{"id":46204,"date":"2023-11-04T02:08:46","date_gmt":"2023-07-27T01:44:21","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46204-2\/"},"modified":"2024-05-04T07:24:48","modified_gmt":"2024-05-03T23:24:48","slug":"46204-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46204-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u3053\u308c\u306f\u4f55\u304b<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">M1 Mac \u306b Jupyter Notebook \u306e\u89e3\u6790\u74b0\u5883\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>anaconda \u3092\u30d9\u30fc\u30b9\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092 pip install \u3057\u307e\u3059\u3002<\/p>\n<p>Docker \u3068 Docker Compose \u3092\u4f7f\u3063\u3066\u5165\u308c\u3066\u307f\u307e\u3059\u3002<\/p>\n<h1>1. Docker \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u901a\u308a\u306b\u5b9f\u65bd\u3057\u307e\u3059<\/ul>\n<\/li>\n<\/ul>\n<p>https:\/\/docs.docker.com\/docker-for-mac\/install\/<\/p>\n<p>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/p>\n<p>&#8220;Mac with Apple chip&#8221; \u3092\u9078\u3073\u307e\u3059<\/p>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059<br \/>\nRosetta 2 \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u304d\u307e\u3059<\/p>\n<pre class=\"post-pre\"><code>softwareupdate --install-rosetta\r\n<\/code><\/pre>\n<h1>2. Docker \u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308a\u307e\u3059<\/h1>\n<h2>2.1. \u30db\u30b9\u30c8 PC \u5074\u306e\u30d5\u30a9\u30eb\u30c0\u69cb\u6210<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">jupyter \u30d5\u30a9\u30eb\u30c0\u3092\u4f5c\u3063\u3066\u3001\u305d\u306e\u4e2d\u306b docker \u95a2\u9023\u30d5\u30a1\u30a4\u30eb\u3092\u7f6e\u304f\u3053\u3068\u306b\u3057\u307e\u3059<\/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\">\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u69cb\u6210\u306b\u3057\u307e\u3057\u305f<\/ul>\n<\/li>\n<\/ul>\n<p>jupyter<\/p>\n<p>data : jupyter \u304b\u3089\u30a2\u30af\u30bb\u30b9\u3055\u305b\u308b\u30d5\u30a9\u30eb\u30c0\u3067\u3059<br \/>\ndocker-compose.yml : \u30dd\u30fc\u30c8\u3084\u30dc\u30ea\u30e5\u30fc\u30e0\u30a2\u30af\u30bb\u30b9\u3092\u8a2d\u5b9a\u3059\u308b\u30d5\u30a1\u30a4\u30eb\u3067\u3059<br \/>\nDockerfile : \u89e3\u6790\u74b0\u5883\u3092\u8a18\u8ff0\u3059\u308b\u30d5\u30a1\u30a4\u30eb\u3067\u3059<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d637a37434c4406d023b3\/8-0.png\" alt=\"\u30d5\u30a9\u30eb\u30c0\u69cb\u6210.png\" \/><\/div>\n<h2>2.2. Dockerfile \u3092\u6e96\u5099\u3057\u307e\u3059<\/h2>\n<p>\u65b9\u91dd<\/p>\n<p>continuumio\/anaconda3 \u3092\u30d9\u30fc\u30b9\u306b\u3057\u307e\u3059<br \/>\n\u3044\u304f\u3064\u304b\u8ffd\u52a0\u3067\u4f7f\u3044\u305f\u3044\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u3042\u308b\u306e\u3067 pip install \u3057\u307e\u3059<\/p>\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306a Dockerfile \u306b\u306a\u308a\u307e\u3057\u305f<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> continuumio\/anaconda3:latest   # debian \u30d9\u30fc\u30b9\u3067\u3059<\/span>\r\n\r\n<span class=\"c\"># reproject \u306e pip install \u306b gcc \u304c\u5fc5\u8981\u3060\u3063\u305f\u306e\u3067<\/span>\r\n<span class=\"c\"># apt install \u3057\u3066\u304a\u304d\u307e\u3059<\/span>\r\n<span class=\"k\">RUN <\/span>apt update <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>    apt <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> build-essential   \r\n\r\n<span class=\"c\"># \u8ffd\u52a0\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3044 python \u30e2\u30b8\u30e5\u30fc\u30eb\u3067\u3059<\/span>\r\n<span class=\"k\">RUN <\/span>pip <span class=\"nb\">install <\/span>astroquery <span class=\"se\">\\\r\n<\/span>                reproject <span class=\"se\">\\\r\n<\/span>                ads\r\n\r\n<span class=\"c\"># \u30db\u30b9\u30c8 PC \u306e data \u30d5\u30a9\u30eb\u30c0\u3078\u7e4b\u3050\u5165\u53e3\u3067\u3059<\/span>\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">mkdir<\/span> \/work\r\n\r\n<span class=\"c\"># jupyter \u306e\u8d77\u52d5\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8a2d\u5b9a\u3057\u307e\u3059<\/span>\r\n<span class=\"k\">EXPOSE<\/span><span class=\"s\"> 8888<\/span>\r\n<span class=\"k\">CMD<\/span><span class=\"s\"> [\"jupyter\", \"notebook\", \\<\/span>\r\n     \"--port=8888\", \\\r\n     \"--ip=0.0.0.0\", \\\r\n     \"--allow-root\", \\\r\n     \"--no-browser\", \\\r\n     \"--NotebookApp.token=''\", \\\r\n     \"--NotebookApp.notebook_dir='\/work'\"]\r\n<\/code><\/pre>\n<h2>2.3. Docker Compose \u30d5\u30a1\u30a4\u30eb\u3092\u6e96\u5099\u3057\u307e\u3059<\/h2>\n<p>\u65b9\u91dd<\/p>\n<p>\u30db\u30b9\u30c8 PC \u306e 8888 \u30dd\u30fc\u30c8\u3092\u5165\u308a\u53e3\u306b\u3057\u307e\u3059<br \/>\n\u30db\u30b9\u30c8 PC \u306e jupyter\/data \u30d5\u30a9\u30eb\u30c0\u3092\u3001\u30b3\u30f3\u30c6\u30ca\u5185\u306e \/work \u306b\u7e4b\u3052\u307e\u3059<\/p>\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306a Docker Compose \u30d5\u30a1\u30a4\u30eb\u306b\u306a\u308a\u307e\u3057\u305f<\/p>\n<pre class=\"post-pre\"><code>version: \"3\"\r\n\r\nservices:\r\n  notebook:\r\n    build : .\/\r\n    ports:\r\n      - \"8888:8888\"\r\n    volumes:\r\n      - type: bind\r\n        source: .\/data\r\n        target: \/work\r\n<\/code><\/pre>\n<h1>3. Docker \u30a4\u30e1\u30fc\u30b8\u3092\u30d3\u30eb\u30c9\u3059\u308b<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u521d\u56de\u3084\u3001\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb (Dockerfile, docker-compose.yml) \u3092\u4fee\u6b63\u3057\u305f\u5834\u5408\u306f\u3001Docker \u30a4\u30e1\u30fc\u30b8\u3092\u30d3\u30eb\u30c9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059<\/ul>\n<\/li>\n<\/ul>\n<p>jupyter \u30d5\u30a9\u30eb\u30c0\u5185\u3067\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059<\/p>\n<p>\u5c11\u3057\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059<\/p>\n<pre class=\"post-pre\"><code>docker-compose up -d --build\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\u7121\u4e8b\u306b\u8d77\u52d5\u3059\u308b\u3068\u3001docker-compose ps \u30b3\u30de\u30f3\u30c9\u3067\u72b6\u614b\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059<\/ul>\n<pre class=\"post-pre\"><code>$ docker-compose ps\r\n       Name                     Command               State                    Ports                  \r\n------------------------------------------------------------------------------------------------------\r\njupyter_notebook_1   jupyter notebook --port=88 ...   Up      0.0.0.0:8888-&gt;8888\/tcp,:::8888-&gt;8888\/tcp\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\u52d5\u4f5c\u72b6\u6cc1\u3084\u3001\u30a8\u30e9\u30fc\u30ed\u30b0\u306f docker-compose logs \u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059<\/ul>\n<pre class=\"post-pre\"><code>$ docker-compose logs                   \r\nAttaching to jupyter_notebook_1\r\n...\r\nnotebook_1  | [I 05:15:22.760 NotebookApp] 302 GET \/ (172.25.0.1) 0.740000ms\r\n<\/code><\/pre>\n<h1>4. Jupyter Notebook \u306b\u63a5\u7d9a\u3059\u308b<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30db\u30b9\u30c8 PC \u5074\u3067\u3001web \u30d6\u30e9\u30a6\u30b6\u3088\u308a localhost:8888 \u3078\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u3001\u30b3\u30f3\u30c6\u30ca\u5185\u306e jupyter \u306b\u63a5\u7d9a\u3067\u304d\u308b\u306f\u305a\u3067\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\u597d\u304d\u306b\u89e3\u6790\u3057\u307e\u3057\u3087\u3046<br \/>\njupyter\/data \u306e\u4e2d\u306b\u3001\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u30ea\u30f3\u30af\u3092\u5165\u308c\u308c\u3070\u3001\u597d\u304d\u306a\u5834\u6240\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3055\u305b\u308b\u4e8b\u304c\u3067\u304d\u307e\u3059<\/p>\n<h1>4.1. \u8ffd\u52a0\u3067\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u304f\u306a\u3063\u305f\u3089<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u306f\u3058\u3081\u306b\uff1a<\/ul>\n<\/li>\n<\/ul>\n<p>Docker \u3067\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u306f\u30a4\u30e1\u30fc\u30b8\u304b\u3089\u8d77\u52d5\u3055\u308c\u308b\u305f\u3073\u306b\u521d\u671f\u5316\u3055\u308c\u307e\u3059\u3002<br \/>\n\u8d77\u52d5\u4e2d\u306e\u30b3\u30f3\u30c6\u30ca\u306e\u4e2d\u3067\u884c\u3063\u305f\u64cd\u4f5c\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u306e\u518d\u8d77\u52d5\u3067\u5931\u308f\u308c\u307e\u3059\u3002<br \/>\n\u5909\u66f4\u3092\u8a18\u9332\u3055\u305b\u3066\u304a\u304d\u305f\u3044\u5834\u5408\u306f\u3001\u30a4\u30e1\u30fc\u30b8\u3092\u30d3\u30eb\u30c9\u3057\u76f4\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u3001jupyter \u4e0a\u306e terminal \u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306e\u624b\u9806\u3092\u6574\u7406\u3057\u307e\u3059<\/p>\n<p>jupyter notebook \u5185\u306e\u3001\u53f3\u4e0a\u306e\u3001&#8221;New&#8221; \u304b\u3089\u3001Terminal \u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059<br \/>\n\u7aef\u672b\u304c\u7acb\u3061\u4e0a\u304c\u308a\u307e\u3059<br \/>\nbash \u306b\u5207\u308a\u66ff\u3048\u307e\u3059<\/p>\n<p># bash<\/p>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u8a66\u3057\u307e\u3059<\/p>\n<p>(base) root@f12b0e8c5196:\/# pip install (\u30d1\u30c3\u30b1\u30fc\u30b8\u540d)<\/p>\n<p>\u304a\u8a66\u3057\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u6210\u529f\u3057\u305f\u3089<\/p>\n<p>Dockerfile \u306b pip installl (\u30d1\u30c3\u30b1\u30fc\u30b8\u540d) \u3092\u8ffd\u52a0\u3057\u3001Docker \u30a4\u30e1\u30fc\u30b8\u3092\u30d3\u30eb\u30c9\u3057\u306a\u304a\u3057\u307e\u3059<\/p>\n<p>\u304a\u8a66\u3057\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5931\u6557\u3057\u305f\u3089<\/p>\n<p>\u4f55\u304b\u8ffd\u52a0\u306e\u5916\u90e8\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u5fc5\u8981\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u306b\u5f93\u3044\u3001\u5fc5\u8981\u306a\u3082\u306e\u3092 apt install \u306a\u3069\u3057\u307e\u3059<br \/>\n\u8a66\u884c\u932f\u8aa4\u306e\u672b\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306b\u6210\u529f\u3057\u305f\u3089\u3001\u4f7f\u7528\u3057\u305f\u30b3\u30de\u30f3\u30c9\u3092\u5168\u3066 Dockerfile \u306b\u8ffd\u52a0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059<\/p>\n<h1>5. \u7d42\u4e86\u3068\u518d\u8d77\u52d5<\/h1>\n<ul class=\"post-ul\">\u7d42\u4e86\u3059\u308b\u3068\u304d\u306f\u3001docker-compose down \u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3044\u307e\u3059<\/ul>\n<pre class=\"post-pre\"><code>docker-compose down\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u518d\u8d77\u52d5\u3059\u308b\u3068\u304d\u306f\u3001docker-compose up \u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3044\u307e\u3059<\/ul>\n<\/li>\n<\/ul>\n<p>&#8211;build \u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u5916\u3059\u3068\u3001\u524d\u56de\u30d3\u30eb\u30c9\u3057\u305f\u30a4\u30e1\u30fc\u30b8\u3092\u4f7f\u3063\u3066\u8d77\u52d5\u3057\u307e\u3059<\/p>\n<pre class=\"post-pre\"><code>docker-compose up -d\r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u308c\u306f\u4f55\u304b M1 Mac \u306b Jupyter Notebook \u306e\u89e3\u6790\u74b0\u5883\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002 anacon [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46204","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\/46204-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u3053\u308c\u306f\u4f55\u304b M1 Mac \u306b Jupyter Notebook \u306e\u89e3\u6790\u74b0\u5883\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002 anacon [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46204-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T01:44:21+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-03T23:24:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d637a37434c4406d023b3\/8-0.png\" \/>\n<meta name=\"author\" content=\"\u6e05, \u5b87\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u6e05, \u5b87\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \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\/46204-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46204-2\/\",\"name\":\"- Blog - 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