{"id":46156,"date":"2023-03-14T23:41:06","date_gmt":"2023-03-12T11:48:21","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46156-2\/"},"modified":"2024-04-29T18:56:18","modified_gmt":"2024-04-29T10:56:18","slug":"46156-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46156-2\/","title":{"rendered":""},"content":{"rendered":"<h2>\u6982\u8981<\/h2>\n<p>AWS\u306eUbuntu22.04\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u8d77\u52d5\u6642\u306b\u30de\u30eb\u30c1\u30e6\u30fc\u30b6\u7528\u306eJupyterLab\u74b0\u5883\u3092\u81ea\u52d5\u3067\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3002\u305f\u3076\u3093\u4ed6\u306e\u74b0\u5883\u3067\u3082\u9069\u7528\u53ef\u80fd\u3068\u601d\u3046\u3002<\/p>\n<p>\u4eca\u5f8c\u3001\u6642\u9593\u304c\u3042\u308c\u3070Ansible\u306b\u5bfe\u5fdc\u3059\u308b\u3002<\/p>\n<h3>\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u6982\u8981<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">venv\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/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\">venv\u74b0\u5883\u306b\u5fc5\u8981\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb (pip \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb)<\/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\">jupyterlab\u3092\u30de\u30eb\u30c1\u30e6\u30fc\u30b6\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u305f\u3081\u306ejupyterHub\u306e\u8a2d\u5b9a<\/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\">jupyterHub\u3092\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u7acb\u3061\u4e0a\u3052\u308b\u305f\u3081\u306esystemd\u8a2d\u5b9a<\/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\">test1, test2 &#8230; test5 \u3068\u3044\u3046\u30e6\u30fc\u30b6\u3092LINUX\u4e0a\u306b\u4f5c\u6210\u3002\u521d\u671f\u30d1\u30b9\u30ef\u30fc\u30c9\u306f myp@ssw0rd<\/ul>\n<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u30e6\u30fc\u30b6\u306e\u307fJupyterHub\u3092\u901a\u3058\u3066\u3001JupyterLab\u306b\u63a5\u7d9a\u53ef\u80fd<\/p>\n<h3>\u63a5\u7d9a\u65b9\u6cd5\u306e\u6982\u8981<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u63a5\u7d9a\u306fssh tunnel\u306e\u5f62\u6210\u5f8c\u3001\u624b\u5143\u306e\u30d6\u30e9\u30a6\u30b6\u306b http:\/\/localhost:28000 \u3092\u5165\u529b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">JupyterHub\u306e\u753b\u9762\u304c\u3067\u305f\u3089LINUX\u306e\u30e6\u30fc\u30b6\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3057\u3066\u30ed\u30b0\u30a4\u30f3<\/ul>\n<h2>\u69cb\u7bc9\u30b9\u30af\u30ea\u30d7\u30c8<\/h2>\n<pre class=\"post-pre\"><code><span class=\"c\">#!\/bin\/bash<\/span>\r\n\r\n<span class=\"nb\">cat<\/span> <span class=\"o\">&lt;&lt;<\/span> <span class=\"no\">EOF<\/span><span class=\"sh\">\r\n##################################################\r\n#\r\n# STEP1) USERDATA: venv installation\r\n#\r\n##################################################\r\n<\/span><span class=\"no\">EOF\r\n\r\n<\/span><span class=\"nb\">echo<\/span> <span class=\"s2\">\"# ---- STEP 1-1) change needrestart.conf ----\"<\/span>\r\n<span class=\"nb\">sed<\/span> <span class=\"nt\">-i<\/span> s\/<span class=\"s2\">\"<\/span><span class=\"se\">\\#\\$<\/span><span class=\"s2\">nrconf{restart} = 'i'\"<\/span>\/<span class=\"s2\">\"<\/span><span class=\"se\">\\$<\/span><span class=\"s2\">nrconf{restart} = 'a'\"<\/span>\/g \/etc\/needrestart\/needrestart.conf | <span class=\"nb\">grep<\/span> <span class=\"se\">\\'<\/span>a<span class=\"se\">\\'<\/span>\r\n<span class=\"nb\">cat<\/span> \/etc\/needrestart\/needrestart.conf | <span class=\"nb\">grep<\/span> <span class=\"nt\">-v<\/span> <span class=\"s2\">\"^#\"<\/span> | <span class=\"nb\">grep<\/span> <span class=\"se\">\\$<\/span>nrconf<span