{"id":2061,"date":"2018-09-29T17:30:25","date_gmt":"2018-09-29T08:30:25","guid":{"rendered":"https:\/\/blog.ymyzk.com\/?p=2061"},"modified":"2018-11-04T22:20:30","modified_gmt":"2018-11-04T13:20:30","slug":"creating-packages-using-pep-561","status":"publish","type":"post","link":"https:\/\/blog.ymyzk.com\/2018\/09\/creating-packages-using-pep-561\/","title":{"rendered":"PEP 561 \u306b\u6e96\u62e0\u3057\u305f\u578b\u30d2\u30f3\u30c8\u3092\u542b\u3080\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u4f5c\u308a\u65b9"},"content":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f Python 3.7 \u3067\u63a1\u629e\u3055\u308c\u305f <a href=\"https:\/\/www.python.org\/dev\/peps\/pep-0561\/\" target=\"_blank\" rel=\"noopener nofollow\">PEP 561 Distributing and Packaging Type Information<\/a> \u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u89e3\u8aac\u3057\uff0cPEP 561 \u306b\u6e96\u62e0\u3057\u305f\uff0c\u578b\u30d2\u30f3\u30c8\u3092\u542b\u3080\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u4f5c\u6210\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\uff0e<br \/>\n<!--more--><\/p>\n<h2>PEP 561 \u4ee5\u524d\u306e\u578b\u60c5\u5831\u306e\u914d\u5e03\u4e8b\u60c5<\/h2>\n<p>PEP 561 \u4ee5\u524d\u306f\u4e3b\u306b <a href=\"https:\/\/github.com\/python\/typeshed\" target=\"_blank\" rel=\"noopener nofollow\">typeshed<\/a> \u3092\u901a\u3058\u3066\uff0c\u6a19\u6e96\u30e9\u30a4\u30d6\u30e9\u30ea\u30fb\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30fc\u306e\u578b\u60c5\u5831\u304c\u914d\u5e03\u3055\u308c\u3066\u3044\u307e\u3057\u305f\uff0etypeshed \u306b\u306f\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u958b\u767a\u8005\u304c\u540c\u610f\u3057\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u578b\u60c5\u5831\u3057\u304b\u767b\u9332\u3067\u304d\u306a\u3044\u3068\u3044\u3046\u5236\u9650\u3084\uff0c\u3069\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u578b\u60c5\u5831\u304b\u3068\u3044\u3046\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u554f\u984c\uff0ctypeshed \u306e\u30e1\u30f3\u30c6\u30ca\u30fc\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u304c\u5fc5\u8981\u306a\u305f\u3081\u30b9\u30b1\u30fc\u30eb\u3057\u3065\u3089\u3044\u3068\u3044\u3063\u305f\u554f\u984c\u304c\u3042\u308a\u307e\u3057\u305f\uff0e<\/p>\n<p>\u8a73\u7d30\u306f\u5272\u611b\u3057\u307e\u3059\u304c\uff0c<a href=\"https:\/\/www.python.org\/dev\/peps\/pep-0484\/#storing-and-distributing-stub-files\" target=\"_blank\" rel=\"noopener nofollow\">PEP 484 \u306e &#8220;Storing and distributing stub files&#8221;<\/a> \u306e\u7bc0\u306b\u3082\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb (\u578b\u60c5\u5831) \u306e\u914d\u5e03\u65b9\u6cd5\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3057\u305f\uff0e\u3057\u304b\u3057\uff0c\u3042\u307e\u308a\u4f7f\u3044\u3084\u3059\u3044\/\u5206\u304b\u308a\u3084\u3059\u3044\u3082\u306e\u3068\u306f\u8a00\u3048\u305a\uff0c\u73fe\u5728\u3067\u306f PEP 561 \u306e\u65b9\u6cd5\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\uff0e<\/p>\n<p>\u307e\u305f\uff0cmypy \u3067\u306f <code>MYPYPATH<\/code> \u3092\u4f7f\u3063\u3066\uff0c\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb\u3092\u7f6e\u3044\u305f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u6307\u5b9a\u3057\u3066\u578b\u691c\u67fb\u3092\u884c\u3046\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\uff0e\u3057\u304b\u3057\uff0c\u3053\u308c\u306f PEP 484 \u3067\u5b9a\u3081\u3089\u308c\u305f\u7bc4\u56f2\u5916\u306e mypy \u72ec\u81ea\u306e\u6a5f\u80fd\u3067\u3057\u305f\uff0e<\/p>\n<h2>PEP 561 \u306e\u7c21\u5358\u306a\u89e3\u8aac<\/h2>\n<p>PEP 561 \u3067\u306f\u4e3b\u306b\u6b21\u306e\u3053\u3068\u304c\u5b9a\u3081\u3089\u308c\u3066\u3044\u307e\u3059\uff0e<\/p>\n<ul>\n<li>\u578b\u30d2\u30f3\u30c8\u304c\u3064\u3044\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f5c\u6210\u30fb\u914d\u5e03\u3059\u308b\u65b9\u6cd5 (\u30a4\u30f3\u30e9\u30a4\u30f3\u30d1\u30c3\u30b1\u30fc\u30b8)<\/li>\n<li>\u4ed6\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u305f\u3081\u306e\uff0c\u578b\u30d2\u30f3\u30c8\u306e\u307f\u3092\u542b\u3080\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f5c\u6210\u30fb\u914d\u5e03\u3059\u308b\u65b9\u6cd5 (\u30b9\u30bf\u30d6\u30d1\u30c3\u30b1\u30fc\u30b8)<\/li>\n<li>Type Checker Module Resolution Order (\u8a73\u7d30\u306f\u5f8c\u8ff0)<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u304c\u5b9a\u3081\u3089\u308c\u305f\u3053\u3068\u3067\uff0c\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\uff0e<\/p>\n<ul>\n<li>typeshed \u3092\u5229\u7528\u305b\u305a\u306b\uff0c\u81ea\u5206\u304c\u958b\u767a\u3057\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u578b\u30d2\u30f3\u30c8\u4ed8\u304d\u3067\u914d\u5e03\u3067\u304d\u308b<\/li>\n<li>\u578b\u30d2\u30f3\u30c8\u306e\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb\u306e\u307f\u3092\u542b\u3080\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u914d\u5e03\u3067\u304d\u308b\n<ul>\n<li>\u4f7f\u7528\u4f8b1: \u578b\u30d2\u30f3\u30c8\u3092\u30d1\u30c3\u30b1\u30fc\u30b8\u672c\u4f53\u3068\u4e00\u7dd2\u306b\u914d\u5e03\u3057\u305f\u304f\u306a\u3044\u5834\u5408<\/li>\n<li>\u4f7f\u7528\u4f8b2: \u30d1\u30c3\u30b1\u30fc\u30b8\u958b\u767a\u8005\u3068\u5225\u306e\u4eba\u304c\u578b\u30d2\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u914d\u5e03\u3057\u305f\u3044\u5834\u5408<\/li>\n<li>\u4f7f\u7528\u4f8b3: \u30d7\u30e9\u30a4\u30d9\u30fc\u30c8 (\u793e\u5185\u306a\u3069) \u306b\uff0c\u578b\u60c5\u5831\u3092\u914d\u5e03\u3057\u305f\u3044\u5834\u5408<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u5177\u4f53\u7684\u306a\u4f8b\u3068\u3057\u3066\u306f numpy \u306e\u578b\u30d2\u30f3\u30c8\u304c <a href=\"https:\/\/github.com\/numpy\/numpy-stubs\" rel=\"nofollow noopener\" target=\"_blank\">numpy-stubs<\/a> \u3068\u3044\u3046\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u958b\u767a\u3055\u308c\u3066\u3044\u307e\u3059\uff0e<\/p>\n<h3>Type Checker Module Resolution Order<\/h3>\n<p>Type Checker Module Resolution Order \u306f\u578b\u691c\u67fb\u5668\u304c\u3069\u306e\u9806\u5e8f\u3067\u578b\u60c5\u5831 (\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb) \u3092\u53c2\u7167\u3059\u308b\u3079\u304d\u304b\u306e\u30eb\u30fc\u30eb\u3067\u3059\uff0e\u5177\u4f53\u7684\u306b\u306f\u6b21\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u307e\u3059\uff0e(\u4e0a\u306e\u3082\u306e\u306e\u65b9\u304c\u512a\u5148\u9806\u4f4d\u304c\u9ad8\u3044)<\/p>\n<ol>\n<li>\u30e6\u30fc\u30b6\u30fc\u306e\u66f8\u3044\u3066\u3044\u308b\u30b3\u30fc\u30c9 (\u578b\u691c\u67fb\u5668\u304c\u5b9f\u884c\u3055\u308c\u308b\u30b3\u30fc\u30c9)<\/li>\n<li>\u624b\u52d5\u3067\u8a2d\u5b9a\u3055\u308c\u305f\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb\u3084 Python \u306e\u30bd\u30fc\u30b9 (MYPYPATH \u306a\u3069)<\/li>\n<li>\u30b9\u30bf\u30d6\u30d1\u30c3\u30b1\u30fc\u30b8 (\u5f8c\u8ff0\u3059\u308b -stubs \u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u540d\u304c\u7d42\u308f\u308b\uff0c\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb\u306e\u307f\u3092\u542b\u3080\u30d1\u30c3\u30b1\u30fc\u30b8)<\/li>\n<li>\u30a4\u30f3\u30e9\u30a4\u30f3\u30d1\u30c3\u30b1\u30fc\u30b8 (\u578b\u30d2\u30f3\u30c8\u3092\u542b\u3080\u30d1\u30c3\u30b1\u30fc\u30b8)<\/li>\n<li>typeshed<\/li>\n<\/ol>\n<p>\u3053\u306e\u898f\u5247\u304c\u5b9a\u7fa9\u3055\u308c\u305f\u3053\u3068\u3067\uff0ctypeshed \u3067\u914d\u5e03\u3055\u308c\u3066\u3044\u308b\u578b\u60c5\u5831\u306b\u554f\u984c\u304c\u3042\u308b\u5834\u5408\u306b\uff0c\u30b9\u30bf\u30d6\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u3066\u578b\u60c5\u5831\u3092\u4e0a\u66f8\u304d\u3059\u308b\u3068\u3044\u3063\u305f\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\uff0e<\/p>\n<h2>PEP 561 \u3078\u306e\u578b\u691c\u67fb\u5668\u306e\u5bfe\u5fdc\u72b6\u6cc1<\/h2>\n<p>2018\u5e744\u6708\u30ea\u30ea\u30fc\u30b9\u306e <a href=\"http:\/\/mypy-lang.blogspot.com\/2018\/04\/mypy-0590-released.html\" target=\"_blank\" rel=\"noopener nofollow\">mypy 0.590 \u304b\u3089 PEP 561 \u306e\u5b9f\u9a13\u7684\u306a\u30b5\u30dd\u30fc\u30c8<\/a>\u304c\u8ffd\u52a0\u3055\u308c\u3066\u3044\u307e\u3059\uff0e<a href=\"https:\/\/github.com\/google\/pytype\/issues\/151\" rel=\"nofollow noopener\" target=\"_blank\">Google \u306e pytype<\/a>\uff0c<a href=\"https:\/\/github.com\/facebook\/pyre-check\/issues\/70\" rel=\"nofollow noopener\" target=\"_blank\">Facebook \u306e pyre-check<\/a> \u3067\u3082\u305d\u308c\u305e\u308c PEP 561 \u5bfe\u5fdc\u306e issue \u306f\u4f5c\u3089\u308c\u3066\u3044\u307e\u3059\u304c\uff0c\u307e\u3060\u5b9f\u88c5\u306f\u9032\u3093\u3067\u3044\u306a\u3044\u3088\u3046\u3067\u3059\uff0e<\/p>\n<h2>PEP 561 \u306b\u6e96\u62e0\u3057\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u4f5c\u308a\u65b9<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f PEP 561 \u306b\u6e96\u62e0\u3057\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u4f5c\u308a\u65b9\u3092\u3044\u304f\u3064\u304b\u306e3\u3064\u306e\u30b1\u30fc\u30b9\u306b\u5206\u3051\u3066\u7d39\u4ecb\u3057\u307e\u3059\uff0e\u3053\u3053\u3067\u7d39\u4ecb\u3057\u3066\u3044\u308b\u30b5\u30f3\u30d7\u30eb\u306f\u3059\u3079\u3066 GitHub \u306e <a href=\"https:\/\/github.com\/ymyzk\/pep-561-samples\" target=\"_blank\" rel=\"noopener nofollow\">ymyzk\/pep-561-samples<\/a>\u00a0\u3067\u516c\u958b\u3057\u3066\u3044\u307e\u3059\uff0e\u3053\u306e\u8a18\u4e8b\u3067\u306f <code>say_hello<\/code> \u3068\u3044\u3046\u95a2\u6570\u3092\u4e00\u3064\u3060\u3051\u542b\u3080\uff0c <code>hello<\/code> \u3068\u3044\u3046\u30b7\u30f3\u30d7\u30eb\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u984c\u6750\u306b\u3057\u307e\u3059\uff0e<\/p>\n<pre><code class=\"python\"># hello\/__init__.py\r\ndef say_hello(name):\r\n    print(f\"Hello, {name}\")<\/code><\/pre>\n<h3>\u578b\u30d2\u30f3\u30c8\u4ed8\u304d\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u914d\u5e03\u3057\u305f\u3044 (\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u7de8)<\/h3>\n<p>\u6b21\u306e\u3088\u3046\u306b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u7528\u3044\u3066\uff0c\u578b\u30d2\u30f3\u30c8\u3092\u8a18\u8ff0\u3057\u3066\u3044\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u914d\u5e03\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\uff0e(\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u00a0<code class=\"custom-plain\">hello-typed1<\/code>\u00a0\u306b\u5bfe\u5fdc)<\/p>\n<pre><code class=\"python\"># hello\/__init__.py\r\ndef say_hello(name: str) -&gt; None:\r\n    print(f\"Hello, {name}\")<\/code><\/pre>\n<p>\u3053\u306e\u5834\u5408\u306f <code>py.typed<\/code> \u3068\u3044\u3046\u540d\u524d\u306e\u7a7a\u30d5\u30a1\u30a4\u30eb\u3092\u578b\u60c5\u5831\u3092\u542b\u3080\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u76f4\u4e0b\u306b\u7f6e\u304d\uff0c\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u542b\u3081\u307e\u3059\uff0e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u6210:<\/p>\n<pre><code class=\"custom-plain\">hello-typed1\r\n\u251c\u2500\u2500 hello\r\n\u2502\u00a0\u00a0 \u251c\u2500\u2500 __init__.py\r\n\u2502\u00a0\u00a0 \u2514\u2500\u2500 py.typed\r\n\u2514\u2500\u2500 setup.py<\/code><\/pre>\n<p><code>setup.py<\/code> \u3067 <code>package_data<\/code> \u3092\u7528\u3044\u3066\uff0c<code>py.typed<\/code> \u304c\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u542b\u307e\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\uff0e<\/p>\n<pre><code class=\"python\"># setup.py\r\nfrom setuptools import setup\r\n\r\nsetup(\r\n    name=\"hello-typed1\",\r\n    version=\"0.0.1\",\r\n    packages=[\"hello\"],\r\n    package_data={\r\n        \"hello\": [\"py.typed\"],\r\n    },\r\n)<\/code><\/pre>\n<p>\u7c21\u5358\u306a\u307e\u3068\u3081: \u30d5\u30a1\u30a4\u30eb <code>py.typed<\/code> \u3092\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u7f6e\u304f \/ <code>package_data<\/code> \u3067 <code>py.typed<\/code> \u3092\u542b\u3081\u308b<\/p>\n<h3>\u578b\u30d2\u30f3\u30c8\u4ed8\u304d\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u914d\u5e03\u3057\u305f\u3044 (\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb\u7de8)<\/h3>\n<p>\u6b21\u306e\u3088\u3046\u306b\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb (\u62e1\u5f35\u5b50\u304c <code>.pyi<\/code> \u306e\u30d5\u30a1\u30a4\u30eb) \u3092\u7528\u3044\u3066\uff0c\u30d7\u30ed\u30b0\u30e9\u30e0\u672c\u4f53\u3068\u5225\u306b\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb\u306b\u578b\u30d2\u30f3\u30c8\u3092\u8a18\u8ff0\u3057\u3066\u3044\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u914d\u5e03\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\uff0e\u3053\u306e\u65b9\u6cd5\u306f