{"id":596515,"date":"2025-09-04T08:16:09","date_gmt":"2025-09-04T07:16:09","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=pycharm&#038;p=596515"},"modified":"2025-09-16T10:28:33","modified_gmt":"2025-09-16T09:28:33","slug":"the-state-of-python-2025","status":"publish","type":"pycharm","link":"https:\/\/blog.jetbrains.com\/zh-hans\/pycharm\/2025\/09\/the-state-of-python-2025\/","title":{"rendered":"2025 \u5e74 Python \u73b0\u72b6"},"content":{"rendered":"\n<p><em>\u8fd9\u662f Talk Python \u521b\u59cb\u4eba\u517c PSF \u8d44\u6df1\u4f1a\u5458 <a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2025\/08\/the-state-of-python-2025\/#author\" data-type=\"link\" data-id=\"https:\/\/blog.jetbrains.com\/pycharm\/2025\/08\/the-state-of-python-2025\/#author\">Michael Kennedy<\/a> \u7684\u5ba2\u5ea7\u6587\u7ae0\u3002<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1280\" height=\"720\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/Blog-Social-share-1280x720-1.png\" alt=\"\" class=\"wp-image-596519\"\/><\/figure>\n\n\n\n<p>\u6b22\u8fce\u9605\u8bfb<a href=\"https:\/\/lp.jetbrains.com\/python-developers-survey-2024\/\" target=\"_blank\" rel=\"noopener\">\u7b2c\u516b\u5c4a\u5e74\u5ea6 Python \u5f00\u53d1\u8005\u8c03\u67e5<\/a>\u7684\u4eae\u70b9\u3001\u8d8b\u52bf\u548c\u5173\u952e\u884c\u52a8\u3002 \u672c\u6b21\u8c03\u67e5\u7531 Python Software Foundation \u548c JetBrains \u7684 PyCharm \u56e2\u961f\u5408\u4f5c\u5f00\u5c55\u3002<\/p>\n\n\n\n<p>\u6211\u662f Michael Kennedy\uff0c\u6211\u5206\u6790\u4e86\u8d85\u8fc7 30,000 \u4efd\u8c03\u67e5\u56de\u590d\uff0c\u63d0\u70bc\u51fa\u6700\u91cd\u8981\u7684\u8d8b\u52bf\u548c\u9884\u6d4b\uff0c\u5e76\u786e\u5b9a\u4e86\u591a\u79cd\u884c\u52a8\u6765\u5e2e\u52a9\u60a8\u6539\u5584 Python \u804c\u4e1a\u53d1\u5c55\u3002<\/p>\n\n\n\n<p>\u4f5c\u4e3a <em>Talk Python to Me<\/em> \u64ad\u5ba2\u7684\u4e3b\u6301\u4eba\uff0c\u6211\u5904\u5728\u4e00\u4e2a\u72ec\u7279\u7684\u4f4d\u7f6e\u3002 \u8fc7\u53bb 10 \u5e74\uff0c\u6211\u6bcf\u5468\u90fd\u4f1a\u91c7\u8bbf Python \u751f\u6001\u7cfb\u7edf\u4e2d\u6700\u91cd\u8981\u7684\u5e93\u548c\u8bed\u8a00\u8d8b\u52bf\u7684\u63a8\u52a8\u8005\u3002 \u672c\u6587\u5c06\u5229\u7528\u7531\u6b64\u79ef\u7d2f\u7684\u793e\u533a\u7ecf\u9a8c\u6765\u7406\u89e3\u8fd9\u9879\u91cd\u8981\u5e74\u5ea6\u8c03\u67e5\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u60a8\u7684\u5de5\u4f5c\u6216\u4ea7\u54c1\u548c\u670d\u52a1\u4f9d\u8d56\u4e8e Python\uff0c\u6216\u8005\u66f4\u5e7f\u6cdb\u5730\u8bf4\uff0c\u4f9d\u8d56\u4e8e\u5f00\u53d1\u8005\uff0c\u90a3\u4e48\u672c\u6587\u7684\u5185\u5bb9\u5e94\u8be5\u4f1a\u8ba9\u60a8\u611f\u5174\u8da3\u3002 \u5b83\u63d0\u4f9b\u4e86\u5f88\u591a\u96be\u4ee5\u4ece\u5176\u4ed6\u6765\u6e90\u83b7\u5f97\u7684\u6d1e\u5bdf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2025 \u5e74\u7684\u5173\u952e Python \u8d8b\u52bf<\/h2>\n\n\n\n<p>\u6211\u4eec\u6765\u6839\u636e Python \u8c03\u67e5\u7ed3\u679c\u6df1\u5165\u63a2\u7a76\u6700\u91cd\u8981\u7684\u8d8b\u52bf\u3002&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"787\" height=\"1600\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/image-14.png\" alt=\"2025 \u5e74\u7684\u5173\u952e Python \u8d8b\u52bf\" class=\"wp-image-591587\"\/><\/figure>\n\n\n                    <div class=\"alert \">\n            <p><strong>Note:<\/strong> 2025 \u5e74 Python \u73b0\u72b6<br \/>\r\n\u57fa\u4e8e 30,000 \u591a\u540d Python \u5f00\u53d1\u8005\u7684\u8c03\u67e5\u56de\u590d\u3002<br \/>\r\n<br \/>\r\n* 50% \u7684 Python \u5f00\u53d1\u8005\u62e5\u6709\u4e0d\u5230 2 \u5e74\u7684\u4e13\u4e1a\u7ecf\u9a8c<br \/>\r\n* 51% \u4f7f\u7528 Python \u8fdb\u884c\u6570\u636e\u63a2\u7d22\u548c\u5904\u7406<br \/>\r\n* 46% \u4f7f\u7528 Python \u8fdb\u884c Web \u5f00\u53d1<br \/>\r\n* FastAPI \u7684\u4f7f\u7528\u7387\u5728\u4e00\u5e74\u5185\u4ece 29% \u589e\u957f\u5230 38%<br \/>\r\n* 83% \u4ecd\u5728\u8fd0\u884c\u65e7\u7248 Python<br \/>\r\n* \u4e09\u5206\u4e4b\u4e00\u4e3a\u5f00\u6e90\u8f6f\u4ef6\u505a\u51fa\u8d21\u732e\uff1a<br \/>\r\n\u2714\ufe0f 78% \u7f16\u5199\u4ee3\u7801<br \/>\r\n\u2714\ufe0f 40% \u7f16\u5199\u6587\u6863<br \/>\r\n* Web \u670d\u52a1\u5668\u6b63\u5728\u8f6c\u5411\u5f02\u6b65\u548c\u57fa\u4e8e Rust \u7684\u5de5\u5177<br \/>\r\n<br \/>\r\nPython \u7684\u53d1\u5c55\u65b9\u5411\u662f\u4ec0\u4e48\uff1f<br \/>\r\n* 69% \u8ba1\u5212\u5c1d\u8bd5 AI \u7f16\u7801\u667a\u80fd\u4f53\u3002 \u667a\u80fd\u4f53\u5316 AI \u7684\u91c7\u7528\u5c06\u5feb\u901f\u589e\u957f<br \/>\r\n* \u5e76\u884c\u7ebf\u7a0b\u5904\u7406\u5373\u5c06\u5728 Python 3.14 \u4e2d\u63a8\u51fa\u3002 \u5f02\u6b65\u3001\u7b49\u5f85\u548c\u7ebf\u7a0b\u5904\u7406\u81f3\u5173\u91cd\u8981<br \/>\r\n* GUI \u548c\u79fb\u52a8\u5f00\u53d1\u6b63\u5728\u84ec\u52c3\u53d1\u5c55<br \/>\r\n<br \/>\r\n2025 \u5e74\u7684\u53ef\u884c\u60f3\u6cd5<br \/>\r\n\u2714\ufe0f \u5c1d\u8bd5\u667a\u80fd\u4f53\u5316 AI \u63d0\u9ad8\u5de5\u4f5c\u6548\u7387<br \/>\r\n\u2714\ufe0f \u5b66\u4e60 uv \u5b9e\u73b0\u66f4\u5feb\u7684\u8f6f\u4ef6\u5305\u7ba1\u7406<br \/>\r\n\u2714\ufe0f \u4f7f\u5185\u5bb9\u548c\u5de5\u5177\u9002\u5408\u521d\u5b66\u8005<br \/>\r\n<br \/>\r\nPython \u5f00\u53d1\u8005\u8c03\u67e5\u662f Python Software Foundation \u548c JetBrains PyCharm \u5171\u540c\u5f00\u5c55\u7684\u4e00\u9879\u6d3b\u52a8\u3002<\/p>\n        <\/div>\n    \n\n\n\n\n\n\n<p>\u5728\u63a2\u7d22\u8fd9\u4e9b\u6d1e\u5bdf\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4e3a\u9879\u76ee\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u53ef\u4ee5\u5e26\u6765\u5f88\u5927\u7684\u5e2e\u52a9\u3002 \u514d\u8d39\u8bd5\u7528 PyCharm\uff0c\u5728\u4e00\u4e2a\u5f3a\u5927\u7684 Python IDE \u4e2d\u638c\u63e1\u6570\u636e\u79d1\u5b66\u3001ML\/AI \u5de5\u4f5c\u6d41\u548c Web \u5f00\u53d1\u6240\u9700\u7684\u4e00\u5207\u3002<\/p>\n\n\n    <div class=\"buttons\">\n        <div class=\"buttons__row\">\n                                                <a href=\"https:\/\/www.jetbrains.com.cn\/pycharm\/\" class=\"btn\" target=\"\" rel=\"noopener\">\u514d\u8d39\u5c1d\u8bd5 PyCharm<\/a>\n                                                    <\/div>\n    <\/div>\n\n\n\n\n\n\n\n<h3 class=\"wp-block-heading\">Python \u4eba\u7528 Python<\/h3>\n\n\n\n<p>\u6211\u4eec\u5148\u6765\u8c08\u8c08 Python \u5bf9\u4e8e\u5b83\u7684\u4f7f\u7528\u8005\u6765\u8bf4\u6709\u591a\u91cd\u8981\u3002 Python \u4eba\u4e3b\u8981\u4f7f\u7528 Python\u3002 \u8fd9\u542c\u8d77\u6765\u50cf\u4e00\u53e5\u5e9f\u8bdd\u3002 \u4e0d\u8fc7\uff0c\u5f00\u53d1\u8005\u4f7f\u7528\u7684\u8bb8\u591a\u8bed\u8a00\u5e76\u4e0d\u662f\u4ed6\u4eec\u7684\u4e3b\u8981\u8bed\u8a00\u3002 \u4f8b\u5982\uff0cWeb \u5f00\u53d1\u8005\u53ef\u80fd\u4e3b\u8981\u4f7f\u7528 Python\u3001C# \u6216 Java\uff0c\u4f46\u4e5f\u4f1a\u4f7f\u7528 CSS\u3001HTML \u751a\u81f3 JavaScript\u3002<\/p>\n\n\n\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u4e3b\u8981\u4f7f\u7528 