{"id":1118048,"date":"2025-01-08T18:31:44","date_gmt":"2025-01-08T10:31:44","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1118048.html"},"modified":"2025-01-08T18:31:47","modified_gmt":"2025-01-08T10:31:47","slug":"%e5%a6%82%e4%bd%95%e6%9f%a5%e7%9c%8b%e8%87%aa%e5%b7%b1python%e9%83%bd%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\/1118048.html","title":{"rendered":"\u5982\u4f55\u67e5\u770b\u81ea\u5df1Python\u90fd\u5b89\u88c5\u4e86\u54ea\u4e9b\u5e93"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25081710\/125c0133-1175-444e-b31a-a41fd3d125df.webp\" alt=\"\u5982\u4f55\u67e5\u770b\u81ea\u5df1Python\u90fd\u5b89\u88c5\u4e86\u54ea\u4e9b\u5e93\" \/><\/p>\n<p><p> <strong>\u67e5\u770b\u81ea\u5df1Python\u90fd\u5b89\u88c5\u4e86\u54ea\u4e9b\u5e93\u7684\u65b9\u6cd5<\/strong>\uff1a\u4f7f\u7528pip list\u3001\u4f7f\u7528conda list\u3001\u67e5\u770b\u865a\u62df\u73af\u5883\u4e2d\u7684\u5e93\u3001\u901a\u8fc7\u4ee3\u7801\u52a8\u6001\u83b7\u53d6\u5e93\u5217\u8868\u3002<strong>\u4f7f\u7528pip list<\/strong> \u662f\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u4e4b\u4e00\u3002\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b\uff1a\u6253\u5f00\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\uff0c\u8f93\u5165\u547d\u4ee4 <code>pip list<\/code>\uff0c\u7136\u540e\u6309\u4e0b\u56de\u8f66\u952e\uff0c\u5373\u53ef\u663e\u793a\u5f53\u524dPython\u73af\u5883\u4e2d\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u4fe1\u606f\u3002\u8fd9\u4e2a\u547d\u4ee4\u4f1a\u5217\u51fa\u6240\u6709\u901a\u8fc7pip\u5b89\u88c5\u7684\u5e93\uff0c\u5e76\u6309\u5b57\u6bcd\u987a\u5e8f\u6392\u5217\uff0c\u65b9\u4fbf\u7528\u6237\u67e5\u627e\u548c\u7ba1\u7406\u3002<\/p>\n<\/p>\n<p><p>\u4f7f\u7528 <code>pip list<\/code> \u547d\u4ee4\u4e0d\u4ec5\u80fd\u5e2e\u52a9\u4f60\u5feb\u901f\u67e5\u770b\u5b89\u88c5\u7684\u5e93\uff0c\u8fd8\u80fd\u7ed3\u5408\u5176\u4ed6\u547d\u4ee4\u5b9e\u73b0\u66f4\u591a\u529f\u80fd\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528 <code>pip freeze &gt; requirements.txt<\/code> \u5c06\u6240\u6709\u5e93\u548c\u7248\u672c\u4fe1\u606f\u5bfc\u51fa\u5230\u4e00\u4e2a\u6587\u4ef6\u4e2d\uff0c\u65b9\u4fbf\u5206\u4eab\u6216\u5728\u5176\u4ed6\u73af\u5883\u4e2d\u91cd\u65b0\u5b89\u88c5\u76f8\u540c\u7684\u5e93\u3002\u8fd9\u4e2a\u6587\u4ef6\u901a\u5e38\u7528\u4e8e\u9879\u76ee\u7684\u4f9d\u8d56\u7ba1\u7406\uff0c\u7279\u522b\u662f\u5728\u90e8\u7f72\u548c\u56e2\u961f\u534f\u4f5c\u4e2d\u975e\u5e38\u6709\u7528\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528pip list<\/h3>\n<\/p>\n<p><p><code>pip list<\/code> \u662f\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u4e4b\u4e00\uff0c\u5b83\u53ef\u4ee5\u5217\u51fa\u5f53\u524dPython\u73af\u5883\u4e2d\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u4fe1\u606f\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u4ecb\u7ecd\uff1a<\/p>\n<\/p>\n<p><h4>1.1 \u6253\u5f00\u547d\u4ee4\u884c\u6216\u7ec8\u7aef<\/h4>\n<\/p>\n<p><p>\u65e0\u8bba\u4f60\u4f7f\u7528\u7684\u662fWindows\u3001macOS\u8fd8\u662fLinux\uff0c\u90fd\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u6253\u5f00\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>Windows<\/strong>: \u6309\u4e0b <code>Win + R<\/code> \u952e\uff0c\u8f93\u5165 <code>cmd<\/code> \u5e76\u6309\u4e0b\u56de\u8f66\u952e\u3002<\/li>\n<li><strong>macOS<\/strong>: \u6309\u4e0b <code>Command + Space<\/code> \u952e\uff0c\u8f93\u5165 <code>Terminal<\/code> \u5e76\u6309\u4e0b\u56de\u8f66\u952e\u3002<\/li>\n<li><strong>Linux<\/strong>: \u6309\u4e0b <code>Ctrl + Alt + T<\/code> \u952e\u3002<\/li>\n<\/ul>\n<p><h4>1.2 \u8f93\u5165\u547d\u4ee4<\/h4>\n<\/p>\n<p><p>\u5728\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff0c\u5e76\u6309\u4e0b\u56de\u8f66\u952e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">pip list<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>1.3 \u67e5\u770b\u8f93\u51fa\u7ed3\u679c<\/h4>\n<\/p>\n<p><p>\u547d\u4ee4\u6267\u884c\u540e\uff0c\u4f60\u5c06\u770b\u5230\u7c7b\u4f3c\u4e8e\u4ee5\u4e0b\u7684\u8f93\u51fa\u7ed3\u679c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">Package         Version<\/p>\n<p>--------------- -------<\/p>\n<p>numpy           1.21.0<\/p>\n<p>pandas          1.3.0<\/p>\n<p>requests        2.25.1<\/p>\n<p>scipy           1.7.0<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u4e9b\u4fe1\u606f\u5217\u51fa\u4e86\u5f53\u524dPython\u73af\u5883\u4e2d\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u5bf9\u5e94\u7684\u7248\u672c\u53f7\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u4f60\u53ef\u4ee5\u6e05\u695a\u5730\u77e5\u9053\u54ea\u4e9b\u5e93\u5df2\u7ecf\u5b89\u88c5\uff0c\u5e76\u53ef\u4ee5\u6839\u636e\u9700\u8981\u8fdb\u884c\u5347\u7ea7\u3001\u5378\u8f7d\u6216\u91cd\u65b0\u5b89\u88c5\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u4f7f\u7528conda list<\/h3>\n<\/p>\n<p><p>\u5982\u679c\u4f60\u4f7f\u7528\u7684\u662fAnaconda\u6216Miniconda\u73af\u5883\uff0c\u53ef\u4ee5\u4f7f\u7528 <code>conda list<\/code> \u547d\u4ee4\u67e5\u770b\u5b89\u88c5\u7684\u5e93\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u4ecb\u7ecd\uff1a<\/p>\n<\/p>\n<p><h4>2.1 \u6253\u5f00\u547d\u4ee4\u884c\u6216\u7ec8\u7aef<\/h4>\n<\/p>\n<p><p>\u4e0e\u4e0a\u4e00\u8282\u76f8\u540c\uff0c\u6309\u7167\u64cd\u4f5c\u7cfb\u7edf\u7684\u4e0d\u540c\u65b9\u5f0f\u6253\u5f00\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u3002<\/p>\n<\/p>\n<p><h4>2.2 \u8f93\u5165\u547d\u4ee4<\/h4>\n<\/p>\n<p><p>\u5728\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff0c\u5e76\u6309\u4e0b\u56de\u8f66\u952e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">conda list<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2.3 \u67e5\u770b\u8f93\u51fa\u7ed3\u679c<\/h4>\n<\/p>\n<p><p>\u547d\u4ee4\u6267\u884c\u540e\uff0c\u4f60\u5c06\u770b\u5230\u7c7b\u4f3c\u4e8e\u4ee5\u4e0b\u7684\u8f93\u51fa\u7ed3\u679c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\"># packages in environment at \/path\/to\/conda\/envs\/env_name:<\/p>\n<p>#<\/p>\n<h2><strong>Name                    Version                   Build  Channel<\/strong><\/h2>\n<p>numpy                     