Python 2\/3 \u4e21\u5bfe\u5fdc\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u958b\u767a\u3057\u3066\u3044\u308b\u5834\u5408\u306b\u6709\u7528\u3067\u3059\uff0e (\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u00a0<code class=\"custom-plain\">hello-typed2<\/code>\u00a0\u306b\u5bfe\u5fdc)<\/p>\n<pre><code class=\"python\"># hello\/__init__.py\r\ndef say_hello(name):\r\n    print(f\"Hello, {name}\")<\/code><\/pre>\n<pre><code class=\"python\"># hello\/__init__.pyi\r\ndef say_hello(name: str) -&gt; None: ...<\/code><\/pre>\n<p>\u3053\u306e\u5834\u5408\u3082\u00a0<code>py.typed<\/code> \u3068\u3044\u3046\u540d\u524d\u306e\u7a7a\u30d5\u30a1\u30a4\u30eb\u3092\u578b\u60c5\u5831\u3092\u542b\u3080\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u76f4\u4e0b\u306b\u7f6e\u304d\uff0c\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u542b\u3081\u307e\u3059\uff0e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u6210:<\/p>\n<pre><code class=\"custom-plain\">hello-typed2\r\n\u251c\u2500\u2500 hello\r\n\u2502\u00a0\u00a0 \u251c\u2500\u2500 __init__.py\r\n\u2502\u00a0\u00a0 \u251c\u2500\u2500 __init__.pyi\r\n\u2502\u00a0\u00a0 \u2514\u2500\u2500 py.typed\r\n\u2514\u2500\u2500 setup.py<\/code><\/pre>\n<p><code>setup.py<\/code> \u3067 <code>package_data<\/code> \u3092\u7528\u3044\u3066\uff0c<code>py.typed<\/code>\u00a0\u3068\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb (<code>.pyi<\/code>) \u304c\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u542b\u307e\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\uff0e<\/p>\n<pre><code class=\"python\"># setup.py\r\nfrom setuptools import setup\r\n\r\nsetup(\r\n    name=\"hello-typed2\",\r\n    version=\"0.0.1\",\r\n    packages=[\"hello\"],\r\n    package_data={\r\n        \"hello\": [\"py.typed\", \"*.pyi\"],\r\n    },\r\n)<\/code><\/pre>\n<p>\u7c21\u5358\u306a\u307e\u3068\u3081: \u30d5\u30a1\u30a4\u30eb <code>py.typed<\/code> \u3092\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u7f6e\u304f \/ <code>package_data<\/code> \u3067 <code>py.typed<\/code> \u3068 <code>*.pyi<\/code>\u00a0\u3092\u542b\u3081\u308b<\/p>\n<h3>\u4ed6\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u305f\u3081\u306e\u578b\u30d2\u30f3\u30c8\u3092\u5225\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u914d\u5e03\u3057\u305f\u3044<\/h3>\n<p>\u5148\u307b\u3069\u6319\u3052\u305f numpy-stubs \u306e\u3088\u3046\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u914d\u5e03\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\uff0e\u3053\u3053\u3067\u306f\uff0c\u578b\u30d2\u30f3\u30c8\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u00a0<code class=\"custom-plain\">hello<\/code>\u00a0\u306e\u305f\u3081\u306e\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb\u306e\u307f\u3092\u542b\u3080 <code>hello-stubs<\/code> \u3068\u3044\u3046\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u307e\u3059\uff0e\u00a0(\u30ea\u30dd\u30b8\u30c8\u30ea\u306e <code>hello<\/code> \/ <code>hello-stubs<\/code> \u306b\u5bfe\u5fdc)<\/p>\n<pre><code class=\"python\"># hello-stubs\/__init__.pyi\r\ndef say_hello(name: str) -&gt; None: ...