{"id":119505,"date":"2026-10-29T21:01:18","date_gmt":"2026-10-29T13:01:18","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/119505.html"},"modified":"2026-10-29T21:01:18","modified_gmt":"2026-10-29T13:01:18","slug":"%e4%bb%8e-anaconda-%e8%bf%81%e7%a7%bb%e8%87%b3-miniforge-%e6%9e%81%e7%ae%80%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/119505.html","title":{"rendered":"\u4ece Anaconda \u8fc1\u79fb\u81f3 Miniforge \u6781\u7b80\u5b9e\u6218\u6307\u5357"},"content":{"rendered":"

📝 \u5408\u89c4\u907f\u9669：\u4ece Anaconda \u8fc1\u79fb\u81f3 Miniforge \u6781\u7b80\u5b9e\u6218\u6307\u5357<\/h2>\n

\u6458\u8981 \u968f\u7740\u5f00\u6e90\u8bb8\u53ef\u5408\u89c4\u6027\u5ba1\u8ba1\u6536\u7d27，\u4f17\u591a\u5927\u578b\u4f01\u4e1a（\u8d85200\u4eba）\u7eb7\u7eb7\u52a0\u901f\u63a8\u8fdb\u4ece Anaconda \u5411 100% \u514d\u8d39\u5f00\u6e90\u3001\u57fa\u4e8e conda-forge \u793e\u533a\u6258\u7ba1\u7684 Miniforge \u7684\u73af\u5883\u8fc1\u79fb\u3002\u672c\u6587\u5c06\u7b80\u8ff0\u8fd9\u4e00\u6ce2\u8fc1\u79fb\u7684\u6df1\u5c42\u80cc\u666f，\u5e76\u5206\u4eab\u5728\u8fc1\u79fb\u8fc7\u7a0b\u4e2d\u5982\u4f55\u65e0\u7f1d\u4fdd\u7559\u548c\u8fc1\u79fb\u672c\u5730\u539f\u6709\u7684\u865a\u62df\u73af\u5883，\u907f\u5f00\u8fc1\u79fb\u540e\u5e38\u89c1\u7684 bad interpreter \/ bad path \u4f9d\u8d56\u62a5\u9519\u3002<\/p>\n

\n

\u4e00\u3001 \u8fc1\u79fb\u80cc\u666f：\u5927\u5382\u4e3a\u4f55\u52a0\u901f Phase out Anaconda？<\/h3>\n
  • \u5927\u89c4\u6a21\u5546\u4e1a\u5ba1\u8ba1\u4e0e\u9ad8\u989d\u7f5a\u6b3e\u98ce\u9669： \u81ea 2020 \u5e74\u8d77，Anaconda \u4fee\u6539\u4e86\u670d\u52a1\u6761\u6b3e（TOS），\u89c4\u5b9a：\u5458\u5de5\u6570\u8d85\u8fc7 200 \u4eba\u7684\u5546\u4e1a\u673a\u6784\u5728\u529e\u516c\u7535\u8111\u4e0a\u4f7f\u7528 Anaconda \u53ca\u5176\u9ed8\u8ba4\u7684 defaults \u901a\u9053，\u5fc5\u987b\u8d2d\u4e70\u4ed8\u8d39\u5546\u4e1a\u6388\u6743\u3002\u8fd1\u5e74\u6765\u5176\u6cd5\u52a1\u90e8\u95e8\u9891\u7e41\u9488\u5bf9\u8de8\u56fd\u4f01\u4e1a\u5c55\u5f00\u4e0b\u8f7d\u6d41\u91cf IP \u5ba1\u8ba1\u5e76\u53d1\u9001\u9ad8\u989d\u8d26\u5355，\u4f01\u4e1a\u9762\u4e34\u5de8\u5927\u7684\u8d22\u52a1\u4e0e\u6cd5\u5f8b\u5408\u89c4\u98ce\u9669\u3002<\/li>\n
  • Miniforge \u6210\u4e3a\u5b8c\u7f8e\u5f00\u6e90\u5e73\u66ff： Miniforge \u7531 GitHub \u793e\u533a\u4e3b\u5bfc\u5e76\u6258\u7ba1，\u5176\u9ed8\u8ba4\u4e0b\u8f7d\u6e90\u4e3a conda-forge\u3002\u8be5\u901a\u9053\u5b8c\u5168\u5f00\u6e90\u514d\u8d39\u4e14\u5bf9\u5546\u4e1a\u5316\u53cb\u597d，\u80fd\u5f7b\u5e95\u89c4\u907f\u5546\u4e1a\u8bb8\u53ef\u9677\u9631\u3002\u6b64\u5916，\u5176\u4f53\u79ef\u4ec5 50MB \u5de6\u53f3，\u6781\u5176\u8f7b\u91cf，\u4e0d\u6613\u4ea7\u751f\u201c\u8f6f\u4ef6\u81a8\u80c0\u201d\u548c\u5b89\u5168\u6f0f\u6d1e\u653b\u51fb\u3002<\/li>\n
    \n

