{"id":1182202,"date":"2025-01-15T19:00:31","date_gmt":"2025-01-15T11:00:31","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1182202.html"},"modified":"2025-01-15T19:00:33","modified_gmt":"2025-01-15T11:00:33","slug":"%e7%a8%8b%e5%ba%8f%e5%91%98%e5%a6%82%e4%bd%95%e5%8d%87%e7%ba%a7python","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1182202.html","title":{"rendered":"\u7a0b\u5e8f\u5458\u5982\u4f55\u5347\u7ea7python"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25130253\/a37fbac0-e72d-4e6a-9b0d-9a5dcdccd242.webp\" alt=\"\u7a0b\u5e8f\u5458\u5982\u4f55\u5347\u7ea7python\" \/><\/p>\n<p><p> <strong>\u7a0b\u5e8f\u5458\u5982\u4f55\u5347\u7ea7Python<\/strong><\/p>\n<\/p>\n<p><p><strong>1. \u901a\u8fc7\u5305\u7ba1\u7406\u5668\u30012. \u624b\u52a8\u5b89\u88c5\u30013. \u4f7f\u7528\u865a\u62df\u73af\u5883\u30014. \u5229\u7528\u81ea\u52a8\u5316\u5de5\u5177<\/strong>\u3002\u5176\u4e2d\uff0c<strong>\u901a\u8fc7\u5305\u7ba1\u7406\u5668<\/strong>\u662f\u6700\u7b80\u5355\u548c\u63a8\u8350\u7684\u65b9\u5f0f\u3002\u5305\u7ba1\u7406\u5668\u5982<code>apt<\/code>\u3001<code>yum<\/code>\u3001<code>brew<\/code>\u7b49\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u4e0b\u8f7d\u5b89\u88c5\u548c\u7ba1\u7406Python\u7684\u7248\u672c\u3002\u4ee5<code>apt<\/code>\u4e3a\u4f8b\uff0c\u5728Debian\u6216Ubuntu\u7cfb\u7edf\u4e2d\uff0c\u53ea\u9700\u8fd0\u884c\u51e0\u6761\u7b80\u5355\u7684\u547d\u4ee4\u5373\u53ef\u5b8c\u6210\u5347\u7ea7\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-shell\">sudo apt update<\/p>\n<p>sudo apt install python3.9<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u5c06\u4f1a\u4e0b\u8f7d\u5e76\u5b89\u88c5\u6700\u65b0\u7684Python\u7248\u672c\uff0c\u540c\u65f6\u4e0d\u4f1a\u5f71\u54cd\u7cfb\u7edf\u4e2d\u73b0\u6709\u7684\u5176\u4ed6\u8f6f\u4ef6\u548c\u914d\u7f6e\u3002\u6b64\u5916\uff0c\u5305\u7ba1\u7406\u5668\u8fd8\u4f1a\u81ea\u52a8\u5904\u7406\u4f9d\u8d56\u5173\u7cfb\uff0c\u786e\u4fdd\u65b0\u7248\u672c\u8fd0\u884c\u6240\u9700\u7684\u6240\u6709\u5e93\u548c\u5de5\u5177\u90fd\u88ab\u6b63\u786e\u5b89\u88c5\u3002<\/p>\n<\/p>\n<hr>\n<p><h3>\u4e00\u3001\u901a\u8fc7\u5305\u7ba1\u7406\u5668<\/h3>\n<\/p>\n<p><h4>1.1 \u4f7f\u7528APT\u5728Debian\/Ubuntu\u4e0a\u5347\u7ea7Python<\/h4>\n<\/p>\n<p><p>APT\u662fDebian\u53ca\u5176\u884d\u751f\u53d1\u884c\u7248\uff08\u5982Ubuntu\uff09\u4e0a\u6700\u5e38\u89c1\u7684\u5305\u7ba1\u7406\u5de5\u5177\u3002\u4f7f\u7528APT\u5347\u7ea7Python\u53ef\u4ee5\u786e\u4fdd\u7248\u672c\u7684\u7a33\u5b9a\u6027\u548c\u517c\u5bb9\u6027\u3002\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u66f4\u65b0\u5305\u5217\u8868\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">sudo apt update<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u5b89\u88c5\u6700\u65b0\u7248\u672c\u7684Python\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">sudo apt install python3.9<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u9a8c\u8bc1\u5b89\u88c5\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">python3.9 --version<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u5373\u53ef\u5728\u7cfb\u7edf\u4e2d\u5b89\u88c5\u5e76\u4f7f\u7528\u65b0\u7684Python\u7248\u672c\u3002\u540c\u65f6\uff0c\u65e7\u7248\u672c\u7684Python\u4f9d\u7136\u4fdd\u7559\uff0c\u53ef\u4ee5\u5728\u9700\u8981\u65f6\u5207\u6362\u4f7f\u7528\u3002<\/p>\n<\/p>\n<p><h4>1.2 \u4f7f\u7528YUM\u5728CentOS\/Fedora\u4e0a\u5347\u7ea7Python<\/h4>\n<\/p>\n<p><p>\u5bf9\u4e8eCentOS\u6216Fedora\u7cfb\u7edf\uff0c\u53ef\u4ee5\u4f7f\u7528YUM\u5305\u7ba1\u7406\u5668\u3002\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5EPEL\u5b58\u50a8\u5e93\uff08\u5982\u679c\u672a\u5b89\u88c5\uff09\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">sudo yum install epel-release<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u5b89\u88c5\u6700\u65b0\u7248\u672c\u7684Python\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">sudo