{"id":367,"date":"2025-12-01T10:05:54","date_gmt":"2025-12-01T02:05:54","guid":{"rendered":"https:\/\/www.52runoob.com\/?p=367"},"modified":"2025-12-01T10:05:54","modified_gmt":"2025-12-01T02:05:54","slug":"spyder%e4%b9%8bdebugging%e8%b0%83%e8%af%95%e7%ae%80%e4%bb%8b_spyder-debug","status":"publish","type":"post","link":"https:\/\/www.52runoob.com\/index.php\/2025\/12\/01\/spyder%e4%b9%8bdebugging%e8%b0%83%e8%af%95%e7%ae%80%e4%bb%8b_spyder-debug\/","title":{"rendered":"Spyder\u4e4bDebugging\u8c03\u8bd5\u7b80\u4ecb_spyder debug"},"content":{"rendered":"\n<p>\u4e0b\u9762\u7ed9\u4f60\u4e00\u4efd <strong>\u6700\u6e05\u6670\u3001\u6700\u5b9e\u7528\u7684 Spyder\uff08Python IDE\uff09Debug \u8c03\u8bd5\u7b80\u4ecb<\/strong>\uff0c\u9002\u5408\u521d\u5b66\u8005\u548c\u5df2\u7ecf\u4f7f\u7528\u8fc7 Spyder \u7684\u5f00\u53d1\u8005\u5feb\u901f\u638c\u63e1\u8c03\u8bd5\u6280\u5de7\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udc1e <strong>Spyder Debugging \u8c03\u8bd5\u7b80\u4ecb<\/strong><\/h1>\n\n\n\n<p>Spyder \u662f\u57fa\u4e8e Python \u7684\u79d1\u5b66\u8ba1\u7b97 IDE\uff0c\u5185\u7f6e\u5f3a\u5927\u7684\u53ef\u89c6\u5316\u8c03\u8bd5\u5668 <strong>pdb++\uff08\u589e\u5f3a\u7248 pdb\uff09<\/strong>\uff0c\u5e76\u901a\u8fc7 GUI \u8ba9\u8c03\u8bd5\u66f4\u76f4\u89c2\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udd27 <strong>\u4e00\u3001Debug \u8c03\u8bd5\u7684\u6838\u5fc3\u529f\u80fd<\/strong><\/h1>\n\n\n\n<p>Spyder \u7684 Debug \u6a21\u5757\u53ef\u5e2e\u52a9\u4f60\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9010\u884c\u6267\u884c\uff08Step\uff09<\/li>\n\n\n\n<li>\u8df3\u5165\u51fd\u6570\uff08Step in\uff09<\/li>\n\n\n\n<li>\u8df3\u8fc7\u51fd\u6570\uff08Step over\uff09<\/li>\n\n\n\n<li>\u8df3\u51fa\u5f53\u524d\u51fd\u6570\uff08Step out\uff09<\/li>\n\n\n\n<li>\u8bbe\u7f6e\u65ad\u70b9\uff08Breakpoints\uff09<\/li>\n\n\n\n<li>\u67e5\u770b\u53d8\u91cf\u503c\uff08Variable Explorer\uff09<\/li>\n\n\n\n<li>\u67e5\u770b\u5806\u6808\uff08Stack\uff09<\/li>\n\n\n\n<li>\u67e5\u770b\u5f53\u524d\u6267\u884c\u4f4d\u7f6e\uff08\u5f53\u524d\u884c\u9ad8\u4eae\uff09<\/li>\n\n\n\n<li>\u8fd0\u884c\u5230\u5149\u6807\uff08Run to cursor\uff09<\/li>\n\n\n\n<li>\u624b\u52a8\u8f93\u5165\u8c03\u8bd5\u547d\u4ee4\uff08pdb \u547d\u4ee4\uff09<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udfe6 <strong>\u4e8c\u3001\u5982\u4f55\u8fdb\u5165 Debug \u6a21\u5f0f\uff084 \u79cd\u65b9\u5f0f\uff09<\/strong><\/h1>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1. \u5728\u4ee3\u7801\u91cc\u8bbe\u7f6e\u65ad\u70b9\uff08Recommended\uff09<\/strong><\/h2>\n\n\n\n<p>\u5728\u884c\u53f7\u5de6\u4fa7<strong>\u70b9\u51fb\u4e00\u6b21<\/strong> \u2192 \u51fa\u73b0\u4e00\u4e2a\u7ea2\u70b9\u3002<\/p>\n\n\n\n<p>\u7136\u540e\u70b9\u51fb\u5de5\u5177\u680f\u7684\uff1a<\/p>\n\n\n\n<p>\u25b6 <strong>Debug file<\/strong><\/p>\n\n\n\n<p>\u7a0b\u5e8f\u4f1a\u8fd0\u884c\u5230\u65ad\u70b9\u5904\u81ea\u52a8\u6682\u505c\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2. \u4f7f\u7528 Debug \u25b6 Run\uff08\u6309 F5\uff09<\/strong><\/h2>\n\n\n\n<p>\u9009\u62e9\uff1a<\/p>\n\n\n\n<p><code>Debug -&gt; Debug with dependency<\/code><br>\u6216<br>\u5de5\u5177\u680f\u7684 <strong>\ud83d\udc1e\u56fe\u6807<\/strong><\/p>\n\n\n\n<p>\u9002\u5408\u60f3\u9010\u884c\u6267\u884c\u6574\u4e2a\u7a0b\u5e8f\u7684\u4eba\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3. \u4f7f\u7528 \u201cDebug cell\u201d \u5728 Notebook \u6a21\u5f0f\u4e0b\u8c03\u8bd5<\/strong><\/h2>\n\n\n\n<p>Spyder \u652f\u6301 &#8220;cell \u5206\u5757&#8221;\uff08\u4ee5 <code># %%<\/code> \u5206\u5272\uff09\u3002<\/p>\n\n\n\n<p>\u5728\u67d0\u4e2a cell \u91cc\u70b9\u53f3\u952e \u2192 <strong>Debug cell<\/strong><\/p>\n\n\n\n<p>\u53ef\u7528\u4e8e\u5206\u6790\u5c0f\u7247\u6bb5\u4ee3\u7801\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4. \u624b\u52a8\u63d2\u5165 pdb<\/strong><\/h2>\n\n\n\n<p>\u5728\u4ee3\u7801\u4e2d\u52a0\u5165\uff1a<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nimport pdb; pdb.set_trace()\n\n<\/pre><\/div>\n\n\n<p>\u8fd0\u884c\u540e\u4f1a\u81ea\u52a8\u8fdb\u5165\u8c03\u8bd5\u5668\u3002<br>\u9002\u5408\u4f20\u7edf\u63a7\u5236\u53f0\u8c03\u8bd5\u98ce\u683c\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udfe9 <strong>\u4e09\u3001Spyder \u8c03\u8bd5\u5668\u6309\u94ae\u8be6\u89e3<\/strong><\/h1>\n\n\n\n<p>\u8c03\u8bd5\u65f6\u4f1a\u51fa\u73b0\u4e00\u7ec4\u6309\u94ae\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6309\u94ae<\/th><th>\u52a8\u4f5c<\/th><th>\u8bf4\u660e<\/th><\/tr><\/thead><tbody><tr><td>\u25b6 Continue<\/td><td>\u7ee7\u7eed\u6267\u884c\u5230\u4e0b\u4e00\u4e2a\u65ad\u70b9<\/td><td>\u6700\u5e38\u7528<\/td><\/tr><tr><td>\u27a4 Step over<\/td><td>\u6267\u884c\u4e0b\u4e00\u884c\uff0c\u4e0d\u8fdb\u5165\u51fd\u6570\u5185<\/td><td>\u8df3\u8fc7\u5185\u90e8\u51fd\u6570<\/td><\/tr><tr><td>\u2935 Step into<\/td><td>\u8fdb\u5165\u51fd\u6570\u5185\u6267\u884c<\/td><td>\u8ffd\u8e2a\u51fd\u6570\u5185\u90e8\u903b\u8f91<\/td><\/tr><tr><td>\u2934 Step out<\/td><td>\u6267\u884c\u5f53\u524d\u51fd\u6570\u5269\u4f59\u90e8\u5206\u5e76\u8fd4\u56de<\/td><td>\u9000\u51fa\u51fd\u6570\u5185\u90e8<\/td><\/tr><tr><td>\u2316 Run to cursor<\/td><td>\u8fd0\u884c\u5230\u5149\u6807\u5904<\/td><td>\u4e34\u65f6\u5feb\u901f\u8df3\u8fc7\u4e2d\u95f4\u4ee3\u7801<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udfe8 <strong>\u56db\u3001Variable Explorer\uff08\u53d8\u91cf\u67e5\u770b\uff09\u662f Spyder \u7684\u738b\u724c<\/strong><\/h1>\n\n\n\n<p>\u8c03\u8bd5\u505c\u4f4f\u65f6\uff0c\u4f60\u53ef\u4ee5\u76f4\u63a5\u770b\u5230\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6570\u5b57 \/ \u5b57\u7b26\u4e32\uff08\u76f4\u63a5\u663e\u793a\uff09<\/li>\n\n\n\n<li>\u5217\u8868\u3001Dict<\/li>\n\n\n\n<li>Numpy \u6570\u7ec4\uff08\u53ef\u6253\u5f00\u4e3a\u8868\u683c\uff09<\/li>\n\n\n\n<li>Pandas DataFrame\uff08\u50cf Excel\uff09<\/li>\n\n\n\n<li>\u81ea\u5b9a\u4e49\u5bf9\u8c61<\/li>\n<\/ul>\n\n\n\n<p>\u4f60\u53ef\u4ee5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53cc\u51fb\u53d8\u91cf \u2192 \u67e5\u770b\u5185\u5bb9<\/li>\n\n\n\n<li>\u4fee\u6539\u53d8\u91cf\u503c \u2192 \u5b9e\u65f6\u751f\u6548<\/li>\n\n\n\n<li>\u53f3\u952e\uff1aCopy\u3001Plot\u3001Save<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u6bd4 VS Code \u6216 PyCharm \u66f4\u9002\u5408\u6570\u636e\u79d1\u5b66\u8c03\u8bd5\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udfe7 <strong>\u4e94\u3001\u65ad\u70b9\u7ba1\u7406\uff08Breakpoints \u9762\u677f\uff09<\/strong><\/h1>\n\n\n\n<p>\u70b9\u51fb <strong>Debug \u2192 Breakpoints<\/strong>\uff1a<\/p>\n\n\n\n<p>\u53ef\u4ee5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u67e5\u770b\u6240\u6709\u65ad\u70b9<\/li>\n\n\n\n<li>\u5feb\u901f\u542f\u7528\/\u7981\u7528<\/li>\n\n\n\n<li>\u5220\u9664\u65ad\u70b9<\/li>\n\n\n\n<li>\u6dfb\u52a0\u5e26\u6761\u4ef6\u7684\u65ad\u70b9\uff08Conditional