    \u4e8c\u3001 \u8fc1\u79fb\u524d\u4e09\u6b65<\/h3>\n

    \u7b2c 1 \u6b65：\u5907\u4efd\u5e76\u91cd\u547d\u540d\u65e7 Anaconda \u76ee\u5f55（\u8ba9\u5176\u5931\u6548）<\/h4>\n

    \u4e3a\u4e86\u9632\u6b62\u5378\u8f7d\u8fc7\u7a0b\u610f\u5916\u7269\u7406\u62b9\u9664\u5458\u5de5\u5df2\u6709\u7684\u865a\u62df\u73af\u5883\u6587\u4ef6\u5939，\u6700\u5b89\u5168\u4e14\u6700\u4fdd\u9669\u7684\u505a\u6cd5\u662f\u76f4\u63a5\u901a\u8fc7\u91cd\u547d\u540d\u4f7f\u5176\u5931\u6548\u5e76\u4f5c\u4e3a\u5907\u4efd：<\/p>\n

      \n
    • Linux \u5907\u4efd：mv<\/span> \/root\/anaconda3 \/root\/anaconda3_old\n <\/li>\n
    • Windows \u5907\u4efd： \u5c06 C:\\\\Users\\\\<YourName>\\\\anaconda3 \u91cd\u547d\u540d\u4e3a C:\\\\Users\\\\<YourName>\\\\anaconda3_old\u3002<\/li>\n<\/ul>\n

      \u7b2c 2 \u6b65：\u4e0b\u8f7d\u5e76\u5b89\u88c5 Miniforge<\/h4>\n

      \u524d\u5f80 Miniforge \u5b98\u65b9 GitHub \u4ed3\u5e93 \u4e0b\u8f7d\u5bf9\u5e94\u67b6\u6784\u7684\u6700\u65b0\u5b89\u88c5\u5305\u5e76\u8fd0\u884c\u3002<\/p>\n

      \u7b2c 3 \u6b65：\u914d\u7f6e\u9ed8\u8ba4\u5168\u5c40\u5b89\u5168\u6e90<\/h4>\n

      \u5728\u7528\u6237\u76ee\u5f55\u4e0b\u7f16\u8f91\u6216\u521b\u5efa .condarc，\u5c4f\u853d\u5b98\u65b9\u5546\u4e1a\u6e90，\u4ec5\u5141\u8bb8 conda-forge：<\/p>\n

      channels<\/span>:<\/span>
      \n –<\/span> conda–<\/span>forge
      \nshow_channel_urls<\/span>:<\/span> true<\/span>
      \ndefault_channels<\/span>:<\/span> [<\/span>]<\/span> # \u5f3a\u5236\u6e05\u7a7a\u9ed8\u8ba4defaults\u901a\u9053，\u9632\u6b62\u7531\u4e8e\u8bef\u62c9\u53d6\u89e6\u53d1\u6cd5\u52a1\u5ba1\u8ba1<\/span><\/p>\n

      \n

      \u4e09\u3001 🔥 \u7b2c 4 \u6b65\u7740\u91cd\u653b\u575a：\u73af\u5883\u65e0\u7f1d\u8fc1\u79fb\u4e0e\u907f\u5751\u4fee\u590d（\u53cc\u7cfb\u7edf\u5b9e\u6218）<\/h3>\n

      \u642c\u8fc1\u5b8c Miniforge \u540e，\u5982\u4f55\u5b8c\u6574\u201c\u5ac1\u63a5\u201d\u5e76\u6fc0\u6d3b\u65e7\u865a\u62df\u73af\u5883\u4e0b\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5305，\u5e76\u907f\u514d\u7531\u4e8e\u65e7\u8def\u5f84\u786c\u7f16\u7801\u5bfc\u81f4\u7684\u62a5\u9519？\u8bf7\u6839\u636e\u60a8\u7684\u64cd\u4f5c\u7cfb\u7edf\u9009\u62e9\u5bf9\u5e94\u7684\u4fee\u590d\u65b9\u6848：<\/p>\n

