{"id":1074191,"date":"2025-01-08T11:32:22","date_gmt":"2025-01-08T03:32:22","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1074191.html"},"modified":"2025-01-08T11:32:25","modified_gmt":"2025-01-08T03:32:25","slug":"python%e5%a6%82%e4%bd%95%e5%ae%89%e8%a3%85%e4%bd%8e%e7%89%88%e6%9c%ac%e7%9a%84%e5%ba%93-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1074191.html","title":{"rendered":"python\u5982\u4f55\u5b89\u88c5\u4f4e\u7248\u672c\u7684\u5e93"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25103911\/804584b6-2de2-4761-b3f7-0c4127280753.webp\" alt=\"python\u5982\u4f55\u5b89\u88c5\u4f4e\u7248\u672c\u7684\u5e93\" \/><\/p>\n<p><p> <strong>\u8981\u5b89\u88c5Python\u7684\u4f4e\u7248\u672c\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528pip\u547d\u4ee4\u6307\u5b9a\u6240\u9700\u7684\u7248\u672c\u53f7\u3001\u786e\u4fdd\u517c\u5bb9\u6027\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883<\/strong>\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u4f7f\u7528pip\u6307\u5b9a\u7248\u672c<\/strong>\uff1a\u901a\u8fc7\u4f7f\u7528pip\u547d\u4ee4\uff0c\u5e76\u6307\u5b9a\u6240\u9700\u7684\u5e93\u7248\u672c\u53f7\u8fdb\u884c\u5b89\u88c5\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u9700\u8981\u5b89\u88c5\u67d0\u4e2a\u5e93\u7684\u7279\u5b9a\u7248\u672c\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install library_name==version_number<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p> \u4f8b\u5982\uff0c\u5982\u679c\u4f60\u9700\u8981\u5b89\u88c5Pandas\u76841.1.5\u7248\u672c\uff0c\u53ef\u4ee5\u4f7f\u7528\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pandas==1.1.5<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u786e\u4fdd\u517c\u5bb9\u6027<\/strong>\uff1a\u5728\u6307\u5b9a\u7248\u672c\u53f7\u65f6\uff0c\u8981\u786e\u4fdd\u6240\u5b89\u88c5\u7684\u5e93\u4e0e\u5176\u4ed6\u5df2\u5b89\u88c5\u7684\u5e93\u548cPython\u7248\u672c\u662f\u517c\u5bb9\u7684\u3002\u5426\u5219\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u7a0b\u5e8f\u8fd0\u884c\u9519\u8bef\u6216\u529f\u80fd\u5f02\u5e38\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u4f7f\u7528\u865a\u62df\u73af\u5883<\/strong>\uff1a\u4e3a\u4e86\u907f\u514d\u4f9d\u8d56\u51b2\u7a81\uff0c\u5efa\u8bae\u4f7f\u7528\u865a\u62df\u73af\u5883\u3002\u865a\u62df\u73af\u5883\u53ef\u4ee5\u4e3a\u4e0d\u540c\u9879\u76ee\u521b\u5efa\u72ec\u7acb\u7684\u5305\u4f9d\u8d56\u73af\u5883\uff0c\u786e\u4fdd\u4e0d\u540c\u9879\u76ee\u4e4b\u95f4\u4e0d\u4f1a\u4e92\u76f8\u5f71\u54cd\u3002\u4e0b\u9762\u662f\u521b\u5efa\u548c\u4f7f\u7528\u865a\u62df\u73af\u5883\u7684\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python -m venv myenv<\/p>\n<p>source myenv\/bin\/activate  # \u5728Windows\u4e0a\u4f7f\u7528 myenv\\Scripts\\activate<\/p>\n<p>pip install library_name==version_number<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n<p><h3>\u4e00\u3001\u4f7f\u7528pip\u6307\u5b9a\u7248\u672c<\/h3>\n<\/p>\n<p><p>\u5728\u4f7f\u7528pip\u5b89\u88c5\u7279\u5b9a\u7248\u672c\u7684\u5e93\u65f6\uff0c\u53ef\u4ee5\u901a\u8fc7\u6307\u5b9a\u7248\u672c\u53f7\u6765\u786e\u4fdd\u4f60\u5f97\u5230\u7684\u662f\u6240\u9700\u7684\u7248\u672c\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u6b65\u9aa4\u548c\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><h4>1. \u5b89\u88c5\u7279\u5b9a\u7248\u672c\u7684\u5e93<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u6253\u5f00\u7ec8\u7aef\u6216\u547d\u4ee4\u63d0\u793a\u7b26\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install