yum install python39<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u9a8c\u8bc1\u5b89\u88c5\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">python3.9 --version<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>YUM\u540c\u6837\u63d0\u4f9b\u4e86\u826f\u597d\u7684\u4f9d\u8d56\u7ba1\u7406\u548c\u517c\u5bb9\u6027\u4fdd\u969c\uff0c\u4f7f\u5f97Python\u7684\u5347\u7ea7\u8fc7\u7a0b\u66f4\u52a0\u5e73\u6ed1\u548c\u5b89\u5168\u3002<\/p>\n<\/p>\n<p><h4>1.3 \u4f7f\u7528Homebrew\u5728macOS\u4e0a\u5347\u7ea7Python<\/h4>\n<\/p>\n<p><p>Homebrew\u662fmacOS\u4e0a\u6700\u6d41\u884c\u7684\u5305\u7ba1\u7406\u5de5\u5177\u3002\u4f7f\u7528Homebrew\u5347\u7ea7Python\u7684\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u66f4\u65b0Homebrew\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">brew update<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u5b89\u88c5\u6700\u65b0\u7248\u672c\u7684Python\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">brew install python@3.9<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u9a8c\u8bc1\u5b89\u88c5\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">python3.9 --version<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7Homebrew\uff0cmacOS\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u7ba1\u7406Python\u7248\u672c\u548c\u76f8\u5173\u4f9d\u8d56\uff0c\u540c\u65f6\u4eab\u53d7Homebrew\u7684\u4fbf\u5229\u6027\u548c\u5f3a\u5927\u529f\u80fd\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u624b\u52a8\u5b89\u88c5<\/h3>\n<\/p>\n<p><h4>2.1 \u4e0b\u8f7d\u6e90\u4ee3\u7801<\/h4>\n<\/p>\n<p><p>\u624b\u52a8\u5b89\u88c5Python\u7684\u7b2c\u4e00\u6b65\u662f\u4ecePython\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d\u6700\u65b0\u7684\u6e90\u4ee3\u7801\u3002\u53ef\u4ee5\u8bbf\u95ee<a href=\"https:\/\/www.python.org\/\">Python\u5b98\u7f51<\/a>\u5e76\u5bfc\u822a\u5230\u4e0b\u8f7d\u9875\u9762\uff0c\u9009\u62e9\u5408\u9002\u7684\u7248\u672c\u5e76\u4e0b\u8f7d\u6e90\u4ee3\u7801\u538b\u7f29\u5305\u3002<\/p>\n<\/p>\n<p><h4>2.2 \u7f16\u8bd1\u548c\u5b89\u88c5<\/h4>\n<\/p>\n<p><p>\u4e0b\u8f7d\u5b8c\u6210\u540e\uff0c\u89e3\u538b\u6e90\u4ee3\u7801\uff0c\u5e76\u5728\u7ec8\u7aef\u4e2d\u5bfc\u822a\u5230\u89e3\u538b\u540e\u7684\u76ee\u5f55\u3002\u7136\u540e\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u7f16\u8bd1\u548c\u5b89\u88c5Python\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u914d\u7f6e\u7f16\u8bd1\u73af\u5883\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">.\/configure --enable-optimizations<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u7f16\u8bd1\u5e76\u5b89\u88c5\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">make -j 4<\/p>\n<p>sudo make altinstall<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u91cc\u7684<code>-j 4<\/code>\u8868\u793a\u4f7f\u75284\u4e2aCPU\u6838\u5fc3\u8fdb\u884c\u5e76\u884c\u7f16\u8bd1\uff0c\u53ef\u4ee5\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u8c03\u6574\u3002<code>altinstall<\/code>\u547d\u4ee4\u4f1a\u5b89\u88c5Python\u5230<code>\/usr\/local<\/code>\u8def\u5f84\uff0c\u5e76\u907f\u514d\u8986\u76d6\u7cfb\u7edf\u9ed8\u8ba4\u7684Python\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>2.3 \u9a8c\u8bc1\u5b89\u88c5<\/h4>\n<\/p>\n<p><p>\u5b8c\u6210\u7f16\u8bd1\u548c\u5b89\u88c5\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u9a8c\u8bc1\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-shell\">python3.9 --version<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u624b\u52a8\u5b89\u88c5\u65b9\u5f0f\u9002\u7528\u4e8e\u9700\u8981\u7279\u5b9a\u7f16\u8bd1\u9009\u9879\u6216\u5728\u4e0d\u652f\u6301\u5305\u7ba1\u7406\u5668\u7684\u73af\u5883\u4e2d\u8fdb\u884c\u5b89\u88c5\u7684\u60c5\u51b5\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883<\/h3>\n<\/p>\n<p><h4>3.1 \u521b\u5efa\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u865a\u62df\u73af\u5883\u53ef\u4ee5\u5728\u540c\u4e00\u7cfb\u7edf\u4e2d\u540c\u65f6\u4f7f\u7528\u591a\u4e2aPython\u7248\u672c\u548c\u4f9d\u8d56\u5e93\uff0c\u800c\u4e0d\u4f1a\u76f8\u4e92\u5e72\u6270\u3002\u521b\u5efa\u865a\u62df\u73af\u5883\u7684\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5<code>virtualenv<\/code>\u5de5\u5177\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">pip install virtualenv<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u521b\u5efa\u865a\u62df\u73af\u5883\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">virtualenv -p python3.9 myenv<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u91cc\u7684<code>-p<\/code>\u53c2\u6570\u6307\u5b9a\u4e86Python\u89e3\u91ca\u5668\u7684\u8def\u5f84\uff0c<code>myenv<\/code>\u662f\u865a\u62df\u73af\u5883\u7684\u540d\u79f0\u3002<\/p>\n<\/p>\n<p><h4>3.2 \u6fc0\u6d3b\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u521b\u5efa\u865a\u62df\u73af\u5883\u540e\uff0c\u9700\u8981\u6fc0\u6d3b\u5b83\u624d\u80fd\u4f7f\u7528\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-shell\">source myenv\/bin\/activate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6fc0\u6d3b\u540e\uff0c\u7ec8\u7aef\u63d0\u793a\u7b26\u4f1a\u663e\u793a\u865a\u62df\u73af\u5883\u7684\u540d\u79f0\uff0c\u8868\u793a\u5f53\u524d\u6b63\u5728\u4f7f\u7528\u8be5\u73af\u5883\u3002\u53ef\u4ee5\u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u548c\u7ba1\u7406\u7279\u5b9a\u7248\u672c\u7684\u4f9d\u8d56\u5e93\u3002<\/p>\n<\/p>\n<p><h4>3.3 \u7ba1\u7406\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u5728\u865a\u62df\u73af\u5883\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528<code>pip<\/code>\u547d\u4ee4\u5b89\u88c5\u4f9d\u8d56\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-shell\">pip install requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u6240\u6709\u4f9d\u8d56\u5e93\u90fd\u5c06\u4ec5\u5728\u8be5\u865a\u62df\u73af\u5883\u4e2d\u53ef\u7528\u3002\u8981\u9000\u51fa\u865a\u62df\u73af\u5883\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-shell\">deactivate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u865a\u62df\u73af\u5883\u662f\u5f00\u53d1\u548c\u6d4b\u8bd5\u4e0d\u540c\u9879\u76ee\u7684\u7406\u60f3\u5de5\u5177\uff0c\u56e0\u4e3a\u5b83\u4eec\u80fd\u591f\u9694\u79bb\u9879\u76ee\u4e4b\u95f4\u7684\u4f9d\u8d56\u51b2\u7a81\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u5229\u7528\u81ea\u52a8\u5316\u5de5\u5177<\/h3>\n<\/p>\n<p><h4>4.1 \u4f7f\u7528Pyenv<\/h4>\n<\/p>\n<p><p>Pyenv\u662f\u4e00\u4e2a\u7528\u4e8e\u7ba1\u7406\u591a\u4e2aPython\u7248\u672c\u7684\u5de5\u5177\uff0c\u9002\u7528\u4e8e\u9700\u8981\u9891\u7e41\u5207\u6362Python\u7248\u672c\u7684\u5f00\u53d1\u8005\u3002\u5b89\u88c5\u548c\u4f7f\u7528Pyenv\u7684\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5Pyenv\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">curl https:\/\/pyenv.run | bash<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u914d\u7f6e\u73af\u5883\u53d8\u91cf\uff1a<\/li>\n<\/ol>\n<p><p>\u5c06\u4ee5\u4e0b\u5185\u5bb9\u6dfb\u52a0\u5230<code>~\/.bashrc<\/code>\u6216<code>~\/.zshrc<\/code>\u6587\u4ef6\u4e2d\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-shell\">export PATH=&quot;$HOME\/.pyenv\/bin:$PATH&quot;<\/p>\n<p>eval &quot;$(pyenv init --path)&quot;<\/p>\n<p>eval &quot;$(pyenv init -)&quot;<\/p>\n<p>eval &quot;$(pyenv virtualenv-init -)&quot;<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\u91cd\u65b0\u52a0\u8f7d\u914d\u7f6e\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-shell\">source ~\/.bashrc<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u5b89\u88c5Python\u7248\u672c\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">pyenv install 3.9.0<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"4\">\n<li>\u5207\u6362Python\u7248\u672c\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">pyenv