{"id":46192,"date":"2023-05-08T14:13:20","date_gmt":"2023-04-20T06:16:18","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46192-2\/"},"modified":"2024-04-30T03:12:31","modified_gmt":"2024-04-29T19:12:31","slug":"46192-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46192-2\/","title":{"rendered":""},"content":{"rendered":"<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>Jupyter notebook\u306f\u30c7\u30fc\u30bf\u89e3\u6790\u3092\u3059\u308b\u4e0a\u3067\u7d20\u6674\u3089\u3057\u3044\u74b0\u5883\u3060\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u305f\u3060\u3001R\u3092Jupyter notebook\u4e0a\u3067\u52d5\u304b\u3059\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u969b\u3001\u3088\u304f\u307e\u3068\u307e\u3063\u305f\u8cc7\u6599\u304c\u7121\u304b\u3063\u305f\u306e\u3067<br \/>\n\u5099\u5fd8\u9332\u3082\u517c\u306d\u3066\u66f8\u304d\u7559\u3081\u3066\u304a\u304d\u307e\u3059\u3002<br \/>\n\u7279\u306b\u3001\u8868\u984c\u306e\u901a\u308aDocker\u3092\u4f7f\u3063\u3066\u3001\u4eee\u60f3\u5316\u3068\u518d\u73fe\u6027\u3092\u62c5\u4fdd\u3057\u3064\u3064\u3001R\u4e0a\u3067jupyter\u3092\u4f7f\u3046\u74b0\u5883\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u307e\u3059\u3002(\u306a\u308b\u3079\u304fDocker\u3068\u304banaconda\u3068\u304b\u77e5\u3089\u306a\u3044\u4eba\u3067\u3082\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u308b\u3064\u3082\u308a\u3067\u3059\u3002)<\/p>\n<p>\u306a\u304a\u3001\u3053\u306e\u8a18\u4e8b\u306f Windows 10 Pro \u307e\u305f\u306f Enterprise \u306e\u65b9\u3092\u5bfe\u8c61\u3068\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\nMac\u306e\u65b9<br \/>\n\u4ee5\u4e0b\u306e\u30ea\u30f3\u30af\u3078\u3069\u3046\u305e\u3002<br \/>\n\u79c1\u306e\u30c7\u30fc\u30bf\u89e3\u6790\u74b0\u5883\u69cb\u7bc9 for Mac (Docker + anaconda + Jupyter + R)<\/p>\n<p>windows 10 pro\uff0c Enterprise 64bit \u4ee5\u5916\u306e\u65b9<br \/>\nDocker ToolBox\u3092\u4f7f\u3048\u3070\u304a\u305d\u3089\u304f\u540c\u3058\u3088\u3046\u306b\u3067\u304d\u308b\u3068\u601d\u3044\u307e\u3059\u304c\uff0c\u8a66\u3057\u3066\u306a\u3044\u3067\u3059\uff0e\u3059\u307f\u307e\u305b\u3093\uff0c\uff0c\uff0c<\/p>\n<h3>\u3053\u3093\u306a\u4eba\u306b\u304a\u3059\u3059\u3081<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">R\u8a00\u8a9e\u3067\u30c7\u30fc\u30bf\u89e3\u6790\u3057\u305f\u3044\u3051\u3069python\u3082\u4f7f\u3044\u305f\u3044<\/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\">\u74b0\u5883\u306f\u4eee\u60f3\u5316\u3057\u3066\u304a\u304d\u305f\u3044<\/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\">\u7dba\u9e97\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u4f7f\u3044\u305f\u3044<\/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\">\u89e3\u6790\u7d50\u679c\u306e\u518d\u73fe\u6027\u3092\u62c5\u4fdd\u3057\u305f\u3044<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u7c21\u5358\u306b\u74b0\u5883\u69cb\u7bc9\u3057\u305f\u3044<\/ul>\n<h3>\u74b0\u5883\u69cb\u7bc9<\/h3>\n<p>\u4eee\u60f3\u5316\u6280\u8853\u3092\u4f7f\u3063\u3066\u3044\u308b\u65b9\u3078\uff1a<br \/>\n\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304c Hyper-V \u3089\u3057\u3044\u306e\u3067\u3001VMWare Player \u3068\u5171\u5b58\u304c\u3067\u304d\u306a\u3044\u306e\u3067\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\uff11. docker\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<br \/>\n\u30ed\u30b0\u30a4\u30f3\u307e\u305f\u306f\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u5f8c\u3001<br \/>\nDocker Store(windows)\u304b\u3089\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\uff0c\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u958b\u304d<\/p>\n<pre class=\"post-pre\"><code>docker