{"id":43894,"date":"2025-08-05T17:24:06","date_gmt":"2025-08-05T08:24:06","guid":{"rendered":"https:\/\/techgym.jp\/?p=43894"},"modified":"2025-08-05T17:24:08","modified_gmt":"2025-08-05T08:24:08","slug":"python-copy-deepcopy","status":"publish","type":"post","link":"https:\/\/techgym.jp\/column\/python-copy-deepcopy\/","title":{"rendered":"Python\u306e\u30b3\u30d4\u30fc\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308b\uff1acopy()\u3068deepcopy()\u306e\u9055\u3044\u3092\u5fb9\u5e95\u89e3\u8aac"},"content":{"rendered":"\n<div id=\"model-response-message-contentr_725f31e1f063340b\" class=\"markdown markdown-main-panel stronger enable-updated-hr-color\" dir=\"ltr\"><br \/>\n<p>\u00a0<\/p>\n<p>Python\u3067\u30ea\u30b9\u30c8\u3084\u8f9e\u66f8\u306a\u3069\u306e<b>\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\uff08\u5909\u66f4\u53ef\u80fd\uff09\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8<\/b>\u3092\u6271\u3046\u969b\u3001\u300c<b>\u30b3\u30d4\u30fc<\/b>\u300d\u306e\u6982\u5ff5\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u5b89\u6613\u306a\u30b3\u30d4\u30fc\u306f\u3001\u4e88\u671f\u305b\u306c\u30c7\u30fc\u30bf\u306e\u5909\u66f4\u306b\u3064\u306a\u304c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Python\u306b\u304a\u3051\u308b**\u6d45\u3044\u30b3\u30d4\u30fc\uff08<code>copy()<\/code>\uff09<b>\u3068<\/b>\u6df1\u3044\u30b3\u30d4\u30fc\uff08<code>deepcopy()<\/code>\uff09**\u306e\u9055\u3044\u3092\u3001\u5177\u4f53\u7684\u306a\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u4ea4\u3048\u306a\u304c\u3089\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<hr \/>\n<p>\u00a0<\/p>\n<h2>\u306a\u305c\u30b3\u30d4\u30fc\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u304b\uff1f<\/h2>\n<p>\u00a0<\/p>\n<p>Python\u3067\u306f\u3001\u5909\u6570\u306b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4ee3\u5165\u3059\u308b\u3068\u3001\u305d\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u300c\u53c2\u7167\u300d\u304c\u30b3\u30d4\u30fc\u3055\u308c\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u65b0\u3057\u3044\u5909\u6570\u3082\u540c\u3058\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u6307\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<div class=\"code-block ng-tns-c2867604857-159 ng-animate-disabled ng-trigger ng-trigger-codeBlockRevealAnimation\">\n<div class=\"code-block-decoration header-formatted gds-title-s ng-tns-c2867604857-159 ng-star-inserted\"><span class=\"ng-tns-c2867604857-159\">Python<\/span>\n<div class=\"buttons ng-tns-c2867604857-159 ng-star-inserted\">\u00a0<\/div>\n<\/div>\n<div class=\"formatted-code-block-internal-container ng-tns-c2867604857-159\">\n<div class=\"animated-opacity ng-tns-c2867604857-159\">\n<pre class=\"ng-tns-c2867604857-159\"><code class=\"code-container formatted ng-tns-c2867604857-159\" role=\"text\" data-test-id=\"code-content\">original_list = [<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>]\ncopied_reference = original_list <span