{"id":46003,"date":"2023-07-01T20:58:34","date_gmt":"2023-09-20T21:33:00","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46003-2\/"},"modified":"2024-04-30T11:33:47","modified_gmt":"2024-04-30T03:33:47","slug":"46003-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46003-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u306f\u3058\u3081\u306b<\/h1>\n<p>\u3053\u306e\u8a18\u4e8b\u306fjupyter notebook Advent Calender 2016 19\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002<\/p>\n<h2>Jupyter Notebook Extension\u3068\u306f<\/h2>\n<p>\u305d\u306e\u540d\u306e\u901a\u308a\u3001Jupyter Notebook\u306e\u62e1\u5f35\u3067\u3059\u3002Jupyter Notebook\u306e\u62e1\u5f35\u3068\u3044\u3046\u3068\u3001nbextensions\u3068\u3044\u3046\u69d8\u3005\u306a\u62e1\u5f35\u3092\u542b\u3093\u3060\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u6709\u540d\u304b\u3068\u601d\u3044\u307e\u3059\u3002\u3053\u308c\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3068\u8272\u3005\u306a\u4fbf\u5229\u6a5f\u80fd\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u305d\u308c\u3067\u3082\u307e\u3060\u3082\u306e\u8db3\u308a\u306a\u304b\u3063\u305f\u308a\u3001\u3053\u3046\u3044\u3046\u6a5f\u80fd\u304c\u6b32\u3057\u3044\uff01\u3068\u3044\u3046\u306e\u304c\u51fa\u3066\u304f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u672c\u8a18\u4e8b\u3067\u306f\u72ec\u81ea\u306e\u62e1\u5f35\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8ff0\u3079\u307e\u3059\u3002<\/p>\n<h2>Extensions\u306e\u7a2e\u985e<\/h2>\n<p>Jupyter Notebook\u306b\u306f\u30013\u7a2e\u985e\u306eExtensions\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">front end extension<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">server extension<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">bundle extension<\/ul>\n<p>(\u3042\u3001\u3042\u3068\u30ad\u30fc\u30de\u30c3\u30d7\u3092\u5909\u3048\u308b\u3084\u3064\u3068\u304b\u304c\u3042\u3063\u305f\u6c17\u304c\u3057\u307e\u3059\u304c\u305d\u3061\u3089\u306b\u3064\u3044\u3066\u306f\u7701\u7565\u3057\u307e\u3059\u3002\u3059\u3044\u307e\u305b\u3093\u3002)<\/p>\n<p>\u4e0a\u4e8c\u3064\u306f\u540d\u524d\u306e\u901a\u308a\u3067\u3059\u3002\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3001\u3059\u306a\u308f\u3061\u30d6\u30e9\u30a6\u30b6\u5074\u3067\u52d5\u304f\u30b3\u30fc\u30c9\u306e\u62e1\u5f35\u3001\u305d\u3057\u3066\u3001\u30b5\u30fc\u30d0\u30fc\u5074\u3067\u52d5\u304f\u62e1\u5f35\u3067\u3059\u3002\u6700\u5f8c\u306e\uff11\u3064\u306b\u3064\u3044\u3066\u306f\u5f8c\u7a0b\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<h1>Hello Extensions!<\/h1>\n<p>\u3055\u3066\u3001\u3055\u3063\u305d\u304f\u4f5c\u3063\u3066\u3044\u304d\u305f\u3044\u3067\u3059\u304c\u3001\u307e\u305a\u306f\u74b0\u5883\u69cb\u7bc9\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002Python\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306f3.5.2\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>pip <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> pip\r\npip <span class=\"nb\">install <\/span>notebook\r\npip <span class=\"nb\">install <\/span>jupyter_contrib_nbextensions\r\njupyter contrib nbextension <span class=\"nb\">install<\/span> <span class=\"nt\">--user<\/span>\r\njupyter notebook <span