{"id":89445,"date":"2019-03-26T22:40:29","date_gmt":"2019-03-26T13:40:29","guid":{"rendered":"https:\/\/www.sejuku.net\/blog\/?p=89445"},"modified":"2024-05-06T11:54:53","modified_gmt":"2024-05-06T02:54:53","slug":"python%e3%81%ae%e5%9e%8b%e5%ae%9a%e7%be%a9%e3%81%ae%e4%bb%95%e6%96%b9%e3%81%a8%e3%81%af%ef%bc%9f%e5%9e%8b%e3%83%92%e3%83%b3%e3%83%88%e3%81%a8%e3%81%af%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.sejuku.net\/blog\/89445","title":{"rendered":"Python\u306e\u578b\u5b9a\u7fa9\u306e\u65b9\u6cd5\u3068\u306f\uff1f\u578b\u30d2\u30f3\u30c8\u306b\u3064\u3044\u3066\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"\n<p><div class=\"box_voice\">Python\u306e\u5909\u6570\u306e\u578b\u3063\u3066\u4f55\u306b\u4f7f\u3046\u306e\uff1f<br>Python\u306e\u578b\u306e\u5b9a\u7fa9\u306e\u4ed5\u65b9\u3063\u3066\uff1f<br>\u578b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3063\u3066\u8a00\u8449\u3092\u805e\u3044\u305f\u3051\u3069\u4f55\u306a\u306e\u304b\u308f\u304b\u3089\u306a\u3044<\/div><\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u578b\u306b\u95a2\u3059\u308b\u7591\u554f\u304c\u3042\u308b\u65b9\u3082\u3044\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n\n\n<p>\u3053\u3093\u306b\u3061\u306f\u3001\u30e9\u30a4\u30bf\u30fc\u306e\u30d5\u30af\u30ed\u30a6\u3067\u3059\u3002Python\u306e\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u30fc\u3082\u3084\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306fPython\u521d\u5b66\u8005\u306b\u5411\u3051\u3066\u3001<strong>\u578b\u306e\u5b9a\u7fa9\u306e\u4ed5\u65b9\u306e\u5fa9\u7fd2<\/strong>\u3068\u3001<span style=\"color: #008000;\"><strong>\u578b\u30d2\u30f3\u30c8\uff08\u578b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\uff09\u306e\u4f7f\u3044\u65b9<\/strong><\/span>\u306e\u57fa\u790e\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002Python\u306f\u52d5\u7684\u578b\u4ed8\u3051\u8a00\u8a9e\u3067\u3059\u304c\u3001<span style=\"color: #ff0000;\"><strong>\u578b\u60c5\u5831\u3092\u3042\u3048\u3066\u66f8\u3044\u3066\u304a\u304f<\/strong><\/span>\u3053\u3068\u3067\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u697d\u306b\u306a\u3063\u305f\u308a\u3001\u3042\u3068\u304b\u3089\u898b\u76f4\u3057\u305f\u3068\u304d\u306b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u4ee3\u308f\u308a\u306b\u306a\u3063\u305f\u308a\u3068\u5b09\u3057\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3088\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u578b\u30d2\u30f3\u30c8\u306f\u6700\u8fd1\u3088\u304f\u4f7f\u308f\u308c\u59cb\u3081\u305f\u6a5f\u80fd\u3067\u3059\u3002\u4ed6\u306e\u4eba\u306e\u66f8\u3044\u305fPython\u306e\u30b3\u30fc\u30c9\u3092\u8aad\u3080\u305f\u3081\u306b\u3082\u3001\u899a\u3048\u3066\u304a\u3044\u305f\u307b\u3046\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><b>\u3053\u306e\u8a18\u4e8b\u306f\u3053\u3093\u306a\u4eba\u306e\u305f\u3081\u306b\u66f8\u304d\u307e\u3057\u305f<\/b><br><div