{"id":90450,"date":"2026-08-05T10:01:16","date_gmt":"2026-08-05T02:01:16","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/90450.html"},"modified":"2026-08-05T10:01:16","modified_gmt":"2026-08-05T02:01:16","slug":"%e8%ae%ba%e7%a8%8b%e5%ba%8f%e5%91%98%e7%9a%84%e5%81%b7%e6%87%92%e8%89%ba%e6%9c%af%ef%bc%9apython%e8%b7%a8%e5%b9%b3%e5%8f%b0%e8%ba%ba%e5%b9%b3%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/90450.html","title":{"rendered":"\u8bba\u7a0b\u5e8f\u5458\u7684\u5077\u61d2\u827a\u672f\uff1aPython\u8de8\u5e73\u53f0\u201c\u8eba\u5e73\u201d\u6307\u5357"},"content":{"rendered":"<h3><\/h3>\n<p>\u8001\u677f\u8ba9\u4f60\u5199\u4e2a\u5de5\u5177&#xff0c;Windows\u8981\u8dd1&#xff0c;Mac\u8981\u8dd1&#xff0c;Linux\u4e5f\u8981\u8dd1\u3002\u4f60\u7528C&#043;&#043;\u5199\u4e86\u4e09\u5957\u7f16\u8bd1\u811a\u672c&#xff0c;\u7528Java\u914d\u4e86\u534a\u5929JVM\u73af\u5883&#xff0c;\u800c\u65c1\u8fb9\u90a3\u54e5\u4eec\u53ea\u7528Python&#xff0c;\u6572\u5b8c\u4ee3\u7801\u76f4\u63a5\u559d\u5496\u5561\u53bb\u4e86\u3002\u4ed6\u544a\u8bc9\u4f60&#xff1a;\u201c\u4e0d\u662f\u6211\u80fd\u5e72&#xff0c;\u662f\u6211\u4f1a\u5077\u61d2\u3002\u201d<\/p>\n<h4>\u7b2c\u4e00\u56de \u4e09\u5ea7\u5927\u5c71\u538b\u5934\u9876&#xff0c;\u4e00\u95e8\u795e\u529f\u89e3\u5343\u6101<\/h4>\n<p>\u8bdd\u8bf4\u516c\u51432026\u5e74&#xff0c;\u6211\u6240\u5728\u7684\u201c\u5168\u6808\u6253\u6742\u90e8\u201d\u63a5\u4e86\u4e2a\u4ee4\u4eba\u5934\u5927\u7684\u9700\u6c42&#xff1a;\u5199\u4e00\u4e2a\u5185\u90e8\u81ea\u52a8\u5316\u4f53\u68c0\u811a\u672c\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"864\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260805020113-6a72996901570.png\" width=\"862\" \/><\/p>\n<p>\u8001\u677f\u7684\u8981\u6c42\u6781\u5176\u6734\u7d20\u2014\u2014\u201c\u5c0f\u83dc\u554a&#xff0c;\u8fd9\u4e2a\u4e1c\u897f&#xff0c;\u5c0f\u660e\u7684Windows\u7535\u8111\u8981\u7528&#xff0c;\u5c0f\u7ea2\u7684MacBook\u8981\u7528&#xff0c;\u673a\u623f\u90a3\u5806CentOS\u670d\u52a1\u5668\u4e5f\u8981\u7528\u3002\u7ed9\u4f60\u4e24\u5929&#xff0c;\u591f\u4e86\u5427&#xff1f;\u201d<\/p>\n<p>\u4e24\u5929&#xff1f;\u6211\u5dee\u70b9\u6ca1\u628a\u952e\u76d8\u541e\u4e0b\u53bb\u3002<\/p>\n<p>\u7528C&#043;&#043;\u5199&#xff1f;Windows\u4e0b\u7f16\u8bd1\u4e00\u5957&#xff0c;Linux\u4e0bMakefile\u8981\u6539&#xff0c;macOS\u4e0b\u8fd8\u5f97\u5904\u7406Clang\u7684\u5dee\u5f02\u3002\u4e09\u5929\u80fd\u8c03\u901a\u7b97\u6211\u8f93\u3002<\/p>\n<p>\u7528Java\u5199&#xff1f;\u53e3\u53f7\u558a\u5f97\u54cd\u2014\u2014\u201cWrite Once, Run Anywhere\u201d\u3002\u4f46\u771f\u5b9e\u60c5\u51b5\u662f\u201cWrite Once, Debug Everywhere\u201d\u3002JVM\u7248\u672c\u4e0d\u4e00\u81f4\u3001\u67d0\u4e2a\u4f9d\u8d56\u5305\u5728Linux\u4e0b\u662fnative\u5e93\u3001macOS\u4e0b\u7b7e\u540d\u8fc7\u4e0d\u53bb\u3002\u6298\u817e\u73af\u5883\u7684\u65f6\u95f4\u6bd4\u5199\u4ee3\u7801\u8fd8\u957f\u3002<\/p>\n<p>\u6b63\u5f53\u6211\u51c6\u5907\u62d4\u5934\u53d1\u65f6&#xff0c;\u65c1\u8fb9\u90a3\u4e2a\u88ab\u5168\u7ec4\u79f0\u4e3a\u201c\u61d2\u738b\u201d\u7684\u8001\u5f20\u77a5\u4e86\u6211\u4e00\u773c&#xff1a;\u201c\u7528Python\u554a\u3002\u201d<\/p>\n<p>\u201cPython&#xff1f;\u90a3\u73a9\u610f\u513f\u8dd1\u5f97\u6162\u5427&#xff1f;\u800c\u4e14\u8c03\u7528\u7cfb\u7edfAPI\u65b9\u4fbf\u5417&#xff1f;\u201d<\/p>\n<p>\u8001\u5f20\u628a\u811a\u7fd8\u5230\u684c\u4e0a&#xff0c;\u6162\u60a0\u60a0\u5730\u8bf4&#xff1a;\u201c\u6162&#xff1f;\u90a3\u662fCPU\u8be5\u64cd\u5fc3\u7684\u4e8b&#xff0c;\u4e0d\u662f\u7a0b\u5e8f\u5458\u8be5\u64cd\u5fc3\u7684\u4e8b\u3002\u81f3\u4e8e\u7cfb\u7edfAPI&#xff0c;\u8c01\u544a\u8bc9\u4f60Python\u53ea\u80fd\u8c03\u7eafPython\u5e93\u4e86&#xff1f;\u201d<\/p>\n<p>\u4e8e\u662f&#xff0c;\u5728\u8001\u5f20\u7684\u70b9\u62e8\u4e0b&#xff0c;\u6211\u8e0f\u4e0a\u4e86\u7528Python\u201c\u5077\u61d2\u201d\u7684\u4e0d\u5f52\u8def\u3002\u6700\u8fd1\u8fd9\u51e0\u5e74&#xff0c;\u516c\u53f8\u4e0a\u4e0a\u4e0b\u4e0b\u4f46\u51e1\u6d89\u53ca\u591a\u7cfb\u7edf\u90e8\u7f72\u7684\u9879\u76ee&#xff0c;\u6e05\u4e00\u8272\u9996\u9009Python\u3002\u4f60\u4ee5\u4e3a\u662f\u56e0\u4e3aPython\u4f18\u96c5&#xff1f;\u522b\u5929\u771f\u4e86&#xff0c;\u5b9e\u5219\u662f\u4e3a\u4e86\u5077\u61d2\u2014\u2014\u4e0d\u7528\u6539\u4ee