{"id":46014,"date":"2023-10-28T09:19:14","date_gmt":"2023-02-22T00:55:00","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46014-2\/"},"modified":"2024-05-04T06:23:55","modified_gmt":"2024-05-03T22:23:55","slug":"46014-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46014-2\/","title":{"rendered":""},"content":{"rendered":"<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>\u4ee5\u524d\u306bvenv\u3092\u4f7f\u3063\u305f\u4eee\u60f3\u74b0\u5883\u306e\u69cb\u7bc9\u306b\u3064\u3044\u3066\u8a18\u4e8b\u3092\u66f8\u3044\u305f\u3053\u3068\u304c\u3042\u308b\u304c\u3001\u30b3\u30f3\u30c6\u30ca\u5185\u306bPython\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3066\u5916\u90e8\u304b\u3089\u305d\u3053\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u4f7f\u3044\u65b9\u306f\u81ea\u5206\u3067\u8a66\u3057\u305f\u4e8b\u304c\u306a\u304b\u3063\u305f\u305f\u3081\u3001\u4eca\u56de\u306f\u305d\u308c\u3092\u8a66\u3057\u3066\u307f\u308b\u3002<\/p>\n<h2>\u5b9f\u884c\u74b0\u5883<\/h2>\n<p>\u3010Docker\u5c0e\u5165\u74b0\u5883\u3011<br \/>\n\u30fbUbuntu 20.04 LTS\uff08GCP\u4e0a\uff09<br \/>\n\u30fbdocker 19.03.13<br \/>\n\u30fbdocker-compose 1.25.0<\/p>\n<h2>\u624b\u9806<\/h2>\n<p>\uff11\uff0e\u74b0\u5883\u6e96\u5099<br \/>\n\uff12\uff0e\u30b3\u30f3\u30c6\u30ca\u69cb\u7bc9\u7528\u306eDockerfile\u4f5c\u6210\uff082\u3064\uff09<br \/>\n\uff13\uff0edocker-compose.yml\u3067\u30b3\u30f3\u30c6\u30ca\u8d77\u52d5<br \/>\n\uff14\uff0e\u64cd\u4f5c\u78ba\u8a8d<\/p>\n<h2>\uff11\uff0e\u74b0\u5883\u6e96\u5099<\/h2>\n<p>GCP\u4e0a\u306bVM\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210<br \/>\n\u203b\u30a4\u30e1\u30fc\u30b8\u306fUbuntu20.4 LTS<\/p>\n<p>\u30d1\u30c3\u30b1\u30fc\u30b8\u7ba1\u7406\u30c4\u30fc\u30eb\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8<\/p>\n<pre class=\"post-pre\"><code>$ sudo apt update\r\n$ sudo apt -y upgrade\r\n<\/code><\/pre>\n<p>docker\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<br \/>\n\u3010Docker\u30b3\u30f3\u30c6\u30ca\u5185\u306eUbuntu\u3067\u306fsystemctl\u306f\u4f7f\u3048\u306a\u3044\u3011\u306e\u624b\u9806\uff11\u3092\u53c2\u8003\u306b\u3002<\/p>\n<p>docker-compose\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>apt <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> docker-compose \r\n<\/code><\/pre>\n<p>\u554f\u984c\u306a\u304f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u3066\u3044\u308b\u304b\u78ba\u8a8d<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>docker-compose <span class=\"nt\">--version<\/span>\r\ndocker-compose version 1.25.0, build unknown\r\n<\/code><\/pre>\n<h2>\uff12\uff0e\u30b3\u30f3\u30c6\u30ca\u69cb\u7bc9\u7528\u306eDockerfile\u4f5c\u6210\uff082\u3064\uff09<\/h2>\n<p>Dockerfile\u683c\u7d0d\u7528\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u4f5c\u6210<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo mkdir<\/span> .\/con1\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo mkdir<\/span> .\/con2\r\n<\/code><\/pre>\n<p>Dockerfile\u306e\u4f5c\u6210<\/p>\n<p>\u30b3\u30f3\u30c6\u30ca\uff11\u306eDockerfile\u4f5c\u6210<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>nano .\/con1\/Dockerfile\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"c\"># \u30d9\u30fc\u30b9\u30a4\u30e1\u30fc\u30b8\u306e\u53d6\u5f97<\/span>\r\n<span class=\"k\">FROM<\/span><span class=\"s\"> python:3<\/span>\r\n\r\n<span class=\"c\"># \u9069\u5f53\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\n<span class=\"k\">RUN <\/span>pip <span class=\"nb\">install <\/span>jupyter notebook\r\n<span class=\"k\">RUN <\/span>pip <span class=\"nb\">install <\/span>numpy\r\n\r\n<span class=\"c\"># \u30de\u30a6\u30f3\u30c8\u7528\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210<\/span>\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">mkdir<\/span> \/root\/analysis\r\n\r\n<span class=\"c\">##########################<\/span>\r\n<span class=\"c\"># \u30b3\u30f3\u30d5\u30a3\u30b0\u30d5\u30a1\u30a4\u30eb\u306e\u8a2d\u5b9a#<\/span>\r\n<span class=\"c\">##########################<\/span>\r\n\r\n<span class=\"k\">RUN <\/span>jupyter notebook <span class=\"nt\">--generate-config<\/span>\r\n<span class=\"c\"># \u21d2\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306b\u3088\u308a [\/root\/.jupyter\/jupyter_notebook_config.py] \u304c\u751f\u6210\u3055\u308c\u308b<\/span>\r\n\r\n<span