{"id":1113221,"date":"2025-01-08T17:45:42","date_gmt":"2025-01-08T09:45:42","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1113221.html"},"modified":"2025-01-08T17:45:45","modified_gmt":"2025-01-08T09:45:45","slug":"python-%e5%a6%82%e4%bd%95%e8%a3%85%e7%ac%ac%e4%b8%89%e6%96%b9%e5%ba%93","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1113221.html","title":{"rendered":"python \u5982\u4f55\u88c5\u7b2c\u4e09\u65b9\u5e93"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25074914\/c8ba2c39-a303-44a8-917e-a98dcf88889e.webp\" alt=\"python \u5982\u4f55\u88c5\u7b2c\u4e09\u65b9\u5e93\" \/><\/p>\n<p><p> \u5728Python\u4e2d\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u7684\u6838\u5fc3\u89c2\u70b9\u5305\u62ec\uff1a<strong>\u4f7f\u7528pip\u5b89\u88c5\u3001\u4f7f\u7528Anaconda\u5b89\u88c5\u3001\u4ece\u6e90\u4ee3\u7801\u5b89\u88c5<\/strong>\u3002\u5176\u4e2d\uff0c\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u662f\u4f7f\u7528pip\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u3002<\/p>\n<\/p>\n<p><p>\u4f7f\u7528pip\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u662fPython\u5f00\u53d1\u4e2d\u6700\u5e38\u89c1\u548c\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u3002pip\u662fPython\u5305\u7ba1\u7406\u7cfb\u7edf\uff0c\u53ef\u4ee5\u4ecePython Package Index (PyPI) \u4e0b\u8f7d\u5e76\u5b89\u88c5\u8f6f\u4ef6\u5305\u3002\u4f7f\u7528pip\u5b89\u88c5\u5e93\u7684\u6b65\u9aa4\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165<code>pip install \u5305\u540d<\/code>\u3002\u4f8b\u5982\uff0c\u8981\u5b89\u88c5\u540d\u4e3arequests\u7684\u5e93\uff0c\u53ea\u9700\u8f93\u5165<code>pip install requests<\/code>\uff0cpip\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5\u8be5\u5e93\u53ca\u5176\u4f9d\u8d56\u9879\u3002<\/p>\n<\/p>\n<p><p>\u4e0b\u9762\u6211\u5c06\u8be6\u7ec6\u4ecb\u7ecdPython\u4e2d\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u7684\u591a\u79cd\u65b9\u6cd5\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528pip\u5b89\u88c5<\/h3>\n<\/p>\n<p><h4>1\u3001\u5b89\u88c5pip<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86pip\u3002\u901a\u5e38\uff0cpip\u4e0ePython\u4e00\u8d77\u5b89\u88c5\uff0c\u4f46\u5982\u679c\u4f60\u6ca1\u6709\u5b89\u88c5pip\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<ul>\n<li>\u5728Windows\u4e0a\uff0c\u53ef\u4ee5\u4e0b\u8f7d\u5e76\u8fd0\u884c<code>get-pip.py<\/code>\u811a\u672c\u3002<\/li>\n<li>\u5728macOS\u548cLinux\u4e0a\uff0c\u53ef\u4ee5\u4f7f\u7528\u5305\u7ba1\u7406\u5668\u5b89\u88c5\u3002\u4f8b\u5982\uff0c\u5728macOS\u4e0a\u53ef\u4ee5\u4f7f\u7528<code>brew install python<\/code>\uff0c\u5728\u5927\u591a\u6570Linux\u53d1\u884c\u7248\u4e0a\u53ef\u4ee5\u4f7f\u7528<code>sudo apt-get install python-pip<\/code>\u3002<\/li>\n<\/ul>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884c<code>pip --version<\/code>\u547d\u4ee4\u6765\u9a8c\u8bc1\u5b89\u88c5\u662f\u5426\u6210\u529f\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u5b89\u88c5\u5e93<\/h4>\n<\/p>\n<p><p>\u4e00\u65e6\u4f60\u5b89\u88c5\u4e86pip\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u5b89\u88c5\u4efb\u4f55Python\u5e93\u3002\u4f8b\u5982\uff0c\u5b89\u88c5requests\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3\u3001\u5b89\u88c5\u7279\u5b9a\u7248\u672c\u7684\u5e93<\/h4>\n<\/p>\n<p><p>\u6709\u65f6\u4f60\u53ef\u80fd\u9700\u8981\u5b89\u88c5\u7279\u5b9a\u7248\u672c\u7684\u5e93\uff0c\u8fd9\u53ef\u4ee5\u901a\u8fc7\u5728\u5e93\u540d\u540e\u9762\u52a0\u4e0a\u7248\u672c\u53f7\u6765\u5b9e\u73b0\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install