3\u7801&#xff0c;\u76f4\u63a5\u8dd1&#xff0c;\u8fd9\u624d\u662f\u786c\u9053\u7406\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48\u80fd\u4e0d\u6539\u4ee3\u7801&#xff1f;\u56e0\u4e3aPython\u5c31\u50cf\u4e00\u5c42\u201c\u8d85\u7ea7\u9632\u5f39\u73bb\u7483\u201d&#xff0c;\u628a\u5e95\u4e0bWindows\u7684\u6ce8\u518c\u8868\u3001Linux\u7684\/proc\u3001macOS\u7684plist\u5168\u7ed9\u6321\u5728\u4e86\u5916\u9762\u3002\u4f60\u5728\u73bb\u7483\u91cc\u9762\u5199\u201c\u6253\u5f00\u6587\u4ef6\u201d\u3001\u201c\u521b\u5efa\u7ebf\u7a0b\u201d\u3001\u201c\u753b\u4e2a\u7a97\u53e3\u201d&#xff0c;Python\u89e3\u91ca\u5668\u4f1a\u81ea\u52a8\u5e2e\u4f60\u7ffb\u8bd1\u6210\u5e95\u4e0b\u64cd\u4f5c\u7cfb\u7edf\u542c\u5f97\u61c2\u7684\u8bdd\u3002<\/p>\n<p>\u5149\u8bf4\u7406\u8bba\u592a\u865a&#xff0c;\u4e14\u770b\u4e0b\u9762\u8fd9\u4e09\u4e2a\u201c\u843d\u5730\u6848\u4f8b\u201d&#xff0c;\u770b\u770b\u6211\u662f\u600e\u4e48\u628a\u201c\u5077\u61d2\u201d\u8fdb\u884c\u5230\u5e95\u7684\u3002<\/p>\n<h4>\u7b2c\u4e8c\u56de \u7b2c\u4e00\u6848&#xff1a;PortSentinel\u2014\u2014Windows\u9510\u5668&#xff0c;\u4e09\u7cfb\u7edf\u901a\u7528<\/h4>\n<p>\u5148\u8bf4\u6211\u6700\u8fd1\u521a\u5f00\u6e90\u7684\u90a3\u4e2a\u9879\u76ee PortSentinel&#xff08;\u7aef\u53e3\u54e8\u5175&#xff09;\u3002\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8eWindows\u5e95\u5c42API\u5f00\u53d1\u7684\u7f51\u7edc\u5b89\u5168\u76d1\u63a7\u5de5\u5177\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"857\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260805020113-6a72996978605.png\" width=\"864\" \/><\/p>\n<p>\u4f60\u80af\u5b9a\u8981\u95ee\u4e86&#xff1a;\u201c\u4f60\u4e0d\u662f\u8bf4\u8de8\u5e73\u53f0\u5417&#xff1f;\u600e\u4e48\u7b2c\u4e00\u4e2a\u6848\u4f8b\u5c31\u57fa\u4e8eWindows API\u4e86&#xff1f;\u201d<\/p>\n<p>\u95ee\u5f97\u597d&#xff01;\u8fd9\u6b63\u662fPython\u72e1\u733e\u7684\u5730\u65b9\u3002<\/p>\n<p>PortSentinel\u7684\u6838\u5fc3\u529f\u80fd\u4e4b\u4e00\u662f\u8c03\u7528Windows\u7684iphlpapi.dll&#xff0c;\u7528GetExtendedTcpTable\u76f4\u63a5\u635eTCP\u8fde\u63a5\u8868\u3002\u8fd9\u90e8\u5206\u4ee3\u7801&#xff0c;\u786e\u5b9e\u662fWindows\u4e13\u5c5e\u7684&#xff1a;<\/p>\n<p>iphlpapi &#061; ctypes.WinDLL(&#039;iphlpapi.dll&#039;)<br \/>\niphlpapi.GetExtendedTcpTable(&#8230;)<\/p>\n<p>\u90a3\u5b83\u600e\u4e48\u8de8\u5e73\u53f0&#xff1f;\u6838\u5fc3\u4e1a\u52a1\u903b\u8f91\u662f\u8de8\u5e73\u53f0\u7684&#xff01;<\/p>\n<ul>\n<li>\n<p>GUI\u5c42&#xff1a;\u6211\u7528\u7684\u662fPyQt5\u3002\u8fd9\u4e1c\u897f\u5728Windows\u4e0a\u662f\u539f\u751f\u98ce\u683c&#xff0c;\u5728macOS\u4e0a\u81ea\u52a8\u53d8\u6210Aqua\u98ce\u683c&#xff0c;\u5728Linux\u4e0a\u53d8\u6210GTK\u98ce\u683c\u3002\u4e00\u5957\u4ee3\u7801&#xff0c;\u4e09\u5957\u76ae\u80a4&#xff0c;\u6539\u90fd\u4e0d\u7528\u6539\u3002<\/p>\n<\/li>\n<li>\n<p>\u591a\u7ebf\u7a0b\u626b\u63cf\u5f15\u64ce&#xff1a;ThreadPoolExecutor\u662fPython\u6807\u51c6\u5e93&#xff0c;Windows\u548cLinux\u5e95\u5c42\u7684\u7ebf\u7a0b\u6a21\u578b\u4e0d\u4e00\u6837&#xff0c;\u4f46Python\u89e3\u91ca\u5668\u5168\u7ed9\u6211\u5c01\u88c5\u597d\u4e86\u3002<\/p>\n<\/li>\n<li>\n<p>\u65e5\u5fd7\u7cfb\u7edf&#xff1a;logging\u6a21\u5757\u8bfb\u5199\u6587\u4ef6&#xff0c;\u8def\u5f84\u6211\u7528\u7684\u662fos.path.join()&#xff0c;\u5230\u4e86Linux\u81ea\u52a8\u53d8\/&#xff0c;\u5230\u4e86Windows\u81ea\u52a8\u53d8\\\\\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u7ed3\u679c\u5c31\u662f&#xff0c;\u9664\u4e86\u90a3\u4e2a\u8c03\u7528Windows DLL\u7684\u5e95\u5c42\u6a21\u5757\u6211\u52a0\u4e86\u4e2aif sys.platform &#061;&#061; &#039;win32&#039;\u7684\u5224\u65ad\u5916&#xff0c;\u5176\u4f5995%\u7684\u4ee3\u7801&#xff0c;\u4ece\u6211\u7684Windows\u5f00\u53d1\u673a\u62f7\u5230\u6211\u7684Fedora\u7b14\u8bb0\u672c\u548c\u90a3\u53f02022\u6b3eMacBook Air\u4e0a&#xff0c;\u76f4\u63a5python main.py&#xff0c;\u8dd1\u8d77\u6765\u4e86&#xff01;<\/p>\n<p>\u5982\u679c\u6362\u4f5cC&#043;&#043;&#xff0c;\u6211\u5f97\u5728Windows\u4e0b\u7528MSVC\u7f16\u8bd1&#xff0c;\u5728Linux\u4e0b\u7528GCC\u7f16\u8bd1&#xff0c;\u8fd8\u5f97\u5904\u7406Qt\u5e93\u5728\u4e0d\u540c\u7cfb\u7edf\u4e0b\u7684\u94fe\u63a5\u8def\u5f84\u3002\u5149\u662f\u5199CMakeLists.txt&#xff0c;\u5c31\u591f\u6211\u559d\u4e00\u58f6\u7684\u3002<\/p>\n<p>Python\u8bf4&#xff1a;\u7f16\u8bd1&#xff1f;\u90a3\u662f\u4ec0\u4e48&#xff1f;\u6211\u662f\u89e3\u91ca\u578b\u7684&#xff0c;\u76f4\u63a5\u8dd1\u6e90\u7801\u3002<\/p>\n<h4>\u7b2c\u4e09\u56de \u7b2c\u4e8c\u6848&#xff1a;\u81ea\u52a8\u5316\u201c\u4fdd\u6d01\u201d\u811a\u672c\u2014\u2014\u8def\u5f84\u5206\u9694\u7b26\u7684\u9634\u8c0b<\/h4>\n<p>\u7b2c\u4e8c\u4e2a\u6848\u4f8b\u66f4\u6709\u610f\u601d\u3002\u516c\u53f8\u8bbe\u8ba1\u90e8\u6709\u4e2a\u75db\u70b9&#xff1a;\u8bbe\u8ba1\u5e08\u4eec\u6bcf\u5929\u5728\u7535\u8111\u4e0a\u751f\u6210\u4e00\u5806\u4e34\u65f6\u7d20\u6750\u6587\u4ef6&#xff0c;\u684c\u9762\u4e71\u5f97\u50cf\u4e16\u754c\u5927\u6218\u73b0\u573a\u3002\u8001\u5927\u8ba9\u6211\u5199\u4e2a\u201c\u684c\u9762\u6574\u7406\u52a9\u624b\u201d&#xff0c;\u6309\u6587\u4ef6\u540e\u7f00\u81ea\u52a8\u5f52\u7c7b\u5230\u4e0d\u540c\u6587\u4ef6\u5939\u3002<\/p>\n<p>\u9700\u6c42\u4e0d\u590d\u6742&#xff0c;\u4f46\u8bbe\u8ba1\u90e8\u5947\u8469\u5c31\u5947\u8469\u5728\u2014\u2014\u6709\u4eba\u7528Windows&#xff0c;\u6709\u4eba\u7528MacBook\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"862\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260805020113-6a729969e6756.png\" width=\"864\" \/><\/p>\n<p>Windows\u7684\u684c\u9762\u8def\u5f84\u662f&#xff1a;C:\\\\Users\\\\\u5f20\u4e09\\\\Desktop Mac\u7684\u684c\u9762\u8def\u5f84\u662f&#xff1a;\/Users\/zhangsan\/Desktop Windows\u7684\u8def\u5f84\u5206\u9694\u7b26\u662f\u53cd\u659c\u6760\\\\&#xff0c;Mac\u548cLinux\u662f\u6b63\u659c\u6760\/\u3002<\/p>\n<p>\u5982\u679c\u7528Java\u6216C&#043;&#043;\u641e&#xff0c;\u4f60\u9700\u8981\u5199\u4e00\u5806System.getProperty(&#034;os.name&#034;)\u6765\u5224\u65ad&#xff0c;\u7136\u540e\u5206\u522b\u62fc\u63a5\u5b57\u7b26\u4e32\u3002\u7ed3\u679c\u5c31\u662f\u4ee3\u7801\u91cc\u5145\u6ee1\u4e86&#xff1a;<\/p>\n<p>#ifdef _WIN32<br \/>\n \u00a0 \u00a0path &#043;&#061; &#034;\\\\\\\\&#034;;<br \/>\n#else<br \/>\n \u00a0 \u00a0path &#043;&#061; &#034;\/&#034;;<br \/>\n#endif<\/p>\n<p>\u770b\u5f97\u4eba\u5bc6\u96c6\u6050\u60e7\u75c7\u90fd\u72af\u4e86\u3002<\/p>\n<p>\u5230\u4e86Python\u8fd9\u91cc&#xff0c;\u5c31\u4e00\u884c\u4ee3\u7801&#xff1a;<\/p>\n<p>from pathlib import Path<br \/>\ndesktop &#061; Path.home() \/ &#034;Desktop&#034;<\/p>\n<p>\u7ba1\u4f60\u4ec0\u4e48\u64cd\u4f5c\u7cfb\u7edf&#xff0c;Path.home()\u81ea\u52a8\u5b9a\u4f4d\u5230\u5f53\u524d\u7528\u6237\u7684\u5bb6\u76ee\u5f55\u3002\/\u8fd0\u7b97\u7b26\u91cd\u8f7d&#xff0c;\u81ea\u52a8\u4f7f\u7528\u7cfb\u7edf\u6b63\u786e\u7684\u5206\u9694\u7b26\u3002<\/p>\n<p>\u79fb\u52a8\u6587\u4ef6\u4e5f\u7b80\u5355&#xff1a;<\/p>\n<p>for file in Path(desktop).glob(&#039;*.*&#039;):<br \/>\n \u00a0 \u00a0if file.suffix.lower() in image_exts:<br \/>\n \u00a0 \u00a0 \u00a0 \u00a0target &#061; desktop \/ &#034;\u56fe\u7247\u7d20\u6750&#034; \/ file.name<br \/>\n \u00a0 \u00a0 \u00a0 \u00a0file.rename(target)<\/p>\n<p>\u8fd9\u5957\u811a\u672c&#xff0c;\u6211\u662f\u5728Windows\u4e0a\u5199\u7684\u3002\u5199\u5b8c\u76f4\u63a5\u4f20\u7ed9\u7528Mac\u7684\u8bbe\u8ba1\u7ec4\u957f\u3002\u5979\u53cc\u51fb\u7ec8\u7aef&#xff0c;\u7c98\u8d34\u547d\u4ee4&#xff0c;\u56de\u8f66\u2014\u2014\u6587\u4ef6\u50cf\u957f\u4e86\u773c\u775b\u4e00\u6837&#xff0c;\u6574\u6574\u9f50\u9f50\u5730\u5f52\u4e86\u7c7b\u3002<\/p>\n<p>\u5979\u8bf4&#xff1a;\u201c\u8fd9\u8f6f\u4ef6\u597d\u7075\u554a&#xff01;\u201d \u6211\u8bf4&#xff1a;\u201c\u4e0d&#xff0c;\u662f\u6211\u5077\u61d2\u5077\u5f97\u597d\u3002\u201d<\/p>\n<h4>\u7b2c\u56db\u56de \u7b2c\u4e09\u6848&#xff1a;AI\u6a21\u578b\u63a8\u7406\u670d\u52a1\u2014\u2014\u663e\u5361\u9a71\u52a8\u6211\u4e0d\u7ba1&#xff0c;\u6211\u53ea\u7ba1\u5199\u903b\u8f91<\/h4>\n<p>\u5982\u679c\u8bf4\u524d\u4e24\u4e2a\u6848\u4f8b\u53ea\u662f\u201c\u5c0f\u6253\u5c0f\u95f9\u201d&#xff0c;\u90a3\u8fd9\u7b2c\u4e09\u4e2a\u6848\u4f8b\u8db3\u4ee5\u8ba9\u4f20\u7edf\u540e\u7aef\u5f00\u53d1\u60ca\u6389\u4e0b\u5df4\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"855\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260805020114-6a72996a6519e.png\" width=\"860\" \/><\/p>\n<p>\u67d0\u516c\u53f8\u8981\u4e0a\u4e00\u4e2a\u56fe\u7247\u9274\u9ec4\u4e0e\u5408\u89c4\u5ba1\u6838\u7684AI\u670d\u52a1&#xff0c;\u8981\u6c42\u90e8\u7f72\u5728\u5185\u90e8\u670d\u52a1\u5668\u4e0a\u3002\u91c7\u8d2d\u7684\u670d\u52a1\u5668\u4e94\u82b1\u516b\u95e8&#xff1a;\u6709\u914d\u4e86NVIDIA