{"id":46203,"date":"2023-12-24T10:40:12","date_gmt":"2024-02-12T11:49:37","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46203-2\/"},"modified":"2024-05-04T15:09:42","modified_gmt":"2024-05-04T07:09:42","slug":"46203-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46203-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u624b\u3063\u53d6\u308a\u65e9\u304fJupyter\u3092\u52d5\u304b\u3059<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Docker\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002https:\/\/hub.docker.com\/editions\/community\/docker-ce-desktop-mac\/ \u304b\u3089\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30b3\u30f3\u30bd\u30fc\u30eb\u304b\u3089\u4ee5\u4e0b\u3092\u5b9f\u884c\u3059\u308b\u3002\u3053\u308c\u3067Jupyter\u304c\u7acb\u3061\u4e0a\u304c\u308b\u3002<\/ul>\n<pre class=\"post-pre\"><code>docker run <span class=\"nt\">-d<\/span> <span class=\"nt\">--rm<\/span> <span class=\"nt\">-p<\/span> 8888:8888 <span class=\"nt\">-e<\/span> <span class=\"nv\">JUPYTER_ENABLE_LAB<\/span><span class=\"o\">=<\/span><span class=\"nb\">yes<\/span> <span class=\"nt\">-v<\/span> <span class=\"s2\">\"<\/span><span class=\"nv\">$PWD<\/span><span class=\"s2\">\"<\/span>:\/home\/jovyan\/work <span class=\"nt\">-e<\/span> <span class=\"nv\">GRANT_SUDO<\/span><span class=\"o\">=<\/span><span class=\"nb\">yes<\/span> <span class=\"nt\">--user<\/span> root jupyter\/datascience-notebook:<span class=\"nv\">$tag<\/span> start-notebook.sh <span class=\"nt\">--NotebookApp<\/span>.token<span class=\"o\">=<\/span>password\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d6\u30e9\u30a6\u30b6\u304b\u3089127.0.0.1:8888\/lab\u306b\u30a2\u30af\u30bb\u30b9\u3002<\/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\">\u30ed\u30b0\u30a4\u30f3\u753b\u9762\u3067\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u6c42\u3081\u3089\u308c\u305f\u3089password\u3068\u5165\u529b\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u7d42\u308f\u308a<\/ul>\n<h1>\u3069\u3053\u304b\u3089\u3067\u3082\u52d5\u304b\u305b\u308b\u3088\u3046\u306b\u3059\u308b\u3002<\/h1>\n<pre class=\"post-pre\"><code><span class=\"c\">#!\/bin\/bash<\/span>\r\n<span class=\"nv\">tag<\/span><span class=\"o\">=<\/span>latest\r\n<span class=\"nv\">password<\/span><span class=\"o\">=<\/span>password\r\n<span class=\"nv\">port<\/span><span class=\"o\">=<\/span>8888\r\n\r\n<span class=\"c\"># validate args<\/span>\r\n<span class=\"k\">if<\/span> <span class=\"o\">[<\/span> <span class=\"nv\">$# <\/span><span class=\"nt\">-gt<\/span> 1 <span class=\"o\">]<\/span><span class=\"p\">;<\/span> <span class=\"k\">then\r\n  <\/span><span class=\"nb\">echo <\/span>ERROR: the number of args must be 0 or 1\r\n  <span class=\"nb\">exit <\/span>1\r\n<span class=\"k\">fi<\/span>\r\n\r\n<span class=\"c\"># if a port num is specified, then change the port num<\/span>\r\n<span class=\"k\">if<\/span> <span class=\"o\">[<\/span> <span class=\"nv\">$# <\/span><span class=\"nt\">-ne<\/span> 0 <span class=\"o\">]<\/span><span class=\"p\">;<\/span> <span class=\"k\">then\r\n  <\/span><span class=\"nv\">port<\/span><span class=\"o\">=<\/span><span class=\"nv\">$1<\/span>\r\n<span class=\"k\">fi<\/span>\r\n\r\n<span class=\"c\"># the name of running container with port num<\/span>\r\n<span class=\"nv\">name<\/span><span class=\"o\">=<\/span>jl_<span class=\"k\">${<\/span><span class=\"nv\">port<\/span><span class=\"k\">}<\/span>\r\n\r\n<span class=\"c\"># run juypyter lab with port $port<\/span>\r\ndocker run <span class=\"nt\">-d<\/span> <span class=\"nt\">--rm<\/span> <span class=\"nt\">-p<\/span> <span class=\"k\">${<\/span><span class=\"nv\">port<\/span><span class=\"k\">}<\/span>:8888 <span class=\"nt\">--name<\/span> <span class=\"k\">${<\/span><span class=\"nv\">name<\/span><span class=\"k\">}<\/span> <span class=\"nt\">-e<\/span> <span class=\"nv\">JUPYTER_ENABLE_LAB<\/span><span class=\"o\">=<\/span><span class=\"nb\">yes<\/span> <span class=\"nt\">-v<\/span> <span class=\"s2\">\"<\/span><span class=\"nv\">$PWD<\/span><span class=\"s2\">\"<\/span>:\/home\/jovyan\/work <span class=\"nt\">-e<\/span> <span class=\"nv\">GRANT_SUDO<\/span><span class=\"o\">=<\/span><span class=\"nb\">yes<\/span> <span