{"id":1021382,"date":"2024-12-27T13:22:21","date_gmt":"2024-12-27T05:22:21","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1021382.html"},"modified":"2024-12-27T13:22:24","modified_gmt":"2024-12-27T05:22:24","slug":"python%e4%b8%ad%e5%a6%82%e4%bd%95%e5%88%86%e5%9d%97%e8%b0%83%e8%af%95","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1021382.html","title":{"rendered":"python\u4e2d\u5982\u4f55\u5206\u5757\u8c03\u8bd5"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25163659\/de1fb4e3-4b5a-43e7-8b23-f0a61ae6327e.webp\" alt=\"python\u4e2d\u5982\u4f55\u5206\u5757\u8c03\u8bd5\" \/><\/p>\n<p><p> \u5728Python\u4e2d\uff0c\u5206\u5757\u8c03\u8bd5\u662f\u4e00\u79cd\u6709\u6548\u7684\u65b9\u6cd5\u6765\u9010\u6b65\u5206\u6790\u548c\u89e3\u51b3\u4ee3\u7801\u4e2d\u7684\u95ee\u9898\u3002<strong>\u4f7f\u7528\u65ad\u70b9\u3001\u8c03\u8bd5\u5668\u5de5\u5177\u3001\u65e5\u5fd7\u8bb0\u5f55\u3001\u5355\u5143\u6d4b\u8bd5\u3001\u4ee3\u7801\u68c0\u67e5\u5668\u3001\u5206\u800c\u6cbb\u4e4b\u7684\u7b56\u7565<\/strong>\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u5206\u5757\u8c03\u8bd5\u6280\u5de7\u3002\u5176\u4e2d\uff0c<strong>\u65ad\u70b9\u548c\u8c03\u8bd5\u5668\u5de5\u5177<\/strong>\u662f\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u4e4b\u4e00\u3002\u901a\u8fc7\u5728\u4ee3\u7801\u4e2d\u8bbe\u7f6e\u65ad\u70b9\uff0c\u60a8\u53ef\u4ee5\u6682\u505c\u7a0b\u5e8f\u7684\u6267\u884c\u5e76\u68c0\u67e5\u5f53\u524d\u7684\u53d8\u91cf\u72b6\u6001\u3001\u5806\u6808\u4fe1\u606f\u7b49\u3002\u8fd9\u4f7f\u60a8\u80fd\u591f\u66f4\u597d\u5730\u4e86\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a\u5e76\u627e\u51fa\u6f5c\u5728\u7684\u95ee\u9898\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u4e9b\u6280\u672f\u4ee5\u53ca\u5982\u4f55\u5728Python\u4e2d\u5b9e\u65bd\u5b83\u4eec\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u4f7f\u7528\u65ad\u70b9\u548c\u8c03\u8bd5\u5668\u5de5\u5177<\/p>\n<\/p>\n<p><p>\u65ad\u70b9\u662f\u7a0b\u5e8f\u6267\u884c\u8fc7\u7a0b\u4e2d\u4e00\u4e2a\u6682\u505c\u70b9\uff0c\u60a8\u53ef\u4ee5\u5728\u8fd9\u4e2a\u4f4d\u7f6e\u68c0\u67e5\u7a0b\u5e8f\u7684\u72b6\u6001\u3002Python\u63d0\u4f9b\u4e86\u591a\u79cd\u5de5\u5177\u6765\u5b9e\u73b0\u65ad\u70b9\u548c\u8c03\u8bd5\u5668\u529f\u80fd\uff0c\u5176\u4e2d\u6700\u5e38\u7528\u7684\u662fPython\u81ea\u5e26\u7684\u8c03\u8bd5\u5668\u6a21\u5757<code>pdb<\/code>\u548c\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u4e2d\u7684\u8c03\u8bd5\u5de5\u5177\uff0c\u5982PyCharm\u3001VS Code\u7b49\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>pdb\u6a21\u5757<\/strong><\/li>\n<\/ol>\n<p><p><code>pdb<\/code>\u662fPython\u7684\u5185\u7f6e\u8c03\u8bd5\u5668\u6a21\u5757\uff0c\u53ef\u4ee5\u901a\u8fc7\u5728\u4ee3\u7801\u4e2d\u63d2\u5165<code>import