{"id":1182815,"date":"2025-01-15T19:07:36","date_gmt":"2025-01-15T11:07:36","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1182815.html"},"modified":"2025-01-15T19:07:38","modified_gmt":"2025-01-15T11:07:38","slug":"python%e5%a6%82%e4%bd%95%e7%94%a8pip%e6%9b%b4%e6%96%b0%e5%ba%93","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1182815.html","title":{"rendered":"python\u5982\u4f55\u7528pip\u66f4\u65b0\u5e93"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25130700\/f299a69e-f610-43c1-8a88-99612fccd730.webp\" alt=\"python\u5982\u4f55\u7528pip\u66f4\u65b0\u5e93\" \/><\/p>\n<p><p> <strong>\u4f7f\u7528pip\u66f4\u65b0Python\u5e93\u7684\u65b9\u6cd5\u6709\uff1a\u4f7f\u7528\u5355\u4e2a\u5305\u540d\u66f4\u65b0\u3001\u4f7f\u7528requirements\u6587\u4ef6\u66f4\u65b0\u3001\u4f7f\u7528\u6307\u5b9a\u7248\u672c\u66f4\u65b0\u3002<\/strong><\/p>\n<\/p>\n<p><p>\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u662f\u4f7f\u7528\u5355\u4e2a\u5305\u540d\u66f4\u65b0\u3002\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u6253\u5f00\u7ec8\u7aef\u6216\u547d\u4ee4\u63d0\u793a\u7b26\u3002<\/li>\n<li>\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a\n<pre><code class=\"language-bash\">pip install --upgrade \u5305\u540d<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p>\u4f8b\u5982\uff0c\u8981\u66f4\u65b0numpy\u5e93\uff0c\u53ef\u4ee5\u8f93\u5165\uff1a<\/p>\n<pre><code class=\"language-bash\">pip install --upgrade numpy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n<p><p><strong>\u8be6\u7ec6\u63cf\u8ff0\uff1a\u4f7f\u7528\u5355\u4e2a\u5305\u540d\u66f4\u65b0<\/strong><\/p>\n<\/p>\n<p><p>\u8fd9\u79cd\u65b9\u6cd5\u9002\u5408\u4f60\u5df2\u7ecf\u77e5\u9053\u9700\u8981\u66f4\u65b0\u7684\u5177\u4f53\u5e93\u540d\u79f0\u3002\u9996\u5148\uff0c\u6253\u5f00\u4f60\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u7136\u540e\u4f7f\u7528<code>pip install --upgrade \u5305\u540d<\/code>\u547d\u4ee4\u8fdb\u884c\u66f4\u65b0\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u9700\u8981\u66f4\u65b0<code>requests<\/code>\u5e93\uff0c\u53ea\u9700\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install --upgrade requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u81ea\u52a8\u627e\u5230\u6700\u65b0\u7684\u7a33\u5b9a\u7248\u672c\u5e76\u5b89\u88c5\u66ff\u6362\u6389\u65e7\u7248\u672c\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u4f1a\u663e\u793a\u4e0b\u8f7d\u8fdb\u5ea6\u4ee5\u53ca\u5b89\u88c5\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u786e\u4fdd\u4f60\u80fd\u770b\u5230\u66f4\u65b0\u8fc7\u7a0b\u4e2d\u7684\u4efb\u4f55\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u5355\u4e2a\u5305\u540d\u66f4\u65b0<\/h3>\n<\/p>\n<p><p>\u4f7f\u7528\u5355\u4e2a\u5305\u540d\u66f4\u65b0Python\u5e93\u662f\u6700\u76f4\u63a5\u7684\u65b9\u6cd5\uff0c\u9002\u7528\u4e8e\u4f60\u9700\u8981\u66f4\u65b0\u67d0\u4e00\u4e2a\u7279\u5b9a\u7684\u5e93\u7684\u60c5\u51b5\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5177\u4f53\u7684\u64cd\u4f5c\u6b65\u9aa4\u548c\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u57fa\u672c\u547d\u4ee4<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528<code>pip install --upgrade \u5305\u540d<\/code>\u547d\u4ee4\u53ef\u4ee5\u8f7b\u677e\u5730\u66f4\u65b0\u5e93\u3002\u4f8b\u5982\uff0c\u66f4\u65b0<code>pandas<\/code>\u5e93\u7684\u547d\u4ee4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install --upgrade pandas<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u81ea\u52a8\u627e\u5230\u6700\u65b0\u7684\u7a33\u5b9a\u7248\u672c\u5e76\u5b89\u88c5\u66ff\u6362\u6389\u65e7\u7248\u672c\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u4f1a\u663e\u793a\u4e0b\u8f7d\u8fdb\u5ea6\u4ee5\u53ca\u5b89\u88c5\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u786e\u4fdd\u4f60\u80fd\u770b\u5230\u66f4\u65b0\u8fc7\u7a0b\u4e2d\u7684\u4efb\u4f55\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u67e5\u770b\u5f53\u524d\u7248\u672c<\/h4>\n<\/p>\n<p><p>\u5728\u66f4\u65b0\u4e4b\u524d\uff0c\u4f60\u53ef\u80fd\u9700\u8981\u67e5\u770b\u5f53\u524d\u5b89\u88c5\u7684\u7248\u672c\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip show \u5305\u540d<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u67e5\u770b<code>pandas<\/code>\u5e93\u7684\u5f53\u524d\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip show pandas<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u663e\u793a\u5e93\u7684\u7248\u672c\u4fe1\u606f\u3001\u4f9d\u8d56\u5173\u7cfb\u3001\u5b89\u88c5\u8def\u5f84\u7b49\u8be6\u7ec6\u4fe1\u606f\u3002<\/p>\n<\/p>\n<p><h4>3\u3001\u66f4\u65b0\u540e\u9a8c\u8bc1<\/h4>\n<\/p>\n<p><p>\u66f4\u65b0\u540e\uff0c\u4f60\u53ef\u4ee5\u518d\u6b21\u4f7f\u7528<code>pip show \u5305\u540d<\/code>\u547d\u4ee4\u6765\u9a8c\u8bc1\u662f\u5426\u6210\u529f\u66f4\u65b0\u5230\u6700\u65b0\u7248\u672c\u3002\u53e6\u5916\uff0c\u4f60\u8fd8\u53ef\u4ee5\u5728Python\u73af\u5883\u4e2d\u5bfc\u5165\u5e93\u5e76\u67e5\u770b\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>print(pd.__version__)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u786e\u4fdd\u5e93\u5df2\u7ecf\u6b63\u786e\u66f4\u65b0\u5230\u6700\u65b0\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u4f7f\u7528requirements\u6587\u4ef6\u66f4\u65b0<\/h3>\n<\/p>\n<p><p>\u4f7f\u7528<code>requirements.txt<\/code>\u6587\u4ef6\u66f4\u65b0Python\u5e93\u662f\u4e00\u79cd\u9ad8\u6548\u7684\u65b9\u6cd5\uff0c\u7279\u522b\u9002\u7528\u4e8e\u9700\u8981\u540c\u65f6\u66f4\u65b0\u591a\u4e2a\u5e93\u7684\u60c5\u51b5\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u64cd\u4f5c\u6b65\u9aa4\u548c\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u751f\u6210requirements.txt\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u4f60\u9700\u8981\u751f\u6210\u4e00\u4e2a\u5305\u542b\u5f53\u524d\u73af\u5883\u4e2d\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u7684<code>requirements.txt<\/code>\u6587\u4ef6\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip freeze &gt; requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u751f\u6210\u4e00\u4e2a\u6587\u4ef6\uff0c\u5176\u4e2d\u5217\u51fa\u4e86\u5f53\u524d\u73af\u5883\u4e2d\u6240\u6709\u5b89\u88c5\u7684\u5e93\u53ca\u5176\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u7f16\u8f91requirements.txt\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u6253\u5f00<code>requirements.txt<\/code>\u6587\u4ef6\uff0c\u4f60\u53ef\u4ee5\u770b\u5230\u7c7b\u4f3c\u5982\u4e0b\u7684\u5185\u5bb9\uff1a<\/p>\n<\/p>\n<p><pre><code>numpy==1.21.0<\/p>\n<p>pandas==1.3.0<\/p>\n<p>requests==2.25.1<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f60\u53ef\u4ee5\u624b\u52a8\u4fee\u6539\u8fd9\u4e9b\u7248\u672c\u53f7\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528<code>pip install --upgrade -r requirements.txt<\/code>\u547d\u4ee4\u6765\u81ea\u52a8\u66f4\u65b0\u6240\u6709\u5e93\u3002<\/p>\n<\/p>\n<p><h4>3\u3001\u66f4\u65b0\u6240\u6709\u5e93<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u66f4\u65b0<code>requirements.txt<\/code>\u6587\u4ef6\u4e2d\u5217\u51fa\u7684\u6240\u6709\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install --upgrade -r requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u9010\u4e00\u66f4\u65b0\u6587\u4ef6\u4e2d\u5217\u51fa\u7684\u6240\u6709\u5e93\u5230\u6700\u65b0\u7684\u7a33\u5b9a\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>4\u3001\u9a8c\u8bc1\u66f4\u65b0<\/h4>\n<\/p>\n<p><p>\u66f4\u65b0\u5b8c\u6210\u540e\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528<code>pip show \u5305\u540d<\/code>\u547d\u4ee4\u6765\u9a8c\u8bc1\u6bcf\u4e2a\u5e93\u662f\u5426\u6210\u529f\u66f4\u65b0\u5230\u6700\u65b0\u7248\u672c\u3002\u53e6\u5916\uff0c\u8fd8\u53ef\u4ee5\u5728Python\u73af\u5883\u4e2d\u5bfc\u5165\u5e93\u5e76\u67e5\u770b\u7248\u672c\u53f7\uff0c\u786e\u4fdd\u6240\u6709\u5e93\u90fd\u5df2\u6b63\u786e\u66f4\u65b0\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528\u6307\u5b9a\u7248\u672c\u66f4\u65b0<\/h3>\n<\/p>\n<p><p>\u6709\u65f6\u5019\u4f60\u53ef\u80fd\u53ea\u60f3\u66f4\u65b0\u5230\u67d0\u4e2a\u7279\u5b9a\u7684\u7248\u672c\uff0c\u800c\u4e0d\u662f\u6700\u65b0\u7248\u672c\u3002\u4f7f\u7528<code>pip install \u5305\u540d==\u7248\u672c\u53f7<\/code>\u547d\u4ee4\u53ef\u4ee5\u5b9e\u73b0\u8fd9\u4e00\u70b9\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u64cd\u4f5c\u6b65\u9aa4\u548c\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u67e5\u770b\u53ef\u7528\u7248\u672c<\/h4>\n<\/p>\n<p><p>\u5728\u66f4\u65b0\u4e4b\u524d\uff0c\u4f60\u53ef\u80fd\u9700\u8981\u67e5\u770b\u5e93\u7684\u6240\u6709\u53ef\u7528\u7248\u672c\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install \u5305\u540d==tab<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u67e5\u770b<code>numpy<\/code>\u5e93\u7684\u6240\u6709\u53ef\u7528\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install numpy==<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u663e\u793a\u6240\u6709\u53ef\u7528\u7248\u672c\u7684\u5217\u8868\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u66f4\u65b0\u5230\u6307\u5b9a\u7248\u672c<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528<code>pip install \u5305\u540d==\u7248\u672c\u53f7<\/code>\u547d\u4ee4\u66f4\u65b0\u5230\u7279\u5b9a\u7248\u672c\u3002\u4f8b\u5982\uff0c\u66f4\u65b0<code>numpy<\/code>\u5e93\u52301.20.3\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install numpy==1.20.3<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u5b89\u88c5\u6307\u5b9a\u7684\u7248\u672c\u5e76\u66ff\u6362\u6389\u5f53\u524d\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>3\u3001\u9a8c\u8bc1\u66f4\u65b0<\/h4>\n<\/p>\n<p><p>\u66f4\u65b0\u5b8c\u6210\u540e\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528<code>pip show \u5305\u540d<\/code>\u547d\u4ee4\u6765\u9a8c\u8bc1\u662f\u5426\u6210\u529f\u66f4\u65b0\u5230\u6307\u5b9a\u7248\u672c\u3002\u53e6\u5916\uff0c\u8fd8\u53ef\u4ee5\u5728Python\u73af\u5883\u4e2d\u5bfc\u5165\u5e93\u5e76\u67e5\u770b\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import numpy as np<\/p>\n<p>print(np.__version__)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u786e\u4fdd\u5e93\u5df2\u7ecf\u6b63\u786e\u66f4\u65b0\u5230\u4f60\u6307\u5b9a\u7684\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u6279\u91cf\u66f4\u65b0\u6240\u6709\u5e93<\/h3>\n<\/p>\n<p><p>\u5982\u679c\u4f60\u60f3\u4e00\u6b21\u6027\u66f4\u65b0\u6240\u6709\u5df2\u5b89\u88c5\u7684\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u751f\u6210\u5f53\u524d\u5e93\u5217\u8868<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u751f\u6210\u4e00\u4e2a\u5305\u542b\u5f53\u524d\u73af\u5883\u4e2d\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u7684\u5217\u8868\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip freeze &gt; requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u751f\u6210\u4e00\u4e2a<code>requirements.txt<\/code>\u6587\u4ef6\uff0c\u5176\u4e2d\u5217\u51fa\u4e86\u5f53\u524d\u73af\u5883\u4e2d\u6240\u6709\u5b89\u88c5\u7684\u5e93\u53ca\u5176\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u7f16\u8f91requirements.txt\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u6253\u5f00<code>requirements.txt<\/code>\u6587\u4ef6\uff0c\u4f60\u53ef\u4ee5\u770b\u5230\u7c7b\u4f3c\u5982\u4e0b\u7684\u5185\u5bb9\uff1a<\/p>\n<\/p>\n<p><pre><code>numpy==1.21.0<\/p>\n<p>pandas==1.3.0<\/p>\n<p>requests==2.25.1<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f60\u53ef\u4ee5\u624b\u52a8\u5220\u9664\u7248\u672c\u53f7\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u4e00\u4e9b\u811a\u672c\u81ea\u52a8\u5904\u7406\u3002<\/p>\n<\/p>\n<p><h4>3\u3001\u6279\u91cf\u66f4\u65b0\u6240\u6709\u5e93<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6279\u91cf\u66f4\u65b0\u6240\u6709\u5e93\u5230\u6700\u65b0\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install --upgrade -r requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u9010\u4e00\u66f4\u65b0<code>requirements.txt<\/code>\u6587\u4ef6\u4e2d\u5217\u51fa\u7684\u6240\u6709\u5e93\u5230\u6700\u65b0\u7684\u7a33\u5b9a\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>4\u3001\u9a8c\u8bc1\u66f4\u65b0<\/h4>\n<\/p>\n<p><p>\u66f4\u65b0\u5b8c\u6210\u540e\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528<code>pip show \u5305\u540d<\/code>\u547d\u4ee4\u6765\u9a8c\u8bc1\u6bcf\u4e2a\u5e93\u662f\u5426\u6210\u529f\u66f4\u65b0\u5230\u6700\u65b0\u7248\u672c\u3002\u53e6\u5916\uff0c\u8fd8\u53ef\u4ee5\u5728Python\u73af\u5883\u4e2d\u5bfc\u5165\u5e93\u5e76\u67e5\u770b\u7248\u672c\u53f7\uff0c\u786e\u4fdd\u6240\u6709\u5e93\u90fd\u5df2\u6b63\u786e\u66f4\u65b0\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u4f7f\u7528pip-review\u5de5\u5177<\/h3>\n<\/p>\n<p><p><code>pip-review<\/code>\u662f\u4e00\u4e2a\u7528\u4e8e\u68c0\u67e5\u548c\u66f4\u65b0Python\u5e93\u7684\u5de5\u5177\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u64cd\u4f5c\u6b65\u9aa4\u548c\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u5b89\u88c5pip-review<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u4f60\u9700\u8981\u5b89\u88c5<code>pip-review<\/code>\u5de5\u5177\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pip-review<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u5b89\u88c5<code>pip-review<\/code>\u5de5\u5177\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u67e5\u770b\u53ef\u66f4\u65b0\u7684\u5e93<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u67e5\u770b\u6240\u6709\u53ef\u66f4\u65b0\u7684\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip-review --local<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u5217\u51fa\u6240\u6709\u5df2\u5b89\u88c5\u5e93\u7684\u5f53\u524d\u7248\u672c\u548c\u6700\u65b0\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>3\u3001\u66f4\u65b0\u6240\u6709\u5e93<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u66f4\u65b0\u6240\u6709\u53ef\u66f4\u65b0\u7684\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip-review --local --auto<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u81ea\u52a8\u66f4\u65b0\u6240\u6709\u53ef\u66f4\u65b0\u7684\u5e93\u5230\u6700\u65b0\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>4\u3001\u9a8c\u8bc1\u66f4\u65b0<\/h4>\n<\/p>\n<p><p>\u66f4\u65b0\u5b8c\u6210\u540e\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528<code>pip show \u5305\u540d<\/code>\u547d\u4ee4\u6765\u9a8c\u8bc1\u6bcf\u4e2a\u5e93\u662f\u5426\u6210\u529f\u66f4\u65b0\u5230\u6700\u65b0\u7248\u672c\u3002\u53e6\u5916\uff0c\u8fd8\u53ef\u4ee5\u5728Python\u73af\u5883\u4e2d\u5bfc\u5165\u5e93\u5e76\u67e5\u770b\u7248\u672c\u53f7\uff0c\u786e\u4fdd\u6240\u6709\u5e93\u90fd\u5df2\u6b63\u786e\u66f4\u65b0\u3002<\/p>\n<\/p>\n<p><h3>\u516d\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883\u8fdb\u884c\u66f4\u65b0<\/h3>\n<\/p>\n<p><p>\u4f7f\u7528\u865a\u62df\u73af\u5883\u53ef\u4ee5\u6709\u6548\u5730\u7ba1\u7406\u548c\u9694\u79bbPython\u5e93\uff0c\u907f\u514d\u5e93\u4e4b\u95f4\u7684\u51b2\u7a81\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u64cd\u4f5c\u6b65\u9aa4\u548c\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u521b\u5efa\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u865a\u62df\u73af\u5883\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python -m venv