1.21.0           py38h20f2e39_0<\/p>\n<p>pandas                    1.3.0            py38h2531618_0<\/p>\n<p>requests                  2.25.1             pyhd3eb1b0_0<\/p>\n<p>scipy                     1.7.0            py38h7b17777_0<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u4e9b\u4fe1\u606f\u5217\u51fa\u4e86\u5f53\u524dConda\u73af\u5883\u4e2d\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u5bf9\u5e94\u7684\u7248\u672c\u53f7\u548c\u6784\u5efa\u4fe1\u606f\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u4f60\u53ef\u4ee5\u7ba1\u7406Conda\u73af\u5883\u4e2d\u7684\u4f9d\u8d56\u5e93\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u67e5\u770b\u865a\u62df\u73af\u5883\u4e2d\u7684\u5e93<\/h3>\n<\/p>\n<p><p>\u865a\u62df\u73af\u5883\u662f\u4e00\u79cd\u9694\u79bb\u7684Python\u73af\u5883\uff0c\u53ef\u4ee5\u907f\u514d\u4e0d\u540c\u9879\u76ee\u4e4b\u95f4\u7684\u5e93\u51b2\u7a81\u3002\u4ee5\u4e0b\u662f\u67e5\u770b\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u5e93\u7684\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<p><h4>3.1 \u6fc0\u6d3b\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u4f60\u9700\u8981\u6fc0\u6d3b\u865a\u62df\u73af\u5883\u3002\u5047\u8bbe\u865a\u62df\u73af\u5883\u540d\u4e3a <code>myenv<\/code>\uff0c\u5728\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>Windows<\/strong>:<\/li>\n<\/ul>\n<p><pre><code class=\"language-sh\">myenv\\Scripts\\activate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li><strong>macOS\/Linux<\/strong>:<\/li>\n<\/ul>\n<p><pre><code class=\"language-sh\">source myenv\/bin\/activate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6fc0\u6d3b\u865a\u62df\u73af\u5883\u540e\uff0c\u547d\u4ee4\u884c\u63d0\u793a\u7b26\u4f1a\u6709\u6240\u53d8\u5316\uff0c\u663e\u793a\u5f53\u524d\u865a\u62df\u73af\u5883\u7684\u540d\u79f0\u3002<\/p>\n<\/p>\n<p><h4>3.2 \u4f7f\u7528pip list\u67e5\u770b\u5e93<\/h4>\n<\/p>\n<p><p>\u5728\u6fc0\u6d3b\u865a\u62df\u73af\u5883\u540e\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u67e5\u770b\u5b89\u88c5\u7684\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">pip list<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3.3 \u9000\u51fa\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u67e5\u770b\u5b8c\u5b89\u88c5\u7684\u5e93\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u9000\u51fa\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">deactivate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u56db\u3001\u901a\u8fc7\u4ee3\u7801\u52a8\u6001\u83b7\u53d6\u5e93\u5217\u8868<\/h3>\n<\/p>\n<p><p>\u9664\u4e86\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u7f16\u5199Python\u4ee3\u7801\u52a8\u6001\u83b7\u53d6\u5f53\u524d\u73af\u5883\u4e2d\u5b89\u88c5\u7684\u5e93\u5217\u8868\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pkg_resources<\/p>\n<p>installed_packages = pkg_resources.working_set<\/p>\n<p>installed_packages_list = sorted([&quot;%s==%s&quot; % (i.key, i.version) for i in installed_packages])<\/p>\n<p>for package in installed_packages_list:<\/p>\n<p>    print(package)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4.1 \u8fd0\u884c\u4ee3\u7801<\/h4>\n<\/p>\n<p><p>\u5c06\u4e0a\u8ff0\u4ee3\u7801\u4fdd\u5b58\u5230\u4e00\u4e2aPython\u6587\u4ef6\u4e2d\uff08\u4f8b\u5982 <code>list_installed_packages.py<\/code>\uff09\uff0c\u7136\u540e\u8fd0\u884c\u8be5\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">python list_installed_packages.