{"id":1139732,"date":"2025-01-08T22:13:08","date_gmt":"2025-01-08T14:13:08","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1139732.html"},"modified":"2025-01-08T22:13:11","modified_gmt":"2025-01-08T14:13:11","slug":"python%e4%b8%ad%e5%a6%82%e4%bd%95%e7%9c%8b%e8%bf%90%e8%a1%8c%e7%a8%8b%e5%ba%8f%e7%9a%84%e5%8f%98%e9%87%8f%e5%80%bc","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1139732.html","title":{"rendered":"python\u4e2d\u5982\u4f55\u770b\u8fd0\u884c\u7a0b\u5e8f\u7684\u53d8\u91cf\u503c"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25102926\/521d0f4d-3d3a-4408-b285-1c99a37536d3.webp\" alt=\"python\u4e2d\u5982\u4f55\u770b\u8fd0\u884c\u7a0b\u5e8f\u7684\u53d8\u91cf\u503c\" \/><\/p>\n<p><p> <strong>\u5728Python\u4e2d\u67e5\u770b\u8fd0\u884c\u7a0b\u5e8f\u7684\u53d8\u91cf\u503c\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528\u8c03\u8bd5\u5668\u3001\u6253\u5370\u8bed\u53e5\u3001\u65e5\u5fd7\u8bb0\u5f55\u3001\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u7684\u8c03\u8bd5\u529f\u80fd\u7b49\u3002\u901a\u8fc7\u8c03\u8bd5\u5668\u3001\u6253\u5370\u8bed\u53e5\u3001\u65e5\u5fd7\u8bb0\u5f55\u3001IDE\u8c03\u8bd5\u5668\u7b49\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5b9e\u65f6\u67e5\u770b\u7a0b\u5e8f\u4e2d\u53d8\u91cf\u7684\u503c\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u7406\u89e3\u4ee3\u7801\u6267\u884c\u8fc7\u7a0b\u3001\u8c03\u8bd5\u9519\u8bef\u3001\u4f18\u5316\u6027\u80fd\u3002<\/strong>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u63a2\u8ba8\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u5e76\u4ecb\u7ecd\u5b83\u4eec\u7684\u5177\u4f53\u4f7f\u7528\u6b65\u9aa4\u548c\u6ce8\u610f\u4e8b\u9879\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528\u8c03\u8bd5\u5668\u67e5\u770b\u53d8\u91cf\u503c<\/h3>\n<\/p>\n<p><p>\u8c03\u8bd5\u5668\u662f\u5f00\u53d1\u8005\u5728\u7f16\u5199\u548c\u6d4b\u8bd5\u4ee3\u7801\u65f6\u7684\u4e00\u4e2a\u5f3a\u5927\u5de5\u5177\u3002\u5b83\u5141\u8bb8\u4f60\u9010\u884c\u6267\u884c\u4ee3\u7801\uff0c\u8bbe\u7f6e\u65ad\u70b9\uff0c\u5e76\u5728\u4ee3\u7801\u6267\u884c\u8fc7\u7a0b\u4e2d\u67e5\u770b\u548c\u4fee\u6539\u53d8\u91cf\u7684\u503c\u3002<\/p>\n<\/p>\n<p><h4>1.1 \u4f7f\u7528PDB\u8c03\u8bd5\u5668<\/h4>\n<\/p>\n<p><p>PDB\uff08Python Debugger\uff09\u662fPython\u5185\u7f6e\u7684\u8c03\u8bd5\u5668\uff0c\u529f\u80fd\u5f3a\u5927\u4e14\u6613\u4e8e\u4f7f\u7528\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u5728\u4ee3\u7801\u4e2d\u63d2\u5165<code>import pdb; pdb.set_trace()<\/code>\u6765\u542f\u52a8PDB\u8c03\u8bd5\u4f1a\u8bdd\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def sample_function(x, y):<\/p>\n<p>    import pdb; pdb.set_trace()<\/p>\n<p>    result = x + y<\/p>\n<p>    return result<\/p>\n<p>print(sample_function(5, 