global 3.9.0<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>Pyenv\u4f7f\u5f97\u5728\u591a\u4e2aPython\u7248\u672c\u4e4b\u95f4\u5207\u6362\u53d8\u5f97\u975e\u5e38\u7b80\u5355\uff0c\u5e76\u4e14\u53ef\u4ee5\u4e3a\u4e0d\u540c\u7684\u9879\u76ee\u8bbe\u7f6e\u4e0d\u540c\u7684Python\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h4>4.2 \u4f7f\u7528Conda<\/h4>\n<\/p>\n<p><p>Conda\u662f\u4e00\u4e2a\u8de8\u5e73\u53f0\u7684\u5305\u7ba1\u7406\u548c\u73af\u5883\u7ba1\u7406\u5de5\u5177\uff0c\u5e7f\u6cdb\u7528\u4e8e\u6570\u636e\u79d1\u5b66\u548c<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u9886\u57df\u3002\u4f7f\u7528Conda\u7ba1\u7406Python\u7248\u672c\u548c\u4f9d\u8d56\u5e93\u7684\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5Miniconda\u6216Anaconda\uff1a<\/li>\n<\/ol>\n<p><p>\u53ef\u4ee5\u4ece<a href=\"https:\/\/docs.conda.io\/en\/latest\/miniconda.html\">Conda\u5b98\u7f51<\/a>\u4e0b\u8f7d\u5e76\u5b89\u88c5Miniconda\u6216Anaconda\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u521b\u5efa\u65b0\u73af\u5883\u5e76\u6307\u5b9aPython\u7248\u672c\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">conda create --name myenv python=3.9<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u6fc0\u6d3b\u73af\u5883\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">conda activate myenv<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"4\">\n<li>\u5b89\u88c5\u4f9d\u8d56\u5e93\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">conda install numpy pandas<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>Conda\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u4f9d\u8d56\u7ba1\u7406\u529f\u80fd\uff0c\u53ef\u4ee5\u8f7b\u677e\u89e3\u51b3\u590d\u6742\u9879\u76ee\u4e2d\u7684\u4f9d\u8d56\u51b2\u7a81\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u8fc1\u79fb\u548c\u517c\u5bb9\u6027\u6d4b\u8bd5<\/h3>\n<\/p>\n<p><h4>5.1 \u4ee3\u7801\u8fc1\u79fb<\/h4>\n<\/p>\n<p><p>\u5728\u5347\u7ea7Python\u7248\u672c\u540e\uff0c\u53ef\u80fd\u9700\u8981\u5bf9\u73b0\u6709\u4ee3\u7801\u8fdb\u884c\u8fc1\u79fb\u548c\u517c\u5bb9\u6027\u6d4b\u8bd5\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u8fc1\u79fb\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ol>\n<li>\n<p>\u66f4\u65b0\u4ee3\u7801\u4e2d\u7684\u8bed\u6cd5\u548c\u5e93\u5f15\u7528\uff0c\u4ee5\u9002\u5e94\u65b0\u7248\u672c\u7684\u53d8\u5316\u3002\u4f8b\u5982\uff0cPython 2\u548cPython 3\u4e4b\u95f4\u7684\u5dee\u5f02\u5305\u62ec<code>print<\/code>\u51fd\u6570\u3001<code>integer division<\/code>\u3001<code>unicode<\/code>\u5904\u7406\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528\u5de5\u5177\u8fdb\u884c\u4ee3\u7801\u68c0\u67e5\u548c\u81ea\u52a8\u8f6c\u6362\u3002\u4f8b\u5982\uff0c<code>2to3<\/code>\u5de5\u5177\u53ef\u4ee5\u81ea\u52a8\u5c06Python 2\u4ee3\u7801\u8f6c\u6362\u4e3aPython 3\u4ee3\u7801\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">2to3 -w myscript.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\uff0c\u786e\u4fdd\u4ee3\u7801\u5728\u65b0\u7248\u672c\u7684Python\u4e0a\u6b63\u5e38\u8fd0\u884c\u3002\u53ef\u4ee5\u4f7f\u7528<code>unittest<\/code>\u3001<code>pytest<\/code>\u7b49\u6d4b\u8bd5\u6846\u67b6\u3002<\/li>\n<\/ol>\n<p><h4>5.2 \u4f9d\u8d56\u5e93\u517c\u5bb9\u6027<\/h4>\n<\/p>\n<p><p>\u5347\u7ea7Python\u7248\u672c\u540e\uff0c\u9700\u8981\u786e\u4fdd\u6240\u6709\u4f9d\u8d56\u5e93\u4e0e\u65b0\u7248\u672c\u517c\u5bb9\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ol>\n<li>\n<p>\u67e5\u770b\u4f9d\u8d56\u5e93\u7684\u5b98\u65b9\u6587\u6863\u6216\u53d1\u884c\u8bf4\u660e\uff0c\u4e86\u89e3\u65b0\u7248\u672c\u7684\u517c\u5bb9\u6027\u548c\u5df2\u77e5\u95ee\u9898\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u66f4\u65b0\u4f9d\u8d56\u5e93\u5230\u6700\u65b0\u7248\u672c\uff1a<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">pip