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4.2 \u67e5\u770b\u8f93\u51fa\u7ed3\u679c<\/h4>\n<\/p>\n<p><p>\u8fd0\u884c\u4ee3\u7801\u540e\uff0c\u4f60\u5c06\u770b\u5230\u7c7b\u4f3c\u4e8e\u4ee5\u4e0b\u7684\u8f93\u51fa\u7ed3\u679c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">numpy==1.21.0<\/p>\n<p>pandas==1.3.0<\/p>\n<p>requests==2.25.1<\/p>\n<p>scipy==1.7.0<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u79cd\u65b9\u5f0f\u53ef\u4ee5\u8ba9\u4f60\u901a\u8fc7\u7f16\u7a0b\u7684\u65b9\u5f0f\u83b7\u53d6\u5b89\u88c5\u5e93\u7684\u4fe1\u606f\uff0c\u9002\u7528\u4e8e\u9700\u8981\u5728\u4ee3\u7801\u4e2d\u52a8\u6001\u68c0\u67e5\u4f9d\u8d56\u7684\u573a\u666f\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u4f7f\u7528pip freeze<\/h3>\n<\/p>\n<p><p><code>pip freeze<\/code> \u547d\u4ee4\u53ef\u4ee5\u5217\u51fa\u5f53\u524d\u73af\u5883\u4e2d\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u4fe1\u606f\uff0c\u5e76\u4ee5\u7279\u5b9a\u683c\u5f0f\u8f93\u51fa\uff0c\u5e38\u7528\u4e8e\u751f\u6210\u4f9d\u8d56\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u4ecb\u7ecd\uff1a<\/p>\n<\/p>\n<p><h4>5.1 \u6253\u5f00\u547d\u4ee4\u884c\u6216\u7ec8\u7aef<\/h4>\n<\/p>\n<p><p>\u4e0e\u4e4b\u524d\u6b65\u9aa4\u76f8\u540c\uff0c\u6309\u7167\u64cd\u4f5c\u7cfb\u7edf\u7684\u4e0d\u540c\u65b9\u5f0f\u6253\u5f00\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u3002<\/p>\n<\/p>\n<p><h4>5.2 \u8f93\u5165\u547d\u4ee4<\/h4>\n<\/p>\n<p><p>\u5728\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff0c\u5e76\u6309\u4e0b\u56de\u8f66\u952e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">pip freeze<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>5.3 \u67e5\u770b\u8f93\u51fa\u7ed3\u679c<\/h4>\n<\/p>\n<p><p>\u547d\u4ee4\u6267\u884c\u540e\uff0c\u4f60\u5c06\u770b\u5230\u7c7b\u4f3c\u4e8e\u4ee5\u4e0b\u7684\u8f93\u51fa\u7ed3\u679c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">numpy==1.21.0<\/p>\n<p>pandas==1.3.0<\/p>\n<p>requests==2.25.1<\/p>\n<p>scipy==1.7.0<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u79cd\u8f93\u51fa\u683c\u5f0f\u53ef\u4ee5\u76f4\u63a5\u7528\u4e8e\u751f\u6210\u4f9d\u8d56\u6587\u4ef6\u3002\u4f60\u53ef\u4ee5\u5c06\u8f93\u51fa\u91cd\u5b9a\u5411\u5230\u4e00\u4e2a\u6587\u4ef6\u4e2d\uff0c\u4f8b\u5982 <code>requirements.txt<\/code>\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">pip freeze &gt; requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u751f\u6210\u7684 <code>requirements.txt<\/code> \u6587\u4ef6\u53ef\u4ee5\u7528\u4e8e\u5728\u5176\u4ed6\u73af\u5883\u4e2d\u5b89\u88c5\u76f8\u540c\u7684\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">pip