{"id":24225,"date":"2024-10-25T14:16:31","date_gmt":"2024-10-25T14:16:31","guid":{"rendered":"https:\/\/atmokpo.com\/w\/?p=24225"},"modified":"2024-11-26T08:03:52","modified_gmt":"2024-11-26T08:03:52","slug":"%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ed%83%80%ec%9e%85-%ec%96%b4%eb%85%b8%ed%85%8c%ec%9d%b4%ec%85%98","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/24225\/","title":{"rendered":"\ud30c\uc774\uc36c \ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158"},"content":{"rendered":"\n<p>\ud30c\uc774\uc36c\uc740 \ub3d9\uc801 \ud0c0\uc774\ud551(dynamic typing) \uc5b8\uc5b4\ub85c \uc798 \uc54c\ub824\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ubcc0\uc218\uc758 \ud0c0\uc785\uc744 \uba85\uc2dc\ud560 \ud544\uc694 \uc5c6\uc774 \ubaa8\ub4e0 \uac12\uc774 \uc2e4\ud589 \uc2dc\uac04\uc5d0 \uccb4\ud06c\ub418\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub300\uaddc\ubaa8 \ud504\ub85c\uc81d\ud2b8\uac00 \ubcf5\uc7a1\ud574\uc9c0\uace0 \uc5ec\ub7ec \uac1c\ubc1c\uc790\uac00 \ud611\ub825\ud558\uac8c \ub418\uba74\uc11c, \ucf54\ub4dc\uc758 \uc774\ud574 \ubc0f \uc720\uc9c0\ubcf4\uc218\uac00 \uc5b4\ub824\uc6cc\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ud30c\uc774\uc36c 3.5\ubd80\ud130\ub294&nbsp;<strong>\ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158(Type Annotation)<\/strong>\uc774 \ub3c4\uc785\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158\uc744 \uc0ac\uc6a9\ud558\uba74 \ucf54\ub4dc\uc758 \uac00\ub3c5\uc131\uc744 \ub192\uc774\uace0 \ubc84\uadf8\ub97c \uc608\ubc29\ud558\uba70 \uc790\ub3d9 \uc644\uc131 \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. \ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158\uc758 \uae30\ucd08<\/h2>\n\n\n\n<p>\ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158\uc740 \ubcc0\uc218\ub098 \ud568\uc218\uc758 \ud0c0\uc785\uc744 \uba85\uc2dc\uc801\uc73c\ub85c \uae30\uc220\ud560 \uc218 \uc788\uac8c \ud574\uc8fc\ub294 \ubb38\ubc95\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ubcc0\uc218\uc640 \ud568\uc218\uc758 \ud0c0\uc785\uc744 \uc5b4\ub178\ud14c\uc774\uc158\ud558\ub294 \uae30\ubcf8\uc801\uc778 \ubc29\ubc95\uc785\ub2c8\ub2e4:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\ubcc0\uc218 \uc5b4\ub178\ud14c\uc774\uc158:\nx: int = 10\ny: float = 10.5\nname: str = \"Alice\"\n\n\ud568\uc218 \uc5b4\ub178\ud14c\uc774\uc158:\ndef greeting(name: str) -&gt; str:\n    return \"Hello \" + name\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">1.1 \ubcc0\uc218\uc758 \ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158<\/h3>\n\n\n\n<p>\ubcc0\uc218\uc758 \ud0c0\uc785\uc744 \uc9c0\uc815\ud558\uc5ec \ucf54\ub4dc \uc791\uc131\uc790\ub294 \ud2b9\uc815\ud55c \ud0c0\uc785\uc774 \uae30\ub300\ub41c\ub2e4\ub294 \uc758\ub3c4\ub97c \uba85\ud655\ud788 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ud234\ub9c1\uacfc IDE\uc5d0\uc11c \uc815\uc801 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc624\ub958\ub97c \uc0ac\uc804\uc5d0 \uac10\uc9c0\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1.2 \ud568\uc218\uc758 \ud30c\ub77c\ubbf8\ud130\uc640 \ubc18\ud658 \uac12 \uc5b4\ub178\ud14c\uc774\uc158<\/h3>\n\n\n\n<p>\ud568\uc218 \uc5b4\ub178\ud14c\uc774\uc158\uc744 \ud1b5\ud574 \ud568\uc218\uc758 \uc785\ub825\uacfc \ucd9c\ub825 \ud0c0\uc785\uc744 \uba85\uc2dc\ud560 \uc218 \uc788\uc73c\uba70, \ud568\uc218\uac00 \uc5b4\ub5a0\ud55c \ud0c0\uc785\uc758 \ub370\uc774\ud130\ub97c \ubc1b\uc744\uc9c0 \uc608\uc0c1\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. \uc774\ub294 \ucf54\ub4dc \ub9ac\ubdf0 \uc2dc \ud070 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. \ub0b4\uc7a5 \ub370\uc774\ud130 \ud0c0\uc785<\/h2>\n\n\n\n<p>\ud30c\uc774\uc36c\uc740 \ub2e4\uc591\ud55c \ub0b4\uc7a5 \ub370\uc774\ud130 \ud0c0\uc785\uc744 \uc9c0\uc6d0\ud558\uba70, \uc774 \ud0c0\uc785\ub4e4\uc744 \uc5b4\ub178\ud14c\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Int, float, str, bool, None \ub4f1 \uae30\ubcf8 \ud0c0\uc785<\/li>\n\n\n\n<li>List, Dict, Set, Tuple \ub4f1 \ucee8\ud14c\uc774\ub108 \ud0c0\uc785\uc740\u00a0<strong>typing<\/strong>\u00a0\ubaa8\ub4c8\uc744 \ud1b5\ud574 \ub354 \uc138\ubd84\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>from typing import List, Dict, Tuple\n\nnames: List&#91;str] = &#91;\"Alice\", \"Bob\", \"Charlie\"]\nscores: Dict&#91;str, int] = {\"Alice\": 95, \"Bob\": 85}\nposition: Tuple&#91;int, int] = (10, 20)\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">3. \uc720\ub2c8\uc5b8\uacfc \uc635\uc154\ub110<\/h2>\n\n\n\n<p>\uc5ec\ub7ec \ud0c0\uc785\uc744 \ud5c8\uc6a9\ud574\uc57c \ud558\ub294 \uacbd\uc6b0&nbsp;<code>Union<\/code>\uc744 \uc0ac\uc6a9\ud558\uace0, None\uc744 \ud5c8\uc6a9\ud558\ub294 \uacbd\uc6b0&nbsp;<code>Optional<\/code>\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc77c\ubc18\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from typing import Union, Optional\n\nvalue: Union&#91;int, float] = 5.5\n\ndef get_user(id: int) -&gt; Optional&#91;Dict&#91;str, str]]:\n    if id == 1:\n        return {\"name\": \"Alice\", \"role\": \"admin\"}\n    return None\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">4. \uc0ac\uc6a9\uc790 \uc815\uc758 \ud0c0\uc785<\/h2>\n\n\n\n<p>\ubcf5\uc7a1\ud55c \ud0c0\uc785\uc744 \uc815\uc758\ud574\uc57c \ud558\ub294 \uacbd\uc6b0,&nbsp;<code>Type<\/code>&nbsp;\ub610\ub294&nbsp;<code>NewType<\/code>&nbsp;\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub354\uc6b1 \uba85\ud655\ud55c \ucf54\ub4dc\ub97c \uc791\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from typing import NewType\n\nUserID = NewType('UserID', int)\nadmin_user_id: UserID = UserID(524313)\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">4.1 \ud0c0\uc785 \uc568\ub9ac\uc5b4\uc2a4<\/h3>\n\n\n\n<p>\ud0c0\uc785 \uc568\ub9ac\uc5b4\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubcf5\uc7a1\ud55c \ud0c0\uc785 \uad6c\uc870\ub97c \uac04\uacb0\ud55c \uc774\ub984\uc73c\ub85c \ud45c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Vector = List&#91;float]\n\ndef normalize(vec: Vector) -&gt; Vector:\n    magnitude = sum(x**2 for x in vec) ** 0.5\n    return &#91;x \/ magnitude for x in