class=\"box01\"><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python\u306e\u578b\u306b\u3064\u3044\u3066\u5fa9\u7fd2\u3057\u305f\u3044<\/li>\n\n\n\n<li>\u6700\u8fd1\u8a71\u984c\u306e\u578b\u30d2\u30f3\u30c8\u306b\u3064\u3044\u3066\u52c9\u5f37\u3057\u305f\u3044<\/li>\n<\/ul>\n\n\n<\/div>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3092\u8aad\u3080\u524d\u306b\u3001Python\u304c\u3069\u3093\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306a\u306e\u304b\u3092\u304a\u3055\u3089\u3044\u3057\u3066\u304a\u304d\u305f\u3044\u4eba\u306f\u6b21\u306e\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u2192&nbsp;<a href=\"https:\/\/www.sejuku.net\/blog\/7720\">Python\u3068\u306f\uff1f\u7279\u5fb4\u3084\u3067\u304d\u308b\u3053\u3068\u3001\u6d3b\u7528\u4f8b\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u7c21\u5358\u306b\u89e3\u8aac<\/a><\/p>\n\n\n\n<p>\u306a\u304a\u3001\u305d\u306e\u4ed6\u306ePython\u306e\u8a18\u4e8b\u306b\u3064\u3044\u3066\u306f<a href=\"https:\/\/www.sejuku.net\/blog\/147190\" target=\"_blank\" rel=\"noopener\">\u3053\u3061\u3089<\/a>\u306b\u307e\u3068\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u81ea\u5df1\u5b9a\u7fa9\u578b\u3092\u4f5c\u308b<\/h2>\n\n\n\n<p>Python 3 \u3067\u306f\u30af\u30e9\u30b9\u3092\u4f5c\u308b\u3053\u3068\u3067\u3001<span style=\"color: #008000;\"><strong>\u81ea\u5df1\u5b9a\u7fa9\u578b<\/strong><\/span>\u3092\u7528\u610f\u3059\u308b\u4e8b\u304c\u3067\u304d\u307e\u3059\u3002\u30af\u30e9\u30b9\u306e\u5b9a\u7fa9\u306e\u4ed5\u65b9\u306b\u3064\u3044\u3066\u306f\u5225\u306e\u8a18\u4e8b\u3067\u3082\u7d39\u4ecb\u3057\u307e\u3057\u305f\u304c\u3001\u4f8b\u3048\u3070\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\uff08\u3053\u3053\u304b\u3089\u306fJupyter Notebook\u4e0a\u3067\u8a66\u3057\u3066\u3044\u304d\u307e\u3059\u3088\u3002\uff09<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"># In [1]:\n\n# \u30af\u30e9\u30b9\u306e\u4f5c\u6210\nclass Person:\n    def __init__(self, name, sex, age):\n        self.name = name\n        self.sex = sex\n        self.age = age\n    \n    def info(self):\n        print(\"====================\")\n        print(f\"\u540d\u524d\uff1a{self.name}\\n\u6027\u5225\uff1a{self.sex}\\n\u5e74\u9f62\uff1a{self.age}\")\n        \n# \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\np1 = Person(\"\u592a\u90ce\", \"\u7537\u6027\", 50)\np1.info()\n\np2 = Person(\"\u82b1\u5b50\", 60, \"\u5973\u6027\") # \u9806\u756a\u304c\u9055\u3046\uff1f\np2.info()<\/pre>\n\n\n\n<p>\u3053\u306e\u30af\u30e9\u30b9\u3067\u306f\u540d\u524d\u3001\u6027\u5225\u3001\u5e74\u9f62\u3092\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u5909\u6570\u3068\u3057\u3066\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066info\u3068\u3044\u3046\u30e1\u30bd\u30c3\u30c9\u304c\u305d\u308c\u3089\u3092\u8868\u793a\u3059\u308b\u6a5f\u80fd\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7d50\u679c\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>[\u51fa\u529b\u7d50\u679c]<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">====================\n\u540d\u524d\uff1a\u592a\u90ce\n\u6027\u5225\uff1a\u7537\u6027\n\u5e74\u9f62\uff1a50\n====================\n\u540d\u524d\uff1a\u82b1\u5b50\n\u6027\u5225\uff1a60\n\u5e74\u9f62\uff1a\u5973\u6027\n<\/pre>\n\n\n\n<p>\u826f\u3055\u305d\u3046\u3067\u3059\u306d\u3002\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u308b\u3068\u3053\u308d\u3067\u3082\u3001info\u30e1\u30bd\u30c3