library_name==version_number<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u5b89\u88c5Numpy\u76841.18.5\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install numpy==1.18.5<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. \u5b89\u88c5\u591a\u4e2a\u5e93\u7684\u7279\u5b9a\u7248\u672c<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u4f60\u9700\u8981\u5b89\u88c5\u591a\u4e2a\u5e93\u7684\u7279\u5b9a\u7248\u672c\uff0c\u53ef\u4ee5\u5728requirements.txt\u6587\u4ef6\u4e2d\u5217\u51fa\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u53f7\uff0c\u7136\u540e\u4f7f\u7528pip\u4e00\u6b21\u6027\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">numpy==1.18.5<\/p>\n<p>pandas==1.1.5<\/p>\n<p>scipy==1.5.2<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\u5728\u7ec8\u7aef\u4e2d\u8fd0\u884c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install -r requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3. \u67e5\u770b\u5df2\u5b89\u88c5\u5e93\u7684\u7248\u672c<\/h4>\n<\/p>\n<p><p>\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6765\u67e5\u770b\u5df2\u5b89\u88c5\u5e93\u7684\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip show library_name<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u67e5\u770b\u5df2\u5b89\u88c5Numpy\u7684\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip show numpy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e8c\u3001\u786e\u4fdd\u517c\u5bb9\u6027<\/h3>\n<\/p>\n<p><p>\u5728\u5b89\u88c5\u4f4e\u7248\u672c\u5e93\u65f6\uff0c\u8981\u7279\u522b\u6ce8\u610f\u5e93\u4e4b\u95f4\u7684\u517c\u5bb9\u6027\u95ee\u9898\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5efa\u8bae\u548c\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<p><h4>1. \u68c0\u67e5\u4f9d\u8d56\u5173\u7cfb<\/h4>\n<\/p>\n<p><p>\u5728\u5b89\u88c5\u4f4e\u7248\u672c\u5e93\u4e4b\u524d\uff0c\u68c0\u67e5\u8be5\u7248\u672c\u7684\u5e93\u4e0e\u5176\u4ed6\u5e93\u548cPython\u7248\u672c\u7684\u517c\u5bb9\u6027\u3002\u4f8b\u5982\uff0c\u4f60\u53ef\u4ee5\u5728\u5e93\u7684\u5b98\u65b9\u6587\u6863\u4e2d\u67e5\u627e\u517c\u5bb9\u6027\u4fe1\u606f\uff0c\u6216\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u67e5\u770b\u4f9d\u8d56\u5173\u7cfb\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip show library_name<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u67e5\u770bNumpy\u7684\u4f9d\u8d56\u5173\u7cfb\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip show numpy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. \u4f7f\u7528\u517c\u5bb9\u6027\u5de5\u5177<\/h4>\n<\/p>\n<p><p>\u6709\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u4f60\u89e3\u51b3\u4f9d\u8d56\u51b2\u7a81\u95ee\u9898\u3002\u4f8b\u5982\uff0cpipdeptree\u53ef\u4ee5\u751f\u6210\u5f53\u524d\u5b89\u88c5\u5e93\u7684\u4f9d\u8d56\u6811\uff0c\u5e2e\u52a9\u4f60\u8bc6\u522b\u6f5c\u5728\u7684\u517c\u5bb9\u6027\u95ee\u9898\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pipdeptree<\/p>\n<p>pipdeptree<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3. \u6d4b\u8bd5\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u5728\u5b89\u88c5\u4f4e\u7248\u672c\u5e93\u4e4b\u524d\uff0c\u5efa\u8bae\u5728\u6d4b\u8bd5\u73af\u5883\u4e2d\u8fdb\u884c\u6d4b\u8bd5\uff0c\u786e\u4fdd\u6240\u9700\u7684\u529f\u80fd\u80fd\u591f\u6b63\u5e38\u8fd0\u884c\u3002\u5982\u679c\u4e00\u5207\u6b63\u5e38\uff0c\u518d\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u8fdb\u884c\u5b89\u88c5\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883<\/h3>\n<\/p>\n<p><p>\u4f7f\u7528\u865a\u62df\u73af\u5883\u53ef\u4ee5\u4e3a\u6bcf\u4e2a\u9879\u76ee\u521b\u5efa\u72ec\u7acb\u7684\u5305\u4f9d\u8d56\u73af\u5883\uff0c\u907f\u514d\u4e0d\u540c\u9879\u76ee\u4e4b\u95f4\u7684\u4f9d\u8d56\u51b2\u7a81\u3002<\/p>\n<\/p>\n<p><h4>1. \u521b\u5efa\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u865a\u62df\u73af\u5883\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>\u5176\u4e2d\uff0cmyenv\u662f\u865a\u62df\u73af\u5883\u7684\u540d\u79f0\uff0c\u53ef\u4ee5\u6839\u636e\u9700\u8981\u8fdb\u884c\u547d\u540d\u3002<\/p>\n<\/p>\n<p><h4>2. \u6fc0\u6d3b\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u5728\u521b\u5efa\u865a\u62df\u73af\u5883\u540e\uff0c\u9700\u8981\u6fc0\u6d3b\u5b83\u3002\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\uff0c\u6fc0\u6d3b\u547d\u4ee4\u6709\u6240\u4e0d\u540c\uff1a<\/p>\n<\/p>\n<ul>\n<li>\u5728Unix\u6216MacOS\u4e0a\uff1a\n<pre><code class=\"language-bash\">source myenv\/bin\/activate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\u5728Windows\u4e0a\uff1a\n<pre><code class=\"language-bash\">myenv\\Scripts\\activate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<\/ul>\n<p><h4>3. \u5b89\u88c5\u6240\u9700\u5e93<\/h4>\n<\/p>\n<p><p>\u6fc0\u6d3b\u865a\u62df\u73af\u5883\u540e\uff0c\u4f60\u53ef\u4ee5\u5728\u8be5\u73af\u5883\u4e2d\u5b89\u88c5\u6240\u9700\u7684\u5e93\u53ca\u5176\u7279\u5b9a\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install library_name==version_number<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4. \u9000\u51fa\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u5b8c\u6210\u5de5\u4f5c\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u9000\u51fa\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">deactivate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u56db\u3001\u7248\u672c\u63a7\u5236\u548c\u7ba1\u7406<\/h3>\n<\/p>\n<p><p>\u5728\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u7ba1\u7406\u548c\u8bb0\u5f55\u6240\u4f7f\u7528\u7684\u5e93\u7248\u672c\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5efa\u8bae\u548c\u5de5\u5177\uff1a<\/p>\n<\/p>\n<p><h4>1. \u4f7f\u7528requirements.txt<\/h4>\n<\/p>\n<p><p>\u5728\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\u521b\u5efarequirements.txt\u6587\u4ef6\uff0c\u5e76\u5217\u51fa\u6240\u6709\u4f9d\u8d56\u5e93\u53ca\u5176\u7248\u672c\u53f7\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-text\">numpy==1.18.5<\/p>\n<p>pandas==1.1.5<\/p>\n<p>scipy==1.5.2<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u6240\u6709\u4f9d\u8d56\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install -r requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. \u4f7f\u7528pip freeze<\/h4>\n<\/p>\n<p><p>\u4f60\u53ef\u4ee5\u4f7f\u7528pip freeze\u547d\u4ee4\u751f\u6210\u5f53\u524d\u73af\u5883\u4e2d\u6240\u6709\u5df2\u5b89\u88c5\u5e93\u53ca\u5176\u7248\u672c\u53f7\u7684\u5217\u8868\uff0c\u5e76\u5c06\u5176\u4fdd\u5b58\u5230requirements.txt\u6587\u4ef6\u4e2d\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><h4>3. \u4f7f\u7528\u4f9d\u8d56\u7ba1\u7406\u5de5\u5177<\/h4>\n<\/p>\n<p><p>\u6709\u4e00\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u7ba1\u7406\u4f9d\u8d56\u5e93\u548c\u7248\u672c\u3002\u4f8b\u5982\uff0cpipenv\u548cpoetry\u662f\u6d41\u884c\u7684Python\u4f9d\u8d56\u7ba1\u7406\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u521b\u5efa\u548c\u7ba1\u7406\u865a\u62df\u73af\u5883\u3001\u5b89\u88c5\u4f9d\u8d56\u5e93\u3001\u751f\u6210lock\u6587\u4ef6\u7b49\u3002<\/p>\n<\/p>\n<p><p><strong>pipenv<\/strong>\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pipenv<\/p>\n<p>pipenv install library_name==version_number<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>poetry<\/strong>\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install poetry<\/p>\n<p>poetry add library_name@version_number<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e94\u3001\u5904\u7406\u4f9d\u8d56\u51b2\u7a81<\/h3>\n<\/p>\n<p><p>\u5728\u5b89\u88c5\u4f4e\u7248\u672c\u5e93\u65f6\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u4f9d\u8d56\u51b2\u7a81\u95ee\u9898\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5904\u7406\u4f9d\u8d56\u51b2\u7a81\u7684\u5efa\u8bae\uff1a<\/p>\n<\/p>\n<p><h4>1. \u5347\u7ea7pip\u548csetuptools<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u7684pip\u548csetuptools\u662f\u6700\u65b0\u7248\u672c\u3002\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5347\u7ea7\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install --upgrade pip setuptools<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. \u67e5\u627e\u51b2\u7a81\u4f9d\u8d56<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528pip check\u547d\u4ee4\u67e5\u627e\u5e76\u5217\u51fa\u6240\u6709\u51b2\u7a81\u7684\u4f9d\u8d56\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip check<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6839\u636e\u8f93\u51fa\u4fe1\u606f\uff0c\u624b\u52a8\u89e3\u51b3\u51b2\u7a81\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><h4>3. \u4f7f\u7528pipdeptree<\/h4>\n<\/p>\n<p><p>pipdeptree\u53ef\u4ee5\u751f\u6210\u5f53\u524d\u5b89\u88c5\u5e93\u7684\u4f9d\u8d56\u6811\uff0c\u5e2e\u52a9\u4f60\u8bc6\u522b\u6f5c\u5728\u7684\u4f9d\u8d56\u51b2\u7a81\u95ee\u9898\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pipdeptree<\/p>\n<p>pipdeptree<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4. \u521b\u5efa\u9694\u79bb\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u4f9d\u8d56\u51b2\u7a81\u95ee\u9898\u65e0\u6cd5\u89e3\u51b3\uff0c\u8003\u8651\u4e3a\u4e0d\u540c\u9879\u76ee\u521b\u5