{"id":1037279,"date":"2024-12-31T12:13:45","date_gmt":"2024-12-31T04:13:45","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1037279.html"},"modified":"2024-12-31T12:13:47","modified_gmt":"2024-12-31T04:13:47","slug":"%e5%a6%82%e4%bd%95%e6%9f%a5%e7%9c%8b%e8%87%aa%e5%b7%b1python%e5%ae%89%e8%a3%85%e4%ba%86%e5%93%aa%e4%ba%9b%e5%ba%93","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1037279.html","title":{"rendered":"\u5982\u4f55\u67e5\u770b\u81ea\u5df1python\u5b89\u88c5\u4e86\u54ea\u4e9b\u5e93"},"content":{"rendered":"

\"\u5982\u4f55\u67e5\u770b\u81ea\u5df1python\u5b89\u88c5\u4e86\u54ea\u4e9b\u5e93\"<\/p>\n

\u67e5\u770b\u81ea\u5df1Python\u5b89\u88c5\u4e86\u54ea\u4e9b\u5e93<\/strong>\uff0c\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u5b9e\u73b0\uff0c\u5176\u4e2d\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u5305\u62ec\uff1a\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177pip\u3001\u5728\u4ee3\u7801\u4e2d\u8c03\u7528\u76f8\u5173\u5e93\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883\u5de5\u5177\u3001\u4ee5\u53ca\u501f\u52a9IDE\u7684\u529f\u80fd\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u63cf\u8ff0\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u65b9\u6cd5\u6765\u67e5\u770b\u5df2\u5b89\u88c5\u7684Python\u5e93\uff0c\u5e76\u5bf9\u5176\u4e2d\u4e00\u79cd\u65b9\u6cd5\u8fdb\u884c\u8be6\u7ec6\u5c55\u5f00\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u4f7f\u7528pip\u547d\u4ee4\u884c\u5de5\u5177<\/p>\n<\/p>\n

\u4f7f\u7528pip\u5de5\u5177\u662f\u67e5\u770b\u5df2\u5b89\u88c5Python\u5e93\u7684\u6700\u7b80\u5355\u548c\u76f4\u63a5\u7684\u65b9\u6cd5\u3002\u901a\u8fc7\u547d\u4ee4\u884c\u8f93\u5165pip list<\/code>\u3001\u901a\u8fc7\u547d\u4ee4\u884c\u8f93\u5165pip freeze<\/code>\u3001\u901a\u8fc7\u547d\u4ee4\u884c\u8f93\u5165pip show <package_name><\/code><\/strong>\u53ef\u4ee5\u67e5\u770b\u5f53\u524d\u73af\u5883\u4e2d\u5df2\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u53f7\u3002\u4e0b\u9762\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528pip list<\/code>\u3002<\/p>\n<\/p>\n

1\u3001\u901a\u8fc7\u547d\u4ee4\u884c\u8f93\u5165pip list<\/code><\/h3>\n<\/p>\n

pip list<\/code>\u547d\u4ee4\u4f1a\u5217\u51fa\u6240\u6709\u5df2\u5b89\u88c5\u7684\u5e93\u53ca\u5176\u7248\u672c\u53f7\u3002\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n

    \n
  1. \u6253\u5f00\u547d\u4ee4\u884c\u7ec8\u7aef\uff08\u5728Windows\u7cfb\u7edf\u4e2d\u53ef\u4ee5\u4f7f\u7528cmd\u6216PowerShell\uff0cMac\u548cLinux\u7cfb\u7edf\u4e2d\u53ef\u4ee5\u4f7f\u7528Terminal\uff09\u3002<\/li>\n
  2. \u8f93\u5165\u547d\u4ee4pip list<\/code>\u5e76\u56de\u8f66\u3002<\/li>\n
  3. \u7ec8\u7aef\u4f1a\u663e\u793a\u5f53\u524dPython\u73af\u5883\u4e2d\u6240\u6709\u5df2\u5b89\u88c5\u7684\u5e93\u53ca\u5176\u7248\u672c\u53f7\u3002<\/li>\n<\/ol>\n

    \u8fd9\u79cd\u65b9\u6cd5\u4e0d\u4ec5\u7b80\u5355\u76f4\u63a5\uff0c\u800c\u4e14\u9002\u7528\u4e8e\u4efb\u4f55\u64cd\u4f5c\u7cfb\u7edf\uff0c\u662f\u67e5\u770b\u5df2\u5b89\u88c5Python\u5e93\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u4e4b\u4e00\u3002<\/p>\n<\/p>\n