10))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u6267\u884c\u4e0a\u8ff0\u4ee3\u7801\u65f6\uff0c\u7a0b\u5e8f\u4f1a\u5728<code>pdb.set_trace()<\/code>\u5904\u6682\u505c\uff0c\u5e76\u8fdb\u5165PDB\u8c03\u8bd5\u6a21\u5f0f\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528\u5404\u79cdPDB\u547d\u4ee4\uff08\u5982<code>p<\/code>\u3001<code>n<\/code>\u3001<code>c<\/code>\u7b49\uff09\u6765\u68c0\u67e5\u548c\u63a7\u5236\u7a0b\u5e8f\u7684\u6267\u884c\u3002<\/p>\n<\/p>\n<p><h5>PDB\u5e38\u7528\u547d\u4ee4<\/h5>\n<\/p>\n<ul>\n<li><code>p [variable]<\/code>\uff1a\u6253\u5370\u53d8\u91cf\u7684\u503c\u3002<\/li>\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\u4ee3\u7801\uff0c\u76f4\u5230\u4e0b\u4e00\u4e2a\u65ad\u70b9\u3002<\/li>\n<li><code>q<\/code>\uff1a\u9000\u51fa\u8c03\u8bd5\u5668\u3002<\/li>\n<\/ul>\n<p><h4>1.2 \u4f7f\u7528IPython\u548cJupyter Notebook<\/h4>\n<\/p>\n<p><p>IPython\u548cJupyter Notebook\u63d0\u4f9b\u4e86\u66f4\u53cb\u597d\u7684\u8c03\u8bd5\u754c\u9762\u548c\u66f4\u591a\u529f\u80fd\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528<code>%debug<\/code>\u547d\u4ee4\u5728\u5f02\u5e38\u53d1\u751f\u540e\u8fdb\u5165\u8c03\u8bd5\u6a21\u5f0f\uff0c\u6216\u8005\u4f7f\u7528<code>ipdb<\/code>\u6a21\u5757\u8fdb\u884c\u4ea4\u4e92\u5f0f\u8c03\u8bd5\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def sample_function(x, y):<\/p>\n<p>    result = x + y<\/p>\n<p>    return result<\/p>\n<p>%debug<\/p>\n<p>print(sample_function(5, &#39;10&#39;))  # This will r<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>se a TypeError<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e8c\u3001\u4f7f\u7528\u6253\u5370\u8bed\u53e5\u67e5\u770b\u53d8\u91cf\u503c<\/h3>\n<\/p>\n<p><p>\u5728\u4ee3\u7801\u4e2d\u63d2\u5165<code>print<\/code>\u8bed\u53e5\u662f\u4e00\u79cd\u7b80\u5355\u76f4\u63a5\u7684\u65b9\u6cd5\uff0c\u9002\u7528\u4e8e\u5feb\u901f\u68c0\u67e5\u53d8\u91cf\u7684\u503c\u548c\u7a0b\u5e8f\u7684\u6267\u884c\u6d41\u7a0b\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def sample_function(x, y):<\/p>\n<p>    result = x + y<\/p>\n<p>    print(f&quot;result: {result}&quot;)<\/p>\n<p>    return result<\/p>\n<p>print(sample_function(5, 10))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5c3d\u7ba1\u4f7f\u7528<code>print<\/code>\u8bed\u53e5\u975e\u5e38\u65b9\u4fbf\uff0c\u4f46\u5b83\u53ef\u80fd\u4f1a\u4f7f\u4ee3\u7801\u663e\u5f97\u6742\u4e71\u65e0\u7ae0\uff0c\u5c24\u5176\u662f\u5728\u8c03\u8bd5\u590d\u6742\u7a0b\u5e8f\u65f6\u3002\u56e0\u6b64\uff0c\u5efa\u8bae\u5728\u4e34\u65f6\u8c03\u8bd5\u65f6\u4f7f\u7528\u6b64\u65b9\u6cd5\uff0c\u5e76\u5728\u8c03\u8bd5\u5b8c\u6210\u540e\u79fb\u9664\u8fd9\u4e9b<code>print<\/code>\u8bed\u53e5\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528\u65e5\u5fd7\u8bb0\u5f55\u67e5\u770b\u53d8\u91cf\u503c<\/h3>\n<\/p>\n<p><p>\u65e5\u5fd7\u8bb0\u5f55\u662f\u4e00\u79cd\u66f4\u4e3a\u7cfb\u7edf\u5316\u548c\u4e13\u4e1a\u7684\u8c03\u8bd5\u65b9\u6cd5\u3002\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u8bb0\u5f55\u53d8\u91cf\u7684\u503c\uff0c\u8fd8\u53ef\u4ee5\u8bb0\u5f55\u7a0b\u5e8f\u7684\u6267\u884c\u6d41\u7a0b\u3001\u6027\u80fd\u4fe1\u606f\u3001\u5f02\u5e38\u4fe1\u606f\u7b49\u3002Python\u63d0\u4f9b\u4e86\u5185\u7f6e\u7684<code>logging<\/code>\u6a21\u5757\u6765\u8fdb\u884c\u65e5\u5fd7\u8bb0\u5f55\u3002<\/p>\n<\/p>\n<p><h4>3.1 \u914d\u7f6e\u65e5\u5fd7\u8bb0\u5f55<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u914d\u7f6e\u65e5\u5fd7\u8bb0\u5f55\u7684\u57fa\u672c\u8bbe\u7f6e\uff0c\u5982\u65e5\u5fd7\u7ea7\u522b\u3001\u683c\u5f0f\u3001\u8f93\u51fa\u4f4d\u7f6e\u7b49\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>def sample_function(x, y):<\/p>\n<p>    result = x + y<\/p>\n<p>    logging.debug(f&quot;result: {result}&quot;)<\/p>\n<p>    return result<\/p>\n<p>print(sample_function(5, 10))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3.2 \u65e5\u5fd7\u8bb0\u5f55\u7684\u4f18\u70b9<\/h4>\n<\/p>\n<ul>\n<li><strong>\u6301\u4e45\u5316<\/strong>\uff1a\u65e5\u5fd7\u53ef\u4ee5\u4fdd\u5b58\u5230\u6587\u4ef6\u4e2d\uff0c\u4fbf\u4e8e\u540e\u7eed\u5206\u6790\u3002<\/li>\n<li><strong>\u7075\u6d3b\u6027<\/strong>\uff1a\u53ef\u4ee5\u6839\u636e\u9700\u8981\u8c03\u6574\u65e5\u5fd7\u7ea7\u522b\uff0c\u7b5b\u9009\u51fa\u91cd\u8981\u4fe1\u606f\u3002<\/li>\n<li><strong>\u53ef\u8bfb\u6027<\/strong>\uff1a\u901a\u8fc7\u683c\u5f0f\u5316\u65e5\u5fd7\u8f93\u51fa\uff0c\u63d0\u9ad8\u53ef\u8bfb\u6027\u548c\u4e13\u4e1a\u6027\u3002<\/li>\n<\/ul>\n<p><h3>\u56db\u3001\u4f7f\u7528IDE\u7684\u8c03\u8bd5\u529f\u80fd<\/h3>\n<\/p>\n<p><p>\u73b0\u4ee3\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u5982PyCharm\u3001VS Code\u3001Eclipse\u7b49\uff0c\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u8c03\u8bd5\u529f\u80fd\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u5728\u56fe\u5f62\u754c\u9762\u4e2d\u8fdb\u884c\u65ad\u70b9\u8bbe\u7f6e\u3001\u53d8\u91cf\u67e5\u770b\u3001\u4ee3\u7801\u5355\u6b65\u6267\u884c\u7b49\u64cd\u4f5c\u3002<\/p>\n<\/p>\n<p><h4>4.1 \u4f7f\u7528PyCharm\u8c03\u8bd5<\/h4>\n<\/p>\n<p><p>PyCharm\u662f\u4e00\u6b3e\u529f\u80fd\u5f3a\u5927\u7684Python IDE\uff0c\u63d0\u4f9b\u4e86\u76f4\u89c2\u7684\u8c03\u8bd5\u754c\u9762\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u8bbe\u7f6e\u65ad\u70b9<\/strong>\uff1a\u5728\u4ee3\u7801\u884c\u53f7\u5904\u70b9\u51fb\uff0c\u8bbe\u7f6e\u65ad\u70b9\u3002<\/li>\n<li><strong>\u542f\u52a8\u8c03\u8bd5<\/strong>\uff1a\u70b9\u51fb\u8c03\u8bd5\u56fe\u6807\uff0c\u542f\u52a8\u8c03\u8bd5\u6a21\u5f0f\u3002<\/li>\n<li><strong>\u67e5\u770b\u53d8\u91cf\u503c<\/strong>\uff1a\u5728\u8c03\u8bd5\u9762\u677f\u4e2d\u67e5\u770b\u53d8\u91cf\u7684\u503c\u548c\u7c7b\u578b\u3002<\/li>\n<\/ol>\n<p><h4>4.2 \u4f7f\u7528VS Code\u8c03\u8bd5<\/h4>\n<\/p>\n<p><p>VS Code\u662f\u4e00\u6b3e\u8f7b\u91cf\u7ea7\u4f46\u529f\u80fd\u5f3a\u5927\u7684\u4ee3\u7801\u7f16\u8f91\u5668\uff0c\u652f\u6301Python\u8c03\u8bd5\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u5b89\u88c5Python\u6269\u5c55<\/strong>\uff1a\u786e\u4fdd\u5b89\u88c5\u4e86Python\u6269\u5c55\u3002<\/li>\n<li><strong>\u8bbe\u7f6e\u65ad\u70b9<\/strong>\uff1a\u5728\u4ee3\u7801\u884c\u53f7\u5904\u70b9\u51fb\uff0c\u8bbe\u7f6e\u65ad\u70b9\u3002<\/li>\n<li><strong>\u542f\u52a8\u8c03\u8bd5<\/strong>\uff1a\u70b9\u51fb\u8c03\u8bd5\u56fe\u6807\uff0c\u542f\u52a8\u8c03\u8bd5\u6a21\u5f0f\u3002<\/li>\n<li><strong>\u67e5\u770b\u53d8\u91cf\u503c<\/strong>\uff1a\u5728\u8c03\u8bd5\u9762\u677f\u4e2d\u67e5\u770b\u53d8\u91cf\u7684\u503c\u548c\u7c7b\u578b\u3002<\/li>\n<\/ol>\n<p><h3>\u4e94\u3001\u4f7f\u7528\u4ea4\u4e92\u5f0f\u73af\u5883\u67e5\u770b\u53d8\u91cf\u503c<\/h3>\n<\/p>\n<p><p>\u4ea4\u4e92\u5f0fPython\u73af\u5883\uff08\u5982IPython\uff09\u5141\u8bb8\u4f60\u5728\u8fd0\u884c\u4ee3\u7801\u65f6\u5b9e\u65f6\u67e5\u770b\u53d8\u91cf\u7684\u503c\u548c\u72b6\u6001\u3002\u8fd9\u79cd\u65b9\u6cd5\u975e\u5e38\u9002\u5408\u4e8e\u5feb\u901f\u539f\u578b\u8bbe\u8ba1\u548c\u6570\u636e\u5206\u6790\u3002<\/p>\n<\/p>\n<p><h4>5.1 \u4f7f\u7528IPython<\/h4>\n<\/p>\n<p><p>IPython\u63d0\u4f9b\u4e86\u4e00\u4e2a\u589e\u5f3a\u7684\u4ea4\u4e92\u5f0fPython\u89e3\u91ca\u5668\uff0c\u652f\u6301\u81ea\u52a8\u8865\u5168\u3001\u8bed\u6cd5\u9ad8\u4eae\u3001\u9b54\u6cd5\u547d\u4ee4\u7b49\u529f\u80fd\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from IPython import embed<\/p>\n<p>def sample_function(x, y):<\/p>\n<p>    result = x + y<\/p>\n<p>    embed()  # \u8fdb\u5165\u4ea4\u4e92\u5f0f\u73af\u5883<\/p>\n<p>    return result<\/p>\n<p>print(sample_function(5, 10))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>5.2 \u4f7f\u7528Jupyter Notebook<\/h4>\n<\/p>\n<p><p>Jupyter Notebook\u662f\u4e00\u79cd\u57fa\u4e8eWeb\u7684\u4ea4\u4e92\u5f0f\u8ba1\u7b97\u73af\u5883\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<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def sample_function(x, y):<\/p>\n<p>    result = x + y<\/p>\n<p>    return result<\/p>\n<p>result = sample_function(5, 10)<\/p>\n<p>print(result)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728Jupyter