{"id":42957,"date":"2025-07-29T10:11:52","date_gmt":"2025-07-29T01:11:52","guid":{"rendered":"https:\/\/techgym.jp\/?p=42957"},"modified":"2025-08-05T14:20:41","modified_gmt":"2025-08-05T05:20:41","slug":"enumarate","status":"publish","type":"post","link":"https:\/\/techgym.jp\/column\/enumarate\/","title":{"rendered":"\u3010Python\u5165\u9580\u3011enumerate\u95a2\u6570\u3092\u521d\u5fc3\u8005\u5411\u3051\u306b\u5b8c\u5168\u89e3\u8aac\uff01\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4ed8\u304d\u30eb\u30fc\u30d7\u306e\u4f7f\u3044\u65b9"},"content":{"rendered":"\n<p>\u00a0<\/p>\n<p>Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u304a\u3044\u3066\u3001\u30ea\u30b9\u30c8\u3084\u6587\u5b57\u5217\u306a\u3069\u306e\u30a4\u30c6\u30e9\u30d6\u30eb\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u6271\u3046\u969b\u306b\u975e\u5e38\u306b\u4fbf\u5229\u306a\u306e\u304c<code>enumerate<\/code>\u95a2\u6570\u3067\u3059\u3002\u3053\u306e\u95a2\u6570\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u8981\u7d20\u3068\u305d\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uff08\u4f4d\u7f6e\uff09\u3092\u540c\u6642\u306b\u53d6\u5f97\u3067\u304d\u308b\u305f\u3081\u3001\u30b3\u30fc\u30c9\u304c\u3088\u308a\u8aad\u307f\u3084\u3059\u304f\u52b9\u7387\u7684\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>enumerate\u95a2\u6570\u3068\u306f<\/h2>\n<p><code>enumerate<\/code>\u95a2\u6570\u306f\u3001\u30a4\u30c6\u30e9\u30d6\u30eb\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\uff08\u30ea\u30b9\u30c8\u3001\u30bf\u30d7\u30eb\u3001\u6587\u5b57\u5217\u306a\u3069\uff09\u3092\u53d7\u3051\u53d6\u308a\u3001\u5404\u8981\u7d20\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u756a\u53f7\u3092\u4ed8\u3051\u3066\u8fd4\u3059Python\u306e\u7d44\u307f\u8fbc\u307f\u95a2\u6570\u3067\u3059\u3002<\/p>\n<h3>\u57fa\u672c\u7684\u306a\u69cb\u6587<\/h3>\n<pre><code class=\"language-python\">enumerate(iterable, start=0)\n<\/code><\/pre>\n<ul>\n<li><code>iterable<\/code>: \u7e70\u308a\u8fd4\u3057\u51e6\u7406\u3057\u305f\u3044\u30aa\u30d6\u30b8\u30a7\u30af\u30c8<\/li>\n<li><code>start<\/code>: \u958b\u59cb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uff08\u7701\u7565\u53ef\u80fd\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306f0\uff09<\/li>\n<\/ul>\n<h2>\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/h2>\n<h3>\u30ea\u30b9\u30c8\u3067\u306e\u4f7f\u7528\u4f8b<\/h3>\n<pre><code class=\"language-python\">fruits = ['\u308a\u3093\u3054', '\u30d0\u30ca\u30ca', '\u30aa\u30ec\u30f3\u30b8']\nfor i, fruit in enumerate(fruits):\n    print(f\"{i}: {fruit}\")\n<\/code><\/pre>\n<p><strong>\u51fa\u529b\u7d50\u679c:<\/strong><\/p>\n<pre><code>0: \u308a\u3093\u3054\n1: \u30d0\u30ca\u30ca\n2: \u30aa\u30ec\u30f3\u30b8\n<\/code><\/pre>\n<h3>\u6587\u5b57\u5217\u3067\u306e\u4f7f\u7528\u4f8b<\/h3>\n<pre><code class=\"language-python\">text = \"Python\"\nfor i, char in enumerate(text):\n    print(f\"{i}: {char}\")\n<\/code><\/pre>\n<p><strong>\u51fa\u529b\u7d50\u679c:<\/strong><\/p>\n<pre><code>0: P\n1: y\n2: t\n3: h\n4: o\n5: n\n<\/code><\/pre>\n<h2>\u958b\u59cb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u6307\u5b9a<\/h2>\n<p><code>start<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u958b\u59cb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u5909\u66f4\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-python\">colors = ['\u8d64', '\u9752', '\u7dd1']\nfor i, color in enumerate(colors, start=1):\n    print(f\"{i}: {color}\")\n<\/code><\/pre>\n<p><strong>\u51fa\u529b\u7d50\u679c:<\/strong><\/p>\n<pre><code>1: \u8d64\n2: \u9752\n3: \u7dd1\n<\/code><\/pre>\n<h2>\u5f93\u6765\u306e\u65b9\u6cd5\u3068\u306e\u6bd4\u8f03<\/h2>\n<h3>\u5f93\u6765\u306e\u65b9\u6cd5\uff08\u975e\u63a8\u5968\uff09<\/h3>\n<pre><code class=\"language-python\">fruits = ['\u308a\u3093\u3054', '\u30d0\u30ca\u30ca', '\u30aa\u30ec\u30f3\u30b8']\nfor i in range(len(fruits)):\n    print(f\"{i}: {fruits[i]}\")\n<\/code><\/pre>\n<h3>enumerate\u4f7f\u7528\uff08\u63a8\u5968\uff09<\/h3>\n<pre><code class=\"language-python\">fruits = ['\u308a\u3093\u3054', '\u30d0\u30ca\u30ca', '\u30aa\u30ec\u30f3\u30b8']\nfor i, fruit in enumerate(fruits):\n    print(f\"{i}: {fruit}\")\n<\/code><\/pre>\n<p><code>enumerate<\/code>\u3092\u4f7f\u7528\u3059\u308b\u65b9\u304c\u3001\u3088\u308a\u8aad\u307f\u3084\u3059\u304f\u3001Python\u3089\u3057\u3044\u30b3\u30fc\u30c9\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u5b9f\u8df5\u7684\u306a\u6d3b\u7528\u4f8b<\/h2>\n<h3>1. \u30ea\u30b9\u30c8\u306e\u8981\u7d20\u3092\u6761\u4ef6\u4ed8\u304d\u3067\u51e6\u7406<\/h3>\n<pre><code class=\"language-python\">scores = [85, 92, 78, 96, 88]\nfor i, score in enumerate(scores):\n    if score &gt;= 90:\n        print(f\"\u5b66\u751f{i+1}: {score}\u70b9 - \u512a\u79c0\")\n<\/code><\/pre>\n<h3>2. \u8907\u6570\u306e\u30ea\u30b9\u30c8\u3092\u540c\u6642\u306b\u51e6\u7406<\/h3>\n<pre><code class=\"language-python\">names = ['\u7530\u4e2d', '\u4f50\u85e4', '\u9234\u6728']\nages = [25, 30, 28]\n\nfor i, (name, age) in enumerate(zip(names, ages)):\n    print(f\"{i+1}\u756a\u76ee: {name}\u3055\u3093 ({age}\u6b73)\")\n<\/code><\/pre>\n<h3>3. \u30d5\u30a1\u30a4\u30eb\u5185\u5bb9\u306e\u884c\u756a\u53f7\u4ed8\u304d\u8868\u793a<\/h3>\n<pre><code class=\"language-python\">lines = ['1\u884c\u76ee\u306e\u5185\u5bb9', '2\u884c\u76ee\u306e\u5185\u5bb9', '3\u884c\u76ee\u306e\u5185\u5bb9']\nfor line_num, content in enumerate(lines, start=1):\n    print(f\"\u884c{line_num}: {content}\")\n<\/code><\/pre>\n<h3>4. \u8f9e\u66f8\u306e\u4f5c\u6210<\/h3>\n<pre><code class=\"language-python\">words = ['hello', 'world', 'python']\nword_dict = {i: word for i, word in enumerate(words)}\nprint(word_dict)  # {0: 'hello', 1: 'world', 2: 'python'}\n<\/code><\/pre>\n<h2>enumerate\u95a2\u6570\u306e\u623b\u308a\u5024<\/h2>\n<p><code>enumerate<\/code>\u95a2\u6570\u306f<strong>enumerate\u30aa\u30d6\u30b8\u30a7\u30af\u30c8<\/strong>\u3092\u8fd4\u3057\u307e\u3059\u3002\u3053\u308c\u3092\u30ea\u30b9\u30c8\u306b\u5909\u63db\u3057\u3066\u4e2d\u8eab\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-python\">fruits = ['\u308a\u3093\u3054', '\u30d0\u30ca\u30ca']\nenum_obj = enumerate(fruits)\nprint(list(enum_obj))  # [(0, '\u308a\u3093\u3054'), (1, '\u30d0\u30ca\u30ca')]\n<\/code><\/pre>\n<h2>\u3088\u304f\u3042\u308b\u9593\u9055\u3044\u3068\u6ce8\u610f\u70b9<\/h2>\n<h3>1. enumerate \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u518d\u5229\u7528<\/h3>\n<pre><code class=\"language-python\"># \u9593\u9055\u3063\u305f\u4f8b\nfruits = ['\u308a\u3093\u3054', '\u30d0\u30ca\u30ca']\nenum_fruits = enumerate(fruits)\nlist1 = list(enum_fruits)\nlist2 = list(enum_fruits)  # \u7a7a\u306e\u30ea\u30b9\u30c8\u306b\u306a\u308b\n<\/code><\/pre>\n<p>enumerate\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306f\u4e00\u5ea6\u6d88\u8cbb\u3055\u308c\u308b\u3068\u518d\u5229\u7528\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<h3>2. \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3060\u3051\u304c\u5fc5\u8981\u306a\u5834\u5408<\/h3>\n<p>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u307f\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001<code>range(len())<\/code>\u3092\u4f7f\u7528\u3059\u308b\u65b9\u304c\u9069\u5207\u3067\u3059\u3002<\/p>\n<pre><code class=\"language-python\"># \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u307f\u5fc5\u8981\u306a\u5834\u5408\nfor i in range(len(fruits)):\n    print(f\"\u30a4\u30f3\u30c7\u30c3\u30af\u30b9: {i}\")\n<\/code><\/pre>\n<h2>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6bd4\u8f03<\/h2>\n<p><code>enumerate<\/code>\u306f<code>range(len())<\/code>\u3088\u308a\u3082\u9ad8\u901f\u3067\u3001\u30e1\u30e2\u30ea\u52b9\u7387\u3082\u826f\u597d\u3067\u3059\u3002<\/p>\n<pre><code class=\"language-python\">import timeit\n\ndata = list(range(1000))\n\n# enumerate\u4f7f\u7528\ndef with_enumerate():\n    for i, item in enumerate(data):\n        pass\n\n# range(len())\u4f7f\u7528\ndef with_range_len():\n    for i in range(len(data)):\n        item = data[i]\n<\/code><\/pre>\n<p>\u4e00\u822c\u7684\u306b<code>enumerate<\/code>\u306e\u65b9\u304c\u9ad8\u901f\u306b\u52d5\u4f5c\u3057\u307e\u3059\u3002<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p><code>enumerate<\/code>\u95a2\u6570\u306f\u3001Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u6709\u7528\u306a\u6a5f\u80fd\u3067\u3059\u3002\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a<\/p>\n<ul>\n<li><strong>\u30b3\u30fc\u30c9\u306e\u53ef\u8aad\u6027\u5411\u4e0a<\/strong>: \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3068\u8981\u7d20\u3092\u540c\u6642\u306b\u53d6\u5f97\u53ef\u80fd<\/li>\n<li><strong>\u30a8\u30e9\u30fc\u306e\u524a\u6e1b<\/strong>: \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u7bc4\u56f2\u5916\u30a8\u30e9\u30fc\u3092\u9632\u6b62<\/li>\n<li><strong>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/strong>: <code>range(len())<\/code>\u3088\u308a\u9ad8\u901f<\/li>\n<li><strong>Python\u3089\u3057\u3044\u66f8\u304d\u65b9<\/strong>: \u3088\u308aPythonic\u306a\u30b3\u30fc\u30c9<\/li>\n<\/ul>\n<p>\u30ea\u30b9\u30c8\u3084\u30bf\u30d7\u30eb\u3001\u6587\u5b57\u5217\u306a\u3069\u306e\u30a4\u30c6\u30e9\u30d6\u30eb\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u6271\u3046\u969b\u306f\u3001\u7a4d\u6975\u7684\u306b<code>enumerate<\/code>\u95a2\u6570\u3092\u6d3b\u7528\u3057\u3066\u3001\u3088\u308a\u52b9\u7387\u7684\u3067\u8aad\u307f\u3084\u3059\u3044\u30b3\u30fc\u30c9\u3092\u66f8\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2>\u95a2\u9023\u8a18\u4e8b<\/h2>\n<ul>\n<li>Python zip\u95a2\u6570\u306e\u4f7f\u3044\u65b9<\/li>\n<li>Python\u30ea\u30b9\u30c8\u64cd\u4f5c\u5b8c\u5168\u30ac\u30a4\u30c9<\/li>\n<li>Python for\u6587\u3068while\u6587\u306e\u4f7f\u3044\u5206\u3051<\/li>\n<\/ul>\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=\"6ZjKeYqpp9\"><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=g7QtZjXA0X#?secret=6ZjKeYqpp9\" data-secret=\"6ZjKeYqpp9\" 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=\"7GlRvi2JH0\"><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=fBKCeiMGY7#?secret=7GlRvi2JH0\" data-secret=\"7GlRvi2JH0\" 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=\"qPfKOZfv31\"><a href=\"https:\/\/techgym.jp\/tokyo\/tokyo_honko\/\">\u30c6\u30c3\u30af\u30b8\u30e0\u6771\u4eac\u672c\u6821<\/a><\/blockquote><iframe loading=\"lazy\" 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