myenv<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a<code>myenv<\/code>\u7684\u865a\u62df\u73af\u5883\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u6fc0\u6d3b\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u6fc0\u6d3b\u865a\u62df\u73af\u5883\u540e\uff0c\u6240\u6709\u7684\u5e93\u5b89\u88c5\u548c\u66f4\u65b0\u64cd\u4f5c\u90fd\u4f1a\u5728\u8fd9\u4e2a\u865a\u62df\u73af\u5883\u4e2d\u8fdb\u884c\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\"># Windows<\/p>\n<p>myenv\\Scripts\\activate<\/p>\n<h2><strong>macOS\/Linux<\/strong><\/h2>\n<p>source myenv\/bin\/activate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6fc0\u6d3b\u540e\uff0c\u4f60\u4f1a\u770b\u5230\u547d\u4ee4\u884c\u63d0\u793a\u7b26\u524d\u9762\u6709<code>(myenv)<\/code>\u7684\u6807\u8bb0\u3002<\/p>\n<\/p>\n<p><h4>3\u3001\u5b89\u88c5\u548c\u66f4\u65b0\u5e93<\/h4>\n<\/p>\n<p><p>\u5728\u865a\u62df\u73af\u5883\u4e2d\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528<code>pip install<\/code>\u548c<code>pip install --upgrade<\/code>\u547d\u4ee4\u6765\u5b89\u88c5\u548c\u66f4\u65b0\u5e93\u3002\u4f8b\u5982\uff0c\u5b89\u88c5<code>requests<\/code>\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u66f4\u65b0<code>requests<\/code>\u5e93\u5230\u6700\u65b0\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install --upgrade requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u5728\u865a\u62df\u73af\u5883\u4e2d\u66f4\u65b0<code>requests<\/code>\u5e93\u5230\u6700\u65b0\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>4\u3001\u9a8c\u8bc1\u66f4\u65b0<\/h4>\n<\/p>\n<p><p>\u66f4\u65b0\u5b8c\u6210\u540e\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528<code>pip show \u5305\u540d<\/code>\u547d\u4ee4\u6765\u9a8c\u8bc1\u662f\u5426\u6210\u529f\u66f4\u65b0\u5230\u6700\u65b0\u7248\u672c\u3002\u53e6\u5916\uff0c\u8fd8\u53ef\u4ee5\u5728Python\u73af\u5883\u4e2d\u5bfc\u5165\u5e93\u5e76\u67e5\u770b\u7248\u672c\u53f7\uff0c\u786e\u4fdd\u6240\u6709\u5e93\u90fd\u5df2\u6b63\u786e\u66f4\u65b0\u3002<\/p>\n<\/p>\n<p><h3>\u4e03\u3001\u4f7f\u7528Jupyter Notebook\u66f4\u65b0\u5e93<\/h3>\n<\/p>\n<p><p>\u5728\u4f7f\u7528Jupyter Notebook\u65f6\uff0c\u6709\u65f6\u9700\u8981\u5728Notebook\u73af\u5883\u4e2d\u66f4\u65b0\u5e93\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u64cd\u4f5c\u6b65\u9aa4\u548c\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u4f7f\u7528!pip\u547d\u4ee4<\/h4>\n<\/p>\n<p><p>\u5728Jupyter Notebook\u4e2d\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528<code>!pip install --upgrade \u5305\u540d<\/code>\u547d\u4ee4\u6765\u66f4\u65b0\u5e93\u3002\u4f8b\u5982\uff0c\u66f4\u65b0<code>matplotlib<\/code>\u5e93\u5230\u6700\u65b0\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">!pip install --upgrade matplotlib<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u5728Notebook\u73af\u5883\u4e2d\u66f4\u65b0<code>matplotlib<\/code>\u5e93\u5230\u6700\u65b0\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u67e5\u770b\u5f53\u524d\u7248\u672c<\/h4>\n<\/p>\n<p><p>\u5728\u66f4\u65b0\u4e4b\u524d\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u67e5\u770b\u5f53\u524d\u5b89\u88c5\u7684\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import matplotlib<\/p>\n<p>print(matplotlib.__version__)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u663e\u793a<code>matplotlib<\/code>\u5e93\u7684\u5f53\u524d\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>3\u3001\u66f4\u65b0\u540e\u9a8c\u8bc1<\/h4>\n<\/p>\n<p><p>\u66f4\u65b0\u5b8c\u6210\u540e\uff0c\u4f60\u53ef\u4ee5\u518d\u6b21\u4f7f\u7528\u4e0a\u8ff0\u547d\u4ee4\u6765\u9a8c\u8bc1\u662f\u5426\u6210\u529f\u66f4\u65b0\u5230\u6700\u65b0\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>4\u3001\u4f7f\u7528conda\u66f4\u65b0\u5e93<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u4f60\u4f7f\u7528\u7684\u662fAnaconda\u73af\u5883\uff0c\u53ef\u4ee5\u4f7f\u7528<code>!conda update \u5305\u540d<\/code>\u547d\u4ee4\u6765\u66f4\u65b0\u5e93\u3002\u4f8b\u5982\uff0c\u66f4\u65b0<code>numpy<\/code>\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">!conda