e76\u4e3a\u4e00\u7b14\u6253\u6b3e<\/td>\n<td>\u94f6\u884c\/\u652f\u4ed8\u5e73\u53f0\u5408\u5e76\u7ed3\u7b97<\/td>\n<td>\u589e\u52a0\u300c\u591a\u7b14\u8ba2\u5355\u2192\u5355\u7b14\u6d41\u6c34\u300d\u7684\u53cd\u5411\u5339\u914d\u903b\u8f91<\/td>\n<\/tr>\n<tr>\n<td><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260729062439-6a699ca75ef1f.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>| \u5e93\u5b58\u6570\u636e\u91c7\u96c6\u4e0d\u5168 | \u5355\u4e2a\u9875\u9762\u7684\u5546\u54c1\u6570\u88ab\u9650\u5236 | \u786e\u8ba4\u7ffb\u9875\u903b\u8f91\u6b63\u786e&#xff0c;\u68c0\u67e5\u662f\u5426\u6709\u5206\u9875\u53c2\u6570\u6f0f\u9875 | | \u5bf9\u8d26\u62a5\u544a\u6587\u4ef6\u8d8a\u6765\u8d8a\u5927 | \u672a\u6e05\u7406\u5386\u53f2\u6570\u636e | \u8bbe\u5b9a\u4fdd\u7559\u5468\u671f&#xff08;\u598290\u5929&#xff09;&#xff0c;\u8d85\u671f\u6570\u636e\u5f52\u6863\u5230MySQL |<\/p>\n<h3>\u63a8\u8350\u8d44\u6e90<\/h3>\n<ul>\n<li>\u5f71\u5200RPA\u300c\u5b50\u6d41\u7a0b\u300d\u548c\u300c\u53d8\u91cf\u4f5c\u7528\u57df\u300d\u7684\u5b98\u65b9\u6587\u6863\u2014\u2014\u590d\u6742\u6d41\u7a0b\u62c6\u5206\u7684\u57fa\u7840<\/li>\n<li>Pandas merge \u548c concat \u6587\u6863\u2014\u2014\u5bf9\u8d26\u5339\u914d\u7684\u6838\u5fc3\u7b97\u6cd5\u90fd\u9760\u8fd9\u4e24\u4e2a\u51fd\u6570<\/li>\n<li>\u98de\u4e66Base\u4eea\u8868\u76d8\u7684\u300c\u516c\u5f0f\u300d\u548c\u300c\u67e5\u627e\u5f15\u7528\u300d\u5b57\u6bb5\u2014\u2014\u5e93\u5b58\u770b\u677f\u7684\u6570\u636e\u6e90\u914d\u7f6e<\/li>\n<\/ul>\n<hr \/>\n<p>#\u5f71\u5200RPA #RPA\u81ea\u52a8\u5316 #\u5e97\u7fa4\u8fd0\u8425 #\u6570\u636e\u5bf9\u8d26 #\u5e93\u5b58\u76d1\u63a7 #\u7efc\u5408\u5b9e\u6218 #\u7535\u5546\u6570\u636e #\u98de\u4e66<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260729062439-6a699ca7c9a85.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u4f5c\u8005&#xff1a;\u6797\u7131<\/p>\n<p>\u672c\u6587\u4e3a\u300a\u5f71\u5200RPA\u5b66\u4e60\u624b\u518c\u300b\u7cfb\u5217\u6587\u7ae0\u4e4b\u4e00&#xff0c;\u5185\u5bb9\u6e90\u4e8e\u5b9e\u64cd\u7ecf\u9a8c\u7684\u6574\u7406\u4e0e\u5206\u4eab\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f71\u5200RPA\u5b9e\u64cd\u6307\u5357&#xff1a;\u7535\u5546\u5e97\u7fa4\u6570\u636e\u5bf9\u8d26\u4e0e\u5e93\u5b58\u76d1\u63a7\u81ea\u52a8\u5316\u7cfb\u7edf<br \/>\n\u5e97\u7fa4\u8fd0\u8425\u523010\u4e2a\u5e97\u94fa\u4ee5\u4e0a&#xff0c;\u6700\u75db\u82e6\u7684\u4e8b\u4e0d\u662f\u8fd0\u8425&#xff0c;\u800c\u662f\u5bf9\u8d26\u2014\u2014\u62fc\u591a\u591a\u7ed3\u7b97\u5355\u548c\u94f6\u884c\u6d41\u6c34\u5bf9\u4e0d\u4e0a\u3001\u6dd8\u5b9d\u652f\u4ed8\u5b9d\u8d26\u5355\u5dee\u51e0\u5757\u94b1\u3001TEMU\u7684\u7f8e\u5143\u7ed3\u7b97\u6c47\u7387\u6bcf\u6b21\u90fd\u4e0d\u4e00\u6837\u3002\u6708\u5e95\u624b\u5de5\u5bf9\u8d26\u80fd\u628a\u4eba\u903c\u75af&#xff0c;\u4e00\u7b14\u4e00\u7b14\u6838\u5bf9&#xff0c;\u7a0d\u6709\u758f\u5ffd\u5c31\u662f\u51e0\u767e\u5757\u7684\u5dee\u989d\u3002<br \/>\n\u81ea\u52a8\u5316\u5bf9\u8d26\u7cfb\u7edf\u662f\u5e97\u7fa4RPA\u7684\u5929\u82b1\u677f\u573a\u666f\u2014\u2014\u6570\u636e\u6e90\u591a\u3001\u903b\u8f91\u590d\u6742\u3001\u5bb9\u9519\u7387\u8981\u6c42\u6781\u9ad8\u3002 \u8fd9\u5957\u7cfb\u7edf\u6211\u8fed\u4ee3\u4e86\u4e09\u4e2a\u7248\u672c\u3002\u7b2c\u4e00\u7248\u53ea\u5bf9\u603b\u989d&amp;#xff0c<\/p>\n","protected":false},"author":2,"featured_media":86952,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[9126,7558,9823,6818,9822,9824],"topic":[],"class_list":["post-86959","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-9126","tag-ai","tag-rpa","tag-6818","tag-9822","tag-9824"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5f71\u5200RPA\u5b9e\u64cd\u6307\u5357\uff1a\u7535\u5546\u5e97\u7fa4\u6570\u636e\u5bf9\u8d26\u4e0e\u5e93\u5b58\u76d1\u63a7\u81ea\u52a8\u5316\u7cfb\u7edf - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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