{"id":995444,"date":"2024-12-27T09:04:52","date_gmt":"2024-12-27T01:04:52","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/995444.html"},"modified":"2024-12-27T09:04:54","modified_gmt":"2024-12-27T01:04:54","slug":"python%e5%a6%82%e4%bd%95%e5%bf%ab%e9%80%9f%e5%ae%89%e8%a3%85%e5%ba%93","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/995444.html","title":{"rendered":"python\u5982\u4f55\u5feb\u901f\u5b89\u88c5\u5e93"},"content":{"rendered":"

\"python\u5982\u4f55\u5feb\u901f\u5b89\u88c5\u5e93\"<\/p>\n

\u4f7f\u7528Python\u5feb\u901f\u5b89\u88c5\u5e93\u7684\u65b9\u6cd5\u5305\u62ec\uff1a\u4f7f\u7528pip\u547d\u4ee4\u3001\u521b\u5efa\u865a\u62df\u73af\u5883\u3001\u4f7f\u7528requirements.txt\u6587\u4ef6\u3002<\/strong> \u5176\u4e2d\uff0c\u6700\u5e38\u7528\u548c\u76f4\u63a5\u7684\u65b9\u6cd5\u662f\u4f7f\u7528pip\u547d\u4ee4\u3002pip\u662fPython\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u5141\u8bb8\u7528\u6237\u4ecePython Package Index (PyPI) \u5b89\u88c5\u3001\u66f4\u65b0\u3001\u5378\u8f7dPython\u5305\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5Python\u5e93\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u4f7f\u7528PIP\u547d\u4ee4<\/p>\n<\/p>\n

pip\u662fPython\u81ea\u5e26\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u4f7f\u7528pip\u53ef\u4ee5\u8f7b\u677e\u5730\u5b89\u88c5Python\u5e93\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u4f7f\u7528pip\u547d\u4ee4\u5feb\u901f\u5b89\u88c5Python\u5e93\u7684\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n

    \n
  1. \n

    \u5b89\u88c5\u5355\u4e2a\u5e93<\/strong><\/p>\n<\/p>\n

    \u8981\u5b89\u88c5\u5355\u4e2aPython\u5e93\uff0c\u4f60\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u4e2d\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n