A100\u7684Linux\u8bad\u7ec3\u673a&#xff0c;\u6709\u914d\u4e86AMD\u663e\u5361\u7684Windows\u56fe\u5f62\u5de5\u4f5c\u7ad9&#xff0c;\u8fd8\u6709\u8001\u677f\u81ea\u5df1\u638f\u94b1\u4e70\u7684M2\u82af\u7247Mac Mini\u505a\u6d4b\u8bd5\u3002<\/p>\n<p>\u5982\u679c\u7528C&#043;&#043;\u90e8\u7f72AI\u6a21\u578b&#xff1f;\u4f60\u5f97\u81ea\u5df1\u7ba1\u7406CUDA\u9a71\u52a8\u7248\u672c\u3001cuDNN\u5e93\u3001TensorRT\u7f16\u8bd1\u3002\u5728Linux\u4e0a\u597d\u4e0d\u5bb9\u6613\u8c03\u901a\u4e86&#xff0c;\u6362\u5230Windows\u4e0a&#xff0c;\u9a71\u52a8\u7248\u672c\u4e0d\u517c\u5bb9&#xff0c;\u5168\u90e8\u91cd\u6765\u3002\u5de5\u7a0b\u5316\u90e8\u7f72\u7684\u65f6\u95f4\u662f\u8bad\u7ec3\u65f6\u95f4\u768410\u500d\u3002<\/p>\n<p>\u6362\u6210Python\u5462&#xff1f;<\/p>\n<p>\u76f4\u63a5\u7528transformers&#xff08;Hugging Face&#xff09;\u548ctorch\u3002Python\u7684PyTorch\u751f\u6001\u63d0\u4f9b\u4e86\u6781\u5176\u53d8\u6001\u7684\u8de8\u5e73\u53f0\u9884\u7f16\u8bd1\u5305&#xff1a;<\/p>\n<ul>\n<li>\n<p>Linux &#043; CUDA&#xff1a;pip install torch<\/p>\n<\/li>\n<li>\n<p>Windows &#043; CUDA&#xff1a;\u540c\u6837\u662fpip install torch<\/p>\n<\/li>\n<li>\n<p>macOS &#043; MPS&#xff08;Metal\u52a0\u901f&#xff09;&#xff1a;\u8fd8\u662fpip install torch<\/p>\n<\/li>\n<\/ul>\n<p>from transformers import pipeline<br \/>\nclassifier &#061; pipeline(&#034;image-classification&#034;, model&#061;&#034;&#8230;&#034;)<br \/>\nresult &#061; classifier(&#034;test.jpg&#034;)<\/p>\n<p>\u8fd9\u5957\u4ee3\u7801\u5199\u5b8c\u4e4b\u540e&#xff0c;\u5728Linux\u670d\u52a1\u5668\u4e0a\u8dd1\u901a\u4e86&#xff0c;\u7528scp\u628a.py\u6587\u4ef6\u4f20\u5230Windows\u5de5\u4f5c\u7ad9&#xff0c;python server.py&#xff0c;Web\u670d\u52a1\u76f4\u63a5\u8d77\u6765\u4e86\u3002\u518d\u4f20\u5230Mac Mini\u4e0a&#xff0c;\u8fdepip freeze &gt; requirements.txt\u5bfc\u51fa\u7684\u4f9d\u8d56\u5217\u8868\u90fd\u4e00\u6a21\u4e00\u6837\u3002<\/p>\n<p>\u4e09\u53f0\u673a\u5668&#xff0c;\u4e09\u5957\u786c\u4ef6\u67b6\u6784&#xff08;x86_64\u3001x86_64\u3001ARM64&#xff09;&#xff0c;\u4e00\u5957Python\u4ee3\u7801&#xff0c;\u901a\u5403\u3002<\/p>\n<p>\u4e0d\u662f\u56e0\u4e3a\u6211\u6709\u4e09\u5934\u516d\u81c2&#xff0c;\u800c\u662f\u56e0\u4e3aPython\u793e\u533a\u90a3\u5e2e\u201c\u9876\u7ea7\u61d2\u4eba\u201d\u65e9\u5c31\u628a\u5e95\u5c42\u7684\u5751\u5168\u586b\u5e73\u4e86\u3002\u6211\u4f5c\u4e3a\u5e94\u7528\u5c42\u7a0b\u5e8f\u5458&#xff0c;\u53ea\u8d1f\u8d23\u5199\u4e1a\u52a1\u903b\u8f91\u3002\u8fd9\u53eb\u4ec0\u4e48&#xff1f;\u8fd9\u53eb\u201c\u8e29\u5728\u524d\u4eba\u7684\u80a9\u8180\u4e0a\u5077\u61d2\u201d\u3002<\/p>\n<h4>\u7b2c\u4e94\u56de \u4ed6\u5c71\u4e4b\u77f3&#xff0c;\u53ef\u4ee5\u653b\u7389\u2014\u2014\u9664\u4e86Python&#xff0c;\u8fd8\u6709\u8c01&#xff1f;<\/h4>\n<p>\u6587\u7ae0\u5199\u5230\u8fd9\u91cc&#xff0c;\u80af\u5b9a\u6709\u770b\u5b98\u4e0d\u670d&#xff1a;\u201c\u96be\u9053\u9664\u4e86Python&#xff0c;\u522b\u7684\u8bed\u8a00\u5c31\u4e0d\u80fd\u8de8\u5e73\u53f0\u4e86\u5417&#xff1f;\u4f60\u8fd9\u4e0d\u662f\u6b3a\u8d1f\u8001\u5b9e\u4eba\u5417&#xff1f;\u201d<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"865\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260805020114-6a72996ad2256.png\" width=\"867\" \/><\/p>\n<p>\u5f53\u7136\u4e0d\u662f\u3002Python\u867d\u7136\u597d&#xff0c;\u4f46\u672c\u8d28\u4e0a\u662f\u201c\u89e3\u91ca\u578b\u8bed\u8a00&#043;\u5de8\u65e0\u9738\u8fd0\u884c\u65f6\u201d\u3002\u5b83\u6709\u4e09\u5927\u786c\u4f24&#xff1a;\u4e00\u662f\u6162&#xff08;\u7eaf\u8ba1\u7b97\u6bd4C&#043;&#043;\u6162\u51e0\u5341\u500d&#xff09;&#xff0c;\u4e8c\u662f\u6253\u5305\u540e\u4f53\u79ef\u5927&#xff08;\u968f\u4fbf\u6253\u4e2a\u5305\u4e0a\u767eMB&#xff09;&#xff0c;\u4e09\u662f\u4f9d\u8d56\u73af\u5883&#xff08;\u76ee\u6807\u673a\u5668\u5f97\u88c5Python\u89e3\u91ca\u5668&#xff0c;\u867d\u7136\u73b0\u5728\u53ef\u4ee5\u7528PyInstaller\u6253\u5305&#xff0c;\u4f46\u4f9d\u7136\u5e26\u4e2a\u81c3\u80bf\u7684\u8fd0\u884c\u65f6&#xff09;\u3002<\/p>\n<p>\u90a3\u4e48&#xff0c;\u9664\u4e86Python\u8fd9\u4e2a\u201c\u61d2\u4eba\u795e\u5175\u201d&#xff0c;\u8fd8\u6709\u54ea\u4e9b\u8bed\u8a00\u9002\u5408\u591a\u7cfb\u7edf\u79fb\u690d&#xff1f;\u6211\u5217\u4e2a\u699c\u5355&#xff0c;\u7ed9\u8bf8\u4f4d\u770b\u5b98\u505a\u4e2a\u53c2\u8003\u3002<\/p>\n<p>1. Go\u8bed\u8a00&#xff08;Golang&#xff09;\u2014\u2014\u9759\u6001\u7f16\u8bd1\u7684\u201c\u516d\u8109\u795e\u5251\u201d<\/p>\n<p>Go\u8bed\u8a00\u8fd1\u5e74\u52bf\u5934\u6781\u731b\u3002\u5b83\u7684\u6740\u624b\u950f\u662f&#xff1a;\u7f16\u8bd1\u6210\u9759\u6001\u4e8c\u8fdb\u5236\u6587\u4ef6&#xff0c;\u6ca1\u6709\u4efb\u4f55\u5916\u90e8\u4f9d\u8d56\u3002<\/p>\n<p>\u4f60\u5728Windows\u4e0a\u8bbe\u7f6eGOOS&#061;linux