install --upgrade -r requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u8fd0\u884c\u9879\u76ee\uff0c\u68c0\u67e5\u662f\u5426\u6709\u4f9d\u8d56\u5e93\u7684\u517c\u5bb9\u6027\u95ee\u9898\uff0c\u5e76\u6839\u636e\u9700\u8981\u8fdb\u884c\u8c03\u6574\u3002<\/li>\n<\/ol>\n<p><h3>\u516d\u3001\u7248\u672c\u7ba1\u7406\u548c\u56de\u6eda<\/h3>\n<\/p>\n<p><h4>6.1 \u7248\u672c\u7ba1\u7406<\/h4>\n<\/p>\n<p><p>\u5728\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u4f7f\u7528\u7248\u672c\u7ba1\u7406\u5de5\u5177\uff08\u5982Git\uff09\u53ef\u4ee5\u65b9\u4fbf\u5730\u7ba1\u7406\u4ee3\u7801\u548c\u4f9d\u8d56\u5e93\u7684\u7248\u672c\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u7248\u672c\u7ba1\u7406\u5b9e\u8df5\uff1a<\/p>\n<\/p>\n<ol>\n<li>\n<p>\u5b9a\u671f\u63d0\u4ea4\u4ee3\u7801\u53d8\u5316\uff0c\u5e76\u4f7f\u7528\u6709\u610f\u4e49\u7684\u63d0\u4ea4\u4fe1\u606f\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528\u5206\u652f\u7ba1\u7406\u4e0d\u540c\u7684\u529f\u80fd\u548c\u7248\u672c\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a<code>feature<\/code>\u5206\u652f\u8fdb\u884c\u65b0\u529f\u80fd\u5f00\u53d1\uff0c\u4e00\u4e2a<code>release<\/code>\u5206\u652f\u8fdb\u884c\u53d1\u5e03\u7248\u672c\u7ba1\u7406\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u5728\u4ee3\u7801\u5e93\u4e2d\u7ef4\u62a4\u4e00\u4e2a<code>requirements.txt<\/code>\u6587\u4ef6\uff0c\u8bb0\u5f55\u9879\u76ee\u7684\u4f9d\u8d56\u5e93\u548c\u7248\u672c\u4fe1\u606f\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><h4>6.2 \u56de\u6eda<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u5728\u5347\u7ea7Python\u7248\u672c\u540e\u9047\u5230\u95ee\u9898\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\u8fdb\u884c\u56de\u6eda\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u4f7f\u7528\u7248\u672c\u7ba1\u7406\u5de5\u5177\u6062\u590d\u5230\u4e4b\u524d\u7684\u4ee3\u7801\u7248\u672c\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">git checkout previous_commit_hash<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u5378\u8f7d\u65b0\u7248\u672c\u7684Python\uff0c\u5e76\u91cd\u65b0\u5b89\u88c5\u65e7\u7248\u672c\u3002\u4f8b\u5982\uff0c\u5728\u4f7f\u7528APT\u7684\u60c5\u51b5\u4e0b\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">sudo apt remove python3.9<\/p>\n<p>sudo apt install python3.8<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u9a8c\u8bc1\u9879\u76ee\u5728\u65e7\u7248\u672cPython\u4e0a\u7684\u8fd0\u884c\u60c5\u51b5\uff0c\u5e76\u6839\u636e\u9700\u8981\u8fdb\u884c\u8c03\u6574\u3002<\/li>\n<\/ol>\n<p><h3>\u4e03\u3001\u6027\u80fd\u4f18\u5316\u548c\u8c03\u8bd5<\/h3>\n<\/p>\n<p><h4>7.1 \u6027\u80fd\u4f18\u5316<\/h4>\n<\/p>\n<p><p>\u5728\u5347\u7ea7Python\u7248\u672c\u540e\uff0c\u53ef\u4ee5\u5229\u7528\u65b0\u7248\u672c\u63d0\u4f9b\u7684\u6027\u80fd\u4f18\u5316\u7279\u6027\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u6027\u80fd\u4f18\u5316\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u4f7f\u7528<code>cProfile<\/code>\u548c<code>line_profiler<\/code>\u7b49\u5de5\u5177\u5206\u6790\u4ee3\u7801\u6027\u80fd\uff0c\u627e\u51fa\u74f6\u9888\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">python -m cProfile myscript.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\n<p>\u4f18\u5316\u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784\uff0c\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97\u548c\u5185\u5b58\u6d88\u8017\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u5229\u7528\u591a\u7ebf\u7a0b\u548c\u591a\u8fdb\u7a0b\u5e76\u884c\u5316\u8ba1\u7b97\u4efb\u52a1\uff0c\u63d0\u9ad8\u8ba1\u7b97\u6548\u7387\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528Cython\u6216Numba\u7b49\u5de5\u5177\uff0c\u5c06\u5173\u952e\u4ee3\u7801\u6bb5\u7f16\u8bd1\u4e3aC\u8bed\u8a00\uff0c\u63d0\u9ad8\u6267\u884c\u901f\u5ea6\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><h4>7.2 \u8c03\u8bd5<\/h4>\n<\/p>\n<p><p>\u5728\u5347\u7ea7Python\u7248\u672c\u540e\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u610f\u5916\u7684\u95ee\u9898\u548c\u9519\u8bef\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u8c03\u8bd5\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u4f7f\u7528\u5185\u7f6e\u7684<code>pdb<\/code>\u8c03\u8bd5\u5668\uff0c\u9010\u6b65\u6267\u884c\u4ee3\u7801\uff0c\u68c0\u67e5\u53d8\u91cf\u503c\u548c\u6267\u884c\u6d41\u7a0b\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-shell\">python -m pdb myscript.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u4f7f\u7528<code>logging<\/code>\u5e93\u8bb0\u5f55\u4ee3\u7801\u6267\u884c\u8fc7\u7a0b\u4e2d\u7684\u5173\u952e\u4fe1\u606f\uff0c\u4fbf\u4e8e\u5206\u6790\u548c\u5b9a\u4f4d\u95ee\u9898\uff1a<\/li>\n<\/ol>\n<p><pre><code class=\"language-python\">import logging<\/p>\n<p>logging.basicConfig(level=logging.DEBUG)<\/p>\n<p>logging.debug(&#39;This is a debug message&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\n<p>\u5229\u7528IDE\uff08\u5982PyCharm\u3001VSCode\uff09\u63d0\u4f9b\u7684\u8c03\u8bd5\u5de5\u5177\uff0c\u8bbe\u7f6e\u65ad\u70b9\u3001\u67e5\u770b\u53d8\u91cf\u503c\u548c\u8c03\u7528\u5806\u6808\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u68c0\u67e5\u7b2c\u4e09\u65b9\u5e93\u7684\u53d1\u884c\u8bf4\u660e\u548c\u6587\u6863\uff0c\u4e86\u89e3\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><h3>\u516b\u3001\u6301\u7eed\u96c6\u6210\u548c\u90e8\u7f72<\/h3>\n<\/p>\n<p><h4>8.1 \u6301\u7eed\u96c6\u6210<\/h4>\n<\/p>\n<p><p>\u5728\u5347\u7ea7Python\u7248\u672c\u540e\uff0c\u53ef\u4ee5\u5229\u7528\u6301\u7eed\u96c6\u6210\uff08CI\uff09\u5de5\u5177\u81ea\u52a8\u5316\u6d4b\u8bd5\u548c\u90e8\u7f72\u6d41\u7a0b\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684CI\u5de5\u5177\u548c\u914d\u7f6e\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<ol>\n<li>\n<p>\u4f7f\u7528GitHub Actions\u3001Travis CI\u3001Jenkins\u7b49\u5de5\u5177\u914d\u7f6eCI\u6d41\u6c34\u7ebf\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u5728CI\u914d\u7f6e\u6587\u4ef6\u4e2d\u6307\u5b9aPython\u7248\u672c\u548c\u4f9d\u8d56\u5e93\uff1a<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><pre><code class=\"language-yaml\">jobs:<\/p>\n<p>  test:<\/p>\n<p>    runs-on: ubuntu-latest<\/p>\n<p>    strategy:<\/p>\n<p>      matrix:<\/p>\n<p>        python-version: [3.8, 3.9]<\/p>\n<p>    steps:<\/p>\n<p>    - uses: actions\/checkout@v2<\/p>\n<p>    - name: Set up Python<\/p>\n<p>      uses: actions\/setup-python@v2<\/p>\n<p>      with:<\/p>\n<p>        python-version: ${{ matrix.python-version }}<\/p>\n<p>    - name: Install dependencies<\/p>\n<p>      run: |<\/p>\n<p>        python -m pip install --upgrade pip<\/p>\n<p>        pip install -r requirements.txt<\/p>\n<p>    - name: Run tests<\/p>\n<p>      run: |<\/p>\n<p>        pytest<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u5b9a\u671f\u8fd0\u884cCI\u6d41\u6c34\u7ebf\uff0c\u786e\u4fdd\u4ee3\u7801\u5728\u591a\u4e2aPython\u7248\u672c\u4e0a\u7684\u517c\u5bb9\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/li>\n<\/ol>\n<p><h4>8.2 \u90e8\u7f72<\/h4>\n<\/p>\n<p><p>\u5728\u5347\u7ea7Python\u7248\u672c\u540e\uff0c\u53ef\u4ee5\u5229\u7528\u81ea\u52a8\u5316\u5de5\u5177\u8fdb\u884c\u90e8\u7f72\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u90e8\u7f72\u5de5\u5177\u548c\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<ol>\n<li>\n<p>\u4f7f\u7528Ansible\u3001Chef\u3001Puppet\u7b49\u914d\u7f6e\u7ba1\u7406\u5de5\u5177\u81ea\u52a8\u5316\u90e8\u7f72\u6d41\u7a0b\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528Docker\u5bb9\u5668\u5316\u5e94\u7528\uff0c\u786e\u4fdd\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u7684\u4e00\u81f4\u6027\u548c\u53ef\u79fb\u690d\u6027\uff1a<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><pre><code