pdb; pdb.set_trace()<\/code>\u6765\u8bbe\u7f6e\u65ad\u70b9\u3002\u5f53\u7a0b\u5e8f\u6267\u884c\u5230\u8fd9\u4e00\u884c\u65f6\uff0c\u5b83\u4f1a\u6682\u505c\uff0c\u60a8\u53ef\u4ee5\u5728\u63a7\u5236\u53f0\u4e2d\u8f93\u5165\u547d\u4ee4\u6765\u68c0\u67e5\u53d8\u91cf\u3001\u5355\u6b65\u6267\u884c\u4ee3\u7801\u7b49\u3002<\/p>\n<\/p>\n<ul>\n<li><code>n<\/code>\uff1a\u6267\u884c\u4e0b\u4e00\u884c\u4ee3\u7801\u3002<\/li>\n<li><code>c<\/code>\uff1a\u7ee7\u7eed\u6267\u884c\u76f4\u5230\u4e0b\u4e00\u4e2a\u65ad\u70b9\u3002<\/li>\n<li><code>q<\/code>\uff1a\u9000\u51fa\u8c03\u8bd5\u5668\u3002<\/li>\n<li><code>p &lt;variable&gt;<\/code>\uff1a\u6253\u5370\u53d8\u91cf\u7684\u503c\u3002<\/li>\n<\/ul>\n<p><p>\u4f7f\u7528<code>pdb<\/code>\u8fdb\u884c\u8c03\u8bd5\u7684\u597d\u5904\u662f\uff0c\u4e0d\u9700\u8981\u4f9d\u8d56\u4efb\u4f55\u7b2c\u4e09\u65b9\u5de5\u5177\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728\u7ec8\u7aef\u4e2d\u6267\u884c\uff0c\u975e\u5e38\u8f7b\u4fbf\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><strong>IDE\u8c03\u8bd5\u5de5\u5177<\/strong><\/li>\n<\/ol>\n<p><p>\u73b0\u4ee3IDE\u5982PyCharm\u548cVS Code\u90fd\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u8c03\u8bd5\u5de5\u5177\uff0c\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u66f4\u76f4\u89c2\u5730\u8fdb\u884c\u5206\u5757\u8c03\u8bd5\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7\u56fe\u5f62\u5316\u754c\u9762\u8bbe\u7f6e\u65ad\u70b9\u3001\u67e5\u770b\u53d8\u91cf\u3001\u5806\u6808\u4fe1\u606f\u7b49\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>PyCharm<\/strong>\uff1a\u5728\u884c\u53f7\u5de6\u4fa7\u5355\u51fb\u5373\u53ef\u8bbe\u7f6e\u65ad\u70b9\uff0c\u8fd0\u884c\u8c03\u8bd5\u6a21\u5f0f\u540e\u7a0b\u5e8f\u4f1a\u5728\u65ad\u70b9\u5904\u6682\u505c\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528\u201c\u8c03\u8bd5\u201d\u7a97\u53e3\u67e5\u770b\u53d8\u91cf\u3001\u8c03\u7528\u5806\u6808\uff0c\u5e76\u9010\u6b65\u6267\u884c\u4ee3\u7801\u3002<\/li>\n<li><strong>VS Code<\/strong>\uff1a\u7c7b\u4f3c\u4e8ePyCharm\uff0c\u53ef\u4ee5\u901a\u8fc7\u70b9\u51fb\u884c\u53f7\u8bbe\u7f6e\u65ad\u70b9\u3002\u5728\u201c\u8fd0\u884c\u548c\u8c03\u8bd5\u201d\u9762\u677f\u4e2d\u542f\u52a8\u8c03\u8bd5\uff0c\u7a0b\u5e8f\u4f1a\u5728\u65ad\u70b9\u5904\u6682\u505c\uff0c\u60a8\u53ef\u4ee5\u67e5\u770b\u201c\u53d8\u91cf\u201d\u3001\u201c\u8c03\u7528\u5806\u6808\u201d\u3001\u201c\u76d1\u89c6\u201d\u7b49\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<p><p>\u4e8c\u3001\u65e5\u5fd7\u8bb0\u5f55<\/p>\n<\/p>\n<p><p>\u5728\u8c03\u8bd5\u8fc7\u7a0b\