    \u4e8c\u3001\u901a\u8fc7\u4ee3\u7801\u8c03\u7528\u76f8\u5173\u5e93<\/p>\n<\/p>\n

    \u9664\u4e86\u4f7f\u7528pip\u547d\u4ee4\u884c\u5de5\u5177\u5916\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7\u7f16\u5199Python\u4ee3\u7801\u6765\u67e5\u770b\u5df2\u5b89\u88c5\u7684\u5e93\u3002\u4f7f\u7528pkg_resources<\/code>\u6a21\u5757\u3001\u4f7f\u7528pip<\/code>\u6a21\u5757<\/strong>\u90fd\u662f\u5e38\u89c1\u7684\u65b9\u6cd5\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528pkg_resources<\/code>\u6a21\u5757\u3002<\/p>\n<\/p>\n

    2\u3001\u4f7f\u7528pkg_resources<\/code>\u6a21\u5757<\/h3>\n<\/p>\n

    pkg_resources<\/code>\u6a21\u5757\u662fsetuptools\u7684\u4e00\u90e8\u5206\uff0c\u53ef\u4ee5\u7528\u6765\u83b7\u53d6\u5df2\u5b89\u88c5\u7684\u5e93\u4fe1\u606f\u3002\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n

      \n
    1. \u6253\u5f00\u4efb\u610fPython\u7f16\u8f91\u5668\u6216IDE\uff08\u5982PyCharm\u3001VS Code\u7b49\uff09\u3002<\/li>\n
    2. \u7f16\u5199\u5982\u4e0b\u4ee3\u7801\u5e76\u8fd0\u884c\uff1a<\/li>\n<\/ol>\n

