{"id":46092,"date":"2023-09-17T19:16:58","date_gmt":"2024-01-10T08:48:53","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46092-2\/"},"modified":"2024-05-04T00:12:52","modified_gmt":"2024-05-03T16:12:52","slug":"46092-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46092-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u6982\u8981<\/h1>\n<p>Julia\u3092Jupyter Notebook\u3067\u4f7f\u3048\u308b\u74b0\u5883\u3092\u624b\u8efd\u306b\u518d\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3001Docker\u3067\u74b0\u5883\u69cb\u7bc9\u3057\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\nJupyter\u516c\u5f0f\u306eDocker image\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u6c38\u7d9a\u5316\u3084\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u81ea\u52d5\u8ffd\u52a0\u3092\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<h1>\u74b0\u5883<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">OS: Ubuntu 18.04<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Docker 18.09.8<\/ul>\n<h1>\u624b\u9806<\/h1>\n<h3>1. jupyter\/datascience-notebook\u3092\u53d6\u5f97<\/h3>\n<pre class=\"post-pre\"><code>docker pull jupyter\/datascience-notebook\r\n<\/code><\/pre>\n<h3>2. \u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5<\/h3>\n<pre class=\"post-pre\"><code>docker run \\\r\n       -p 8888:8888 \\\r\n       --user root \\\r\n       --name mynotebook \\\r\n       jupyter\/datascience-notebook\r\n<\/code><\/pre>\n<p>-p\u3067\u30dd\u30fc\u30c8\u756a\u53f7\u3001&#8211;user\u3067\u30e6\u30fc\u30b6\u30fc\u306e\u6307\u5b9a\u304c\u5fc5\u8981\u3067\u3059\u3002\u30b3\u30f3\u30c6\u30ca\u540d\u306e\u6307\u5b9a&#8211;name\u306f\u4efb\u610f\u3067\u3059\u3002<\/p>\n<h3>3. Jupyter Notebook\u306b\u30a2\u30af\u30bb\u30b9<\/h3>\n<pre class=\"post-pre\"><code>To access the notebook, open this file in a browser:\r\n        file:\/\/\/home\/jovyan\/.local\/share\/jupyter\/runtime\/nbserver-17-open.html\r\nOr copy and paste one of these URLs:\r\n        http:\/\/df19b359c643:8888\/?token=xxxxx\r\n     or http:\/\/127.0.0.1:8888\/?token=xxxxx\r\n<\/code><\/pre>\n<p>\u8868\u793a\u3055\u308c\u305fURL\u3092\u30d6\u30e9\u30a6\u30b6\u3067\u958b\u304f\u3068Jupyter Notebook\u304c\u4f7f\u3048\u307e\u3059\u3002<br \/>\n\u3061\u306a\u307f\u306bJulia\u3060\u3051\u3067\u306a\u304fR\u3068Python\u3082\u4f7f\u7528\u53ef\u80fd\u3067\u3059\u3002Jupyter\u516c\u5f0f\u306eDocker image\u306b\u3064\u3044\u3066\u306f\u3053\u306e\u30da\u30fc\u30b8\u304c\u8a73\u3057\u3044\u3067\u3059\u3002<\/p>\n<h1>\u30c7\u30fc\u30bf\u306e\u6c38\u7d9a\u5316<\/h1>\n<p>\u3053\u306e\u307e\u307e\u3067\u306f\u30b3\u30f3\u30c6\u30ca\u3067\u306e\u4f5c\u696d\u304c\u4fdd\u5b58\u3055\u308c\u306a\u3044\u306e\u3067\u3001\u30ed\u30fc\u30ab\u30eb\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30de\u30a6\u30f3\u30c8\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>docker run -p 8888:8888 \\\r\n           -v ~\/path\/to\/directory:\/home\/jovyan\/work \\\r\n           --user root \\\r\n           --name mynotebook \\\r\n           jupyter\/datascience-notebook\r\n<\/code><\/pre>\n<p>-v\u3067\u30de\u30a6\u30f3\u30c8\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u3061\u306a\u307f\u306b\u30c7\u30d5\u30a9\u30eb\u30c8\u30e6\u30fc\u30b6\u30fc\u540d\u3067\u3042\u308bjovyan\u3068\u306fjupyter\u3092\u4f7f\u3046\u4eba\u3068\u3044\u3046\u3088\u3046\u306a\u610f\u5473\u306e\u3088\u3046\u3067\u3059\u3002<\/p>\n<h1>\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8ffd\u52a0\u3092\u81ea\u52d5\u5316<\/h1>\n<h3>1. Dockerfile\u306e\u4f5c\u6210<\/h3>\n<p>\u3088\u304f\u4f7f\u3046\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u81ea\u52d5\u3067\u8ffd\u52a0\u3067\u304d\u308b\u3088\u3046\u306b\u3061\u3087\u3063\u3068\u3057\u305fDockerfile\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<br \/>\n\u4f8b\u3068\u3057\u3066Plots\u3068DifferentialEquations\u3092\u8ffd\u52a0\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> jupyter\/datascience-notebook<\/span>\r\n<span class=\"k\">MAINTAINER<\/span><span class=\"s\"> yoshikiri<\/span>\r\n\r\n<span class=\"c\"># Plots\u3092\u8ffd\u52a0<\/span>\r\n<span class=\"k\">RUN <\/span>julia <span class=\"nt\">-e<\/span> <span class=\"s1\">'using Pkg; Pkg.add(\"Plots\"); using Plots'<\/span>\r\n\r\n<span class=\"c\"># DifferentialEquations\u3092\u8ffd\u52a0<\/span>\r\n<span class=\"k\">RUN <\/span>julia <span class=\"nt\">-e<\/span> <span class=\"s1\">'using Pkg; Pkg.add(\"DifferentialEquations\"); using DifferentialEquations'<\/span>\r\n<\/code><\/pre>\n<p>REPL\u3092\u8d77\u52d5\u305b\u305a\u30b3\u30de\u30f3\u30c9\u3067julia\u6587\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f-e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>julia -e 'println(\"hello, julia\")'\r\n<\/code><\/pre>\n<h3>2. Dockerfile\u304b\u3089Docker image\u3092\u4f5c\u6210<\/h3>\n<pre class=\"post-pre\"><code>docker build -t notebook .\r\n<\/code><\/pre>\n<p>\u4e0a\u8a18\u30b3\u30de\u30f3\u30c9\u5b9f\u884c\u5f8c\u3001\u65b0\u305f\u306bDocker image\u304c\u4f5c\u6210\u3055\u308c\u305f\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002image\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068latest\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>$ docker images\r\nREPOSITORY                     TAG                 IMAGE ID            CREATED             SIZE\r\nnotebook                       latest              4233009a8db5        1 minutes ago      5.77GB\r\n<\/code><\/pre>\n<h3>3. Docker image\u304b\u3089\u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5<\/h3>\n<pre class=\"post-pre\"><code>docker run -p 8888:8888 \\\r\n           -v ~\/path\/to\/directory:\/home\/jovyan\/work \\\r\n           --user root \\\r\n           --name mynotebook \\\r\n           notebook\r\n<\/code><\/pre>\n<p>\u6700\u5f8c\u306eimage\u540d\u3092\u5909\u66f4\u3057\u305f\u3060\u3051\u3067\u3059\u3002<\/p>\n<h3>4. \u30b3\u30f3\u30c6\u30ca\u306e\u505c\u6b62\u3001\u518d\u8d77\u52d5<\/h3>\n<p>\u30b3\u30f3\u30c6\u30ca\u505c\u6b62\u306f\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>docker stop mynotebook\r\n<\/code><\/pre>\n<p>\u4e00\u5ea6\u30b3\u30f3\u30c6\u30ca\u3092\u4f5c\u6210\u3059\u308c\u3070\u3001\u4ee5\u964d\u306f\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u8868\u793a\u3055\u308c\u308bURL\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308c\u3070Jupyter Notebook\u3092\u8d77\u52d5\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>docker start mynotebook\r\ndocker exec -it mynotebook jupyter notebook list\r\n<\/code><\/pre>\n<h1>\u307e\u3068\u3081<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">jupyter\/datascience-notebook\u3067Julia (\u3068R, Python) + Jupyter Notebook\u74b0\u5883\u3092\u69cb\u7bc9<\/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\">\u30dc\u30ea\u30e5\u30fc\u30e0\u3092\u30de\u30a6\u30f3\u30c8\u3057\u3066\u30c7\u30fc\u30bf\u3092\u6c38\u7d9a\u5316<\/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\">\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u81ea\u52d5\u3067\u8ffd\u52a0\u3059\u308bDocker image\u3092Dockerfile\u304b\u3089\u4f5c\u6210<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u4f5c\u6210\u3057\u305fDockerfile\u3092GitHub\u306a\u3069\u3067\u5171\u6709\u3059\u308c\u3070\u3001\u3069\u3053\u3067\u3082\u540c\u3058\u74b0\u5883\u3092\u69cb\u7bc9\u53ef\u80fd<\/ul>\n<p>\u610f\u898b\u3084\u9593\u9055\u3044\u304c\u3042\u308c\u3070\u30b3\u30e1\u30f3\u30c8\u3067\u6559\u3048\u3066\u3044\u305f\u3060\u3051\u308b\u3068\u5927\u5909\u3042\u308a\u304c\u305f\u3044\u3067\u3059\u3002<\/p>\n<h1>\u53c2\u8003\u6587\u732e<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Docker\u3067\u57fa\u672c\u7684\u306aData Science\u74b0\u5883(Jupyter, Python, R, Julia, \u5b9a\u756a\u30e9\u30a4\u30d6\u30e9\u30ea)\u3092\u69cb\u7bc9\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Dockerfile\u3092\u66f8\u3044\u3066\u307f\u308b<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6982\u8981 Julia\u3092Jupyter Notebook\u3067\u4f7f\u3048\u308b\u74b0\u5883\u3092\u624b\u8efd\u306b\u518d\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3001Docker\u3067 [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46092","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) - 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