u4e2d\uff0c\u4f7f\u7528\u65e5\u5fd7\u8bb0\u5f55\u53ef\u4ee5\u5e2e\u52a9\u60a8\u8ffd\u8e2a\u7a0b\u5e8f\u7684\u6267\u884c\u6d41\u7a0b\u548c\u72b6\u6001\u53d8\u5316\u3002Python\u7684<code>logging<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u65e5\u5fd7\u529f\u80fd\uff0c\u60a8\u53ef\u4ee5\u5728\u4ee3\u7801\u7684\u5173\u952e\u4f4d\u7f6e\u63d2\u5165\u65e5\u5fd7\u8bb0\u5f55\uff0c\u4ee5\u4fbf\u5728\u8fd0\u884c\u65f6\u83b7\u53d6\u8be6\u7ec6\u7684\u4fe1\u606f\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u914d\u7f6e\u65e5\u5fd7\u8bb0\u5f55<\/strong><\/li>\n<\/ol>\n<p><p>\u9996\u5148\uff0c\u9700\u8981\u914d\u7f6e\u65e5\u5fd7\u8bb0\u5f55\u7684\u57fa\u672c\u8bbe\u7f6e\uff0c\u5305\u62ec\u65e5\u5fd7\u7ea7\u522b\u3001\u65e5\u5fd7\u683c\u5f0f\u548c\u8f93\u51fa\u4f4d\u7f6e\uff08\u5982\u63a7\u5236\u53f0\u3001\u6587\u4ef6\u7b49\uff09\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import logging<\/p>\n<p>logging.basicConfig(level=logging.DEBUG,<\/p>\n<p>                    format=&#39;%(asctime)s - %(levelname)s - %(message)s&#39;,<\/p>\n<p>                    handlers=[logging.StreamHandler()])<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u63d2\u5165\u65e5\u5fd7\u8bb0\u5f55<\/strong><\/li>\n<\/ol>\n<p><p>\u5728\u4ee3\u7801\u4e2d\u63d2\u5165\u65e5\u5fd7\u8bb0\u5f55\u8bed\u53e5\uff0c\u8bb0\u5f55\u7a0b\u5e8f\u6267\u884c\u7684\u5173\u952e\u4fe1\u606f\uff0c\u4f8b\u5982\u51fd\u6570\u5165\u53e3\u3001\u53d8\u91cf\u72b6\u6001\u3001\u5f02\u5e38\u4fe1\u606f\u7b49\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def example_function(x):<\/p>\n<p>    logging.debug(f&#39;Function called with argument x={x}&#39;)<\/p>\n<p>    if x &lt; 0:<\/p>\n<p>        logging.error(&#39;Negative value encountered&#39;)<\/p>\n<p>        return None<\/p>\n<p>    result = x * x<\/p>\n<p>    logging.info(f&#39;Result calculated: {result}&#39;)<\/p>\n<p>    return result<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u65e5\u5fd7\u8bb0\u5f55\uff0c\u60a8\u53ef\u4ee5\u5728\u4e0d\u5f71\u54cd\u7a0b\u5e8f\u6b63\u5e38\u6267\u884c\u7684\u60c5\u51b5\u4e0b\uff0c\u83b7\u53d6\u7a0b\u5e8f\u7684\u52a8\u6001\u4fe1\u606f\uff0c\u6709\u52a9\u4e8e\u95ee\u9898\u7684\u6392\u67e5\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u5355\u5143\u6d4b\u8bd5<\/p>\n<\/p>\n<p><p>\u5355\u5143\u6d4b\u8bd5\u662f\u786e\u4fdd\u4ee3\u7801\u6b63\u786e\u6027\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u7f16\u5199\u6d4b\u8bd5\u7528\u4f8b\uff0c\u60a8\u53ef\u4ee5\u5728\u4ee3\u7801\u66f4\u6539\u540e\u5feb\u901f\u9a8c\u8bc1\u529f\u80fd\u662f\u5426\u6b63\u5e38\u3002Python\u7684<code>unittest<\/code>\u6a21\u5757\u548c<code>pytest<\/code>\u6846\u67b6\