    pip install package_name<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u4f8b\u5982\uff0c\u8981\u5b89\u88c5NumPy\u5e93\uff0c\u4f60\u53ea\u9700\u6267\u884c\uff1a<\/p>\n<\/p>\n
    pip install numpy<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u8fd9\u5c06\u4ecePython Package Index (PyPI) \u4e0b\u8f7d\u5e76\u5b89\u88c5NumPy\u5e93\u53ca\u5176\u4f9d\u8d56\u9879\u3002<\/p>\n<\/p>\n<\/li>\n
  2. \n
    \u5347\u7ea7\u5df2\u5b89\u88c5\u7684\u5e93<\/strong><\/p>\n<\/p>\n
    \u82e5\u8981\u5347\u7ea7\u5df2\u5b89\u88c5\u7684\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n
    pip install --upgrade package_name<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u8fd9\u5c06\u628a\u6307\u5b9a\u7684\u5e93\u66f4\u65b0\u5230\u6700\u65b0\u7248\u672c\u3002<\/p>\n<\/p>\n<\/li>\n
  3. \n
    \u5378\u8f7d\u5e93<\/strong><\/p>\n<\/p>\n
    \u5982\u679c\u4f60\u9700\u8981\u5378\u8f7d\u67d0\u4e2a\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n
    pip uninstall package_name<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u8fd9\u5c06\u5220\u9664\u6307\u5b9a\u7684\u5e93\u53ca\u5176\u76f8\u5173\u6587\u4ef6\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
    \u4e8c\u3001\u521b\u5efa\u865a\u62df\u73af\u5883<\/p>\n<\/p>\n
    \u521b\u5efa\u865a\u62df\u73af\u5883\u662f\u7ba1\u7406Python\u9879\u76ee\u4f9d\u8d56\u7684\u6700\u4f73\u5b9e\u8df5\u3002\u865a\u62df\u73af\u5883\u5141\u8bb8\u4f60\u5728\u9694\u79bb\u7684\u73af\u5883\u4e2d\u5b89\u88c5\u5e93\uff0c\u4e0d\u4f1a\u5f71\u54cd\u7cfb\u7edf\u7684\u5176\u4ed6Python\u9879\u76ee\u3002<\/p>\n<\/p>\n
      \n
    1. \n
      \u521b\u5efa\u865a\u62df\u73af\u5883<\/strong><\/p>\n<\/p>\n
      \u9996\u5148\uff0c\u4f60\u9700\u8981\u5728\u9879\u76ee\u76ee\u5f55\u4e0b\u521b\u5efa\u4e00\u4e2a\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n
      python -m venv env_name<\/p>\n
      <\/code><\/pre>\n<\/p>\n
      \u8fd9\u5c06\u521b\u5efa\u4e00\u4e2a\u540d\u4e3aenv_name<\/code>\u7684\u865a\u62df\u73af\u5883\u3002<\/p>\n<\/p>\n<\/li>\n
    2. \n
      \u6fc0\u6d3b\u865a\u62df\u73af\u5883<\/strong><\/p>\n<\/p>\n
      \u5728\u6fc0\u6d3b\u865a\u62df\u73af\u5883\u540e\uff0c\u4f60\u53ef\u4ee5\u5728\u9694\u79bb\u7684\u73af\u5883\u4e2d\u5b89\u88c5\u5e93\uff1a<\/p>\n<\/p>\n
        \n
      • \n
        \u5728Windows\u4e0a\uff1a<\/p>\n<\/p>\n
        .\\env_name\\Scripts\\activate<\/p>\n
        <\/code><\/pre>\n<\/p>\n<\/li>\n
      • \n
        \u5728macOS\u548cLinux\u4e0a\uff1a<\/p>\n<\/p>\n
        source env_name\/bin\/activate<\/p>\n
        <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ul>\n<\/li>\n
      • \n
        \u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u5e93<\/strong><\/p>\n<\/p>\n
        \u73b0\u5728\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528pip\u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u5e93\uff1a<\/p>\n<\/p>\n
        pip install package_name<\/p>\n
        <\/code><\/pre>\n<\/p>\n
        \u8fd9\u5c06\u786e\u4fdd\u5e93\u53ea\u5b89\u88c5\u5728\u5f53\u524d\u865a\u62df\u73af\u5883\u4e2d\u3002<\/p>\n<\/p>\n<\/li>\n
      • \n
        \u9000\u51fa\u865a\u62df\u73af\u5883<\/strong><\/p>\n<\/p>\n
        \u5f53\u4f60\u5b8c\u6210\u5de5\u4f5c\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u9000\u51fa\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n
        deactivate<\/p>\n
        <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n
        \u4e09\u3001\u4f7f\u7528requirements.txt\u6587\u4ef6<\/p>\n<\/p>\n
        requirements.txt\u6587\u4ef6\u7528\u4e8e\u8bb0\u5f55\u9879\u76ee\u7684\u6240\u6709\u4f9d\u8d56\u5e93\u53ca\u5176\u7248\u672c\u4fe1\u606f\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u91cd\u73b0\u5b89\u88c5\u3002<\/p>\n<\/p>\n
          \n
        1. \n