      import pkg_resources<\/p>\n
      installed_packages = pkg_resources.working_set<\/p>\n
      installed_packages_list = sorted(["%s==%s" % (i.key, i.version) for i in installed_packages])<\/p>\n
      for package in installed_packages_list:<\/p>\n
          print(package)<\/p>\n
      <\/code><\/pre>\n<\/p>\n
        \n
      1. \u4ee3\u7801\u8fd0\u884c\u540e\uff0c\u4f1a\u5728\u63a7\u5236\u53f0\u8f93\u51fa\u6240\u6709\u5df2\u5b89\u88c5\u5e93\u7684\u540d\u79f0\u53ca\u7248\u672c\u53f7\u3002<\/li>\n<\/ol>\n
        \u4e09\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883\u5de5\u5177<\/p>\n<\/p>\n
        \u865a\u62df\u73af\u5883\u5de5\u5177\uff08\u5982virtualenv\u3001conda\u7b49\uff09\u4e0d\u4ec5\u80fd\u521b\u5efa\u72ec\u7acb\u7684Python\u73af\u5883\uff0c\u8fd8\u80fd\u7ba1\u7406\u548c\u67e5\u770b\u73af\u5883\u4e2d\u7684\u5df2\u5b89\u88c5\u5e93\u3002\u4f7f\u7528virtualenv<\/code>\u5de5\u5177\u3001\u4f7f\u7528conda<\/code>\u5de5\u5177<\/strong>\u662f\u5e38\u89c1\u7684\u65b9\u6cd5\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528virtualenv<\/code>\u5de5\u5177\u3002<\/p>\n<\/p>\n
        3\u3001\u4f7f\u7528virtualenv<\/code>\u5de5\u5177<\/h3>\n<\/p>\n
        virtualenv<\/code>\u5de5\u5177\u53ef\u4ee5\u521b\u5efa\u72ec\u7acb\u7684Python\u73af\u5883\uff0c\u5e76\u80fd\u5728\u8be5\u73af\u5883\u4e2d\u67e5\u770b\u5df2\u5b89\u88c5\u7684\u5e93\u3002\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n
          \n
        1. \u521b\u5efa\u5e76\u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff1a<\/li>\n<\/ol>\n
          # \u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u521b\u5efa\u865a\u62df\u73af\u5883<\/p>\n
          python -m venv myenv<\/p>\n
          \u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff08Windows\uff09<\/strong><\/h2>\n
          myenv\\Scripts\\activate<\/p>\n
          \u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff08Mac\u548cLinux\uff09<\/strong><\/h2>\n
          source myenv\/bin\/activate<\/p>\n
          <\/code><\/pre>\n<\/p>\n
            \n
          1. \u5728\u6fc0\u6d3b\u7684\u865a\u62df\u73af\u5883\u4e2d\uff0c\u8f93\u5165pip list<\/code>\u547d\u4ee4\u67e5\u770b\u5df2\u5b89\u88c5\u7684\u5e93\uff1a<\/li>\n<\/ol>\n
            pip list<\/p>\n
            <\/code><\/pre>\n<\/p>\n
              \n
            1. \u7ec8\u7aef\u4f1a\u663e\u793a\u5f53\u524d\u865a\u62df\u73af\u5883\u4e2d\u5df2\u5b89\u88c5\u7684\u5e93\u53ca\u5176\u7248\u672c\u53f7\u3002<\/li>\n<\/ol>\n
              \u56db\u3001\u501f\u52a9IDE\u7684\u529f\u80fd<\/p>\n<\/p>\n
              \u8bb8\u591a\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u90fd\u5185\u7f6e\u4e86\u67e5\u770b\u5df2\u5b89\u88c5\u5e93\u7684\u529f\u80fd\u3002\u4f7f\u7528PyCharm\u3001\u4f7f\u7528VS Code<\/strong>\u7b49IDE\u90fd\u662f\u5e38\u89c1\u7684\u65b9\u6cd5\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528PyCharm\u67e5\u770b\u5df2\u5b89\u88c5\u7684\u5e93\u3002<\/p>\n<\/p>\n
              4\u3001\u4f7f\u7528PyCharm<\/h3>\n<\/p>\n
              PyCharm\u662f\u4e00\u6b3e\u529f\u80fd\u5f3a\u5927\u7684Python IDE\uff0c\u5185\u7f6e\u4e86\u67e5\u770b\u5df2\u5b89\u88c5\u5e93\u7684\u529f\u80fd\u3002\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n
                \n
              1. \u6253\u5f00PyCharm\u5e76\u52a0\u8f7d\u4f60\u7684Python\u9879\u76ee\u3002<\/li>\n
              2. \u70b9\u51fb\u83dc\u5355\u680f\u4e2d\u7684File<\/code> -> Settings<\/code>\uff08\u5728Mac\u7cfb\u7edf\u4e2d\u4e3aPyCharm<\/code> -> Preferences<\/code>\uff09\u3002<\/li>\n
              3. \u5728\u8bbe\u7f6e\u7a97\u53e3\u4e2d\uff0c\u9009\u62e9Project: <your_project_name><\/code> -> Python Interpreter<\/code>\u3002<\/li>\n
              4. \u5728\u53f3\u4fa7\u7a97\u53e3\u4e2d\u4f1a\u663e\u793a\u5f53\u524d\u9879\u76ee\u73af\u5883\u4e2d\u5df2\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u53f7\u3002<\/li>\n<\/ol>\n
                \u8be6\u7ec6\u63cf\u8ff0pip list<\/code>\u7684\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<\/p>\n
                pip list<\/code>\u662f\u67e5\u770b\u5df2\u5b89\u88c5Python\u5e93\u7684\u6700\u5e38\u7528\u65b9\u6cd5\u4e4b\u4e00\u3002\u5b83\u4e0d\u4ec5\u7b80\u5355\u76f4\u63a5\uff0c\u800c\u4e14\u9002\u7528\u4e8e\u4efb\u4f55\u64cd\u4f5c\u7cfb\u7edf\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528pip list<\/code>\u547d\u4ee4\u3002<\/p>\n<\/p>\n