update numpy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u5728Anaconda\u73af\u5883\u4e2d\u66f4\u65b0<code>numpy<\/code>\u5e93\u5230\u6700\u65b0\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h3>\u516b\u3001\u5904\u7406\u66f4\u65b0\u51b2\u7a81<\/h3>\n<\/p>\n<p><p>\u5728\u66f4\u65b0\u5e93\u65f6\uff0c\u6709\u65f6\u53ef\u80fd\u4f1a\u9047\u5230\u4f9d\u8d56\u51b2\u7a81\u6216\u7248\u672c\u4e0d\u517c\u5bb9\u7684\u95ee\u9898\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5904\u7406\u8fd9\u4e9b\u95ee\u9898\u7684\u65b9\u6cd5\u548c\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u67e5\u770b\u51b2\u7a81\u4fe1\u606f<\/h4>\n<\/p>\n<p><p>\u5f53\u9047\u5230\u4f9d\u8d56\u51b2\u7a81\u65f6\uff0c<code>pip<\/code>\u4f1a\u663e\u793a\u8be6\u7ec6\u7684\u9519\u8bef\u4fe1\u606f\uff0c\u5305\u62ec\u51b2\u7a81\u7684\u5e93\u53ca\u5176\u7248\u672c\u3002\u4f60\u53ef\u4ee5\u6839\u636e\u8fd9\u4e9b\u4fe1\u606f\u6765\u51b3\u5b9a\u5982\u4f55\u89e3\u51b3\u51b2\u7a81\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u624b\u52a8\u89e3\u51b3\u51b2\u7a81<\/h4>\n<\/p>\n<p><p>\u4f60\u53ef\u4ee5\u624b\u52a8\u5b89\u88c5\u7279\u5b9a\u7248\u672c\u7684\u5e93\u6765\u89e3\u51b3\u51b2\u7a81\u3002\u4f8b\u5982\uff0c\u5982\u679c<code>pandas<\/code>\u548c<code>numpy<\/code>\u4e4b\u95f4\u5b58\u5728\u51b2\u7a81\uff0c\u4f60\u53ef\u4ee5\u624b\u52a8\u5b89\u88c5\u4e0e<code>pandas<\/code>\u517c\u5bb9\u7684<code>numpy<\/code>\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install numpy==1.20.3<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u5b89\u88c5\u6307\u5b9a\u7248\u672c\u7684<code>numpy<\/code>\u5e93\uff0c\u4ece\u800c\u89e3\u51b3\u4e0e<code>pandas<\/code>\u7684\u51b2\u7a81\u3002<\/p>\n<\/p>\n<p><h4>3\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u865a\u62df\u73af\u5883\u53ef\u4ee5\u6709\u6548\u5730\u9694\u79bb\u4e0d\u540c\u9879\u76ee\u7684\u4f9d\u8d56\uff0c\u907f\u514d\u5e93\u4e4b\u95f4\u7684\u51b2\u7a81\u3002\u5728\u4e0d\u540c\u7684\u865a\u62df\u73af\u5883\u4e2d\uff0c\u4f60\u53ef\u4ee5\u5b89\u88c5\u4e0d\u540c\u7248\u672c\u7684\u5e93\uff0c\u4ece\u800c\u907f\u514d\u51b2\u7a81\u3002<\/p>\n<\/p>\n<p><h4>4\u3001\u54a8\u8be2\u793e\u533a<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u4f60\u9047\u5230\u96be\u4ee5\u89e3\u51b3\u7684\u4f9d\u8d56\u51b2\u7a81\uff0c\u53ef\u4ee5\u5411\u793e\u533a\u5bfb\u6c42\u5e2e\u52a9\u3002\u4f8b\u5982\uff0c\u5728Stack Overflow\u3001GitHub\u7b49\u5e73\u53f0\u4e0a\u63d0\u95ee\uff0c\u53ef\u80fd\u4f1a\u5f97\u5230\u6709\u7ecf\u9a8c\u7684\u5f00\u53d1\u8005\u7684\u5e2e\u52a9\u3002<\/p>\n<\/p>\n<p><h3>\u4e5d\u3001\u4f7f\u7528Docker\u8fdb\u884c\u66f4\u65b0<\/h3>\n<\/p>\n<p><p>\u4f7f\u7528Docker\u5bb9\u5668\u53ef\u4ee5\u6709\u6548\u5730\u7ba1\u7406\u548c\u9694\u79bb\u4f9d\u8d56\uff0c\u786e\u4fdd\u4e0d\u540c\u9879\u76ee\u4e4b\u95f4\u7684\u5e93\u4e0d\u4f1a\u51b2\u7a81\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u64cd\u4f5c\u6b65\u9aa4\u548c\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u521b\u5efaDockerfile<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u521b\u5efa\u4e00\u4e2aDockerfile\u6765\u5b9a\u4e49\u4f60\u7684\u5bb9\u5668\u73af\u5883\u3002Dockerfile\u4e2d\u53ef\u4ee5\u6307\u5b9a\u57fa\u7840\u955c\u50cf\u3001\u5b89\u88c5\u5e93\u7b49\u3002\u4f8b\u5982\uff0c\u521b\u5efa\u4e00\u4e2a\u5305\u542b<code>numpy<\/code>\u548c<code>pandas<\/code>\u5e93\u7684Dockerfile\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-Dockerfile\"># \u4f7f\u7528\u57fa\u7840\u955c\u50cf<\/p>\n<p>FROM python:3.9<\/p>\n<h2><strong>\u5b89\u88c5\u5fc5\u8981\u7684\u5e93<\/strong><\/h2>\n<p>RUN pip install numpy pandas<\/p>\n<h2><strong>\u8bbe\u7f6e\u5de5\u4f5c\u76ee\u5f55<\/strong><\/h2>\n<p>WORKDIR \/app<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u521b\u5efa\u4e00\u4e2a\u5305\u542b<code>numpy<\/code>\u548c<code>pandas<\/code>\u5e93\u7684Docker\u5bb9\u5668\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u6784\u5efaDocker\u955c\u50cf<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6784\u5efaDocker\u955c\u50cf\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">docker build -t my-python-app .