{"id":1159169,"date":"2025-01-13T18:49:40","date_gmt":"2025-01-13T10:49:40","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1159169.html"},"modified":"2025-01-13T18:49:42","modified_gmt":"2025-01-13T10:49:42","slug":"python%e8%a7%a3%e9%87%8a%e5%99%a8%e5%a6%82%e4%bd%95%e4%bf%9d%e5%ad%98%e4%bb%a3%e7%a0%81-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1159169.html","title":{"rendered":"Python\u89e3\u91ca\u5668\u5982\u4f55\u4fdd\u5b58\u4ee3\u7801"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25200914\/78ea7345-1a5e-4ea9-897d-25cbeb26bbd1.webp\" alt=\"Python\u89e3\u91ca\u5668\u5982\u4f55\u4fdd\u5b58\u4ee3\u7801\" \/><\/p>\n<p><p> <strong>Python\u89e3\u91ca\u5668\u5982\u4f55\u4fdd\u5b58\u4ee3\u7801<\/strong>\uff1a<\/p>\n<p>Python\u89e3\u91ca\u5668\u672c\u8eab\u5e76\u4e0d\u4f1a\u76f4\u63a5\u4fdd\u5b58\u4ee3\u7801\uff0c\u5b83\u53ea\u662f\u4e00\u4e2a\u6267\u884c\u4ee3\u7801\u7684\u73af\u5883\u3002\u8981\u4fdd\u5b58\u4ee3\u7801\uff0c\u6211\u4eec\u901a\u5e38\u4f1a\u5c06\u4ee3\u7801\u5199\u5165\u6587\u4ef6\uff0c\u7136\u540e\u901a\u8fc7Python\u89e3\u91ca\u5668\u6765\u8fd0\u884c\u8fd9\u4e9b\u6587\u4ef6\u3002<strong>\u4f7f\u7528\u6587\u672c\u7f16\u8f91\u5668\u521b\u5efaPython\u6587\u4ef6\u3001\u4f7f\u7528\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u521b\u5efaPython\u6587\u4ef6\u3001\u4f7f\u7528\u4ea4\u4e92\u5f0f\u89e3\u91ca\u5668\u4fdd\u5b58\u4ee3\u7801<\/strong>\u3002\u5176\u4e2d\uff0c\u4f7f\u7528\u6587\u672c\u7f16\u8f91\u5668\u521b\u5efaPython\u6587\u4ef6\u662f\u6700\u5e38\u89c1\u7684\u505a\u6cd5\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528\u4efb\u4f55\u6587\u672c\u7f16\u8f91\u5668\uff08\u5982Notepad++\u3001Sublime Text\u3001VS Code\u7b49\uff09\u7f16\u5199Python\u4ee3\u7801\uff0c\u7136\u540e\u5c06\u5176\u4fdd\u5b58\u4e3a<code>.py<\/code>\u6587\u4ef6\u3002\u4e4b\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u8fd0\u884c\u8fd9\u4e9b\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528\u6587\u672c\u7f16\u8f91\u5668\u521b\u5efaPython\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>\u5927\u591a\u6570\u5f00\u53d1\u8005\u4f1a\u9009\u62e9\u4e00\u4e2a\u6587\u672c\u7f16\u8f91\u5668\u6765\u7f16\u5199\u548c\u4fdd\u5b58\u4ed6\u4eec\u7684Python\u4ee3\u7801\u3002\u8fd9\u79cd\u65b9\u6cd5\u7075\u6d3b\u4e14\u4fbf\u4e8e\u7ba1\u7406\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<p><h4>1. \u9009\u62e9\u6587\u672c\u7f16\u8f91\u5668<\/h4>\n<\/p>\n<p><p>\u6709\u5f88\u591a\u4f18\u79c0\u7684\u6587\u672c\u7f16\u8f91\u5668\u53ef\u4ee5\u7528\u6765\u7f16\u5199Python\u4ee3\u7801\u3002\u5e38\u89c1\u7684\u5305\u62ecNotepad++\u3001Sublime Text\u3001Visual Studio Code\uff08VS Code\uff09\u3001Atom\u7b49\u3002\u9009\u62e9\u4e00\u4e2a\u4f60\u559c\u6b22\u7684\uff0c\u5e76\u5b89\u88c5\u5230\u4f60\u7684\u8ba1\u7b97\u673a\u4e0a\u3002<\/p>\n<\/p>\n<p><h4>2. \u7f16\u5199Python\u4ee3\u7801<\/h4>\n<\/p>\n<p><p>\u6253\u5f00\u6587\u672c\u7f16\u8f91\u5668\uff0c\u7f16\u5199\u4f60\u7684Python\u4ee3\u7801\u3002\u4f8b\u5982\uff0c\u4f60\u53ef\u4ee5\u7f16\u5199\u4e00\u4e2a\u7b80\u5355\u7684\u201cHello, World!\u201d\u7a0b\u5e8f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">print(&quot;Hello, World!&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3. \u4fdd\u5b58Python\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u7f16\u5199\u5b8c\u4ee3\u7801\u540e\uff0c\u9009\u62e9\u201c\u6587\u4ef6\u201d\u83dc\u5355\u4e2d\u7684\u201c\u4fdd\u5b58\u201d\u6216\u201c\u53e6\u5b58\u4e3a\u201d\u9009\u9879\uff0c\u5c06\u6587\u4ef6\u4fdd\u5b58\u5230\u4f60\u7684\u8ba1\u7b97\u673a\u4e0a\u3002\u786e\u4fdd\u6587\u4ef6\u6269\u5c55\u540d\u4e3a<code>.py<\/code>\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u5c06\u6587\u4ef6\u547d\u540d\u4e3a<code>hello.py<\/code>\u3002<\/p>\n<\/p>\n<p><h4>4. \u8fd0\u884cPython\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u4fdd\u5b58\u6587\u4ef6\u540e\uff0c\u6253\u5f00\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\uff0c\u5bfc\u822a\u5230\u6587\u4ef6\u6240\u5728\u7684\u76ee\u5f55\uff0c\u7136\u540e\u4f7f\u7528Python\u89e3\u91ca\u5668\u8fd0\u884c\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python hello.