class=\"hljs-comment\"># \u53c2\u7167\u3092\u30b3\u30d4\u30fc<\/span>\n\ncopied_reference.append(<span class=\"hljs-number\">4<\/span>) <span class=\"hljs-comment\"># copied_reference \u3092\u5909\u66f4<\/span>\n\nprint(original_list)\n<span class=\"hljs-comment\"># \u51fa\u529b: [1, 2, 3, 4]<\/span>\n<span class=\"hljs-comment\"># original_list \u3082\u5909\u66f4\u3055\u308c\u3066\u3057\u307e\u3046\uff01<\/span>\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u53c2\u7167\u30b3\u30d4\u30fc\u3067\u306f\u3001\u4e00\u65b9\u3092\u5909\u66f4\u3059\u308b\u3068\u3082\u3046\u4e00\u65b9\u3082\u5f71\u97ff\u3092\u53d7\u3051\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u3053\u308c\u3092\u907f\u3051\u308b\u305f\u3081\u306b\u306f\u3001<b>\u72ec\u7acb\u3057\u305f\u30b3\u30d4\u30fc<\/b>\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u767b\u5834\u3059\u308b\u306e\u304c\u3001\u6d45\u3044\u30b3\u30d4\u30fc\u3068\u6df1\u3044\u30b3\u30d4\u30fc\u3067\u3059\u3002<\/p>\n<hr \/>\n<p>\u00a0<\/p>\n<h2>\u6d45\u3044\u30b3\u30d4\u30fc\uff08Shallow Copy\uff09\uff1a<code>copy.copy()<\/code><\/h2>\n<p>\u00a0<\/p>\n<p><b>\u6d45\u3044\u30b3\u30d4\u30fc<\/b>\u306f\u3001\u5143\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u300c\u8868\u5c64\u300d\u306e\u307f\u3092\u30b3\u30d4\u30fc\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u65b0\u3057\u3044\u30b3\u30f3\u30c6\u30ca\uff08\u30ea\u30b9\u30c8\u3084\u8f9e\u66f8\u306a\u3069\uff09\u306f\u4f5c\u6210\u3055\u308c\u307e\u3059\u304c\u3001\u305d\u306e\u30b3\u30f3\u30c6\u30ca\u5185\u306b\u542b\u307e\u308c\u308b\u8981\u7d20\uff08\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\uff09\u306f\u3001\u5143\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068<b>\u540c\u3058\u3082\u306e\u3092\u53c2\u7167<\/b>\u3057\u307e\u3059\u3002<\/p>\n<p><code>copy<\/code>\u30e2\u30b8\u30e5\u30fc\u30eb\u306e<code>copy()<\/code>\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u304b\u3001\u30ea\u30b9\u30c8\u306e\u5834\u5408\u306f\u30b9\u30e9\u30a4\u30b9<code>[:]<\/code>\u3084<code>list()<\/code>\u30b3\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u3092\u4f7f\u3046\u3053\u3068\u3067\u6d45\u3044\u30b3\u30d4\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u00a0<\/p>\n<h3><code>copy.copy()<\/code>\u306e\u57fa\u672c<\/h3>\n<p>\u00a0<\/p>\n<div class=\"code-block ng-tns-c2867604857-160 ng-animate-disabled ng-trigger ng-trigger-codeBlockRevealAnimation\">\n<div class=\"code-block-decoration header-formatted gds-title-s ng-tns-c2867604857-160 ng-star-inserted\"><span class=\"ng-tns-c2867604857-160\">Python<\/span>\n<div class=\"buttons ng-tns-c2867604857-160 ng-star-inserted\">\u00a0<\/div>\n<\/div>\n<div class=\"formatted-code-block-internal-container ng-tns-c2867604857-160\">\n<div class=\"animated-opacity ng-tns-c2867604857-160\">\n<pre class=\"ng-tns-c2867604857-160\"><code class=\"code-container formatted ng-tns-c2867604857-160\" role=\"text\" data-test-id=\"code-content\"><span class=\"hljs-keyword\">import<\/span> copy\n\noriginal_list = [<span class=\"hljs-number\">1<\/span>, [<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>], <span class=\"hljs-number\">4<\/span>]\nshallow_copied_list = copy.copy(original_list)\n\nprint(<span class=\"hljs-string\">f\"\u30aa\u30ea\u30b8\u30ca\u30eb: <span class=\"hljs-subst\">{original_list}<\/span>\"<\/span>)\nprint(<span class=\"hljs-string\">f\"\u6d45\u3044\u30b3\u30d4\u30fc: <span class=\"hljs-subst\">{shallow_copied_list}<\/span>\"<\/span>)\n<span class=\"hljs-comment\"># \u51fa\u529b\u4f8b:<\/span>\n<span class=\"hljs-comment\"># \u30aa\u30ea\u30b8\u30ca\u30eb: [1, [2, 3], 4]<\/span>\n<span class=\"hljs-comment\"># \u6d45\u3044\u30b3\u30d4\u30fc: [1, [2, 3], 4]<\/span>\n\n<span class=\"hljs-comment\"># 1. \u6d45\u3044\u30b3\u30d4\u30fc\u306e\u300c\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u3067\u306a\u3044\u8981\u7d20\u300d\u3092\u5909\u66f4<\/span>\nshallow_copied_list[<span class=\"hljs-number\">0<\/span>] = <span class=\"hljs-number\">99<\/span>\nprint(<span class=\"hljs-string\">f\"\\n\u5909\u66f4\u5f8c\uff08\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u3067\u306a\u3044\u8981\u7d20\uff09:\"<\/span>)\nprint(<span class=\"hljs-string\">f\"\u30aa\u30ea\u30b8\u30ca\u30eb: <span class=\"hljs-subst\">{original_list}<\/span>\"<\/span>)\nprint(<span class=\"hljs-string\">f\"\u6d45\u3044\u30b3\u30d4\u30fc: <span class=\"hljs-subst\">{shallow_copied_list}<\/span>\"<\/span>)\n<span class=\"hljs-comment\"># \u51fa\u529b\u4f8b:<\/span>\n<span class=\"hljs-comment\"># \u30aa\u30ea\u30b8\u30ca\u30eb: [1, [2, 3], 4]  # \u5f71\u97ff\u306a\u3057<\/span>\n<span class=\"hljs-comment\"># \u6d45\u3044\u30b3\u30d4\u30fc: [99, [2, 3], 4]<\/span>\n\n<span class=\"hljs-comment\"># 2. \u6d45\u3044\u30b3\u30d4\u30fc\u306e\u300c\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u306a\u8981\u7d20\u300d\u3092\u5909\u66f4<\/span>\nshallow_copied_list[<span class=\"hljs-number\">1<\/span>].append(<span class=\"hljs-number\">5<\/span>) <span class=\"hljs-comment\"># \u30cd\u30b9\u30c8\u3055\u308c\u305f\u30ea\u30b9\u30c8\u3092\u5909\u66f4<\/span>\nprint(<span class=\"hljs-string\">f\"\\n\u5909\u66f4\u5f8c\uff08\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u306a\u8981\u7d20\uff09:\"<\/span>)\nprint(<span class=\"hljs-string\">f\"\u30aa\u30ea\u30b8\u30ca\u30eb: <span class=\"hljs-subst\">{original_list}<\/span>\"<\/span>)\nprint(<span class=\"hljs-string\">f\"\u6d45\u3044\u30b3\u30d4\u30fc: <span class=\"hljs-subst\">{shallow_copied_list}<\/span>\"<\/span>)\n<span class=\"hljs-comment\"># \u51fa\u529b\u4f8b:<\/span>\n<span class=\"hljs-comment\"># \u30aa\u30ea\u30b8\u30ca\u30eb: [1, [2, 3, 5], 4]  # \u30aa\u30ea\u30b8\u30ca\u30eb\u3082\u5909\u66f4\u3055\u308c\u3066\u3057\u307e\u3046\uff01<\/span>\n<span class=\"hljs-comment\"># \u6d45\u3044\u30b3\u30d4\u30fc: [99, [2, 3, 5], 