                \u9996\u5148\uff0c\u9700\u8981\u786e\u4fdd\u7cfb\u7edf\u4e2d\u5df2\u5b89\u88c5\u4e86pip\u5de5\u5177\u3002pip\u662fPython\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u901a\u5e38\u5728\u5b89\u88c5Python\u65f6\u4f1a\u9ed8\u8ba4\u5b89\u88c5\u3002\u5982\u679c\u672a\u5b89\u88c5pip\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\uff1a<\/p>\n<\/p>\n
                # \u5728Windows\u7cfb\u7edf\u4e2d<\/p>\n
                python -m ensurepip --default-pip<\/p>\n
                \u5728Mac\u548cLinux\u7cfb\u7edf\u4e2d<\/strong><\/h2>\n
                sudo apt-get install python3-pip<\/p>\n
                <\/code><\/pre>\n<\/p>\n
                \u5b89\u88c5pip\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\u4f7f\u7528pip list<\/code>\u547d\u4ee4\u67e5\u770b\u5df2\u5b89\u88c5\u5e93\uff1a<\/p>\n<\/p>\n
                  \n
                1. \u6253\u5f00\u547d\u4ee4\u884c\u7ec8\u7aef\uff08\u5728Windows\u7cfb\u7edf\u4e2d\u53ef\u4ee5\u4f7f\u7528cmd\u6216PowerShell\uff0cMac\u548cLinux\u7cfb\u7edf\u4e2d\u53ef\u4ee5\u4f7f\u7528Terminal\uff09\u3002<\/li>\n
                2. \u8f93\u5165\u547d\u4ee4pip list<\/code>\u5e76\u56de\u8f66\u3002<\/li>\n
                3. \u7ec8\u7aef\u4f1a\u663e\u793a\u5f53\u524dPython\u73af\u5883\u4e2d\u6240\u6709\u5df2\u5b89\u88c5\u7684\u5e93\u53ca\u5176\u7248\u672c\u53f7\u3002<\/li>\n<\/ol>\n
                  \u4f8b\u5982\uff0c\u8f93\u5165pip list<\/code>\u540e\u7684\u8f93\u51fa\u53ef\u80fd\u5982\u4e0b\uff1a<\/p>\n<\/p>\n
                  Package         Version<\/p>\n
                  --------------- -------<\/p>\n
                  certifi         2021.5.30<\/p>\n
                  chardet         4.0.0<\/p>\n
                  idna            2.10<\/p>\n
                  numpy           1.21.0<\/p>\n
                  pandas          1.3.0<\/p>\n
                  requests        2.25.1<\/p>\n
                  urllib3         1.26.6<\/p>\n
                  <\/code><\/pre>\n<\/p>\n
                  \u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u67e5\u770b\u5f53\u524dPython\u73af\u5883\u4e2d\u5df2\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u53f7\u3002<\/p>\n<\/p>\n
                  \u603b\u7ed3\uff1a<\/p>\n<\/p>\n
                  \u67e5\u770b\u5df2\u5b89\u88c5\u7684Python\u5e93\u662f\u6bcf\u4e2aPython\u5f00\u53d1\u8005\u5fc5\u5907\u7684\u6280\u80fd\u4e4b\u4e00\u3002\u901a\u8fc7\u4e0a\u8ff0\u65b9\u6cd5\uff0c\u5982\u4f7f\u7528pip\u547d\u4ee4\u884c\u5de5\u5177\u3001\u901a\u8fc7\u4ee3\u7801\u8c03\u7528\u76f8\u5173\u5e93\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883\u5de5\u5177\u3001\u4ee5\u53ca\u501f\u52a9IDE\u7684\u529f\u80fd\uff0c\u90fd\u80fd\u65b9\u4fbf\u5feb\u6377\u5730\u67e5\u770b\u5df2\u5b89\u88c5\u7684\u5e93\u53ca\u5176\u7248\u672c\u53f7\u3002\u901a\u8fc7\u547d\u4ee4\u884c\u8f93\u5165pip list<\/code>\u3001\u901a\u8fc7\u547d\u4ee4\u884c\u8f93\u5165pip freeze<\/code>\u3001\u901a\u8fc7\u547d\u4ee4\u884c\u8f93\u5165pip show <package_name><\/code><\/strong>\u662f\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u4e4b\u4e00\uff0c\u5176\u4e2dpip list<\/code>\u547d\u4ee4\u5c24\u4e3a\u7b80\u5355\u76f4\u63a5\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u64cd\u4f5c\u7cfb\u7edf\uff0c\u975e\u5e38\u503c\u5f97\u63a8\u8350\u3002<\/p>\n<\/p>\n
                  \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
                   \u5982\u4f55\u67e5\u770b\u6211\u7cfb\u7edf\u4e2d\u5b89\u88c5\u4e86\u54ea\u4e9bPython\u5e93\uff1f<\/strong>
                  \u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u4e2d\u8fd0\u884cpip list<\/code>\u6765\u67e5\u770b\u5df2\u5b89\u88c5\u7684\u6240\u6709Python\u5e93\u3002\u8be5\u547d\u4ee4\u4f1a\u663e\u793a\u5e93\u7684\u540d\u79f0\u53ca\u5176\u7248\u672c\u53f7\uff0c\u65b9\u4fbf\u7528\u6237\u4e86\u89e3\u5f53\u524d\u73af\u5883\u4e2d\u53ef\u7528\u7684\u5e93\u3002<\/p>\n
                  \u5982\u679c\u6211\u60f3\u83b7\u53d6\u67d0\u4e2a\u7279\u5b9a\u5e93\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u8be5\u600e\u4e48\u505a\uff1f<\/strong>
                  \u4f7f\u7528pip show \u5e93\u540d<\/code>\u547d\u4ee4\u53ef\u4ee5\u83b7\u53d6\u7279\u5b9a\u5e93\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u5305\u62ec\u7248\u672c\u3001\u5b89\u88c5\u4f4d\u7f6e\u3001\u4f9d\u8d56\u5173\u7cfb\u7b49\u3002\u4f8b\u5982\uff0c\u8f93\u5165pip show numpy<\/code>\u5c06\u663e\u793aNumPy\u5e93\u7684\u76f8\u5173\u4fe1\u606f\u3002<\/p>\n
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