efa\u9694\u79bb\u7684\u865a\u62df\u73af\u5883\uff0c\u786e\u4fdd\u6bcf\u4e2a\u73af\u5883\u4e2d\u7684\u4f9d\u8d56\u5e93\u4e0d\u4f1a\u4e92\u76f8\u5f71\u54cd\u3002<\/p>\n<\/p>\n<p><h3>\u516d\u3001\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6848<\/h3>\n<\/p>\n<p><p>\u5728\u5b89\u88c5\u4f4e\u7248\u672c\u5e93\u65f6\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\u53ca\u5176\u89e3\u51b3\u65b9\u6848\uff1a<\/p>\n<\/p>\n<p><h4>1. \u5b89\u88c5\u5931\u8d25<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u5b89\u88c5\u4f4e\u7248\u672c\u5e93\u65f6\u9047\u5230\u5b89\u88c5\u5931\u8d25\u95ee\u9898\uff0c\u9996\u5148\u68c0\u67e5\u7f51\u7edc\u8fde\u63a5\u548cPyPI\u6e90\u662f\u5426\u6b63\u5e38\u3002\u7136\u540e\uff0c\u5c1d\u8bd5\u4f7f\u7528\u56fd\u5185\u955c\u50cf\u6e90\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install library_name==version_number -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. \u7248\u672c\u4e0d\u517c\u5bb9<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u5b89\u88c5\u4f4e\u7248\u672c\u5e93\u540e\uff0c\u53d1\u73b0\u4e0e\u5176\u4ed6\u5df2\u5b89\u88c5\u5e93\u6216Python\u7248\u672c\u4e0d\u517c\u5bb9\uff0c\u5c1d\u8bd5\u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\uff0c\u6216\u624b\u52a8\u8c03\u6574\u4f9d\u8d56\u5e93\u7248\u672c\uff0c\u786e\u4fdd\u517c\u5bb9\u6027\u3002<\/p>\n<\/p>\n<p><h4>3. \u7f3a\u5c11\u7f16\u8bd1\u5de5\u5177<\/h4>\n<\/p>\n<p><p>\u6709\u4e9b\u5e93\u9700\u8981\u7f16\u8bd1\u5de5\u5177\u624d\u80fd\u6210\u529f\u5b89\u88c5\u3002\u5982\u679c\u9047\u5230\u7f16\u8bd1\u9519\u8bef\uff0c\u786e\u4fdd\u5df2\u5b89\u88c5\u76f8\u5173\u7f16\u8bd1\u5de5\u5177\u3002\u4f8b\u5982\uff0c\u5728Linux\u7cfb\u7edf\u4e0a\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u5e38\u89c1\u7f16\u8bd1\u5de5\u5177\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">sudo apt-get install build-essential<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728Windows\u7cfb\u7edf\u4e0a\uff0c\u53ef\u4ee5\u5b89\u88c5Microsoft Visual C++ Build Tools\u3002<\/p>\n<\/p>\n<p><h3>\u4e03\u3001\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>\u5b89\u88c5Python\u7684\u4f4e\u7248\u672c\u5e93\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528pip\u547d\u4ee4\u6307\u5b9a\u6240\u9700\u7684\u7248\u672c\u53f7\u3001\u786e\u4fdd\u517c\u5bb9\u6027\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883\u7b49\u65b9\u6cd5\u5b9e\u73b0\u3002\u5728\u5b9e\u9645\u64cd\u4f5c\u4e2d\uff0c\u5efa\u8bae\u521b\u5efa\u865a\u62df\u73af\u5883\uff0c\u907f\u514d\u4e0d\u540c\u9879\u76ee\u4e4b\u95f4\u7684\u4f9d\u8d56\u51b2\u7a81\u3002\u540c\u65f6\uff0c\u8981\u6ce8\u610f\u68c0\u67e5\u5e93\u4e4b\u95f4\u7684\u517c\u5bb9\u6027\uff0c\u786e\u4fdd\u6240\u9700\u529f\u80fd\u80fd\u591f\u6b63\u5e38\u8fd0\u884c\u3002\u5982\u679c\u9047\u5230\u4f9d\u8d56\u51b2\u7a81\u6216\u5176\u4ed6\u95ee\u9898\uff0c\u53ef\u4ee5\u53c2\u8003\u4e0a\u8ff0\u89e3\u51b3\u65b9\u6848\u8fdb\u884c\u5904\u7406\u3002\u901a\u8fc7\u5408\u7406\u7ba1\u7406\u548c\u63a7\u5236\u5e93\u7684\u7248\u672c\uff0c\u53ef\u4ee5\u63d0\u9ad8\u9879\u76ee\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u67e5\u627e\u53ef\u7528\u7684\u5e93\u7248\u672c\uff1f<\/strong><br \/>\u8981\u67e5\u627e\u7279\u5b9a\u5e93\u7684\u53ef\u7528\u7248\u672c\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a  <\/p>\n<pre><code>pip install &lt;\u5e93\u540d&gt;==\n<\/code><\/pre>\n<p>\u4f8b\u5982\uff0c\u8f93\u5165<code>pip install numpy==<\/code>\u540e\u6309\u4e0bTab\u952e\uff0c\u7cfb\u7edf\u5c06\u663e\u793a\u8be5\u5e93\u7684\u6240\u6709\u53ef\u7528\u7248\u672c\u3002\u6b64\u5916\uff0c\u60a8\u8fd8\u53ef\u4ee5\u8bbf\u95eePyPI\uff08Python Package Index\uff09\u7f51\u7ad9\uff0c\u641c\u7d22\u6240\u9700\u5e93\u5e76\u67e5\u770b\u5176\u7248\u672c\u5386\u53f2\u8bb0\u5f55\u3002<\/p>\n<p><strong>\u5728\u5b89\u88c5\u4f4e\u7248\u672c\u5e93\u65f6\uff0c\u6709\u54ea\u4e9b\u5e38\u89c1\u95ee\u9898\u9700\u8981\u6ce8\u610f\uff1f<\/strong><br \/>\u5b89\u88c5\u4f4e\u7248\u672c\u5e93\u53ef\u80fd\u4f1a\u5bfc\u81f4\u4f9d\u8d56\u51b2\u7a81\uff0c\u5c24\u5176\u662f\u5f53\u5176\u4ed6\u5e93\u4f9d\u8d56\u4e8e\u66f4\u9ad8\u7248\u672c\u65f6\u3002\u56e0\u6b64\uff0c\u5728\u5b89\u88c5\u4e4b\u524d\uff0c\u5efa\u8bae\u4f7f\u7528<code>pip freeze<\/code>\u547d\u4ee4\u67e5\u770b\u5f53\u524d\u73af\u5883\u4e2d\u6240\u6709\u5df2\u5b89\u88c5\u7684\u5e93\u53ca\u5176\u7248\u672c\u3002\u786e\u4fdd\u76ee\u6807\u5e93\u7684\u4f4e\u7248\u672c\u4e0e\u5176\u4ed6\u5e93\u7684\u7248\u672c\u517c\u5bb9\uff0c\u4ee5\u907f\u514d\u6f5c\u5728\u7684\u8fd0\u884c\u65f6\u9519\u8bef\u3002<\/p>\n<p><strong>\u5982\u4f55\u786e\u8ba4\u5b89\u88c5\u7684\u5e93\u7248\u672c\u662f\u5426\u6210\u529f\uff1f<\/strong><br \/>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u786e\u8ba4\u5e93\u7684\u7248\u672c\uff1a  <\/p>\n<pre><code>pip show &lt;\u5e93\u540d&gt;\n<\/code><\/pre>\n<p>\u6b64\u547d\u4ee4\u5c06\u663e\u793a\u6709\u5173\u5e93\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u5305\u62ec\u7248\u672c\u53f7\u3002\u5982\u679c\u60a8\u5e0c\u671b\u67e5\u770b\u6240\u6709\u5df2\u5b89\u88c5\u5e93\u7684\u7248\u672c\uff0c\u53ef\u4ee5\u4f7f\u7528<code>pip freeze<\/code>\u547d\u4ee4\uff0c\u8fd9\u6837\u53ef\u4ee5\u5feb\u901f\u67e5\u770b\u5f53\u524d\u73af\u5883\u4e2d\u6240\u6709\u5e93\u53ca\u5176\u5bf9\u5e94\u7684\u7248\u672c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u8981\u5b89\u88c5Python\u7684\u4f4e\u7248\u672c\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528pip\u547d\u4ee4\u6307\u5b9a\u6240\u9700\u7684\u7248\u672c\u53f7\u3001\u786e\u4fdd\u517c\u5bb9\u6027\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u6b65\u9aa4\uff1a [&hellip;]","protected":false},"author":3,"featured_media":1074202,"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\/1074191"}],"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=1074191"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1074191\/revisions"}],"predecessor-version":[{"id":1074203,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1074191\/revisions\/1074203"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1074202"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1074191"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1074191"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1074191"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}