{"id":2941,"date":"2025-05-30T00:00:22","date_gmt":"2025-05-29T16:00:22","guid":{"rendered":"https:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/"},"modified":"2025-05-30T00:00:22","modified_gmt":"2025-05-29T16:00:22","slug":"%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3","status":"publish","type":"post","link":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/","title":{"rendered":"\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975ePython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\u4e9b\u77e5\u8bc6\u70b9\uff01"},"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   \u77e5\u4e4e\u4e0a\u6709\u4eba\u63d0\u95ee\uff1a<br \/>\n   <strong><br \/>\n    \u7528python\u8fdb\u884c\u529e\u516c\u81ea\u52a8\u5316\u90fd\u9700\u8981\u5b66\u4e60\u4ec0\u4e48\u77e5\u8bc6\u5462\uff1f<br \/>\n   <\/strong>\n  <\/p>\n<\/p>\n<p>\n   \u8fd9\u53ef\u80fd\u662f\u5f88\u591a\u975eIT\u804c\u573a\u4eba\u58eb\u9762\u4e34\u7684\u56f0\u60d1\uff0c\u60f3\u628apython\u7528\u5230\u5de5\u4f5c\u4e2d\uff0c\u5374\u4e0d\u77e5\u5982\u4f55\u4e0b\u624b\uff1fpython\u5728\u81ea\u52a8\u5316\u529e\u516c\u9886\u57df\u8d8a\u6765\u8d8a\u53d7\u6b22\u8fce\uff0c\u6279\u91cf\u5904\u7406\u7b80\u76f4\u662f\u52a0\u73ed\u65cf\u7684\u798f\u97f3\u3002\n  <\/p>\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\uff0c\u8fd9\u6b21\u5c31\u6765\u7406\u4e00\u7406python\u81ea\u52a8\u5316\u529e\u516c\u7684\u90a3\u4e9b\u77e5\u8bc6\u70b9\u3002\n  <\/p>\n<ul>\n<li>\n<p>\n     <strong><br \/>\n      python\u57fa\u7840<br \/>\n     <\/strong>\n    <\/p>\n<\/li>\n<li>\n<p>\n     <strong><br \/>\n      excel\u81ea\u52a8\u5316<br \/>\n     <\/strong>\n    <\/p>\n<\/li>\n<li>\n<p>\n     <strong><br \/>\n      ppt\u81ea\u52a8\u5316<br \/>\n     <\/strong>\n    <\/p>\n<\/li>\n<li>\n<p>\n     <strong><br \/>\n      word\u81ea\u52a8\u5316<br \/>\n     <\/strong>\n    <\/p>\n<\/li>\n<li>\n<p>\n     <strong><br \/>\n      \u90ae\u4ef6\u5904\u7406<br \/>\n     <\/strong>\n    <\/p>\n<\/li>\n<li>\n<p>\n     <strong><br \/>\n      \u6587\u4ef6\u6279\u91cf\u5904\u7406<br \/>\n     <\/strong>\n    <\/p>\n<\/li>\n<li>\n<p>\n     <strong><br \/>\n      \u6570\u636e\u5904\u7406\u4e0e\u5206\u6790<br \/>\n     <\/strong>\n    <\/p>\n<\/li>\n<li>\n<p>\n     <strong><br \/>\n      \u81ea\u52a8\u5316\u722c\u866b<br \/>\n     <\/strong>\n    <\/p>\n<\/li>\n<\/ul>\n<p>\n   \u4e0b\u9762\u4e00\u4e00\u8be6\u89e3\u3002\n  <\/p>\n<h3>\n   python\u57fa\u7840<br \/>\n  <\/h3>\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\u6559\u7a0b\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\u4e60\u60ef\u770b\u4e66\u7684\u8bdd\uff0c\u53ef\u4ee5\u4e70\u672cpython\u5165\u95e8\u4e66\u5907\u67e5\u3002\n  <\/p>\n<table>\n<thead>\n<tr>\n<th>\n      \u8bed\u6cd5\n     <\/th>\n<th>\n      \u4e3b\u8981\u5185\u5bb9\n     <\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\n      \u57fa\u672c\u6570\u636e\u7c7b\u578b\n     <\/td>\n<td>\n      \u4e0d\u53ef\u53d8\u6570\u636e\uff083 \u4e2a\uff09\uff1aNumber\uff08\u6570\u5b57\uff09\u3001String\uff08\u5b57\u7b26\u4e32\uff09\u3001Tuple\uff08\u5143\u7ec4\uff09<br \/>\n      <br \/>\n      \u53ef\u53d8\u6570\u636e\uff083 \u4e2a\uff09\uff1aList\uff08\u5217\u8868\uff09\u3001Dictionary\uff08\u5b57\u5178\uff09\u3001Set\uff08\u96c6\u5408\uff09\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u8fd0\u7b97\u7b26\n     <\/td>\n<td>\n      \u7b97\u672f\u8fd0\u7b97\u7b26\u3001\u903b\u8f91\u8fd0\u7b97\u7b26\u3001\u8d4b\u503c\u8fd0\u7b97\u7b26\u3001\u6bd4\u8f83\u8fd0\u7b97\u7b26\u3001\u4f4d\u8fd0\u7b97\u7b26&#8230;\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u6570\u503c\u7c7b\u578b\n     <\/td>\n<td>\n      \u6574\u578b(Int)\u3001\u6d6e\u70b9\u578b(float)\u3001\u590d\u6570(complex)\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u6761\u4ef6\u63a7\u5236\u8bed\u53e5\n     <\/td>\n<td>\n      if&#8230;elif&#8230;else\u8bed\u53e5\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u5faa\u73af\u8bed\u53e5\n     <\/td>\n<td>\n      while\u8bed\u53e5\u3001for\u8bed\u53e5\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u51fd\u6570\n     <\/td>\n<td>\n      def\u5b9a\u4e49\u51fd\u6570\u3001\u51fd\u6570\u8c03\u7528\u3001\u53c2\u6570\u4f20\u9012\u3001\u533f\u540d\u51fd\u6570&#8230;\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u8fed\u4ee3\n     <\/td>\n<td>\n      \u8fed\u4ee3\u8fc7\u7a0b\u3001\u8fed\u4ee3\u5668\u3001\u751f\u6210\u5668\u3001\u751f\u6210\u5668\u8868\u8fbe\u5f0f\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u6587\u4ef6\u64cd\u4f5c\n     <\/td>\n<td>\n      open()\u51fd\u6570\u3001read\u3001readline\u3001readlines\u3001write&#8230;\u65b9\u6cd5\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      os\u6a21\u5757\n     <\/td>\n<td>\n      \u5904\u7406\u7cfb\u7edf\u6587\u4ef6\u548c\u76ee\u5f55\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u6a21\u5757\n     <\/td>\n<td>\n      \u6a21\u5757\u5bfc\u5165\u3001\u5e38\u7528\u6807\u51c6\u6a21\u5757\u3001\u5e38\u7528\u7b2c\u4e09\u65b9\u5e93\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u9519\u8bef\u548c\u5f02\u5e38\n     <\/td>\n<td>\n      try\/except\u8bed\u53e5\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      \u9762\u5411\u5bf9\u8c61\n     <\/td>\n<td>\n      \u7b80\u5355\u638c\u63e1\u9762\u5411\u5bf9\u8c61\u6982\u5ff5\u5373\u53ef\n     <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\n   \u5173\u4e8epython\u7684\u57fa\u7840\u8bed\u6cd5\uff0c\u53ef\u4ee5\u53c2\u8003\u6211\u4eec\u7684\u5165\u95e8\u6559\u7a0b:\n  <\/p>\n<p>\n   python666.cn\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<h3>\n   excel\u81ea\u52a8\u5316<br \/>\n  <\/h3>\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   <a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MjM5MDEyMDk4Mw==&amp;mid=2650166137&amp;idx=1&amp;sn=f837f922a21319dd80915a06ac1cc542&amp;chksm=be4b5e01893cd7174d1b68c33e51c421ee47df6400a1239e0d257cb124a13104516d620d37b5&amp;scene=21#wechat_redirect\" rel=\"nofollow\"><br \/>\n    Python-Excel \u6a21\u5757\u54ea\u5bb6\u5f3a\uff1f<br \/>\n   <\/a>\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   xlwings\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\u5b98\u7f51\u6559\u7a0b\uff1a\n  <\/p>\n<p>\n   https:\/\/www.xlwings.org\/\n  <\/p>\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\u6bd4\u5982\uff1a\n  <\/p>\n<p>\n   \u5e7f\u544a\n  <\/p>\n<h3>\n   \u5bf9\u6bd4Excel\uff0c\u8f7b\u677e\u5b66\u4e60Python\u6570\u636e\u5206\u6790(\u535a\u6587\u89c6\u70b9\u51fa\u54c1)<br \/>\n  <\/h3>\n<p>\n   \u4f5c\u8005\uff1a\u5f20\u4fca\u7ea2\n  <\/p>\n<p>\n   \u4eac\u4e1c\n  <\/p>\n<\/p>\n<h3>\n   ppt\u81ea\u52a8\u5316<br \/>\n  <\/h3>\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   \u63a8\u8350\u4f7f\u7528pptx\u5e93\uff0c\u76ee\u524d\u4e3b\u6d41\u7684ppt\u5904\u7406\u5e93\u3002\n  <\/p>\n<\/p>\n<p>\n   \u5b66\u4e60\u7f51\u7ad9\uff1a<br \/>\n   <br \/>\n   https:\/\/python-pptx.readthedocs.io\/en\/latest\/\n  <\/p>\n<\/p>\n<h3>\n   word\u81ea\u52a8\u5316<br \/>\n  <\/h3>\n<p>\n   python\u64cd\u4f5cWord\u7684\u5e93\uff1a\n  <\/p>\n<ul>\n<li>\n<p>\n     <strong><br \/>\n      python-docx\u3001import docx<br \/>\n     <\/strong><br \/>\n     \uff1a\u53ea\u5bf9windows\u5e73\u53f0\u6709\u6548\n    <\/p>\n<\/li>\n<li>\n<p>\n     <strong><br \/>\n      pypiwin32\u3001import win32com<br \/>\n     <\/strong><br \/>\n     \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<\/li>\n<li>\n<p>\n     <strong><br \/>\n      textract\u3001import textract<br \/>\n     <\/strong><br \/>\n     \uff1a\u5b83\u540c\u65f6\u517c\u987e\u201cdoc\u201d\u548c\u201cdocx\u201d\uff0c\u4f46\u5b89\u88c5\u8fc7\u7a0b\u9700\u8981\u4e00\u4e9b\u4f9d\u8d56\u3002\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<\/li>\n<\/ul>\n<p>\n   \u5b66\u4e60\u7f51\u7ad9\uff1a<br \/>\n   <br \/>\n   https:\/\/python-docx.readthedocs.io\/en\/latest\/\n  <\/p>\n<\/p>\n<h3>\n   \u90ae\u4ef6\u5904\u7406<br \/>\n  <\/h3>\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   <a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MjM5MDEyMDk4Mw==&amp;mid=2650166144&amp;idx=1&amp;sn=dd2fd952b1ab641e5a075eb567d31304&amp;chksm=be4b5ef8893cd7eec18d0fb81222c8b49e06cad058e3db396bc0b1cd72c0e7e731a093c23994&amp;scene=21#wechat_redirect\" rel=\"nofollow\"><br \/>\n    \u7b80\u5355\u4e09\u6b65\uff0c\u7528 Python \u53d1\u90ae\u4ef6<br \/>\n   <\/a>\n  <\/p>\n<p>\n   \u53d1\u90ae\u4ef6\u7684\u5751\u5728\u4e8e\u90ae\u7bb1\u670d\u52a1\u5668\u7684\u9009\u62e9\u548c\u8bbe\u7f6e\uff0c\u800c\u8fd9\u4e2a\u53c8\u4f1a\u968f\u7740\u90ae\u7bb1\u670d\u52a1\u5546\u7684\u66f4\u65b0\u800c\u53d8\u52a8\uff0c\u6240\u4ee5\u5b9e\u9645\u4f7f\u7528\u65f6\u8fd8\u9700\u8981\u591a\u641c\u7d22\u76f8\u5173\u6587\u6863\u548c\u6559\u7a0b\u3002\n  <\/p>\n<h3>\n   \u6587\u4ef6\u6279\u91cf\u5904\u7406<br \/>\n  <\/h3>\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<table>\n<thead>\n<tr>\n<th>\n      \u65b9\u6cd5\n     <\/th>\n<th>\n      \u4f5c\u7528\n     <\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\n      os.chdir(path)\n     <\/td>\n<td>\n      \u6539\u53d8\u5f53\u524d\u5de5\u4f5c\u76ee\u5f55\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      os.getcwd()\n     <\/td>\n<td>\n      \u8fd4\u56de\u5f53\u524d\u5de5\u4f5c\u76ee\u5f55\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      os.listdir()\n     <\/td>\n<td>\n      \u8fd4\u56depath\u6307\u5b9a\u7684\u6587\u4ef6\u5939\u5305\u542b\u7684\u6587\u4ef6\u6216\u6587\u4ef6\u5939\u7684\u540d\u5b57\u7684\u5217\u8868\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      os.makedirs(path[, mode])\n     <\/td>\n<td>\n      \u521b\u5efa\u4e00\u4e2a\u540d\u4e3apath\u7684\u6587\u4ef6\u5939\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      os.remove(path)\n     <\/td>\n<td>\n      \u5220\u9664\u8def\u5f84\u4e3apath\u7684\u6587\u4ef6\n     <\/td>\n<\/tr>\n<tr>\n<td>\n      &#8230;\n     <\/td>\n<td>\n      &#8230;\n     <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\n   \u6570\u636e\u5904\u7406\u548c\u5206\u6790<br \/>\n  <\/h3>\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   