{"id":43438,"date":"2025-07-31T14:24:00","date_gmt":"2025-07-31T05:24:00","guid":{"rendered":"https:\/\/techgym.jp\/?p=43438"},"modified":"2025-07-31T14:24:04","modified_gmt":"2025-07-31T05:24:04","slug":"sorted-sort","status":"publish","type":"post","link":"https:\/\/techgym.jp\/column\/sorted-sort\/","title":{"rendered":"Python\u306esorted()\u3068sort()\u306e\u9055\u3044\u3092\u5b8c\u5168\u89e3\u8aac\u3010\u521d\u5fc3\u8005\u5411\u3051\u3011"},"content":{"rendered":"\n<p>\u00a0<\/p>\n<p>Python\u3067\u30ea\u30b9\u30c8\u3092\u30bd\u30fc\u30c8\u3059\u308b\u969b\u306b\u3001<code>sorted()<\/code>\u3068<code>sort()<\/code>\u3068\u3044\u30462\u3064\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u3069\u3061\u3089\u3082\u8981\u7d20\u3092\u4e26\u3073\u66ff\u3048\u308b\u6a5f\u80fd\u3067\u3059\u304c\u3001\u91cd\u8981\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u4e21\u8005\u306e\u9055\u3044\u3092\u5177\u4f53\u4f8b\u3068\u3068\u3082\u306b\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h2>sorted()\u3068sort()\u306e\u57fa\u672c\u7684\u306a\u9055\u3044<\/h2>\n<h3>sorted()\u95a2\u6570\u306e\u7279\u5fb4<\/h3>\n<p><code>sorted()<\/code>\u306f<strong>\u65b0\u3057\u3044\u30ea\u30b9\u30c8\u3092\u4f5c\u6210<\/strong>\u3057\u3066\u30bd\u30fc\u30c8\u7d50\u679c\u3092\u8fd4\u3057\u307e\u3059\u3002\u5143\u306e\u30ea\u30b9\u30c8\u306f\u5909\u66f4\u3055\u308c\u307e\u305b\u3093\u3002<\/p>\n<pre><code class=\"language-python\">numbers = [3, 1, 4, 1, 5]\nsorted_numbers = sorted(numbers)\nprint(f\"\u5143\u306e\u30ea\u30b9\u30c8: {numbers}\")      # [3, 1, 4, 1, 5]\nprint(f\"\u30bd\u30fc\u30c8\u5f8c: {sorted_numbers}\")  # [1, 1, 3, 4, 5]\n<\/code><\/pre>\n<h3>sort()\u30e1\u30bd\u30c3\u30c9\u306e\u7279\u5fb4<\/h3>\n<p><code>sort()<\/code>\u306f<strong>\u5143\u306e\u30ea\u30b9\u30c8\u3092\u76f4\u63a5\u5909\u66f4<\/strong>\u3057\u307e\u3059\u3002\u65b0\u3057\u3044\u30ea\u30b9\u30c8\u306f\u4f5c\u6210\u3055\u308c\u305a\u3001\u623b\u308a\u5024\u306f<code>None<\/code>\u3067\u3059\u3002<\/p>\n<pre><code class=\"language-python\">numbers = [3, 1, 4, 1, 5]\nnumbers.sort()\nprint(f\"\u30bd\u30fc\u30c8\u5f8c: {numbers}\")  # [1, 1, 3, 4, 5]\n<\/code><\/pre>\n<h2>\u4e3b\u306a\u9055\u3044\u306e\u6bd4\u8f03\u8868<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>sorted()<\/th>\n<th>sort()<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5143\u306e\u30ea\u30b9\u30c8<\/td>\n<td>\u5909\u66f4\u3055\u308c\u306a\u3044<\/td>\n<td>\u5909\u66f4\u3055\u308c\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u623b\u308a\u5024<\/td>\n<td>\u65b0\u3057\u3044\u30bd\u30fc\u30c8\u6e08\u307f\u30ea\u30b9\u30c8<\/td>\n<td>None<\/td>\n<\/tr>\n<tr>\n<td>\u9069\u7528\u5bfe\u8c61<\/td>\n<td>\u3042\u3089\u3086\u308b\u30a4\u30c6\u30e9\u30d6\u30eb<\/td>\n<td>\u30ea\u30b9\u30c8\u306e\u307f<\/td>\n<\/tr>\n<tr>\n<td>\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf<\/td>\n<td>\u591a\u3044\uff08\u65b0\u3057\u3044\u30ea\u30b9\u30c8\u4f5c\u6210\uff09<\/td>\n<td>\u5c11\u306a\u3044\uff08\u5143\u306e\u30ea\u30b9\u30c8\u3092\u5909\u66f4\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u4f7f\u3044\u5206\u3051\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n<h3>sorted()\u3092\u4f7f\u3046\u5834\u9762<\/h3>\n<p><strong>\u5143\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3057\u305f\u3044\u5834\u5408<\/strong><\/p>\n<pre><code