info\r\n<\/code><\/pre>\n<p>\u3092\u5b9f\u884c\u3067\u304d\u308c\u3070\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6210\u529f\u3067\u3059\u3002<\/p>\n<p>mac\u7de8\u3067\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u7d44\u307f\u307e\u3057\u305f\u304c\uff0cwindows\u306f\u3088\u304f\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u306e\u3067\u30b3\u30de\u30f3\u30c9\u3092\u76f4\u6253\u3061\u3057\u307e\u3059\uff0e<\/p>\n<p>\uff12.Jupyter Notebook\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\u3057\uff0c\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u305d\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3059\u308b<\/p>\n<pre class=\"post-pre\"><code>cd \\\u3007\u3007\\\u3007\u3007\u3007\u3007\\\u3007\u3007\u3007\r\n<\/code><\/pre>\n<p>\uff13.r-jupyter notebook\u30a4\u30e1\u30fc\u30b8\u3092pull\u3059\u308b<br \/>\n\u7d42\u308f\u308b\u307e\u3067\u5272\u3068\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059<\/p>\n<pre class=\"post-pre\"><code>docker pull jupyter\/r-notebook\r\n<\/code><\/pre>\n<p>\uff14. \u30a4\u30e1\u30fc\u30b8\u304b\u3089\u30b3\u30f3\u30c6\u30ca\u3092\u4f5c\u6210\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code>docker run --rm -p 8888:8888 --name r_analysis -v \"%cd%\":\/home\/jovyan jupyter\/r-notebook\r\n<\/code><\/pre>\n<p>\uff15. \u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u306b\u8868\u793a\u3055\u308c\u305f\uff35\uff32\uff2c\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\uff0e<br \/>\n\u305f\u3060\u3057\uff0c\u524d\u534a\u306e<br \/>\nhttp:\/\/(efef3b9b0d5d or 127.0.0.1):8888\/?<br \/>\n\u307f\u305f\u3044\u306a\u90e8\u5206\u3092\uff0c<br \/>\nhttp:\/\/127.0.0.1:8888\/?<br \/>\n\u306b\u5909\u66f4\u3057\u3066\u30a2\u30af\u30bb\u30b9\u3057\u3066\u304f\u3060\u3055\u3044\uff0e\uff08efef3b9b0d5d \u306b\u76f8\u5f53\u3059\u308b\u6587\u5b57\u3068\uff08\uff09\u3092\u3068\u3063\u3066\u304f\u3060\u3055\u3044\uff09<br \/>\nJupyter\u304c\u7121\u4e8b\u958b\u3051\u3070\u5b8c\u4e86\u3067\u3059\uff01<br \/>\n\u304a\u75b2\u308c\u69d8\u3067\u3057\u305f\u3002<br \/>\n\u6b21\u304b\u3089\u306f<\/p>\n<p>docker run &#8211;rm -p 8888:8888 &#8211;name r_analysis -v &#8220;%cd%&#8221;:\/home\/jovyan jupyter\/r-notebook<\/p>\n<p>\u3067 \u6307\u5b9a\u3055\u308c\u305f\uff35\uff32\uff2c\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u3067 Jupyter \u3092\u7acb\u3061\u4e0a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff0e<\/p>\n<p>\u203b\u6ce8\u610f\uff1a\u9589\u3058\u308b\u6642\u306f\u5fc5\u305a\u30bb\u30fc\u30d6\uff08\u5de6\u4e0a\u306e\u4fdd\u5b58\u30dc\u30bf\u30f3\u307e\u305f\u306f ctr+S\uff09\u3092\u3057\u305f\u3042\u3068\u3001<br \/>\nquit\u30dc\u30bf\u30f3\u3067\u30b5\u30fc\u30d0\u3092\u30b7\u30e3\u30c3\u30c8\u30c0\u30a6\u30f3\u3057\u3066\u304b\u3089\u9589\u3058\u308b\u30dc\u30bf\u30f3\u3067\u6d88\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n\u3082\u3057\u5fd8\u308c\u3066\u3057\u307e\u3063\u305f\u5834\u5408\u306f\u3001\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u4e0a\u3067 ctr+C \u3092\u62bc\u3057\u3066\u505c\u6b62\u3055\u305b\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>hello R<\/h3>\n<p>\u3067\u306f\u3053\u306e\u74b0\u5883\u3067 hello R \u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<br \/>\n\uff08\u9589\u3058\u3066\u3057\u307e\u3063\u305f\u65b9\u306f\u3082\u3046\u4e00\u5ea6Jupyter\u3092\u7acb\u3061\u4e0a\u3052\u307e\u3057\u3087\u3046\u3002\u7acb\u3061\u4e0a\u304c\u3089\u306a\u3044\u5834\u5408\u306f\u3001\u3059\u3067\u306b\u30b5\u30fc\u30d0\u304c\u7acb\u3061\u4e0a\u304c\u3063\u3066\u3044\u308b\u306e\u304b\u3082\u3057\u308c\u306a\u3044\u306e\u3067\u3001<\/p>\n<pre class=\"post-pre\"><code>docker ps -a -f 'name=r_analysis' --format \"{{.ID}}\"\r\n<\/code><\/pre>\n<p>\u3092\u5b9f\u884c\u3057,\u6587\u5b57\u5217\u304c\u51fa\u3066\u304d\u305f\u3089\u30b3\u30d4\u30fc\u3057\u3066\uff0c<\/p>\n<pre class=\"post-pre\"><code>docker rm \u51fa\u3066\u304d\u305f\u6587\u5b57\u5217\r\n<\/code><\/pre>\n<p>\u3092\u5b9f\u884c\u3057\u3066\u304b\u3089\u3082\u3046\u4e00\u5ea6\u30c8\u30e9\u30a4\u3057\u3066\u307f\u307e\u3057\u3087\u3046\uff09<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d636937434c4406d02141\/27-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u6700\u5f8c\u306b\u3001\u30bb\u30eb\u306b<\/p>\n<pre class=\"post-pre\"><code>print(\"Hello, R\")\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d636937434c4406d02141\/30-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d636937434c4406d02141\/31-0.png\" alt=\"image.png\" \/><\/div>\n<h4>\u3069\u3046\u3067\u3082\u3044\u3044\u8a71<\/h4>\n<p>\u30b3\u30ec\u3063\u3066\u7d50\u5c40\u4f55\uff1f\u3068\u3044\u3046\u304a\u8a71\u3067\u3059\u3002<br \/>\n1. docker<br \/>\n\u4eee\u60f3\u5316\u74b0\u5883\u3067\u3059\u3002\u7c21\u5358\u306b\u8aac\u660e\u3059\u308b\u3068\u3001\u30b3\u30f3\u30c6\u30ca\u3068\u3044\u3046\u5358\u4f4d\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u884c\u74b0\u5883\u3092\u5206\u96e2\u3059\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3053\u308c\u3092\u4f7f\u3046\u30e1\u30ea\u30c3\u30c8\u3068\u3057\u3066\u3001<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">OS\u7b49\u306b\u4f9d\u5b58\u305b\u305a\u306b\uff08\u3069\u3053\u3067\u3082\u8ab0\u3067\u3082\uff09\u540c\u3058\u3088\u3046\u306b\u52d5\u304b\u305b\u308b\u74b0\u5883\u304c\u4f5c\u308c\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u74b0\u5883\u304c\u58ca\u308c\u305f\u3089\u305d\u306e\u4eee\u60f3\u5316\u74b0\u5883\u3092\u524a\u9664\u3059\u308c\u3070\u826f\u3044\u3060\u3051\uff08\u672c\u4f53\u306b\u5f71\u97ff\u3092\u53ca\u307c\u3055\u306a\u3044\uff09<\/ul>\n<p>\u306a\u3069\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>anaconda (miniconda)<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u3082\u3068\u3082\u3068\u306f\u3001python\u306e\u79d1\u5b66\u8a08\u7b97\u306b\u7279\u5316\u3057\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u30de\u30cd\u30fc\u30b8\u30e3\u517c\u4eee\u60f3\u5316\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4eca\u56de\u306fjupyter\u3068R\u95a2\u4fc2\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u7c21\u5358\u304b\u3064\u7d20\u65e9\u304f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u76ee\u7684\u3067\u4f7f\u3044\u307e\u3057\u305f\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>jupyter<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u30d7\u30ed\u30b0\u30e9\u30e0\u3084\u8aac\u660e\u306e\u6587\u7ae0\u3001\u5b9f\u884c\u7d50\u679c\u306a\u3069\u3092\u307e\u3068\u3081\u3066\u7ba1\u7406\u3067\u304d\u308b\u3001\u30c7\u30fc\u30bf\u5206\u6790\u7528\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u30d6\u30e9\u30a6\u30b6\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u3044\u308d\u3044\u308d\u306aOS\u304b\u3089\u5229\u7528\u3067\u304d\u308b\u3001\u89e3\u6790\u306e\u518d\u73fe\u6027\u304c\u9ad8\u3044\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u89e3\u6790\u304c\u53ef\u80fd\u7b49\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>R<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u8a00\u308f\u305a\u3082\u304c\u306a\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u7d71\u8a08\u89e3\u6790\u304c\u5f97\u610f\u306a\u8a00\u8a9e\u3067\u3059\u3002<\/ol>\n<h3>\u307e\u3068\u3081<\/h3>\n<p>\u4eca\u56de\u306fJupyter\u3067R\u3092\u4f7f\u3046\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002<br \/>\n\u4f7f\u3044\u3053\u306a\u3059\u306b\u306fdocker\u306e\u77e5\u8b58\u3082\u3042\u308b\u7a0b\u5ea6\u5fc5\u8981\uff1f\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u306e\u3067\u3001<br \/>\n\u6c17\u306b\u306a\u3063\u305f\u3089\u5b66\u7fd2\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b Jupyter notebook\u306f\u30c7\u30fc\u30bf\u89e3\u6790\u3092\u3059\u308b\u4e0a\u3067\u7d20\u6674\u3089\u3057\u3044\u74b0\u5883\u3060\u3068\u601d\u3044\u307e\u3059\u3002 \u305f\u3060\u3001R\u3092Jup 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