requests==2.25.1<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4\u3001\u5347\u7ea7\u5df2\u5b89\u88c5\u7684\u5e93<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u4f60\u60f3\u5347\u7ea7\u5df2\u5b89\u88c5\u7684\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528<code>--upgrade<\/code>\u9009\u9879\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install --upgrade requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>5\u3001\u5b89\u88c5\u591a\u4e2a\u5e93<\/h4>\n<\/p>\n<p><p>\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e2arequirements.txt\u6587\u4ef6\u6765\u5b89\u88c5\u591a\u4e2a\u5e93\u3002\u9996\u5148\uff0c\u521b\u5efa\u4e00\u4e2arequirements.txt\u6587\u4ef6\uff0c\u5e76\u5728\u5176\u4e2d\u5217\u51fa\u6240\u6709\u4f60\u9700\u8981\u7684\u5e93\u53ca\u5176\u7248\u672c\uff0c\u7136\u540e\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\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><h3>\u4e8c\u3001\u4f7f\u7528Anaconda\u5b89\u88c5<\/h3>\n<\/p>\n<p><p>Anaconda\u662f\u4e00\u4e2a\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u7684Python\u53d1\u884c\u7248\uff0c\u5305\u542b\u4e86\u8bb8\u591a\u6709\u7528\u7684\u5e93\u548c\u5de5\u5177\u3002Anaconda\u81ea\u5e26\u4e86\u4e00\u4e2a\u540d\u4e3aconda\u7684\u5305\u7ba1\u7406\u5668\uff0c\u53ef\u4ee5\u7528\u6765\u5b89\u88c5\u548c\u7ba1\u7406Python\u5e93\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u5b89\u88c5Anaconda<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u4e0b\u8f7d\u5e76\u5b89\u88c5Anaconda\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884c<code>conda --version<\/code>\u547d\u4ee4\u6765\u9a8c\u8bc1\u5b89\u88c5\u662f\u5426\u6210\u529f\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u521b\u5efa\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528Anaconda\uff0c\u5efa\u8bae\u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u5e93\uff0c\u8fd9\u6837\u53ef\u4ee5\u907f\u514d\u5e93\u4e4b\u95f4\u7684\u51b2\u7a81\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda create --name myenv<\/p>\n<p>conda activate myenv<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3\u3001\u5b89\u88c5\u5e93<\/h4>\n<\/p>\n<p><p>\u4e00\u65e6\u4f60\u8fdb\u5165\u4e86\u865a\u62df\u73af\u5883\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528conda\u6765\u5b89\u88c5\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda install requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4\u3001\u5b89\u88c5\u7279\u5b9a\u7248\u672c\u7684\u5e93<\/h4>\n<\/p>\n<p><p>\u540c\u6837\u7684\uff0c\u4f60\u53ef\u4ee5\u5b89\u88c5\u7279\u5b9a\u7248\u672c\u7684\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda install requests=2.25.1<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>5\u3001\u5b89\u88c5\u591a\u4e2a\u5e93<\/h4>\n<\/p>\n<p><p>\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e2a\u73af\u5883\u6587\u4ef6\u6765\u5b89\u88c5\u591a\u4e2a\u5e93\u3002\u9996\u5148\uff0c\u521b\u5efa\u4e00\u4e2aenvironment.yml\u6587\u4ef6\uff0c\u5e76\u5728\u5176\u4e2d\u5217\u51fa\u6240\u6709\u4f60\u9700\u8981\u7684\u5e93\u53ca\u5176\u7248\u672c\uff0c\u7136\u540e\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda env create -f