Node.js \u6216 Deno \u7684\u5f00\u53d1\u8005\u867d\u7136\u4e5f\u4f7f\u7528 JavaScript\uff0c\u4f46\u4e0d\u662f\u628a\u5b83\u4f5c\u4e3a\u4e3b\u8981\u8bed\u8a00\u3002<\/p>\n\n\n\n<p>\u8c03\u67e5\u663e\u793a\uff0c<strong>86% \u7684\u53d7\u8bbf\u8005\u4f7f\u7528 Python \u4f5c\u4e3a\u7f16\u5199\u8ba1\u7b97\u673a\u7a0b\u5e8f\u3001\u6784\u5efa\u5e94\u7528\u7a0b\u5e8f\u3001\u521b\u5efa API \u7b49\u4efb\u52a1\u7684\u4e3b\u8981\u8bed\u8a00<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"2000\" height=\"1301\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/Python-.png\" alt=\"\" class=\"wp-image-605694\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u6211\u4eec\u5927\u591a\u662f\u65b0\u7a0b\u5e8f\u5458<\/h3>\n\n\n\n<p>\u5bf9\u4e8e\u957f\u671f\u4ece\u4e8b\u7f16\u7a0b\u7684\u4eba\u6765\u8bf4 \u2013 \u5305\u62ec\u6211\u81ea\u5df1\uff0c\u6211\u5df2\u7ecf\u7f16\u5199\u4ee3\u7801\u5c06\u8fd1 30 \u5e74\u4e86 \u2013 \u5f88\u5bb9\u6613\u8ba4\u4e3a\u4e1a\u5185\u5927\u591a\u6570\u4eba\u90fd\u5177\u5907\u76f8\u5f53\u4e30\u5bcc\u7684\u7ecf\u9a8c\u3002 \u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u5408\u7406\u7684\u5047\u8bbe\u3002 \u5728\u4f1a\u8bae\u4e0a\uff0c\u60a8\u548c\u6709 10 \u5e74\u6216 20 \u5e74\u7f16\u7a0b\u7ecf\u9a8c\u7684\u4eba\u4ea4\u6d41\uff1b \u5728\u60a8\u7684\u540c\u4e8b\u4e2d\uff0c\u8bb8\u591a\u4eba\u5df2\u7ecf\u4f7f\u7528 Python \u5e76\u7f16\u7a0b\u5f88\u957f\u65f6\u95f4\u3002<\/p>\n\n\n\n<p>\u4f46\u8fd9\u5e76\u4e0d\u662f Python \u751f\u6001\u7cfb\u7edf\u7684\u5168\u8c8c\u3002<\/p>\n\n\n\n<p>\u6b63\u597d\u6709 50% \u7684\u53d7\u8bbf\u8005\u62e5\u6709\u4e0d\u5230\u4e24\u5e74\u7684\u4e13\u4e1a\u7f16\u7801\u7ecf\u9a8c\uff01 39% \u4f7f\u7528 Python \u7684\u7ecf\u9a8c\u4e0d\u8db3\u4e24\u5e74\uff08\u5373\u4f7f\u7b97\u4e0a\u4e1a\u4f59\u7231\u597d\u6216\u6559\u80b2\u73af\u5883\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"2000\" height=\"1536\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/unnamed-file.png\" alt=\"\" class=\"wp-image-605706\"\/><\/figure>\n\n\n\n<p>\u8fd9\u4e00\u7ed3\u679c\u518d\u6b21\u8bc1\u660e\uff0cPython \u662f\u804c\u4e1a\u751f\u6daf\u521d\u671f\u4eba\u58eb\u7684\u7406\u60f3\u8bed\u8a00\u3002 \u7b80\u6d01\uff08\u4f46\u4e0d\u8fc7\u5206\u7b80\u5355\uff09\u7684\u8bed\u6cd5\u548c\u6613\u4e8e\u4e0a\u624b\u7684\u7279\u6027\u65e2\u80fd\u5438\u5f15\u65b0\u4eba\u7a0b\u5e8f\u5458\uff0c\u540c\u65f6\u4e5f\u53d7\u5230\u8d44\u6df1\u7a0b\u5e8f\u5458\u7684\u9752\u7750\u3002 \u6211\u4eec\u4e2d\u7684\u8bb8\u591a\u4eba\u90fd\u70ed\u7231\u7f16\u7a0b\u548c Python\uff0c\u5e76\u4e50\u4e8e\u4e0e\u793e\u533a\u7684\u65b0\u6210\u5458\u5206\u4eab\u3002<\/p>\n\n\n\n<p>\u4e0d\u8fc7\uff0c\u8fd9\u8868\u660e\u6211\u4eec\u5728\u4e3a\u793e\u533a\u521b\u4f5c\u5185\u5bb9\u65f6\u5e94\u8be5\u8003\u8651\u8fd9\u4e9b\u53d7\u4f17\u3002 \u5982\u679c\u60a8\u5236\u4f5c\u6559\u7a0b\u6216\u89c6\u9891\u6f14\u793a\uff0c\u8bf7\u4e0d\u8981\u7701\u7565\u80fd\u5e2e\u52a9\u65b0\u624b\u5165\u95e8\u7684\u6b65\u9aa4\u3002 \u4f8b\u5982\uff0c\u4e0d\u8981\u53ea\u662f\u544a\u8bc9\u4ed6\u4eec\u5b89\u88c5\u8f6f\u4ef6\u5305\uff0c \u800c\u662f\u544a\u8bc9\u4ed6\u4eec\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u865a\u62df\u73af\u5883\uff0c\u5e76\u5c55\u793a\u521b\u5efa\u548c\u6fc0\u6d3b\u65b9\u6cd5\uff0c \u6307\u5bfc\u4ed6\u4eec\u5c06\u8f6f\u4ef6\u5305\u5b89\u88c5\u5230\u865a\u62df\u73af\u5883\u4e2d\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u60a8\u662f JetBrains \u8fd9\u6837\u7684\u5de5\u5177\u4f9b\u5e94\u5546\uff0c\u60a8\u4e00\u5b9a\u9700\u8981\u8bb0\u4f4f\uff0c\u8bb8\u591a\u7528\u6237\u5bf9\u4e8e\u7f16\u7a0b\u548c Python \u672c\u8eab\u90fd\u8fd8\u6bd4\u8f83\u964c\u751f\u3002 \u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u60a8\u5e94\u8be5\u5ffd\u7565\u9ad8\u7ea7\u529f\u80fd\u6216\u7b80\u5316\u4ea7\u54c1\uff0c\u4f46\u4e5f\u4e0d\u8981\u8ba9\u521d\u5b66\u8005\u96be\u4ee5\u9002\u5e94\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6570\u636e\u79d1\u5b66\u73b0\u5728\u5360 Python \u4f7f\u7528\u7684\u4e00\u534a\u4ee5\u4e0a<\/h3>\n\n\n\n<p>\u4eca\u5e74\uff0c51% \u7684\u53d7\u8bbf Python \u5f00\u53d1\u8005\u53c2\u4e0e\u6570\u636e\u63a2\u7d22\u548c\u5904\u7406\uff0c\u4e3b\u8981\u4f7f\u7528 pandas \u548c NumPy\u3002<\/p>\n\n\n\n<p>\u6211\u4eec Python \u6280\u672f\u5708\u4e2d\u6709\u8bb8\u591a\u4eba\u63d0\u8d77\u8fc7 Python \u7684\u4e09\u90e8\u5206\uff1a\u4e09\u5206\u4e4b\u4e00\u662f Web \u5f00\u53d1\uff0c\u4e09\u5206\u4e4b\u4e00\u662f\u6570\u636e\u79d1\u5b66\u548c\u7eaf\u79d1\u5b66\uff0c\u8fd8\u6709\u4e09\u5206\u4e4b\u4e00\u662f\u901a\u7528\u7528\u9014\u3002<\/p>\n\n\n\n<p>\u9274\u4e8e Python \u4e2d\u4e00\u4e2a\u90e8\u5206\u7684\u5360\u6bd4\u5df2\u7ecf\u8fdc\u8d85\u5176\u4f59\u4e24\u90e8\u4efd\uff0c\u6211\u4eec\u73b0\u5728\u9700\u8981\u91cd\u65b0\u5ba1\u89c6\u8fd9\u4e00\u5b9a\u4f4d\u3002<\/p>\n\n\n\n<p>\u8fd9\u65e2\u8981\u8003\u8651\u5f53\u524d\u4eba\u4eec\u5bf9\u6570\u636e\u548c AI \u9886\u57df\u5174\u8da3\u5927\u589e\u7684\u80cc\u666f\uff0c\u4e5f\u8981\u8003\u8651\u8be5\u9886\u57df\u76f8\u5173\u5de5\u5177\u7684\u7206\u70b8\u5f0f\u53d1\u5c55\u3002 \u6211\u4eec\u6709\u50cf Polars \u8fd9\u6837\u7684\u6570\u636e\u5904\u7406\u5de5\u5177\u3001\u50cf Marimo \u8fd9\u6837\u7684 Notebook \u4f7f\u7528\u65b9\u5f0f\uff0c\u4ee5\u53ca\u5927\u91cf\u7528\u4e8e\u5904\u7406 LLM\u3001\u89c6\u89c9\u6a21\u578b\u548c\u667a\u80fd\u4f53\u7684\u4eba\u6027\u5316\u8f6f\u4ef6\u5305\uff08\u4f8b\u5982 Transformers\u3001Diffusers\u3001smolagents\u3001LangChain\/LangGraph\u3001LlamaIndex\uff09\u3002<\/p>\n\n\n\n<p><strong>Python \u7684\u91cd\u5fc3\u786e\u5b9e\u8fdb\u4e00\u6b65\u5411\u6570\u636e\/AI \u503e\u659c<\/strong>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5c3d\u7ba1\u65b0\u7248\u672c\u6709\u8bb8\u591a\u4f18\u52bf\uff0c\u4f46\u5927\u591a\u6570\u4eba\u4ecd\u5728\u4f7f\u7528\u65e7\u7248 Python<\/strong>&nbsp;<\/h3>\n\n\n\n<p>\u8c03\u67e5\u663e\u793a\u4e86 Python \u8fd0\u884c\u65f6\u6700\u65b0\u7248\u548c\u65e7\u7248\u7684\u5206\u5e03\u60c5\u51b5\u3002 \u6211\u4eec\u4e2d\u7684\u8bb8\u591a\u4eba (15%) \u4f7f\u7528\u6700\u65b0\u53d1\u5e03\u7684 Python \u7248\u672c\uff0c\u4f46\u66f4\u6709\u53ef\u80fd\u7684\u662f\uff0c<strong>\u6211\u4eec\u4f7f\u7528\u7684\u662f\u4e00\u5e74\u524d\u6216\u66f4\u65e9\u7684\u7248\u672c (83%)<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"2000\" height=\"1906\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/Python--1.png\" alt=\"\" class=\"wp-image-605718\"\/><\/figure>\n\n\n\n<p>\u8c03\u67e5\u8fd8\u8868\u660e\uff0c\u6211\u4eec\u4e2d\u6709\u5f88\u591a\u4eba\u6b63\u5728\u4f7f\u7528 Docker \u548c\u5bb9\u5668\u6765\u6267\u884c\u4ee3\u7801\uff0c\u8fd9\u4f7f 83% \u6216\u66f4\u9ad8\u7684\u6570\u5b57\u66f4\u4ee4\u4eba\u60ca\u8bb6\u3002 \u4f7f\u7528\u5bb9\u5668\u65f6\uff0c\u53ea\u9700\u8981\u9009\u62e9\u5bb9\u5668\u4e2d\u6700\u65b0\u7248\u672c\u7684 Python\u3002 \u4e00\u5207\u90fd\u662f\u9694\u79bb\u7684\uff0c\u60a8\u65e0\u9700\u62c5\u5fc3\u5b83\u4e0e\u7cfb\u7edf\u5176\u4f59\u90e8\u5206\uff08\u4f8b\u5982 Linux \u7684\u7cfb\u7edf Python\uff09\u7684\u4ea4\u4e92\u3002 \u6211\u4eec\u5e94\u8be5\u770b\u5230\u5bb9\u5668\u5316\u63d0\u4f9b\u66f4\u591a\u7684\u7075\u6d3b\u6027\uff0c\u5e76\u7b80\u5316\u6211\u4eec\u5411\u6700\u65b0\u7248\u672c Python \u7684\u8fc7\u6e21\u3002<\/p>\n\n\n\n<p>\u90a3\u4e3a\u4ec0\u4e48\u8fd8\u6709\u4eba\u6ca1\u66f4\u65b0\u5230\u6700\u65b0\u7248\u672c\u7684 Python \u5462\uff1f \u8c03\u67e5\u7ed3\u679c\u7ed9\u51fa\u4e86\u4e24\u4e2a\u4e3b\u8981\u539f\u56e0\u3002<\/p>\n\n\n\n<ol>\n<li>\u6211\u6b63\u5728\u4f7f\u7528\u7684\u7248\u672c\u80fd\u6ee1\u8db3\u6211\u7684\u6240\u6709\u9700\u6c42 (53%)<\/li>\n\n\n\n<li>\u6211\u6ca1\u6709\u65f6\u95f4\u66f4\u65b0 (25%)<\/li>\n<\/ol>\n\n\n\n<p>83% \u4f7f\u7528\u65e7\u7248\u672c Python \u7684\u5f00\u53d1\u8005\u53ef\u80fd\u9519\u8fc7\u7684\u4e1c\u897f\u6bd4\u4ed6\u4eec\u610f\u8bc6\u5230\u7684\u8981\u591a\u5f97\u591a\u3002 \u8fd9\u4e0d\u4ec5\u4ec5\u662f\u56e0\u4e3a\u65e7\u7248\u672c\u7f3a\u5c11\u8bed\u8a00\u529f\u80fd\uff0c\u4f8b\u5982 <code>except<\/code> \u5173\u952e\u5b57\uff0c\u6216\u8005\u7f3a\u5c11\u5bf9\u6807\u51c6\u5e93\u7684\u5fae\u5c0f\u6539\u8fdb\uff0c\u4f8b\u5982 <code>tomllib<\/code>\u3002 <strong>Python 3.11\u30013.12 \u548c 3.13 \u90fd\u5305\u542b\u663e\u8457\u7684\u6027\u80fd\u63d0\u5347<\/strong>\uff0c\u5373\u5c06\u63a8\u51fa\u7684 3.14 \u8fd8\u5c06\u5e26\u6765\u66f4\u591a\u6539\u8fdb\u3002<\/p>\n\n\n\n<p>\u6700\u68d2\u7684\u662f\uff0c\u60a8\u4e0d\u9700\u8981\u66f4\u6539\u4ee3\u7801\u5373\u53ef\u4eab\u53d7\u8fd9\u4e9b\u4f18\u52bf\u3002 \u53ea\u8981\u9009\u62e9\u4e00\u4e2a\u8f83\u65b0\u7684\u8fd0\u884c\u65f6\uff0c\u60a8\u7684\u4ee3\u7801\u5c31\u4f1a\u8fd0\u884c\u5f97\u66f4\u5feb\u3002 CPython \u5728\u5411\u540e\u517c\u5bb9\u6027\u65b9\u9762\u975e\u5e38\u51fa\u8272\u3002 \u5347\u7ea7\u901a\u5e38\u4e0d\u9700\u8981\u82b1\u8d39\u5927\u91cf\u7cbe\u529b\u3002 \u6211\u4eec\u6765\u770b\u4e00\u4e9b\u6570\u5b57\u3002<\/p>\n\n\n\n<p><strong>\u76ee\u524d\u6709 48% \u7684\u4eba\u6b63\u5728\u4f7f\u7528 Python 3.11\u3002 <\/strong>\u5347\u7ea7\u5230 3.13\u540e\uff0c\u4ed6\u4eec\u4ee3\u7801\u7684\u7aef\u5230\u7aef\u8fd0\u884c\u901f\u5ea6\u5c06<strong>\u63d0\u5347\u7ea6 11%<\/strong>\uff0c\u540c\u65f6\u5185\u5b58\u4f7f\u7528\u91cf\u5c06<strong>\u51cf\u5c11\u7ea6 10-15%<\/strong>\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u4ecd\u5728\u4f7f\u7528 <strong>3.10 \u6216\u66f4\u4f4e\u7248\u672c<\/strong>\u7684 27% \u7684\u7528\u6237\uff0c\u4ed6\u4eec\u7684\u4ee3\u7801\u901f\u5ea6\u5c06<strong>\u5927\u5e45\u63d0\u5347\u7ea6 42%<\/strong>\uff08\u65e0\u9700\u66f4\u6539\u4ee3\u7801\uff09\uff0c\u5185\u5b58\u4f7f\u7528\u91cf\u5219\u53ef\u4ee5<strong>\u51cf\u5c11\u7ea6 20-30%<\/strong>\uff01<\/p>\n\n\n\n<p>\u4e0d\u8fc7\uff0c\u8fd9\u4e9b\u7528\u6237\u53ef\u80fd\u4ecd\u7136\u4f1a\u8bf4\u201c\u8fd9\u5bf9\u6211\u4eec\u6765\u8bf4\u5df2\u7ecf\u8db3\u591f\u5feb\u4e86\uff0c \u6211\u4eec\u6ca1\u6709\u90a3\u4e48\u591a\u6d41\u91cf\u201d\u4e4b\u7c7b\u7684\u8bdd\u3002 \u4f46\u5982\u679c\u4ed6\u4eec\u4e0e\u5927\u591a\u6570\u4e2d\u5927\u578b\u4f01\u4e1a\u7c7b\u4f3c\uff0c\u8fd9\u5c06\u9020\u6210\u4e91\u8ba1\u7b97\u6210\u672c\u7684\u5de8\u5927\u6d6a\u8d39\uff08\u4e5f\u4f1a\u56e0\u6d6a\u8d39\u80fd\u6e90\u800c\u5371\u5bb3\u73af\u5883\uff09\u3002<\/p>\n\n\n\n<p>\u7814\u7a76\u663e\u793a\u4e86\u4e00\u4e9b\u5173\u4e8e\u4e91\u8ba1\u7b97\u7684\u4f30\u8ba1\u503c\uff08\u7279\u522b\u662f\u57fa\u4e8e\u8ba1\u7b97\u7684\u4f30\u8ba1\u503c\uff09\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u4e2d\u578b\u5e02\u573a\/\u4e2d\u578b\u4f01\u4e1a<\/strong>\n<ul>\n<li>\u5e74\u5ea6 AWS \u603b\u8d39\u7528\uff08\u4e2d\u4f4d\u6570\uff09\uff1a\u6bcf\u5e74\u7ea6 230 \u4e07\u7f8e\u5143 (<a href=\"https:\/\/www.vendr.com\/marketplace\/aws\" target=\"_blank\" rel=\"noopener\">vendr.com<\/a>)<\/li>\n\n\n\n<li>EC2\uff08\u8ba1\u7b97\u5b9e\u4f8b\uff09\u4efd\u989d\uff08\u7ea6\u5360\u8d39\u7528\u7684 50-70%\uff09\uff1a\u6bcf\u5e74 115 \u4e07\u81f3 160 \u4e07\u7f8e\u5143 <a href=\"https:\/\/www.cloudlaya.com\/blog\/the-real-cost-of-ec2-instance\/\" target=\"_blank\" rel=\"noopener\">(cloudlaya.com<\/a>)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5927\u578b\u4f01\u4e1a<\/strong>\n<ul>\n<li>\u5e74\u5ea6 AWS \u603b\u8d39\u7528\uff1a\u6bcf\u5e74\u7ea6 2400 \u4e07\u81f3 3600 \u4e07\u7f8e\u5143\uff08\u5373\u6bcf\u6708 200 \u4e07\u81f3 300 \u4e07\u7f8e\u5143\uff09<a href=\"https:\/\/www.reddit.com\/r\/aws\/comments\/1b6r50v\/ballpark_how_much_is_your_total_spend_on_aws\/\" target=\"_blank\" rel=\"noopener\">(reddit.com<\/a>)<\/li>\n\n\n\n<li>EC2 \u4efd\u989d\uff08\u7ea6 50-70%\uff09\uff1a\u6bcf\u5e74 1200 \u4e07\u81f3 2500 \u4e07\u7f8e\u5143 <a href=\"https:\/\/www.cloudlaya.com\/blog\/the-real-cost-of-ec2-instance\/\" target=\"_blank\" rel=\"noopener\">(cloudlaya.com<\/a>)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u5047\u8bbe\u4ed6\u4eec\u8fd0\u884c\u7684\u662f Python 3.10\uff0c\u5206\u522b\u53ef\u80fd\u8282\u7701 <strong>42 \u4e07\u7f8e\u5143<\/strong>\u548c <strong>560 \u4e07\u7f8e\u5143<\/strong>\uff08\u6309 EC2 \u6210\u672c\u7684 30% \u8ba1\u7b97\uff09\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u516c\u53f8\u53d1\u73b0\u56e0\u4e3a\u60a8\u6ca1\u62bd\u51fa\u65f6\u95f4\u5347\u7ea7\uff0c\u5bfc\u81f4\u6bcf\u5e74\u8981\u591a\u652f\u51fa 40 \u4e07\u81f3 500 \u4e07\u7f8e\u5143\u7684\u8d39\u7528\uff0c\u90a3\u4e48\u4e00\u5b9a\u4f1a\u6709\u573a\u8270\u96be\u7684\u8c08\u8bdd\u3002<\/p>\n\n\n\n<p>\u629b\u5f00\u8d22\u52a1\u548c\u73af\u5883\u4e0d\u8c08\uff0c\u63a5\u53d7\u6700\u65b0\u7684\u8bed\u8a00\u529f\u80fd\u5e76\u4e0e\u6838\u5fc3\u5f00\u53d1\u8005\u7684\u91cd\u8981\u5de5\u4f5c\u4fdd\u6301\u540c\u6b65\u771f\u7684\u5f88\u68d2\u3002 <strong>\u670b\u53cb\u4eec\uff0c\u8bf7\u4f18\u5148\u8003\u8651\u5347\u7ea7<\/strong><strong><\/strong>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python Web \u5f00\u53d1\u7684\u590d\u5174<\/h3>\n\n\n\n<p>\u8fd1\u5e74\u6765\uff0c\u6211\u4eec\u542c\u8bf4 Python \u9886\u57df\u5185 Web \u5f00\u53d1\u7684\u91cd\u8981\u6027\u6b63\u5728\u4e0b\u964d\u3002 \u8fd9\u91cc\u53ef\u80fd\u6709\u4e24\u79cd\u5f3a\u5927\u7684\u529b\u91cf\u5728\u8d77\u4f5c\u7528\uff1a1) \u968f\u7740\u8d8a\u6765\u8d8a\u591a\u7684\u6570\u636e\u79d1\u5b66\u548c\u4e13\u6ce8\u4e8e AI \u7684\u4eba\u5458\u8f6c\u5411 Python\uff0c\u76f8\u5bf9\u7a33\u5b9a\u7684 Web \u5f00\u53d1\u8005\u6570\u91cf\u6240\u5360\u7684\u6bd4\u4f8b\u964d\u4f4e\uff0c2) Web \u4ecd\u7136\u4ee5\u524d\u7aef\u4e3a\u4e2d\u5fc3\uff0c\u5e76\u4e14\u5728\u6d4f\u89c8\u5668\u4e2d\u7684 Python \u6210\u4e3a\u73b0\u5b9e\u4e4b\u524d\uff0cWeb \u5f00\u53d1\u8005\u53ef\u80fd\u4f1a\u66f4\u503e\u5411\u4e8e\u4f7f\u7528 JavaScript\u3002<\/p>\n\n\n\n<p>\u4ece 2021 \u5e74\u81f3 2023 \u5e74\u7684\u6570\u636e\u6765\u770b\uff0c\u8fd9\u4e00\u8d8b\u52bf\u5728\u660e\u663e\u4e0b\u964d\uff1a45% \u2192 43% \u2192 42%\u3002 <strong>\u4f46\u4eca\u5e74\uff0cWeb \u53c8\u56de\u6765\u4e86<\/strong>\uff01 \u5728\u53d7\u8bbf\u8005\u4e2d\uff0c2024 \u5e74\u6709 46% \u4f7f\u7528 Python \u8fdb\u884c Web \u5f00\u53d1\u3002 \u4e3a\u4e86\u8fdb\u4e00\u6b65\u652f\u6301\u8fd9\u4e00\u5047\u8bbe\uff0c\u6211\u4eec\u53d1\u73b0 Web\u201c\u6b21\u8981\u201d\u8bed\u8a00\u4e5f\u76f8\u5e94\u589e\u52a0\uff0cHTML\/CSS \u7684\u4f7f\u7528\u7387\u63d0\u5347\u4e86 15%\uff0cJavaScript \u7684\u4f7f\u7528\u7387\u63d0\u5347\u4e86 14%\uff0cSQL \u7684\u4f7f\u7528\u7387\u63d0\u5347\u4e86 16%\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"2000\" height=\"1694\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/Python--2.png\" alt=\"\" class=\"wp-image-605729\"\/><\/figure>\n\n\n\n<p>Python Web \u6846\u67b6\u4e2d\u6700\u5927\u7684\u8d62\u5bb6\u662f FastAPI\uff0c\u5176\u4f7f\u7528\u7387\u4ece 29% \u8dc3\u5347\u81f3 38%\uff08\u589e\u52a0\u4e86 30%\uff09\u3002 \u867d\u7136\u6240\u6709\u4e3b\u8981\u6846\u67b6\u90fd\u5b9e\u73b0\u4e86\u540c\u6bd4\u589e\u957f\uff0c\u4f46 FastAPI \u8fd1 30% \u7684\u589e\u957f\u7387\u683c\u5916\u5f15\u4eba\u6ce8\u76ee\u3002 \u6211\u5bf9\u6b64\u53ea\u80fd\u505a\u4e00\u4e9b\u731c\u6d4b\u3002 \u5728\u6211\u770b\u6765\uff0cPython \u5728 Web \u9886\u57df\u7684\u98de\u8dc3\u53ef\u80fd\u90e8\u5206\u5f52\u56e0\u4e8e\u5927\u91cf\u65b0\u4eba\u6d8c\u5165 Python \u9886\u57df\u3002 \u5176\u4e2d\u8bb8\u591a\u4eba\u4ece\u4e8b ML\/AI\/\u6570\u636e\u79d1\u5b66\u65b9\u9762\u7684\u5de5\u4f5c\uff0c\u8fd9\u4e9b\u4eba\u901a\u5e38\u6ca1\u6709\u591a\u5e74\u4f7f\u7528 Flask \u6216 Django \u7684\u7ecf\u9a8c\u3002 \u4ed6\u4eec\u5f88\u53ef\u80fd\u4f1a\u9009\u62e9\u6700\u70ed\u95e8\u7684 Python Web \u6846\u67b6\uff0c\u800c\u76ee\u524d\u770b\u6765\uff0c\u8fd9\u4e2a\u6846\u67b6\u5c31\u662f FastAPI\u3002 \u4eba\u4eec\u5728 FastAPI API \u540e\u9762\u6258\u7ba1 ML \u6a21\u578b\u7684\u4f8b\u5b50\u6709\u5f88\u591a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"2000\" height=\"1694\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/Web-.png\" alt=\"\" class=\"wp-image-605740\"\/><\/figure>\n\n\n\n<p>\u8f6c\u5411\u5bf9\u5f02\u6b65\u53cb\u597d\u7684 Python Web \u6846\u67b6\u7684\u8d8b\u52bf\u4e5f\u4e00\u76f4\u5728\u6301\u7eed\u3002 \u5728 <em>Talk Python<\/em>\uff0c\u6211<a href=\"https:\/\/talkpython.fm\/blog\/posts\/talk-python-rewritten-in-quart-async-flask\/\" target=\"_blank\" rel=\"noopener\">\u7528\u5f02\u6b65 Flask \u91cd\u5199\u4e86\u6211\u4eec\u7684 Python Web \u5e94\u7528<\/a>\uff08\u5927\u7ea6 10,000 \u884c Python \u4ee3\u7801\uff09\u3002 Django \u4e00\u76f4\u5728\u7a33\u6b65\u6dfb\u52a0\u5f02\u6b65\u529f\u80fd\uff0c\u76ee\u524d\u5f02\u6b65\u652f\u6301\u5df2\u63a5\u8fd1\u5b8c\u6210\u3002 \u76ee\u524d\u5728 5.2 \u7248\u672c\u4e2d\uff0c\u5b83\u7684 DB \u5c42\u4ecd\u9700\u8fdb\u4e00\u6b65\u5b8c\u5584\uff0c\u4f46\u6b63\u5982\u56e2\u961f\u6240\u8bf4\uff1a\u201c\u6211\u4eec\u4ecd\u5728\u81f4\u529b\u4e8e\u4e3a ORM \u548c Django \u7684\u5176\u4ed6\u90e8\u5206\u63d0\u4f9b\u5f02\u6b65\u652f\u6301\u3002\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python Web \u670d\u52a1\u5668\u8f6c\u5411\u5f02\u6b65\u548c\u57fa\u4e8e Rust \u7684\u5de5\u5177<\/h3>\n\n\n\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u6258\u7ba1 Python Web \u5e94\u7528\u548c API \u7684\u751f\u4ea7\u5e94\u7528\u670d\u52a1\u5668\u4e5f\u5728\u53d1\u751f\u53d8\u5316\u3002 \u6211\u8ba4\u4e3a\u8fd9\u91cc\u6709\u4e24\u80a1\u529b\u91cf\u5728\u8d77\u4f5c\u7528\uff1a1) \u8f6c\u5411\u5f02\u6b65\u6846\u67b6\u9700\u8981\u5e94\u7528\u670d\u52a1\u5668\u652f\u6301 <a href=\"https:\/\/en.wikipedia.org\/wiki\/Asynchronous_Server_Gateway_Interface\" target=\"_blank\" rel=\"noopener\">ASGI<\/a> \u800c\u4e0d\u4ec5\u4ec5\u662f <a href=\"https:\/\/en.wikipedia.org\/wiki\/Web_Server_Gateway_Interface\" target=\"_blank\" rel=\"noopener\">WSGI<\/a>\uff1b2) Rust \u5728\u5feb\u901f\u6267\u884c Python \u4ee3\u7801\u65b9\u9762\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\uff08\u6211\u4eec\u7a0d\u540e\u4f1a\u6df1\u5165\u63a2\u8ba8\u8fd9\u4e00\u70b9\uff09\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u9886\u57df\u53bb\u5e74\u6700\u5927\u7684\u635f\u5931\u662f uWSGI \u7684\u5f7b\u5e95\u6d88\u4ea1\u3002 \u6211\u4eec\u751a\u81f3\u5236\u4f5c\u4e86\u4e00\u671f\u540d\u4e3a <em>We Must Replace uWSGI With Something Else<\/em> \u7684 <em>Python Bytes<\/em> \u64ad\u5ba2\uff0c\u5bf9\u8fd9\u4e00\u60c5\u51b5\u8fdb\u884c\u4e86\u8be6\u7ec6\u63a2\u8ba8\u3002&nbsp;<\/p>\n\n\n\n<p>\u6211\u4eec\u8fd8\u89c2\u5bdf\u5230\uff0cGunicorn \u4f7f\u7528\u80fd\u591f<a href=\"https:\/\/github.com\/encode\/uvicorn\/pull\/2183\" target=\"_blank\" rel=\"noopener\">\u72ec\u7acb\u8fd0\u884c<\/a>\u7684\u5f02\u6b65\u539f\u751f\u670d\u52a1\u5668\uff08\u4f8b\u5982 <a href=\"https:\/\/www.uvicorn.org\" target=\"_blank\" rel=\"noopener\">uvicorn<\/a> \u548c <a href=\"https:\/\/github.com\/pgjones\/hypercorn\" target=\"_blank\" rel=\"noopener\">Hypercorn<\/a>\uff09\u6765\u5904\u7406\u8f83\u5c11\u7684\u5f02\u6b65\u5de5\u4f5c\u8d1f\u8f7d\u3002 \u57fa\u4e8e Rust \u7684\u65b0\u670d\u52a1\u5668\uff08\u4f8b\u5982 <a href=\"https:\/\/github.com\/emmett-framework\/granian\" target=\"_blank\" rel=\"noopener\">Granian<\/a>\uff09\u4e5f\u79ef\u7d2f\u4e86\u4e00\u6279\u5fe0\u5b9e\u8ffd\u968f\u8005\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Rust \u662f\u6211\u4eec\u73b0\u5728\u52a0\u5feb Python \u7684\u65b9\u5f0f<\/h3>\n\n\n\n<p>\u8fc7\u53bb\u51e0\u5e74\uff0cRust \u5df2\u7ecf\u6210\u4e3a Python \u7684\u6027\u80fd\u4f34\u4fa3\u3002 2025 \u5e74 Python Language Summit <a href=\"https:\/\/pyfound.blogspot.com\/2025\/06\/python-language-summit-2025-what-do-core-developers-want-from-rust.html\" target=\"_blank\" rel=\"noopener\">\u663e\u793a<\/a>\uff0c\u201c\u5728\u65b0\u9879\u76ee\u4e0a\u4f20\u5230 PyPI \u7684\u6240\u6709\u539f\u751f\u4ee3\u7801\u4e2d\uff0c\u5927\u7ea6\u6709\u56db\u5206\u4e4b\u4e00\u5230\u4e09\u5206\u4e4b\u4e00\u4f7f\u7528\u4e86 Rust\u201d\uff0c\u8fd9\u8868\u660e\u201c\u4eba\u4eec\u6b63\u5728\u9009\u62e9\u4f7f\u7528 Rust \u542f\u52a8\u65b0\u9879\u76ee\u201d\u3002<\/p>\n\n\n\n<p>\u4ece\u8c03\u67e5\u7ed3\u679c\u6765\u770b\uff0c\u6211\u4eec\u53d1\u73b0\u5728 Python \u8f6f\u4ef6\u5305\u7684\u4e8c\u8fdb\u5236\u6269\u5c55\u7a0b\u5e8f\u4e2d\uff0cRust \u7684\u4f7f\u7528\u7387\u4ece 27% \u589e\u957f\u5230 33%\u3002&nbsp;&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"2000\" height=\"1616\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/Python--3.png\" alt=\"\" class=\"wp-image-605751\"\/><\/figure>\n\n\n\n<p>\u6211\u4eec\u53ef\u4ee5\u5728\u751f\u6001\u7cfb\u7edf\u4e2d\u89c2\u5bdf\u5230\u8fd9\u4e00\u70b9\uff0cPolars \u5728\u6570\u636e\u79d1\u5b66\u9886\u57df\u53d6\u5f97\u4e86\u6210\u529f\uff0cPydantic \u5219\u5728\u51e0\u4e4e\u6240\u6709\u5b66\u79d1\u9886\u57df\u90fd\u53d6\u5f97\u4e86\u6210\u529f\u3002 \u6211\u4eec\u751a\u81f3\u5728 Python \u5e94\u7528\u670d\u52a1\u5668\uff08\u4f8b\u5982\u8f83\u65b0\u7684 Granian\uff09\u4e2d\u4e5f\u80fd\u770b\u5230\u8fd9\u4e00\u70b9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7c7b\u578b\u5316 Python \u6b63\u5728\u83b7\u5f97\u66f4\u597d\u7684\u5de5\u5177<\/h3>\n\n\n\n<p>\u4eca\u5e74\u7684\u53e6\u4e00\u4e2a\u5173\u952e\u8d8b\u52bf\u662f\u7c7b\u578b\u5316 Python\u3002 \u60a8\u53ef\u80fd\u5df2\u7ecf\u5728\u51fd\u6570\u5b9a\u4e49\u4e2d\u770b\u5230\u8fc7 Python \u7c7b\u578b\u4fe1\u606f\uff0c\u4f8b\u5982\uff1a&nbsp;<\/p>\n\n\n\n<p><code>def add(x: int, y: int) -&gt; int: ...