{"id":3090,"date":"2025-06-02T00:00:13","date_gmt":"2025-06-01T16:00:13","guid":{"rendered":"https:\/\/www.wunen.com\/index.php\/2025\/06\/02\/python%e8%87%aa%e5%8a%a8%e5%8c%96%e5%8a%9e%e5%85%ac%e5%85%a5%e9%97%a8%e4%b9%a6%e7%b1%8d-%e7%94%a8python%e8%bf%9b%e8%a1%8c%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%83%bd%e9%9c%80%e8%a6%81\/"},"modified":"2025-06-02T00:00:13","modified_gmt":"2025-06-01T16:00:13","slug":"python%e8%87%aa%e5%8a%a8%e5%8c%96%e5%8a%9e%e5%85%ac%e5%85%a5%e9%97%a8%e4%b9%a6%e7%b1%8d-%e7%94%a8python%e8%bf%9b%e8%a1%8c%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%83%bd%e9%9c%80%e8%a6%81","status":"publish","type":"post","link":"http:\/\/www.wunen.com\/index.php\/2025\/06\/02\/python%e8%87%aa%e5%8a%a8%e5%8c%96%e5%8a%9e%e5%85%ac%e5%85%a5%e9%97%a8%e4%b9%a6%e7%b1%8d-%e7%94%a8python%e8%bf%9b%e8%a1%8c%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%83%bd%e9%9c%80%e8%a6%81\/","title":{"rendered":"python\u81ea\u52a8\u5316\u529e\u516c\u5165\u95e8\u4e66\u7c4d-\u7528python\u8fdb\u884c\u529e\u516c\u81ea\u52a8\u5316\u90fd\u9700\u8981\u5b66\u4e60\u4ec0\u4e48\u77e5\u8bc6\u5462\uff1f"},"content":{"rendered":"<div class=\"article_content clearfix\" id=\"article_content\">\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/kdoc_html_views-1a98987dfd.css\" rel=\"stylesheet\"\/>\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/ck_htmledit_views-704d5b9767.css\" rel=\"stylesheet\"\/>\n<div class=\"htmledit_views atom-one-dark\" id=\"content_views\">\n<p>\n   \u81ea\u52a8\u5316\u529e\u516c\u65e0\u975e\u662fexcel\u3001ppt\u3001word\u3001\u90ae\u4ef6\u3001\u6587\u4ef6\u5904\u7406\u3001\u6570\u636e\u5206\u6790\u5904\u7406\u3001\u722c\u866b\u8fd9\u4e9b\u3002\u6211\u6765\u4e00\u4e00\u4ecb\u7ecd\u5982\u4f55\u5b66\u4e60\uff0c\u627e\u8d44\u6599\uff01\n  <\/p>\n<p>\n   \u6700\u8fd1\u505a\u4e86\u4e2aPython\u529e\u516c\u81ea\u52a8\u5316\u7684Live\u8bb2\u5ea7\uff0c\u4e0d\u8981\u8138\u7684\u63a8\u4e00\u6ce2~\n  <\/p>\n<p>\n   python\u57fa\u7840\n  <\/p>\n<p>\n   \u80fd\u505a\u8fd9\u4e9b\u7684\u524d\u63d0\u662f\u4f1a\u4f7f\u7528Python\uff0c\u6700\u8d77\u7801\u8981\u719f\u6089\u57fa\u672c\u8bed\u6cd5\uff0c\u53ef\u4ee5\u7f16\u5199\u5c0f\u811a\u672c\u3002\n  <\/p>\n<p>\n   \u5bf9\u4e8epython\u8bed\u6cd5\u7684\u8981\u6c42\uff0c\u4f60\u53ef\u4ee5\u5bf9\u7167Python\u57fa\u7840 \u7684\u90e8\u5206\u67e5\u770b\u9700\u8981\u5b66\u90a3\u4e9b\uff0c\u627e\u4e2a\u514d\u8d39\u89c6\u9891\u6559\u7a0b\u8ddf\u7740\u5b66\uff0c\u7136\u540e\u591a\u6572\u4ee3\u7801\u7ec3\u4e60\u3002\u5982\u679c\u559c\u6b22\u770b\u4e66\u7684\u8bdd\uff0c\u53ef\u4ee5\u4e70\u672cpython\u5165\u95e8\u4e66\u5907\u67e5\u3002\n  <\/p>\n<p>\n   \u8bed\u6cd5\u662f\u5173\u952e\uff0c\u4e00\u5b9a\u8981\u7406\u89e3python\u7f16\u7a0b\u7684\u57fa\u672c\u6982\u5ff5\uff0c\u518d\u53bb\u5b66\u5176\u4ed6\u7684\u5de5\u5177\u5e93\u3002\n  <\/p>\n<p>\n   \u4e0d\u7136\u4f1a\u5f88\u75db\u82e6\u7684\u3002\n  <\/p>\n<p>\n   excel\u81ea\u52a8\u5316\n  <\/p>\n<p>\n   office\u5bb6\u65cf\u5176\u5b9e\u90fd\u53ef\u4ee5\u7528VBA\u89e3\u51b3\u81ea\u52a8\u5316\u7684\u95ee\u9898\uff0c\u4f46\u53ef\u80fd\u5f88\u591a\u4eba\u4e0d\u4f1a\u7528\u3002\n  <\/p>\n<p>\n   python\u9488\u5bf9excel\u6709\u5f88\u591a\u7684\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u7528\uff0c\u6bd4\u5982xlwings\u3001xlsxwriter\u3001xlrd\u3001xlwt\u3001pandas\u3001xlsxwriter\u3001win32com\u3001xlutils\u7b49\u7b49\u3002\n  <\/p>\n<p>\n   \u8fd9\u4e9b\u5e93\u53ef\u4ee5\u5f88\u65b9\u4fbf\u5730\u5b9e\u73b0\u5bf9excel\u6587\u4ef6\u7684\u589e\u5220\u6539\u5199\u3001\u683c\u5f0f\u4fee\u6539\u7b49\uff0c\u5f53\u7136\u5e76\u4e0d\u63a8\u8350\u4f60\u5168\u90e8\u90fd\u53bb\u5c1d\u8bd5\u4e00\u4e0b\uff0c\u8fd9\u6837\u65f6\u95f4\u6210\u672c\u592a\u5927\u4e86\u3002\u4f7f\u7528xlwings\u548cpandas\u8fd9\u4e24\u4e2a\u5c31\u591f\u4e86\uff0c\u57fa\u672c\u80fd\u89e3\u51b3excel\u81ea\u52a8\u5316\u7684\u6240\u6709\u95ee\u9898\u3002\n  <\/p>\n<p>\n   xlwing\u4e0d\u5149\u53ef\u4ee5\u8bfb\u5199excel\uff0c\u8fd8\u80fd\u8fdb\u884c\u683c\u5f0f\u8c03\u6574\u3001VBA\u64cd\u4f5c\uff0c\u975e\u5e38\u5f3a\u5927\u4e14\u6613\u4e8e\u4f7f\u7528\u3002\n  <\/p>\n<p>\n   \u4e4b\u524d\u5199\u8fc7\u4e00\u4e2axlwings\u7684\u5165\u95e8\u6559\u7a0b\uff1a\u6731\u536b\u519b\uff1axlwings\uff0c\u8ba9excel\u98de\u8d77\u6765\uff01\u200bzhuanlan.zhihu.com\n  <\/p>\n<p>\n   \u4f60\u4e5f\u53ef\u4ee5\u67e5\u8be2\u5177\u4f53\u7528\u6cd5\uff08\u4e2d\u6587\u603b\u7ed3\uff09\uff1a\n  <\/p>\n<p>\n   \u5f53\u7136\u6700\u597d\u662f\u770b\u5b98\u7f51\u6559\u7a0b\uff1a \/&gt;xlwings\u5904\u7406excel\n  <\/p>\n<p>\n   pandas\u662f\u5927\u5bb6\u90fd\u719f\u6089\u7684\u6570\u636e\u5904\u7406\u5229\u5668\uff0c\u5b83\u4e5f\u652f\u6301excel\u7684\u8bfb\u5199\uff0c\u63a5\u53e3\u53cb\u597d\u3002\u8fd9\u4e2a\u540e\u9762\u4f1a\u8bb2\u5230\u3002\n  <\/p>\n<p>\n   \u5982\u679c\u4f60\u5bf9python\u81ea\u52a8\u5316\u5904\u7406excel\u5f88\u6709\u5174\u8da3\uff0c\u4e5f\u53ef\u4ee5\u4e70\u4e00\u672c\u4e13\u95e8\u7684\u6559\u6750\u6765\u770b\u3002\n  <\/p>\n<p>\n   ppt\n  <\/p>\n<p>\n   