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3053\u308d\u3067\u3082\u30a8\u30e9\u30fc\u306f\u767a\u751f\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3061\u306a\u307f\u306b\u3001\u3053\u3053\u3067\u4f5c\u3063\u305f\u30af\u30e9\u30b9\u304c\u672c\u5f53\u306b\u578b\u306a\u306e\u304b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3057\u3066\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">&gt;&gt;&gt; type(int)# \u3059\u3079\u3066\u306e\u578b\u306ftype\u578b\ntype\n\n&gt;&gt;&gt; type(Person) # \u3055\u3063\u304d\u306e\u30af\u30e9\u30b9\u3082type\u578b\ntype\n\n&gt;&gt;&gt; type(1)\nint\n\n&gt;&gt;&gt; type(p1)\n__main__.Person<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u578b\u30d2\u30f3\u30c8\u3092\u4f7f\u3063\u3066\u307f\u3088\u3046<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u95a2\u6570\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u306a\u3093\u3060\u308d\u3046<\/h3>\n\n\n\n<p>\u3055\u3066\u3001\u578b\u30d2\u30f3\u30c8\u306b\u3064\u3044\u3066\u77e5\u308b\u305f\u3081\u306b\u3001\u307e\u305a\u306f\u95a2\u6570\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u899a\u3048\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>Python\u306b\u306f<span style=\"color: #008000;\"><strong>\u95a2\u6570\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\uff08Function Annotations\uff09<\/strong><\/span>\u3068\u3044\u3046\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u4f55\u304b\u3068\u8a00\u3046\u3068\u3001\u95a2\u6570\u306e\u5f15\u6570\u3068\u8fd4\u308a\u5024\uff08\u307e\u305f\u306f\u305d\u306e\u7247\u65b9\u3060\u3051\u3067\u3082\u3044\u3044\uff09\u306b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u3064\u3051\u308b\u4e8b\u304c\u3067\u304d\u308b\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u3002\u203b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u6ce8\u91c8\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"># \u95a2\u6570\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u4f8b\n\ndef myfunc(x:\"\u3053\u3053\u306b\u306f\u9069\u5f53\u306a\u6570\u5b57\u3092\u5165\u308c\u3088\u3046\") -&gt;\"\u8fd4\u308a\u5024\u306fx**2\":\n    return x**2\n<\/pre>\n\n\n\n<p>\u5f15\u6570\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u3001<strong>\u5f15\u6570\u306e\u540d\u524d\u306e\u5f8c\u308d\u306b<span style=\"background-color: #ccffcc;\">: Python\u306e\u5f0f<\/span> \u306e\u5f62<\/strong>\u3067\u66f8\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8fd4\u308a\u5024\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u5f15\u6570\u3092\u66f8\u304f<strong>\u62ec\u5f27\u3068\u4e00\u756a\u6700\u5f8c\u306e\uff1a\u306e\u9593\u306b <span style=\"background-color: #ccffcc;\">-&gt;Python\u306e\u5f0f<\/span> <\/strong>\u3068\u3057\u3066\u66f8\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u3092\u4f7f\u3063\u3066\u3082\u3001Python\u306e\u5b9f\u884c\u6642\u306b\u306f\u306a\u306b\u304b\u52b9\u679c\u304c\u3042\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305f\u3060\u3001\u6ce8\u91c8\u3092\u66f8\u3044\u3066\u304a\u3044\u3066\u53c2\u8003\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u578b\u30d2\u30f3\u30c8\u3068\u306f\u306a\u3093\u3060\u308d\u3046<\/h3>\n\n\n\n<p><span