class=\"nt\">--generate-config<\/span>\r\n<\/code><\/pre>\n<p>\u3053\u3046\u3059\u308b\u3068\u3001\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b.jupyter\u3068\u3044\u3046\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002virtualenv\u3067\u4f5c\u6210\u3057\u305f\u74b0\u5883\u3067\u3084\u3063\u3066\u3082\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u4f5c\u6210\u3055\u308c\u3066\u60b2\u3057\u3044\u3002\u3069\u306a\u305f\u304b\u6b63\u3057\u3044\u65b9\u6cd5\u3092\u77e5\u3063\u3066\u3044\u305f\u3089\u6559\u3048\u3066\u304f\u3060\u3055\u3044&#8230;\u3002<\/p>\n<h2>front end extension<\/h2>\n<p>front end extension\u306f\u3001Anaconda\u3084virtualenv\u3067\u4f5c\u6210\u3057\u305fPython\u74b0\u5883\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306eshare\/jupyter\/nbextensions\u306b\u914d\u7f6e\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001virtualenv\u3067\u4f5c\u6210\u3057\u305fPython\u74b0\u5883\u306f\u3001~\/.pyenv\/versions\/(\u3053\u3053\u306bPython\u74b0\u5883\u540d)\/share\/jupyter\/nbextensions\u3067\u3059\u3002jupyter\/nbextensions\u304c\u306a\u3044\u5834\u5408\u306f\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u3067\u306f\u3001\u62e1\u5f35\u3092\u4f5c\u6210\u3057\u307e\u3057\u3087\u3046\u3002\u3053\u3053\u3067\u306fHelloFrontEndExt\u3068\u3044\u3046\u540d\u524d\u3067\u4f5c\u308a\u307e\u3059\u3002\u6b21\u306e\u3088\u3046\u306a\u69cb\u6210\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4e0a\u306b\u66f8\u3044\u305f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u914d\u7f6e\u3057\u307e\u3059\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">HelloFrontEndExt<\/ul>\n<\/li>\n<\/ul>\n<p>readme.md<br \/>\nmain.js<br \/>\nHelloFrontEndExt.yaml<br \/>\nicon.png<\/p>\n<p>readme.md\u306b\u306f\u8aac\u660e\u3092\u66f8\u304d\u307e\u3059\u3002\u307e\u3042\u8981\u3059\u308b\u306b\u666e\u901a\u306ereadme\u3067\u3059\u3002\u3053\u308c\u306fJupyter Notebook\u4e0a\u3067\u8868\u793a\u3055\u308c\u308b\u306e\u3067\u4f55\u304b\u3057\u3089\u66f8\u3044\u3066\u304a\u304f\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<br \/>\nyaml\u30d5\u30a1\u30a4\u30eb\u306f\u6b21\u306e\u3088\u3046\u306b\u8a18\u8ff0\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">Type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">IPython Notebook Extension<\/span>\r\n<span class=\"na\">Name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Hello Front End Ext<\/span>\r\n<span class=\"na\">Description<\/span><span class=\"pi\">:<\/span> <span class=\"s\">This is my first front-end extension<\/span>\r\n<span class=\"na\">Link<\/span><span class=\"pi\">:<\/span> <span class=\"s\">readme.md<\/span>\r\n<span class=\"na\">Icon<\/span><span class=\"pi\">:<\/span> <span class=\"s\">icon.png<\/span>\r\n<span class=\"na\">Main<\/span><span class=\"pi\">:<\/span> <span class=\"s\">main.js<\/span>\r\n<\/code><\/pre>\n<p>\u3055\u3066\u3001\u62e1\u5f35\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u66f8\u3044\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002Jupyter Notebook\u306e\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u306e\u30b3\u30fc\u30c9\u3067\u306fCommonJS\u3067\u306f\u306a\u304fAMD\u304c\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u306a\u306e\u3067\u3001\u3053\u306e\u62e1\u5f35\u3082AMD\u30e2\u30b8\u30e5\u30fc\u30eb\u3068\u3057\u3066\u66f8\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002main.js\u3092\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8a18\u8ff0\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nx\">define<\/span><span class=\"p\">([<\/span>\r\n    <span class=\"dl\">'<\/span><span class=\"s1\">base\/js\/namespace<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"p\">],<\/span>\r\n    <span class=\"kd\">function<\/span> <span class=\"p\">(<\/span><span class=\"nx\">Jupyter<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"dl\">\"<\/span><span class=\"s2\">use strict<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n        <span class=\"kd\">function<\/span> <span class=\"nx\">hello<\/span><span class=\"p\">()<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nx\">log<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">Hello<\/span><span class=\"dl\">'<\/span><span class=\"p\">);<\/span>\r\n        <span class=\"p\">}<\/span>\r\n        <span class=\"nx\">Jupyter<\/span><span class=\"p\">.<\/span><span class=\"nx\">toolbar<\/span><span class=\"p\">.<\/span><span class=\"nx\">add_buttons_group<\/span><span class=\"p\">([{<\/span>\r\n            <span class=\"na\">id<\/span><span class=\"p\">:<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">hello<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"na\">label<\/span><span class=\"p\">:<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">say hello<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"na\">callback<\/span><span class=\"p\">:<\/span> <span class=\"nx\">hello<\/span>\r\n        <span class=\"p\">}]);<\/span>\r\n\r\n        <span class=\"k\">return<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"na\">load_jupyter_extension<\/span><span class=\"p\">:<\/span> <span class=\"kd\">function<\/span> <span class=\"p\">()<\/span> <span class=\"p\">{<\/span> <span class=\"nx\">console<\/span><span class=\"p\">.<\/span><span class=\"nx\">log<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">My Ext is loaded!<\/span><span class=\"dl\">'<\/span><span class=\"p\">);<\/span> <span class=\"p\">}<\/span>\r\n        <span class=\"p\">};<\/span>\r\n    <span class=\"p\">}<\/span>\r\n<span class=\"p\">);<\/span>\r\n<\/code><\/pre>\n<p>base\/js\/namespace\u3092Jupyter\u3068\u3044\u3046\u540d\u524d\u3067\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u3068\u3001\u3044\u308d\u3044\u308d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u62e1\u5f35\u3067\u306f\u3001\u30c4\u30fc\u30eb\u30d0\u30fc\u306bsay hello\u3068\u3044\u3046\u540d\u524d\u306e\u3001\u62bc\u3059\u3068\u30b3\u30f3\u30bd\u30fc\u30eb\u306b&#8221;Hello&#8221;\u3068\u8868\u793a\u3059\u308b\u30dc\u30bf\u30f3\u3092\u914d\u7f6e\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u8d77\u52d5\u6642\u306bload_jupyter_extension\u3067\u6307\u5b9a\u3057\u305f\u95a2\u6570\u304c\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n<p>\u3067\u306f\u3001\u5b9f\u884c\u3057\u3066\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002jupyter notebook\u3092\u8d77\u52d5\u3057\u305f\u3089\u3001Nbextensions\u3068\u3044\u3046\u30bf\u30d6\u304c\u3042\u308b\u306e\u3067\u305d\u308c\u3092\u958b\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d627637434c4406cfff2d\/23-0.png\" alt=\"nbextensions_screen_shot.png\" \/><\/div>\n<p>\u753b\u50cf\u306e\u3088\u3046\u306b\u3001\u53f3\u5074\u306bHelloFrontEndExt\u3068\u3044\u3046\u306e\u304c\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u3053\u308c\u306f\u30c1\u30a7\u30c3\u30af\u304c\u5165\u308c\u3089\u308c\u306a\u3044\u72b6\u614b\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002Configurable