vec]\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">5. \uc81c\ub124\ub9ad(Generic) \ud0c0\uc785<\/h2>\n\n\n\n<p>\uc81c\ub124\ub9ad \ud0c0\uc785\uc744 \uc0ac\uc6a9\ud558\uba74 \ud558\ub098\uc758 \ud568\uc218\ub098 \ud074\ub798\uc2a4\ub97c \uc5ec\ub7ec \ud0c0\uc785\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;<code>typing.Generic<\/code>&nbsp;\ud074\ub798\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc81c\ub124\ub9ad \ud0c0\uc785\uc744 \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from typing import TypeVar, Generic\n\nT = TypeVar('T')\n\nclass Box(Generic&#91;T]):\n    def __init__(self, content: T) -&gt; None:\n        self.content = content\n\nint_box = Box(123)\nstr_box = Box(\"hello\")\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">6. \uace0\uae09 \uc608\uc81c<\/h2>\n\n\n\n<p>\ub2e4\uc74c\uc740 \ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158\uc744 \ud65c\uc6a9\ud558\uc5ec \uc791\uc131\ub41c \uc870\uae08 \ub354 \ubcf5\uc7a1\ud55c \uc608\uc81c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from typing import List, Dict, Union, Callable\n\ndef process_data(data: List&#91;Union&#91;int, float, str]]) -&gt; Dict&#91;str, Union&#91;int, float]]:\n    result: Dict&#91;str, Union&#91;int, float]] = {'total': 0, 'numeric_count': 0}\n\n    def is_number(val: Union&#91;int, float, str]) -&gt; bool:\n        return isinstance(val, (int, float))\n\n    for item in data:\n        if is_number(item):\n            result&#91;'total'] += item  # \ud0c0\uc785 \uacbd\uace0\ub294 \ub9c9\uc544\uc900\ub2e4.\n            result&#91;'numeric_count'] += 1\n\n    return result\n\nmixed_data: List&#91;Union&#91;int, float, str]] = &#91;10, '20', 30.5, 'forty', '60', 70.2]\noutput = process_data(mixed_data)\nprint(output)\n# {'total': 110.7, 'numeric_count': 3}\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">7. \uc815\uc801 \ud0c0\uc785 \uccb4\ud06c \ud234<\/h2>\n\n\n\n<p>\ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158\uc740 \uc815\uc801 \ud0c0\uc785 \uccb4\ud06c \ud234\uacfc \ud568\uaed8 \uc0ac\uc6a9\ub420 \ub54c \uac00\uc7a5 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ud30c\uc774\uc36c\uc5d0\uc11c\ub294&nbsp;<strong>mypy<\/strong>,&nbsp;<strong>Pyright<\/strong>,&nbsp;<strong>Pylance<\/strong>&nbsp;\uac19\uc740 \ud234\ub4e4\uc774 \ub9ce\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc608\ub97c \ub4e4\uc5b4,&nbsp;<code>mypy<\/code>\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>mypy script.py<\/code><\/pre>\n\n\n\n<p>\uc774\ub7ec\ud55c \ud234\uc740 \ucf54\ub4dc\uc758 \ud0c0\uc785 \uc77c\uad00\uc131\uc744 \uac80\uc0ac\ud558\uace0 \uc608\uc0c1\uce58 \ubabb\ud55c \ud0c0\uc785 \uc624\ub958\ub97c \uc608\ubc29\ud558\ub294 \ub370 \ub9e4\uc6b0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">8. \uacb0\ub860<\/h2>\n\n\n\n<p>\ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158\uc740 \ud30c\uc774\uc36c\uc758 \uac15\ub825\ud55c \uae30\ub2a5\uc73c\ub85c, \ucf54\ub4dc\uc758 \uac00\ub3c5\uc131\uc744 \ub192\uc774\uace0 \uc720\uc9c0\ubcf4\uc218\ub97c \uc27d\uac8c \ud558\uba70 \uc624\ub958\ub97c \uc0ac\uc804\uc5d0 \uc608\ubc29\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \ub610\ud55c, \uc815\uc801 \ubd84\uc11d \ub3c4\uad6c\uc640 \uacb0\ud569\ud558\uc5ec \ub300\uaddc\ubaa8 \ud504\ub85c\uc81d\ud2b8\uc5d0 \ub354\uc6b1 \uc548\uc815\uc131\uc744 \ubd80\uc5ec\ud569\ub2c8\ub2e4. \uc774 \uac15\uc88c\ub97c \ud1b5\ud574 \uc5ec\ub7ec\ubd84\uc774 \ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158\uc744 \uc798 \ud65c\uc6a9\ud560 \uc218 \uc788\uac8c \ub418\uc5b4, \ubcf4\ub2e4 \uacac\uace0\ud55c \ud30c\uc774\uc36c \ucf54\ub4dc\ub97c \uc791\uc131\ud558\uae38 \uae30\ub300\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud30c\uc774\uc36c\uc740 \ub3d9\uc801 \ud0c0\uc774\ud551(dynamic typing) \uc5b8\uc5b4\ub85c \uc798 \uc54c\ub824\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ubcc0\uc218\uc758 \ud0c0\uc785\uc744 \uba85\uc2dc\ud560 \ud544\uc694 \uc5c6\uc774 \ubaa8\ub4e0 \uac12\uc774 \uc2e4\ud589 \uc2dc\uac04\uc5d0 \uccb4\ud06c\ub418\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub300\uaddc\ubaa8 \ud504\ub85c\uc81d\ud2b8\uac00 \ubcf5\uc7a1\ud574\uc9c0\uace0 \uc5ec\ub7ec \uac1c\ubc1c\uc790\uac00 \ud611\ub825\ud558\uac8c \ub418\uba74\uc11c, \ucf54\ub4dc\uc758 \uc774\ud574 \ubc0f \uc720\uc9c0\ubcf4\uc218\uac00 \uc5b4\ub824\uc6cc\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ud30c\uc774\uc36c 3.5\ubd80\ud130\ub294&nbsp;\ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158(Type Annotation)\uc774 \ub3c4\uc785\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158\uc744 \uc0ac\uc6a9\ud558\uba74 \ucf54\ub4dc\uc758 \uac00\ub3c5\uc131\uc744 \ub192\uc774\uace0 \ubc84\uadf8\ub97c \uc608\ubc29\ud558\uba70 \uc790\ub3d9 \uc644\uc131 \uae30\ub2a5\uc744 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/24225\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\ud30c\uc774\uc36c \ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[11],"tags":[14,15],"class_list":["post-24225","post","type-post","status-publish","format-standard","hentry","category-11","tag-14","tag-15"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\ud30c\uc774\uc36c \ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/24225\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ud30c\uc774\uc36c \ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ud30c\uc774\uc36c\uc740 \ub3d9\uc801 \ud0c0\uc774\ud551(dynamic typing) \uc5b8\uc5b4\ub85c \uc798 \uc54c\ub824\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ubcc0\uc218\uc758 \ud0c0\uc785\uc744 \uba85\uc2dc\ud560 \ud544\uc694 \uc5c6\uc774 \ubaa8\ub4e0 \uac12\uc774 \uc2e4\ud589 \uc2dc\uac04\uc5d0 \uccb4\ud06c\ub418\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub300\uaddc\ubaa8 \ud504\ub85c\uc81d\ud2b8\uac00 \ubcf5\uc7a1\ud574\uc9c0\uace0 \uc5ec\ub7ec \uac1c\ubc1c\uc790\uac00 \ud611\ub825\ud558\uac8c \ub418\uba74\uc11c, \ucf54\ub4dc\uc758 \uc774\ud574 \ubc0f \uc720\uc9c0\ubcf4\uc218\uac00 \uc5b4\ub824\uc6cc\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ud30c\uc774\uc36c 3.5\ubd80\ud130\ub294&nbsp;\ud0c0\uc785 \uc5b4\ub178\ud14c\uc774\uc158(Type 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