      \n

      🐧 \u65b9\u6848 A：Linux \u7cfb\u7edf\u4e0b\u7684\u8fc1\u79fb\u4e0e\u4fee\u590d<\/h4>\n

      \u5728 Linux \u4e0b，\u7269\u7406\u590d\u5236\u865a\u62df\u73af\u5883\u540e，pip \u7b49\u53ef\u6267\u884c\u811a\u672c\u4f1a\u56e0\u4e3a\u786c\u7f16\u7801\u4e86\u65e7\u7684 Python \u8def\u5f84\u800c\u62a5 bad interpreter \u9519\u8bef\u3002<\/p>\n

      1. \u7269\u7406\u590d\u5236\u865a\u62df\u73af\u5883<\/h5>\n

      \u76f4\u63a5\u5c06\u539f Anaconda \u5907\u4efd\u76ee\u5f55\u4e0b\u7684\u865a\u62df\u73af\u5883\u6587\u4ef6\u5939，\u590d\u5236\u5230\u65b0 Miniforge \u5b89\u88c5\u76ee\u5f55\u4e0b：<\/p>\n

      cp<\/span> -r<\/span> \/root\/anaconda3_old\/envs\/* \/data\/miniforge3\/envs\/<\/p>\n

      2. \u4fee\u590d pip \u53ca\u547d\u4ee4\u884c\u5de5\u5177\u7684 bad interpreter \u9519\u8bef<\/h5>\n

      \u5728\u7269\u7406\u642c\u8fc1\u865a\u62df\u73af\u5883\u540e，\u5f53\u60a8\u6fc0\u6d3b\u65b0\u73af\u5883\u5e76\u8fd0\u884c pip \u65f6，\u5f80\u5f80\u4f1a\u76f4\u63a5\u9047\u5230\u4ee5\u4e0b\u9519\u8bef：<\/p>\n

      (<\/span>ai_env)<\/span> [<\/span>user@gpu project]<\/span># pip show requests<\/span>
      \nbash: \/data\/miniforge3\/envs\/ai_env\/bin\/pip: \/root\/anaconda3\/envs\/ai_env\/bin\/python3.10: bad interpreter: No such file<\/span> or directory<\/p>\n

        \n
      • \n

        \u539f\u56e0\u5206\u6790： \u590d\u5236\u8fc7\u6765\u7684 pip \u53ef\u6267\u884c\u6587\u4ef6\u5728\u7b2c\u4e00\u884c（Shebang \u884c）\u4e2d，\u786c\u7f16\u7801\u4e86\u539f anaconda3 \u7684 Python \u8def\u5f84\u3002\u5f53 Anaconda \u76ee\u5f55\u88ab\u6539\u540d\u6216\u5220\u9664\u540e，pip \u4fbf\u627e\u4e0d\u5230\u539f Python \u89e3\u91ca\u5668\u3002<\/p>\n<\/li>\n

      • \n

        🛠\ufe0f \u89e3\u51b3\u65b9\u6848（Shebang \u4fee\u590d\u6cd5）：<\/p>\n

      • \u8fd0\u884c which pip \u83b7\u53d6\u5176\u5728\u65b0 Miniforge \u4e2d\u7684\u771f\u5b9e\u7269\u7406\u8def\u5f84：\/data\/miniforge3\/envs\/ai_env\/bin\/pip\n <\/li>\n
      • \u4f7f\u7528 vim \u6216\u6587\u672c\u7f16\u8f91\u5668\u6253\u5f00\u8be5 pip \u6587\u4ef6：vim<\/span> \/data\/miniforge3\/envs\/ai_env\/bin\/pip
        \n \u4fee\u6539\u524d\u7684\u5185\u5bb9（\u7b2c\u4e00\u884c）：#!\/root\/anaconda3\/envs\/ai_env\/bin\/python3.10<\/span>
        \n \u4fee\u6539\u540e\u7684\u5185\u5bb9（\u5c06\u8def\u5f84\u6307\u5411\u65b0 Miniforge \u4e0b\u7684 Python）：#!\/data\/miniforge3\/envs\/ai_env\/bin\/python3.10<\/span>
        \n \u4fdd\u5b58\u5e76\u9000\u51fa（:wq）\u3002\u518d\u6b21\u8fd0\u884c pip，\u73af\u5883\u5373\u53ef\u5b8c\u7f8e\u590d\u6d3b！<\/li>\n<\/li>\n<\/ul>\n
        \n