style=\"color: #008000;\"><strong>\u578b\u30d2\u30f3\u30c8\uff08\u578b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\uff09<\/strong><\/span>\u306f\u3053\u306e\u95a2\u6570\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u3063\u3066\u3001\u95a2\u6570\u306e\u5f15\u6570\u3068\u8fd4\u308a\u5024\u306e\u578b\u3092\u66f8\u3044\u3066\u304a\u304f\u3082\u306e\u3067\u3059\u3002\u3053\u308c\u3082\u5b9f\u306f\u3001\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306a\u306e\u3067Python\u306f\u3042\u3063\u3066\u3082\u306a\u304f\u3066\u3082\u540c\u3058\u52d5\u304d\u3092\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3067\u3059\u304cmypy\u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3048\u3070\u3001\u3053\u306e\u578b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u3063\u3066\u3001<strong>\u5f15\u6570\u306b\u9069\u5207\u306a\u578b\u304c\u5165\u3063\u3066\u3044\u308b\u304b\u306a\u3069\u3092\u30c1\u30a7\u30c3\u30af<\/strong>\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3093\u3067\u3059\uff01\u307e\u305a\u306f\u578b\u30d2\u30f3\u30c8\u3092\u4f7f\u3063\u3066\u3001\u5148\u7a0b\u306ePerson\u30af\u30e9\u30b9\u3092\u76f4\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"># In [1]\u306e\u4fee\u6b63\u4f8b\nclass Person:\n    def __init__(self, name:str, sex:str, age:int): # \u3053\u3053\u306b\u6ce8\u76ee\uff01\n        self.name = name\n        self.sex = sex\n        self.age = age\n    \n    def info(self):\n        print(\"====================\")\n        print(f\"\u540d\u524d\uff1a{self.name}\\n\u6027\u5225\uff1a{self.sex}\\n\u5e74\u9f62\uff1a{self.age}\")\n        \n# \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\np1 = Person(\"\u592a\u90ce\", \"\u7537\u6027\", 50)\np1.info()\n\np2 = Person(\"\u82b1\u5b50\", 60, \"\u5973\u6027\")\np2.info()<\/pre>\n\n\n\n<p>\u578b\u30d2\u30f3\u30c8\u3067\u306f\u3001\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u90e8\u5206\u306b\u578b\u3092\u66f8\u304d\u8fbc\u307f\u307e\u3059\u3002str\u3084int\u3001float\u306e\u3088\u3046\u306a\u578b\u3092\u4f7f\u3046\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002\u3053\u308c\u4ee5\u5916\u306b\u3082\u69d8\u3005\u306a\u578b\u3084\u3001\u30d2\u30f3\u30c8\u3092\u3088\u308a\u4fbf\u5229\u306b\u3064\u3051\u308b\u305f\u3081\u306e\u65b9\u6cd5\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u307e\u305a\u306f\u3053\u308c\u3060\u3051\u899a\u3048\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u3055\u3066\u3001\u3053\u308c\u3067\u95a2\u6570\u3092\u4f7f\u3046\uff08\u3053\u3053\u3067\u306f\u30af\u30e9\u30b9\u306e\u30e1\u30bd\u30c3\u30c9\u3067\u3059\u304c\uff09\u3068\u304d\u306b\u3001\u3069\u306e\u578b\u3092\u5165\u308c\u308c\u3070\u3044\u3044\u304b\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u306d\u3002\u3053\u308c\u3092\u5b9f\u884c\u3057\u3066\u3082\u3001\u6700\u521d\u3068\u540c\u3058\u7d50\u679c\u306b\u306a\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">mypy\u3067\u578b\u30c1\u30a7\u30c3\u30af<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n\n\n\n<p>\u3053\u3053\u3067<a