<\/code><\/pre>\n<p>\u3053\u306e\u5834\u5408\u306f\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u540d\u306e\u672b\u5c3e\u306b <code>-stubs<\/code> \u3068\u3044\u3046\u30b5\u30d5\u30a3\u30c3\u30af\u30b9\u3092\u4ed8\u3051\u307e\u3059\uff0e\u307e\u305f\uff0c <code>-stubs<\/code> \u304b\u3089\u3053\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u578b\u60c5\u5831\u3092\u542b\u3093\u3067\u3044\u308b\u3053\u3068\u306f\u660e\u3089\u304b\u3067\u3042\u308b\u3068\u306e\u7406\u7531\u304b\u3089\u00a0<code>py.typed<\/code>\u00a0\u3092\u7f6e\u304f\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\uff0e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u6210:<\/p>\n<pre><code class=\"custom-plain\">hello-stubs\r\n\u251c\u2500\u2500 hello-stubs\r\n\u2502\u00a0\u00a0 \u251c\u2500\u2500 __init__.pyi\r\n\u2514\u2500\u2500 setup.py<\/code><\/pre>\n<p><code>setup.py<\/code> \u3067 <code>package_data<\/code> \u3092\u7528\u3044\u3066\uff0c\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb (<code>.pyi<\/code>) \u304c\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u542b\u307e\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\uff0e\u307e\u305f\uff0c<code>install_requires<\/code> \u3092\u7528\u3044\u3066\uff0c\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u3069\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u305f\u3081\u306e\u30b9\u30bf\u30d6\u30d5\u30a1\u30a4\u30eb\u3092\u542b\u3080\u30d1\u30c3\u30b1\u30fc\u30b8\u304b\u3092\u660e\u793a\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\uff0e<\/p>\n<pre><code class=\"python\"># setup.py\r\nfrom setuptools import setup\r\n\r\nsetup(\r\n    name=\"hello-stubs\",\r\n    version=\"0.0.1\",\r\n    packages=[\"hello-stubs\"],\r\n    package_data={\r\n        \"hello-stubs\": [\"*.pyi\"],\r\n    },\r\n    install_requires=[\r\n        \"hello==0.0.1\",\r\n    ],\r\n)<\/code><\/pre>\n<p>\u7c21\u5358\u306a\u307e\u3068\u3081: \u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u540d\u306e\u5f8c\u308d\u306b <code>-stubs<\/code> \u3092\u4ed8\u3051\u3066\u30b9\u30bf\u30d6\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f5c\u308b \/ <code>package_data<\/code> \u3067\u00a0<code>*.pyi<\/code> \u3092\u542b\u3081\u308b \/ <code>install_requires<\/code> \u3067\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u6307\u5b9a\u3059\u308b\uff0e(\u8ffd\u8a18: 2018\/9\/30 \u3053\u306e\u6bb5\u843d\u306e\u00a0<code>package_data<\/code>\u00a0\u306b\u3064\u3044\u3066\uff0c\u8aa4\u308a\u304c\u3042\u3063\u305f\u305f\u3081\u4fee\u6b63\u3057\u307e\u3057\u305f\uff0e2018\/11\/4 \u3053\u306e\u6bb5\u843d\u306e setup.py \u306e\u5185\u5bb9\u306e\u8aa4\u308a\u3092\u4fee\u6b63\u3057\u307e\u3057\u305f\uff0e)<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f PEP 561\u00a0Distributing and Packaging Type Information \u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u7d39\u4ecb\u3057\u305f\u4e0a\u3067\uff0cPEP 561 \u306b\u6e96\u62e0\u3057\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u4f5c\u6210\u65b9\u6cd5 (<code>py.typed<\/code> \u306a\u3069) \u3092\u5177\u4f53\u4f8b\u3092\u4ea4\u3048\u3066\u7d39\u4ecb\u3057\u307e\u3057\u305f\uff0ePartial