        🪟 \u65b9\u6848 B：Windows \u7cfb\u7edf\u4e0b\u7684\u8fc1\u79fb\u4e0e\u4fee\u590d<\/h4>\n

        \u5728 Windows \u73af\u5883\u4e0b，Conda \u865a\u62df\u73af\u5883\u7684\u8f6c\u79fb\u548c\u4fee\u590d\u903b\u8f91\u6709\u6240\u4e0d\u540c\u3002\u56e0\u4e3a Windows \u4e0d\u4f7f\u7528 Shebang，\u800c\u662f\u901a\u8fc7 Scripts \u76ee\u5f55\u4e0b\u7684\u53ef\u6267\u884c\u542f\u52a8\u5668（\u5982 pip.exe）\u5185\u90e8\u786c\u7f16\u7801\u7684\u8def\u5f84\u8fdb\u884c\u89e3\u6790\u3002<\/p>\n

        1. \u7269\u7406\u590d\u5236\u865a\u62df\u73af\u5883<\/h5>\n

        \u5c06\u5907\u4efd\u76ee\u5f55\u4e2d\u7684\u865a\u62df\u73af\u5883，\u76f4\u63a5\u7269\u7406\u590d\u5236\u5230 Miniforge \u76ee\u5f55\u4e0b：<\/p>\n

          \n
        • \u6e90\u8def\u5f84：C:\\\\Users\\\\<Name>\\\\anaconda3_old\\\\envs\\\\<env_name><\/li>\n
        • \u76ee\u6807\u8def\u5f84：C:\\\\Users\\\\<Name>\\\\miniforge3\\\\envs\\\\<env_name><\/li>\n<\/ul>\n
          2. \u4fee\u590d Scripts \u76ee\u5f55\u4e0b .exe \u5de5\u5177\u5931\u6548\u95ee\u9898 (Bad Path \u4fee\u590d)<\/h5>\n

          \u5728 Windows \u4e2d，\u5f53\u60a8\u7269\u7406\u590d\u5236\u4e86\u73af\u5883\u540e，\u7531\u4e8e pip.exe\u3001ipython.exe \u7b49\u53ef\u6267\u884c\u6587\u4ef6\u5185\u90e8\u786c\u7f16\u7801\u7ed1\u5b9a\u4e86\u6700\u521d\u5b89\u88c5\u5b83\u4eec\u7684\u90a3\u4e2a\u65e7 python.exe \u8def\u5f84，\u4e00\u65e6\u539f\u8def\u5f84\u5931\u6548，\u5b83\u4eec\u5c31\u4f1a\u5f7b\u5e95\u7f62\u5de5\u3002<\/p>\n

            \n
          • 🛠\ufe0f \u89e3\u51b3\u65b9\u6848（\u5f3a\u529b\u91cd\u6784\u6cd5）：\n
          • \u6253\u5f00 Miniforge Prompt（\u6216\u6fc0\u6d3b\u4e86 Conda \u73af\u5883\u53d8\u91cf\u7684\u547d\u4ee4\u884c），\u6fc0\u6d3b\u5df2\u8fc1\u79fb\u7684\u76ee\u6807\u865a\u62df\u73af\u5883：conda activate C:\\\\Users\\\\<YourName>\\\\miniforge3\\\\envs\\\\<env_name>\n <\/li>\n
          • \u5f3a\u5236\u8ba9\u73af\u5883\u4f7f\u7528\u5f53\u524d\u65b0\u8def\u5f84\u7684 python.exe \u91cd\u65b0\u5b89\u88c5\/\u66f4\u65b0 pip：python -m pip install –upgrade –force-reinstall pip\n
              \n
            • \u4e3a\u4ec0\u4e48\u8fd9\u7ba1\u7528：\u6b64\u547d\u4ee4\u4f1a\u5f3a\u5236 Python \u5728\u5f53\u524d\u73af\u5883\u4e0b\u91cd\u65b0\u7f16\u8bd1\u5e76\u8f93\u51fa\u6240\u6709\u7684 .exe \u542f\u52a8\u7a0b\u5e8f，\u5185\u90e8\u7684\u8def\u5f84\u4f1a\u81ea\u52a8\u66f4\u65b0\u4e3a\u6700\u65b0\u7684 C:\\\\Users\\\\<YourName>\\\\miniforge3\\\\envs\\\\<env_name>\\\\python.exe，\u5b8c\u7f8e\u89e3\u51b3\u7531\u4e8e\u7269\u7406\u642c\u8fc1\u5e26\u6765\u7684\u8def\u5f84\u6b7b\u9501\u3002<\/li>\n<\/ul>\n<\/li>\n<\/li>\n<\/ul>\n
              3. \u6279\u91cf\u4fee\u6539 .bat \u811a\u672c\u4e2d\u7684\u786c\u7f16\u7801\u65e7\u8def\u5f84<\/h5>\n