install -r requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516d\u3001\u4f7f\u7528\u7b2c\u4e09\u65b9\u5de5\u5177<\/h3>\n<\/p>\n<p><p>\u9664\u4e86\u5185\u7f6e\u7684\u547d\u4ee4\u884c\u5de5\u5177\u548c\u7f16\u7a0b\u65b9\u6cd5\uff0c\u8fd8\u6709\u4e00\u4e9b\u7b2c\u4e09\u65b9\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u4f60\u7ba1\u7406\u548c\u67e5\u770b\u5b89\u88c5\u7684\u5e93\u3002\u4f8b\u5982\uff0c <code>pipenv<\/code> \u662f\u4e00\u4e2a\u6d41\u884c\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u5b83\u53ef\u4ee5\u521b\u5efa\u865a\u62df\u73af\u5883\u5e76\u7ba1\u7406\u4f9d\u8d56\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528 <code>pipenv<\/code> \u67e5\u770b\u5e93\u7684\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<p><h4>6.1 \u5b89\u88c5pipenv<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u4f60\u9700\u8981\u5b89\u88c5 <code>pipenv<\/code>\u3002\u5728\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">pip install pipenv<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>6.2 \u521b\u5efa\u865a\u62df\u73af\u5883\u5e76\u5b89\u88c5\u5e93<\/h4>\n<\/p>\n<p><p>\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u9879\u76ee\u76ee\u5f55\uff0c\u5e76\u8fdb\u5165\u8be5\u76ee\u5f55\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">mkdir myproject<\/p>\n<p>cd myproject<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528 <code>pipenv<\/code> \u521b\u5efa\u865a\u62df\u73af\u5883\u5e76\u5b89\u88c5\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">pipenv install numpy pandas requests scipy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>6.3 \u67e5\u770b\u5b89\u88c5\u7684\u5e93<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528 <code>pipenv graph<\/code> \u547d\u4ee4\u67e5\u770b\u5b89\u88c5\u7684\u5e93\u53ca\u5176\u4f9d\u8d56\u5173\u7cfb\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">pipenv graph<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>6.4 \u67e5\u770bPipfile\u548cPipfile.lock<\/h4>\n<\/p>\n<p><p><code>pipenv<\/code> \u4f7f\u7528 <code>Pipfile<\/code> \u548c <code>Pipfile.lock<\/code> \u6587\u4ef6\u6765\u7ba1\u7406\u4f9d\u8d56\u3002\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\uff0c\u4f60\u53ef\u4ee5\u67e5\u770b\u8fd9\u4e24\u4e2a\u6587\u4ef6\u4ee5\u4e86\u89e3\u5b89\u88c5\u7684\u5e93\u53ca\u5176\u7248\u672c\u4fe1\u606f\u3002<\/p>\n<\/p>\n<p><h3>\u4e03\u3001\u4f7f\u7528IDE\u6216\u7f16\u8f91\u5668\u67e5\u770b\u5e93<\/h3>\n<\/p>\n<p><p>\u4e00\u4e9b\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u6216\u7f16\u8f91\u5668\u4e5f\u63d0\u4f9b\u4e86\u67e5\u770b\u5b89\u88c5\u5e93\u7684\u529f\u80fd\u3002\u4f8b\u5982\uff0cPyCharm \u548c Visual Studio Code \u90fd\u63d0\u4f9b\u4e86\u76f8\u5173\u63d2\u4ef6\u6216\u5185\u7f6e\u529f\u80fd\uff0c\u4ee5\u4e0b\u662f\u8be6\u7ec6\u4ecb\u7ecd\uff1a<\/p>\n<\/p>\n<p><h4>7.1 PyCharm<\/h4>\n<\/p>\n<p><p>PyCharm \u662f\u4e00\u4e2a\u6d41\u884c\u7684Python