environment.yml<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e09\u3001\u4ece\u6e90\u4ee3\u7801\u5b89\u88c5<\/h3>\n<\/p>\n<p><p>\u6709\u65f6\u4f60\u53ef\u80fd\u9700\u8981\u5b89\u88c5\u4e00\u4e2a\u5e93\u7684\u5f00\u53d1\u7248\u672c\uff0c\u6216\u8005\u4e00\u4e2a\u4e0d\u5728PyPI\u4e0a\u7684\u5e93\u3002\u8fd9\u65f6\uff0c\u4f60\u53ef\u4ee5\u4ece\u6e90\u4ee3\u7801\u5b89\u88c5\u5e93\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u4e0b\u8f7d\u6e90\u4ee3\u7801<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u4ece\u5e93\u7684\u5b98\u65b9\u7f51\u7ad9\u6216\u6e90\u7801\u4ed3\u5e93\uff08\u5982GitHub\uff09\u4e0b\u8f7d\u6e90\u4ee3\u7801\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u5b89\u88c5\u5e93<\/h4>\n<\/p>\n<p><p>\u7136\u540e\uff0c\u8fdb\u5165\u5e93\u7684\u6e90\u4ee3\u7801\u76ee\u5f55\uff0c\u5e76\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python setup.py install<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u5c06\u5b89\u88c5\u5e93\u53ca\u5176\u6240\u6709\u4f9d\u8d56\u9879\u3002<\/p>\n<\/p>\n<p><h4>3\u3001\u4f7f\u7528pip\u4ece\u6e90\u7801\u5b89\u88c5<\/h4>\n<\/p>\n<p><p>\u4f60\u8fd8\u53ef\u4ee5\u4f7f\u7528pip\u4ece\u6e90\u7801\u5b89\u88c5\u5e93\u3002\u9996\u5148\uff0c\u4e0b\u8f7d\u6e90\u4ee3\u7801\uff0c\u7136\u540e\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install .<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6216\u8005\uff0c\u4f60\u53ef\u4ee5\u76f4\u63a5\u4ece\u6e90\u7801\u4ed3\u5e93\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install git+https:\/\/github.com\/username\/repo.git<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u56db\u3001\u4f7f\u7528\u5176\u4ed6\u5305\u7ba1\u7406\u5de5\u5177<\/h3>\n<\/p>\n<p><p>\u9664\u4e86pip\u548cconda\uff0c\u8fd8\u6709\u4e00\u4e9b\u5176\u4ed6\u7684\u5305\u7ba1\u7406\u5de5\u5177\u53ef\u4ee5\u7528\u6765\u5b89\u88c5\u548c\u7ba1\u7406Python\u5e93\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u4f7f\u7528Poetry<\/h4>\n<\/p>\n<p><p>Poetry\u662f\u4e00\u4e2a\u7528\u4e8e\u4f9d\u8d56\u7ba1\u7406\u548c\u6253\u5305\u7684\u5de5\u5177\u3002\u5b83\u53ef\u4ee5\u81ea\u52a8\u89e3\u6790\u548c\u5b89\u88c5\u4f9d\u8d56\u9879\uff0c\u5e76\u751f\u6210\u4e00\u4e2a\u9501\u5b9a\u6587\u4ef6\u4ee5\u786e\u4fdd\u4e00\u81f4\u7684\u73af\u5883\u3002\u4f7f\u7528Poetry\u5b89\u88c5\u5e93\u7684\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<ul>\n<li>\u5b89\u88c5Poetry\uff1a<\/li>\n<\/ul>\n<p><pre><code class=\"language-bash\">curl -sSL https:\/\/install.python-poetry.org | python3 -<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li>\u521b\u5efa\u4e00\u4e2a\u65b0\u9879\u76ee\uff1a<\/li>\n<\/ul>\n<p><pre><code class=\"language-bash\">poetry new myproject<\/p>\n<p>cd myproject<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li>\u6dfb\u52a0\u4f9d\u8d56\u9879\uff1a<\/li>\n<\/ul>\n<p><pre><code class=\"language-bash\">poetry add requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li>\u5b89\u88c5\u4f9d\u8d56\u9879\uff1a<\/li>\n<\/ul>\n<p><pre><code class=\"language-bash\">poetry install<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u4f7f\u7528Pipenv<\/h4>\n<\/p>\n<p><p>Pipenv\u662f\u53e6\u4e00\u4e2a\u6d41\u884c\u7684\u4f9d\u8d56\u7ba1\u7406\u5de5\u5177\uff0c\u5b83\u7ed3\u5408\u4e86pip\u548cvirtualenv\u7684\u529f\u80fd\u3002\u4f7f\u7528Pipenv\u5b89\u88c5\u5e93\u7684\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<ul>\n<li>\u5b89\u88c5Pipenv\uff1a<\/li>\n<\/ul>\n<p><pre><code class=\"language-bash\">pip