              \u6709\u4e9b\u7b2c\u4e09\u65b9\u5e93\u4f1a\u5728 Scripts \u76ee\u5f55\u4e0b\u751f\u6210 .bat \u6216 .ps1 \u542f\u52a8\u811a\u672c\u3002\u6211\u4eec\u9700\u8981\u8fd0\u884c\u8fd9\u6bb5\u6781\u7b80\u7684 Python \u811a\u672c，\u77ac\u95f4\u81ea\u52a8\u5b8c\u6210\u5168\u91cf\u66ff\u6362：<\/p>\n

              import<\/span> os<\/p>\n

              # \u5b9a\u4e49\u60a8\u8fc1\u79fb\u524d\u540e\u7684\u771f\u5b9e\u8def\u5f84<\/span>
              \nold_path =<\/span> r"C:\\\\Users\\\\YourName\\\\anaconda3_old\\\\envs\\\\my_env"<\/span>
              \nnew_path =<\/span> r"C:\\\\Users\\\\YourName\\\\miniforge3\\\\envs\\\\my_env"<\/span><\/p>\n

              scripts_dir =<\/span> os.<\/span>path.<\/span>join(<\/span>new_path,<\/span> "Scripts"<\/span>)<\/span><\/p>\n

              for<\/span> filename in<\/span> os.<\/span>listdir(<\/span>scripts_dir)<\/span>:<\/span>
              \n file_path =<\/span> os.<\/span>path.<\/span>join(<\/span>scripts_dir,<\/span> filename)<\/span>
              \n if<\/span> filename.<\/span>endswith(<\/span>(<\/span>'.bat'<\/span>,<\/span> '.ps1'<\/span>)<\/span>)<\/span>:<\/span>
              \n try<\/span>:<\/span>
              \n with<\/span> open<\/span>(<\/span>file_path,<\/span> 'r'<\/span>,<\/span> encoding=<\/span>'utf-8'<\/span>)<\/span> as<\/span> f:<\/span>
              \n content =<\/span> f.<\/span>read(<\/span>)<\/span>
              \n if<\/span> old_path in<\/span> content:<\/span>
              \n print<\/span>(<\/span>f"\u6b63\u5728\u4fee\u590d\u811a\u672c: <\/span>{<\/span>filename}<\/span><\/span>"<\/span><\/span>)<\/span>
              \n new_content =<\/span> content.<\/span>replace(<\/span>old_path,<\/span> new_path)<\/span>
              \n with<\/span> open<\/span>(<\/span>file_path,<\/span> 'w'<\/span>,<\/span> encoding=<\/span>'utf-8'<\/span>)<\/span> as<\/span> f:<\/span>
              \n f.<\/span>write(<\/span>new_content)<\/span>
              \n except<\/span> Exception as<\/span> e:<\/span>
              \n print<\/span>(<\/span>f"\u8df3\u8fc7\u6587\u4ef6 <\/span>{<\/span>filename}<\/span><\/span>: <\/span>{<\/span>e}<\/span><\/span>"<\/span><\/span>)<\/span><\/p>\n

              \n

              \u56db\u3001 🎯 \u7ecf\u9a8c\u603b\u7ed3\u4e0e\u6700\u4f73\u5b9e\u8df5<\/h3>\n
            • \u4e0d\u8981\u8f7b\u6613\u5168\u5c40\u7edf\u914d no_proxy： \u5728\u5927\u578b\u4f01\u4e1a\u5185\u7f51\u4e2d，\u4f7f\u7528 .company.com \u7edf\u914d\u514d\u4ee3\u7406\u4f1a\u5bfc\u81f4\u9700\u8981\u901a\u8fc7\u4ee3\u7406\u51fa\u53e3\u7684\u5b89\u5168\u533a\u7f51\u7ad9\u65e0\u6cd5\u8bbf\u95ee\u3002\u5e94\u5c3d\u91cf\u7ec6\u5316\u514d\u4ee3\u7406\u767d\u540d\u5355\u3002<\/li>\n
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