          \u751f\u6210requirements.txt\u6587\u4ef6<\/strong><\/p>\n<\/p>\n
          \u5982\u679c\u4f60\u5df2\u7ecf\u5728\u73af\u5883\u4e2d\u5b89\u88c5\u4e86\u6240\u9700\u7684\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u751f\u6210requirements.txt\u6587\u4ef6\uff1a<\/p>\n<\/p>\n
          pip freeze > requirements.txt<\/p>\n
          <\/code><\/pre>\n<\/p>\n
          \u8fd9\u5c06\u628a\u5f53\u524d\u73af\u5883\u4e2d\u7684\u6240\u6709\u5e93\u548c\u7248\u672c\u4fe1\u606f\u5199\u5165requirements.txt\u6587\u4ef6\u3002<\/p>\n<\/p>\n<\/li>\n
        2. \n
          \u5b89\u88c5requirements.txt\u4e2d\u7684\u5e93<\/strong><\/p>\n<\/p>\n
          \u5728\u65b0\u73af\u5883\u4e2d\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5requirements.txt\u4e2d\u5217\u51fa\u7684\u6240\u6709\u5e93\uff1a<\/p>\n<\/p>\n
          pip install -r requirements.txt<\/p>\n
          <\/code><\/pre>\n<\/p>\n
          \u8fd9\u5c06\u6839\u636erequirements.txt\u6587\u4ef6\u5b89\u88c5\u6307\u5b9a\u7248\u672c\u7684\u5e93\uff0c\u786e\u4fdd\u73af\u5883\u4e00\u81f4\u6027\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
          \u56db\u3001\u4f7f\u7528Anaconda\u7ba1\u7406\u5e93<\/p>\n<\/p>\n
          Anaconda\u662f\u4e00\u4e2a\u6d41\u884c\u7684Python\u53d1\u884c\u7248\uff0c\u7279\u522b\u9002\u5408\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u3002\u5b83\u63d0\u4f9b\u4e86Conda\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u53ef\u4ee5\u7528\u4e8e\u5b89\u88c5\u3001\u66f4\u65b0\u3001\u7ba1\u7406Python\u5e93\u548c\u73af\u5883\u3002<\/p>\n<\/p>\n
            \n
          1. \n
            \u4f7f\u7528Conda\u5b89\u88c5\u5e93<\/strong><\/p>\n<\/p>\n
            Conda\u4e0epip\u7c7b\u4f3c\uff0c\u4f46\u5b83\u8fd8\u53ef\u4ee5\u5b89\u88c5\u975ePython\u5e93\u548c\u5de5\u5177\u3002\u8981\u5b89\u88c5\u4e00\u4e2a\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n
            conda install package_name<\/p>\n
            <\/code><\/pre>\n<\/p>\n
            \u4f8b\u5982\uff0c\u5b89\u88c5Pandas\u5e93\uff1a<\/p>\n<\/p>\n
            conda install pandas<\/p>\n
            <\/code><\/pre>\n<\/p>\n<\/li>\n
          2. \n
            \u521b\u5efaConda\u865a\u62df\u73af\u5883<\/strong><\/p>\n<\/p>\n
            Conda\u4e5f\u652f\u6301\u521b\u5efa\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n
            conda create --name env_name<\/p>\n
            <\/code><\/pre>\n<\/p>\n
            \u6fc0\u6d3bConda\u73af\u5883\uff1a<\/p>\n<\/p>\n
            conda activate env_name<\/p>\n
            <\/code><\/pre>\n<\/p>\n
            \u5728\u6fc0\u6d3b\u7684Conda\u73af\u5883\u4e2d\uff0c\u4f7f\u7528Conda\u6216pip\u5b89\u88c5\u5e93\u3002<\/p>\n<\/p>\n<\/li>\n
          3. \n
            \u4f7f\u7528Conda\u7ba1\u7406\u73af\u5883<\/strong><\/p>\n<\/p>\n
            Conda\u53ef\u4ee5\u5bfc\u51fa\u548c\u5bfc\u5165\u73af\u5883\u914d\u7f6e\uff1a<\/p>\n<\/p>\n
              \n
            • \n
              \u5bfc\u51fa\u73af\u5883\uff1a<\/p>\n<\/p>\n
              conda env export > environment.yml<\/p>\n
              <\/code><\/pre>\n<\/p>\n<\/li>\n
            • \n
              \u6839\u636e\u914d\u7f6e\u6587\u4ef6\u521b\u5efa\u73af\u5883\uff1a<\/p>\n<\/p>\n
              conda env create -f environment.yml<\/p>\n
              <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n
              \u4e94\u3001\u4f7f\u7528\u7b2c\u4e09\u65b9\u5de5\u5177\u52a0\u901f\u5b89\u88c5<\/p>\n<\/p>\n
              \u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5c24\u5176\u662f\u5728\u5b89\u88c5\u5305\u542b\u5927\u91cf\u4f9d\u8d56\u9879\u7684\u5e93\u65f6\uff0c\u4f7f\u7528\u7b2c\u4e09\u65b9\u5de5\u5177\u53ef\u4ee5\u52a0\u901f\u5b89\u88c5\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n
                \n
              1. \n