class=\"nt\">--user<\/span> root jupyter\/datascience-notebook:<span class=\"nv\">$tag<\/span> start-notebook.sh <span class=\"nt\">--NotebookApp<\/span>.token<span class=\"o\">=<\/span><span class=\"nv\">$password<\/span>\r\n<\/code><\/pre>\n<p>\u3053\u308c\u3092~\/bin\/run_jupyter_lab\u3068\u304b\u306b\u5165\u308c\u3066\u304a\u304f\u3002\u3053\u3053\u306b\u306fPATH\u304c\u901a\u3063\u3066\u3044\u308b\u524d\u63d0\u3002<\/p>\n<p>run_jupyter_lab\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u5b9f\u884c\u3057\u305f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u540d\u524d\u3067docker container\u304c\u52d5\u304f\u3002notebook\u304c\u3042\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306a\u3093\u304b\u3067\u5b9f\u884c\u3059\u308b\u3068\u826f\u3044\u3002<\/p>\n<h1>\u53c2\u8003<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">https:\/\/github.com\/jupyter\/docker-stacks<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">https:\/\/hub.docker.com\/r\/jupyter\/datascience-notebook<\/ul>\n<h1>VSCode\u3067\u52d5\u304b\u305b\u308b\u3088\u3046\u306b\u3059\u308b<\/h1>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"python.pythonPath\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\".\/.venv\/bin\/python3\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"python.analysis.extraPaths\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"s2\">\"hoge\/\"<\/span>\r\n    <span class=\"p\">],<\/span>\r\n    <span class=\"nl\">\"files.autoSave\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"afterDelay\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"files.autoSaveDelay\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1000<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"python.linting.lintOnSave\"<\/span><span class=\"p\">:<\/span> <span class=\"kc\">true<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"python.linting.pylintEnabled\"<\/span><span class=\"p\">:<\/span> <span class=\"kc\">false<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"python.linting.pycodestyleEnabled\"<\/span><span class=\"p\">:<\/span> <span class=\"kc\">false<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"python.linting.flake8Enabled\"<\/span><span class=\"p\">:<\/span> <span class=\"kc\">true<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"python.linting.flake8Args\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"s2\">\"--ignore=W293, W504\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"s2\">\"--max-line-length=200\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"s2\">\"--max-complexity=20\"<\/span>\r\n    <span class=\"p\">],<\/span>\r\n    <span class=\"nl\">\"python.formatting.provider\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"autopep8\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"python.formatting.autopep8Args\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"s2\">\"--aggressive\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"s2\">\"--aggressive\"<\/span>\r\n    <span class=\"p\">],<\/span>\r\n    <span class=\"nl\">\"autoDocstring.docstringFormat\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"google\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"editor.formatOnSave\"<\/span><span class=\"p\">:<\/span> <span class=\"kc\">true<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>pipenv <span class=\"nt\">--python<\/span> 3.8\r\npipenv <span class=\"nb\">install<\/span> <span class=\"nt\">--dev<\/span> autopep8 flake8 \r\n<\/code><\/pre>\n<p>jupyter\u4f7f\u3046\u306a\u3089<\/p>\n<pre class=\"post-pre\"><code>pipenv <span class=\"nb\">install<\/span> <span class=\"nt\">--dev<\/span> ipykernel\r\n<\/code><\/pre>\n<p>\u5fc5\u8981\u305d\u3046\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n<pre class=\"post-pre\"><code>pipenv <span class=\"nb\">install <\/span>pandas scikit-learn matplotlib\r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u624b\u3063\u53d6\u308a\u65e9\u304fJupyter\u3092\u52d5\u304b\u3059 Docker\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002https:\/\/hub.docker.co [&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-46203","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\" 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