pandas\u662f\u4e00\u6b3e\u4e0d\u65ad\u8fdb\u6b65\u7684python\u6570\u636e\u79d1\u5b66\u5e93\uff0c\u5b83\u7684\u6570\u636e\u7ed3\u6784\u5341\u5206\u9002\u5408\u505a\u6570\u636e\u5904\u7406\uff0c\u5e76\u4e14pandas\u7eb3\u5165\u4e86\u5927\u91cf\u5206\u6790\u51fd\u6570\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5e38\u7528\u7edf\u8ba1\u5b66\u6a21\u578b\u3001\u53ef\u89c6\u5316\u5904\u7406\u3002\n  <\/p>\n<p>\n   \u5982\u679c\u4f60\u4f7f\u7528python\u505a\u6570\u636e\u5206\u6790\uff0c\u5728\u6570\u636e\u9884\u5904\u7406\u7684\u8fc7\u7a0b\uff0c\u51e0\u4e4e\u4e5d\u6210\u7684\u5de5\u4f5c\u9700\u8981\u4f7f\u7528pandas\u5b8c\u6210\u3002\n  <\/p>\n<p>\n   \u5728\u4e00\u4e9b\u4f01\u4e1a\u62db\u5206\u6790\u5e08\u7684\u7b14\u8bd5\u9898\u4e2d\uff0cpandas\u5df2\u7ecf\u4f5c\u4e3a\u5fc5\u8003\u7684\u5de5\u5177\uff0c\u6240\u4ee5\u5982\u679c\u4f60\u60f3\u8981\u5165\u884c\u6570\u636e\u5206\u6790\u5e08\uff0c\u8bf7\u52aa\u529b\u5b66\u4e60\u4f7f\u7528pandas\u3002\n  <\/p>\n<p>\n   numpy\u662fpython\u7684\u6570\u503c\u8ba1\u7b97\u5e93\uff0c\u5305\u62ecpandas\u4e4b\u7c7b\u7684\u5f88\u591a\u5206\u6790\u5e93\u90fd\u5efa\u7acb\u5728numpy\u57fa\u7840\u4e0a\u3002\n  <\/p>\n<p>\n   numpy\u7684\u6838\u5fc3\u529f\u80fd\u5305\u62ec\uff1a\n  <\/p>\n<ul>\n<li>\n<p>\n     ndarray\uff0c\u4e00\u4e2a\u5177\u6709\u77e2\u91cf\u7b97\u672f\u8fd0\u7b97\u548c\u590d\u6742\u5e7f\u64ad\u80fd\u529b\u7684\u5feb\u901f\u4e14\u8282\u7701\u7a7a\u95f4\u7684\u591a\u7ef4\u6570\u7ec4\n    <\/p>\n<\/li>\n<li>\n<p>\n     \u7528\u4e8e\u5bf9\u6574\u7ec4\u6570\u636e\u8fdb\u884c\u5feb\u901f\u8fd0\u7b97\u7684\u6807\u51c6\u6570\u5b66\u51fd\u6570\uff08\u65e0\u9700\u7f16\u5199\u5faa\u73af\uff09\n    <\/p>\n<\/li>\n<li>\n<p>\n     \u7528\u4e8e\u8bfb\u5199\u78c1\u76d8\u6570\u636e\u7684\u5de5\u5177\u4ee5\u53ca\u7528\u4e8e\u64cd\u4f5c\u5185\u5b58\u6620\u5c04\u6587\u4ef6\u7684\u5de5\u5177\n    <\/p>\n<\/li>\n<li>\n<p>\n     \u7ebf\u6027\u4ee3\u6570\u3001\u968f\u673a\u6570\u751f\u6210\u4ee5\u53ca\u5085\u91cc\u53f6\u53d8\u6362\u529f\u80fd\n    <\/p>\n<\/li>\n<li>\n<p>\n     \u7528\u4e8e\u96c6\u6210\u7531C\u3001C++\u3001Fortran\u7b49\u8bed\u8a00\u7f16\u5199\u7684\u4ee3\u7801\u7684A C API\n    <\/p>\n<\/li>\n<\/ul>\n<p>\n   numpy\u4e4b\u4e8e\u6570\u503c\u8ba1\u7b97\u7279\u522b\u91cd\u8981\u662f\u56e0\u4e3a\u5b83\u53ef\u4ee5\u9ad8\u6548\u5904\u7406\u5927\u6570\u7ec4\u7684\u6570\u636e\u3002\u8fd9\u662f\u56e0\u4e3a\uff1a\n  <\/p>\n<ul>\n<li>\n<p>\n     \u6bd4\u8d77Python\u7684\u5185\u7f6e\u5e8f\u5217\uff0cnumpy\u6570\u7ec4\u4f7f\u7528\u7684\u5185\u5b58\u66f4\u5c11\n    <\/p>\n<\/li>\n<li>\n<p>\n     numpy\u53ef\u4ee5\u5728\u6574\u4e2a\u6570\u7ec4\u4e0a\u6267\u884c\u590d\u6742\u7684\u8ba1\u7b97\uff0c\u800c\u4e0d\u9700\u8981Python\u7684for\u5faa\u73af\n    <\/p>\n<\/li>\n<\/ul>\n<p>\n   matplotlib\u548cseaborn\u662fpython\u4e3b\u8981\u7684\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u5efa\u8bae\u5927\u5bb6\u90fd\u53bb\u5b66\u5b66\uff0c\u6570\u636e\u7684\u5c55\u73b0\u548c\u6570\u636e\u5206\u6790\u540c\u6837\u91cd\u8981\u3002\n  <\/p>\n<p>\n   sklearn\u548ckeras\uff0csklearn\u662fpython\u673a\u5668\u5b66\u5e93\uff0c\u6db5\u76d6\u4e86\u5927\u90e8\u5206\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002keras\u662f\u6df1\u5ea6\u5b66\u4e60\u5e93\uff0c\u5b83\u5305\u542b\u9ad8\u6548\u7684\u6570\u503c\u5e93Theano\u548cTensorFlow\u3002\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<h3>\n   \u81ea\u52a8\u5316\u722c\u866b<br \/>\n  <\/h3>\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\uff0c\u4ee5\u53caxpath\u3001beautifulsoup\u7b49\u89e3\u6790\u5e93\u3002\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<h3>\n   \u5176\u5b83<br \/>\n  <\/h3>\n<p>\n   \u5176\u5b83\u4e0d\u5e38\u7528\u7684\u81ea\u52a8\u5316\u529e\u516c\u5e93\uff0c\u50cf\u5904\u7406pdf\u3001\u56fe\u7247\u3001\u89c6\u97f3\u9891\u7b49\uff0c\u8fd9\u91cc\u4e0d\u505a\u8fc7\u591a\u4ecb\u7ecd\u3002<br \/>\n   <br \/>\n   \u5982\u679c\u6709\u5174\u8da3\u53ef\u4ee5\u5728\u672c\u6587\u672b\u7559\u8a00\uff1a\u4f60\u7528\u8fc7\u54ea\u4e9b\u9006\u5929\u7684python\u5e93\uff0c\u89e3\u51b3\u4e86\u54ea\u4e9b\u95ee\u9898?\n  <\/p>\n<h4>\n   \u5728\u8fd9\u91cc\u8fd8\u662f\u8981\u63a8\u8350\u4e0b\u6211\u81ea\u5df1\u5efa\u7684Python\u5b66\u4e60\u7fa4:609616831\uff0c\u7fa4\u91cc\u90fd\u662f\u5b66Python\u7684\uff0c\u5982\u679c\u4f60\u60f3\u5b66\u6216\u8005\u6b63\u5728\u5b66\u4e60Python \uff0c\u6b22\u8fce\u4f60\u52a0\u5165\uff0c\u5927\u5bb6\u90fd\u662f\u8f6f\u4ef6\u5f00\u53d1\u515a\uff0c\u4e0d\u5b9a\u671f\u5206\u4eab\u5e72\u8d27\uff08\u53ea\u6709Python\u8f6f\u4ef6\u5f00\u53d1\u76f8\u5173\u7684\uff09\uff0c\u5305\u62ec\u6211\u81ea\u5df1\u6574\u7406\u7684\u4e00\u4efd2020\u6700\u65b0\u7684Python\u8fdb\u9636\u8d44\u6599\u548c\u96f6\u57fa\u7840\u6559\u5b66\uff0c\u6b22\u8fce\u8fdb\u9636\u4e2d\u548c\u5bf9Python\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u52a0\u5165\uff01<br \/>\n  <\/h4>\n<\/p><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u77e5\u4e4e\u4e0a\u6709\u4eba\u63d0\u95ee\uff1a \u7528python\u8fdb\u884c\u529e\u516c\u81ea\u52a8\u5316\u90fd\u9700\u8981\u5b66\u4e60\u4ec0\u4e48\u77e5\u8bc6\u5462\uff1f \u8fd9\u53ef\u80fd\u662f\u5f88\u591a\u975eIT\u804c\u573a\u4eba\u58eb\u9762\u4e34\u7684\u56f0\u60d1\uff0c\u60f3 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":215,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-2941","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-18"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975ePython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\u4e9b\u77e5\u8bc6\u70b9\uff01 - \u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975epython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975ePython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\u4e9b\u77e5\u8bc6\u70b9\uff01 - \u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51\" \/>\n<meta property=\"og:description\" content=\"\u77e5\u4e4e\u4e0a\u6709\u4eba\u63d0\u95ee\uff1a \u7528python\u8fdb\u884c\u529e\u516c\u81ea\u52a8\u5316\u90fd\u9700\u8981\u5b66\u4e60\u4ec0\u4e48\u77e5\u8bc6\u5462\uff1f \u8fd9\u53ef\u80fd\u662f\u5f88\u591a\u975eIT\u804c\u573a\u4eba\u58eb\u9762\u4e34\u7684\u56f0\u60d1\uff0c\u60f3 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975epython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\/\" \/>\n<meta property=\"og:site_name\" content=\"\u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-29T16:00:22+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/\u8d44\u8baf.