class=\"c\"># jupyter-notebook\u4e0a\u306e\u30db\u30ef\u30a4\u30c8\u30ea\u30b9\u30c8\u3092\u8a31\u53ef\uff08\u30db\u30b9\u30c8\u5074\u3067\u30d5\u30a1\u30a4\u30a6\u30a9\u30fc\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u305f\u3081OK\uff09<\/span>\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.NotebookApp.ip = '0.0.0.0'\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/root\/.jupyter\/jupyter_notebook_config.py\r\n\r\n<span class=\"c\"># \u521d\u671f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u8a2d\u5b9a<\/span>\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.NotebookApp.notebook_dir = '\/root\/analysis'\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/root\/.jupyter\/jupyter_notebook_config.py\r\n\r\n<span class=\"c\"># \u30d1\u30b9\u30ef\u30fc\u30c9\u8a8d\u8a3c or Token\u8a8d\u8a3c\u3092\u7121\u52b9\u5316\uff08\u516c\u5f0f\u3067\u306f\u975e\u63a8\u5968\uff09<\/span>\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.NotebookApp.token = ''\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/root\/.jupyter\/jupyter_notebook_config.py\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.NotebookApp.password = ''\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/root\/.jupyter\/jupyter_notebook_config.py\r\n\r\n<span class=\"c\"># \u30dd\u30fc\u30c8\u958b\u653e<\/span>\r\n<span class=\"k\">EXPOSE<\/span><span class=\"s\"> 8888<\/span>\r\n\r\n<span class=\"k\">CMD<\/span><span class=\"s\"> [\"jupyter\", \"notebook\",\"--allow-root\"]<\/span>\r\n<\/code><\/pre>\n<p>\u30b3\u30f3\u30c6\u30ca\uff12\u306eDockerfile\u4f5c\u6210\uff08\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d1\u30c3\u30b1\u30fc\u30b8\u4ee5\u5916\uff11\u3068\u540c\u3058\uff09<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>nano .\/con2\/Dockerfile\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"c\"># \u30d9\u30fc\u30b9\u30a4\u30e1\u30fc\u30b8\u306e\u53d6\u5f97<\/span>\r\n<span class=\"k\">FROM<\/span><span class=\"s\"> python:3<\/span>\r\n\r\n<span class=\"c\"># \u9069\u5f53\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\n<span class=\"k\">RUN <\/span>pip <span class=\"nb\">install <\/span>jupyter notebook\r\n<span class=\"k\">RUN <\/span>pip <span class=\"nb\">install <\/span>pandas\r\n\r\n<span class=\"c\"># \u30de\u30a6\u30f3\u30c8\u7528\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210<\/span>\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">mkdir<\/span> \/root\/analysis\r\n\r\n<span class=\"c\">##########################<\/span>\r\n<span class=\"c\"># \u30b3\u30f3\u30d5\u30a3\u30b0\u30d5\u30a1\u30a4\u30eb\u306e\u8a2d\u5b9a#<\/span>\r\n<span class=\"c\">##########################<\/span>\r\n\r\n<span class=\"k\">RUN <\/span>jupyter notebook <span class=\"nt\">--generate-config<\/span>\r\n<span class=\"c\"># \u21d2\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306b\u3088\u308a [\/root\/.jupyter\/jupyter_notebook_config.py] \u304c\u751f\u6210\u3055\u308c\u308b<\/span>\r\n\r\n<span class=\"c\"># jupyter-notebook\u4e0a\u306e\u30db\u30ef\u30a4\u30c8\u30ea\u30b9\u30c8\u3092\u8a31\u53ef\uff08\u30db\u30b9\u30c8\u5074\u3067\u30d5\u30a1\u30a4\u30a6\u30a9\u30fc\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u305f\u3081OK\uff09<\/span>\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.NotebookApp.ip = '0.0.0.0'\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/root\/.jupyter\/jupyter_notebook_config.py\r\n\r\n<span class=\"c\"># \u521d\u671f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u8a2d\u5b9a<\/span>\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.NotebookApp.notebook_dir = '\/root\/analysis'\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/root\/.jupyter\/jupyter_notebook_config.py\r\n\r\n<span class=\"c\"># \u30d1\u30b9\u30ef\u30fc\u30c9\u8a8d\u8a3c or Token\u8a8d\u8a3c\u3092\u7121\u52b9\u5316\uff08\u516c\u5f0f\u3067\u306f\u975e\u63a8\u5968\uff09<\/span>\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.NotebookApp.token = ''\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/root\/.jupyter\/jupyter_notebook_config.py\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.NotebookApp.password = ''\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/root\/.jupyter\/jupyter_notebook_config.py\r\n\r\n<span class=\"c\"># \u30dd\u30fc\u30c8\u958b\u653e<\/span>\r\n<span class=\"k\">EXPOSE<\/span><span class=\"s\"> 8888<\/span>\r\n\r\n<span class=\"k\">CMD<\/span><span class=\"s\"> [\"jupyter\", \"notebook\",\"--allow-root\"]<\/span>\r\n<\/code><\/pre>\n<h2>\uff13\uff0edocker-compose.yml\u3067\u30b3\u30f3\u30c6\u30ca\u8d77\u52d5<\/h2>\n<p>Notebook\u8d77\u52d5\u6642\u306e\u521d\u671f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30db\u30b9\u30c8\u5074\u306b\u6e96\u5099<br \/>\n\u203b\u521d\u671f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306f\u3001\u5404\u30b3\u30f3\u30c6\u30ca\u6bce\u306b\u30de\u30a6\u30f3\u30c8\u5148\u3092\u6307\u5b9a\u3057\u305f\u3044\u305f\u3044\u3081\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo mkdir<\/span> .