GOARCH&#061;amd64&#xff0c;\u76f4\u63a5\u7f16\u8bd1\u51fa\u4e00\u4e2aLinux\u53ef\u6267\u884c\u6587\u4ef6\u3002\u4e22\u5230\u670d\u52a1\u5668\u4e0a&#xff0c;chmod &#043;x&#xff0c;\u76f4\u63a5\u8dd1\u3002\u8fdePython\u89e3\u91ca\u5668\u90fd\u4e0d\u9700\u8981\u88c5\u3002<\/p>\n<p>Go\u7684\u8de8\u5e73\u53f0\u62bd\u8c61\u505a\u5f97\u6781\u597d\u3002\u7f51\u7edc\u5e93\u3001\u6587\u4ef6\u5e93\u3001\u5e76\u53d1\u6a21\u578b&#xff08;goroutine&#xff09;\u5728Windows\u548cLinux\u4e0b\u7684\u884c\u4e3a\u5b8c\u5168\u4e00\u81f4\u3002\u800c\u4e14\u5b83\u7f16\u8bd1\u51fa\u6765\u7684\u7a0b\u5e8f\u542f\u52a8\u901f\u5ea6\u6781\u5feb\u3001\u5185\u5b58\u5360\u7528\u6781\u5c0f\u3002<\/p>\n<p>\u5982\u679c\u8bf4Python\u662f\u201c\u5f00\u7740\u623f\u8f66\u53bb\u65c5\u884c\u201d&#xff08;\u8212\u670d\u4f46\u7b28\u91cd&#xff09;&#xff0c;\u90a3Go\u5c31\u662f\u201c\u9a91\u7740\u6298\u53e0\u81ea\u884c\u8f66\u201d&#xff08;\u8f7b\u4fbf\u3001\u5feb\u6377&#xff0c;\u6298\u53e0\u8d77\u6765\u62ce\u7740\u5c31\u8d70&#xff09;\u3002<\/p>\n<p>2. Java \/ Kotlin&#xff08;JVM\u751f\u6001&#xff09;\u2014\u2014\u8001\u5f53\u76ca\u58ee\u7684\u201c\u4e7e\u5764\u5927\u632a\u79fb\u201d<\/p>\n<p>Java\u7684\u201cWrite Once, Run Anywhere\u201d\u558a\u4e86\u4e8c\u5341\u591a\u5e74\u4e86&#xff0c;\u867d\u7136\u6709\u5404\u79cd\u5751&#xff0c;\u4f46\u4e0d\u5f97\u4e0d\u627f\u8ba4&#xff0c;\u5728\u4f01\u4e1a\u7ea7\u540e\u7aef\u9886\u57df&#xff0c;JVM\u4f9d\u7136\u662f\u8de8\u5e73\u53f0\u7684\u738b\u8005\u3002<\/p>\n<p>\u53ea\u8981\u76ee\u6807\u673a\u5668\u88c5\u4e86\u5bf9\u5e94\u7248\u672c\u7684JRE&#xff08;Java\u8fd0\u884c\u65f6\u73af\u5883&#xff09;&#xff0c;\u4f60\u7684JAR\u5305\u5c31\u80fd\u8dd1\u3002\u800c\u4e14\u73b0\u5728\u6709\u4e86GraalVM&#xff0c;\u751a\u81f3\u80fd\u628aJava\u7a0b\u5e8f\u7f16\u8bd1\u6210\u539f\u751f\u955c\u50cf&#xff0c;\u5411Go\u770b\u9f50\u3002<\/p>\n<p>\u4e0d\u8fc7Java\u7684\u7f3a\u70b9\u4e5f\u5f88\u660e\u663e&#xff1a;\u8bed\u8a00\u5570\u55e6\u3001\u5185\u5b58\u5360\u7528\u5927\u3001\u542f\u52a8\u6162\u3002\u4f46\u5982\u679c\u4f60\u662f\u8981\u5199\u5927\u578b\u4f01\u4e1a\u7ea7\u4e2d\u95f4\u4ef6&#xff0c;Java\u7684\u751f\u6001\u548c\u7a33\u5b9a\u6027\u4f9d\u7136\u65e0\u4eba\u80fd\u53ca\u3002<\/p>\n<p>3. .NET Core \/ .NET 8&#043;&#xff08;C#&#xff09;\u2014\u2014\u5fae\u8f6f\u7684\u201c\u9006\u88ad\u4e4b\u5203\u201d<\/p>\n<p>\u5f53\u5e74.NET Framework\u7ed1\u6b7b\u5728Windows\u4e0a&#xff0c;\u88abJava\u6309\u5728\u5730\u4e0a\u6469\u64e6\u3002\u5fae\u8f6f\u75db\u5b9a\u601d\u75db&#xff0c;\u641e\u51fa\u4e86.NET Core\u3002\u73b0\u5728\u5230\u4e86.NET 8&#xff0c;\u8de8\u5e73\u53f0\u80fd\u529b\u5df2\u7ecf\u975e\u5e38\u5f3a\u608d\u3002<\/p>\n<p>C#\u8bed\u8a00\u7684\u8bed\u6cd5\u7cd6\u6bd4Java\u751c\u5f97\u591a&#xff0c;\u6027\u80fd\u76f4\u903cC&#043;&#043;\u3002\u800c\u4e14\u5fae\u8f6f\u7684MAUI&#xff08;.NET Multi-platform App UI&#xff09;\u4e5f\u652f\u6301\u8de8\u5e73\u53f0\u684c\u9762\u5e94\u7528\u3002\u5982\u679c\u4f60\u662f\u4eceWindows\u751f\u6001\u8f6c\u8fc7\u6765\u7684\u7a0b\u5e8f\u5458&#xff0c;\u7528C#\u505a\u8de8\u5e73\u53f0&#xff0c;\u4e0a\u624b\u4f1a\u975e\u5e38\u5feb\u3002<\/p>\n<p>4. Rust\u2014\u2014\u5185\u5b58\u5b89\u5168\u7684\u201c\u72ec\u5b64\u4e5d\u5251\u201d<\/p>\n<p>Rust\u6ca1\u6709Go\u90a3\u4e48\u5927\u7684\u8fd0\u884c\u65f6&#xff0c;\u4e5f\u6ca1\u6709Java\u90a3\u4e48\u91cd\u7684\u865a\u62df\u673a\u3002\u5b83\u7f16\u8bd1\u6210\u539f\u751f\u4ee3\u7801&#xff0c;\u6027\u80fd\u548cC&#043;&#043;\u80a9\u5e76\u80a9\u3002\u6700\u5173\u952e\u7684\u662f&#xff0c;\u5b83\u7684\u6240\u6709\u6743\u673a\u5236\u4fdd\u8bc1\u4e86\u5185\u5b58\u5b89\u5168&#xff0c;\u51e0