class=\"se\">\\{<\/span>restart<span class=\"se\">\\}<\/span>\r\n\r\n<span class=\"nb\">echo<\/span> <span class=\"s2\">\"# ---- STEP 1-2) pip installation ----\"<\/span>\r\napt update\r\napt <span class=\"nb\">install <\/span>python3-pip <span class=\"nt\">-y<\/span>\r\napt <span class=\"nb\">install <\/span>python3-venv <span class=\"nt\">-y<\/span>\r\n\r\n<span class=\"nb\">echo<\/span> <span class=\"s2\">\"# ---- STEP 1-3) latest node installation ----\"<\/span>\r\ncurl <span class=\"nt\">-fsSL<\/span> https:\/\/deb.nodesource.com\/setup_18.x | bash -\r\n<span class=\"nb\">cat<\/span> \/etc\/apt\/sources.list.d\/nodesource.list\r\napt show nodejs\r\n<span class=\"nb\">sudo <\/span>apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> nodejs\r\nnode <span class=\"nt\">--version<\/span>\r\nnpm <span class=\"nt\">--version<\/span>\r\n\r\n<span class=\"nb\">echo<\/span> <span class=\"s2\">\"# ---- STEP 1-4) configurable-http-proxy Installation ----\"<\/span>\r\nnpm <span class=\"nb\">install<\/span> <span class=\"nt\">-g<\/span> configurable-http-proxy\r\n\r\n<span class=\"nb\">cat<\/span> <span class=\"o\">&lt;&lt;<\/span> <span class=\"no\">EOF<\/span><span class=\"sh\">\r\n##################################################\r\n#\r\n# STEP2) USERDATA: JupyterLab Installation\r\n#\r\n##################################################\r\n<\/span><span class=\"no\">EOF\r\n\r\n<\/span><span class=\"nv\">INSTALL_DIR<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"\/opt\/jupyter\"<\/span>\r\n<span class=\"nv\">CONFIG<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"<\/span><span class=\"k\">${<\/span><span class=\"nv\">INSTALL_DIR<\/span><span class=\"k\">}<\/span><span class=\"s2\">\/etc\"<\/span>\r\n<span class=\"nv\">VENV<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"<\/span><span class=\"k\">${<\/span><span class=\"nv\">INSTALL_DIR<\/span><span class=\"k\">}<\/span><span class=\"s2\">\/venv\"<\/span>\r\n\r\n<span class=\"nb\">echo<\/span> <span class=\"s2\">\"# ---- STEP 2-1) start venv  ----\"<\/span>\r\n<span class=\"nb\">mkdir<\/span> <span class=\"nt\">-p<\/span> <span class=\"k\">${<\/span><span class=\"nv\">CONFIG<\/span><span class=\"k\">}<\/span>\r\npython3 <span class=\"nt\">-m<\/span> venv <span class=\"k\">${<\/span><span class=\"nv\">VENV<\/span><span class=\"k\">}<\/span>\r\n<span class=\"nb\">ls<\/span> <span class=\"nt\">-l<\/span> <span class=\"k\">${<\/span><span class=\"nv\">INSTALL_DIR<\/span><span class=\"k\">}<\/span>\r\n<span class=\"nb\">source<\/span> <span class=\"k\">${<\/span><span class=\"nv\">VENV<\/span><span class=\"k\">}<\/span>\/bin\/activate\r\nwhich python\r\n\r\n<span class=\"nb\">echo<\/span> <span class=\"s2\">\"# ---- STEP 2-2) Jupyter Installation ----\"<\/span>\r\npip <span class=\"nb\">install <\/span>jupyterlab\r\npip <span class=\"nb\">install <\/span>jupyterhub\r\npip <span class=\"nb\">install <\/span>numpy\r\npip <span class=\"nb\">install <\/span>pandas\r\npip <span class=\"nb\">install <\/span>psycopg\r\npip <span class=\"nb\">install <\/span>matplotlib\r\npip <span class=\"nb\">install <\/span>japanize_matplotlib\r\npip <span class=\"nb\">install <\/span>seaborn\r\npip <span class=\"nb\">install <\/span>psycopg2-binary\r\npip <span class=\"nb\">install <\/span>scikit-learn\r\nwhich jupyter\r\nwhich jupyterhub\r\n\r\n\r\n<span class=\"nb\">cat<\/span> <span class=\"o\">&lt;&lt;<\/span> <span class=\"no\">EOF<\/span><span class=\"sh\">\r\n##################################################\r\n#\r\n# STEP3) USERDATA: JupyterHub Settings\r\n#\r\n##################################################\r\n<\/span><span class=\"no\">EOF\r\n\r\n<\/span>jupyterhub <span class=\"nt\">--generate-config<\/span> <span class=\"nt\">-f<\/span> <span