href=\"http:\/\/mypy-lang.org\/\">mypy<\/a>\u306e\u767b\u5834\u3067\u3059\u3002mypy\u306b\u3088\u3063\u3066\u578b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u3063\u3066<strong>\u30d7\u30ed\u30b0\u30e9\u30e0\u30d5\u30a1\u30a4\u30eb\u3092\u9759\u7684\u30c1\u30a7\u30c3\u30af<\/strong>\u3059\u308b\uff08\u95a2\u6570\u304c\u5165\u51fa\u529b\u3059\u308b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u578b\u304c\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u60c5\u5831\u3068\u3042\u3063\u3066\u3044\u308b\u304b\u306a\uff1f\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b\uff09\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306fpip\u3067\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">$ pip install mypy<\/pre>\n\n\n\n<p>\u666e\u901a\u306b\u4f7f\u3046\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306bmypy\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">$ mypy test.py<\/pre>\n\n\n\n<p>\u3053\u308c\u3067\u3082OK\u306a\u306e\u3067\u3059\u304c\u3001Jupyter Notebook\u4e0a\u3067\u4f7f\u3063\u305f\u65b9\u304c\u4fbf\u5229\u306a\u306e\u3067\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092Jupyter Notebook\u306e\u4e00\u756a\u4e0a\u306e\u30bb\u30eb\u306b\u66f8\u3044\u3066\u5b9f\u884c\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<br><script src=\"https:\/\/gist.github.com\/knowsuchagency\/f7b2203dd613756a45f816d6809f01a6.js\"><\/script><\/p>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u306fJupyter\u4e0a\u3067mypy\u3092\u4f7f\u3046\u30de\u30b8\u30c3\u30af\u30b3\u30de\u30f3\u30c9\u3092\u63d0\u4f9b\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u3053\u306e\u4f7f\u3044\u65b9\u3060\u3068\u3001\u30b3\u30de\u30f3\u30c9\u306f\u4e0a\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u305fNotebook\u3060\u3051\u3067\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30de\u30b8\u30c3\u30af\u30b3\u30de\u30f3\u30c9\u3092\u6c17\u306b\u5165\u3063\u305f\u3068\u304d\u306f\u3001<span style=\"background-color: #ccffcc;\">.ipython\/profile_default\/startup\/<\/span> \u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u4e0a\u306e\u30b3\u30fc\u30c9\u3092typecheck.py\u3068\u3044\u3046\u540d\u524d\u3067\u4fdd\u5b58\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002\u305d\u3046\u3059\u308c\u3070\u3044\u3064\u3067\u3082\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f15\u6570\u306e\u578b\u3092\u30c1\u30a7\u30c3\u30af<\/h3>\n\n\n\n<p>\u3055\u3066\u3001Jupyter\u4e0a\u3067mypy\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u5148\u307b\u3069\u306ePerson\u30af\u30e9\u30b9\u306e\u30bb\u30eb\u306e<strong>\u5148\u982d\u884c\u306b\u30b3\u30b8\u30c3\u30af\u30b3\u30de\u30f3\u30c9\u3092\u66f8\u304d\u8fbc\u3093\u3067<\/strong>\u5b9f\u884c\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">%%typecheck --ignore-missing-imports\n\nclass Person:\n    def __init__(self, name:str, sex:str, age:int):\n        self.name = name\n        self.sex = sex\n        self.age = age\n    \n    def info(self):\n        print(\"====================\")\n        print(f\"\u540d\u524d\uff1a{self.name}\\n\u6027\u5225\uff1a{self.sex}\\n\u5e74\u9f62\uff1a{self.age}\")\n        \n# \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\np1 = Person(\"\u592a\u90ce\", \"\u7537\u6027\", 50)\np1.info()\n\np2 = Person(\"\u82b1\u5b50\", 