\u4e4e\u6ca1\u6709\u6bb5\u9519\u8bef\u3002<\/p>\n<p>Rust\u7684\u8de8\u5e73\u53f0\u652f\u6301\u9760\u7684\u662fcargo\u6784\u5efa\u7cfb\u7edf\u548ctarget\u4e09\u5143\u7ec4\u3002\u4f60\u53ef\u4ee5\u8f7b\u677e\u7f16\u8bd1\u51faWindows\u3001Linux\u3001macOS\u3001\u751a\u81f3\u5d4c\u5165\u5f0fARM\u5e73\u53f0\u7684\u53ef\u6267\u884c\u6587\u4ef6\u3002<\/p>\n<p>\u4e0d\u8fc7Rust\u7684\u5b66\u4e60\u66f2\u7ebf\u6781\u5176\u9661\u5ced\u3002\u501f\u7528\u4e00\u53e5\u7ecf\u5178\u5410\u69fd&#xff1a;\u201cRust\u4e0d\u4f1a\u8ba9\u4f60\u5199\u51fa\u6709\u5185\u5b58bug\u7684\u4ee3\u7801&#xff0c;\u56e0\u4e3a\u5b83\u538b\u6839\u4e0d\u8ba9\u4f60\u7f16\u8bd1\u901a\u8fc7\u3002\u201d \u6240\u4ee5&#xff0c;\u5982\u679c\u4f60\u60f3\u628a\u5077\u61d2\u53d1\u6325\u5230\u6781\u81f4&#xff0c;Rust\u53ef\u80fd\u4e0d\u592a\u9002\u5408\u2014\u2014\u4e3a\u4e86\u8de8\u5e73\u53f0&#xff0c;\u4f60\u5f97\u5148\u5b66\u4f1a\u5982\u4f55\u8ddf\u501f\u7528\u68c0\u67e5\u5668\u6253\u67b6\u3002<\/p>\n<p>5. JavaScript \/ TypeScript&#xff08;Node.js&#xff09;\u2014\u2014\u524d\u7aef\u5de5\u7a0b\u5e08\u7684\u201c\u964d\u7ef4\u6253\u51fb\u201d<\/p>\n<p>\u4e25\u683c\u6765\u8bf4&#xff0c;Node.js\u4e5f\u662f\u89e3\u91ca\u578b\u8bed\u8a00&#xff0c;\u548cPython\u540c\u5c5e\u4e00\u4e2a\u9635\u8425\u3002\u5b83\u57fa\u4e8eV8\u5f15\u64ce&#xff0c;\u5e95\u5c42\u7528Libuv\u62bd\u8c61\u4e86\u64cd\u4f5c\u7cfb\u7edf\u7684\u4e8b\u4ef6\u5faa\u73af&#xff0c;\u6240\u4ee5\u5728Windows\u548cLinux\u4e0b\u7684\u5f02\u6b65I\/O\u884c\u4e3a\u5b8c\u5168\u4e00\u81f4\u3002<\/p>\n<p>\u800c\u4e14\u73b0\u5728\u6709\u4e86Electron&#xff0c;\u524d\u7aef\u5de5\u7a0b\u5e08\u76f4\u63a5\u62ffHTML&#043;CSS&#043;JS\u5199\u684c\u9762\u5e94\u7528&#xff0c;\u4e00\u5957\u4ee3\u7801\u6253\u5305\u51faWindows\u7684exe\u3001Mac\u7684dmg\u3001Linux\u7684AppImage\u3002\u867d\u7136\u4f53\u79ef\u5de8\u5927&#xff08;\u6253\u5305\u4e2aChrome\u8fdb\u53bb&#xff09;&#xff0c;\u4f46\u751f\u6001\u7e41\u8363&#xff0c;\u4f1a\u7684\u4eba\u591a\u3002<\/p>\n<p>\u5982\u679c\u8d35\u516c\u53f8\u524d\u7aef\u591a\u3001\u540e\u7aef\u5c11&#xff0c;\u7528Node.js\u505a\u8de8\u5e73\u53f0\u5de5\u5177&#xff0c;\u4e0d\u5931\u4e3a\u4e00\u79cd\u201c\u653f\u6cbb\u6b63\u786e\u201d\u7684\u9009\u62e9\u3002<\/p>\n<h4>\u7b2c\u516d\u56de \u5c3e\u58f0&#xff1a;\u5077\u61d2&#xff0c;\u662f\u7a0b\u5e8f\u5458\u7684\u7b2c\u4e00\u751f\u4ea7\u529b<\/h4>\n<p>\u603b\u7ed3\u4e00\u4e0b\u5427\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"861\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260805020115-6a72996b4ba7c.png\" width=\"864\" \/><\/p>\n<p>\u4e3a\u4ec0\u4e48\u8fd1\u5e74\u6765\u6211\u7684\u597d\u591a\u5f00\u6e90\u9879\u76ee\u57fa\u672c\u90fd\u7528Python&#xff1f;<\/p>\n<p>\u56e0\u4e3a\u4e0d\u662f\u6bcf\u4e2a\u9879\u76ee\u90fd\u9700\u8981\u69a8\u5e72CPU\u7684\u6bcf\u4e00\u6ef4\u6027\u80fd&#xff0c;\u4e5f\u4e0d\u662f\u6bcf\u4e2a\u9879\u76ee\u90fd\u9700\u8981\u51e0\u6beb\u79d2\u7684\u6781\u81f4\u54cd\u5e94\u3002\u5927\u90e8\u5206\u4f01\u4e1a\u5185\u90e8\u5de5\u5177\u3001\u81ea\u52a8\u5316\u811a\u672c\u3001AI\u5e94\u7528\u3001\u5b89\u5168\u5ba1\u8ba1\u5de5\u5177&#xff0c;\u74f6\u9888\u90fd\u5728\u201c\u4eba\u201d\u8eab\u4e0a\u2014\u2014\u662f\u5f00\u53d1\u65f6\u95f4\u592a\u957f\u3001\u8c03\u8bd5\u592a\u75db\u82e6\u3001\u79fb\u690d\u592a\u9ebb\u70e6&#xff0c;\u800c\u4e0d\u662f\u673a\u5668\u8dd1\u5f97\u592a\u6162\u3002<\/p>\n<p>Python\u7528\u52a8\u6001\u7c7b\u578b\u7684\u7075\u6d3b\u3001\u6d77\u91cf\u7b2c\u4e09\u65b9\u5e93\u7684\u652f\u6491\u3001\u4ee5\u53ca\u89e3\u91ca\u5668\u5bf9\u64cd\u4f5c\u7cfb\u7edf\u5dee\u5f02\u7684\u5b8c\u7f8e\u5c4f\u853d&#xff0c;\u8ba9\u7a0b\u5e8f\u5458\u53ef\u4ee5\u628a\u7cbe\u529b\u96c6\u4e2d\u5728\u201c\u89e3\u51b3\u4e1a\u52a1\u95ee\u9898\u201d\u4e0a&#xff0c;\u800c\u4e0d\u662f\u201c\u603c\u64cd\u4f5c\u7cfb\u7edfAPI\u201d\u548c\u201c\u6539\u7f16\u8bd1\u914d\u7f6e\u201d\u3002<\/p>\n<p>\u8fd9\u662f\u4e00\u79cd\u9ad8\u7ea7\u7684\u5077\u61d2\u3002<\/p>\n<p>\u4f46\u5077\u61d2\u4e5f\u5f97\u6709\u4e2a\u9650\u5ea6\u3002\u5982\u679c\u4f60\u53d1\u73b0\u9879\u76ee\u5bf9\u6027\u80fd\u6709\u6781\u81f4\u8981\u6c42\u3001\u6216\u8005\u9700\u8981\u90e8\u7f72\u5728\u8d44\u6e90\u6781\u5ea6\u53d7\u9650\u7684\u5d4c\u5165\u5f0f\u8bbe\u5907\u4e0a&#xff0c;\u679c\u65ad\u653e\u5f03Python&#xff0c;\u6295\u5165Go\u6216Rust\u7684\u6000\u62b1\u3002\u5982\u679c\u4f60\u56e2\u961f\u91cc\u5168\u662f.NET\u8001\u70ae&#xff0c;\u5c31\u522b\u5f3a\u884c\u4e0aPython&#xff0c;.NET