{"id":46340,"date":"2023-06-20T22:35:17","date_gmt":"2022-11-14T03:08:13","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46340-2\/"},"modified":"2024-04-30T09:52:29","modified_gmt":"2024-04-30T01:52:29","slug":"46340-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46340-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u4f55\u3092\u3059\u308b\u306e\uff1f<\/h1>\n<p>Jupyter\u306f\u300150\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059(IPython kernels for other languages)\u3002<br \/>\n\u65b0\u3057\u3044\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3055\u305b\u308b\u3053\u3068\u3082\u7c21\u5358\u306b\u3067\u304d\u307e\u3059\u3002(\u53c2\u8003\uff1aMaking kernels for Jupyter)<br \/>\n\u3053\u3053\u3067\u306f\u3001\u4f8b\u3068\u3057\u3066\u3001KeyValue\u3068\u3044\u3046Jupyter\u306e\u65b0\u3057\u3044kernel\u3092\u4f5c\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h1>\u4f5c\u308b\u3082\u306e<\/h1>\n<p>\u5358\u7d14\u306b\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3092\u7ba1\u7406\u3059\u308b\u3082\u306e\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n<div>\n<div class=\"post-table\">\u30b3\u30de\u30f3\u30c9\u8aac\u660e?\u30ad\u30fc\u4e00\u89a7\u306e\u8868\u793a\u30ad\u30fc\u30ad\u30fc\u306b\u5bfe\u5fdc\u3059\u308b\u5024\u3092\u8868\u793a\u30ad\u30fc \u5024\u30ad\u30fc\u306b\u5bfe\u5fdc\u3059\u308b\u5024\u3092\u8a2d\u5b9a<\/div>\n<\/div>\n<h1>\u5b9f\u88c5<\/h1>\n<p>2\u3064\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u6240\u5b9a\u306e\u4f4d\u7f6e\u306b\u7f6e\u304f\u3060\u3051\u3067\u3059\u3002<\/p>\n<h2>JSON\u30d5\u30a1\u30a4\u30eb<\/h2>\n<p>\u4e0b\u8a18\u306eJSON\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u4f5c\u6210\u5834\u6240\u306f\u3001Kernel specs\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n(&#8220;argv&#8221;\u306e&#8221;python3&#8243;\u304c\u306a\u3044\u5834\u5408\u3001&#8221;python&#8221;\u306b\u5909\u3048\u3066\u304f\u3060\u3055\u3044\u3002)<\/p>\n<pre class=\"post-pre\"><code>  <span class=\"nl\">\"argv\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n    <span class=\"s2\">\"python\"<\/span><span class=\"p\">,<\/span> <span class=\"s2\">\"-m\"<\/span><span class=\"p\">,<\/span> <span class=\"s2\">\"keyvaluekernel\"<\/span><span class=\"p\">,<\/span> <span class=\"s2\">\"-f\"<\/span><span class=\"p\">,<\/span> <span class=\"s2\">\"{connection_file}\"<\/span>\r\n  <span class=\"p\">]<\/span><span class=\"err\">,<\/span>\r\n <span class=\"nl\">\"display_name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"KeyValue\"<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<h2>Python\u30d5\u30a1\u30a4\u30eb<\/h2>\n<p>\u4e0b\u8a18\u306epython\u30d5\u30a1\u30a4\u30eb\u3092python\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5148\u306e\u914d\u4e0b\u306b\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">ipykernel.kernelbase<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Kernel<\/span>\r\n\r\n<span class=\"k\">class<\/span> <span class=\"nc\">KeyValue<\/span><span class=\"p\">(<\/span><span class=\"n\">Kernel<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"n\">implementation<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'KeyValue'<\/span>\r\n    <span class=\"n\">implementation_version<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'0.1'<\/span>\r\n    <span class=\"n\">language<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'no-op'<\/span>\r\n    <span class=\"n\">language_version<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'0.1'<\/span>\r\n    <span class=\"n\">language_info<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"s\">'name'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'KeyValue'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'mimetype'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'text\/plain'<\/span><span class=\"p\">}<\/span>\r\n    <span class=\"n\">banner<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'Dictionry of Key, Value'<\/span>\r\n    <span class=\"n\">_d<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{}<\/span>\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">do_execute<\/span><span class=\"p\">(<\/span><span class=\"bp\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">code<\/span><span class=\"p\">,<\/span> <span class=\"n\">silent<\/span><span class=\"p\">,<\/span> <span class=\"n\">store_history<\/span><span class=\"o\">=<\/span><span class=\"bp\">True<\/span><span class=\"p\">,<\/span>\r\n             <span class=\"n\">user_expressions<\/span><span class=\"o\">=<\/span><span class=\"bp\">None<\/span><span class=\"p\">,<\/span> <span class=\"n\">allow_stdin<\/span><span class=\"o\">=<\/span><span class=\"bp\">False<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"n\">s<\/span> <span class=\"o\">=<\/span> <span class=\"n\">code<\/span><span class=\"p\">.<\/span><span class=\"n\">strip<\/span><span class=\"p\">()<\/span>\r\n        <span class=\"k\">if<\/span> <span class=\"ow\">not<\/span> <span class=\"n\">silent<\/span><span class=\"p\">:<\/span>\r\n            <span class=\"k\">if<\/span> <span class=\"n\">s<\/span><span class=\"p\">.