60, \"\u5973\u6027\")\np2.info()<\/pre>\n\n\n\n<p>\u3053\u306e\u30bb\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u3082\u3057\u3082\u578b\u30c1\u30a7\u30c3\u30af\u306b\u5f15\u3063\u304b\u304b\u3063\u305f\u3082\u306e\u304c\u3042\u3063\u305f\u5834\u5408\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>[\u51fa\u529b\u7d50\u679c]<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">&lt;string&gt;:17: error: Argument 2 to \"Person\" has incompatible type \"int\"; expected \"str\"\n&lt;string&gt;:17: error: Argument 3 to \"Person\" has incompatible type \"str\"; expected \"int\"\n<\/pre>\n\n\n\n<p>\u3053\u306e\u30bb\u30eb\u306e17\u884c\u76ee\u306e\u7b2c\u4e8c\u5f15\u6570\u3068\u7b2c\u4e09\u5f15\u6570\u306e\u578b\u304c\u30a8\u30e9\u30fc\u3092\u51fa\u3057\u3066\u3044\u307e\u3059\u306d\u3002\u3053\u306e\u3088\u3046\u306b\u3057\u3066mypy\u3092\u901a\u3057\u305f\u7d50\u679c\u3092\u898b\u308b\u3053\u3068\u3067\u3001\u671f\u5f85\u901a\u308a\u306e\u578b\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u30c1\u30a7\u30c3\u30af\u3059\u308b\u4e8b\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8fd4\u308a\u5024\u306e\u578b\u3092\u30c1\u30a7\u30c3\u30af<\/h3>\n\n\n\n<p>\u307e\u305f\u3001\u8fd4\u308a\u5024\u306e\u30c1\u30a7\u30c3\u30af\u306b\u3064\u3044\u3066\u3082\u898b\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002\u5148\u7a0b\u306emyfunc\u3092\u4f7f\u3063\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u5f15\u6570x\u304c\u6574\u6570\u578b\u3067\u3001\u8fd4\u308a\u5024\u304c\u6587\u5b57\u5217\u578b\u306e\u95a2\u6570\u304c\u4f5c\u308a\u305f\u304b\u3063\u305f\u3068\u3057\u307e\u3057\u3087\u3046\u3002\u3057\u304b\u3057\u5b9f\u969b\u306b\u306f\u3001\u6574\u6570\u3092\u53d7\u3051\u53d6\u3063\u3066\u6d6e\u52d5\u5c0f\u6570\u70b9\u6570\uff08float\uff09\u3092\u8fd4\u3059\u95a2\u6570\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">%%typecheck --ignore-missing-imports\n\ndef myfunc(x:int)-&gt;str:\n    return x**2\n<\/pre>\n\n\n\n<p>[\u51fa\u529b\u7d50\u679c]<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">&lt;string&gt;:4: error: Incompatible return value type (got \"int\", expected \"str\")\n<\/pre>\n\n\n\n<p>mypy\u306f\u51fa\u529b\u3068\u3057\u3066str\u3092\u671f\u5f85\u3057\u3066\u3044\u308b\u306e\u306b\u3001\u5b9f\u969b\u306b\u8fd4\u3063\u3066\u304f\u308b\u306e\u306fint\u3060\u3068\u8a34\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3057\u3066\u95a2\u6570\u306e\u5165\u51fa\u529b\u3092\u30c1\u30a7\u30c3\u30af\u3067\u304d\u308b\u3093\u3067\u3059\u306d\u3002\u3042\u3068\u306f\u3053\u306e\u7d50\u679c\u306b\u57fa\u3065\u3044\u3066\u3001\u30b3\u30fc\u30c9\u3092\u4fee\u6b63\u3059\u308c\u3070OK\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u81ea\u5df1\u5b9a\u7fa9\u578b\u3067\u3082\u30c1\u30a7\u30c3\u30af\u3067\u304d\u308b<\/h3>\n\n\n\n<p>\u3055\u3066\u3001\u6700\u5f8c\u306b<strong>\u81ea\u5206\u3067\u4f5c\u3063\u305f\u578b\u3082\u578b\u30d2\u30f3\u30c8\u3068\u3057\u3066\u4f7f\u3048\u308b<\/strong>\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>Person\u30af\u30e9\u30b9\u3092\u5b9a\u7fa9\u3057\u305f\u30bb\u30eb\u306b\u3001Person\u578b\u3092\u53d7\u3051\u53d6\u308b\u95a2\u6570\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\u3053\u306e\u95a2\u6570\u306f\u53d7\u3051\u53d6\u3063\u305f\u5f15\u6570\u3092print\u3059\u308b\u3060\u3051\u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">%%typecheck --ignore-missing-imports\n\nclass Person:\n    def __init__(self, name:str, sex:str, age:int):\n        self.name = name\n        self.sex = sex\n        self.age = age\n    \n    def info(self):\n        print(\"====================\")\n        print(f\"\u540d\u524d\uff1a{self.name}\\n\u6027\u5225\uff1a{self.sex}\\n\u5e74\u9f62\uff1a{self.age}\")\n        \n# \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\np1 = Person(\"\u592a\u90ce\", \"\u7537\u6027\", 50)\np1.info()\n\np2 = Person(\"\u82b1\u5b50\", \"\u5973\u6027\", 60)\np2.info()\n\ndef myfunc2(p:Person):\n    print(p)\n    \nmyfunc2(\"\u30c6\u30b9\u30c8\")\n\nmyfunc2(p1)<\/pre>\n\n\n\n<p>[\u51fa\u529b\u7d50\u679c]<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">&lt;string&gt;:23: error: Argument 1 to \"myfunc2\" has incompatible type \"str\"; expected \"Person\"\n\n====================\n\u540d\u524d\uff1a\u592a\u90ce\n\u6027\u5225\uff1a\u7537\u6027\n\u5e74\u9f62\uff1a50\n====================\n\u540d\u524d\uff1a\u82b1\u5b50\n\u6027\u5225\uff1a\u5973\u6027\n\u5e74\u9f62\uff1a60\n\u30c6\u30b9\u30c8\n&lt;__main__.Person object at 0x10d9866a0&gt;<\/pre>\n\n\n\n<p>\u8ffd\u52a0\u3057\u305f\u95a2\u6570\u306f\u30a8\u30e9\u30fc\u306a\u304f\u52d5\u4f5c\u3057\u305f\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u3067\u3059\u304c\u3001myfunc2\u306fPerson\u578b\u306e\u305f\u3081\u306b\u4f5c\u3063\u305f\u95a2\u6570\u3067\u3059\u3002mypy\u306e\u51fa\u529b\u3092\u898b\u308b\u3068\u3001\u3061\u3083\u3093\u3068\u5f15\u6570\u304c\u671f\u5f85\u3057\u305fPerson\u578b\u3067\u306a\u3044\u3053\u3068\u3092\u6559\u3048\u3066\u304f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u901a\u3063\u305f\u304c\u671f\u5f85\u3057\u305f\u52d5\u4f5c\u3067\u306f\u306a\u3044\u5834\u5408\u306e\u767a\u898b\u304c\u7c21\u5358\u306b\u3067\u304d\u307e\u3059\u3002\u9577\u6642\u9593\u304b\u304b\u308b\u51e6\u7406\u3092\u3059\u308b\u524d\u306b\u3053\u306e\u3088\u3046\u306a\u30c1\u30a7\u30c3\u30af\u3092\u3057\u3066\u304a\u304f\u3068\u5b89\u5fc3\u3067\u304d\u305d\u3046\u3067\u3059\u306d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Python\u306b\u304a\u3051\u308b\u578b\u306e\u5b9a\u7fa9\u306e\u4ed5\u65b9\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u578b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u975e\u5e38\u306b\u4fbf\u5229\u306a\u6a5f\u80fd\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u6a5f\u80fd\u306f\u3082\u3063\u3068\u8907\u96d1\u306a\u4f8b\u306e\u3068\u304d\u306b\u52b9\u679c\u304c\u308f\u304b\u308a\u3084\u3059\u3044\u3067\u3057\u3087\u3046\u3002\u5f15\u6570\u304c\u81a8\u5927\u306b\u3042\u308b\u95a2\u6570\u3084\u3001\u305f\u304f\u3055\u3093\u95a2\u6570\u3092\u4f5c\u3063\u305f\u3068\u304d\u306a\u3069\u3092\u60f3\u50cf\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u6b21\u306e\u65e5\u306b\u306f\u81ea\u5206\u306e\u4f5c\u3063\u305f\u30b3\u30fc\u30c9\u3059\u3089\u66d6\u6627\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u305d\u3093\u306a\u3068\u304d\