{"id":652381,"date":"2025-10-27T04:08:54","date_gmt":"2025-10-27T03:08:54","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=pycharm&#038;p=652381"},"modified":"2025-10-27T04:28:46","modified_gmt":"2025-10-27T03:28:46","slug":"why-is-python-so-popular","status":"publish","type":"pycharm","link":"https:\/\/blog.jetbrains.com\/zh-hans\/pycharm\/2025\/10\/why-is-python-so-popular\/","title":{"rendered":"\u4e3a\u4ec0\u4e48 Python \u5728 2025 \u5e74\u5982\u6b64\u53d7\u6b22\u8fce\uff1f"},"content":{"rendered":"\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\/10\/PC-social-BlogFeatured-1280x720-1-11.png\" alt=\"\" class=\"wp-image-653002\"\/><\/figure>\n\n\n\n<p>\u5176\u4ed6\u7f16\u7a0b\u8bed\u8a00\u8d77\u8d77\u843d\u843d\uff0c\u800c Python \u5374\u7ecf\u53d7\u4f4f\u4e86\u65f6\u95f4\u7684\u8003\u9a8c\uff0c\u7a33\u7a33\u5730\u6210\u4e3a\u4e86\u5404\u7c7b\u5f00\u53d1\u8005\uff08\u4ece\u65b0\u624b\u5230\u8d44\u6df1\u4e13\u4e1a\u4eba\u58eb\uff09\u7684\u9996\u9009\u4e4b\u4e00\u3002<\/p>\n\n\n\n<p>\u65e0\u8bba\u60a8\u662f\u5728\u5f00\u53d1\u667a\u80fd\u7cfb\u7edf\uff0c\u8fd8\u662f\u642d\u5efa\u4ee5\u6570\u636e\u4e3a\u57fa\u7840\u7684\u5de5\u4f5c\u6d41\uff0c\u5728\u8f6f\u4ef6\u7684\u6784\u5efa\u3001\u6269\u7f29\u4e0e\u4f18\u5316\u8fc7\u7a0b\u4e2d\uff0cPython \u90fd\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\u3002<\/p>\n\n\n\n<p>\u5305\u62ec\u6211\u4eec\u5373\u5c06\u53d1\u5e03\u7684\u300a2025 \u5f00\u53d1\u8005\u751f\u6001\u7cfb\u7edf\u8c03\u67e5\u300b\u5728\u5185\u7684\u591a\u9879\u8c03\u67e5\uff0c\u90fd\u8bc1\u660e\u4e86 Python \u4f9d\u65e7\u4fdd\u6301\u7740\u8f83\u9ad8\u7684\u53d7\u6b22\u8fce\u7a0b\u5ea6\u3002 \u771f\u6b63\u7684\u95ee\u9898\u5728\u4e8e\uff0c\u5f00\u53d1\u8005\u4e3a\u4f55\u59cb\u7ec8\u9009\u62e9 Python\uff0c\u800c\u8fd9\u6b63\u662f\u6211\u4eec\u63a5\u4e0b\u6765\u8981\u63a2\u8ba8\u7684\u5185\u5bb9\u3002&nbsp;<\/p>\n\n\n\n<p>\u65e0\u8bba\u60a8\u662f\u5728\u9009\u62e9\u5165\u95e8\u7684\u7b2c\u4e00\u79cd\u8bed\u8a00\uff0c\u8fd8\u662f\u5728\u6784\u5efa\u751f\u4ea7\u89c4\u6a21\u7684\u670d\u52a1\uff0c\u672c\u6587\u90fd\u5c06\u5e26\u60a8\u4e86\u89e3\u4e3a\u4f55 Python \u4f9d\u7136\u662f\u5f00\u53d1\u8005\u7684\u9996\u9009\u4e4b\u4e00\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Python \u5728 2025 \u5e74\u6709\u591a\u53d7\u6b22\u8fce\uff1f<\/h2>\n\n\n\n<p>\u5728\u6211\u4eec\u7684\u300a2025 \u5f00\u53d1\u8005\u751f\u6001\u7cfb\u7edf\u8c03\u67e5\u300b\u4e2d\uff0cPython \u5728\u8fc7\u53bb 12 \u4e2a\u6708\u5185\u4f4d\u5217\u7b2c\u4e8c\u5927\u6700\u5e38\u7528\u7f16\u7a0b\u8bed\u8a00\uff0c\u6709 57% \u7684\u5f00\u53d1\u8005\u8868\u793a\u6b63\u5728\u4f7f\u7528\u5b83\u3002<\/p>\n\n\n\n<p>\u8d85\u8fc7\u4e09\u5206\u4e4b\u4e00 (34%) \u7684\u5f00\u53d1\u8005\u79f0 Python \u662f\u4ed6\u4eec\u7684\u4e3b\u8981\u7f16\u7a0b\u8bed\u8a00\u3002 \u5c31\u4e3b\u8981\u4f7f\u7528\u60c5\u51b5\u800c\u8a00\uff0c\u8fd9\u4e00\u6570\u636e\u4f7f Python \u9886\u5148\u4e8e JavaScript\u3001Java \u548c TypeScript\u3002 \u5c3d\u7ba1\u9762\u4e34\u6765\u81ea\u65b0\u578b\u7cfb\u7edf\u548c\u7ec6\u5206\u9886\u57df\u5de5\u5177\u7684\u6fc0\u70c8\u7ade\u4e89\uff0cPython \u7684\u8868\u73b0\u4f9d\u65e7\u4eae\u773c\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u6570\u636e\u8868\u660e\uff0c\u65e0\u8bba\u662f\u8d44\u6df1\u540e\u7aef\u5de5\u7a0b\u5e08\uff0c\u8fd8\u662f\u521d\u6b21\u63a5\u89e6\u7684\u6570\u636e\u5206\u6790\u5e08\uff0cPython \u5728\u5404\u7c7b\u5f00\u53d1\u8005\u7fa4\u4f53\u4e2d\u59cb\u7ec8\u5177\u6709\u91cd\u8981\u5730\u4f4d\u3002<\/p>\n\n\n\n<p>Python \u4e4b\u6240\u4ee5\u80fd\u6301\u7eed\u53d6\u5f97\u8fd9\u6837\u7684\u6210\u7ee9\uff0c\u5728\u4e8e\u5b83\u80fd\u591f\u4e0e\u4f7f\u7528\u8005\u5171\u540c\u6210\u957f\u3002 \u5b83\u4e0d\u4ec5\u80fd\u4f5c\u4e3a\u5165\u95e8\u8bed\u8a00\uff0c\u968f\u7740\u7528\u6237\u5728\u6574\u4e2a\u804c\u4e1a\u751f\u6daf\u4e2d\u6280\u80fd\u548c\u7ecf\u9a8c\u7684\u63d0\u5347\uff0c\u5b83\u5728\u9ad8\u7ea7\u5f00\u53d1\u573a\u666f\u4e2d\u4e5f\u80fd\u6301\u7eed\u53d1\u6325\u4ef7\u503c\u3002<\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u6765\u63a2\u8ba8\u4e00\u4e0b Python \u5728 2025 \u5e74\u4f9d\u65e7\u6210\u4e3a\u70ed\u95e8\u4e4b\u9009\u7684\u539f\u56e0\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u5728 AI \u4e0e\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u4e3b\u5bfc\u5730\u4f4d<\/h2>\n\n\n\n<p>\u6211\u4eec\u8fd1\u671f\u53d1\u5e03\u7684 <a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2025\/08\/the-state-of-python-2025\/\"><em>2025 \u5e74 Python \u73b0\u72b6<\/em><\/a>\u62a5\u544a\u663e\u793a\uff0c41% \u7684 Python \u5f00\u53d1\u8005\u4f7f\u7528\u8be5\u8bed\u8a00\u7684\u4e3b\u8981\u573a\u666f\u662f\u673a\u5668\u5b66\u4e60\u3002<\/p>\n\n\n\n<p>\u8fd9\u662f\u56e0\u4e3a Python \u63a8\u52a8\u4e86\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u4ee5\u53ca\u63a8\u8350\u7cfb\u7edf\u7b49\u9886\u57df\u7684\u521b\u65b0\u3002<\/p>\n\n\n\n<p>Python \u5728\u8be5\u9886\u57df\u7684\u4f18\u52bf\u6e90\u4e8e\u5b83\u80fd\u4e3a\u6574\u4e2a\u6d41\u7a0b\u63d0\u4f9b\u652f\u6301\uff0c\u8986\u76d6\u4ece\u539f\u578b\u5f00\u53d1\u5230\u751f\u4ea7\u90e8\u7f72\u7684\u6bcf\u4e2a\u9636\u6bb5\u3002 \u540c\u65f6\uff0c\u5b83\u8fd8\u80fd\u4ee5\u6781\u4f4e\u7684\u9002\u914d\u6210\u672c\u548c\u9ad8\u5ea6\u7684\u7075\u6d3b\u6027\uff0c\u878d\u5165\u673a\u5668\u5b66\u4e60\u8fd0\u7ef4 (MLOps) \u7ba1\u9053\u3002<\/p>\n\n\n\n<p>Python \u5e7f\u53d7\u6b22\u8fce\u7684\u5173\u952e\u539f\u56e0\u4e4b\u4e00\u5728\u4e8e\u5176\u8bed\u6cd5\u517c\u5177\u8868\u8fbe\u529b\u3001\u53ef\u8bfb\u6027\u4e0e\u52a8\u6001\u6027\u3002 \u5f00\u53d1\u8005\u65e0\u9700\u7f16\u5199\u6837\u677f\u4ee3\u7801\uff0c\u5373\u53ef\u8f7b\u677e\u7f16\u5199\u8bad\u7ec3\u5faa\u73af\u3001\u64cd\u4f5c\u5f20\u91cf\u548c\u7f16\u6392\u5de5\u4f5c\u6d41\u3002&nbsp;<\/p>\n\n\n\n<p>\u4e0d\u8fc7\uff0c\u771f\u6b63\u8ba9 Python \u5728\u8be5\u9886\u57df\u4e0d\u53ef\u6216\u7f3a\u7684\u662f\u5176\u751f\u6001\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p>\u6838\u5fc3\u6846\u67b6\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul>\n<li>PyTorch \u2013 \u9002\u7528\u4e8e\u7814\u7a76\u5bfc\u5411\u578b\u6df1\u5ea6\u5b66\u4e60<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>TensorFlow \u2013 \u9002\u7528\u4e8e\u751f\u4ea7\u90e8\u7f72\u4e0e\u6269\u7f29<\/li>\n\n\n\n<li>Keras \u2013 \u9002\u7528\u4e8e\u5feb\u901f\u539f\u578b\u5f00\u53d1<\/li>\n\n\n\n<li>scikit-learn \u2013 \u9002\u7528\u4e8e\u4f20\u7edf\u673a\u5668\u5b66\u4e60<\/li>\n\n\n\n<li><a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2024\/11\/hugging-face-integration\/\">Hugging Face<\/a> Transformers \u2013 \u9002\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u751f\u6210\u5f0f\u6a21\u578b<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u6846\u67b6\u6210\u719f\u7a33\u5b9a\u3001\u6587\u6863\u8be6\u5c3d\u4e14\u4e92\u64cd\u4f5c\u6027\u51fa\u8272\uff0c\u5176\u53d1\u5c55\u5f97\u76ca\u4e8e\u5feb\u901f\u7684\u5f00\u6e90\u5f00\u53d1\u4e0e\u5e7f\u6cdb\u7684\u793e\u533a\u8d21\u732e\u3002 \u5b83\u4eec\u652f\u6301\u7684\u529f\u80fd\u8986\u76d6\u5168\u9762\uff0c\u4ece GPU \u52a0\u901f\u3001\u5206\u5e03\u5f0f\u8bad\u7ec3\uff0c\u5230\u6a21\u578b\u5bfc\u51fa\u4e0e\u91cf\u5316\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0cPython \u8fd8\u80fd\u65e0\u7f1d\u878d\u5165\u673a\u5668\u5b66\u4e60 (ML) \u5168\u7ba1\u9053\uff0c\u4ece\u4f7f\u7528 <a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2024\/10\/data-exploration-with-pandas\/\">pandas<\/a> \u548c NumPy \u8fdb\u884c\u6570\u636e\u9884\u5904\u7406\uff0c\u5230\u901a\u8fc7 <a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2024\/09\/how-to-use-fastapi-for-machine-learning\/\">FastAPI<\/a> \u6216 <a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2022\/08\/flask-tutorial\/\">Flask<\/a> \u63d0\u4f9b\u6a21\u578b\uff0c\u518d\u5230\u501f\u52a9 <a href=\"https:\/\/github.com\/vllm-project\/vllm\" target=\"_blank\" rel=\"noopener\">vLLM<\/a> \u63d0\u4f9b\u63a8\u7406\uff0c\u5168\u6d41\u7a0b\u5747\u53ef\u57fa\u4e8e Python \u5b8c\u6210\u3002<\/p>\n\n\n\n<p>\u6b63\u662f\u8fd9\u4e9b\u4f18\u52bf\u7684\u53e0\u52a0\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u65e0\u9700\u8131\u79bb Python \u5373\u53ef\u4ea4\u4ed8\u53ef\u7528\u7684 AI \u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u5728\u6570\u636e\u79d1\u5b66\u4e0e\u5206\u6790\u9886\u57df\u7684\u4f18\u52bf<\/h2>\n\n\n\n<p>\u4ece\u5206\u6790\u4eea\u8868\u677f\u5230 ETL \u811a\u672c\uff0cPython \u51ed\u501f\u5176\u7075\u6d3b\u6027\uff0c\u4e3a\u5404\u884c\u4e1a\u5feb\u901f\u751f\u6210\u53ef\u89e3\u8bfb\u7684\u6d1e\u5bdf\u3002 \u5b83\u5c24\u5176\u64c5\u957f\u5904\u7406\u590d\u6742\u6570\u636e\uff0c\u4f8b\u5982\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u3002&nbsp;<\/p>\n\n\n\n<p><a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2025\/08\/the-state-of-python-2025\/\"><em>2025 \u5e74 Python \u73b0\u72b6<\/em><\/a>\u663e\u793a\uff0c51% \u7684\u53d7\u8bbf\u8005\u53c2\u4e0e\u6570\u636e\u63a2\u7d22\u4e0e\u5904\u7406\u5de5\u4f5c\u3002 \u5177\u4f53\u5305\u62ec\u5982\u4e0b\u4efb\u52a1\uff1a<\/p>\n\n\n\n<ul>\n<li>\u6570\u636e\u63d0\u53d6\u3001\u8f6c\u6362\u4e0e\u52a0\u8f7d (ETL)<\/li>\n\n\n\n<li>\u63a2\u7d22\u6027\u6570\u636e\u5206\u6790 (EDA)<\/li>\n\n\n\n<li>\u7edf\u8ba1\u5efa\u6a21\u4e0e\u9884\u6d4b\u5efa\u6a21<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316\u4e0e\u62a5\u544a<\/li>\n\n\n\n<li>\u5b9e\u65f6\u6570\u636e\u5206\u6790<\/li>\n\n\n\n<li>\u6d1e\u5bdf\u6210\u679c\u4f20\u8fbe<\/li>\n<\/ul>\n\n\n\n<p>pandas\u3001NumPy\u3001Matplotlib\u3001Plotly \u548c Jupyter Notebook \u7b49\u6838\u5fc3\u5e93\u6784\u6210\u4e86\u6210\u719f\u7684\u751f\u6001\u7cfb\u7edf\uff0c\u4e0d\u4ec5\u62e5\u6709\u5b8c\u5584\u7684\u6587\u6863\u652f\u6301\uff0c\u8fd8\u6709\u6d3b\u8dc3\u7684\u793e\u533a\u5f00\u53d1\u4f5c\u4e3a\u4f9d\u6258\u3002<\/p>\n\n\n\n<p>Python \u5b9e\u73b0\u4e86\u72ec\u7279\u7684\u5e73\u8861\u3002 \u5bf9\u975e\u6280\u672f\u4eba\u5458\u800c\u8a00\u8db3\u591f\u6613\u7528\uff0c\u5bf9\u751f\u4ea7\u7ea7\u6570\u636e\u7ba1\u9053\u800c\u8a00\u53c8\u8db3\u591f\u5f3a\u5927\u3002 \u540c\u65f6\uff0c\u5b83\u80fd\u4e0e\u4e91\u5e73\u53f0\u65e0\u7f1d\u96c6\u6210\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u683c\u5f0f\uff0c\u5e76\u4e14\u53ef\u4ee5\u65e0\u7f1d\u5bf9\u63a5 SQL \u4e0e NoSQL \u6570\u636e\u5e93\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u7b80\u6d01\u4e14\u53ef\u6269\u7f29\u7684\u8bed\u6cd5<\/h2>\n\n\n\n<p>Python \u6700\u663e\u8457\u7684\u4f18\u52bf\u4ecd\u662f\u5176\u53ef\u8bfb\u6027\u3002 \u5f00\u53d1\u8005\u5728\u63d0\u53ca\u6700\u521d\u9009\u62e9\u5e76\u957f\u671f\u4f7f\u7528 Python \u7684\u539f\u56e0\u65f6\uff0c\u5e38\u4f1a\u63d0\u5230\u5b83\u5165\u95e8\u95e8\u69db\u4f4e\u548c\u8bed\u6cd5\u7b80\u6d01\u8fd9\u4e24\u4e2a\u7279\u70b9\u3002 \u5728 Python \u4e2d\uff0c\u5373\u4fbf\u662f\u6a21\u578b\u8bad\u7ec3\u7684\u8bed\u6cd5\uff0c\u8bfb\u8d77\u6765\u4e5f\u5982\u540c\u7b80\u5355\u82f1\u8bed\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=\"\">def train(model):\n    for item in model.data:\n        model.learn(item)<\/pre>\n\n\n\n<p>\u6b64\u7c7b\u4ee3\u7801\u6bb5\u65e0\u9700\u7279\u6b8a\u89e3\u7801\u3002 \u8fd9\u79cd\u6e05\u6670\u6027\u4e0d\u4ec5\u5bf9\u521d\u5b66\u8005\u53cb\u597d\uff0c\u8fd8\u80fd\u964d\u4f4e\u7ef4\u62a4\u6210\u672c\u3001\u7f29\u77ed\u4e0a\u624b\u65f6\u95f4\uff0c\u5e76\u6539\u5584\u4e0d\u540c\u6280\u80fd\u6c34\u5e73\u56e2\u961f\u95f4\u7684\u6c9f\u901a\u3002<\/p>\n\n\n\n<p>\u53ef\u8bfb\u6027\u5e26\u6765\u7684\u5b9e\u9645\u4f18\u52bf\u5341\u5206\u660e\u663e\u3002 \u56e2\u961f\u65e0\u9700\u5728\u7406\u89e3\u903b\u8f91\u4e0a\u8017\u8d39\u8fc7\u591a\u65f6\u95f4\uff0c\u53ef\u5c06\u66f4\u591a\u7cbe\u529b\u7528\u4e8e\u6539\u8fdb\u529f\u80fd\u3002 Bug \u80fd\u66f4\u5feb\u88ab\u53d1\u73b0\u3002 \u5ba1\u67e5\u6d41\u7a0b\u66f4\u987a\u7545\u3002 \u751a\u81f3\u975e\u5f00\u53d1\u8005\u4e5f\u80fd\u5728\u6ca1\u6709\u534f\u52a9\u7684\u60c5\u51b5\u4e0b\u8bfb\u61c2 Python \u811a\u672c\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2025\/08\/the-state-of-python-2025\/\"><em>2025 \u5e74 Python \u73b0\u72b6<\/em><\/a>\u663e\u793a\uff0c50% \u7684\u53d7\u8bbf\u8005\u7d2f\u8ba1\u7f16\u7a0b\u7ecf\u9a8c\u4e0d\u8db3\u4e24\u5e74\u3002 \u8d85\u8fc7\u4e09\u5206\u4e4b\u4e00 (39%) \u7684\u53d7\u8bbf\u8005\uff0c\u5373\u4fbf\u5728\u5174\u8da3\u6216\u5b66\u4e60\u573a\u666f\u4e2d\uff0c\u4f7f\u7528 Python \u7f16\u7a0b\u7684\u65f6\u95f4\u4e5f\u4e0d\u8d85\u8fc7\u4e24\u5e74\u3002<\/p>\n\n\n\n<p>\u8fd9\u6b63\u662f Python \u7684\u7a81\u51fa\u4f18\u52bf\u6240\u5728\u3002 \u7b80\u5355\u7684\u8bed\u6cd5\u4f7f\u5176\u6210\u4e3a\u65b0\u624b\u5165\u95e8\u7f16\u7a0b\u7684\u7406\u60f3\u9009\u62e9\uff0c\u540c\u65f6\u53c8\u80fd\u968f\u4f7f\u7528\u8005\u7684\u9700\u6c42\u4e0d\u65ad\u6269\u7f29\uff0c\u56e0\u6b64\u7528\u6237\u7559\u5b58\u7387\u59cb\u7ec8\u4fdd\u6301\u9ad8\u4f4d\u3002 \u5f53\u9879\u76ee\u590d\u6742\u5ea6\u63d0\u5347\u65f6\uff0cPython \u7684\u7b80\u6d01\u6027\u4f1a\u8f6c\u5316\u4e3a\u4f18\u52bf\uff0c\u800c\u975e\u5c40\u9650\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0cPython \u8fd8\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8303\u5f0f\uff08\u8fc7\u7a0b\u5f0f\u3001\u9762\u5411\u5bf9\u8c61\u5f0f\u548c\u51fd\u6570\u5f0f\uff09\uff0c\u8fd9\u4e5f\u8fdb\u4e00\u6b65\u8bf4\u660e\u5176\u53ef\u8bfb\u6027\u7684\u91cd\u8981\u6027\u3002 \u6b63\u662f\u8fd9\u79cd\u7279\u6027\uff0c\u8ba9\u5f00\u53d1\u8005\u80fd\u6beb\u65e0\u963b\u788d\u5730\u5728\u4e0d\u540c\u65b9\u5f0f\u4e4b\u95f4\u5207\u6362\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u6210\u719f\u4e14\u591a\u6837\u5316\u7684\u751f\u6001\u7cfb\u7edf<\/h2>\n\n\n\n<p>Python \u7684\u5f3a\u5927\u4e4b\u5904\u5728\u4e8e\u62e5\u6709\u5e9e\u5927\u7684\u5e93\u7f51\u7edc\uff0c\u51e0\u4e4e\u6db5\u76d6\u4e86\u73b0\u4ee3\u8f6f\u4ef6\u5f00\u53d1\u7684\u6bcf\u4e2a\u9886\u57df\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u8c03\u67e5\u663e\u793a\uff0c\u4ece Web \u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u548c API \u96c6\u6210\uff0c\u5230\u6570\u636e\u79d1\u5b66\u3001\u81ea\u52a8\u5316\u4e0e\u6d4b\u8bd5\uff0c\u5f00\u53d1\u8005\u5728\u8fd9\u4e9b\u9886\u57df\u7684\u5de5\u4f5c\u5747\u4f9d\u8d56 Python\u3002&nbsp;<\/p>\n\n\n\n<p>\u6df1\u5165\u4e14\u79ef\u6781\u7ef4\u62a4\u7684\u5de5\u5177\u5305\u610f\u5473\u7740\u60a8\u53ef\u4ee5\u5728\u751f\u4ea7\u7684\u6240\u6709\u9636\u6bb5\u4f7f\u7528 Python\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662f Python \u6838\u5fc3\u9886\u57df\u4ee5\u53ca\u5f00\u53d1\u8005\u5e38\u7528\u4e3b\u8981\u5e93\u7684\u7b80\u8981\u4ecb\u7ecd\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\">\n<table>\n<tbody>\n<tr>\n<td><strong>\u9886\u57df<\/strong><\/td>\n<td><strong>\u70ed\u95e8\u5e93<\/strong><\/td>\n<\/tr>\n<tr>\n<td>Web \u5f00\u53d1<\/td>\n<td>Django\u3001Flask\u3001FastAPI<\/td>\n<\/tr>\n<tr>\n<td>AI \u548c ML<\/td>\n<td>TensorFlow\u3001PyTorch\u3001scikit &#8211; learn\u3001Keras<\/td>\n<\/tr>\n<tr>\n<td>\u6d4b\u8bd5<\/td>\n<td>pytest\u3001unittest\u3001Hypothesis<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u52a8\u5316<\/td>\n<td>Click\u3001APScheduler\u3001Rich<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u79d1\u5b66<\/td>\n<td>pandas\u3001NumPy\u3001Plotly\u3001Matplotlib<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<p>\u8fd9\u79cd\u5e7f\u6cdb\u6027\u8f6c\u5316\u4e3a\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u7075\u6d3b\u6027\u3002 \u5f00\u53d1\u8005\u65e0\u9700\u66f4\u6362\u8bed\u8a00\u6216\u5de5\u5177\uff0c\u5c31\u53ef\u4ee5\u5728\u540e\u7aef API \u548c\u673a\u5668\u5b66\u4e60\u7ba1\u9053\u4e4b\u95f4\u5207\u6362\u3002 \u4ed6\u4eec\u53ef\u4ee5\u4f7f\u7528\u9ad8\u7ea7\u5305\u88c5\u5668\u8fdb\u884c\u539f\u578b\u8bbe\u8ba1\uff0c\u5e76\u5728\u9700\u8981\u65f6\u8fdb\u884c\u5e95\u5c42\u63a7\u5236\u3002<\/p>\n\n\n\n<p>\u81f3\u5173\u91cd\u8981\u7684\u662f\uff0cPython \u7684\u6253\u5305\u548c\u4f9d\u8d56\u9879\u7ba1\u7406\u7cfb\u7edf\uff0c\u5982 pip\u3001conda\u548c poetry\uff0c\u652f\u6301\u6a21\u5757\u5316\u5f00\u53d1\u548c\u53ef\u91cd\u73b0\u7684\u73af\u5883\u3002 \u518d\u7ed3\u5408 FastAPI\uff08\u7528\u4e8e API\uff09\u3001pytest\uff08\u7528\u4e8e\u6d4b\u8bd5\uff09\u4ee5\u53ca pandas\uff08\u7528\u4e8e\u6570\u636e\u5904\u7406\uff09\u7b49\u6846\u67b6\uff0cPython \u5177\u5907\u4e86\u65e0\u4e0e\u4f26\u6bd4\u7684\u53ef\u6269\u7f29\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u793e\u533a\u652f\u6301\u4e0e\u77e5\u8bc6\u5171\u4eab<\/h2>\n\n\n\n<p>Python \u4e4b\u6240\u4ee5\u80fd\u957f\u671f\u53d7\u6b22\u8fce\uff0c\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u8981\u5f52\u529f\u4e8e\u5176\u6d3b\u8dc3\u7684\u5168\u7403\u5f00\u53d1\u8005\u793e\u533a\u3002<\/p>\n\n\n\n<p>\u65e0\u8bba\u662f\u4e2a\u4eba\u5b66\u4e60\u8005\uff0c\u8fd8\u662f\u4f01\u4e1a\u56e2\u961f\uff0cPython \u7528\u6237\u90fd\u80fd\u4ece\u5f00\u653e\u8bba\u575b\u3001\u9ad8\u8d28\u91cf\u6559\u7a0b\u4ee5\u53ca\u6d53\u539a\u7684\u6307\u5bfc\u6587\u5316\u4e2d\u53d7\u76ca\u3002 \u8fd9\u4e2a\u793e\u533a\u4e0d\u4ec5\u4e50\u4e8e\u52a9\u4eba\uff0c\u800c\u4e14\u53d1\u5c55\u8fc5\u901f\u3001\u5177\u6709\u5305\u5bb9\u6027\uff0c\u4e3a\u6240\u6709\u6c34\u5e73\u7684\u5f00\u53d1\u8005\u8425\u9020\u4e86\u4e00\u4e2a\u53cb\u597d\u7684\u73af\u5883\u3002<\/p>\n\n\n\n<p>\u5173\u952e\u652f\u67f1\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/www.python.org\/psf-landing\/\" target=\"_blank\" rel=\"noopener\">Python