Notebook\u4e2d\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u5355\u5143\u683c\u6765\u9010\u6b65\u8fd0\u884c\u4ee3\u7801\uff0c\u5e76\u67e5\u770b\u53d8\u91cf\u7684\u503c\u548c\u72b6\u6001\u3002<\/p>\n<\/p>\n<p><h3>\u516d\u3001\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>\u67e5\u770bPython\u7a0b\u5e8f\u4e2d\u53d8\u91cf\u7684\u503c\u662f\u8c03\u8bd5\u548c\u4f18\u5316\u4ee3\u7801\u7684\u57fa\u672c\u65b9\u6cd5\u3002\u901a\u8fc7\u4f7f\u7528\u8c03\u8bd5\u5668\u3001\u6253\u5370\u8bed\u53e5\u3001\u65e5\u5fd7\u8bb0\u5f55\u3001IDE\u8c03\u8bd5\u5668\u3001\u4ea4\u4e92\u5f0f\u73af\u5883\u7b49\u65b9\u6cd5\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u6df1\u5165\u4e86\u89e3\u4ee3\u7801\u7684\u6267\u884c\u6d41\u7a0b\uff0c\u53d1\u73b0\u548c\u4fee\u590d\u9519\u8bef\uff0c\u4f18\u5316\u7a0b\u5e8f\u6027\u80fd\u3002\u6bcf\u79cd\u65b9\u6cd5\u90fd\u6709\u5176\u4f18\u70b9\u548c\u9002\u7528\u573a\u666f\uff0c\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u5c06\u6709\u52a9\u4e8e\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>\u8c03\u8bd5\u5668<\/strong>\uff1a\u9002\u7528\u4e8e\u8be6\u7ec6\u8c03\u8bd5\u548c\u9010\u884c\u68c0\u67e5\u4ee3\u7801\u3002<\/li>\n<li><strong>\u6253\u5370\u8bed\u53e5<\/strong>\uff1a\u9002\u7528\u4e8e\u5feb\u901f\u3001\u7b80\u5355\u7684\u8c03\u8bd5\u3002<\/li>\n<li><strong>\u65e5\u5fd7\u8bb0\u5f55<\/strong>\uff1a\u9002\u7528\u4e8e\u7cfb\u7edf\u5316\u3001\u4e13\u4e1a\u7684\u8c03\u8bd5\u548c\u76d1\u63a7\u3002<\/li>\n<li><strong>IDE\u8c03\u8bd5\u529f\u80fd<\/strong>\uff1a\u9002\u7528\u4e8e\u56fe\u5f62\u754c\u9762\u4e0b\u7684\u76f4\u89c2\u8c03\u8bd5\u3002<\/li>\n<li><strong>\u4ea4\u4e92\u5f0f\u73af\u5883<\/strong>\uff1a\u9002\u7528\u4e8e\u5feb\u901f\u539f\u578b\u8bbe\u8ba1\u548c\u6570\u636e\u5206\u6790\u3002<\/li>\n<\/ul>\n<p><p>\u901a\u8fc7\u7efc\u5408\u8fd0\u7528\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u53ef\u4ee5\u6709\u6548\u63d0\u5347\u5f00\u53d1\u8005\u7684\u8c03\u8bd5\u80fd\u529b\u548c\u4ee3\u7801\u8d28\u91cf\uff0c\u786e\u4fddPython\u7a0b\u5e8f\u7684\u6b63\u786e\u6027\u548c\u9ad8\u6548\u6027\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u67e5\u770b\u53d8\u91cf\u7684\u5f53\u524d\u503c\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u65b9\u6cd5\u6765\u67e5\u770b\u53d8\u91cf\u7684\u5f53\u524d\u503c\u3002\u6700\u5e38\u89c1\u7684\u65b9\u6cd5\u662f\u901a\u8fc7\u6253\u5370\u8bed\u53e5\uff0c\u4f8b\u5982\u4f7f\u7528<code>print()<\/code>\u51fd\u6570\u6765\u8f93\u51fa\u53d8\u91cf\u7684\u503c\u3002\u6b64\u5916\uff0c\u4f7f\u7528\u4ea4\u4e92\u5f0f\u5f00\u53d1\u73af\u5883\uff08\u5982Jupyter Notebook\u6216Python\u7684IDLE\uff09\u53ef\u4ee5\u5b9e\u65f6\u67e5\u770b\u53d8\u91cf\u7684\u503c\u3002\u8c03\u8bd5\u5de5\u5177\uff08\u5982pdb\u6216PyCharm\u7684\u8c03\u8bd5\u5668\uff09\u4e5f\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u9010\u6b65\u6267\u884c\u4ee3\u7801\u5e76\u68c0\u67e5\u53d8\u91cf\u3002<\/p>\n<p><strong>\u5728\u8c03\u8bd5Python\u7a0b\u5e8f\u65f6\uff0c\u5982\u4f55\u65b9\u4fbf\u5730\u76d1\u63a7\u53d8\u91cf\u7684\u53d8\u5316\uff1f<\/strong><br \/>\u8c03\u8bd5\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u65ad\u70b9\u6765\u76d1\u63a7\u53d8\u91cf\u7684\u53d8\u5316\u3002\u901a\u8fc7\u5728\u4ee3\u7801\u7684\u7279\u5b9a\u4f4d\u7f6e\u8bbe\u7f6e\u65ad\u70b9\uff0c\u7a0b\u5e8f\u5728\u6267\u884c\u5230\u8be5\u4f4d\u7f6e\u65f6\u4f1a\u6682\u505c\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u67e5\u770b\u5f53\u524d\u6240\u6709\u53d8\u91cf\u7684\u503c\u3002\u6b64\u5916\uff0c\u4f7f\u7528Python\u5185\u7f6e\u7684pdb\u6a21\u5757\uff0c\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u8fd0\u884c\u7a0b\u5e8f\u5e76\u8f93\u5165\u547d\u4ee4\u6765\u68c0\u67e5\u53d8\u91cf\u7684\u503c\uff0c\u50cf\u662f<code>p variable_name<\/code>\u3002<\/p>\n<p><strong>\u6709\u6ca1\u6709\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u6211\u66f4\u597d\u5730\u67e5\u770b\u548c\u7ba1\u7406Python\u4e2d\u7684\u53d8\u91cf\uff1f<\/strong><br \/>\u786e\u5b9e\u5b58\u5728\u591a\u79cd\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u7ba1\u7406\u548c\u67e5\u770b\u53d8\u91cf\u3002\u4f8b\u5982\uff0c\u4f7f\u7528Jupyter Notebook\u7684<code>%whos<\/code>\u547d\u4ee4\uff0c\u53ef\u4ee5\u5217\u51fa\u5f53\u524d\u547d\u540d\u7a7a\u95f4\u4e2d\u6240\u6709\u53d8\u91cf\u53ca\u5176\u7c7b\u578b\u548c\u5185\u5bb9\u3002IDE\u5982PyCharm\u548cVisual Studio Code\u63d0\u4f9b\u4e86\u56fe\u5f62\u5316\u7684\u53d8\u91cf\u76d1\u63a7\u529f\u80fd\uff0c\u53ef\u4ee5\u5728\u8c03\u8bd5\u8fc7\u7a0b\u4e2d\u8f7b\u677e\u67e5\u770b\u548c\u4fee\u6539\u53d8\u91cf\u7684\u503c\u3002\u540c\u65f6\uff0c\u4f7f\u7528<code>locals()<\/code>\u548c<code>globals()<\/code>\u51fd\u6570\u4e5f\u53ef\u4ee5\u83b7\u53d6\u5f53\u524d\u5c40\u90e8\u548c\u5168\u5c40\u547d\u540d\u7a7a\u95f4\u4e2d\u7684\u6240\u6709\u53d8\u91cf\u53ca\u5176\u503c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\u67e5\u770b\u8fd0\u884c\u7a0b\u5e8f\u7684\u53d8\u91cf\u503c\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528\u8c03\u8bd5\u5668\u3001\u6253\u5370\u8bed\u53e5\u3001\u65e5\u5fd7\u8bb0\u5f55\u3001\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u7684 [&hellip;]","protected":false},"author":3,"featured_media":1139744,"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\/1139732"}],"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=1139732"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1139732\/revisions"}],"predecessor-version":[{"id":1139749,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1139732\/revisions\/1139749"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1139744"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1139732"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1139732"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1139732"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}