<\/span><span class=\"n\">startswith<\/span><span class=\"p\">(<\/span><span class=\"s\">'?'<\/span><span class=\"p\">):<\/span>\r\n                <span class=\"n\">c<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"s\">'name'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'stdout'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">' '<\/span><span class=\"p\">.<\/span><span class=\"n\">join<\/span><span class=\"p\">(<\/span><span class=\"n\">KeyValue<\/span><span class=\"p\">.<\/span><span class=\"n\">_d<\/span><span class=\"p\">.<\/span><span class=\"n\">keys<\/span><span class=\"p\">())}<\/span>\r\n            <span class=\"k\">else<\/span><span class=\"p\">:<\/span>\r\n                <span class=\"n\">ss<\/span> <span class=\"o\">=<\/span> <span class=\"n\">s<\/span><span class=\"p\">.<\/span><span class=\"n\">split<\/span><span class=\"p\">(<\/span><span class=\"n\">maxsplit<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\r\n                <span class=\"k\">if<\/span> <span class=\"nb\">len<\/span><span class=\"p\">(<\/span><span class=\"n\">ss<\/span><span class=\"p\">)<\/span> <span class=\"o\">==<\/span> <span class=\"mi\">1<\/span><span class=\"p\">:<\/span>\r\n                    <span class=\"k\">if<\/span> <span class=\"n\">s<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">KeyValue<\/span><span class=\"p\">.<\/span><span class=\"n\">_d<\/span><span class=\"p\">:<\/span>\r\n                        <span class=\"n\">c<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"s\">'name'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'stdout'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"n\">KeyValue<\/span><span class=\"p\">.<\/span><span class=\"n\">_d<\/span><span class=\"p\">[<\/span><span class=\"n\">s<\/span><span class=\"p\">]}<\/span>\r\n                    <span class=\"k\">else<\/span><span class=\"p\">:<\/span>\r\n                        <span class=\"n\">c<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"s\">'name'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'stderr'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'Not found'<\/span><span class=\"p\">}<\/span>\r\n                <span class=\"k\">else<\/span><span class=\"p\">:<\/span>\r\n                    <span class=\"n\">KeyValue<\/span><span class=\"p\">.<\/span><span class=\"n\">_d<\/span><span class=\"p\">[<\/span><span class=\"n\">ss<\/span><span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">]]<\/span> <span class=\"o\">=<\/span> <span class=\"n\">ss<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span>\r\n                    <span class=\"n\">c<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span><span class=\"s\">'name'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'stdout'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'text'<\/span><span class=\"p\">:<\/span> <span class=\"n\">ss<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">]}<\/span>\r\n            <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">send_response<\/span><span class=\"p\">(<\/span><span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">iopub_socket<\/span><span class=\"p\">,<\/span> <span class=\"s\">'stream'<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"k\">return<\/span> <span class=\"p\">{<\/span><span class=\"s\">'status'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'ok'<\/span><span class=\"p\">,<\/span>\r\n                <span class=\"s\">'execution_count'<\/span><span class=\"p\">:<\/span> <span class=\"bp\">self<\/span><span class=\"p\">.<\/span><span class=\"n\">execution_count<\/span><span class=\"p\">,<\/span>\r\n                <span class=\"s\">'payload'<\/span><span class=\"p\">:<\/span> <span class=\"p\">[],<\/span>\r\n                <span class=\"s\">'user_expressions'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{},<\/span>\r\n               <span class=\"p\">}<\/span>\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">do_complete<\/span><span class=\"p\">(<\/span><span class=\"bp\">self<\/span><span class=\"p\">,<\/span> <span class=\"n\">code<\/span><span class=\"p\">,<\/span> <span class=\"n\">cursor_pos<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"n\">s<\/span> <span class=\"o\">=<\/span> <span class=\"n\">code<\/span><span class=\"p\">[:<\/span><span class=\"n\">cursor_pos<\/span><span class=\"p\">]<\/span>\r\n        <span class=\"k\">return<\/span> <span class=\"p\">{<\/span><span class=\"s\">'status'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'ok'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'matches'<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span><span class=\"n\">k<\/span> <span class=\"k\">for<\/span> <span class=\"n\">k<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">KeyValue<\/span><span class=\"p\">.<\/span><span class=\"n\">_d<\/span> <span class=\"k\">if<\/span> <span class=\"n\">k<\/span><span class=\"p\">.