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u5c06\u8f93\u51fa\uff1a<\/p>\n<\/p>\n<p><pre><code>Hello, World!<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e8c\u3001\u4f7f\u7528\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u521b\u5efaPython\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u63d0\u4f9b\u4e86\u66f4\u5f3a\u5927\u7684\u529f\u80fd\u6765\u7f16\u5199\u548c\u7ba1\u7406\u4ee3\u7801\uff0c\u5305\u62ec\u4ee3\u7801\u8865\u5168\u3001\u8c03\u8bd5\u3001\u7248\u672c\u63a7\u5236\u7b49\u3002\u5e38\u89c1\u7684Python IDE\u5305\u62ecPyCharm\u3001Spyder\u3001Jupyter Notebook\u7b49\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528IDE\u521b\u5efa\u548c\u4fdd\u5b58Python\u4ee3\u7801\u7684\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<p><h4>1. \u5b89\u88c5\u548c\u914d\u7f6eIDE<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u9009\u62e9\u4e00\u4e2a\u4f60\u559c\u6b22\u7684IDE\u5e76\u5b89\u88c5\u5230\u4f60\u7684\u8ba1\u7b97\u673a\u4e0a\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u6309\u7167\u63d0\u793a\u8fdb\u884c\u57fa\u672c\u914d\u7f6e\u3002<\/p>\n<\/p>\n<p><h4>2. \u521b\u5efa\u65b0\u9879\u76ee\u6216\u65b0\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u6253\u5f00IDE\uff0c\u521b\u5efa\u4e00\u4e2a\u65b0\u9879\u76ee\u6216\u65b0\u6587\u4ef6\u3002\u5927\u591a\u6570IDE\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5411\u5bfc\u6765\u5e2e\u52a9\u4f60\u5b8c\u6210\u8fd9\u4e00\u6b65\u3002\u4f8b\u5982\uff0c\u5728PyCharm\u4e2d\uff0c\u4f60\u53ef\u4ee5\u9009\u62e9\u201c\u521b\u5efa\u65b0\u9879\u76ee\u201d\uff0c\u7136\u540e\u9009\u62e9\u9879\u76ee\u76ee\u5f55\u548cPython\u89e3\u91ca\u5668\u3002<\/p>\n<\/p>\n<p><h4>3. \u7f16\u5199Python\u4ee3\u7801<\/h4>\n<\/p>\n<p><p>\u5728\u65b0\u521b\u5efa\u7684\u6587\u4ef6\u4e2d\u7f16\u5199Python\u4ee3\u7801\u3002\u4f8b\u5982\uff0c\u7f16\u5199\u4e00\u4e2a\u7b80\u5355\u7684\u51fd\u6570\u6765\u8ba1\u7b97\u4e24\u4e2a\u6570\u7684\u548c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def add_numbers(a, b):<\/p>\n<p>    return a + b<\/p>\n<p>print(add_numbers(3, 5))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4. \u4fdd\u5b58\u548c\u8fd0\u884cPython\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u4fdd\u5b58\u6587\u4ef6\uff08\u5927\u591a\u6570IDE\u4f1a\u81ea\u52a8\u4fdd\u5b58\u6587\u4ef6\uff09\uff0c\u7136\u540e\u70b9\u51fb\u201c\u8fd0\u884c\u201d\u6309\u94ae\u6216\u9009\u62e9\u8fd0\u884c\u83dc\u5355\u4e2d\u7684\u9009\u9879\u6765\u8fd0\u884c\u6587\u4ef6\u3002\u4f60\u5e94\u8be5\u4f1a\u770b\u5230\u8f93\u51fa\u7ed3\u679c\uff1a<\/p>\n<\/p>\n<p><pre><code>8<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528\u4ea4\u4e92\u5f0f\u89e3\u91ca\u5668\u4fdd\u5b58\u4ee3\u7801<\/h3>\n<\/p>\n<p><p>\u9664\u4e86\u6587\u672c\u7f16\u8f91\u5668\u548cIDE\uff0c\u4f60\u8fd8\u53ef\u4ee5\u4f7f\u7528Python\u7684\u4ea4\u4e92\u5f0f\u89e3\u91ca\u5668\uff08REPL\uff09\u6765\u7f16\u5199\u548c\u6d4b\u8bd5\u4ee3\u7801\u3002\u867d\u7136REPL\u672c\u8eab\u4e0d\u4f1a\u4fdd\u5b58\u4ee3\u7801\uff0c\u4f46\u4f60\u53ef\u4ee5\u5c06\u4ee3\u7801\u590d\u5236\u5e76\u7c98\u8d34\u5230\u6587\u672c\u6587\u4ef6\u4e2d\u8fdb\u884c\u4fdd\u5b58\u3002<\/p>\n<\/p>\n<p><h4>1. \u542f\u52a8Python\u89e3\u91ca\u5668<\/h4>\n<\/p>\n<p><p>\u5728\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u4e2d\u8f93\u5165<code>python<\/code>\uff0c\u542f\u52a8Python\u89e3\u91ca\u5668\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u5c06\u8fdb\u5165Python\u4ea4\u4e92\u5f0f\u89e3\u91ca\u5668\uff0c\u4f60\u53ef\u4ee5\u5728\u8fd9\u91cc\u8f93\u5165Python\u4ee3\u7801\u5e76\u7acb\u5373\u6267\u884c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">&gt;&gt;&gt; print(&quot;Hello, World!&quot;)<\/p>\n<p>Hello, World!