u306bmypy\u3067\u30c1\u30a7\u30c3\u30af\u3067\u304d\u308b\u3088\u3046\u306b<strong>\u578b\u30d2\u30f3\u30c8<\/strong>\u3092\u66f8\u3044\u3066\u304a\u3051\u3070\u3001<strong>\u30b3\u30fc\u30c9\u306e\u30d0\u30b0\u3092\u7c21\u5358\u306b\u767a\u898b<\/strong>\u3059\u308b\u4e8b\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Python\u306f\u52d5\u7684\u578b\u4ed8\u3051\u8a00\u8a9e\u3067\u3059\u3002\u305d\u308c\u6545\u306b\u66f8\u304d\u3084\u3059\u304f\u3066\u624b\u8efd\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306a\u306e\u3067\u3059\u304c\u3001\u5927\u304d\u3044\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304f\u3068\u304d\u306b\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u5805\u5b9f\u306b\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u307e\u3060\u65b0\u3057\u3044\u6a5f\u80fd\u3067\u4f7f\u3044\u6163\u308c\u3066\u306f\u3044\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u6709\u52b9\u306a\u624b\u6bb5\u3068\u3057\u3066\u899a\u3048\u3066\u304a\u3044\u3066\u640d\u306f\u306a\u3044\u306f\u305a\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python\u306e\u5909\u6570\u306e\u578b\u3063\u3066\u4f55\u306b\u4f7f\u3046\u306e\uff1fPython\u306e\u578b\u306e\u5b9a\u7fa9\u306e\u4ed5\u65b9\u3063\u3066\uff1f\u578b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3063\u3066\u8a00\u8449\u3092\u805e\u3044\u305f\u3051\u3069\u4f55\u306a\u306e\u304b\u308f\u304b\u3089\u306a\u3044 \u3053\u306e\u3088\u3046\u306a\u578b\u306b\u95a2\u3059\u308b\u7591\u554f\u304c\u3042\u308b\u65b9\u3082\u3044\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f \u3053\u3093\u306b\u3061\u306f\u3001\u30e9\u30a4\u30bf\u30fc\u306e\u30d5\u30af\u30ed\u30a6 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":92176,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"swell_btn_cv_data":"","footnotes":""},"categories":[2349],"tags":[],"class_list":["post-89445","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python-start"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ 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\u300d\u306b\u3064\u3044\u3066\u3001\u8ab0\u3067\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3081\u3070\u3001\u3042\u306a\u305f\u306e\u60a9\u307f\u304c\u89e3\u6c7a\u3059\u308b\u3060\u3051\u3058\u3083\u306a\u304f\u3001\u65b0\u305f\u306a\u6c17\u4ed8\u304d\u3082\u767a\u898b\u3067\u304d\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002\u304a\u60a9\u307f\u306e\u65b9\u306f\u305c\u3072\u3054\u4e00\u8aad\u304f\u3060\u3055\u3044\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.sejuku.net\/blog\/89445\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python\u306e\u578b\u5b9a\u7fa9\u306e\u65b9\u6cd5\u3068\u306f\uff1f\u578b\u30d2\u30f3\u30c8\u306b\u3064\u3044\u3066\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac | \u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" \/>\n<meta property=\"og:description\" content=\"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c Python\u306e\u578b\u5b9a\u7fa9\u306e\u65b9\u6cd5\u3068\u306f\uff1f\u578b\u30d2\u30f3\u30c8\u306b\u3064\u3044\u3066\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac 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