nbextensions\u3068\u66f8\u3044\u3066\u3042\u308b\u3068\u3053\u308d\u306e\u4e0b\u306e\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306e\u30c1\u30a7\u30c3\u30af\u3092\u5916\u3059\u3068\u3001\u81ea\u4f5c\u306eExtension\u3082\u9078\u629e\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002HelloFrontEndExt\u306e\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u305f\u3089\u3001\u9069\u5f53\u306b\u65b0\u3057\u3044\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3057\u3066\u52d5\u4f5c\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d627637434c4406cfff2d\/25-0.png\" alt=\"test.png\" \/><\/div>\n<p>\u8b66\u544a\u30de\u30fc\u30af\u306e\u602a\u3057\u3044\u30dc\u30bf\u30f3\u304c\u30c4\u30fc\u30eb\u30d0\u30fc\u306b\u3067\u304d\u307e\u3057\u305f\u304c\u3001\u3053\u308c\u304c\u5148\u307b\u3069\u8ffd\u52a0\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u958b\u767a\u8005\u30c4\u30fc\u30eb\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3092\u958b\u3044\u305f\u72b6\u614b\u3067\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u3068\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u306bHello\u3068\u8868\u793a\u3055\u308c\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3067front end extension\u306f\u5b8c\u6210\u3067\u3059\u3002\u3053\u306e\u3084\u308a\u65b9\u3060\u3068\u3084\u306f\u308a\u9762\u5012\u304f\u3055\u3044\u3067\u3059\u304c\u3001\u50d5\u306f\u3053\u308c\u3057\u304b\u77e5\u3089\u306a\u3044\u306e\u3067\u8ab0\u304b\u6559\u3048\u3066\u304f\u3060\u3055\u3044&#8230;\u3002\u3042\u3068\u3001\u4ed6\u306b\u3082\u3044\u308d\u3044\u308d\u3067\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u3053\u3053\u3084\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u3053\u3053\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>server extension<\/h2>\n<p>server extension\u306f\u3001Python\u74b0\u5883\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306elib\u30d5\u30a9\u30eb\u30c0\u306a\u3069\u306b\u5165\u3063\u3066\u3044\u308b\u3001site-packages\/IPython\/extensions\u306b\u914d\u7f6e\u3057\u307e\u3059\u3002server extension\u306f\u5358\u4e00\u306ePython\u30d5\u30a1\u30a4\u30eb\u3060\u3051\u3067ok\u3067\u3059\u3002\u3067\u306f\u3001\u65e9\u901f\u4f5c\u308a\u307e\u3057\u3087\u3046\u3002hello_server_ext.py\u3068\u3044\u3046\u540d\u524d\u3067\u4f5c\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">notebook.utils<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">url_path_join<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">notebook.base.handlers<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">IPythonHandler<\/span>\r\n\r\n<span class=\"k\">class<\/span> <span class=\"nc\">HelloHandler<\/span><span class=\"p\">(<\/span><span class=\"n\">IPythonHandler<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">get<\/span><span class=\"p\">(<\/span><span class=\"bp\">self<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">finish<\/span><span class=\"p\">(<\/span><span class=\"s\">'Hello'<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"k\">def<\/span> <span class=\"nf\">load_jupyter_server_extension<\/span><span class=\"p\">(<\/span><span class=\"n\">nbapp<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"n\">web_app<\/span> <span class=\"o\">=<\/span> <span class=\"n\">nbapp<\/span><span class=\"p\">.<\/span><span class=\"n\">web_app<\/span>\r\n    <span class=\"n\">host_pattern<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'.*$'<\/span>\r\n    <span class=\"n\">route_pattern<\/span> <span class=\"o\">=<\/span> <span class=\"n\">url_path_join<\/span><span class=\"p\">(<\/span><span class=\"n\">web_app<\/span><span class=\"p\">.