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"260\" \/>\n\t<meta property=\"og:image:height\" content=\"180\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin@wunen\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin@wunen\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#article\",\"isPartOf\":{\"@id\":\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/\"},\"author\":{\"name\":\"admin@wunen\",\"@id\":\"https:\/\/www.wunen.com\/#\/schema\/person\/d5f7a6cf545656a9c90d507e64452db8\"},\"headline\":\"\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975ePython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\u4e9b\u77e5\u8bc6\u70b9\uff01\",\"datePublished\":\"2025-05-29T16:00:22+00:00\",\"mainEntityOfPage\":{\"@id\":\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/\"},\"wordCount\":201,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.wunen.com\/#organization\"},\"image\":{\"@id\":\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#primaryimage\"},\"thumbnailUrl\":\"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/\u8d44\u8baf.jpg\",\"articleSection\":[\"\u5b66\u4e60\u529e\u516c\"],\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/\",\"url\":\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/\",\"name\":\"\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975ePython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\u4e9b\u77e5\u8bc6\u70b9\uff01 - \u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51\",\"isPartOf\":{\"@id\":\"https:\/\/www.wunen.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#primaryimage\"},\"image\":{\"@id\":\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#primaryimage\"},\"thumbnailUrl\":\"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/\u8d44\u8baf.jpg\",\"datePublished\":\"2025-05-29T16:00:22+00:00\",\"breadcrumb\":{\"@id\":\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#primaryimage\",\"url\":\"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/\u8d44\u8baf.jpg\",\"contentUrl\":\"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/\u8d44\u8baf.jpg\",\"width\":260,\"height\":180},{\"@type\":\"BreadcrumbList\",\"@id\":\"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wunen.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975ePython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\u4e9b\u77e5\u8bc6\u70b9\uff01\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wunen.com\/#website\",\"url\":\"https:\/\/www.wunen.com\/\",\"name\":\"\u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51\",\"description\":\"\u8f6f\u4ef6\u8d44\u8baf\u6765\u7269\u5ae9\",\"publisher\":{\"@id\":\"https:\/\/www.wunen.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wunen.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.wunen.com\/#organization\",\"name\":\"\u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51\",\"url\":\"https:\/\/www.wunen.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wunen.com\/#\/schema\/logo\/image\/\",\"url\":\"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/cropped-\u7269\u5ae9-1.png\",\"contentUrl\":\"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/cropped-\u7269\u5ae9-1.png\",\"width\":1024,\"height\":1024,\"caption\":\"\u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51\"},\"image\":{\"@id\":\"https:\/\/www.wunen.com\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wunen.com\/#\/schema\/person\/d5f7a6cf545656a9c90d507e64452db8\",\"name\":\"admin@wunen\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wunen.