class=\"language-dockerfile\">FROM python:3.9-slim<\/p>\n<p>WORKDIR \/app<\/p>\n<p>COPY . \/app<\/p>\n<p>RUN pip install --no-cache-dir -r requirements.txt<\/p>\n<p>CMD [&quot;python&quot;, &quot;myscript.py&quot;]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\n<p>\u4f7f\u7528Kubernetes\u7b49\u5bb9\u5668\u7f16\u6392\u5de5\u5177\u7ba1\u7406\u5e94\u7528\u7684\u90e8\u7f72\u548c\u6269\u5c55\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u5229\u7528<a href=\"https:\/\/docs.pingcode.com\/blog\/devops\/52691.html\" target=\"_blank\">CI\/CD<\/a>\u5de5\u5177\uff08\u5982Jenkins\u3001GitLab CI\uff09\u81ea\u52a8\u5316\u90e8\u7f72\u6d41\u7a0b\uff0c\u786e\u4fdd\u4ee3\u7801\u53d8\u5316\u80fd\u591f\u8fc5\u901f\u3001\u5b89\u5168\u5730\u53d1\u5e03\u5230\u751f\u4ea7\u73af\u5883\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><h3>\u4e5d\u3001\u793e\u533a\u548c\u8d44\u6e90<\/h3>\n<\/p>\n<p><h4>9.1 \u53c2\u4e0e\u793e\u533a<\/h4>\n<\/p>\n<p><p>Python\u793e\u533a\u662f\u4e00\u4e2a\u6d3b\u8dc3\u4e14\u53cb\u597d\u7684\u793e\u533a\uff0c\u53c2\u4e0e\u793e\u533a\u6d3b\u52a8\u53ef\u4ee5\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u4e86\u89e3Python\u7684\u6700\u65b0\u52a8\u6001\u548c\u6700\u4f73\u5b9e\u8df5\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u793e\u533a\u6d3b\u52a8\u548c\u8d44\u6e90\uff1a<\/p>\n<\/p>\n<ol>\n<li>\n<p>\u53c2\u52a0PyCon\u3001EuroPython\u7b49Python\u4f1a\u8bae\uff0c\u4e86\u89e3\u6700\u65b0\u7684\u6280\u672f\u548c\u8d8b\u52bf\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u53c2\u4e0e\u672c\u5730\u7684Python\u7528\u6237\u7ec4\uff08PUG\uff09\u6d3b\u52a8\uff0c\u4e0e\u5176\u4ed6\u5f00\u53d1\u8005\u4ea4\u6d41\u7ecf\u9a8c\u548c\u60f3\u6cd5\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u8ba2\u9605Python\u793e\u533a\u7684\u90ae\u4ef6\u5217\u8868\u548cRSS\u8ba2\u9605\uff0c\u4fdd\u6301\u5bf9\u6700\u65b0\u52a8\u6001\u7684\u5173\u6ce8\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u5728Stack Overflow\u3001Reddit\u7b49\u5e73\u53f0\u4e0a\u63d0\u95ee\u548c\u56de\u7b54\u95ee\u9898\uff0c\u5e2e\u52a9\u548c\u5b66\u4e60\u5176\u4ed6\u5f00\u53d1\u8005\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><h4>9.2 \u5728\u7ebf\u8d44\u6e90<\/h4>\n<\/p>\n<p><p>\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u5728\u7ebf\u8d44\u6e90\uff0c\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u5b66\u4e60\u548c\u4f7f\u7528Python\uff1a<\/p>\n<\/p>\n<ol>\n<li>\n<p>\u5b98\u65b9\u6587\u6863\uff1a<a href=\"https:\/\/docs.python.org\/\">Python\u5b98\u65b9\u6587\u6863<\/a><\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u5728\u7ebf\u8bfe\u7a0b\u548c\u6559\u7a0b\uff1a<a href=\"https:\/\/www.coursera.org\/\">Coursera<\/a>\u3001<a href=\"https:\/\/www.udemy.com\/\">Udemy<\/a>\u3001<a href=\"https:\/\/www.edx.org\/\">edX<\/a><\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u535a\u5ba2\u548c\u6280\u672f\u6587\u7ae0\uff1a<a href=\"https:\/\/realpython.com\/\">Real Python<\/a>\u3001<a href=\"https:\/\/towardsdatascience.com\/\">Towards Data Science<\/a>\u3001<a href=\"https:\/\/medium.com\/\">Medium<\/a><\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u5f00\u6e90\u9879\u76ee\u548c\u4ee3\u7801\u793a\u4f8b\uff1a<a href=\"https:\/\/github.com\/\">GitHub<\/a><\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u901a\u8fc7\u53c2\u4e0e\u793e\u533a\u548c\u5229\u7528\u5728\u7ebf\u8d44\u6e90\uff0c\u53ef\u4ee5\u4e0d\u65ad\u63d0\u5347\u81ea\u5df1\u7684Python\u6280\u80fd\uff0c\u4fdd\u6301\u5bf9\u6700\u65b0\u6280\u672f\u548c\u8d8b\u52bf\u7684\u4e86\u89e3\u3002<\/p>\n<\/p>\n<p><h3>\u5341\u3001\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>\u5347\u7ea7Python\u7248\u672c\u662f\u4e00\u4e2a\u590d\u6742\u4f46\u91cd\u8981\u7684\u8fc7\u7a0b\uff0c\u5b83\u53ef\u4ee5\u5e26\u6765\u6027\u80fd\u63d0\u5347\u3001\u65b0\u7279\u