<\/span><span class=\"n\">settings<\/span><span class=\"p\">[<\/span><span class=\"s\">'base_url'<\/span><span class=\"p\">],<\/span> <span class=\"s\">'\/hello'<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">web_app<\/span><span class=\"p\">.<\/span><span class=\"n\">add_handlers<\/span><span class=\"p\">(<\/span><span class=\"n\">host_pattern<\/span><span class=\"p\">,<\/span> <span class=\"p\">[(<\/span><span class=\"n\">route_pattern<\/span><span class=\"p\">,<\/span> <span class=\"n\">HelloHandler<\/span><span class=\"p\">)])<\/span>\r\n<\/code><\/pre>\n<p>(\u30b3\u30fc\u30c9\u304c\u6a2a\u9577\u3067\u3059\u3044\u307e\u305b\u3093\u3002)<br \/>\n\u3053\u306e\u62e1\u5f35\u306f\u3001\/hello\u306b\u5bfe\u3057\u3066\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u3042\u3063\u305f\u3089Hello\u3068\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u8fd4\u3059\u3068\u3044\u3046\u3053\u3068\u3092\u3057\u307e\u3059\u3002\u307e\u305f\u3001load_jupyter_server_extension(nbapp)\u306f\u3001jupyter\u306e\u8d77\u52d5\u6642\u306b\u547c\u3070\u308c\u307e\u3059\u3002<br \/>\n\u3067\u306f\u3001\u52d5\u4f5c\u78ba\u8a8d&#8230;\u3068\u305d\u306e\u524d\u306b\u3001\u4e00\u3064\u8a2d\u5b9a\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002~\/.jupyter\/jupyter_notebook_config.json\u3092\u7de8\u96c6\u3057\u3066\u3001\u4eca\u4f5c\u6210\u3057\u305f\u62e1\u5f35\u3092\u767b\u9332\u3057\u307e\u3059\u3002(\u672c\u5f53\u306f\u30b3\u30de\u30f3\u30c9\u3067\u3067\u304d\u308b\u3068\u601d\u3046\u306e\u3067\u3059\u304c\u3001\u3046\u307e\u304f\u3044\u304b\u306a\u304b\u3063\u305f\u306e\u3067\u3001\u4eca\u56de\u306f\u624b\u52d5\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3057\u3066\u3044\u307e\u3059\u3002)<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n  <span class=\"nl\">\"NotebookApp\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"nbserver_extensions\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"nl\">\"jupyter_nbextensions_configurator\"<\/span><span class=\"p\">:<\/span> <span class=\"kc\">true<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"nl\">\"hello_server_ext\"<\/span><span class=\"p\">:<\/span><span class=\"kc\">true<\/span>\r\n    <span class=\"p\">}<\/span>\r\n  <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>&#8220;hello_server_ext&#8221;:true\u3068\u3044\u3046\u3068\u3053\u308d\u304c\u66f8\u304d\u8db3\u3057\u305f\u3068\u3053\u308d\u3067\u3059\u3002\u3067\u306f\u3001jupyter\u3092\u8d77\u52d5\u3057\u3066\u52d5\u4f5c\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<br \/>\n\u4eca\u56de\u306f\/hello\u306b\u5bfe\u3057\u3066\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u308c\u3070\u3088\u3044\u306e\u3067\u3001\u30d6\u30e9\u30a6\u30b6\u3067 http:\/\/localhost:8888\/hello \u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d627637434c4406cfff2d\/34-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2016-12-19 23.54.47.png\" \/><\/div>\n<p>\u3067\u304d\u307e\u3057\u305f\u3002<br \/>\n\u3061\u306a\u307f\u306b\u3001Jupyter\u306fTornado\u3068\u3044\u3046\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u7528\u3044\u3066Web\u30b5\u30fc\u30d0\u3092\u69cb\u7bc9\u3057\u3066\u304a\u308a\u3001IPythonHandler\u3068\u3044\u3046\u30af\u30e9\u30b9\u3082Tornado\u306e\u30b5\u30fc\u30d0\u30fc\u3092\u7d99\u627f\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u3053\u306e\u8fba\u308a\u3092\u8abf\u3079\u308b\u3068\u3044\u308d\u3044\u308d\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u3053\u3061\u3089\u306b\u3064\u3044\u3066\u3082\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u3053\u3053 \u304c\u53c2\u8003\u306b\u306a\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h2>bandler extension<\/h2>\n<p>\u3061\u3087\u3063\u3068\u8a18\u4e8b\u304c\u9045\u523b\u3057\u3061\u3083\u3063\u305f\u306e\u3067\u4eca\u56de\u306f\u5272\u611b\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<br \/>\n\u3056\u3063\u304f\u308a\u8aac\u660e\u3059\u308b\u3068\u3001File-&gt;Download as\u3068\u304b\u3092\u62e1\u5f35\u3067\u304d\u308b\u3082\u306e\u3067\u3001\u73fe\u5728\u958b\u767a\u4e2d\u306eJupyter Notebook 5.0.0dev\u304b\u3089\u8ffd\u52a0\u3055\u308c\u308b\u6a5f\u80fd\u3067\u3059\u3002ipynb\u30d5\u30a1\u30a4\u30eb\u3092\u5225\u306e\u5f62\u5f0f\u306b\u76f4\u3057\u3066\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3068\u3044\u3046\u62e1\u5f35\u3092\u4f5c\u308b\u6642\u306f\u3001\u4eca\u5f8c\u306f\u3053\u308c\u3092\u4f7f\u3046\u3053\u3068\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002(\u79c1\u306ffront end\u3068server\u306e\u65b9\u3092\u66f8\u3044\u3066\u3054\u308a\u62bc\u3057\u3057\u307e\u3057\u305f\u304c&#8230;\u3002)<\/p>\n<h1>\u304a\u308f\u308a\u306b<\/h1>\n<p>\u3055\u3066\u3001\u304b\u306a\u308a\u7121\u7406\u3084\u308a\u3060\u3068\u601d\u308f\u308c\u305f\u65b9\u3082\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u591a\u5206\u3082\u3063\u3068\u3044\u3044\u65b9\u6cd5\u304c\u3042\u308b\u306f\u305a\u306a\u306e\u3067\u3001\u307e\u305f\u4f55\u304b\u308f\u304b\u3063\u305f\u3089\u66f8\u3044\u3066\u3044\u3053\u3046\u3068\u601d\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u4f55\u304b\u308f\u304b\u3063\u305f\u65b9\u306f\u3069\u3093\u3069\u3093\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3001\u672c\u5f53\u306b\u304a\u9858\u3044\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u3053\u306e\u8a18\u4e8b\u306f\u6025\u3044\u3067\u66f8\u3044\u305f\u306e\u3067\u7d50\u69cb\u4e0d\u5099\u304c\u3042\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002\u304a\u304b\u3057\u3044\u3068\u3053\u308d\u306a\u3069\u304c\u3042\u308c\u3070\u305c\u3072\u30b3\u30e1\u30f3\u30c8\u3067\u3054\u6307\u6458\u304f\u3060\u3055\u3044\u3002<br \/>\n\u305d\u3057\u3066\u9045\u523b\u3057\u3066\u3059\u3044\u307e\u305b\u3093\u3067\u3057\u305f\uff01\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b \u3053\u306e\u8a18\u4e8b\u306fjupyter notebook Advent Calender 2016 19\u65e5\u76ee\u306e\u8a18\u4e8b [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46003","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>- Blog - Silicon Cloud<\/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:\/\/www.silicloud.com\/zh\/blog\/46003-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u306f\u3058\u3081\u306b \u3053\u306e\u8a18\u4e8b\u306fjupyter notebook Advent Calender 2016 19\u65e5\u76ee\u306e\u8a18\u4e8b [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46003-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-09-20T21:33:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-30T03:33:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d627637434c4406cfff2d\/23-0.png\" \/>\n<meta name=\"author\" content=\"\u97f5, \u79d1\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u97f5, \u79d1\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/46003-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46003-2\/\",\"name\":\"- Blog - Silicon 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