\/con1\/analysis_file\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo mkdir<\/span> .\/con2\/analysis_file\r\n<\/code><\/pre>\n<p>docker-compose.yml\u306e\u4f5c\u6210<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>nano .\/docker-compose.yml\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">3.7'<\/span>\r\n\r\n<span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">python1<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">context<\/span><span class=\"pi\">:<\/span> <span class=\"s\">.\/con1<\/span>\r\n      <span class=\"na\">dockerfile<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Dockerfile<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">.\/con1\/analysis_file:\/root\/analysis<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">8080:8888<\/span>\r\n\r\n  <span class=\"na\">python2<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">context<\/span><span class=\"pi\">:<\/span> <span class=\"s\">.\/con2<\/span>\r\n      <span class=\"na\">dockerfile<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Dockerfile<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">.\/con2\/analysis_file:\/root\/analysis<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">8081:8888<\/span>\r\n<\/code><\/pre>\n<h2>\uff14\uff0e\u64cd\u4f5c\u78ba\u8a8d<\/h2>\n<p>\u5168\u30b5\u30fc\u30d3\u30b9\u306e\u8d77\u52d5<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>docker-compose up\r\n<\/code><\/pre>\n<p>\u203b\u521d\u56de\u8d77\u52d5\u6642\u306f\u3001\u30d3\u30eb\u30c9\u3084\u30a4\u30e1\u30fc\u30b8\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304c\u81ea\u52d5\u3067\u958b\u59cb\u3055\u308c\u308b\u3002<\/p>\n<p>\u4ee5\u4e0b\u306eURL\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8a8d\u8a3c\u306a\u3057\u3067notebook\u304c\u958b\u304f\u304b\u78ba\u8a8d\u3059\u308b\u3002<br \/>\nhttp:\/\/[VM\u306e\u5916\u90e8IP(\u30b0\u30ed\u30fc\u30d0\u30ebIP\u30a2\u30c9\u30ec\u30b9)]:8080\/<br \/>\nhttp:\/\/[VM\u306e\u5916\u90e8IP(\u30b0\u30ed\u30fc\u30d0\u30ebIP\u30a2\u30c9\u30ec\u30b9)]:8081\/<\/p>\n<p>\u8a66\u3057\u306bport:8080\u3067\u958b\u304b\u308c\u308bnotebook\u3067import\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u307f\u308b\u3068\u3001.\/con1\/Dockerfile\u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u306f\u3067\u304d\u306a\u3044\u306f\u305a\u3002<\/p>\n<p>\u307e\u305f\u3001\u4f5c\u6210\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u30db\u30b9\u30c8\u5074\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30de\u30a6\u30f3\u30c8\u3057\u3066\u3044\u3066\u3001\u305d\u3053\u3092jupyter noteobook\u306e\u521d\u671f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u8a2d\u5b9a\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u4f5c\u6210\u30d5\u30a1\u30a4\u30eb\u306f\u30db\u30b9\u30c8\u5074\u4e0a\u3067\u6c38\u7d9a\u5316\u3055\u308c\u308b\u306f\u305a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b \u4ee5\u524d\u306bvenv\u3092\u4f7f\u3063\u305f\u4eee\u60f3\u74b0\u5883\u306e\u69cb\u7bc9\u306b\u3064\u3044\u3066\u8a18\u4e8b\u3092\u66f8\u3044\u305f\u3053\u3068\u304c\u3042\u308b\u304c\u3001\u30b3\u30f3\u30c6\u30ca\u5185\u306bPython\u74b0\u5883\u3092 [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46014","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\/46014-2\/\" \/>\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 \u4ee5\u524d\u306bvenv\u3092\u4f7f\u3063\u305f\u4eee\u60f3\u74b0\u5883\u306e\u69cb\u7bc9\u306b\u3064\u3044\u3066\u8a18\u4e8b\u3092\u66f8\u3044\u305f\u3053\u3068\u304c\u3042\u308b\u304c\u3001\u30b3\u30f3\u30c6\u30ca\u5185\u306bPython\u74b0\u5883\u3092 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46014-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-02-22T00:55:00+00:00\" 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