<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. \u7f16\u5199\u548c\u6d4b\u8bd5\u4ee3\u7801<\/h4>\n<\/p>\n<p><p>\u4f60\u53ef\u4ee5\u5728\u89e3\u91ca\u5668\u4e2d\u7f16\u5199\u548c\u6d4b\u8bd5\u4ee3\u7801\u3002\u4f8b\u5982\uff0c\u7f16\u5199\u4e00\u4e2a\u7b80\u5355\u7684\u5faa\u73af\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">&gt;&gt;&gt; for i in range(5):<\/p>\n<p>...     print(i)<\/p>\n<p>...<\/p>\n<p>0<\/p>\n<p>1<\/p>\n<p>2<\/p>\n<p>3<\/p>\n<p>4<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3. \u4fdd\u5b58\u4ee3\u7801<\/h4>\n<\/p>\n<p><p>\u5f53\u4f60\u5728\u89e3\u91ca\u5668\u4e2d\u7f16\u5199\u548c\u6d4b\u8bd5\u5b8c\u4ee3\u7801\u540e\uff0c\u53ef\u4ee5\u5c06\u4ee3\u7801\u590d\u5236\u5230\u6587\u672c\u7f16\u8f91\u5668\u4e2d\u8fdb\u884c\u4fdd\u5b58\u3002\u4e4b\u540e\uff0c\u4f60\u53ef\u4ee5\u50cf\u524d\u9762\u63cf\u8ff0\u7684\u90a3\u6837\uff0c\u901a\u8fc7\u4fdd\u5b58\u4e3a<code>.py<\/code>\u6587\u4ef6\u5e76\u8fd0\u884c\u6587\u4ef6\u6765\u6267\u884c\u4ee3\u7801\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u4f7f\u7528\u7248\u672c\u63a7\u5236\u7cfb\u7edf\uff08VCS\uff09<\/h3>\n<\/p>\n<p><p>\u5728\u8f6f\u4ef6\u5f00\u53d1\u4e2d\uff0c\u4f7f\u7528\u7248\u672c\u63a7\u5236\u7cfb\u7edf\uff08\u5982Git\uff09\u6765\u7ba1\u7406\u548c\u4fdd\u5b58\u4ee3\u7801\u662f\u975e\u5e38\u91cd\u8981\u7684\u4e00\u73af\u3002\u7248\u672c\u63a7\u5236\u7cfb\u7edf\u53ef\u4ee5\u5e2e\u52a9\u4f60\u8ddf\u8e2a\u4ee3\u7801\u7684\u53d8\u5316\uff0c\u534f\u4f5c\u5f00\u53d1\uff0c\u5e76\u5728\u9700\u8981\u65f6\u56de\u6eda\u5230\u4ee5\u524d\u7684\u7248\u672c\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528Git\u4fdd\u5b58Python\u4ee3\u7801\u7684\u57fa\u672c\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<p><h4>1. \u521d\u59cb\u5316Git\u4ed3\u5e93<\/h4>\n<\/p>\n<p><p>\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u6253\u5f00\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\uff0c\u5e76\u521d\u59cb\u5316Git\u4ed3\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">git init<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u5c06\u5728\u76ee\u5f55\u4e2d\u521b\u5efa\u4e00\u4e2a\u9690\u85cf\u7684<code>.git<\/code>\u76ee\u5f55\uff0c\u7528\u4e8e\u5b58\u50a8\u7248\u672c\u63a7\u5236\u4fe1\u606f\u3002<\/p>\n<\/p>\n<p><h4>2. \u6dfb\u52a0\u4ee3\u7801\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u5c06\u4f60\u7684Python\u4ee3\u7801\u6587\u4ef6\u6dfb\u52a0\u5230Git\u4ed3\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">git add hello.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3. \u63d0\u4ea4\u4ee3\u7801<\/h4>\n<\/p>\n<p><p>\u63d0\u4ea4\u4ee3\u7801\u5230\u4ed3\u5e93\uff0c\u6dfb\u52a0\u63d0\u4ea4\u4fe1\u606f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">git commit -m &quot;Initial commit&quot;<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4. \u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u4f60\u4f7f\u7528GitHub\u6216\u5176\u4ed6\u8fdc\u7a0b\u4ed3\u5e93\u670d\u52a1\uff0c\u53ef\u4ee5\u5c06\u672c\u5730\u4ed3\u5e93\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">git remote add origin &lt;repository_url&gt;<\/p>\n<p>git push -u origin master<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u4f1a\u5c06\u4ee3\u7801\u4e0a\u4f20\u5230\u8fdc\u7a0b\u4ed3\u5e93\uff0c\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u4ece\u8fdc\u7a0b\u4ed3\u5e93\u514b\u9686\u6216\u62c9\u53d6\u4ee3\u7801\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u4ee3\u7801\u6ce8\u91ca\u548c\u6587\u6863<\/h3>\n<\/p>\n<p><p>\u65e0\u8bba\u4f60\u4f7f\u7528\u54ea\u79cd\u65b9\u6cd5\u4fdd\u5b58\u4ee3\u7801\uff0c\u6dfb\u52a0\u6ce8\u91ca\u548c\u6587\u6863\u90fd\u662f\u4e00\u4e2a\u597d\u4e60\u60ef\u3002\u826f\u597d\u7684\u6ce8\u91ca\u548c\u6587\u6863\u53ef\u4ee5\u5e2e\u52a9\u4f60\u548c\u5176\u4ed6\u5f00\u53d1\u8005\u66f4\u597d\u5730\u7406\u89e3\u4ee3\u7801\uff0c\u7ef4\u62a4\u548c\u6269\u5c55\u9879\u76ee\u3002<\/p>\n<\/p>\n<p><h4>1. \u6dfb\u52a0\u6ce8\u91ca<\/h4>\n<\/p>\n<p><p>\u5728\u4ee3\u7801\u4e2d\u6dfb\u52a0\u6ce8\u91ca\uff0c\u4ee5\u89e3\u91ca\u4ee3\u7801\u7684\u529f\u80fd\u548c\u903b\u8f91\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def add_numbers(a, b):<\/p>\n<p>    # \u8ba1\u7b97\u4e24\u4e2a\u6570\u7684\u548c<\/p>\n<p>    return a + b<\/p>\n<p>print(add_numbers(3, 5))  # \u8f93\u51fa 8<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. \u7f16\u5199\u6587\u6863\u5b57\u7b26\u4e32<\/h4>\n<\/p>\n<p><p>\u4e3a\u51fd\u6570\u3001\u7c7b\u548c\u6a21\u5757\u7f16\u5199\u6587\u6863\u5b57\u7b26\u4e32\uff0c\u8be6\u7ec6\u63cf\u8ff0\u5176\u7528\u9014\u548c\u7528\u6cd5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def add_numbers(a, b):<\/p>\n<p>    &quot;&quot;&quot;<\/p>\n<p>    \u8ba1\u7b97\u4e24\u4e2a\u6570\u7684\u548c<\/p>\n<p>    \u53c2\u6570:<\/p>\n<p>    a (int): \u7b2c\u4e00\u4e2a\u6570<\/p>\n<p>    b (int): \u7b2c\u4e8c\u4e2a\u6570<\/p>\n<p>    \u8fd4\u56de\u503c:<\/p>\n<p>    int: \u4e24\u4e2a\u6570\u7684\u548c<\/p>\n<p>    &quot;&quot;&quot;<\/p>\n<p>    return a + b<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516d\u3001\u4f7f\u7528\u865a\u62df\u73af\u5883<\/h3>\n<\/p>\n<p><p>\u5728\u5f00\u53d1Python\u9879\u76ee\u65f6\uff0c\u4f7f\u7528\u865a\u62df\u73af\u5883\u53ef\u4ee5\u5e2e\u52a9\u4f60\u7ba1\u7406\u9879\u76ee\u7684\u4f9d\u8d56\u5173\u7cfb\uff0c\u907f\u514d\u4e0e\u5168\u5c40Python\u73af\u5883\u53d1\u751f\u51b2\u7a81\u3002\u865a\u62df\u73af\u5883\u5141\u8bb8\u4f60\u4e3a\u6bcf\u4e2a\u9879\u76ee\u521b\u5efa\u4e00\u4e2a\u9694\u79bb\u7684Python\u73af\u5883\uff0c\u5b89\u88c5\u7279\u5b9a\u7248\u672c\u7684\u5305\u548c\u5e93\u3002<\/p>\n<\/p>\n<p><h4>1. \u521b\u5efa\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u5728\u9879\u76ee\u76ee\u5f55\u4e2d\u521b\u5efa\u4e00\u4e2a\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python -m venv venv<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u5c06\u5728\u76ee\u5f55\u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a<code>venv<\/code>\u7684\u5b50\u76ee\u5f55\uff0c\u5305\u542b\u865a\u62df\u73af\u5883\u7684\u6240\u6709\u6587\u4ef6\u3002<\/p>\n<\/p>\n<p><h4>2. \u6fc0\u6d3b\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u5728\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u4e2d\u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n<ul>\n<li>Windows:\n<pre><code class=\"language-bash\">venv\\Scripts\\activate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>macOS\u548cLinux:\n<pre><code class=\"language-bash\">source venv\/bin\/activate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<\/ul>\n<p><p>\u6fc0\u6d3b\u865a\u62df\u73af\u5883\u540e\uff0c\u4f60\u4f1a\u770b\u5230\u547d\u4ee4\u884c\u63d0\u793a\u7b26\u524d\u9762\u6709\u4e00\u4e2a<code>(venv)<\/code>\u6807\u8bb0\uff0c\u8868\u793a\u865a\u62df\u73af\u5883\u5df2\u6fc0\u6d3b\u3002<\/p>\n<\/p>\n<p><h4>3. \u5b89\u88c5\u4f9d\u8d56\u5305<\/h4>\n<\/p>\n<p><p>\u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u9879\u76ee\u6240\u9700\u7684\u4f9d\u8d56\u5305\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4. \u4fdd\u5b58\u4f9d\u8d56\u5305<\/h4>\n<\/p>\n<p><p>\u5c06\u5b89\u88c5\u7684\u4f9d\u8d56\u5305\u4fdd\u5b58\u5230<code>requirements.txt<\/code>\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>5. \u52a0\u8f7d\u4f9d\u8d56\u5305<\/h4>\n<\/p>\n<p><p>\u5176\u4ed6\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528<code>requirements.txt<\/code>\u6587\u4ef6\u6765\u5b89\u88c5\u9879\u76ee\u7684\u4f9d\u8d56\u5305\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>\u4e03\u3001\u4ee3\u7801\u98ce\u683c\u548c\u683c\u5f0f\u5316<\/h3>\n<\/p>\n<p><p>\u9075\u5faa\u4e00\u81f4\u7684\u4ee3\u7801\u98ce\u683c\u548c\u683c\u5f0f\u5316\u89c4\u5219\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002PEP 8\u662fPython\u7684\u5b98\u65b9\u4ee3\u7801\u98ce\u683c\u6307\u5357\uff0c\u5efa\u8bae\u6240\u6709Python\u5f00\u53d1\u8005\u9075\u5faa\u3002<\/p>\n<\/p>\n<p><h4>1. \u4f7f\u7528\u4ee3\u7801\u683c\u5f0f\u5316\u5de5\u5177<\/h4>\n<\/p>\n<p><p>\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee3\u7801\u683c\u5f0f\u5316\u5de5\u5177\uff08\u5982<code>black<\/code>\u3001<code>autopep8<\/code>\uff09\u6765\u81ea\u52a8\u683c\u5f0f\u5316\u4ee3\u7801\uff0c\u4f7f\u5176\u7b26\u5408PEP 8\u89c4\u8303\u3002\u4f8b\u5982\uff0c\u4f7f\u7528<code>black<\/code>\u683c\u5f0f\u5316\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install black<\/p>\n<p>black hello.