class=\"language-python\">original = [5, 2, 8, 1]\ndisplay_sorted = sorted(original)\nprint(f\"\u5143\u30c7\u30fc\u30bf: {original}\")        # [5, 2, 8, 1]\nprint(f\"\u8868\u793a\u7528: {display_sorted}\")     # [1, 2, 5, 8]\n<\/code><\/pre>\n<p><strong>\u30bf\u30d7\u30eb\u3084\u6587\u5b57\u5217\u3092\u30bd\u30fc\u30c8\u3059\u308b\u5834\u5408<\/strong><\/p>\n<pre><code class=\"language-python\">text = \"python\"\nsorted_chars = sorted(text)\nprint(sorted_chars)  # ['h', 'n', 'o', 'p', 't', 'y']\n<\/code><\/pre>\n<h3>sort()\u3092\u4f7f\u3046\u5834\u9762<\/h3>\n<p><strong>\u30e1\u30e2\u30ea\u52b9\u7387\u3092\u91cd\u8996\u3059\u308b\u5834\u5408<\/strong><\/p>\n<pre><code class=\"language-python\">large_list = list(range(1000000, 0, -1))\nlarge_list.sort()  # \u30e1\u30e2\u30ea\u52b9\u7387\u304c\u826f\u3044\n<\/code><\/pre>\n<p><strong>\u5143\u306e\u30ea\u30b9\u30c8\u304c\u4e0d\u8981\u306a\u5834\u5408<\/strong><\/p>\n<pre><code class=\"language-python\">scores = [85, 92, 78, 96, 88]\nscores.sort(reverse=True)  # \u964d\u9806\u30bd\u30fc\u30c8\nprint(scores)  # [96, 92, 88, 85, 78]\n<\/code><\/pre>\n<h2>\u30ab\u30b9\u30bf\u30e0\u30bd\u30fc\u30c8\u306e\u4f8b<\/h2>\n<p>\u4e21\u65b9\u3068\u3082<code>key<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3068<code>reverse<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-python\">words = [\"apple\", \"pie\", \"banana\"]\n\n# sorted()\u3067\u306e\u6587\u5b57\u5217\u9577\u30bd\u30fc\u30c8\nsorted_words = sorted(words, key=len)\nprint(sorted_words)  # ['pie', 'apple', 'banana']\n\n# sort()\u3067\u306e\u9006\u9806\u30bd\u30fc\u30c8\nwords.sort(reverse=True)\nprint(words)  # ['pie', 'banana', 'apple']\n<\/code><\/pre>\n<h2>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u9055\u3044<\/h2>\n<p>\u5927\u304d\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306f\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u9055\u3044\u304c\u73fe\u308c\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-python\">import time\n\n# \u5927\u304d\u306a\u30ea\u30b9\u30c8\u3067\u306e\u30c6\u30b9\u30c8\nbig_list = list(range(100000, 0, -1))\n\n# sort()\u306e\u30c6\u30b9\u30c8\nstart = time.time()\nbig_list.sort()\nsort_time = time.time() - start\n\n# sorted()\u306e\u30c6\u30b9\u30c8\uff08\u65b0\u3057\u3044\u30ea\u30b9\u30c8\u3067\uff09\nbig_list2 = list(range(100000, 0, -1))\nstart = time.time()\nsorted_list = sorted(big_list2)\nsorted_time = time.time() - start\n\nprint(f\"sort(): {sort_time:.4f}\u79d2\")\nprint(f\"sorted(): {sorted_time:.4f}\u79d2\")\n<\/code><\/pre>\n<h2>\u307e\u3068\u3081<\/h2>\n<ul>\n<li><strong>\u5143\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3057\u305f\u3044<\/strong> \u2192 <code>sorted()<\/code>\u3092\u4f7f\u7528<\/li>\n<li><strong>\u30e1\u30e2\u30ea\u52b9\u7387\u3092\u91cd\u8996<\/strong> \u2192 <code>sort()<\/code>\u3092\u4f7f\u7528<\/li>\n<li><strong>\u30ea\u30b9\u30c8\u4ee5\u5916\u3092\u30bd\u30fc\u30c8<\/strong> \u2192 <code>sorted()<\/code>\u3092\u4f7f\u7528<\/li>\n<li><strong>\u5143\u306e\u30ea\u30b9\u30c8\u304c\u4e0d\u8981<\/strong> \u2192 <code>sort()<\/code>\u3092\u4f7f\u7528<\/li>\n<\/ul>\n<p>\u9069\u5207\u306a\u9078\u629e\u306b\u3088\u308a\u3001\u3088\u308a\u52b9\u7387\u7684\u3067\u8aad\u307f\u3084\u3059\u3044Python\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u6027\u8cea\u3068\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u3001\u6700\u9069\u306a\u65b9\u6cd5\u3092\u9078\u629e\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\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=\"rUwu1FomMp\"><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=r0XC3cPaQW#?secret=rUwu1FomMp\" data-secret=\"rUwu1FomMp\" 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=\"X3lZhc0ie8\"><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=NJzQTn5Lxu#?secret=X3lZhc0ie8\" data-secret=\"X3lZhc0ie8\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u25a0\u30c6\u30c3\u30af\u30b8\u30e0\u6771\u4eac\u672c\u6821<\/p>\n\n\n\n<p>\u300c\u6b66\u7530\u587e\u300d\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7248\u3068\u3044\u3048\u3070\u300c\u30c6\u30c3\u30af\u30b8\u30e0\u300d\u3002<br>\u8b1b\u7fa9\u52d5\u753b\u306a\u3057\u3001\u6559\u79d1\u66f8\u306a\u3057\u3002\u300c\u9032\u6357\u7ba1\u7406\u3068\u30b3\u30fc\u30c1\u30f3\u30b0\u300d\u3067\u52b9\u7387\u5b66\u7fd2\u3002<br>\u3088\u308a\u65e9\u304f\u3001\u3088\u308a\u5b89\u304f\u3001\u3057\u304b\u3082\u5bfe\u9762\u578b\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\u3067\u3059\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=\"0f1WEunXee\"><a href=\"https:\/\/techgym.jp\/tokyo\/tokyo_honko\/\">\u30c6\u30c3\u30af\u30b8\u30e0\u6771\u4eac\u672c\u6821<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u30c6\u30c3\u30af\u30b8\u30e0\u6771\u4eac\u672c\u6821&#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\/tokyo\/tokyo_honko\/embed\/#?secret=SqYLV4RklQ#?secret=0f1WEunXee\" data-secret=\"0f1WEunXee\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\uff1c\u77ed\u671f\u8b1b\u7fd2\uff1e5\u65e5\u30675\u4e07\u5186\u306e\u300cPython\u30df\u30cb\u30ad\u30e3\u30f3\u30d7\u300d\u958b\u50ac\u4e2d\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=\"8f5T0tAmAM\"><a href=\"https:\/\/techgym.jp\/event\/nagatacho_camp\/\">\u72ec\u5b66\u3082\u30aa\u30f3\u30e9\u30a4\u30f3\u3082\u7121\u7406\u3060\u304b\u3089\u3001\u6709\u7d66\u3068\u3063\u3066\u300cPython\u30df\u30cb\u30ad\u30e3\u30f3\u30d7\u300d\u3078\u30105\u65e5\u9593\u30675\u4e07\u5186\u3011<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u72ec\u5b66\u3082\u30aa\u30f3\u30e9\u30a4\u30f3\u3082\u7121\u7406\u3060\u304b\u3089\u3001\u6709\u7d66\u3068\u3063\u3066\u300cPython\u30df\u30cb\u30ad\u30e3\u30f3\u30d7\u300d\u3078\u30105\u65e5\u9593\u30675\u4e07\u5186\u3011&#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\/event\/nagatacho_camp\/embed\/#?secret=yfD7ieqgUE#?secret=8f5T0tAmAM\" data-secret=\"8f5T0tAmAM\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\uff1c\u67081\u958b\u50ac\uff1e\u653e\u9001\u4f5c\u5bb6\u306b\u3088\u308b\u6620\u50cf\u30c7\u30a3\u30ec\u30af\u30bf\u30fc\u990a\u6210\u8b1b\u5ea7<\/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=\"disRBpRaMg\"><a href=\"https:\/\/techgym.jp\/event\/video_director\/\">\u73fe\u5f79\u653e\u9001\u4f5c\u5bb6\u304c\u6559\u3048\u308b\u52d5\u753b\u8b1b\u5ea7\uff01\u300e\uff24\uff2f\uff27\uff21\u300f<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;\u73fe\u5f79\u653e\u9001\u4f5c\u5bb6\u304c\u6559\u3048\u308b\u52d5\u753b\u8b1b\u5ea7\uff01\u300e\uff24\uff2f\uff27\uff21\u300f&#8221; &#8212; 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