&nbsp;<\/code><\/p>\n\n\n\n<p>\u5b83\u4eec\u5df2\u7ecf\u5728 Python \u4e2d\u5b58\u5728\u4e00\u6bb5\u65f6\u95f4\u4e86\u3002 \u4e0d\u8fc7\uff0c\u4eba\u4eec\u6b63\u5728\u91cd\u65b0\u52aa\u529b\u4f7f\u7c7b\u578b\u5316 Python \u66f4\u52a0\u666e\u53ca\u548c\u5bbd\u5bb9\u3002 \u81ea\u7c7b\u578b\u5316\u65e9\u671f\u4ee5\u6765\uff0c\u6211\u4eec\u5c31\u6709 mypy \u4e4b\u7c7b\u7684\u5de5\u5177\uff0c\u4f46\u5176\u76ee\u6807\u66f4\u4fa7\u91cd\u4e8e\u5b9e\u73b0\u6574\u4e2a\u7a0b\u5e8f\u7684\u4e00\u81f4\u6027\u3002 \u8fc7\u53bb\u51e0\u4e2a\u6708\uff0c\u6211\u4eec\u5c31\u770b\u5230\u4e86\u4e24\u6b3e\u65b0\u7684\u9ad8\u6027\u80fd\u7c7b\u578b\u5316\u5de5\u5177\u53d1\u5e03\uff1a<\/p>\n\n\n\n<ul>\n<li>\u6765\u81ea Astral \u7684 <a href=\"https:\/\/github.com\/astral-sh\/ty\" target=\"_blank\" rel=\"noopener\">ty<\/a> \u2013 \u6781\u5feb\u7684 Python \u7c7b\u578b\u68c0\u67e5\u5668\u548c\u8bed\u8a00\u670d\u52a1\u5668\uff0c\u91c7\u7528 Rust \u7f16\u5199\u3002<\/li>\n\n\n\n<li>\u6765\u81ea Meta \u7684 <a href=\"https:\/\/pyrefly.org\" target=\"_blank\" rel=\"noopener\">Pyrefly<\/a> \u2013 \u66f4\u5feb\u7684 Python \u7c7b\u578b\u68c0\u67e5\u5668\uff0c\u91c7\u7528 Rust \u7f16\u5199\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5b83\u4eec\u90fd\u5728\u4e89\u76f8\u6210\u4e3a\u65b0\u4e00\u4ee3\u7c7b\u578b\u68c0\u67e5\u5de5\u5177\u3002 \u6b64\u5916\uff0c\u8fd9\u4e24\u79cd\u5de5\u5177\u90fd\u63d0\u4f9b\u4e86\u6781\u5feb\u7684\u8bed\u8a00\u670d\u52a1\u5668\u534f\u8bae (LSP)\u3002<\/p>\n\n\n\n<p>\u6ce8\u610f\u5230\u4ec0\u4e48\u76f8\u4f3c\u7684\u5730\u65b9\u4e86\u5417\uff1f \u5b83\u4eec\u90fd\u662f\u91c7\u7528 Rust \u7f16\u5199\uff0c\u8fd9\u8fdb\u4e00\u6b65\u5370\u8bc1\u4e86\u6b64\u524d\u201cRust \u5df2\u7ecf\u6210\u4e3a Python \u7684\u6027\u80fd\u4f34\u4fa3\u201d\u7684\u8bf4\u6cd5\u3002<\/p>\n\n\n\n<p>\u987a\u4fbf\u4e00\u63d0\uff0c\u5982\u679c\u60a8\u60f3\u6df1\u5165\u4e86\u89e3\uff0c\u51e0\u5468\u524d ty \u53d1\u5e03\u65f6<a href=\"https:\/\/talkpython.fm\/episodes\/show\/506\/ty-astrals-new-type-checker-formerly-red-knot\" target=\"_blank\" rel=\"noopener\">\u6211\u91c7\u8bbf\u4e86\u8fd9\u4e2a\u9879\u76ee\u7684\u56e2\u961f<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4ee3\u7801\u548c\u6587\u6863\u6784\u6210\u4e86\u5f00\u6e90\u8d21\u732e\u7684\u4e00\u5927\u90e8\u5206<\/h3>\n\n\n\n<p>\u4e3a\u5f00\u6e90\u505a\u51fa\u8d21\u732e\u7684\u65b9\u5f0f\u591a\u79cd\u591a\u6837\uff0c\u4e14\u5404\u5177\u7279\u8272\u3002 \u63d0\u5230\u8d21\u732e\u8005\uff0c\u5927\u591a\u6570\u4eba\u9996\u5148\u60f3\u5230\u7684\u53ef\u80fd\u662f\u7f16\u5199\u4ee3\u7801\u5e76\u4e3a\u9879\u76ee\u6dfb\u52a0\u65b0\u529f\u80fd\u7684\u4eba\u3002 \u4e0d\u8fc7\uff0c\u4e5f\u6709\u4e00\u4e9b\u4e0d\u592a\u660e\u663e\u4f46\u540c\u6837\u91cd\u8981\u7684\u8d21\u732e\u65b9\u5f0f\uff0c\u4f8b\u5982\u5728\u5ba1\u67e5\u62c9\u53d6\u8bf7\u6c42\u65f6\u5bf9\u95ee\u9898\u8fdb\u884c\u5206\u7c7b\u3002<\/p>\n\n\n\n<p>\u90a3\u4e48\uff0c\u793e\u533a\u4e2d\u6709\u591a\u5c11\u6210\u5458\u4e3a\u5f00\u6e90\u505a\u51fa\u4e86\u8d21\u732e\uff0c\u53c8\u662f\u901a\u8fc7\u54ea\u4e9b\u65b9\u5f0f\u505a\u51fa\u4e86\u8d21\u732e\uff1f<\/p>\n\n\n\n<p>\u8c03\u67e5\u663e\u793a\uff0c\u4e09\u5206\u4e4b\u4e00\u7684\u5f00\u53d1\u8005\u4e3a\u5f00\u6e90\u505a\u51fa\u4e86\u8d21\u732e\u3002 \u8fd9\u4e3b\u8981\u4f53\u73b0\u5728\u4ee3\u7801\u548c\u6587\u6863\/\u6559\u7a0b\u7684\u6dfb\u52a0\u4e0a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"2000\" height=\"1328\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/unnamed-file-1.png\" alt=\"\" class=\"wp-image-605773\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u6587\u6863\u4f4d\u4e8e\u7b2c\u4e00\u4f4d<\/h3>\n\n\n\n<p>\u4f5c\u4e3a\u5f00\u53d1\u8005\u6216\u6570\u636e\u79d1\u5b66\u5bb6\uff0c\u60a8\u901a\u5e38\u5728\u54ea\u91cc\u5b66\u4e60\uff1f \u53d7\u8bbf\u8005\u8868\u793a\uff0c\u6587\u6863\u4f4d\u4e8e\u7b2c\u4e00\u4f4d\u3002 \u5b66\u4e60\u8bed\u8a00\u548c\u5e93\u7684\u65b9\u5f0f\u6709\u5f88\u591a\uff0c\u4f46\u4eba\u4eec\u6700\u559c\u6b22\u6587\u6863\u3002 \u8fd9\u5bf9\u5f00\u6e90\u7ef4\u62a4\u8005\u6765\u8bf4\u662f\u4e2a\u597d\u6d88\u606f\u3002 \u8fd9\u8bf4\u660e\u6295\u5165\u5230\u6587\u6863\uff08\u548c\u5d4c\u5165\u5f0f\u6559\u7a0b\uff09\u4e2d\u7684\u52aa\u529b\u662f\u503c\u5f97\u7684\u3002 \u8fd9\u662f\u4e00\u79cd\u6e05\u6670\u76f4\u89c2\u7684\u65b9\u5f0f\uff0c\u80fd\u591f\u6539\u5584\u7528\u6237\u5bf9\u9879\u76ee\u7684\u4f53\u9a8c\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u8fd9\u4e0e\u6211\u548c\u7ecf\u9a8c\u4e30\u5bcc\u7684 Python \u5f00\u53d1\u8005\uff08\u5305\u62ec JetBrains \u7684 Paul Everitt\uff09\u5171\u540c\u53c2\u4e0e\u7684\u64ad\u5ba2\u5c0f\u7ec4\u8282\u76ee <a href=\"https:\/\/talkpython.fm\/episodes\/show\/504\/developer-trends-in-2025\" target=\"_blank\" rel=\"noopener\"><em>Developer Trends in 2025<\/em><\/a> \u7684\u5185\u5bb9\u76f8\u4e00\u81f4\u3002 \u5c0f\u7ec4\u6210\u5458\u4e00\u81f4\u8ba4\u4e3a\u6587\u6863\u4f4d\u4e8e\u7b2c\u4e00\u4f4d\uff0c\u5c3d\u7ba1\u8c03\u67e5\u7ed3\u679c\u663e\u793a YouTube \u7684\u6392\u540d\u8fdc\u9ad8\u4e8e\u5c0f\u7ec4\u6210\u5458\u7684\u9884\u671f\uff0c\u8fbe\u5230\u4e86 51%\u3002 \u8bf7\u8bb0\u4f4f\uff0c\u6211\u4eec\u7684\u793e\u533a\u6210\u5458\u5e73\u5747\u62e5\u6709 1-2 \u5e74\u7684\u7ecf\u9a8c\uff0c\u5176\u4e2d 45% \u7684\u6210\u5458\u5e74\u9f84\u4e0d\u5230 30 \u5c81\u3002<\/p>\n\n\n\n<p>\u4e00\u4e2a\u5f3a\u5927\u7684\u65b0\u664b\u529b\u91cf\u662f\u6211\u4eec\u90fd\u542c\u8bf4\u8fc7\uff08\u5e76\u4e14\u8bb8\u591a\u4eba\u90fd\u5728\u4f7f\u7528\uff09\u7684 AI \u5de5\u5177\u5957\u4ef6\u3002 AI \u5de5\u5177\u4f5c\u4e3a\u5b66\u4e60\u6765\u6e90\u7684\u6bd4\u4f8b\u4ece 19% \u589e\u957f\u5230 27%\uff08\u540c\u6bd4\u589e\u957f 42%\uff09\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Postgres \u662f Python \u5f00\u53d1\u8005\u7684\u6570\u636e\u5e93\u4e4b\u738b<\/h3>\n\n\n\n<p>\u5728\u88ab\u95ee\u53ca\u9009\u62e9\u54ea\u79cd\uff08\u54ea\u4e9b\uff09\u6570\u636e\u5e93\uff08\u5982\u679c\u6709\uff09\u65f6\uff0c\u7edd\u5927\u591a\u6570\u53d7\u8bbf\u8005\u90fd\u56de\u7b54\u4e86 