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. \u4f7f\u7528\u4ee3\u7801\u68c0\u67e5\u5de5\u5177<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u4ee3\u7801\u68c0\u67e5\u5de5\u5177\uff08\u5982<code>pylint<\/code>\u3001<code>flake8<\/code>\uff09\u6765\u68c0\u67e5\u4ee3\u7801\u4e2d\u7684\u95ee\u9898\u548c\u98ce\u683c\u8fdd\u89c4\u3002\u4f8b\u5982\uff0c\u4f7f\u7528<code>flake8<\/code>\u68c0\u67e5\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install flake8<\/p>\n<p>flake8 hello.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516b\u3001\u5355\u5143\u6d4b\u8bd5\u548c\u6d4b\u8bd5\u6846\u67b6<\/h3>\n<\/p>\n<p><p>\u7f16\u5199\u5355\u5143\u6d4b\u8bd5\u5e76\u4f7f\u7528\u6d4b\u8bd5\u6846\u67b6\u53ef\u4ee5\u5e2e\u52a9\u4f60\u786e\u4fdd\u4ee3\u7801\u7684\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027\u3002\u5e38\u89c1\u7684Python\u6d4b\u8bd5\u6846\u67b6\u5305\u62ec<code>unittest<\/code>\u3001<code>pytest<\/code>\u3001<code>nose2<\/code>\u7b49\u3002<\/p>\n<\/p>\n<p><h4>1. \u7f16\u5199\u5355\u5143\u6d4b\u8bd5<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528<code>unittest<\/code>\u7f16\u5199\u7b80\u5355\u7684\u5355\u5143\u6d4b\u8bd5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import unittest<\/p>\n<p>from my_module import add_numbers<\/p>\n<p>class TestAddNumbers(unittest.TestCase):<\/p>\n<p>    def test_add(self):<\/p>\n<p>        self.assertEqual(add_numbers(3, 5), 8)<\/p>\n<p>        self.assertEqual(add_numbers(-1, 1), 0)<\/p>\n<p>if __name__ == &quot;__m<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>n__&quot;:<\/p>\n<p>    unittest.main()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5c06\u6d4b\u8bd5\u4ee3\u7801\u4fdd\u5b58\u5230<code>test_my_module.py<\/code>\u6587\u4ef6\u4e2d\u3002<\/p>\n<\/p>\n<p><h4>2. \u8fd0\u884c\u5355\u5143\u6d4b\u8bd5<\/h4>\n<\/p>\n<p><p>\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python test_my_module.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f60\u4f1a\u770b\u5230\u6d4b\u8bd5\u7ed3\u679c\u8f93\u51fa\uff0c\u5982\u679c\u6240\u6709\u6d4b\u8bd5\u901a\u8fc7\uff0c\u8868\u793a\u4ee3\u7801\u529f\u80fd\u6b63\u786e\u3002<\/p>\n<\/p>\n<p><h4>3. \u4f7f\u7528pytest<\/h4>\n<\/p>\n<p><p>\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528<code>pytest<\/code>\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u3002<code>pytest<\/code>\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6d4b\u8bd5\u6846\u67b6\uff0c\u5177\u6709\u66f4\u7b80\u6d01\u7684\u8bed\u6cd5\u548c\u66f4\u591a\u7684\u529f\u80fd\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pytest<\/p>\n<p>pytest test_my_module.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e5d\u3001\u6301\u7eed\u96c6\u6210\u548c\u6301\u7eed\u90e8\u7f72\uff08<a href=\"https:\/\/docs.pingcode.com\/blog\/devops\/52691.html\" target=\"_blank\">CI\/CD<\/a>\uff09<\/h3>\n<\/p>\n<p><p>\u6301\u7eed\u96c6\u6210\u548c\u6301\u7eed\u90e8\u7f72\uff08CI\/CD\uff09\u662f\u4e00\u79cd\u8f6f\u4ef6\u5f00\u53d1\u5b9e\u8df5\uff0c\u65e8\u5728\u81ea\u52a8\u5316\u8f6f\u4ef6\u6784\u5efa\u3001\u6d4b\u8bd5\u548c\u90e8\u7f72\u8fc7\u7a0b\u3002\u4f7f\u7528CI\/CD\u53ef\u4ee5\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\uff0c\u51cf\u5c11\u4eba\u4e3a\u9519\u8bef\u3002\u5e38\u89c1\u7684CI\/CD\u5de5\u5177\u5305\u62ecJenkins\u3001GitHub Actions\u3001GitLab CI\u7b49\u3002<\/p>\n<\/p>\n<p><h4>1. \u914d\u7f6eCI\/CD\u7ba1\u9053<\/h4>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u4f7f\u7528GitHub Actions\u914d\u7f6eCI\/CD\u7ba1\u9053\u3002\u5728\u4f60\u7684GitHub\u4ed3\u5e93\u4e2d\u521b\u5efa\u4e00\u4e2a<code>.github\/workflows<\/code>\u76ee\u5f55\uff0c\u5e76\u5728\u5176\u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a<code>ci.yml<\/code>\u7684\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-yaml\">name: CI<\/p>\n<p>on:<\/p>\n<p>  push:<\/p>\n<p>    branches:<\/p>\n<p>      - main<\/p>\n<p>jobs:<\/p>\n<p>  build:<\/p>\n<p>    runs-on: ubuntu-latest<\/p>\n<p>    steps:<\/p>\n<p>    - name: Checkout code<\/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: 3.8<\/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<p><h4>2. \u63a8\u9001\u4ee3\u7801\u5e76\u89e6\u53d1CI\/CD\u7ba1\u9053<\/h4>\n<\/p>\n<p><p>\u5c06\u4ee3\u7801\u548c\u914d\u7f6e\u6587\u4ef6\u63a8\u9001\u5230GitHub\u4ed3\u5e93\uff0cCI\/CD\u7ba1\u9053\u5c06\u81ea\u52a8\u8fd0\u884c\uff0c\u6267\u884c\u4ee3\u7801\u6784\u5efa\u3001\u6d4b\u8bd5\u548c\u90e8\u7f72\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">git add .<\/p>\n<p>git commit -m &quot;Add CI\/CD pipeline&quot;<\/p>\n<p>git push origin main<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u5341\u3001\u4ee3\u7801\u590d\u7528\u548c\u6a21\u5757\u5316<\/h3>\n<\/p>\n<p><p>\u7f16\u5199\u6a21\u5757\u5316\u7684\u4ee3\u7801\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u590d\u7528\u6027\u548c\u7ef4\u62a4\u6027\u3002\u5c06\u76f8\u5173\u529f\u80fd\u5c01\u88c5\u5230\u6a21\u5757\u548c\u5305\u4e2d\uff0c\u53ef\u4ee5\u66f4\u65b9\u4fbf\u5730\u7ec4\u7ec7\u548c\u7ba1\u7406\u4ee3\u7801\u3002<\/p>\n<\/p>\n<p><h4>1. \u521b\u5efa\u6a21\u5757<\/h4>\n<\/p>\n<p><p>\u5c06\u76f8\u5173\u529f\u80fd\u5c01\u88c5\u5230\u6a21\u5757\u4e2d\u3002\u4f8b\u5982\uff0c\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a<code>math_utils.py<\/code>\u7684\u6a21\u5757\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def add_numbers(a, b):<\/p>\n<p>    return a + b<\/p>\n<p>def subtract_numbers(a, b):<\/p>\n<p>    return a - b<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. \u5bfc\u5165\u548c\u4f7f\u7528\u6a21\u5757<\/h4>\n<\/p>\n<p><p>\u5728\u5176\u4ed6\u6587\u4ef6\u4e2d\u5bfc\u5165\u548c\u4f7f\u7528\u6a21\u5757\u4e2d\u7684\u51fd\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from math_utils import add_numbers, subtract_numbers<\/p>\n<p>print(add_numbers(3, 5))  # \u8f93\u51fa 8<\/p>\n<p>print(subtract_numbers(10, 4))  # \u8f93\u51fa 6<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3. \u521b\u5efa\u5305<\/h4>\n<\/p>\n<p><p>\u5c06\u76f8\u5173\u6a21\u5757\u7ec4\u7ec7\u5230\u5305\u4e2d\u3002\u4f8b\u5982\uff0c\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a<code>math_operations<\/code>\u7684\u5305\uff0c\u5305\u542b<code>math_utils.py<\/code>\u548c<code>__init__.py<\/code>\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code>math_operations\/<\/p>\n<p>    __init__.py<\/p>\n<p>    math_utils.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728<code>__init__.py<\/code>\u6587\u4ef6\u4e2d\u5bfc\u5165\u6a21\u5757\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from .math_utils import add_numbers, subtract_numbers<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u5176\u4ed6\u6587\u4ef6\u4e2d\u5bfc\u5165\u548c\u4f7f\u7528\u5305\u4e2d\u7684\u51fd\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from math_operations import add_numbers, subtract_numbers<\/p>\n<p>print(add_numbers(3, 5))  # \u8f93\u51fa 8<\/p>\n<p>print(subtract_numbers(10, 4))  # \u8f93\u51fa 6<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u5341\u4e00\u3001\u9519\u8bef\u5904\u7406\u548c\u8c03\u8bd5<\/h3>\n<\/p>\n<p><p>\u5728\u7f16\u5199Python\u4ee3\u7801\u65f6\uff0c\u5904\u7406\u9519\u8bef\u548c\u8c03\u8bd5\u4ee3\u7801\u662f\u4e0d\u53ef\u907f\u514d\u7684\u3002\u826f\u597d\u7684\u9519\u8bef\u5904\u7406\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u5065\u58ee\u6027\uff0c\u800c\u8c03\u8bd5\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5feb\u901f\u5b9a\u4f4d\u548c\u4fee\u590d\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><h4>1. \u9519\u8bef\u5904\u7406<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528<code>try-except<\/code>\u5757\u6765\u6355\u83b7\u548c\u5904\u7406\u5f02\u5e38\uff0c\u9632\u6b62\u7a0b\u5e8f\u5d29\u6e83\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def divide_numbers(a, b):<\/p>\n<p>    try:<\/p>\n<p>        result = a \/ b<\/p>\n<p>    except ZeroDivisionError:<\/p>\n<p>        print(&quot;Error: Division by zero is not allowed.