u662f\u5e38\u7528\u7684\u6d4b\u8bd5\u5de5\u5177\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u7f16\u5199\u5355\u5143\u6d4b\u8bd5<\/strong><\/li>\n<\/ol>\n<p><p>\u7f16\u5199\u5355\u5143\u6d4b\u8bd5\u65f6\uff0c\u5e94\u9488\u5bf9\u51fd\u6570\u548c\u7c7b\u7684\u6bcf\u4e2a\u529f\u80fd\u7f16\u5199\u6d4b\u8bd5\u7528\u4f8b\uff0c\u8986\u76d6\u6b63\u5e38\u60c5\u51b5\u548c\u5f02\u5e38\u60c5\u51b5\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import unittest<\/p>\n<p>def add(a, b):<\/p>\n<p>    return a + b<\/p>\n<p>class TestMathFunctions(unittest.TestCase):<\/p>\n<p>    def test_add(self):<\/p>\n<p>        self.assertEqual(add(1, 2), 3)<\/p>\n<p>        self.assertEqual(add(-1, 1), 0)<\/p>\n<p>if __name__ == &#39;__m<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>n__&#39;:<\/p>\n<p>    unittest.main()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u4f7f\u7528pytest<\/strong><\/li>\n<\/ol>\n<p><p><code>pytest<\/code>\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u7b2c\u4e09\u65b9\u6d4b\u8bd5\u6846\u67b6\uff0c\u652f\u6301\u7b80\u5355\u7684\u6d4b\u8bd5\u8bed\u6cd5\u548c\u4e30\u5bcc\u7684\u63d2\u4ef6\u3002\u76f8\u6bd4\u4e8e<code>unittest<\/code>\uff0c<code>pytest<\/code>\u66f4\u4e3a\u7075\u6d3b\u6613\u7528\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def test_add():<\/p>\n<p>    assert add(1, 2) == 3<\/p>\n<p>    assert add(-1, 1) == 0<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u5355\u5143\u6d4b\u8bd5\uff0c\u53ef\u4ee5\u786e\u4fdd\u4ee3\u7801\u5728\u4fee\u6539\u540e\u4f9d\u7136\u4fdd\u6301\u6b63\u786e\u6027\uff0c\u5e76\u5feb\u901f\u5b9a\u4f4d\u548c\u4fee\u590d\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u4ee3\u7801\u68c0\u67e5\u5668<\/p>\n<\/p>\n<p><p>\u4ee3\u7801\u68c0\u67e5\u5668\u662f\u4e00\u79cd\u9759\u6001\u5206\u6790\u5de5\u5177\uff0c\u7528\u4e8e\u5728\u4ee3\u7801\u6267\u884c\u4e4b\u524d\u68c0\u6d4b\u6f5c\u5728\u7684\u8bed\u6cd5\u9519\u8bef\u3001\u98ce\u683c\u95ee\u9898\u548c\u6027\u80fd\u74f6\u9888\u3002Python\u793e\u533a\u63d0\u4f9b\u4e86\u591a\u79cd\u4ee3\u7801\u68c0\u67e5\u5668\u5de5\u5177\uff0c\u5982<code>pylint<\/code>\u3001<code>flake8<\/code>\u548c<code>mypy<\/code>\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>pylint<\/strong><\/li>\n<\/ol>\n<p><p><code>pylint<\/code>\u662f\u4e00\u4e2a\u5168\u9762\u7684\u4ee3\u7801\u68c0\u67e5\u5de5\u5177\uff0c\u53ef\u4ee5\u68c0\u6d4b\u8bed\u6cd5\u9519\u8bef\u3001\u4e0d\u7b26\u5408\u7f16\u7801\u89c4\u8303\u7684\u4ee3\u7801\u3001\u672a\u4f7f\u7528\u7684\u53d8\u91cf\u7b49\u3002\u4f7f\u7528<code>pylint<\/code>\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u8d28\u91cf\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pylint your_script.