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/d90ec1e3faf77c4d4e66e40c29b85ff6401161e0502f401dae2f0e25b38ce25e?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/d90ec1e3faf77c4d4e66e40c29b85ff6401161e0502f401dae2f0e25b38ce25e?s=96&d=mm&r=g\",\"caption\":\"admin@wunen\"},\"sameAs\":[\"http:\/\/www.wunen.com\"],\"url\":\"http:\/\/www.wunen.com\/index.php\/author\/adminwunen\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975ePython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\u4e9b\u77e5\u8bc6\u70b9\uff01 - \u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975epython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\/","og_locale":"zh_CN","og_type":"article","og_title":"\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975ePython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\u4e9b\u77e5\u8bc6\u70b9\uff01 - \u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51","og_description":"\u77e5\u4e4e\u4e0a\u6709\u4eba\u63d0\u95ee\uff1a \u7528python\u8fdb\u884c\u529e\u516c\u81ea\u52a8\u5316\u90fd\u9700\u8981\u5b66\u4e60\u4ec0\u4e48\u77e5\u8bc6\u5462\uff1f \u8fd9\u53ef\u80fd\u662f\u5f88\u591a\u975eIT\u804c\u573a\u4eba\u58eb\u9762\u4e34\u7684\u56f0\u60d1\uff0c\u60f3 [&hellip;]","og_url":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975epython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\/","og_site_name":"\u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51","article_published_time":"2025-05-29T16:00:22+00:00","og_image":[{"width":260,"height":180,"url":"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/\u8d44\u8baf.jpg","type":"image\/jpeg"}],"author":"admin@wunen","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin@wunen","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#article","isPartOf":{"@id":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/"},"author":{"name":"admin@wunen","@id":"https:\/\/www.wunen.com\/#\/schema\/person\/d5f7a6cf545656a9c90d507e64452db8"},"headline":"\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975ePython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\u4e9b\u77e5\u8bc6\u70b9\uff01","datePublished":"2025-05-29T16:00:22+00:00","mainEntityOfPage":{"@id":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/"},"wordCount":201,"commentCount":0,"publisher":{"@id":"https:\/\/www.wunen.com\/#organization"},"image":{"@id":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#primaryimage"},"thumbnailUrl":"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/\u8d44\u8baf.jpg","articleSection":["\u5b66\u4e60\u529e\u516c"],"inLanguage":"zh-Hans","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#respond"]}]},{"@type":"WebPage","@id":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/","url":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/","name":"\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975ePython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\u4e9b\u77e5\u8bc6\u70b9\uff01 - \u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51","isPartOf":{"@id":"https:\/\/www.wunen.com\/#website"},"primaryImageOfPage":{"@id":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#primaryimage"},"image":{"@id":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#primaryimage"},"thumbnailUrl":"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/\u8d44\u8baf.jpg","datePublished":"2025-05-29T16:00:22+00:00","breadcrumb":{"@id":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#primaryimage","url":"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/\u8d44\u8baf.jpg","contentUrl":"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/\u8d44\u8baf.jpg","width":260,"height":180},{"@type":"BreadcrumbList","@id":"http:\/\/www.wunen.com\/index.php\/2025\/05\/30\/%e8%bf%99%e7%af%87%e6%96%87%e7%ab%a0%e5%b0%86%e4%bd%a0%e5%91%8a%e8%af%89%e9%9d%9epython%e4%b8%93%e4%b8%9a%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e9%9c%80%e8%a6%81%e5%ad%a6%e4%b9%a0%e9%82%a3\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wunen.com\/"},{"@type":"ListItem","position":2,"name":"\u8fd9\u7bc7\u6587\u7ae0\u5c06\u4f60\u544a\u8bc9\u975ePython\u4e13\u4e1a\u529e\u516c\u81ea\u52a8\u5316\u9700\u8981\u5b66\u4e60\u90a3\u4e9b\u77e5\u8bc6\u70b9\uff01"}]},{"@type":"WebSite","@id":"https:\/\/www.wunen.com\/#website","url":"https:\/\/www.wunen.com\/","name":"\u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51","description":"\u8f6f\u4ef6\u8d44\u8baf\u6765\u7269\u5ae9","publisher":{"@id":"https:\/\/www.wunen.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wunen.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Organization","@id":"https:\/\/www.wunen.com\/#organization","name":"\u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51","url":"https:\/\/www.wunen.com\/","logo":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wunen.com\/#\/schema\/logo\/image\/","url":"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/cropped-\u7269\u5ae9-1.png","contentUrl":"http:\/\/www.wunen.com\/wp-content\/uploads\/2025\/03\/cropped-\u7269\u5ae9-1.png","width":1024,"height":1024,"caption":"\u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51"},"image":{"@id":"https:\/\/www.wunen.com\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.wunen.com\/#\/schema\/person\/d5f7a6cf545656a9c90d507e64452db8","name":"admin@wunen","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wunen.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/d90ec1e3faf77c4d4e66e40c29b85ff6401161e0502f401dae2f0e25b38ce25e?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/d90ec1e3faf77c4d4e66e40c29b85ff6401161e0502f401dae2f0e25b38ce25e?s=96&d=mm&r=g","caption":"admin@wunen"},"sameAs":["http:\/\/www.wunen.com"],"url":"http:\/\/www.wunen.com\/index.php\/author\/adminwunen\/"}]}},"_links":{"self":[{"href":"http:\/\/www.wunen.com\/index.php\/wp-json\/wp\/v2\/posts\/2941","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.wunen.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.wunen.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.wunen.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.wunen.com\/index.php\/wp-json\/wp\/v2\/comments?post=2941"}],"version-history":[{"count":0,"href":"http:\/\/www.wunen.com\/index.php\/wp-json\/wp\/v2\/posts\/2941\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.wunen.com\/index.php\/wp-json\/wp\/v2\/media\/215"}],"wp:attachment":[{"href":"http:\/\/www.wunen.com\/index.php\/wp-json\/wp\/v2\/media?parent=2941"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.wunen.com\/index.php\/wp-json\/wp\/v2\/categories?post=2941"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.wunen.com\/index.php\/wp-json\/wp\/v2\/tags?post=2941"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}