Core\u540c\u6837\u80fd\u6253\u3002<\/p>\n<p>\u5de5\u5177\u672c\u65e0\u9ad8\u4e0b&#xff0c;\u5077\u61d2\u5404\u6709\u5343\u79cb\u3002<\/p>\n<p>\u6700\u540e\u501f\u7528\u300a\u5927\u8bdd\u6570\u636e\u7ed3\u6784\u300b\u91cc\u7684\u90a3\u53e5\u7ecf\u5178\u6765\u7ed3\u5c3e&#xff1a;<\/p>\n<p>\u201c\u611a\u516c\u79fb\u5c71\u7684\u7cbe\u795e\u503c\u5f97\u656c\u4f69&#xff0c;\u4f46\u611a\u516c\u4e3a\u4ec0\u4e48\u4e0d\u642c\u5bb6\u5462&#xff1f;\u201d<\/p>\n<p>\u5728\u8ba1\u7b97\u673a\u7684\u4e16\u754c\u91cc&#xff0c;\u642c\u201c\u64cd\u4f5c\u7cfb\u7edf\u5dee\u5f02\u201d\u8fd9\u5ea7\u5c71&#xff0c;\u8fdc\u4e0d\u5982\u6362\u4e00\u79cd\u201c\u80fd\u7ed5\u8fc7\u5c71\u201d\u7684\u8bed\u8a00\u6765\u5f97\u5b9e\u5728\u3002<\/p>\n<p>\u8bf8\u4f4d\u770b\u5b98&#xff0c;\u4e0b\u6b21\u8001\u677f\u518d\u8ba9\u4f60\u5199\u4e09\u7cfb\u7edf\u517c\u5bb9\u7684\u5de5\u5177\u65f6&#xff0c;\u5148\u522b\u6025\u7740\u5199\u4ee3\u7801\u3002\u6ce1\u676f\u8336&#xff0c;\u6253\u5f00Python\u5b98\u7f51&#xff0c;\u6216\u8005Go\u5b98\u7f51&#xff0c;\u60f3\u60f3\u8fd9\u7bc7\u6587\u7ae0\u3002<\/p>\n<p>\u7136\u540e\u544a\u8bc9\u8001\u677f&#xff1a;\u201c\u4e09\u5929\u540e\u4ea4\u8d27\u3002\u201d<\/p>\n<p>\u81f3\u4e8e\u90a3\u4e24\u5929\u534a\u7701\u4e0b\u6765\u7684\u65f6\u95f4\u600e\u4e48\u7528&#xff1f;\u522b\u50bb\u4e4e\u4e4e\u5730\u53bb\u6c47\u62a5&#xff0c;\u8d76\u7d27\u6253\u5f00\u4e0b\u4e00\u672c\u6280\u672f\u4e66&#xff0c;\u7ee7\u7eed\u7422\u78e8\u65b0\u7684\u5077\u61d2\u6280\u5de7\u53bb\u3002<\/p>\n<p>\u2014\u2014 \u8fd9\u624d\u662f\u7a0b\u5e8f\u5458\u7684\u7acb\u8eab\u4e4b\u672c\u3002<\/p>\n<p>&#xff08;\u672c\u6587\u5c5e\u5b9e\u6c34\u6587&#xff0c;\u6545\u4e8b\u60c5\u8282\u4e2d\u4eba\u7269\u7eaf\u5c5e\u865a\u6784&#xff0c;\u60a8\u770b\u4e00\u4e50&#xff0c;\u8bf7\u52ff\u5bf9\u53f7\u5165\u5ea7&#xff09;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8001\u677f\u8ba9\u4f60\u5199\u4e2a\u5de5\u5177&#xff0c;Windows\u8981\u8dd1&#xff0c;Mac\u8981\u8dd1&#xff0c;Linux\u4e5f\u8981\u8dd1\u3002\u4f60\u7528C\u5199\u4e86\u4e09\u5957\u7f16\u8bd1\u811a\u672c&#xff0c;\u7528Java\u914d\u4e86\u534a\u5929JVM\u73af\u5883&#xff0c;\u800c\u65c1\u8fb9\u90a3\u54e5\u4eec\u53ea\u7528Python&#xff0c;\u6572\u5b8c\u4ee3\u7801\u76f4\u63a5\u559d\u5496\u5561\u53bb\u4e86\u3002\u4ed6\u544a\u8bc9\u4f60&#xff1a;\u201c\u4e0d\u662f\u6211\u80fd\u5e72&#xff0c;\u662f\u6211\u4f1a\u5077\u61d2\u3002\u201d\u7b2c\u4e00\u56de \u4e09\u5ea7\u5927\u5c71\u538b\u5934\u9876&#xff0c;\u4e00\u95e8\u795e\u529f\u89e3\u5343\u6101\u8bdd\u8bf4\u516c\u51432026\u5e74&#xff0c;\u6211\u6240\u5728\u7684\u201c\u5168\u6808\u6253\u6742\u90e8\u201d\u63a5\u4e86\u4e2a\u4ee4\u4eba\u5934\u5927\u7684\u9700\u6c42&#xff1a;\u5199\u4e00\u4e2a\u5185\u90e8<\/p>\n","protected":false},"author":2,"featured_media":90444,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[10294,81,190],"topic":[],"class_list":["post-90450","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-10294","tag-python","tag-190"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u8bba\u7a0b\u5e8f\u5458\u7684\u5077\u61d2\u827a\u672f\uff1aPython\u8de8\u5e73\u53f0\u201c\u8eba\u5e73\u201d\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/90450.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u8bba\u7a0b\u5e8f\u5458\u7684\u5077\u61d2\u827a\u672f\uff1aPython\u8de8\u5e73\u53f0\u201c\u8eba\u5e73\u201d\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u8001\u677f\u8ba9\u4f60\u5199\u4e2a\u5de5\u5177&#xff0c;Windows\u8981\u8dd1&#xff0c;Mac\u8981\u8dd1&#xff0c;Linux\u4e5f\u8981\u8dd1\u3002\u4f60\u7528C\u5199\u4e86\u4e09\u5957\u7f16\u8bd1\u811a\u672c&#xff0c;\u7528Java\u914d\u4e86\u534a\u5929JVM\u73af\u5883&#xff0c;\u800c\u65c1\u8fb9\u90a3\u54e5\u4eec\u53ea\u7528Python&#xff0c;\u6572\u5b8c\u4ee3\u7801\u76f4\u63a5\u559d\u5496\u5561\u53bb\u4e86\u3002\u4ed6\u544a\u8bc9\u4f60&#xff1a;\u201c\u4e0d\u662f\u6211\u80fd\u5e72&#xff0c;\u662f\u6211\u4f1a\u5077\u61d2\u3002\u201d\u7b2c\u4e00\u56de \u4e09\u5ea7\u5927\u5c71\u538b\u5934\u9876&#xff0c;\u4e00\u95e8\u795e\u529f\u89e3\u5343\u6101\u8bdd\u8bf4\u516c\u51432026\u5e74&#xff0c;\u6211\u6240\u5728\u7684\u201c\u5168\u6808\u6253\u6742\u90e8\u201d\u63a5\u4e86\u4e2a\u4ee4\u4eba\u5934\u5927\u7684\u9700\u6c42&#xff1a;\u5199\u4e00\u4e2a\u5185\u90e8\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/90450.