&quot;)<\/p>\n<p>        return None<\/p>\n<p>    return result<\/p>\n<p>print(divide_numbers(10, 2))  # \u8f93\u51fa 5.0<\/p>\n<p>print(divide_numbers(10, 0))  # \u8f93\u51fa Error: Division by zero is not allowed.<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. \u8c03\u8bd5\u5de5\u5177<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u8c03\u8bd5\u5de5\u5177\uff08\u5982<code>pdb<\/code>\u3001IDE\u5185\u7f6e\u8c03\u8bd5\u5668\uff09\u6765\u8c03\u8bd5\u4ee3\u7801\uff0c\u8bbe\u7f6e\u65ad\u70b9\uff0c\u5355\u6b65\u6267\u884c\uff0c\u68c0\u67e5\u53d8\u91cf\u503c\u3002\u4f8b\u5982\uff0c\u4f7f\u7528<code>pdb<\/code>\u8c03\u8bd5\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pdb<\/p>\n<p>def add_numbers(a, b):<\/p>\n<p>    pdb.set_trace()<\/p>\n<p>    return a + b<\/p>\n<p>print(add_numbers(3, 5))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd0\u884c\u4ee3\u7801\u540e\uff0c\u7a0b\u5e8f\u4f1a\u5728<code>pdb.set_trace()<\/code>\u5904\u6682\u505c\uff0c\u4f60\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165\u8c03\u8bd5\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">(pdb) p a<\/p>\n<p>3<\/p>\n<p>(pdb) p b<\/p>\n<p>5<\/p>\n<p>(pdb) n<\/p>\n<p>(pdb) c<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u5341\u4e8c\u3001\u6027\u80fd\u4f18\u5316\u548c\u4ee3\u7801\u5206\u6790<\/h3>\n<\/p>\n<p><p>\u5728\u7f16\u5199Python\u4ee3\u7801\u65f6\uff0c\u6027\u80fd\u4f18\u5316\u548c\u4ee3\u7801\u5206\u6790\u662f\u63d0\u9ad8\u4ee3\u7801\u6548\u7387\u548c\u8d28\u91cf\u7684\u91cd\u8981\u73af\u8282\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528\u5404\u79cd\u5de5\u5177\u548c\u6280\u672f\u6765\u5206\u6790\u548c\u4f18\u5316\u4ee3\u7801\u6027\u80fd\u3002<\/p>\n<\/p>\n<p><h4>1. \u6027\u80fd\u5206\u6790<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u6027\u80fd\u5206\u6790\u5de5\u5177\uff08\u5982<code>cProfile<\/code>\u3001<code>timeit<\/code>\uff09\u6765\u5206\u6790\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u3002\u4f8b\u5982\uff0c\u4f7f\u7528<code>cProfile<\/code>\u5206\u6790\u4ee3\u7801\u6027\u80fd\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import cProfile<\/p>\n<p>def add_numbers(a, b):<\/p>\n<p>    return a + b<\/p>\n<p>cProfile.run(&#39;add_numbers(3, 5)&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u5c06\u8f93\u51fa\u6027\u80fd\u5206\u6790\u7ed3\u679c\uff0c\u5e2e\u52a9\u4f60\u8bc6\u522b\u4ee3\u7801\u4e2d\u7684\u6027\u80fd\u74f6\u9888\u3002<\/p>\n<\/p>\n<p><h4>2. \u6027\u80fd\u4f18\u5316<\/h4>\n<\/p>\n<p><p>\u6839\u636e\u6027\u80fd\u5206\u6790\u7ed3\u679c\uff0c\u4f18\u5316\u4ee3\u7801\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u66f4\u9ad8\u6548\u7684\u6570\u636e\u7ed3\u6784\u548c\u7b97\u6cd5\uff0c\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97\u548c\u5185\u5b58\u5206\u914d\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6027\u80fd\u4f18\u5316\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u4ee3\u66ff\u5faa\u73af<\/p>\n<p>squares = [x2 for x in range(10)]<\/p>\n<h2><strong>\u4f7f\u7528\u751f\u6210\u5668\u4ee3\u66ff\u5217\u8868<\/strong><\/h2>\n<p>squares_gen = (x2 for x in range(10))<\/p>\n<h2><strong>\u4f7f\u7528\u5185\u7f6e\u51fd\u6570\u4ee3\u66ff\u624b\u52a8\u5b9e\u73b0<\/strong><\/h2>\n<p>sum_squares = sum(x2 for x in range(10))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u5341\u4e09\u3001\u5e76\u53d1\u548c\u5e76\u884c\u7f16\u7a0b<\/h3>\n<\/p>\n<p><p>\u5e76\u53d1\u548c\u5e76\u884c\u7f16\u7a0b\u53ef\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6267\u884c\u6548\u7387\uff0c\u7279\u522b\u662f\u5728\u5904\u7406I\/O\u5bc6\u96c6\u578b\u548c\u8ba1\u7b97\u5bc6\u96c6\u578b\u4efb\u52a1\u65f6\u3002Python\u63d0\u4f9b\u4e86\u591a\u79cd\u5e76\u53d1\u548c\u5e76\u884c\u7f16\u7a0b\u673a\u5236\uff0c\u5305\u62ec\u591a\u7ebf\u7a0b\u3001\u591a\u8fdb\u7a0b\u548c\u5f02\u6b65\u7f16\u7a0b\u3002<\/p>\n<\/p>\n<p><h4>1. \u591a\u7ebf\u7a0b\u7f16\u7a0b<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528<code>threading<\/code>\u6a21\u5757\u5b9e\u73b0\u591a\u7ebf\u7a0b\u7f16\u7a0b\uff0c\u9002\u7528\u4e8eI\/O\u5bc6\u96c6\u578b\u4efb\u52a1\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import