install pipenv<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li>\u521b\u5efa\u5e76\u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff1a<\/li>\n<\/ul>\n<p><pre><code class=\"language-bash\">pipenv shell<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li>\u5b89\u88c5\u4f9d\u8d56\u9879\uff1a<\/li>\n<\/ul>\n<p><pre><code class=\"language-bash\">pipenv install requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e94\u3001\u7ba1\u7406\u5df2\u5b89\u88c5\u7684\u5e93<\/h3>\n<\/p>\n<p><p>\u5b89\u88c5\u5e93\u53ea\u662f\u5f00\u59cb\uff0c\u4f60\u8fd8\u9700\u8981\u7ba1\u7406\u8fd9\u4e9b\u5e93\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u7ba1\u7406\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u67e5\u770b\u5df2\u5b89\u88c5\u7684\u5e93<\/h4>\n<\/p>\n<p><p>\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u67e5\u770b\u7cfb\u7edf\u4e2d\u5df2\u5b89\u88c5\u7684\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip list<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6216\u8005\u4f7f\u7528conda\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda list<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u5378\u8f7d\u5e93<\/h4>\n<\/p>\n<p><p>\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5378\u8f7d\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip uninstall requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6216\u8005\u4f7f\u7528conda\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda remove requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3\u3001\u67e5\u770b\u5e93\u7684\u4f9d\u8d56\u9879<\/h4>\n<\/p>\n<p><p>\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u67e5\u770b\u5e93\u7684\u4f9d\u8d56\u9879\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip show requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6216\u8005\u4f7f\u7528conda\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda info requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516d\u3001\u5e38\u89c1\u95ee\u9898\u53ca\u89e3\u51b3\u65b9\u6cd5<\/h3>\n<\/p>\n<p><p>\u5728\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u65f6\uff0c\u4f60\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u95ee\u9898\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\u53ca\u5176\u89e3\u51b3\u65b9\u6cd5\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u6743\u9650\u95ee\u9898<\/h4>\n<\/p>\n<p><p>\u5728\u5b89\u88c5\u5e93\u65f6\uff0c\u4f60\u53ef\u80fd\u4f1a\u9047\u5230\u6743\u9650\u95ee\u9898\u3002\u8fd9\u65f6\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528<code>--user<\/code>\u9009\u9879\u6765\u5b89\u88c5\u5e93\u5230\u7528\u6237\u76ee\u5f55\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install --user requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u7f51\u7edc\u95ee\u9898<\/h4>\n<\/p>\n<p><p>\u6709\u65f6\uff0c\u4f60\u53ef\u80fd\u4f1a\u9047\u5230\u7f51\u7edc\u95ee\u9898\uff0c\u5bfc\u81f4\u5e93\u65e0\u6cd5\u4e0b\u8f7d\u3002\u8fd9\u65f6\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528\u56fd\u5185\u955c\u50cf\u6765\u5b89\u88c5\u5e93\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u8c46\u74e3\u955c\u50cf\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install -i https:\/\/pypi.doubanio.com\/simple requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3\u3001\u4f9d\u8d56\u51b2\u7a81<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u4f60\u9047\u5230\u4f9d\u8d56\u51b2\u7a81\uff0c\u53ef\u4ee5\u4f7f\u7528\u865a\u62df\u73af\u5883\u6765\u89e3\u51b3\u3002\u865a\u62df\u73af\u5883\u53ef\u4ee5\u9694\u79bb\u9879\u76ee\u7684\u4f9d\u8d56\u9879\uff0c\u907f\u514d\u5e93\u4e4b\u95f4\u7684\u51b2\u7a81\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528<code>virtualenv<\/code>\u6216<code>venv<\/code>\u6765\u521b\u5efa\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python -m venv myenv<\/p>\n<p>source myenv\/bin\/activate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e03\u3001\u6700\u4f73\u5b9e\u8df5<\/h3>\n<\/p>\n<p><p>\u4e3a\u4e86\u66f4\u597d\u5730\u7ba1\u7406\u548c\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\uff0c\u4f60\u53ef\u4ee5\u9075\u5faa\u4ee5\u4e0b\u6700\u4f73\u5b9e\u8df5\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u865a\u62df\u73af\u5883\u53ef\u4ee5\u9694\u79bb\u9879\u76ee\u7684\u4f9d\u8d56\u9879\uff0c\u907f\u514d\u5e93\u4e4b\u95f4\u7684\u51b2\u7a81\u3002\u65e0\u8bba\u662f\u4f7f\u7528pip\u3001conda\u8fd8\u662f\u5176\u4ed6\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u90fd\u5efa\u8bae\u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u5e93\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u5b9a\u671f\u66f4\u65b0\u5e93<\/h4>\n<\/p>\n<p><p>\u5b9a\u671f\u66f4\u65b0\u5e93\u53ef\u4ee5\u786e\u4fdd\u4f60\u4f7f\u7528\u7684\u662f\u6700\u65b0\u7248\u672c\uff0c\u4eab\u53d7\u6700\u65b0\u7684\u529f\u80fd\u548c\u4fee\u590d\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528<code>pip list --outdated<\/code>\u547d\u4ee4\u67e5\u770b\u54ea\u4e9b\u5e93\u9700\u8981\u66f4\u65b0\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip list --outdated<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3\u3001\u4f7f\u7528requirements.txt\u6216environment.yml<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528requirements.txt\u6216environment.yml\u6587\u4ef6\u6765\u7ba1\u7406\u9879\u76ee\u7684\u4f9d\u8d56\u9879\uff0c\u53ef\u4ee5\u786e\u4fdd\u6240\u6709\u5f00\u53d1\u4eba\u5458\u4f7f\u7528\u76f8\u540c\u7684\u5e93\u7248\u672c\uff0c\u907f\u514d\u56e0\u4e3a\u5e93\u7248\u672c\u4e0d\u540c\u800c\u5bfc\u81f4\u7684\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><h4>4\u3001\u4f7f\u7528<a href=\"https:\/\/docs.pingcode.com\/blog\/devops\/52691.html\" target=\"_blank\">CI\/CD<\/a>\u5de5\u5177<\/h4>\n<\/p>\n<p><p>\u5728\u6301\u7eed\u96c6\u6210\u548c\u6301\u7eed\u4ea4\u4ed8\uff08CI\/CD\uff09\u7ba1\u9053\u4e2d\u4f7f\u7528\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u53ef\u4ee5\u81ea\u52a8\u5b89\u88c5\u548c\u6d4b\u8bd5\u4f9d\u8d56\u9879\uff0c\u786e\u4fdd\u4ee3\u7801\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u7684\u4e00\u81f4\u6027\u3002\u53ef\u4ee5\u4f7f\u7528GitHub Actions\u3001GitLab CI\u6216\u5176\u4ed6CI\/CD\u5de5\u5177\u96c6\u6210\u5305\u7ba1\u7406\u5de5\u5177\u3002<\/p>\n<\/p>\n<p><h3>\u516b\u3001\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>\u5728Python\u4e2d\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u662f\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u975e\u5e38\u91cd\u8981\u7684\u4e00\u90e8\u5206\u3002\u4f7f\u7528pip\u662f\u6700\u5e38\u89c1\u548c\u6700\u7b80\u5355\u7684\u65b9\u6cd5\uff0c\u4f46Anaconda\u3001Poetry\u3001Pipenv\u7b49\u5de5\u5177\u4e5f\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u4f9d\u8d56\u7ba1\u7406\u529f\u80fd\u3002\u65e0\u8bba\u4f7f\u7528\u54ea\u79cd\u65b9\u6cd5\uff0c\u