PostgreSQL\u3002 PostgreSQL \u662f Python \u6570\u636e\u5e93\u4e4b\u738b\uff0c\u800c\u4e14\u5360\u6bd4\u8fd8\u5728\u589e\u957f\uff0c\u4ece 43% \u63d0\u5347\u81f3 49%\u3002 \u4e0e\u53bb\u5e74\u540c\u671f\u76f8\u6bd4\u589e\u957f\u4e86 14%\uff0c\u5bf9\u4e8e\u4e00\u4e2a\u5df2\u6709 28 \u5e74\u5386\u53f2\u7684\u5f00\u6e90\u9879\u76ee\u6765\u8bf4\uff0c\u8fd9\u662f\u4e2a\u4e86\u4e0d\u8d77\u7684\u6210\u7ee9\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"2000\" height=\"1518\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/unnamed-file-2.png\" alt=\"\" class=\"wp-image-605784\"\/><\/figure>\n\n\n\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u9664\u4e86 Postgres \u88ab\u5927\u91cf\u4f7f\u7528\u4e4b\u5916\uff0c\u6392\u540d\u524d\u516d\u7684\u6570\u636e\u5e93\u7684\u4f7f\u7528\u7387\u90fd\u5b9e\u73b0\u4e86\u540c\u6bd4\u589e\u957f\u3002 \u5982\u524d\u6587\u6240\u8ff0\uff0c\u8fd9\u5f88\u53ef\u80fd\u662f Web \u5f00\u53d1\u672c\u8eab\u518d\u6b21\u589e\u957f\u7684\u53e6\u4e00\u4e2a\u8ff9\u8c61\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u524d\u77bb\u6027\u8d8b\u52bf<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u667a\u80fd\u4f53\u5316 AI \u5c06\u5e26\u6765\u98a0\u8986\u6027\u53d8\u9769<\/h3>\n\n\n\n<p>\u6211\u7684\u7b2c\u4e00\u4e2a\u524d\u77bb\u6027\u8d8b\u52bf\u662f\u667a\u80fd\u4f53\u5316 AI \u5c06\u7ed9\u7f16\u7801\u5e26\u6765\u98a0\u8986\u6027\u53d8\u9769\u3002 \u667a\u80fd\u4f53\u5316 AI \u7ecf\u5e38\u88ab\u89c6\u4e3a\u5907\u53d7\u4e89\u8bae\u7684<a href=\"https:\/\/www.youtube.com\/watch?v=_2C2CNmK7dQ\" target=\"_blank\" rel=\"noopener\">\u51ed\u611f\u89c9\u7f16\u7801<\/a>\u7684\u5de5\u5177\u3002 \u4e0d\u8fc7\uff0c<strong>\u51ed\u611f\u89c9\u7f16\u7801\u63a9\u76d6\u4e86\u4e00\u4e2a\u4e8b\u5b9e\uff0c\u90a3\u5c31\u662f\u4e0e\u4f18\u79c0\u7684\u5de5\u7a0b\u5e08\u6216\u6570\u636e\u79d1\u5b66\u5bb6\u914d\u5408\u65f6\uff0c\u667a\u80fd\u4f53\u5316 AI \u5de5\u5177\u4f1a\u975e\u5e38\u9ad8\u6548<\/strong>\u3002<\/p>\n\n\n\n<p>PSF \u8c03\u67e5\u4e4b\u5916\u7684\u8c03\u67e5\u663e\u793a\uff0c2023 \u5e74\u7ea6 70% \u7684\u5f00\u53d1\u8005\u4f7f\u7528\u6216\u8ba1\u5212\u4f7f\u7528 AI \u7f16\u7801\u5de5\u5177\uff0c\u5230 2024 \u5e74\uff0c\u7ea6 44% \u7684\u4e13\u4e1a\u5f00\u53d1\u8005\u6bcf\u5929\u90fd\u4f1a\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u3002<\/p>\n\n\n\n<p>JetBrains \u7684\u300a2023 \u5f00\u53d1\u8005\u751f\u6001\u7cfb\u7edf\u73b0\u72b6\u300b\u62a5\u544a\u6307\u51fa\uff0c\u5728\u51e0\u5e74\u5185\uff0c\u201c\u57fa\u4e8e AI \u7684\u4ee3\u7801\u751f\u6210\u5de5\u5177\u4ece\u6709\u8da3\u7684\u7814\u7a76\u53d1\u5c55\u6210\u4e3a\u8bb8\u591a\u5f00\u53d1\u8005\u5de5\u5177\u7bb1\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u201d\u3002<em><\/em> \u5230 2025 \u5e74\uff0c\u6839\u636e\u300a2025 \u5f00\u53d1\u8005\u751f\u6001\u7cfb\u7edf\u73b0\u72b6\u300b\u8c03\u67e5\uff0c<strong>\u8fd1\u4e00\u534a\u7684\u53d7\u8bbf\u8005 (49%) \u8ba1\u5212\u5728\u672a\u6765\u4e00\u5e74\u5185\u5c1d\u8bd5 AI \u7f16\u7801\u667a\u80fd\u4f53<\/strong>\u3002<em><\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"2000\" height=\"1553\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/09\/AI-.png\" alt=\"\" class=\"wp-image-605795\"\/><\/figure>\n\n\n\n<p>\u5404\u5927\u79d1\u6280\u516c\u53f8\u7684\u7a0b\u5e8f\u7ecf\u7406\u8868\u793a\uff0c\u4ed6\u4eec\u51e0\u4e4e\u65e0\u6cd5\u96c7\u7528\u4e0d\u63a5\u53d7\u667a\u80fd\u4f53\u5316 AI \u7684\u5f00\u53d1\u8005\u3002 \u4f7f\u7528 AI \u548c\u4e0d\u4f7f\u7528 AI \u4e4b\u95f4\u7684\u6548\u7387\u5dee\u8ddd\u5b9e\u5728\u592a\u5927\u4e86\uff08\u4f30\u8ba1\u4f7f\u7528 AI \u540e\u6548\u7387\u4f1a\u63d0\u9ad8\u7ea6 30%\uff09\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><code>async<\/code>\u3001<code>await<\/code> \u548c\u7ebf\u7a0b\u5904\u7406\u6b63\u5728\u6210\u4e3a Python \u7684\u6838\u5fc3<\/h3>\n\n\n\n<p>\u672a\u6765\u5c06\u5145\u6ee1\u5e76\u53d1\u6027\u548c Python\u3002 \u6211\u4eec\u5df2\u7ecf\u8ba8\u8bba\u8fc7 Python Web \u6846\u67b6\u548c\u5e94\u7528\u670d\u52a1\u5668\u6b63\u8f6c\u5411\u5f02\u6b65\u6267\u884c\uff0c\u4f46\u8fd9\u4ec5\u4ec5\u662f\u66f4\u5927\u8d8b\u52bf\u7684\u4e00\u90e8\u5206\u3002<\/p>\n\n\n\n<p>Python 3.14 \u5c06\u662f\u9996\u4e2a\u5b8c\u5168\u652f\u6301\u81ea\u7531\u7ebf\u7a0b Python \u7684 Python \u7248\u672c\u3002 \u81ea\u7531\u7ebf\u7a0b Python \u662f Python \u8fd0\u884c\u65f6\u7684\u4e00\u4e2a\u7248\u672c\uff0c\u5b83\u4e0d\u4f7f\u7528 GIL\uff08\u5168\u5c40\u89e3\u91ca\u5668\u9501\uff09\uff0c\u6700\u521d\u4f5c\u4e3a\u5b9e\u9a8c\u6027\u529f\u80fd\u5728 CPython 3.13 \u4e2d\u63a8\u51fa\u3002<\/p>\n\n\n\n<p>\u5c31\u5728\u4e0a\u5468\uff0c\u6307\u5bfc\u59d4\u5458\u4f1a\u4e0e\u6838\u5fc3\u5f00\u53d1\u8005\u6b63\u5f0f\u63a5\u53d7\u5b83\u4f5c\u4e3a\u8bed\u8a00\u548c\u8fd0\u884c\u65f6\u7684\u6c38\u4e45\u7ec4\u6210\u90e8\u5206\u3002 \u8fd9\u5c06\u4ea7\u751f\u6df1\u8fdc\u7684\u5f71\u54cd\u3002 \u5f00\u53d1\u8005\u548c\u6570\u636e\u79d1\u5b66\u5bb6\u5fc5\u987b\u66f4\u52a0\u4ed4\u7ec6\u5730\u8003\u8651\u5e26\u6709\u9501\u3001\u7ade\u4e89\u6761\u4ef6\u7684\u7ebf\u7a0b\u4ee3\u7801\u4ee5\u53ca\u968f\u4e4b\u800c\u6765\u7684\u6027\u80fd\u4f18\u52bf\u3002 \u8f6f\u4ef6\u5305\u7ef4\u62a4\u8005\uff0c\u5c24\u5176\u662f\u5728\u5177\u6709\u539f\u751f\u4ee3\u7801\u6269\u5c55\u7684\u60c5\u51b5\u4e0b\uff0c\u53ef\u80fd\u9700\u8981\u91cd\u5199\u90e8\u5206\u4ee3\u7801\u4ee5\u652f\u6301\u81ea\u7531\u7ebf\u7a0b Python\uff0c\u4ece\u800c\u907f\u514d\u81ea\u8eab\u9677\u5165\u7ade\u4e89\u6761\u4ef6\u548c\u6b7b\u9501\u3002<\/p>\n\n\n\n<p>\u8fd9\u5176\u4e2d\u4e5f\u6709\u5f88\u5927\u7684\u597d\u5904\u3002 \u6211\u76ee\u524d\u6b63\u5728\u4f7f\u7528\u6700\u4fbf\u5b9c\u7684 Apple Mac Mini M4 \u64b0\u5199\u8fd9\u7bc7\u6587\u7ae0\u3002 \u8fd9\u53f0\u7535\u8111\u914d\u6709 10 \u4e2a CPU \u6838\u5fc3\u3002 \u8fd9\u610f\u5473\u7740\uff0c\u76f4\u5230\u6b64\u66f4\u6539\u5728 Python \u4e2d\u4f53\u73b0\u51fa\u6765\u4e4b\u524d\uff0c\u6211\u4ece\u5355\u4e2a Python \u8fdb\u7a0b\u4e2d\u80fd\u83b7\u5f97\u7684\u6700\u5927\u6027\u80fd\u662f\u673a\u5668\u5b9e\u9645\u6027\u80fd\u7684 10%\u3002 \u5728\u81ea\u7531\u7ebf\u7a0b Python \u5b8c\u5168\u878d\u5165\u751f\u6001\u7cfb\u7edf\u540e\uff0c\u6211\u5e94\u8be5\u80fd\u901a\u8fc7\u4f7f\u7528\u7ebf\u7a0b\u5904\u7406\u548c async \u4e0e await \u5173\u952e\u5b57\u7684\u6807\u51c6 Python \u7a0b\u5e8f\u66f4\u63a5\u8fd1\u6700\u5927\u6027\u80fd\u3002<\/p>\n\n\n\n<p><code>async<\/code> \u548c <code>await<\/code> \u5173\u952e\u5b57\u4e0d\u4ec5\u4ec5\u9002\u5408\u60f3\u8981\u7f16\u5199\u66f4\u591a\u5e76\u53d1\u4ee3\u7801\u7684 Web \u5f00\u53d1\u8005\u3002&nbsp; \u5b83\u6b63\u51fa\u73b0\u5728\u8d8a\u6765\u8d8a\u591a\u7684\u5730\u65b9\u3002 \u6211\u6700\u8fd1\u9047\u5230\u7684\u4e00\u4e2a\u6b64\u7c7b\u5de5\u5177\u662f <a href=\"https:\/\/temporal.io\" target=\"_blank\" rel=\"noopener\">Temporal<\/a>\u3002 \u8fd9\u6b3e\u7a0b\u5e8f\u5229\u7528\u4e86 asyncio \u4e8b\u4ef6\u5faa\u73af\uff0c\u4f46\u7528\u6301\u4e45\u7684\u8de8\u673a\u6267\u884c\u53d6\u4ee3\u4e86\u6807\u51c6\u7684\u5de7\u5999\u7ebf\u7a0b\u5904\u7406\u6280\u5de7\u3002 \u60a8\u53ef\u80fd\u53ea\u9700\u8981\u7b49\u5f85\u67d0\u4e9b\u64cd\u4f5c\uff0c\u800c\u5728\u540e\u53f0\uff0c\u60a8\u4f1a\u83b7\u5f97\u5728\u673a\u5668\u91cd\u542f\u540e\u4f9d\u7136\u53ef\u4ee5\u5b58\u5728\u7684\u6267\u884c\u3002 \u56e0\u6b64\uff0c\u968f\u7740\u8d8a\u6765\u8d8a\u591a\u7684\u5de5\u5177\u50cf Temporal \u4e00\u6837\u6709\u8da3\u5730\u4f7f\u7528\u5b83\uff0c\u7406\u89e3 <code>async<\/code> \u548c <code>await<\/code> \u5c06\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\u3002<\/p>\n\n\n\n<p>\u6211\u770b\u5230\u8fd9\u91cc\u4e0e Pydantic \u6709\u76f8\u4f3c\u4e4b\u5904\uff0c\u5b83\u8ba9\u8bb8\u591a\u4eba\u5bf9 Python \u7c7b\u578b\u4ea7\u751f\u4e86\u4ee5\u5f80\u66f4\u5927\u7684\u5174\u8da3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Python GUI \u548c\u79fb\u52a8\u7aef\u6b63\u5728\u5d1b\u8d77<\/h3>\n\n\n\n<p>\u6211\u6700\u540e\u4e00\u4e2a\u524d\u77bb\u6027\u8d8b\u52bf\u662f Python GUI \u548c\u79fb\u52a8\u7aef Python \u6b63\u5728\u5d1b\u8d77\u3002 \u63d0\u5230 iOS \u548c Android \u4e0a\u7684\u539f\u751f\u5e94\u7528\uff0c\u6211\u4eec\u53ea\u80fd\u5e0c\u671b\u4e0d\u4e45\u7684\u5c06\u6765\u53ef\u4ee5\u7528 Python \u6765\u6784\u5efa\u3002<\/p>\n\n\n\n<p>\u5728 2025 Python Language Summit \u4e2d\uff0cRussell Keith-Magee \u5c55\u793a\u4e86\u4ed6\u5728\u5c06 iOS \u548c Android \u6253\u9020\u4e3a CPython \u7684 3 \u7ea7\u652f\u6301\u5e73\u53f0\u65b9\u9762\u7684\u6210\u679c\u3002 \u8fd9\u5df2\u5728 PEP 730 \u548c PEP 738 \u4e2d\u8bf4\u660e\u3002 \u8fd9\u662f\u5141\u8bb8\u6211\u4eec\u4f7f\u7528 Python \u7f16\u5199\u53d1\u5e03\u5230\u5e94\u7528\u5546\u5e97\u7684\u771f\u6b63\u539f\u751f\u5e94\u7528\u7684\u5fc5\u8981\u6761\u4ef6\uff0c\u4f46\u5e76\u975e\u5145\u5206\u6761\u4ef6\u3002<\/p>\n\n\n\n<p>\u66f4\u666e\u904d\u5730\u8bf4\uff0cPython \u7684 UI \u9886\u57df\u51fa\u73b0\u4e86\u4e00\u4e9b\u6709\u8da3\u7684\u521b\u610f\u548c\u65b0\u7684\u770b\u6cd5\u3002 \u6211\u4eec\u8ba9 fast.ai \u7684 Jeremy Howard \u4ecb\u7ecd\u4e86 <a href=\"https:\/\/www.fastht.ml\" target=\"_blank\" rel=\"noopener\">FastHTML<\/a>\uff0c\u540e\u8005\u8ba9\u6211\u4eec\u80fd\u591f\u7528\u7eaf Python \u7f16\u5199\u73b0\u4ee3 Web \u5e94\u7528\u7a0b\u5e8f\u3002 <a href=\"https:\/\/nicegui.io\" target=\"_blank\" rel=\"noopener\">NiceGUI<\/a> \u5df2\u7ecf\u6210\u4e3a\u4f7f\u7528\u7eaf Python \u7f16\u5199 Web \u5e94\u7528\u548c PWA \u7684\u7edd\u4f73\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u6211\u9884\u8ba1\u8fd9\u4e9b\u66f4\u6539\uff0c\u7279\u522b\u662f\u79fb\u52a8\u7aef\u7684\u66f4\u6539\uff0c\u5c06\u91ca\u653e\u5f3a\u5927\u7684\u7528\u4f8b\uff0c\u5728\u672a\u6765\u6570\u5e74\u5185\u6301\u7eed\u5f15\u53d1\u8ba8\u8bba\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u53ef\u884c\u60f3\u6cd5<\/h2>\n\n\n\n<p>\u60a8\u5df2\u7ecf\u770b\u5230\u4e86\u7ed3\u679c\u3001\u6211\u7684\u89e3\u8bfb\u548c\u9884\u6d4b\u3002 \u90a3\u4e48\u60a8\u5e94\u8be5\u5982\u4f55\u5904\u7406\u5b83\u4eec\u5462\uff1f \u5f53\u7136\uff0c\u60a8\u6ca1\u6709\u5fc5\u8981\u505a\u4efb\u4f55\u4e8b\uff0c\u4f46\u6211\u5c06\u5728\u672c\u6587\u7ed3\u5c3e\u63d0\u51fa\u4e00\u4e9b\u53ef\u884c\u60f3\u6cd5\uff0c\u5e2e\u52a9\u60a8\u5229\u7528\u8fd9\u4e9b\u6280\u672f\u548c\u5f00\u6e90\u6d6a\u6f6e\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u9605\u8bfb\u672c\u6587\u540e\u60a8\u53ef\u4ee5\u4ed8\u8bf8\u5b9e\u8df5\u7684\u516d\u4e2a\u53ef\u884c\u60f3\u6cd5\u3002 \u9009\u62e9\u60a8\u6700\u559c\u6b22\u4f46\u5c1a\u672a\u5229\u7528\u7684\u9009\u9879\uff0c\u770b\u770b\u5b83\u662f\u5426\u53ef\u4ee5\u5e2e\u52a9\u60a8\u5728 Python \u9886\u57df\u8fdb\u4e00\u6b65\u53d1\u5c55\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u884c\u52a8 1\uff1a\u5b66\u4e60 uv<\/h3>\n\n\n\n<p><a href=\"https:\/\/astral.sh\/uv\/\" target=\"_blank\" rel=\"noopener\">uv<\/a>\uff0c\u8fd9\u4e2a\u96be\u4ee5\u7f6e\u4fe1\u7684\u8f6f\u4ef6\u5305\u548c Python \u7ba1\u7406\u5de5\u5177\u5728\u63a8\u51fa\u90a3\u4e00\u5e74\u5c31\u4ece 0% \u8dc3\u5347\u81f3 11%\uff08\u5e76\u4e14\u589e\u957f\u52bf\u5934\u5728 2025 \u5e74\u6301\u7eed\u5f3a\u52b2\uff09\u3002 \u8fd9\u4e2a\u57fa\u4e8e Rust \u7684\u5de5\u5177\u7edf\u4e00\u4e86\u60a8\u53ef\u80fd\u4e4b\u524d\u542c\u8bf4\u8fc7\u7684\u8bb8\u591a\u6700\u91cd\u8981\u7684\u529f\u80fd\uff0c\u5e76\u4e14\u5728\u6027\u80fd\u548c\u529f\u80fd\u65b9\u9762\u90fd\u8868\u73b0\u51fa\u8272\u3002<\/p>\n\n\n\n<p>\u60a8\u7684\u673a\u5668\u4e0a\u9700\u8981\u6709 Python \u5417\uff1f \u53ea\u9700\u8fd0\u884c <code>uv venv venv<\/code>\uff0c\u5373\u53ef\u5b89\u88c5\u6700\u65b0\u7684\u7a33\u5b9a\u7248\u672c\u5e76\u521b\u5efa\u865a\u62df\u73af\u5883\u3002 \u8fd9\u4ec5\u4ec5\u662f\u4e2a\u5f00\u59cb\u3002 \u5982\u679c\u60a8\u60f3\u4e86\u89e3\u5b8c\u6574\u7684\u6545\u4e8b\uff0c\u6211\u5728 <em>Talk Python<\/em> \u4e0a\u5bf9 <a href=\"https:\/\/talkpython.fm\/episodes\/show\/453\/uv-the-next-evolution-in-python-packages\" target=\"_blank\" rel=\"noopener\">Charlie Marsh<\/a> \u8fdb\u884c\u4e86\u5173\u4e8e\u7b2c\u4e8c\u4ee3 uv \u7684\u91c7\u8bbf\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u60a8\u51b3\u5b9a\u5b89\u88c5 uv\uff0c\u8bf7\u52a1\u5fc5<a href=\"https:\/\/github.com\/astral-sh\/uv?tab=readme-ov-file#installation\" target=\"_blank\" rel=\"noopener\">\u4f7f\u7528\u5176\u72ec\u7acb\u5b89\u88c5\u7a0b\u5e8f<\/a>\u3002 \u5b83\u5141\u8bb8 uv \u81ea\u6211\u7ba1\u7406\u5e76\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u4e0d\u65ad\u6539\u8fdb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u884c\u52a8 2\uff1a\u4f7f\u7528\u6700\u65b0\u7684 Python<\/h3>\n\n\n\n<p>\u6211\u4eec\u53d1\u73b0 83% \u7684\u53d7\u8bbf\u8005\u6ca1\u6709\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684 Python\u3002 \u4e0d\u8981\u50cf\u4ed6\u4eec\u4e00\u6837\u3002 \u4f7f\u7528\u865a\u62df\u73af\u5883\u6216\u4f7f\u7528\u5bb9\u5668\uff0c\u5b89\u88c5\u6700\u65b0\u7248\u672c\u7684 Python\u3002 \u76ee\u524d\u6700\u5feb\u6377\u3001\u6700\u7b80\u5355\u7684\u65b9\u5f0f\u662f\u4f7f\u7528 uv\uff0c\u56e0\u4e3a\u5b83\u4e0d\u4f1a\u5f71\u54cd\u7cfb\u7edf Python \u548c\u5176\u4ed6\u914d\u7f6e\uff08\u53c2\u9605\u884c\u52a8 1\uff01\uff09\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u60a8\u5728 Docker \u5bb9\u5668\u4e2d\u90e8\u7f72\u6216\u5f00\u53d1\uff0c\u53ea\u9700\u8981\u8bbe\u7f6e\u6700\u65b0\u7248\u672c\u7684 Python 3.13 \u5e76\u8fd0\u884c\u4ee5\u4e0b\u4e24\u884c\u4ee3\u7801\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">RUN curl -LsSf https:\/\/astral.sh\/uv\/install.sh | sh\nRUN