breakpoint\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u4f8b\u5982\uff1a<br>\u53f3\u952e\u65ad\u70b9 \u2192 \u6dfb\u52a0\u6761\u4ef6<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nx &gt; 10\n\n<\/pre><\/div>\n\n\n<p>\u7a0b\u5e8f\u53ea\u5728 <code>x &gt; 10<\/code> \u65f6\u505c\u4e0b\uff0c\u975e\u5e38\u65b9\u4fbf\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udfe5 <strong>\u516d\u3001\u6700\u5b9e\u7528 Debug \u5de5\u4f5c\u6d41\uff08\u63a8\u8350\uff09<\/strong><\/h1>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5728\u53ef\u7591\u884c\u52a0 1\uff5e2 \u4e2a\u65ad\u70b9<\/li>\n\n\n\n<li>\u70b9\u51fb Debug file<\/li>\n\n\n\n<li>\u7a0b\u5e8f\u505c\u4f4f\u540e\u67e5\u770b\u53d8\u91cf<\/li>\n\n\n\n<li>Step over \/ Step into \u8ddf\u8e2a\u903b\u8f91<\/li>\n\n\n\n<li>\u5fc5\u8981\u65f6\u4fee\u6539\u53d8\u91cf\u91cd\u65b0\u8fd0\u884c<\/li>\n\n\n\n<li>\u5f53\u7a0b\u5e8f\u6b63\u5e38\u65f6\u5220\u9664\u65ad\u70b9<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udd25 \u4e03\u3001Spyder Debug \u7684\u5e38\u89c1\u95ee\u9898<\/h1>\n\n\n\n<h3 class=\"wp-block-heading\">\u25a0 \u7a0b\u5e8f\u4e0d\u8fdb\u5165 Debug \u6a21\u5f0f\uff1f<\/h3>\n\n\n\n<p>\u4f60\u53ef\u80fd\u7528\u4e86 \u201cRun file\u201d \u800c\u4e0d\u662f \u201cDebug file\u201d\u3002<\/p>\n\n\n\n<p>\u4f7f\u7528\u5de5\u5177\u680f\u4e2d\u5e26 <strong>\ud83d\udc1e \u56fe\u6807<\/strong> \u7684\u8fd0\u884c\u6309\u94ae\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u25a0 \u65ad\u70b9\u4e0d\u8d77\u4f5c\u7528\uff1f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6587\u4ef6\u672a\u4fdd\u5b58<\/li>\n\n\n\n<li>\u65ad\u70b9\u5904\u4ee3\u7801\u672a\u88ab\u6267\u884c\u5230<\/li>\n\n\n\n<li>\u6b63\u5728\u8c03\u8bd5\u65e7\u7248\u672c\u7f13\u5b58\uff08\u91cd\u542f Spyder\uff09<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u25a0 \u6b7b\u5faa\u73af\u65e0\u6cd5\u9000\u51fa\uff1f<\/h3>\n\n\n\n<p>\u8c03\u8bd5\u5de5\u5177\u680f\u53f3\u4fa7\u6709 <strong>\ud83d\udfe5 \u505c\u6b62\uff08Stop\uff09<\/strong>\uff0c\u5f3a\u5236\u7ec8\u6b62\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e0b\u9762\u7ed9\u4f60\u4e00\u4efd \u6700\u6e05\u6670\u3001\u6700\u5b9e\u7528\u7684 Spyder\uff08Python IDE\uff09Debug &#8230; <a class=\"more-link\" href=\"https:\/\/www.52runoob.com\/index.php\/2025\/12\/01\/spyder%e4%b9%8bdebugging%e8%b0%83%e8%af%95%e7%ae%80%e4%bb%8b_spyder-debug\/\">Continue Reading &rarr;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[],"class_list":["post-367","post","type-post","status-publish","format-standard","hentry","category-12"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/posts\/367","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/comments?post=367"}],"version-history":[{"count":1,"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/posts\/367\/revisions"}],"predecessor-version":[{"id":368,"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/posts\/367\/revisions\/368"}],"wp:attachment":[{"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/media?parent=367"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/categories?post=367"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.52runoob.com\/index.php\/wp-json\/wp\/v2\/tags?post=367"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}