class=\"k\">${<\/span><span class=\"nv\">CONFIG<\/span><span class=\"k\">}<\/span>\/jupyterhub_config.py\r\n<span class=\"nb\">mv<\/span> <span class=\"k\">${<\/span><span class=\"nv\">CONFIG<\/span><span class=\"k\">}<\/span>\/jupyterhub_config.py <span class=\"k\">${<\/span><span class=\"nv\">CONFIG<\/span><span class=\"k\">}<\/span>\/jupyterhub_config.py.org\r\n<span class=\"nb\">users<\/span><span class=\"o\">=(<\/span><span class=\"s2\">\"test1\"<\/span> <span class=\"s2\">\"test2\"<\/span> <span class=\"s2\">\"test3\"<\/span> <span class=\"s2\">\"test4\"<\/span> <span class=\"s2\">\"test5\"<\/span><span class=\"o\">)<\/span>\r\n\r\n<span class=\"nb\">cat<\/span> <span class=\"o\">&lt;&lt;<\/span> <span class=\"no\">EOF<\/span><span class=\"sh\"> &gt; <\/span><span class=\"k\">${<\/span><span class=\"nv\">CONFIG<\/span><span class=\"k\">}<\/span><span class=\"sh\">\/jupyterhub_config.py\r\nc.Spawner.default_url = '\/lab'\r\nc.Authenticator.whitelist = {'<\/span><span class=\"k\">${<\/span><span class=\"nv\">users<\/span><span class=\"p\">[0]<\/span><span class=\"k\">}<\/span><span class=\"sh\">', '<\/span><span class=\"k\">${<\/span><span class=\"nv\">users<\/span><span class=\"p\">[1]<\/span><span class=\"k\">}<\/span><span class=\"sh\">', '<\/span><span class=\"k\">${<\/span><span class=\"nv\">users<\/span><span class=\"p\">[2]<\/span><span class=\"k\">}<\/span><span class=\"sh\">', '<\/span><span class=\"k\">${<\/span><span class=\"nv\">users<\/span><span class=\"p\">[3]<\/span><span class=\"k\">}<\/span><span class=\"sh\">', '<\/span><span class=\"k\">${<\/span><span class=\"nv\">users<\/span><span class=\"p\">[4]<\/span><span class=\"k\">}<\/span><span class=\"sh\">'}\r\nc.Authenticator.admin_users = {'root'}\r\nc.SystemdSpawner.default_shell = '\/bin\/bash'\r\nc.Spawner.notebook_dir = '~\/'\r\nc.Spawner.cmd = ['<\/span><span class=\"k\">${<\/span><span class=\"nv\">VENV<\/span><span class=\"k\">}<\/span><span class=\"sh\">\/bin\/jupyterhub-singleuser']\r\n<\/span><span class=\"no\">EOF\r\n\r\n<\/span><span class=\"nb\">ls<\/span> <span class=\"nt\">-l<\/span> <span class=\"k\">${<\/span><span class=\"nv\">CONFIG<\/span><span class=\"k\">}<\/span>\r\n<span class=\"nb\">cat<\/span> <span class=\"k\">${<\/span><span class=\"nv\">CONFIG<\/span><span class=\"k\">}<\/span>\/jupyterhub_config.py\r\n\r\n\r\n<span class=\"nb\">cat<\/span> <span class=\"o\">&lt;&lt;<\/span> <span class=\"no\">EOF<\/span><span class=\"sh\">\r\n##################################################\r\n#\r\n# STEP4) USERDATA: systemd settings for jupyter\r\n#\r\n##################################################\r\n<\/span><span class=\"no\">EOF\r\n\r\n<\/span><span class=\"nb\">echo<\/span> <span class=\"s2\">\"# ---- STEP 4-1) create jupyter.service ----\"<\/span>\r\n<span class=\"nb\">cat<\/span> <span class=\"o\">&lt;&lt;<\/span><span class=\"no\">EOF<\/span><span class=\"sh\"> &gt; \/etc\/systemd\/system\/jupyter.service\r\n[Unit]\r\nDescription=Jupyterlab for GateDB\r\nAfter=syslog.target network.target\r\n\r\n[Service]\r\nUser=root\r\nStandardOutput=file:\/var\/log\/jupyter.log\r\nExecStartPre=\/bin\/bash -c \"source <\/span><span class=\"k\">${<\/span><span class=\"nv\">VENV<\/span><span class=\"k\">}<\/span><span class=\"sh\">\/bin\/activate\"\r\nExecStart=<\/span><span class=\"k\">${<\/span><span class=\"nv\">VENV<\/span><span class=\"k\">}<\/span><span class=\"sh\">\/bin\/jupyterhub -f <\/span><span class=\"k\">${<\/span><span class=\"nv\">CONFIG<\/span><span class=\"k\">}<\/span><span class=\"sh\">\/jupyterhub_config.py\r\nRestart=on-failure\r\nRestartSec=10\r\n\r\n[Install]\r\nWantedBy=multi-user.target\r\n<\/span><span class=\"no\">EOF\r\n<\/span><span class=\"nb\">cat<\/span> \/etc\/systemd\/system\/jupyter.service\r\n\r\n<span