4]<\/span>\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<p>\u4e0a\u8a18\u306e\u4f8b\u304b\u3089\u308f\u304b\u308b\u3088\u3046\u306b\u3001\u6d45\u3044\u30b3\u30d4\u30fc\u3067\u306f\uff1a<\/p>\n<ul>\n<li>\n<p>\u30b3\u30d4\u30fc\u3057\u305f\u30ea\u30b9\u30c8\u81ea\u4f53\u306e\u8981\u7d20\u3092\u5909\u66f4\u3057\u3066\u3082\u3001\u5143\u306e\u30ea\u30b9\u30c8\u306e<b>\u30a4\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\uff08\u5909\u66f4\u4e0d\u53ef\u80fd\uff09\u306a\u8981\u7d20<\/b>\u306f\u5f71\u97ff\u3092\u53d7\u3051\u307e\u305b\u3093\u3002<\/p>\n<\/li>\n<li>\n<p>\u3057\u304b\u3057\u3001\u30b3\u30d4\u30fc\u3057\u305f\u30ea\u30b9\u30c8\u5185\u306e<b>\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u306a\u8981\u7d20\uff08\u3053\u306e\u5834\u5408\u306f\u5185\u5074\u306e\u30ea\u30b9\u30c8<code>[2, 3]<\/code>\uff09\u3092\u5909\u66f4\u3059\u308b\u3068\u3001\u5143\u306e\u30ea\u30b9\u30c8\u306e\u305d\u306e\u8981\u7d20\u3082\u5f71\u97ff\u3092\u53d7\u3051\u3066\u3057\u307e\u3044\u307e\u3059<\/b>\u3002\u306a\u305c\u306a\u3089\u3001\u4e21\u8005\u304c\u540c\u3058\u5185\u5074\u306e\u30ea\u30b9\u30c8\u3092\u53c2\u7167\u3057\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<h3>\u30ea\u30b9\u30c8\u7279\u6709\u306e\u6d45\u3044\u30b3\u30d4\u30fc\u65b9\u6cd5<\/h3>\n<p>\u00a0<\/p>\n<p>\u30ea\u30b9\u30c8\u306e\u5834\u5408\u3001<code>copy.copy()<\/code>\u4ee5\u5916\u306b\u3082\u6d45\u3044\u30b3\u30d4\u30fc\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"code-block ng-tns-c2867604857-161 ng-animate-disabled ng-trigger ng-trigger-codeBlockRevealAnimation\">\n<div class=\"code-block-decoration header-formatted gds-title-s ng-tns-c2867604857-161 ng-star-inserted\"><span class=\"ng-tns-c2867604857-161\">Python<\/span>\n<div class=\"buttons ng-tns-c2867604857-161 ng-star-inserted\">\u00a0<\/div>\n<\/div>\n<div class=\"formatted-code-block-internal-container ng-tns-c2867604857-161\">\n<div class=\"animated-opacity ng-tns-c2867604857-161\">\n<pre class=\"ng-tns-c2867604857-161\"><code class=\"code-container formatted ng-tns-c2867604857-161\" role=\"text\" data-test-id=\"code-content\">original_list = [<span class=\"hljs-number\">1<\/span>, [<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>], <span class=\"hljs-number\">4<\/span>]\n\n<span class=\"hljs-comment\"># \u30b9\u30e9\u30a4\u30b9 [:] \u3092\u4f7f\u3046\u65b9\u6cd5<\/span>\nshallow_copy_slice = original_list[:]\n\n<span class=\"hljs-comment\"># list() \u30b3\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u3092\u4f7f\u3046\u65b9\u6cd5<\/span>\nshallow_copy_constructor = <span class=\"hljs-built_in\">list<\/span>(original_list)\n\nprint(<span class=\"hljs-string\">f\"\u30b9\u30e9\u30a4\u30b9\u3067\u30b3\u30d4\u30fc: <span class=\"hljs-subst\">{shallow_copy_slice}<\/span>\"<\/span>)\nprint(<span class=\"hljs-string\">f\"list()\u3067\u30b3\u30d4\u30fc: <span class=\"hljs-subst\">{shallow_copy_constructor}<\/span>\"<\/span>)\n<span class=\"hljs-comment\"># \u3053\u308c\u3089\u3082 copy.copy() \u3068\u540c\u3058\u304f\u6d45\u3044\u30b3\u30d4\u30fc\u3067\u3059<\/span>\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<hr \/>\n<p>\u00a0<\/p>\n<h2>\u6df1\u3044\u30b3\u30d4\u30fc\uff08Deep Copy\uff09\uff1a<code>copy.deepcopy()<\/code><\/h2>\n<p>\u00a0<\/p>\n<p><b>\u6df1\u3044\u30b3\u30d4\u30fc<\/b>\u306f\u3001\u5143\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u305d\u306e\u4e2d\u306b\u542b\u307e\u308c\u308b\u3059\u3079\u3066\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\uff08\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3082\u542b\u3080\uff09\u3092\u518d\u5e30\u7684\u306b\u30b3\u30d4\u30fc\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5143\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u5b8c\u5168\u306b\u72ec\u7acb\u3057\u305f\u65b0\u3057\u3044\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u304c\u4f5c\u6210\u3055\u308c\u3001\u4e00\u65b9\u3092\u5909\u66f4\u3057\u3066\u3082\u3082\u3046\u4e00\u65b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p><code>copy<\/code>\u30e2\u30b8\u30e5\u30fc\u30eb\u306e<code>deepcopy()<\/code>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<div class=\"code-block ng-tns-c2867604857-162 ng-animate-disabled ng-trigger ng-trigger-codeBlockRevealAnimation\">\n<div class=\"code-block-decoration header-formatted gds-title-s ng-tns-c2867604857-162 ng-star-inserted\"><span class=\"ng-tns-c2867604857-162\">Python<\/span>\n<div class=\"buttons ng-tns-c2867604857-162 ng-star-inserted\">\u00a0<\/div>\n<\/div>\n<div class=\"formatted-code-block-internal-container ng-tns-c2867604857-162\">\n<div class=\"animated-opacity ng-tns-c2867604857-162\">\n<pre class=\"ng-tns-c2867604857-162\"><code class=\"code-container formatted ng-tns-c2867604857-162\" role=\"text\" data-test-id=\"code-content\"><span class=\"hljs-keyword\">import<\/span> copy\n\noriginal_list = [<span class=\"hljs-number\">1<\/span>, [<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>], <span class=\"hljs-number\">4<\/span>]\ndeep_copied_list = copy.deepcopy(original_list)\n\nprint(<span class=\"hljs-string\">f\"\u30aa\u30ea\u30b8\u30ca\u30eb: <span class=\"hljs-subst\">{original_list}<\/span>\"<\/span>)\nprint(<span class=\"hljs-string\">f\"\u6df1\u3044\u30b3\u30d4\u30fc: <span class=\"hljs-subst\">{deep_copied_list}<\/span>\"<\/span>)\n<span class=\"hljs-comment\"># \u51fa\u529b\u4f8b:<\/span>\n<span class=\"hljs-comment\"># \u30aa\u30ea\u30b8\u30ca\u30eb: [1, [2, 3], 4]<\/span>\n<span class=\"hljs-comment\"># \u6df1\u3044\u30b3\u30d4\u30fc: [1, [2, 3], 4]<\/span>\n\n<span class=\"hljs-comment\"># 1. \u6df1\u3044\u30b3\u30d4\u30fc\u306e\u300c\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u3067\u306a\u3044\u8981\u7d20\u300d\u3092\u5909\u66f4<\/span>\ndeep_copied_list[<span class=\"hljs-number\">0<\/span>] = <span class=\"hljs-number\">99<\/span>\nprint(<span class=\"hljs-string\">f\"\\n\u5909\u66f4\u5f8c\uff08\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u3067\u306a\u3044\u8981\u7d20\uff09:\"<\/span>)\nprint(<span class=\"hljs-string\">f\"\u30aa\u30ea\u30b8\u30ca\u30eb: <span class=\"hljs-subst\">{original_list}<\/span>\"<\/span>)\nprint(<span