<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u6839\u636eDockerfile\u6784\u5efa\u4e00\u4e2a\u540d\u4e3a<code>my-python-app<\/code>\u7684Docker\u955c\u50cf\u3002<\/p>\n<\/p>\n<p><h4>3\u3001\u8fd0\u884cDocker\u5bb9\u5668<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fd0\u884cDocker\u5bb9\u5668\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">docker run -it my-python-app<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u542f\u52a8\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684Docker\u5bb9\u5668\uff0c\u4f60\u53ef\u4ee5\u5728\u5176\u4e2d\u5b89\u88c5\u548c\u66f4\u65b0\u5e93\u3002<\/p>\n<\/p>\n<p><h4>4\u3001\u66f4\u65b0\u5e93<\/h4>\n<\/p>\n<p><p>\u5728Docker\u5bb9\u5668\u4e2d\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528<code>pip install --upgrade \u5305\u540d<\/code>\u547d\u4ee4\u6765\u66f4\u65b0\u5e93\u3002\u4f8b\u5982\uff0c\u66f4\u65b0<code>numpy<\/code>\u5e93\u5230\u6700\u65b0\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install --upgrade numpy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u5728Docker\u5bb9\u5668\u4e2d\u66f4\u65b0<code>numpy<\/code>\u5e93\u5230\u6700\u65b0\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>5\u3001\u4fdd\u5b58\u66f4\u65b0\u540e\u7684\u955c\u50cf<\/h4>\n<\/p>\n<p><p>\u66f4\u65b0\u5b8c\u6210\u540e\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u4fdd\u5b58\u66f4\u65b0\u540e\u7684Docker\u955c\u50cf\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">docker commit \u5bb9\u5668ID my-python-app:latest<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u5c06\u66f4\u65b0\u540e\u7684\u5bb9\u5668\u4fdd\u5b58\u4e3a\u65b0\u7684Docker\u955c\u50cf\u3002<\/p>\n<\/p>\n<p><h3>\u5341\u3001\u603b\u7ed3\u548c\u6ce8\u610f\u4e8b\u9879<\/h3>\n<\/p>\n<p><p>\u5728\u4f7f\u7528<code>pip<\/code>\u66f4\u65b0Python\u5e93\u65f6\uff0c\u6709\u4e00\u4e9b\u5e38\u89c1\u7684\u6ce8\u610f\u4e8b\u9879\u548c\u6700\u4f73\u5b9e\u8df5\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u5b9a\u671f\u66f4\u65b0<\/h4>\n<\/p>\n<p><p>\u5b9a\u671f\u66f4\u65b0\u5e93\u53ef\u4ee5\u786e\u4fdd\u4f60\u4f7f\u7528\u6700\u65b0\u7684\u529f\u80fd\u548c\u4fee\u590d\u7684\u6f0f\u6d1e\u3002\u7136\u800c\uff0c\u4e5f\u8981\u6ce8\u610f\u65b0\u7248\u672c\u53ef\u80fd\u5f15\u5165\u7684\u4e0d\u517c\u5bb9\u53d8\u5316\uff0c\u66f4\u65b0\u524d\u6700\u597d\u9605\u8bfb\u5e93\u7684\u53d1\u5e03\u8bf4\u660e\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u5907\u4efd\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u5728\u66f4\u65b0\u5e93\u4e4b\u524d\uff0c\u6700\u597d\u5907\u4efd\u5f53\u524d\u73af\u5883\u3002\u4f8b\u5982\uff0c\u751f\u6210\u4e00\u4e2a<code>requirements.txt<\/code>\u6587\u4ef6\uff0c\u8bb0\u5f55\u5f53\u524d\u73af\u5883\u4e2d\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip freeze &gt; requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6837\uff0c\u5373\u4f7f\u66f4\u65b0\u540e\u51fa\u73b0\u95ee\u9898\uff0c\u4f60\u4e5f\u53ef\u4ee5\u6062\u590d\u5230\u4e4b\u524d\u7684\u72b6\u6001\u3002<\/p>\n<\/p>\n<p><h4>3\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u865a\u62df\u73af\u5883\u53ef\u4ee5\u6709\u6548\u5730\u7ba1\u7406\u548c\u9694\u79bb\u4f9d\u8d56\uff0c\u907f\u514d\u5e93\u4e4b\u95f4\u7684\u51b2\u7a81\u3002\u5728\u4e0d\u540c\u7684\u865a\u62df\u73af\u5883\u4e2d\uff0c\u4f60\u53ef\u4ee5\u5b89\u88c5\u4e0d\u540c\u7248\u672c\u7684\u5e93\uff0c\u4ece\u800c\u907f\u514d\u51b2\u7a81\u3002<\/p>\n<\/p>\n<p><h4>4\u3001\u6d4b\u8bd5\u66f4\u65b0<\/h4>\n<\/p>\