class=\"nb\">echo<\/span> <span class=\"s2\">\"# ---- STEP 4-2) start jupyterhub daemon ----\"<\/span>\r\nsystemctl daemon-reload\r\nsystemctl <span class=\"nb\">enable <\/span>jupyter\r\nsystemctl start jupyter\r\nsystemctl status jupyter\r\n\r\n<span class=\"nb\">cat<\/span> <span class=\"o\">&lt;&lt;<\/span> <span class=\"no\">EOF<\/span><span class=\"sh\">\r\n##################################################\r\n#\r\n# STEP5) USERDATA: create users\r\n#\r\n##################################################\r\n<\/span><span class=\"no\">EOF\r\n<\/span><span class=\"k\">for <\/span>username <span class=\"k\">in<\/span> <span class=\"k\">${<\/span><span class=\"nv\">users<\/span><span class=\"p\">[@]<\/span><span class=\"k\">}<\/span><span class=\"p\">;<\/span> <span class=\"k\">do\r\n<\/span>adduser <span class=\"nt\">--disabled-password<\/span> <span class=\"nt\">--gecos<\/span> <span class=\"s2\">\"\"<\/span> <span class=\"s2\">\"<\/span><span class=\"k\">${<\/span><span class=\"nv\">username<\/span><span class=\"k\">}<\/span><span class=\"s2\">\"<\/span>\r\n<span class=\"nb\">echo<\/span> <span class=\"s2\">\"<\/span><span class=\"k\">${<\/span><span class=\"nv\">username<\/span><span class=\"k\">}<\/span><span class=\"s2\">:myp@ssw0rd\"<\/span> | chpasswd\r\n<span class=\"nb\">id<\/span> <span class=\"k\">${<\/span><span class=\"nv\">username<\/span><span class=\"k\">}<\/span>\r\n<span class=\"k\">done<\/span>\r\n<\/code><\/pre>\n<h2>\u63a5\u7d9a\u65b9\u6cd5<\/h2>\n<h3>ssh tunnel\u306e\u5f62\u6210<\/h3>\n<pre class=\"post-pre\"><code><span class=\"nv\">PRIVATE_KEY<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"&lt;private key&gt;\"<\/span>\r\n<span class=\"nv\">USERNAME<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"&lt;USER NAME&gt;\"<\/span>\r\n<span class=\"nv\">HOSTNAME<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"&lt;HOSTNAME&gt;\"<\/span>\r\nssh <span class=\"nt\">-i<\/span> <span class=\"k\">${<\/span><span class=\"nv\">PRIVATE_KEY<\/span><span class=\"k\">}<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USERNAME<\/span><span class=\"k\">}<\/span>@<span class=\"k\">${<\/span><span class=\"nv\">HOSTNAME<\/span><span class=\"k\">}<\/span> <span class=\"nt\">-L<\/span> 28000:localhost:8000\r\n<\/code><\/pre>\n<h3>Jupyter\u74b0\u5883\u306e\u30aa\u30fc\u30d7\u30f3<\/h3>\n<p>\u624b\u5143\u306e\u30de\u30b7\u30f3\u306b\u4ee5\u4e0b\u3092\u5165\u529b\u3059\u308b\u3002<\/p>\n<p>http:\/\/localhost:28000<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6982\u8981 AWS\u306eUbuntu22.04\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u8d77\u52d5\u6642\u306b\u30de\u30eb\u30c1\u30e6\u30fc\u30b6\u7528\u306eJupyterLab\u74b0\u5883\u3092\u81ea\u52d5\u3067\u69cb\u7bc9 [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46156","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\/46156-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u6982\u8981 AWS\u306eUbuntu22.04\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u8d77\u52d5\u6642\u306b\u30de\u30eb\u30c1\u30e6\u30fc\u30b6\u7528\u306eJupyterLab\u74b0\u5883\u3092\u81ea\u52d5\u3067\u69cb\u7bc9 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46156-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-03-12T11:48:21+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T10:56:18+00:00\" \/>\n<meta name=\"author\" content=\"\u79d1, \u9896\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u79d1, \u9896\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \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\/46156-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46156-2\/\",\"name\":\"- Blog - Silicon 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