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-05T02:01:16+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260805020113-6a72996901570.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\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\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/90450.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/90450.html\",\"name\":\"\u8bba\u7a0b\u5e8f\u5458\u7684\u5077\u61d2\u827a\u672f\uff1aPython\u8de8\u5e73\u53f0\u201c\u8eba\u5e73\u201d\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-08-05T02:01:16+00:00\",\"dateModified\":\"2026-08-05T02:01:16+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/90450.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/90450.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/90450.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u8bba\u7a0b\u5e8f\u5458\u7684\u5077\u61d2\u827a\u672f\uff1aPython\u8de8\u5e73\u53f0\u201c\u8eba\u5e73\u201d\u6307\u5357\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u8bba\u7a0b\u5e8f\u5458\u7684\u5077\u61d2\u827a\u672f\uff1aPython\u8de8\u5e73\u53f0\u201c\u8eba\u5e73\u201d\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","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":"https:\/\/www.wsisp.com\/helps\/90450.html","og_locale":"zh_CN","og_type":"article","og_title":"\u8bba\u7a0b\u5e8f\u5458\u7684\u5077\u61d2\u827a\u672f\uff1aPython\u8de8\u5e73\u53f0\u201c\u8eba\u5e73\u201d\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u8001\u677f\u8ba9\u4f60\u5199\u4e2a\u5de5\u5177&#xff0c;Windows\u8981\u8dd1&#xff0c;Mac\u8981\u8dd1&#xff0c;Linux\u4e5f\u8981\u8dd1\u3002\u4f60\u7528C\u5199\u4e86\u4e09\u5957\u7f16\u8bd1\u811a\u672c&#xff0c;\u7528Java\u914d\u4e86\u534a\u5929JVM\u73af\u5883&#xff0c;\u800c\u65c1\u8fb9\u90a3\u54e5\u4eec\u53ea\u7528Python&#xff0c;\u6572\u5b8c\u4ee3\u7801\u76f4\u63a5\u559d\u5496\u5561\u53bb\u4e86\u3002\u4ed6\u544a\u8bc9\u4f60&#xff1a;\u201c\u4e0d\u662f\u6211\u80fd\u5e72&#xff0c;\u662f\u6211\u4f1a\u5077\u61d2\u3002\u201d\u7b2c\u4e00\u56de \u4e09\u5ea7\u5927\u5c71\u538b\u5934\u9876&#xff0c;\u4e00\u95e8\u795e\u529f\u89e3\u5343\u6101\u8bdd\u8bf4\u516c\u51432026\u5e74&#xff0c;\u6211\u6240\u5728\u7684\u201c\u5168\u6808\u6253\u6742\u90e8\u201d\u63a5\u4e86\u4e2a\u4ee4\u4eba\u5934\u5927\u7684\u9700\u6c42&#xff1a;\u5199\u4e00\u4e2a\u5185\u90e8","og_url":"https:\/\/www.wsisp.com\/helps\/90450.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-08-05T02:01:16+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260805020113-6a72996901570.png"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"4 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/90450.html","url":"https:\/\/www.wsisp.com\/helps\/90450.html","name":"\u8bba\u7a0b\u5e8f\u5458\u7684\u5077\u61d2\u827a\u672f\uff1aPython\u8de8\u5e73\u53f0\u201c\u8eba\u5e73\u201d\u6307\u5357 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-08-05T02:01:16+00:00","dateModified":"2026-08-05T02:01:16+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/90450.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/90450.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/90450.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u8bba\u7a0b\u5e8f\u5458\u7684\u5077\u61d2\u827a\u672f\uff1aPython\u8de8\u5e73\u53f0\u201c\u8eba\u5e73\u201d\u6307\u5357"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/90450","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=90450"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/90450\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media\/90444"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=90450"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=90450"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=90450"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=90450"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}