threading<\/p>\n<p>def print_numbers():<\/p>\n<p>    for i in range(5):<\/p>\n<p>        print(i)<\/p>\n<p>thread1 = threading.Thread(target=print_numbers)<\/p>\n<p>thread2 = threading.Thread(target=print_numbers)<\/p>\n<p>thread1.start()<\/p>\n<p>thread2.start()<\/p>\n<p>thread1.join()<\/p>\n<p>thread2.join()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. \u591a\u8fdb\u7a0b\u7f16\u7a0b<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528<code>multiprocessing<\/code>\u6a21\u5757\u5b9e\u73b0\u591a\u8fdb\u7a0b\u7f16\u7a0b\uff0c\u9002\u7528\u4e8e\u8ba1\u7b97\u5bc6\u96c6\u578b\u4efb\u52a1\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import multiprocessing<\/p>\n<p>def calculate_square(numbers):<\/p>\n<p>    for n in numbers:<\/p>\n<p>        print(f&#39;Square: {n2}&#39;)<\/p>\n<p>if __name__ == &quot;__main__&quot;:<\/p>\n<p>    numbers = [1, 2, 3, 4, 5]<\/p>\n<p>    p1 = multiprocessing.Process(target=calculate_square, args=(numbers,))<\/p>\n<p>    p1.start()<\/p>\n<p>    p1.join()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3. \u5f02\u6b65\u7f16\u7a0b<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528<code>asyncio<\/code>\u6a21\u5757\u5b9e\u73b0\u5f02\u6b65\u7f16\u7a0b\uff0c\u9002\u7528\u4e8e\u9ad8\u5e76\u53d1I\/O\u4efb\u52a1\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import asyncio<\/p>\n<p>async def print_numbers():<\/p>\n<p>    for i in range(5):<\/p>\n<p>        print(i)<\/p>\n<p>        await asyncio.sleep(1)<\/p>\n<p>async def main():<\/p>\n<p>    await asyncio.gather(print_numbers(), print_numbers())<\/p>\n<p>asyncio.run(main())<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u5341\u56db\u3001\u6301\u4e45\u5316\u548c\u6570\u636e\u5e93\u64cd\u4f5c<\/h3>\n<\/p>\n<p><p>\u5728\u5f00\u53d1Python\u5e94\u7528\u7a0b\u5e8f\u65f6\uff0c\u6301\u4e45<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>Python\u89e3\u91ca\u5668\u5982\u4f55\u5904\u7406\u548c\u4fdd\u5b58\u4ee3\u7801\u7684\u8fc7\u7a0b\u662f\u600e\u6837\u7684\uff1f<\/strong><br \/>Python\u89e3\u91ca\u5668\u5728\u6267\u884c\u4ee3\u7801\u65f6\uff0c\u4f1a\u5c06\u6e90\u4ee3\u7801\u7f16\u8bd1\u6210\u5b57\u8282\u7801\uff0c\u8fd9\u79cd\u5b57\u8282\u7801\u662f\u4e2d\u95f4\u5f62\u5f0f\uff0c\u65b9\u4fbf\u540e\u7eed\u7684\u6267\u884c\u3002\u5b57\u8282\u7801\u901a\u5e38\u4f1a\u88ab\u4fdd\u5b58\u5230\u4e00\u4e2a<code>.pyc<\/code>\u6587\u4ef6\u4e2d\uff0c\u4f4d\u4e8e<code>__pycache__<\/code>\u76ee\u5f55\u4e0b\u3002\u8fd9\u4f7f\u5f97\u4e0b\u6b21\u8fd0\u884c\u76f8\u540c\u7684\u4ee3\u7801\u65f6\uff0c\u89e3\u91ca\u5668\u53ef\u4ee5\u76f4\u63a5\u52a0\u8f7d\u5b57\u8282\u7801\uff0c\u800c\u4e0d\u9700\u8981\u91cd\u65b0\u7f16\u8bd1\uff0c\u4ece\u800c\u63d0\u9ad8\u4e86\u6267\u884c\u6548\u7387\u3002<\/p>\n<p><strong>\u5728Python\u4e2d\uff0c\u5982\u4f55\u624b\u52a8\u4fdd\u5b58\u4ee3\u7801\u6587\u4ef6\uff1f<\/strong><br \/>\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u6587\u672c\u7f16\u8f91\u5668\uff08\u5982VS Code\u3001PyCharm\u6216\u7b80\u5355\u7684\u8bb0\u4e8b\u672c\uff09\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6\uff0c\u5e76\u5c06\u5176\u4fdd\u5b58\u4e3a<code>.py<\/code>\u6269\u5c55\u540d\u3002\u8fd9\u4e00\u8fc7\u7a0b\u4f7f\u5f97Python\u89e3\u91ca\u5668\u80fd\u591f\u8bc6\u522b\u5e76\u6267\u884c\u8be5\u6587\u4ef6\u5185\u7684\u4ee3\u7801\u3002\u4fdd\u5b58\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u547d\u4ee4\u884c\u6216\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u6765\u8fd0\u884c\u4ee3\u7801\u3002<\/p>\n<p><strong>Python\u89e3\u91ca\u5668\u5728\u5904\u7406\u4ee3\u7801\u65f6\u662f\u5426\u652f\u6301\u7248\u672c\u63a7\u5236\uff1f<\/strong><br 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