5efa\u8bae\u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u5e93\uff0c\u5b9a\u671f\u66f4\u65b0\u5e93\uff0c\u5e76\u4f7f\u7528requirements.txt\u6216environment.yml\u6587\u4ef6\u6765\u7ba1\u7406\u9879\u76ee\u7684\u4f9d\u8d56\u9879\u3002\u901a\u8fc7\u9075\u5faa\u8fd9\u4e9b\u6700\u4f73\u5b9e\u8df5\uff0c\u4f60\u53ef\u4ee5\u66f4\u597d\u5730\u7ba1\u7406\u548c\u5b89\u88c5Python\u5e93\uff0c\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u901a\u5e38\u4f7f\u7528\u5305\u7ba1\u7406\u5de5\u5177pip\u3002\u6253\u5f00\u547d\u4ee4\u884c\u754c\u9762\uff0c\u8f93\u5165<code>pip install package_name<\/code>\uff0c\u5c06<code>package_name<\/code>\u66ff\u6362\u4e3a\u4f60\u60f3\u8981\u5b89\u88c5\u7684\u5e93\u7684\u540d\u79f0\u3002\u4f8b\u5982\uff0c\u5b89\u88c5Requests\u5e93\u53ef\u4ee5\u4f7f\u7528<code>pip install requests<\/code>\u3002\u786e\u4fdd\u4f60\u7684Python\u73af\u5883\u5df2\u7ecf\u914d\u7f6e\u597d\uff0c\u5e76\u4e14pip\u5de5\u5177\u53ef\u4ee5\u6b63\u5e38\u4f7f\u7528\u3002<\/p>\n<p><strong>\u53ef\u4ee5\u5728Python\u4e2d\u4f7f\u7528\u54ea\u4e9b\u7b2c\u4e09\u65b9\u5e93\uff1f<\/strong><br \/>Python\u6709\u4e30\u5bcc\u7684\u7b2c\u4e09\u65b9\u5e93\uff0c\u6db5\u76d6\u4e86\u6570\u636e\u79d1\u5b66\u3001Web\u5f00\u53d1\u3001<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u7b49\u591a\u4e2a\u9886\u57df\u3002\u4f8b\u5982\uff0cNumPy\u548cPandas\u7528\u4e8e\u6570\u636e\u5904\u7406\uff0cFlask\u548cDjango\u7528\u4e8eWeb\u5f00\u53d1\uff0cTensorFlow\u548cScikit-learn\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u3002\u6839\u636e\u4f60\u7684\u9879\u76ee\u9700\u6c42\uff0c\u53ef\u4ee5\u4ecePython Package Index (PyPI)\u4e2d\u641c\u7d22\u5408\u9002\u7684\u5e93\u3002<\/p>\n<p><strong>\u5982\u4f55\u7ba1\u7406\u5df2\u5b89\u88c5\u7684\u7b2c\u4e09\u65b9\u5e93\uff1f<\/strong><br \/>\u53ef\u4ee5\u4f7f\u7528<code>pip list<\/code>\u547d\u4ee4\u67e5\u770b\u5f53\u524d\u73af\u5883\u4e2d\u5df2\u5b89\u88c5\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\u3002\u5982\u679c\u60f3\u8981\u66f4\u65b0\u67d0\u4e2a\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528<code>pip install --upgrade package_name<\/code>\u547d\u4ee4\u3002\u6b64\u5916\uff0c\u53ef\u4ee5\u901a\u8fc7<code>pip freeze &gt; requirements.txt<\/code>\u5c06\u5df2\u5b89\u88c5\u7684\u5e93\u53ca\u5176\u7248\u672c\u5bfc\u51fa\u5230\u6587\u4ef6\u4e2d\uff0c\u65b9\u4fbf\u5728\u5176\u4ed6\u73af\u5883\u4e2d\u4f7f\u7528<code>pip install -r requirements.txt<\/code>\u8fdb\u884c\u5b89\u88c5\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u7684\u6838\u5fc3\u89c2\u70b9\u5305\u62ec\uff1a\u4f7f\u7528pip\u5b89\u88c5\u3001\u4f7f\u7528Anaconda\u5b89\u88c5\u3001\u4ece\u6e90\u4ee3\u7801\u5b89\u88c5\u3002\u5176\u4e2d\uff0c\u6700\u5e38 [&hellip;]","protected":false},"author":3,"featured_media":1113227,"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\/1113221"}],"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=1113221"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1113221\/revisions"}],"predecessor-version":[{"id":1113230,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1113221\/revisions\/1113230"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1113227"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1113221"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1113221"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1113221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}