uv venv --python 3.13 \/venv<\/pre>\n\n\n\n<p>\u5982\u679c\u60a8\u5728\u865a\u62df\u73af\u5883\u4e2d\u8fdb\u884c\u672c\u5730\u5f00\u53d1\uff08\u5c31\u50cf\u6211\u4e00\u6837\uff09\uff0c\u53ea\u9700\u79fb\u9664 <code>RUN<\/code> \u5173\u952e\u5b57\uff0c\u7136\u540e\u4f7f\u7528 uv \u521b\u5efa\u8be5\u73af\u5883\u3002 \u5f53\u7136\uff0c\u5728 Python \u65b0\u7684\u4e3b\u8981\u7248\u672c\u7684\u53d1\u5e03\u540e\uff0c\u8bf7\u66f4\u65b0\u76f8\u5e94\u7684\u7248\u672c\u53f7\u3002<\/p>\n\n\n\n<p>\u91c7\u53d6\u8fd9\u4e00\u884c\u52a8\uff0c\u60a8\u5c06\u5145\u5206\u5229\u7528\u73b0\u4ee3 Python \u4ece\u6027\u80fd\u4f18\u52bf\u5230\u8bed\u8a00\u529f\u80fd\u7684\u5168\u90e8\u6f5c\u529b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u884c\u52a8 3\uff1a\u5b66\u4e60\u667a\u80fd\u4f53\u5316 AI<\/h3>\n\n\n\n<p>\u5982\u679c\u60a8\u5c1a\u672a\u5c1d\u8bd5\u8fc7\u667a\u80fd\u4f53\u5316 AI\uff0c\u60a8\u5e94\u8be5\u4e86\u89e3\u4e00\u4e0b\u3002 \u6211\u660e\u767d\u4e3a\u4ec0\u4e48\u6709\u4eba\u907f\u514d\u4f7f\u7528 AI \u548c LLM\u3002 \u9996\u5148\uff0c\u7248\u6743\u7684\u5408\u6cd5\u6027\u4f1a\u6709\u4e89\u8bae\u3002 \u73af\u5883\u5371\u5bb3\u4e5f\u771f\u771f\u5207\u5207\uff0c\u800c\u5bf9\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u548c\u81ea\u4e3b\u6743\u7684\u5a01\u80c1\u4e5f\u4e0d\u5bb9\u5ffd\u89c6\u3002 \u4f46\u662f\uff0c\u4f7f\u7528\u667a\u80fd\u4f53\u5316 AI \u7684\u9876\u7ea7\u6a21\u578b\uff08\u4e0d\u4ec5\u4ec5\u662f\u804a\u5929\u673a\u5668\u4eba\uff09\u53ef\u4ee5\u8ba9\u60a8\u5927\u5e45\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002<em><\/em><\/p>\n\n\n\n<p>\u6211\u4e0d\u63a8\u8350\u51ed\u611f\u89c9\u7f16\u7801\u3002 \u4f46\u662f\uff0c\u60a8\u662f\u5426\u66fe\u7ecf\u5e0c\u671b\u5b58\u5728\u4e00\u4e2a\u5e93\u6216\u8f6f\u4ef6\u5305\uff0c\u6216\u8005\u4e00\u4e2a CLI \u5de5\u5177\u6765\u81ea\u52a8\u6267\u884c\u5de5\u4f5c\u4e2d\u7684\u4e00\u4e9b\u7b80\u5355\u90e8\u5206\uff1f \u5c06\u8fd9\u4e2a\u4efb\u52a1\u4ea4\u7ed9\u667a\u80fd\u4f53\u5316 AI\uff0c\u60a8\u65e2\u4e0d\u4f1a\u7ed9\u4e3b\u8981\u5e94\u7528\u7a0b\u5e8f\u5e26\u6765\u6280\u672f\u503a\u52a1\uff0c\u8fd8\u53ef\u4ee5\u8282\u7701\u4e00\u4e9b\u65f6\u95f4\u3002 \u60a8\u7684\u5de5\u4f5c\u6548\u7387\u5c06\u5927\u5e45\u63d0\u5347\u3002<\/p>\n\n\n\n<p>\u4eba\u4eec\u5728\u8fd9\u91cc\u72af\u7684\u53e6\u4e00\u4e2a\u9519\u8bef\u662f\u5c1d\u8bd5\u4f7f\u7528\u6700\u4fbf\u5b9c\u7684\u6216\u514d\u8d39\u6a21\u578b\u3002 \u5f53\u6548\u679c\u4e0d\u4f73\u65f6\uff0c\u4ed6\u4eec\u5c31\u4f1a\u4ee5\u6b64\u4e3a\u8bc1\u636e\u8bf4\uff1a\u201c\u770b\uff0c\u8fd9\u6ca1\u4ec0\u4e48\u7528\u3002 \u5b83\u53ea\u4f1a\u80e1\u7f16\u4e71\u9020\uff0c\u628a\u4e8b\u60c5\u641e\u9519\u3002\u201d \u60a8\u5e94\u8be5\u9009\u62e9\u6700\u597d\u7684\u6a21\u578b\uff0c\u5982\u679c\u60a8\u60f3\u8981\u771f\u5b9e\u5730\u4e86\u89e3\u5b83\uff0c\u53ef\u4ee5\u82b1\u4e00\u4e2a\u6708 10 \u7f8e\u5143\u6216 20 \u7f8e\u5143\u6765\u770b\u770b\u5b83\u5b9e\u9645\u4e0a\u80fd\u505a\u4ec0\u4e48\u3002<\/p>\n\n\n\n<p>JetBrains \u6700\u8fd1\u53d1\u5e03\u4e86 Junie\uff0c\u4e00\u6b3e\u4e13\u4e3a\u5176 IDE \u6253\u9020\u7684\u667a\u80fd\u4f53\u5316\u7f16\u7801\u52a9\u624b\u3002 \u5982\u679c\u60a8\u6b63\u5728\u4f7f\u7528\u5176\u4e2d\u4e00\u79cd IDE\uff0c<a href=\"https:\/\/www.jetbrains.com\/junie\/\" target=\"_blank\" rel=\"noopener\">\u4e00\u5b9a\u8981\u770b\u4e00\u770b<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u884c\u52a8 4\uff1a\u5b66\u4e60 Rust \u57fa\u7840\u77e5\u8bc6<\/h3>\n\n\n\n<p>Python \u5f00\u53d1\u8005\u5e94\u8be5\u8003\u8651\u5b66\u4e60 Rust \u7684\u57fa\u7840\u77e5\u8bc6\uff0c\u4e0d\u662f\u4e3a\u4e86\u53d6\u4ee3 Python\uff0c\u800c\u662f\u4e0e\u4e4b\u4e92\u8865\u3002 \u5982\u6211\u5728\u5206\u6790\u4e2d\u6240\u8ff0\uff0cRust \u5728 Python \u751f\u6001\u7cfb\u7edf\u7684\u6700\u5173\u952e\u90e8\u5206\u4e2d\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\u3002 \u6211\u7edd\u5bf9\u4e0d\u5efa\u8bae\u60a8\u653e\u5f03 Python \u5f00\u53d1\u8005\u7684\u8eab\u4efd\u8f6c\u800c\u6210\u4e3a Rust \u5f00\u53d1\u8005\uff0c\u4f46\u6709\u80fd\u529b\u9605\u8bfb\u57fa\u7840 Rust 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\u8fd9\u79cd\u7c7b\u578b\u7684\u5e76\u53d1\u4e3b\u8981\u907f\u514d\u4e86\u7ade\u4e89\u6761\u4ef6\u7b49\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u73b0\u5728\uff0c\u771f\u6b63\u7684\u5e76\u884c\u7ebf\u7a0b\u5904\u7406\u5373\u5c06\u767b\u9646 Python\u3002 \u968f\u7740 PEP 703 \u5728 3.14 \u4e2d\u88ab\u6b63\u5f0f\u5b8c\u5168\u63a5\u53d7\u4e3a Python \u7684\u4e00\u90e8\u5206\uff0c\u6211\u4eec\u9700\u8981\u7406\u89e3\u771f\u6b63\u7684\u7ebf\u7a0b\u5904\u7406\u662f\u5982\u4f55\u8fd0\u4f5c\u7684\u3002 \u8fd9\u5c06\u6d89\u53ca\u5bf9\u9501\u3001\u4fe1\u53f7\u91cf\u548c\u4e92\u65a5\u9501\u7684\u7406\u89e3\u3002<\/p>\n\n\n\n<p>\u8fd9\u5c06\u662f\u4e00\u9879\u6311\u6218\uff0c\u4f46\u4e5f\u662f\u4e00\u4e2a\u5927\u5e45\u63d0\u9ad8 Python \u6027\u80fd\u7684\u7edd\u4f73\u673a\u4f1a\u3002<\/p>\n\n\n\n<p>\u5728 2025 Python Language Summit \u4e2d\uff0c\u8fd1\u4e09\u5206\u4e4b\u4e00\u7684\u6f14\u8bb2\u90fd\u4ee5\u67d0\u79cd\u5f62\u5f0f\u8c08\u5230\u4e86\u5e76\u53d1\u548c\u7ebf\u7a0b\u5904\u7406\u3002 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\u4e2d\u76f4\u63a5\u63d0\u4f9b\u6570\u636e\u79d1\u5b66\u3001ML\/AI \u5de5\u4f5c\u6d41\u548c Web \u5f00\u53d1\u6240\u9700\u7684\u4e00\u5207\u3002<\/p>\n\n\n    <div class=\"buttons\">\n        <div class=\"buttons__row\">\n                                                <a href=\"https:\/\/www.jetbrains.com.cn\/pycharm\/\" class=\"btn\" target=\"\" rel=\"noopener\">\u514d\u8d39\u5c1d\u8bd5 PyCharm<\/a>\n                                                    <\/div>\n    <\/div>\n\n\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"author\">\u4f5c\u8005\u7b80\u4ecb<\/h2>\n\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                                                            <div class=\"about-author__box-img\">\n                            <img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2024\/11\/michael-kennedy.jpg\" alt=\"Michael Kennedy\" loading=\"lazy\">\n                        <\/div>\n                                        <div class=\"about-author__box-text\">\n                                                    <h4>Michael Kennedy<\/h4>\n                                                <p>Michael \u662f Talk Python \u7684\u521b\u59cb\u4eba\u548c PSF \u7814\u7a76\u5458\u3002Talk Python \u662f\u4e00\u4e2a\u64ad\u5ba2\u548c\u8bfe\u7a0b\u5e73\u53f0\uff0c\u5df2\u7ecf\u63a2\u7d22\u4e86\u8d85\u8fc710\u5e74\u7684 Python \u751f\u6001\u7cfb\u7edf\u3002Michael \u4e3b\u8981\u4ece\u4e8b\u7f51\u7edc\u548c API \u5f00\u53d1\u3002<\/p>\n                    <\/div>\n                            <\/div>\n        <\/div>\n    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