stub package \u306a\u3069\u4e00\u90e8\u8aac\u660e\u3057\u3066\u3044\u306a\u3044\u90e8\u5206\u3082\u3042\u308b\u306e\u3067\uff0c\u8a73\u7d30\u306f PEP 561 \u3092\u53c2\u7167\u3057\u3066\u4e0b\u3055\u3044\uff0e<\/p>\n<p>\u307e\u305f\uff0c\u73fe\u6642\u70b9\u3067\u81ea\u5206\u304c\u8abf\u3079\u305f\u7bc4\u56f2\u3067\u5206\u304b\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u4e8c\u3064\u3042\u308a\u307e\u3059\uff0e\u4e00\u3064\u306f typeshed \u306b\u3064\u3044\u3066\u3067\uff0c\u4eca\u5f8c\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30fc\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u578b\u60c5\u5831\u306e\u914d\u5e03\u304c typeshed \u304b\u3089 PEP 561 \u3092\u7528\u3044\u3066\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u578b\u60c5\u5831\u3092\u542b\u3081\u308b\u65b9\u6cd5\u304c\u4e3b\u6d41\u306b\u306a\u308b\u306e\u304b\u304c\u4e0d\u660e\u3067\u3059\uff0e\u3082\u3046\u4e00\u3064\u306f\u30b9\u30bf\u30d6\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u63a2\u3057\u65b9\u306b\u3064\u3044\u3066\u3067\u3059\uff0e\u73fe\u6642\u70b9\u3067\u306f PyPI \u306b\u767b\u9332\u3055\u308c\u3066\u3044\u308b\u30b9\u30bf\u30d6\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u4e00\u89a7\u3092\u7c21\u5358\u306b\u5f97\u308b\u65b9\u6cd5\u306f\u306a\u3044\u3088\u3046\u306b\u601d\u3044\u307e\u3059\uff0e\u3082\u3057\u30b9\u30bf\u30d6\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u305f\u3081\u306e trove classifier \u304c\u5b9a\u7fa9\u3055\u308c\u308c\u3070\uff0c\u30b9\u30bf\u30d6\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u63a2\u3057\u3084\u3059\u304f\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\uff0e<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f Python 3.7 \u3067\u63a1\u629e\u3055\u308c\u305f PEP 561 Distributing and Packaging Type Information \u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u89e3\u8aac\u3057\uff0cPEP 561 \u306b\u6e96\u62e0\u3057\u305f\uff0c\u578b\u30d2\u30f3\u30c8\u3092\u542b\u3080\u30d1 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2075,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26,3],"tags":[120,15,96],"_links":{"self":[{"href":"https:\/\/blog.ymyzk.com\/wp-json\/wp\/v2\/posts\/2061"}],"collection":[{"href":"https:\/\/blog.ymyzk.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.ymyzk.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.ymyzk.com\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.ymyzk.com\/wp-json\/wp\/v2\/comments?post=2061"}],"version-history":[{"count":18,"href":"https:\/\/blog.ymyzk.com\/wp-json\/wp\/v2\/posts\/2061\/revisions"}],"predecessor-version":[{"id":2088,"href":"https:\/\/blog.ymyzk.com\/wp-json\/wp\/v2\/posts\/2061\/revisions\/2088"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.ymyzk.com\/wp-json\/wp\/v2\/media\/2075"}],"wp:attachment":[{"href":"https:\/\/blog.ymyzk.com\/wp-json\/wp\/v2\/media?parent=2061"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.ymyzk.com\/wp-json\/wp\/v2\/categories?post=2061"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.ymyzk.com\/wp-json\/wp\/v2\/tags?post=2061"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}