<\/span><span class=\"n\">startswith<\/span><span class=\"p\">(<\/span><span class=\"n\">s<\/span><span class=\"p\">)],<\/span>\r\n                <span class=\"s\">'cursor_start'<\/span><span class=\"p\">:<\/span> <span class=\"n\">cursor_pos<\/span><span class=\"p\">,<\/span> <span class=\"s\">'cursor_end'<\/span><span class=\"p\">:<\/span> <span class=\"o\">-<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"s\">'metadata'<\/span><span class=\"p\">:<\/span> <span class=\"p\">{}}<\/span>\r\n\r\n<span class=\"k\">if<\/span> <span class=\"n\">__name__<\/span> <span class=\"o\">==<\/span> <span class=\"s\">'__main__'<\/span><span class=\"p\">:<\/span>\r\n    <span class=\"kn\">from<\/span> <span class=\"nn\">ipykernel.kernelapp<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">IPKernelApp<\/span>\r\n    <span class=\"n\">IPKernelApp<\/span><span class=\"p\">.<\/span><span class=\"n\">launch_instance<\/span><span class=\"p\">(<\/span><span class=\"n\">kernel_class<\/span><span class=\"o\">=<\/span><span class=\"n\">KeyValue<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>\u3042\u308b\u3044\u306f\u3001\u4efb\u610f\u306e\u5834\u6240\u306b\u914d\u7f6e\u3057\u3001\u5148\u7a0b\u306eJSON\u30d5\u30a1\u30a4\u30eb\u306eenv\u30ad\u30fc\u306ePYTHONPATH\u306b\u914d\u7f6e\u5834\u6240\u3092\u6307\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n  <span class=\"nl\">\"argv\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n    <span class=\"s2\">\"python\"<\/span><span class=\"p\">,<\/span> <span class=\"s2\">\"-m\"<\/span><span class=\"p\">,<\/span> <span class=\"s2\">\"keyvaluekernel\"<\/span><span class=\"p\">,<\/span> <span class=\"s2\">\"-f\"<\/span><span class=\"p\">,<\/span> <span class=\"s2\">\"{connection_file}\"<\/span>\r\n  <span class=\"p\">],<\/span>\r\n  <span class=\"nl\">\"display_name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"KeyValue\"<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"env\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"PYTHONPATH\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"\/path\/to\/your\/modules\"<\/span>\r\n  <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>do_execute\u3067\u5b9f\u884c\u3057\u305f\u7d50\u679c\u3092\u8a08\u7b97\u3057\u8fd4\u3057\u307e\u3059\u3002<br \/>\ndo_complete\u306f\u3001\u30bf\u30d6\u3092\u62bc\u3057\u305f\u3068\u304d\u306e\u88dc\u5b8c\u3059\u308b\u5185\u5bb9\u3092\u8fd4\u3057\u307e\u3059\u3002<\/p>\n<div>\n<div class=\"post-table\">OS\u4f5c\u6210\u5834\u6240\u306e\u4f8bWindowsC:\\Anaconda3\\Lib\\site-packagesUbuntu\/usr\/local\/lib\/python3.4\/dist-packages<\/div>\n<\/div>\n<h1>\u8a66\u3057\u3066\u307f\u308b<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">&#8220;jupyter notebook&#8221;\u3067\u8d77\u52d5\u3057\u3001[New]\u304b\u3089[KeyValue]\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/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\">&#8220;key1 value1&#8243;\u3068\u3044\u308c\u3066\u5b9f\u884c(Shift+Enter)\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/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\">&#8220;key1&#8243;\u3068\u3044\u308c\u3066\u5b9f\u884c\u3059\u308b\u3068&#8221;value1&#8243;\u3068\u51fa\u307e\u3059\u3002<\/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\">&#8220;key2 value2&#8243;\u3068\u3044\u308c\u3066\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/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\">&#8220;?&#8221;\u3068\u5b9f\u884c\u3059\u308b\u3068\u30ad\u30fc\u4e00\u89a7\u304c\u51fa\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">&#8220;k&#8221;\u307e\u3067\u5165\u529b\u3057\u3066[Tab]\u3092\u62bc\u3059\u3068\u3001\u5019\u88dc\u304c\u3067\u307e\u3059\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d643837434c4406d03de8\/19-0.png\" alt=\"image\" \/><\/div>\n<h2>Docker\u30a4\u30e1\u30fc\u30b8<\/h2>\n<p>\u7c21\u5358\u306b\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3001docker\u30a4\u30e1\u30fc\u30b8(tsutomu7\/keyvalue)\u3092\u7528\u610f\u3057\u307e\u3057\u305f\u3002<br \/>\n\u4e0b\u8a18\u306e\u3088\u3046\u306b\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>docker run -it --rm tsutomu7\/keyvalue\r\n<\/code><\/pre>\n<p>\u4e0a\u8a18\u5b9f\u884c\u5f8c\u3001&#8221;http:\/\/\u30db\u30b9\u30c8\u306eIP\u30a2\u30c9\u30ec\u30b9:8888&#8243;(\u4f8b\u3048\u3070\u3001&#8221;http:\/\/172.17.0.2:8888&#8243; )\u3092\u958b\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f55\u3092\u3059\u308b\u306e\uff1f Jupyter\u306f\u300150\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059(IPython kernels for oth [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46340","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\/46340-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u4f55\u3092\u3059\u308b\u306e\uff1f Jupyter\u306f\u300150\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059(IPython kernels for oth [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46340-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2022-11-14T03:08:13+00:00\" \/>\n<meta property=\"article:modified_time\" 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