class=\"hljs-string\">f\"\u6df1\u3044\u30b3\u30d4\u30fc: <span class=\"hljs-subst\">{deep_copied_list}<\/span>\"<\/span>)\n<span class=\"hljs-comment\"># \u51fa\u529b\u4f8b:<\/span>\n<span class=\"hljs-comment\"># \u30aa\u30ea\u30b8\u30ca\u30eb: [1, [2, 3], 4] # \u5f71\u97ff\u306a\u3057<\/span>\n<span class=\"hljs-comment\"># \u6df1\u3044\u30b3\u30d4\u30fc: [99, [2, 3], 4]<\/span>\n\n<span class=\"hljs-comment\"># 2. \u6df1\u3044\u30b3\u30d4\u30fc\u306e\u300c\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u306a\u8981\u7d20\u300d\u3092\u5909\u66f4<\/span>\ndeep_copied_list[<span class=\"hljs-number\">1<\/span>].append(<span class=\"hljs-number\">5<\/span>) <span class=\"hljs-comment\"># \u30cd\u30b9\u30c8\u3055\u308c\u305f\u30ea\u30b9\u30c8\u3092\u5909\u66f4<\/span>\nprint(<span class=\"hljs-string\">f\"\\n\u5909\u66f4\u5f8c\uff08\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u306a\u8981\u7d20\uff09:\"<\/span>)\nprint(<span class=\"hljs-string\">f\"\u30aa\u30ea\u30b8\u30ca\u30eb: <span class=\"hljs-subst\">{original_list}<\/span>\"<\/span>)\nprint(<span class=\"hljs-string\">f\"\u6df1\u3044\u30b3\u30d4\u30fc: <span class=\"hljs-subst\">{deep_copied_list}<\/span>\"<\/span>)\n<span class=\"hljs-comment\"># \u51fa\u529b\u4f8b:<\/span>\n<span class=\"hljs-comment\"># \u30aa\u30ea\u30b8\u30ca\u30eb: [1, [2, 3], 4] # \u30aa\u30ea\u30b8\u30ca\u30eb\u306f\u5909\u66f4\u3055\u308c\u306a\u3044\uff01<\/span>\n<span class=\"hljs-comment\"># \u6df1\u3044\u30b3\u30d4\u30fc: [1, [2, 3, 5], 4]<\/span>\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<p>\u6df1\u3044\u30b3\u30d4\u30fc\u3067\u306f\u3001\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u306a\u8981\u7d20\u3092\u5909\u66f4\u3057\u3066\u3082\u3001\u5143\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f\u4e00\u5207\u5f71\u97ff\u304c\u306a\u3044\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u00a0<\/p>\n<h3><code>deepcopy()<\/code>\u306e\u4f7f\u7528\u306b\u95a2\u3059\u308b\u6ce8\u610f\u70b9<\/h3>\n<p>\u00a0<\/p>\n<ul>\n<li>\n<p><b>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/b>: <code>deepcopy()<\/code>\u306f\u3001\u3059\u3079\u3066\u306e\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u518d\u5e30\u7684\u306b\u30b3\u30d4\u30fc\u3059\u308b\u305f\u3081\u3001<b>\u51e6\u7406\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u3001\u30e1\u30e2\u30ea\u3092\u591a\u304f\u6d88\u8cbb\u3059\u308b<\/b>\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u3084\u975e\u5e38\u306b\u6df1\u3044\u30cd\u30b9\u30c8\u3092\u6301\u3064\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u5bfe\u3057\u3066\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><b>\u5faa\u74b0\u53c2\u7167<\/b>: <code>deepcopy()<\/code>\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u9593\u306b\u5faa\u74b0\u53c2\u7167\uff08A\u304cB\u3092\u53c2\u7167\u3057\u3001B\u304cA\u3092\u53c2\u7167\u3059\u308b\u3088\u3046\u306a\u69cb\u9020\uff09\u304c\u3042\u3063\u3066\u3082\u6b63\u3057\u304f\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<p>\u00a0<\/p>\n<h2>\u3069\u3061\u3089\u306e\u30b3\u30d4\u30fc\u3092\u4f7f\u3046\u3079\u304d\u304b\uff1f<\/h2>\n<p>\u00a0<\/p>\n<p>\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u3001\u6d45\u3044\u30b3\u30d4\u30fc\u3068\u6df1\u3044\u30b3\u30d4\u30fc\u3092\u4f7f\u3044\u5206\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\n<p><b>\u6d45\u3044\u30b3\u30d4\u30fc (<code>copy.copy()<\/code>\u3001<code>[:]<\/code>\u3001<code>list()<\/code>\u306a\u3069)<\/b>:<\/p>\n<ul>\n<li>\n<p>\u30ea\u30b9\u30c8\u3084\u8f9e\u66f8\u306e\u76f4\u4e0b\u306e\u8981\u7d20\u304c\u3059\u3079\u3066**\u30a4\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\uff08\u6570\u5024\u3001\u6587\u5b57\u5217\u3001\u30bf\u30d7\u30eb\u306a\u3069\uff09**\u3067\u3042\u308b\u5834\u5408\u3002<\/p>\n<\/li>\n<li>\n<p>\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u306a\u8981\u7d20\u304c\u3042\u308b\u304c\u3001\u305d\u308c\u3089\u3092\u5909\u66f4\u3059\u308b\u4e88\u5b9a\u304c\u306a\u3044\u3001\u3042\u308b\u3044\u306f\u610f\u56f3\u7684\u306b\u5171\u6709\u3057\u305f\u3044\u5834\u5408\u3002<\/p>\n<\/li>\n<li>\n<p>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u975e\u5e38\u306b\u91cd\u8981\u306a\u5834\u5408\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><b>\u6df1\u3044\u30b3\u30d4\u30fc (<code>copy.deepcopy()<\/code>)<\/b>:<\/p>\n<ul>\n<li>\n<p>\u30ea\u30b9\u30c8\u3084\u8f9e\u66f8\u306e\u4e2d\u306b<b>\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\uff08\u30ea\u30b9\u30c8\u3001\u8f9e\u66f8\u3001\u30ab\u30b9\u30bf\u30e0\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306a\u3069\uff09\u304c\u30cd\u30b9\u30c8\u3055\u308c\u3066\u304a\u308a<\/b>\u3001\u305d\u308c\u3089\u3092\u5909\u66f4\u3057\u3066\u3082\u5143\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b<b>\u7d76\u5bfe\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u305f\u304f\u306a\u3044<\/b>\u5834\u5408\u3002<\/p>\n<\/li>\n<li>\n<p>\u30c7\u30fc\u30bf\u306e\u5b8c\u5168\u306a\u72ec\u7acb\u6027\u3092\u78ba\u4fdd\u3057\u305f\u3044\u5834\u5408\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<p>\u00a0<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u00a0<\/p>\n<p>Python\u3067\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u30b3\u30d4\u30fc\u3059\u308b\u969b\u306b\u306f\u3001\u53c2\u7167\u30b3\u30d4\u30fc\u3001\u6d45\u3044\u30b3\u30d4\u30fc\u3001\u6df1\u3044\u30b3\u30d4\u30fc\u306e3\u3064\u306e\u6982\u5ff5\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n<ul>\n<li>\n<p><b>\u53c2\u7167\u30b3\u30d4\u30fc<\/b>: \u5909\u6570\u3092\u4ee3\u5165\u3059\u308b\u3060\u3051\u3067\u3001\u540c\u3058\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u6307\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><b>\u6d45\u3044\u30b3\u30d4\u30fc (<code>copy.copy()<\/code>, <code>[:]<\/code>, <code>list()<\/code>)<\/b>: \u65b0\u3057\u3044\u30b3\u30f3\u30c6\u30ca\u3092\u4f5c\u6210\u3059\u308b\u304c\u3001\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30df\u30e5\u30fc\u30bf\u30d6\u30eb\u306a\u8981\u7d20\u306f\u5143\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u5171\u6709\u3059\u308b\u3002<\/p>\n<\/li>\n<li>\n<p><b>\u6df1\u3044\u30b3\u30d4\u30fc (<code>copy.deepcopy()<\/code>)<\/b>: \u5143\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u30cd\u30b9\u30c8\u3055\u308c\u305f\u3059\u3079\u3066\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u5b8c\u5168\u306b\u72ec\u7acb\u3057\u3066\u30b3\u30d4\u30fc\u3059\u308b\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u9055\u3044\u3092\u6b63\u3057\u304f\u628a\u63e1\u3057\u3001\u72b6\u6cc1\u306b\u5fdc\u3058\u305f\u9069\u5207\u306a\u30b3\u30d4\u30fc\u65b9\u6cd5\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001Python\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u30d0\u30b0\u3092\u9632\u304e\u3001\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3092\u4fdd\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<p>\u25a0\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u30aa\u30ea\u30b8\u30ca\u30eb\u30a2\u30d7\u30ea\u3092\u958b\u767a\u30fb\u516c\u958b\u3057\u3066\u307f\u305f\uff01\uff01<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"yFxnQEZWQG\"><a href=\"https:\/\/techgym.jp\/column\/ori-app\/\">\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u30aa\u30ea\u30b8\u30ca\u30eb\u30a2\u30d7\u30ea\u3092\u958b\u767a\u30fb\u516c\u958b\u3057\u3066\u307f\u305f\uff01\uff01<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u30aa\u30ea\u30b8\u30ca\u30eb\u30a2\u30d7\u30ea\u3092\u958b\u767a\u30fb\u516c\u958b\u3057\u3066\u307f\u305f\uff01\uff01&#8221; &#8212; \u3010\u30c6\u30c3\u30af\u30b8\u30e0\u3011\u683c\u5b89\u30fb\u5bfe\u9762\u578b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\" src=\"https:\/\/techgym.jp\/column\/ori-app\/embed\/#?secret=MVWzKENyL9#?secret=yFxnQEZWQG\" data-secret=\"yFxnQEZWQG\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u25a0AI\u6642\u4ee3\u306e\u7b2c\u4e00\u6b69\uff01\u300cAI\u99c6\u52d5\u958b\u767a\u30b3\u30fc\u30b9\u300d\u306f\u3058\u3081\u307e\u3057\u305f\uff01<\/p>\n\n\n\n<p>\u30c6\u30c3\u30af\u30b8\u30e0\u6771\u4eac\u672c\u6821\u3067\u5148\u884c\u958b\u59cb\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"EKaic2ZoOz\"><a href=\"https:\/\/techgym.jp\/about\/ai-driven-development\/\">AI\u99c6\u52d5\u958b\u767a\/\u751f\u6210AI\u30a8\u30f3\u30b8\u30cb\u30a2\u30b3\u30fc\u30b9\uff08\u521d\u5fc3\u8005\u5411\u3051\uff09<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;AI\u99c6\u52d5\u958b\u767a\/\u751f\u6210AI\u30a8\u30f3\u30b8\u30cb\u30a2\u30b3\u30fc\u30b9\uff08\u521d\u5fc3\u8005\u5411\u3051\uff09&#8221; &#8212; \u3010\u30c6\u30c3\u30af\u30b8\u30e0\u3011\u683c\u5b89\u30fb\u5bfe\u9762\u578b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\" src=\"https:\/\/techgym.jp\/about\/ai-driven-development\/embed\/#?secret=5QjYbi6gX3#?secret=EKaic2ZoOz\" data-secret=\"EKaic2ZoOz\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" 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