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li><strong>flake8<\/strong><\/li>\n<\/ol>\n<p><p><code>flake8<\/code>\u7ed3\u5408\u4e86<code>pyflakes<\/code>\u3001<code>pycodestyle<\/code>\u548c<code>mccabe<\/code>\uff0c\u7528\u4e8e\u68c0\u67e5\u4ee3\u7801\u98ce\u683c\u548c\u590d\u6742\u5ea6\u3002\u5b83\u53ef\u4ee5\u5e2e\u52a9\u60a8\u4fdd\u6301\u4ee3\u7801\u7684\u4e00\u81f4\u6027\u548c\u53ef\u8bfb\u6027\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">flake8 your_script.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li><strong>mypy<\/strong><\/li>\n<\/ol>\n<p><p><code>mypy<\/code>\u662f\u4e00\u4e2a\u9759\u6001\u7c7b\u578b\u68c0\u67e5\u5668\uff0c\u9002\u7528\u4e8ePython 3.5\u53ca\u4ee5\u4e0a\u7248\u672c\u3002\u901a\u8fc7\u5728\u4ee3\u7801\u4e2d\u6dfb\u52a0\u7c7b\u578b\u6ce8\u89e3\uff0c<code>mypy<\/code>\u53ef\u4ee5\u5728\u7f16\u8bd1\u65f6\u68c0\u6d4b\u7c7b\u578b\u9519\u8bef\uff0c\u63d0\u9ad8\u4ee3\u7801\u7684\u5065\u58ee\u6027\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def add(a: int, b: int) -&gt; int:<\/p>\n<p>    return a + b<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><pre><code class=\"language-bash\">mypy your_script.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528\u4ee3\u7801\u68c0\u67e5\u5668\u53ef\u4ee5\u5728\u7f16\u5199\u4ee3\u7801\u65f6\u5373\u53d1\u73b0\u6f5c\u5728\u7684\u95ee\u9898\uff0c\u51cf\u5c11\u8c03\u8bd5\u65f6\u95f4\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u5206\u800c\u6cbb\u4e4b\u7684\u7b56\u7565<\/p>\n<\/p>\n<p><p>\u5206\u800c\u6cbb\u4e4b\u662f\u4e00\u79cd\u5c06\u590d\u6742\u95ee\u9898\u62c6\u5206\u4e3a\u66f4\u5c0f\u7684\u5b50\u95ee\u9898\u6765\u89e3\u51b3\u7684\u7b56\u7565\u3002\u5728\u8c03\u8bd5\u8fc7\u7a0b\u4e2d\uff0c\u60a8\u53ef\u4ee5\u5c06\u590d\u6742\u7684\u4ee3\u7801\u5206\u89e3\u4e3a\u591a\u4e2a\u6a21\u5757\u6216\u51fd\u6570\uff0c\u9010\u6b65\u8fdb\u884c\u6d4b\u8bd5\u548c\u8c03\u8bd5\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u6a21\u5757\u5316\u4ee3\u7801<\/strong><\/li>\n<\/ol>\n<p><p>\u5c06\u4ee3\u7801\u5206\u89e3\u4e3a\u591a\u4e2a\u6a21\u5757\uff0c\u6bcf\u4e2a\u6a21\u5757\u8d1f\u8d23\u7279\u5b9a\u7684\u529f\u80fd\u3002\u8fd9\u6837\u505a\u4e0d\u4ec5\u4fbf\u4e8e\u8c03\u8bd5\uff0c\u8fd8\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u590d\u7528\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># math_operations.py<\/p>\n<p>def add(a, b):<\/p>\n<p>    return a + b<\/p>\n<p>def subtract(a, b):<\/p>\n<p>    return a - b<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u51fd\u6570\u5316\u8bbe\u8ba1<\/strong><\/li>\n<\/ol>\n<p><p>\u5c06\u590d\u6742\u7684\u903b\u8f91\u5206\u89e3\u4e3a\u591a\u4e2a\u5c0f\u51fd\u6570\uff0c\u6bcf\u4e2a\u51fd\u6570\u8d1f\u8d23\u5355\u4e00\u7684\u4efb\u52a1\u3002\u8fd9\u79cd\u8bbe\u8ba1\u6a21\u5f0f\u6709\u52a9\u4e8e\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\uff0c\u5e76\u4e14\u6bcf\u4e2a\u51fd\u6570\u53ef\u4ee5\u5355\u72ec\u6d4b\u8bd5\u548c\u8c03\u8bd5\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def calculate_area(radius):<\/p>\n<p>    return 3.14 * radius * radius<\/p>\n<p>def calculate_circumference(radius):<\/p>\n<p>    return 2 * 3.14 * radius<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u5206\u800c\u6cbb\u4e4b\u7684\u7b56\u7565\uff0c\u53ef\u4ee5\u66f4\u6709\u6548\u5730\u7ba1\u7406\u548c\u8c03\u8bd5\u4ee3\u7801\uff0c\u9010\u6b65\u5b9a\u4f4d\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n<\/p>\n<p><p>\u603b\u7ed3\uff0c\u5206\u5757\u8c03\u8bd5\u662fPython\u7f16\u7a0b\u4e2d\u4e00\u79cd\u9ad8\u6548\u7684\u8c03\u8bd5\u65b9\u6cd5\u3002\u901a\u8fc7\u4f7f\u7528\u65ad\u70b9\u548c\u8c03\u8bd5\u5de5\u5177\u3001\u65e5\u5fd7\u8bb0\u5f55\u3001\u5355\u5143\u6d4b\u8bd5\u3001\u4ee3\u7801\u68c0\u67e5\u5668\u4ee5\u53ca\u5206\u800c\u6cbb\u4e4b\u7684\u7b56\u7565\uff0c\u60a8\u53ef\u4ee5\u66f4\u597d\u5730\u7406\u89e3\u548c\u6392\u67e5\u4ee3\u7801\u4e2d\u7684\u95ee\u9898\u3002\u8fd9\u4e9b\u6280\u672f\u4e0d\u4ec5\u6709\u52a9\u4e8e\u53d1\u73b0\u548c\u4fee\u590dbug\uff0c\u8fd8\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u8d28\u91cf\u548c\u53ef\u7ef4\u62a4\u6027\u3002\u5728\u5b9e\u9645\u9879\u76ee\u4e2d\uff0c\u7ed3\u5408\u4f7f\u7528\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u5f00\u53d1\u548c\u8c03\u8bd5\u6548\u7387\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u5b9e\u73b0\u5206\u5757\u8c03\u8bd5\uff1f<\/strong><br \/>\u5728Python\u4e2d\u5b9e\u73b0\u5206\u5757\u8c03\u8bd5\u901a\u5e38\u53ef\u4ee5\u4f7f\u7528\u8c03\u8bd5\u5de5\u5177\u6216IDE\u63d0\u4f9b\u7684\u529f\u80fd\uff0c\u5982PDB\uff08Python Debugger\uff09\u6216\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08\u5982PyCharm\u3001VS Code\uff09\u3002\u901a\u8fc7\u8bbe\u7f6e\u65ad\u70b9\uff0c\u60a8\u53ef\u4ee5\u9010\u6b65\u6267\u884c\u4ee3\u7801\uff0c\u68c0\u67e5\u6bcf\u4e2a\u5757\u7684\u53d8\u91cf\u72b6\u6001\u548c\u51fd\u6570\u8f93\u51fa\uff0c\u8fd9\u6709\u52a9\u4e8e\u5b9a\u4f4d\u95ee\u9898\u3002<\/p>\n<p><strong>\u4f7f\u7528PDB\u8fdb\u884c\u5206\u5757\u8c03\u8bd5\u65f6\uff0c\u5982\u4f55\u8bbe\u7f6e\u65ad\u70b9\uff1f<\/strong><br \/>\u5728\u4ee3\u7801\u4e2d\uff0c\u60a8\u53ef\u4ee5\u63d2\u5165<code>import