Software Foundation<\/a>\uff0c\u4e3a\u6559\u80b2\u3001\u6d3b\u52a8\u548c\u63a8\u5e7f\u63d0\u4f9b\u652f\u6301\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/stackoverflow.com\/questions\/tagged\/python\" target=\"_blank\" rel=\"noopener\">Stack Overflow<\/a> \u4e0a\u7684\u9ad8\u6d3b\u8dc3\u5ea6\uff0c\u786e\u4fdd\u80fd\u5feb\u901f\u89e3\u7b54\u5b9e\u9645\u95ee\u9898\uff0c\u4ee5\u53ca\u5728\u5f00\u6e90\u9879\u76ee\u548c\u672c\u5730\u7528\u6237\u5c0f\u7ec4\u4e2d\u7684\u79ef\u6781\u53c2\u4e0e\u3002<\/li>\n\n\n\n<li>\u4e30\u5bcc\u7684\u8d44\u6e90\uff08<a href=\"https:\/\/realpython.com\/\" target=\"_blank\" rel=\"noopener\"><em>Real Python<\/em><\/a>\u3001<a href=\"https:\/\/talkpython.fm\/\" target=\"_blank\" rel=\"noopener\"><em>Talk Python<\/em><\/a> \u548c <a href=\"https:\/\/pycon.org\/\" target=\"_blank\" rel=\"noopener\">PyCon<\/a>\uff09\uff0c\u4e3a\u521d\u5b66\u8005\u548c\u4e13\u4e1a\u4eba\u58eb\u63d0\u4f9b\u670d\u52a1\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e2a\u7f51\u7edc\u4e0d\u4ec5\u89e3\u51b3\u95ee\u9898\uff0c\u8fd8\u5f15\u9886\u4e86\u8bed\u8a00\u7684\u53d1\u5c55\u3002 Python \u7684\u751f\u6001\u7cfb\u7edf\u901a\u8fc7\u534f\u4f5c\u3001\u4e0d\u65ad\u5b8c\u5584\u548c\u5171\u4eab\u6700\u4f73\u505a\u6cd5\u5f97\u4ee5\u7ef4\u6301\u3002<\/p>\n\n\n\n<p>\u9009\u62e9 Python\uff0c\u60a8\u5c06\u83b7\u5f97\u4e00\u4e2a\u4f1a\u968f\u8bed\u8a00\u53d1\u5c55\u4e0e\u60a8\u7684\u80fd\u529b\u63d0\u5347\u800c\u6301\u7eed\u6269\u5145\u7684\u77e5\u8bc6\u5e93\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u8de8\u9886\u57df\u901a\u7528\u6027<\/h2>\n\n\n\n<p>Python \u7684\u5e94\u7528\u8303\u56f4\u4e0d\u4ec5\u9650\u4e8e AI \u548c ML \u6216\u6570\u636e\u79d1\u5b66\u4e0e\u5206\u6790\u3002 \u5b83\u5728\u81ea\u52a8\u5316\u3001\u811a\u672c\u7f16\u5199\u3001Web API\u3001\u6570\u636e\u5de5\u4f5c\u6d41\u548c\u7cfb\u7edf\u5de5\u7a0b\u65b9\u9762\u540c\u6837\u9002\u7528\u3002 \u5b83\u80fd\u591f\u5728\u4e0d\u540c\u5e73\u53f0\u3001\u9886\u57df\u548c\u90e8\u7f72\u76ee\u6807\u4e4b\u95f4\u65e0\u7f1d\u79fb\u52a8\uff0c\u8fd9\u4f7f\u5176\u6210\u4e3a\u591a\u7528\u9014\u5f00\u53d1\u7684\u9ed8\u8ba4\u8bed\u8a00\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2025\/08\/the-state-of-python-2025\/\"><em>2025 \u5e74 Python \u73b0\u72b6<\/em><\/a>\u663e\u793a\u4e86\u5f00\u53d1\u8005\u5bf9 Python \u7684\u4f9d\u8d56\u6709\u591a\u5e7f\u6cdb\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\">\n<table>\n<tbody>\n<tr>\n<td><strong>\u76ee\u7684<\/strong><\/td>\n<td><strong>Python \u7528\u6237\u5360\u6bd4<\/strong><\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u5206\u6790<\/td>\n<td>48%<\/td>\n<\/tr>\n<tr>\n<td>Web \u5f00\u53d1<\/td>\n<td>46%<\/td>\n<\/tr>\n<tr>\n<td>\u673a\u5668\u5b66\u4e60<\/td>\n<td>41%<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u5de5\u7a0b<\/td>\n<td>31%<\/td>\n<\/tr>\n<tr>\n<td>\u5b66\u672f\u7814\u7a76<\/td>\n<td>27%<\/td>\n<\/tr>\n<tr>\n<td>DevOps \u548c\u7cfb\u7edf\u7ba1\u7406<\/td>\n<td>26%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<p>\u4ece\u8fd9\u6837\u7684\u5206\u5e03\u80fd\u770b\u51fa\uff0cPython \u5728\u8de8\u9886\u57df\u5e94\u7528\u4e0a\u6709\u7740\u51fa\u8272\u7684\u7075\u6d3b\u6027\u3002 \u540c\u6837\u4e00\u79cd\u8bed\u8a00\uff0c\u65e2\u53ef\u4ee5\u4e3a\u6a21\u578b\u8bad\u7ec3\u63d0\u4f9b\u652f\u6301\uff0c\u4e5f\u53ef\u4ee5\u81ea\u52a8\u6267\u884c\u85aa\u8d44\u4efb\u52a1\u3001\u63a7\u5236\u79d1\u5b66\u4eea\u5668\u6216\u63d0\u4f9b REST \u7aef\u70b9\u3002 \u5f00\u53d1\u8005\u53ef\u4ee5\u6574\u5408\u5de5\u5177\uff0c\u51cf\u5c11\u4e0a\u4e0b\u6587\u5207\u6362\uff0c\u5e76\u7b80\u5316\u56e2\u961f\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n<p>Python \u7684\u5e73\u53f0\u72ec\u7acb\u6027\uff08Windows\u3001Linux\u3001macOS\u3001\u4e91\u548c\u6d4f\u89c8\u5668\uff09\u8ba9\u5b83\u7684\u591a\u529f\u80fd\u6027\u5f97\u5230\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347\u3002 \u518d\u642d\u914d\u4e0a\u5f3a\u5927\u7684\u6253\u5305\u751f\u6001\u7cfb\u7edf\u4e0e\u4e00\u81f4\u7684\u8de8\u5e93\u6807\u51c6\uff0c\u6700\u7ec8\u9020\u5c31\u4e86 Python \u8fd9\u95e8\u8bed\u8a00\uff0c\u5b83\u65e2\u80fd\u6ee1\u8db3\u5feb\u901f\u539f\u578b\u5f00\u53d1\u9700\u6c42\uff0c\u4e5f\u80fd\u9002\u914d\u4f01\u4e1a\u7ea7\u751f\u4ea7\u3002<\/p>\n\n\n\n<p>\u5f88\u5c11\u6709\u8bed\u8a00\u80fd\u4e0e Python \u7684\u5e94\u7528\u8303\u56f4\u76f8\u5ab2\u7f8e\uff0c\u66f4\u5c11\u6709\u8bed\u8a00\u80fd\u63d0\u4f9b\u5982\u6b64\u65e0\u7f1d\u7684\u8fde\u7eed\u6027\u3002 \u4ece\u524d\u7aef\u754c\u9762\u5230\u540e\u7aef\u903b\u8f91\uff0cPython \u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u8fde\u8d2f\u7edf\u4e00\u7684\u73af\u5883\uff0c\u52a9\u529b\u6784\u5efa\u5e76\u53d1\u5e03\u5b8c\u6574\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u5b8c\u6574\u6027\u662f\u4eba\u4eec\u575a\u6301\u4f7f\u7528\u5b83\u7684\u90e8\u5206\u539f\u56e0\u3002 \u4e00\u65e6\u5f00\u59cb\u4f7f\u7528 Python\uff0c\u60a8\u5c31\u5f88\u5c11\u9700\u8981\u518d\u4f7f\u7528\u5176\u4ed6\u8bed\u8a00\u4e86\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u667a\u80fd\u5f00\u53d1\u65f6\u4ee3\u4e0b\u7684 Python<\/h2>\n\n\n\n<p>\u968f\u7740\u8f6f\u4ef6\u53d8\u5f97\u66f4\u5177\u9002\u5e94\u6027\u3001\u9884\u6d4b\u6027\u4e0e\u667a\u80fd\u6027\uff0cPython \u5728\u7ef4\u6301\u81ea\u8eab\u7684\u53d7\u6b22\u8fce\u7a0b\u5ea6\u65b9\u9762\u62e5\u6709\u663e\u8457\u4f18\u52bf\u3002&nbsp;<\/p>\n\n\n\n<p>\u65e0\u8bba\u662f\u5728 AI\u3001ML \u548c\u6570\u636e\u5904\u7406\u7b49\u9886\u57df\u7684\u80fd\u529b\uff0c\u8fd8\u662f\u5176\u6210\u719f\u7684\u5e93\uff0c\u90fd\u8ba9 Python \u6210\u4e3a\u9002\u7528\u4e8e\u6301\u7eed\u6f14\u8fdb\u7cfb\u7edf\u7684\u4f18\u8d28\u9009\u62e9\u3002<\/p>\n\n\n\n<p>Python \u7684\u53d7\u6b22\u8fce\u6e90\u4e8e\u5b83\u80fd\u8f7b\u677e\u5b9e\u73b0\u8de8\u9879\u76ee\u3001\u8de8\u5e73\u53f0\u7684\u6269\u7f29\u3002 \u65e0\u8bba\u5f00\u53d1\u8005\u7ecf\u9a8c\u6df1\u6d45\uff0c\u65e0\u8bba\u9879\u76ee\u89c4\u6a21\u5927\u5c0f\uff0c\u4ece\u7b80\u5355\u7684\u81ea\u52a8\u5316\u811a\u672c\u5230\u4f01\u4e1a\u7ea7 AI \u5e73\u53f0\uff0cPython \u59cb\u7ec8\u662f\u7406\u60f3\u4e4b\u9009\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u4e0e PyCharm \u642d\u914d\u4f7f\u7528\u65f6\uff0cPython \u8fd8\u4f1a\u6210\u4e3a\u4e00\u6b3e\u517c\u5177\u667a\u80fd\u3001\u9ad8\u6548\u4e0e\u7b80\u6d01\u7279\u6027\u7684\u5de5\u5177\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u60f3\u6df1\u5165\u4e86\u89e3\u76f8\u5173\u5185\u5bb9\uff0c\u53ef\u4ee5\u67e5\u9605 <a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2025\/08\/the-state-of-python-2025\/\"><em>2025 \u5e74 Python \u73b0\u72b6<\/em><\/a>\u62a5\u544a\uff0c\u8be5\u62a5\u544a\u7531 Python \u9886\u57df\u4e13\u5bb6\u517c <a href=\"https:\/\/talkpython.fm\/\" target=\"_blank\" rel=\"noopener\"><em>Talk Python to Me<\/em><\/a> \u64ad\u5ba2\u4e3b\u6301\u4eba Michael Kennedy \u64b0\u5199\u3002&nbsp;<\/p>\n\n\n\n<p>Michael \u5206\u6790\u4e86 <a href=\"https:\/\/lp.jetbrains.com\/python-developers-survey-2024\/\" target=\"_blank\" rel=\"noopener\">2024 Python \u5f00\u53d1\u8005\u8c03\u67e5<\/a>\u4e2d\u7684\u8d85\u8fc7 3 \u4e07\u4efd\u56de\u590d\uff0c\u6316\u6398\u51fa\u8bf8\u591a\u5177\u6709\u53c2\u8003\u4ef7\u503c\u7684\u6d1e\u5bdf\uff0c\u5e76\u68b3\u7406\u4e86\u6700\u65b0\u8d8b\u52bf\u3002<\/p>\n\n\n\n<p>\u65e0\u8bba\u60a8\u662f\u65b0\u624b\uff0c\u8fd8\u662f\u8d44\u6df1\u5f00\u53d1\u8005\uff0c<a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2025\/08\/the-state-of-python-2025\/\"><em>2025 \u5e74 Python \u73b0\u72b6<\/em><\/a>\u90fd\u80fd\u8ba9\u60a8\u6df1\u5165\u4e86\u89e3\u5f53\u524d Python \u6240\u5904\u7684\u9636\u6bb5\u4ee5\u53ca\u672a\u6765\u7684\u53d1\u5c55\u65b9\u5411\u3002&nbsp;<\/p>\n\n\n\n<p>\u6b63\u5982 <a href=\"https:\/\/github.com\/vllm-project\/vllm\" target=\"_blank\" rel=\"noopener\">Astral \u516c\u53f8\u7684 uv<\/a> \u7b49\u5de5\u5177\u6240\u5c55\u73b0\u7684\u90a3\u6837\uff0c\u5c3d\u7ba1 Python \u5df2\u76f8\u5bf9\u6210\u719f\uff0c\u4f46\u5176\u6f14\u8fdb\u4e4b\u8def\u8fdc\u672a\u7ed3\u675f\u3002 \u51ed\u501f\u6301\u7eed\u58ee\u5927\u7684\u751f\u6001\u7cfb\u7edf\uff0c\u4ee5\u53ca\u7ecf\u5b9e\u8df5\u9a8c\u8bc1\u7684\u6301\u4e45\u751f\u547d\u529b\uff0cPython \u5728\u672a\u6765\u591a\u5e74\u5185\u4ecd\u5c06\u662f\u6df1\u53d7\u5f00\u53d1\u8005\u9752\u7750\u7684\u70ed\u95e8\u9009\u62e9\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u672c\u535a\u6587\u82f1\u6587\u539f\u4f5c\u8005\uff1a<\/p>\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\/2021\/03\/evgenia-200x200.jpg\" width=\"200\" height=\"200\" alt=\"Evgenia Verbina\" loading=\"lazy\"  class=\"avatar avatar-200 wp-user-avatar wp-user-avatar-200 photo avatar-default\">\n                <\/div>\n                <div class=\"about-author__box-text\">\n                                            <h4>Evgenia Verbina<\/h4>\n                                                        <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n","protected":false},"author":1297,"featured_media":653002,"comment_status":"closed","ping_status":"closed","template":"","categories":[952,8377],"tags":[6847,3252,5377,73],"cross-post-tag":[8851],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/pycharm\/652381"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/pycharm"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/types\/pycharm"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/users\/1297"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/comments?post=652381"}],"version-history":[{"count":4,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/pycharm\/652381\/revisions"}],"predecessor-version":[{"id":653016,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/pycharm\/652381\/revisions\/653016"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/media\/653002"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=652381"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/categories?post=652381"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/tags?post=652381"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/cross-post-tag?post=652381"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}