6027\u548c\u5b89\u5168\u6539\u8fdb\u3002\u7136\u800c\uff0c\u5347\u7ea7\u4e5f\u53ef\u80fd\u5f15\u5165\u517c\u5bb9\u6027\u95ee\u9898\u548c\u65b0\u6311\u6218\u3002\u56e0\u6b64\uff0c\u5728\u5347\u7ea7\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u4ed4\u7ec6\u89c4\u5212\u548c\u6267\u884c\uff0c\u786e\u4fdd\u4ee3\u7801\u548c\u4f9d\u8d56\u5e93\u7684\u517c\u5bb9\u6027\u3002\u901a\u8fc7\u5305\u7ba1\u7406\u5668\u3001\u624b\u52a8\u5b89\u88c5\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883\u548c\u81ea\u52a8\u5316\u5de5\u5177\u7b49\u65b9\u6cd5\uff0c\u53ef\u4ee5\u6709\u6548\u5730\u7ba1\u7406\u548c\u5347\u7ea7Python\u7248\u672c\u3002\u540c\u65f6\uff0c\u901a\u8fc7\u53c2\u4e0e\u793e\u533a\u548c\u5229\u7528\u5728\u7ebf\u8d44\u6e90\uff0c\u53ef\u4ee5\u4e0d\u65ad\u63d0\u5347\u81ea\u5df1\u7684\u6280\u80fd\u548c\u77e5\u8bc6\uff0c\u4fdd\u6301\u5bf9Python\u6700\u65b0\u52a8\u6001\u7684\u4e86\u89e3\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5224\u65ad\u6211\u5f53\u524d\u4f7f\u7528\u7684Python\u7248\u672c\uff1f<\/strong><br \/>\u8981\u68c0\u67e5\u5f53\u524d\u5b89\u88c5\u7684Python\u7248\u672c\uff0c\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165<code>python --version<\/code>\u6216<code>python3 --version<\/code>\u3002\u8fd9\u5c06\u663e\u793a\u60a8\u6b63\u5728\u4f7f\u7528\u7684Python\u7248\u672c\u53f7\uff0c\u4ece\u800c\u5e2e\u52a9\u60a8\u51b3\u5b9a\u662f\u5426\u9700\u8981\u5347\u7ea7\u3002<\/p>\n<p><strong>\u5347\u7ea7Python\u540e\u6211\u9700\u8981\u66f4\u65b0\u6211\u7684\u5e93\u548c\u4f9d\u8d56\u5417\uff1f<\/strong><br \/>\u662f\u7684\uff0c\u5347\u7ea7Python\u540e\uff0c\u5efa\u8bae\u68c0\u67e5\u5e76\u66f4\u65b0\u60a8\u7684\u5e93\u548c\u4f9d\u8d56\u3002\u67d0\u4e9b\u5e93\u53ef\u80fd\u4e0e\u65b0\u7248\u672c\u7684Python\u4e0d\u517c\u5bb9\uff0c\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528<code>pip list --outdated<\/code>\u547d\u4ee4\u67e5\u770b\u9700\u8981\u66f4\u65b0\u7684\u5e93\uff0c\u5e76\u4f7f\u7528<code>pip install --upgrade &lt;library_name&gt;<\/code>\u8fdb\u884c\u66f4\u65b0\u3002<\/p>\n<p><strong>\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u5347\u7ea7Python\u7684\u6700\u4f73\u65b9\u6cd5\u662f\u4ec0\u4e48\uff1f<\/strong><br \/>\u5728Windows\u4e0a\uff0c\u53ef\u4ee5\u901a\u8fc7Python\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d\u6700\u65b0\u5b89\u88c5\u5305\u8fdb\u884c\u5347\u7ea7\u3002\u5728macOS\u4e0a\uff0c\u4f7f\u7528Homebrew\u53ef\u4ee5\u901a\u8fc7\u547d\u4ee4<code>brew upgrade python<\/code>\u6765\u5feb\u901f\u5347\u7ea7\u3002\u800c\u5728Linux\u7cfb\u7edf\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u5305\u7ba1\u7406\u5de5\u5177\u5982<code>apt<\/code>\u6216<code>yum<\/code>\u6765\u66f4\u65b0Python\u7248\u672c\u3002\u6839\u636e\u60a8\u7684\u64cd\u4f5c\u7cfb\u7edf\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\uff0c\u4ee5\u786e\u4fdd\u987a\u5229\u5347\u7ea7\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u7a0b\u5e8f\u5458\u5982\u4f55\u5347\u7ea7Python 1. \u901a\u8fc7\u5305\u7ba1\u7406\u5668\u30012. \u624b\u52a8\u5b89\u88c5\u30013. \u4f7f\u7528\u865a\u62df\u73af\u5883\u30014. \u5229\u7528\u81ea\u52a8\u5316\u5de5\u5177\u3002\u5176\u4e2d [&hellip;]","protected":false},"author":3,"featured_media":1182207,"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\/1182202"}],"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=1182202"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1182202\/revisions"}],"predecessor-version":[{"id":1182211,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1182202\/revisions\/1182211"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1182207"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1182202"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1182202"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1182202"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}