n<p><p>\u5728\u66f4\u65b0\u5e93\u4e4b\u524d\uff0c\u6700\u597d\u5728\u6d4b\u8bd5\u73af\u5883\u4e2d\u8fdb\u884c\u6d4b\u8bd5\uff0c\u786e\u4fdd\u66f4\u65b0\u4e0d\u4f1a\u5f71\u54cd\u9879\u76ee\u7684\u6b63\u5e38\u8fd0\u884c\u3002\u6d4b\u8bd5\u66f4\u65b0\u53ef\u4ee5\u5e2e\u52a9\u4f60\u53d1\u73b0\u548c\u89e3\u51b3\u6f5c\u5728\u7684\u95ee\u9898\uff0c\u907f\u514d\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u51fa\u73b0\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><h4>5\u3001\u5173\u6ce8\u4f9d\u8d56\u5173\u7cfb<\/h4>\n<\/p>\n<p><p>\u5728\u66f4\u65b0\u5e93\u65f6\uff0c\u8981\u6ce8\u610f\u5e93\u4e4b\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\u3002\u6709\u65f6\u5019\uff0c\u66f4\u65b0\u4e00\u4e2a\u5e93\u53ef\u80fd\u4f1a\u5bfc\u81f4\u5176\u4ed6\u5e93\u7684\u4f9d\u8d56\u51b2\u7a81\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528<code>pip check<\/code>\u547d\u4ee4\u6765\u68c0\u67e5\u4f9d\u8d56\u5173\u7cfb\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip check<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u68c0\u67e5\u5df2\u5b89\u88c5\u5e93\u4e4b\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\uff0c\u5e76\u62a5\u544a\u4efb\u4f55\u51b2\u7a81\u3002<\/p>\n<\/p>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u65b9\u6cd5\u548c\u6ce8\u610f\u4e8b\u9879\uff0c\u4f60\u53ef\u4ee5\u66f4\u597d\u5730\u7ba1\u7406\u548c\u66f4\u65b0Python\u5e93\uff0c\u786e\u4fdd\u9879\u76ee\u7684\u7a33\u5b9a\u6027\u548c\u5b89\u5168\u6027\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u68c0\u67e5\u5f53\u524d\u5b89\u88c5\u7684Python\u5e93\u7248\u672c\uff1f<\/strong><br \/>\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4 <code>pip list<\/code> \u6765\u67e5\u770b\u5f53\u524d\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u4fe1\u606f\u3002\u5982\u679c\u4f60\u53ea\u60f3\u68c0\u67e5\u67d0\u4e2a\u7279\u5b9a\u5e93\u7684\u7248\u672c\uff0c\u53ef\u4ee5\u4f7f\u7528 <code>pip show \u5e93\u540d<\/code>\uff0c\u4f8b\u5982 <code>pip show requests<\/code>\u3002<\/p>\n<p><strong>\u5728\u66f4\u65b0Python\u5e93\u4e4b\u524d\u9700\u8981\u6ce8\u610f\u4ec0\u4e48\uff1f<\/strong><br \/>\u5728\u66f4\u65b0\u5e93\u4e4b\u524d\uff0c\u5efa\u8bae\u67e5\u770b\u8be5\u5e93\u7684\u66f4\u65b0\u65e5\u5fd7\uff0c\u4e86\u89e3\u65b0\u7248\u672c\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u91cd\u5927\u53d8\u5316\u6216\u5df2\u77e5\u95ee\u9898\u3002\u6b64\u5916\uff0c\u786e\u4fdd\u4f60\u7684\u4ee3\u7801\u4e0e\u65b0\u7248\u672c\u517c\u5bb9\uff0c\u5c24\u5176\u662f\u5728\u6d89\u53ca\u5927\u578b\u9879\u76ee\u65f6\uff0c\u8fdb\u884c\u5907\u4efd\u662f\u4e2a\u660e\u667a\u7684\u9009\u62e9\u3002<\/p>\n<p><strong>\u5982\u4f55\u66f4\u65b0\u591a\u4e2aPython\u5e93\uff1f<\/strong><br \/>\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4 <code>pip install --upgrade \u5e93\u540d1 \u5e93\u540d2 ...<\/code> \u6765\u4e00\u6b21\u6027\u66f4\u65b0\u591a\u4e2a\u5e93\u3002\u5982\u679c\u60f3\u8981\u66f4\u65b0\u6240\u6709\u5df2\u5b89\u88c5\u7684\u5e93\uff0c\u53ef\u4ee5\u901a\u8fc7 <code>pip freeze | cut -d&#39;=&#39; -f1 | xargs -n1 pip install -U<\/code> 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[&hellip;]","protected":false},"author":3,"featured_media":1182821,"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\/1182815"}],"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=1182815"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1182815\/revisions"}],"predecessor-version":[{"id":1182826,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1182815\/revisions\/1182826"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1182821"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1182815"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1182815"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1182815"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}