pdb; pdb.set_trace()<\/code>\u6765\u8bbe\u7f6e\u65ad\u70b9\u3002\u5f53\u6267\u884c\u5230\u8fd9\u884c\u4ee3\u7801\u65f6\uff0c\u7a0b\u5e8f\u4f1a\u6682\u505c\uff0c\u60a8\u53ef\u4ee5\u8f93\u5165\u547d\u4ee4\uff08\u5982<code>n<\/code>\u8fdb\u884c\u4e0b\u4e00\u884c\uff0c<code>c<\/code>\u7ee7\u7eed\u6267\u884c\u7b49\uff09\u6765\u9010\u6b65\u68c0\u67e5\u4ee3\u7801\u7684\u6267\u884c\u60c5\u51b5\u3002<\/p>\n<p><strong>\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684IDE\u8fdb\u884c\u5206\u5757\u8c03\u8bd5\uff1f<\/strong><br \/>\u9009\u62e9IDE\u65f6\uff0c\u53ef\u4ee5\u8003\u8651\u529f\u80fd\u5f3a\u5927\u4e14\u6613\u4e8e\u4f7f\u7528\u7684\u9009\u9879\uff0c\u4f8b\u5982PyCharm\u6216Visual Studio Code\u3002\u8fd9\u4e9bIDE\u63d0\u4f9b\u4e86\u53ef\u89c6\u5316\u7684\u8c03\u8bd5\u754c\u9762\uff0c\u652f\u6301\u8bbe\u7f6e\u65ad\u70b9\u3001\u68c0\u67e5\u53d8\u91cf\u4ee5\u53ca\u6267\u884c\u4ee3\u7801\u7247\u6bb5\uff0c\u8fd9\u4f7f\u5f97\u5206\u5757\u8c03\u8bd5\u53d8\u5f97\u66f4\u52a0\u76f4\u89c2\u548c\u9ad8\u6548\u3002<\/p>\n<p><strong>\u5206\u5757\u8c03\u8bd5\u65f6\uff0c\u5982\u4f55\u6709\u6548\u7ba1\u7406\u591a\u4e2a\u53d8\u91cf\u7684\u72b6\u6001\uff1f<\/strong><br \/>\u5728\u5206\u5757\u8c03\u8bd5\u65f6\uff0c\u8bb0\u5f55\u6bcf\u4e2a\u5757\u7684\u8f93\u5165\u548c\u8f93\u51fa\u975e\u5e38\u91cd\u8981\u3002\u53ef\u4ee5\u4f7f\u7528\u65e5\u5fd7\u8bb0\u5f55\uff08logging\uff09\u6a21\u5757\uff0c\u6216\u8005\u5728\u8c03\u8bd5\u8fc7\u7a0b\u4e2d\u4f7f\u7528<code>print<\/code>\u8bed\u53e5\u6765\u8f93\u51fa\u53d8\u91cf\u7684\u72b6\u6001\u3002\u8fd9\u6837\u53ef\u4ee5\u5728\u4e0d\u540c\u7684\u8c03\u8bd5\u5757\u4e4b\u95f4\u4fdd\u6301\u5bf9\u53d8\u91cf\u7684\u8ffd\u8e2a\uff0c\u5e2e\u52a9\u60a8\u66f4\u597d\u5730\u7406\u89e3\u7a0b\u5e8f\u7684\u8fd0\u884c\u903b\u8f91\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\uff0c\u5206\u5757\u8c03\u8bd5\u662f\u4e00\u79cd\u6709\u6548\u7684\u65b9\u6cd5\u6765\u9010\u6b65\u5206\u6790\u548c\u89e3\u51b3\u4ee3\u7801\u4e2d\u7684\u95ee\u9898\u3002\u4f7f\u7528\u65ad\u70b9\u3001\u8c03\u8bd5\u5668\u5de5\u5177\u3001\u65e5\u5fd7\u8bb0\u5f55\u3001\u5355\u5143\u6d4b [&hellip;]","protected":false},"author":3,"featured_media":1021388,"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\/1021382"}],"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=1021382"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1021382\/revisions"}],"predecessor-version":[{"id":1021389,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1021382\/revisions\/1021389"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1021388"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1021382"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1021382"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1021382"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}