python\u5f53\u7136\u662f\u652f\u6301ppt\u7684\u81ea\u52a8\u5316\u5904\u7406\uff0c\u4e3b\u8981\u7684\u5e93\u6709pywin32com\u3001pptx\uff0c\u53ef\u4ee5\u521b\u5efa\u3001\u4fee\u6539ppt\u6587\u4ef6\u3002\n  <\/p>\n<p>\n   \u5b66\u4e60\u7f51\u7ad9\uff1a \/&gt;\n  <\/p>\n<p>\n   word\n  <\/p>\n<p>\n   python\u64cd\u4f5cWord\u7684\u5e93\uff1apython-docx\u3001import docx\uff1a\u53ea\u5bf9windows\u5e73\u53f0\u6709\u6548\n  <\/p>\n<p>\n   pypiwin32\u3001import win32com\uff1a\u8de8\u5e73\u53f0\uff0c\u4f46\u65e0\u6cd5\u5904\u7406doc\u683c\u5f0f\u7684word\u6587\u672c\uff0cdoc\u683c\u5f0f\u4e0d\u662f\u57fa\u4e8exml\u7684\n  <\/p>\n<p>\n   textract\u3001import textract\uff1a\u5b83\u540c\u65f6\u517c\u987e&#8221;doc\u201d\u548c&#8221;docx\u201d\uff0c\u4f46\u5b89\u88c5\u8fc7\u7a0b\u9700\u8981\u4e00\u4e9b\u4f9d\u8d56\u3002\n  <\/p>\n<p>\n   \u4f60\u53ef\u4ee5\u6279\u91cf\u7684\u7528python\u751f\u6210word\u6587\u4ef6\uff0c\u63a8\u8350\u4f7f\u7528docx\uff0c\u4e0d\u9700\u8981\u4f1a\u592a\u591a\u3002\n  <\/p>\n<p>\n   \u5b66\u4e60\u7f51\u7ad9\uff1a\n  <\/p>\n<p>\n   \u90ae\u4ef6\n  <\/p>\n<p>\n   python\u5904\u7406\u90ae\u4ef6\u4e5f\u662f\u6781\u5176\u4fbf\u5229\u7684\uff0csmtplib\u3001imaplib\u3001email\u4e09\u4e2a\u5e93\u914d\u5408\u4f7f\u7528\uff0c\u5b9e\u73b0\u90ae\u4ef6\u7f16\u5199\u3001\u53d1\u9001\u3001\u63a5\u6536\u3001\u8bfb\u53d6\u7b49\u4e00\u7cfb\u5217\u81ea\u52a8\u5316\u64cd\u4f5c\uff0c\u7701\u65f6\u7701\u529b\u3002\n  <\/p>\n<p>\n   \u5199\u8fc7\u4e00\u4e2a\u53d1\u9001\u90ae\u4ef6\u6559\u7a0b\uff0c\u4eb2\u6d4b\u53ef\u7528\uff1a\u6731\u536b\u519b\uff1a\u5e72\u8d27 | \u89e3\u653e\u53cc\u624b,\u7528Python\u5b9e\u73b0\u81ea\u52a8\u53d1\u9001\u90ae\u4ef6\u200bzhuanlan.zhihu.com\n  <\/p>\n<p>\n   \u770b\u4e86\u5176\u4ed6\u5f88\u591a\u6559\u7a0b\u90fd\u6709\u95ee\u9898\uff0c\u6240\u4ee5\u8fd9\u4e2a\u5927\u5bb6\u53ef\u4ee5\u8dd1\u8dd1\u4e0a\u9762\u7684\u4ee3\u7801\u3002\n  <\/p>\n<p>\n   \u6587\u4ef6\u5904\u7406\n  <\/p>\n<p>\n   \u6587\u4ef6\u5904\u7406\u5305\u62ec\u6279\u91cf\u4fee\u6539\u6216\u521b\u5efa\u6587\u4ef6\u540d\u3001\u6279\u91cf\u751f\u6210\u6587\u6863\u3001\u6279\u91cf\u4fee\u6539\u8def\u5f84\u7b49\u7b49\u91cd\u590d\u6027\u64cd\u4f5c\u3002\u5982\u679c\u4e00\u4e2a\u4e2a\u624b\u5de5\u64cd\u4f5c\uff0c\u90a3\u771f\u7684\u5fc3\u7d2f\u3002\n  <\/p>\n<p>\n   python\u5728\u5904\u7406\u6279\u91cf\u64cd\u4f5c\u6709\u5f97\u5929\u72ec\u539a\u7684\u4f18\u52bf\uff0c\u6210\u5343\u4e0a\u4e07\u7684\u6587\u4ef6\u4fee\u6539\u53ef\u80fd\u53ea\u9700\u51e0\u79d2\u7684\u65f6\u95f4\u3002\n  <\/p>\n<p>\n   os\u662fpython\u6587\u4ef6\u64cd\u4f5c\u7684\u5e93\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u7535\u8111\u4e0a\u6587\u4ef6\u7684\u589e\u5220\u6539\u67e5\u3002\n  <\/p>\n<p>\n   \u5b66\u4e60\u7f51\u7ad9\uff1a \/&gt;\n  <\/p>\n<p>\n   \u6570\u636e\u5904\u7406\u548c\u5206\u6790\n  <\/p>\n<p>\n   \u6211\u5c31\u662f\u505a\u6570\u636e\u5206\u6790\u5de5\u4f5c\u7684\uff0c\u57fa\u672c\u4e5f\u662fpython\u4f5c\u4e3a\u4e3b\u8981\u5de5\u5177\uff0c\u6240\u4ee5\u8fd9\u4e00\u5757\u6bcb\u5eb8\u7f6e\u7591\u662fpython\u81ea\u52a8\u5316\u529e\u516c\u6700\u6709\u4ef7\u503c\u7684\u90e8\u5206\u3002\n  <\/p>\n<p>\n   \u6570\u636e\u5904\u7406\u7684\u5e93\u4e3b\u8981\u6709\uff1apandas\u3001numpy\u3001matplotlib\u3001sklearn&#8230;\n  <\/p>\n<p>\n   \u8fd9\u4e9b\u662f\u5927\u5bb6\u8033\u719f\u80fd\u8be6\u7684\u795e\u5e93\uff0c\u975e\u5e38\u63a8\u8350\u53bb\u5b66\u4e60\u3002\n  <\/p>\n<p>\n   \u4e4b\u524d\u5199\u8fc7\u5f88\u591a\u5173\u4e8epython\u6570\u636e\u5206\u6790\u5904\u7406\u7684\u56de\u7b54\u548c\u6587\u7ae0\uff0c\u8fd9\u91cc\u4e0d\u518d\u5570\u55e6\u4e86\u3002\u8d85\u7ea7\u83dc\u9e1f\u600e\u4e48\u5b66\u4e60\u6570\u636e\u5206\u6790\uff1f\u200bwww.zhihu.com\n  <\/p>\n<p>\n   \u63a8\u8350\u4e24\u672cpython\u6570\u636e\u5206\u6790\u7684\u5165\u95e8\u4e66\uff0c\u4e5f\u662f\u6211\u4e00\u5f00\u59cb\u7528\u7684\uff1a\n  <\/p>\n<p>\n   \u722c\u866b\n  <\/p>\n<p>\n   \u76f8\u4fe1\u722c\u866b\u662f\u5927\u5bb6\u6700\u611f\u5174\u8da3\u7684\uff0cpython\u722c\u866b\u6709\u5f88\u591a\u7684\u5b9e\u73b0\u5e93\uff0c\u6bd4\u5982\uff1aurllib\u3001requests\u3001scrapy\u7b49\n  <\/p>\n<p>\n   \u722c\u866b\u5165\u95e8\u5bb9\u6613\uff0c\u4f46\u5b66\u7cbe\u96be\uff0c\u6240\u4ee5\u521d\u5b66\u8005\u53ef\u4ee5\u5c1d\u8bd5\u5199\u70b9\u7b80\u5355\u7684\u722c\u866b\uff0c\u6bd4\u5982\u8c46\u74e3\u3001\u77e5\u4e4e\u3001\u5fae\u535a\u5440\u3002\n  <\/p>\n<p>\n   \u8fd9\u4e2a\u4e5f\u4e0d\u591a\u8bf4\uff0c\u76f4\u63a5\u4e0a\u4e4b\u524d\u7684\u5e72\u8d27\uff1a\u5982\u4f55\u5165\u95e8 Python \u722c\u866b\uff1f\u200bwww.zhihu.com\n  <\/p>\n<p>\n   \u63a8\u8350\u5927\u5bb6\u53bb\u5b66\u4e60requests\u3001bs4\u6765\u5165\u95e8\u722c\u866b\uff0c\u63d0\u4f9b\u5bf9\u5e94\u4e2d\u6587\u5b66\u4e60\u7f51\u7ad9\uff1a\n  <\/p>\n<p>\n   \u4e5f\u53ef\u4ee5\u4e70\u4e24\u672c\u6559\u7a0b\u4e66\u4f5c\u4e3a\u8865\u5145\uff1a\n  <\/p>\n<p>\n   \u6700\u540e\u7ed9\u4e00\u4e2a\u798f\u5229\uff1a\u6731\u536b\u519b\uff1a\u6700\u5168\u6570\u636e\u5206\u6790\u8d44\u6599\u6c47\u603b\uff08\u542bpython\u3001\u722c\u866b\u3001\u6570\u636e\u5e93\u3001\u5927\u6570\u636e\u3001tableau\u3001\u7edf\u8ba1\u5b66\u7b49\uff09\u200bzhuanlan.zhihu.com\n  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