                \u4f7f\u7528pipenv<\/strong><\/p>\n<\/p>\n
                pipenv\u662f\u4e00\u4e2aPython\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u7ed3\u5408\u4e86pip\u548cvirtualenv\u7684\u529f\u80fd\u3002\u5b83\u53ef\u4ee5\u81ea\u52a8\u5904\u7406\u865a\u62df\u73af\u5883\u548c\u4f9d\u8d56\u7ba1\u7406\u3002<\/p>\n<\/p>\n
                  \n
                • \n
                  \u5b89\u88c5pipenv\uff1a<\/p>\n<\/p>\n
                  pip install pipenv<\/p>\n
                  <\/code><\/pre>\n<\/p>\n<\/li>\n
                • \n
                  \u4f7f\u7528pipenv\u5b89\u88c5\u5e93\uff1a<\/p>\n<\/p>\n
                  pipenv install package_name<\/p>\n
                  <\/code><\/pre>\n<\/p>\n<\/li>\n
                • \n
                  \u6fc0\u6d3bpipenv\u73af\u5883\uff1a<\/p>\n<\/p>\n
                  pipenv shell<\/p>\n
                  <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ul>\n<\/li>\n
                • \n
                  \u4f7f\u7528Poetry<\/strong><\/p>\n<\/p>\n
                  Poetry\u662f\u53e6\u4e00\u4e2a\u73b0\u4ee3\u7684Python\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u4e13\u6ce8\u4e8e\u7b80\u5316\u9879\u76ee\u4f9d\u8d56\u7ba1\u7406\u548c\u6253\u5305\u3002<\/p>\n<\/p>\n
                    \n
                  • \n
                    \u5b89\u88c5Poetry\uff1a<\/p>\n<\/p>\n
                    curl -sSL https:\/\/install.python-poetry.org | python3 -<\/p>\n
                    <\/code><\/pre>\n<\/p>\n<\/li>\n
                  • \n
                    \u521b\u5efa\u9879\u76ee\u5e76\u5b89\u88c5\u5e93\uff1a<\/p>\n<\/p>\n
                    poetry new project_name<\/p>\n
                    cd project_name<\/p>\n
                    poetry add package_name<\/p>\n
                    <\/code><\/pre>\n<\/p>\n<\/li>\n
                  • \n
                    \u6fc0\u6d3bPoetry\u73af\u5883\uff1a<\/p>\n<\/p>\n
                    poetry shell<\/p>\n
                    <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n
                    \u516d\u3001\u603b\u7ed3<\/p>\n<\/p>\n
                    \u5feb\u901f\u5b89\u88c5Python\u5e93\u7684\u65b9\u6cd5\u591a\u79cd\u591a\u6837\uff0c\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u548c\u65b9\u6cd5\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002\u4f7f\u7528pip\u662f\u6700\u76f4\u63a5\u7684\u65b9\u6cd5<\/strong>\uff0c\u800c\u521b\u5efa\u865a\u62df\u73af\u5883<\/strong>\u548c\u4f7f\u7528requirements.txt<\/strong>\u662f\u7ba1\u7406\u9879\u76ee\u4f9d\u8d56\u7684\u6700\u4f73\u5b9e\u8df5\u3002\u6b64\u5916\uff0cAnaconda\u3001pipenv\u3001Poetry<\/strong>\u7b49\u5de5\u5177\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u529f\u80fd\u548c\u4fbf\u5229\u6027\uff0c\u9002\u5408\u4e0d\u540c\u7684\u9879\u76ee\u9700\u6c42\u3002\u65e0\u8bba\u9009\u62e9\u54ea\u79cd\u65b9\u6cd5\uff0c\u4e86\u89e3\u6bcf\u79cd\u5de5\u5177\u7684\u4f18\u7f3a\u70b9\u5c06\u5e2e\u52a9\u4f60\u66f4\u9ad8\u6548\u5730\u7ba1\u7406Python\u9879\u76ee\u7684\u4f9d\u8d56\u3002<\/p>\n<\/p>\n
                    \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
                     \u5982\u4f55\u5728Python\u4e2d\u67e5\u770b\u5df2\u5b89\u88c5\u7684\u5e93\uff1f<\/strong>
                    \u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165pip list<\/code>\u6765\u67e5\u770b\u5f53\u524d\u73af\u5883\u4e2d\u5df2\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u3002\u8fd9\u662f\u7ba1\u7406Python\u5e93\u7684\u4e00\u4e2a\u91cd\u8981\u6b65\u9aa4\uff0c\u786e\u4fdd\u4f60\u4e86\u89e3\u5f53\u524d\u73af\u5883\u7684\u4f9d\u8d56\u5173\u7cfb\u3002<\/p>\n
                    \u5982\u679c\u5b89\u88c5\u5e93\u65f6\u9047\u5230\u6743\u9650\u95ee\u9898\uff0c\u5e94\u8be5\u600e\u4e48\u529e\uff1f<\/strong>
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