IDE\uff0c\u5b83\u63d0\u4f9b\u4e86\u67e5\u770b\u548c\u7ba1\u7406\u5b89\u88c5\u5e93\u7684\u56fe\u5f62\u754c\u9762\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>\u67e5\u770b\u5b89\u88c5\u5e93<\/strong>\uff1a\u5728PyCharm\u4e2d\uff0c\u6253\u5f00\u9879\u76ee\u540e\uff0c\u70b9\u51fb\u53f3\u4fa7\u7684 <code>Project<\/code> \u9762\u677f\uff0c\u7136\u540e\u627e\u5230\u5e76\u70b9\u51fb <code>Python Packages<\/code> \u9009\u9879\u5361\u3002\u5728\u8fd9\u91cc\uff0c\u4f60\u53ef\u4ee5\u770b\u5230\u5f53\u524d\u73af\u5883\u4e2d\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u4fe1\u606f\u3002<\/li>\n<li><strong>\u7ba1\u7406\u5e93<\/strong>\uff1a\u901a\u8fc7 <code>Python Packages<\/code> \u9009\u9879\u5361\uff0c\u4f60\u8fd8\u53ef\u4ee5\u5b89\u88c5\u3001\u5347\u7ea7\u6216\u5378\u8f7d\u5e93\u3002<\/li>\n<\/ul>\n<p><h4>7.2 Visual Studio Code<\/h4>\n<\/p>\n<p><p>Visual Studio Code \u662f\u53e6\u4e00\u4e2a\u6d41\u884c\u7684\u4ee3\u7801\u7f16\u8f91\u5668\uff0c\u652f\u6301Python\u5f00\u53d1\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>\u5b89\u88c5Python\u6269\u5c55<\/strong>\uff1a\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86Python\u6269\u5c55\u3002\u5728VS Code\u7684\u6269\u5c55\u5e02\u573a\u4e2d\u641c\u7d22 <code>Python<\/code> \u5e76\u5b89\u88c5\u3002<\/li>\n<li><strong>\u67e5\u770b\u5b89\u88c5\u5e93<\/strong>\uff1a\u5728VS Code\u4e2d\uff0c\u6253\u5f00\u9879\u76ee\u540e\uff0c\u70b9\u51fb\u5de6\u4fa7\u7684 <code>Explorer<\/code> \u9762\u677f\uff0c\u7136\u540e\u70b9\u51fb\u4e0b\u65b9\u7684 <code>Python<\/code> \u56fe\u6807\u3002\u5728\u8fd9\u91cc\uff0c\u4f60\u53ef\u4ee5\u770b\u5230\u5f53\u524d\u73af\u5883\u4e2d\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<p><h3>\u516b\u3001\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>\u901a\u8fc7\u4e0a\u8ff0\u51e0\u79cd\u65b9\u6cd5\uff0c\u4f60\u53ef\u4ee5\u8f7b\u677e\u67e5\u770b\u5f53\u524dPython\u73af\u5883\u4e2d\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u4fe1\u606f\u3002\u65e0\u8bba\u662f\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u3001\u7f16\u5199\u4ee3\u7801\u52a8\u6001\u83b7\u53d6\u5e93\u5217\u8868\uff0c\u8fd8\u662f\u4f7f\u7528\u7b2c\u4e09\u65b9\u5de5\u5177\u548cIDE\uff0c\u90fd\u80fd\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u7ba1\u7406\u548c\u7ef4\u62a4\u9879\u76ee\u4f9d\u8d56\u3002<\/p>\n<\/p>\n<p><p><strong>\u4f7f\u7528pip list\u3001\u4f7f\u7528conda list\u3001\u67e5\u770b\u865a\u62df\u73af\u5883\u4e2d\u7684\u5e93\u3001\u901a\u8fc7\u4ee3\u7801\u52a8\u6001\u83b7\u53d6\u5e93\u5217\u8868<\/strong> \u7b49\u65b9\u6cd5\u5404\u6709\u4f18\u52a3\uff0c\u9009\u62e9\u9002\u5408\u81ea\u5df1\u7684\u65b9\u6cd5\u53ef\u4ee5\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u5e76\u51cf\u5c11\u4f9d\u8d56\u7ba1\u7406\u7684\u9ebb\u70e6\u3002\u5e0c\u671b\u672c\u6587\u80fd\u4e3a\u4f60\u63d0\u4f9b\u6709\u7528\u7684\u53c2\u8003\uff0c\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u67e5\u770b\u548c\u7ba1\u7406Python\u73af\u5883\u4e2d\u7684\u5e93\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5feb\u901f\u67e5\u770b\u6211\u7684Python\u73af\u5883\u4e2d\u5df2\u5b89\u88c5\u7684\u5e93\uff1f<\/strong><br \/>\u60a8\u53ef\u4ee5\u901a\u8fc7\u5728\u7ec8\u7aef\u6216\u547d\u4ee4\u63d0\u793a\u7b26\u4e2d\u8fd0\u884c<code>pip list<\/code>\u547d\u4ee4\u6765\u67e5\u770b\u6240\u6709\u5df2\u5b89\u88c5\u7684Python\u5e93\u3002\u6b64\u547d\u4ee4\u5c06\u5217\u51fa\u5f53\u524d\u73af\u5883\u4e2d\u6240\u6709\u7684\u5e93\u53ca\u5176\u5bf9\u5e94\u7684\u7248\u672c\u53f7\u3002\u5982\u679c\u60a8\u4f7f\u7528\u7684\u662fAnaconda\uff0c\u53ef\u4ee5\u4f7f\u7528<code>conda list<\/code>\u547d\u4ee4\u6765\u67e5\u770bAnaconda\u73af\u5883\u4e0b\u7684\u5df2\u5b89\u88c5\u5e93\u3002<\/p>\n<p><strong>\u6211\u53ef\u4ee5\u901a\u8fc7\u54ea\u4e9b\u65b9\u5f0f\u67e5\u770bPython\u5e93\u7684\u8be6\u7ec6\u4fe1\u606f\uff1f<\/strong><br \/>\u9664\u4e86\u4f7f\u7528<code>pip list<\/code>\u6216<code>conda list<\/code>\uff0c\u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528<code>pip show &lt;\u5e93\u540d&gt;<\/code>\u547d\u4ee4\u6765\u83b7\u53d6\u7279\u5b9a\u5e93\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u4f8b\u5982\u7248\u672c\u3001\u5b89\u88c5\u4f4d\u7f6e\u548c\u4f9d\u8d56\u5173\u7cfb\u3002\u6b64\u5916\uff0c\u8bb8\u591aIDE\uff08\u5982PyCharm\u6216VSCode\uff09\u4e5f\u63d0\u4f9b\u4e86\u53ef\u89c6\u5316\u7684\u65b9\u5f0f\u6765\u67e5\u770b\u548c\u7ba1\u7406\u5df2\u5b89\u88c5\u7684\u5e93\u3002<\/p>\n<p><strong>\u5982\u679c\u6211\u60f3\u66f4\u65b0\u5df2\u5b89\u88c5\u7684\u5e93\uff0c\u5e94\u8be5\u600e\u4e48\u505a\uff1f<\/strong><br \/>\u8981\u66f4\u65b0\u5df2\u5b89\u88c5\u7684\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4<code>pip install --upgrade &lt;\u5e93\u540d&gt;<\/code>\u3002\u8fd9\u5c06\u81ea\u52a8\u68c0\u67e5\u5e93\u7684\u6700\u65b0\u7248\u672c\u5e76\u8fdb\u884c\u66f4\u65b0\u3002\u5982\u679c\u60a8\u5e0c\u671b\u66f4\u65b0\u6240\u6709\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528<code>pip list --outdated<\/code>\u67e5\u770b\u8fc7\u65f6\u7684\u5e93\u5217\u8868\uff0c\u7136\u540e\u9010\u4e2a\u66f4\u65b0\u3002\u5bf9\u4e8eAnaconda\u7528\u6237\uff0c\u53ef\u4ee5\u4f7f\u7528<code>conda update &lt;\u5e93\u540d&gt;<\/code>\u6765\u66f4\u65b0\u6307\u5b9a\u7684\u5e93\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u67e5\u770b\u81ea\u5df1Python\u90fd\u5b89\u88c5\u4e86\u54ea\u4e9b\u5e93\u7684\u65b9\u6cd5\uff1a\u4f7f\u7528pip list\u3001\u4f7f\u7528conda list\u3001\u67e5\u770b\u865a\u62df\u73af\u5883\u4e2d\u7684\u5e93\u3001 [&hellip;]","protected":false},"author":3,"featured_media":1118054,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1118048"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1118048"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1118048\/revisions"}],"predecessor-version":[{"id":1118058,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1118048\/revisions\/1118058"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1118054"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1118048"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1118048"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1118048"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}