{"id":46083,"date":"2023-06-24T14:25:23","date_gmt":"2023-06-14T16:08:30","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46083-2\/"},"modified":"2024-04-30T10:29:55","modified_gmt":"2024-04-30T02:29:55","slug":"46083-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46083-2\/","title":{"rendered":""},"content":{"rendered":"<h2>\u6982\u8981<\/h2>\n<p>Jupyter Lab\u306eDocker\u3067\u306e\u74b0\u5883\u69cb\u7bc9\u65b9\u6cd5<\/p>\n<h2>\u95a2\u9023\u8a18\u4e8b<\/h2>\n<ul class=\"post-ul\">jupyter(ipython notebook) + matplotlib + vagrant\u3067\u30b0\u30e9\u30d5\u63cf\u753b<\/ul>\n<h2>\u74b0\u5883<\/h2>\n<ul class=\"post-ul\">jupyterlab 0.35.4<\/ul>\n<h2>Docker\u30a4\u30e1\u30fc\u30b8\u306e\u4f5c\u6210<\/h2>\n<h3>Docker\u30a4\u30e1\u30fc\u30b8\u3092pull<\/h3>\n<pre class=\"post-pre\"><code><span class=\"gp\">$<\/span> <span class=\"nb\">sudo <\/span>docker pull jupyter\/datascience-notebook\r\n<\/code><\/pre>\n<h3>Dockerfile\u3092\u4f5c\u6210<\/h3>\n<pre class=\"post-pre\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> jupyter\/datascience-notebook<\/span>\r\n\r\n<span class=\"k\">RUN <\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> pip\r\n<span class=\"k\">RUN <\/span>pip <span class=\"nb\">install <\/span>jupyterlab\r\n<span class=\"k\">RUN <\/span>jupyter serverextension <span class=\"nb\">enable<\/span> <span class=\"nt\">--py<\/span> jupyterlab\r\n<\/code><\/pre>\n<h3>build<\/h3>\n<pre class=\"post-pre\"><code><span class=\"gp\">$<\/span> <span class=\"nb\">sudo <\/span>docker build <span class=\"nt\">-t<\/span> jupyterlab:latest .\/\r\n<\/code><\/pre>\n<h2>jupyterlab\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u8a2d\u5b9a<\/h2>\n<p>\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067\u3001jupyterlab\u306b\u30d6\u30e9\u30a6\u30b6\u3067\u30a2\u30af\u30bb\u30b9\u3059\u308b\u969b\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u8a2d\u5b9a\u3059\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">$<\/span> <span class=\"nb\">sudo <\/span>docker run <span class=\"nt\">--rm<\/span> <span class=\"nt\">-it<\/span> <span class=\"se\">\\<\/span>\r\n  jupyter\/datascience-notebook \/bin\/bash <span class=\"nt\">-c<\/span> <span class=\"se\">\\<\/span>\r\n  <span class=\"s2\">\"python -c 'from notebook.auth import passwd;print(passwd())'\"<\/span>\r\n\r\n<span class=\"gp\">#<\/span> \u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\r\n<span class=\"go\">Enter password:\r\nVerify password:\r\n<\/span><span class=\"gp\">#<\/span> \u30cf\u30c3\u30b7\u30e5\u5316\u3055\u308c\u305f\u30d1\u30b9\u30ef\u30fc\u30c9\r\n<span class=\"go\">sha1:xxxxxxxxxxxxxxxxxxxxxxxx\r\n<\/span><\/code><\/pre>\n<p>jupyter-notebook4.3\u304b\u3089\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u53b3\u3057\u304f\u306a\u3063\u305f\u3089\u3057\u3044<br \/>\nhttps:\/\/jupyter-notebook.readthedocs.io\/en\/latest\/security.html#server-security<\/p>\n<h3>\u30cf\u30c3\u30b7\u30e5\u5316\u3055\u308c\u305f\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u4ed8\u4e0e\u3057\u3066jupyterlab\u3092\u8d77\u52d5\u3059\u308b<\/h3>\n<p>&#8211;NotebookApp.password\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u3001\u30cf\u30c3\u30b7\u30e5\u5316\u3055\u308c\u305f\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u30bb\u30c3\u30c8\u3059\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nb\">sudo <\/span>docker run  <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">--rm<\/span> <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">-e<\/span> <span class=\"nv\">TZ<\/span><span class=\"o\">=<\/span>Asia\/Tokyo <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">-p<\/span> 8888:8888 <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">--name<\/span> jupyterlab <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">-v<\/span> <span class=\"si\">$(<\/span><span class=\"nb\">pwd<\/span><span class=\"si\">)<\/span>\/code:\/code <span class=\"se\">\\<\/span>\r\n    jupyterlab:latest <span class=\"se\">\\<\/span>\r\n    start.sh jupyter lab <span class=\"nt\">--NotebookApp<\/span>.password<span class=\"o\">=<\/span><span class=\"s2\">\"sha1:xxxxxxxxxxxxxxxxxxxxxxxx\"<\/span>\r\n<\/code><\/pre>\n<h3>\u30d6\u30e9\u30a6\u30b6\u3067\u30a2\u30af\u30bb\u30b9<\/h3>\n<p>http:\/\/localhost:8888<br \/>\n\u30d6\u30e9\u30a6\u30b6\u3067\u30a2\u30af\u30bb\u30b9\u3057\u3001\u5148\u7a0b\u8a2d\u5b9a\u3057\u305f\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3059\u308b\u3002<\/p>\n<p>Notebook\u3067python3\u3092\u5b9f\u884c\u3057\u3066\u307f\u308b<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d630e37434c4406d014f5\/23-0.png\" alt=\"Screen Shot 2019-03-08 at 18.04.54.png\" \/><\/div>\n<p>python\u3092\u5b9f\u884c<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d630e37434c4406d014f5\/25-0.png\" alt=\"Screen Shot 2019-03-08 at 18.05.25.png\" \/><\/div>\n<h2>python\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408<\/h2>\n<p>python\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u306f\u3001%run\u3092\u4f7f\u3046\u3002<\/p>\n<pre class=\"post-pre\"><code>%run -i {\u30d5\u30a1\u30a4\u30eb\u540d}\r\n<\/code><\/pre>\n<p>\u307e\u305f\u3001cd\u3068\u304bls\u3068\u304b\u3044\u3063\u305f\u30b7\u30a7\u30eb\u30b3\u30de\u30f3\u30c9\u3082\u4f7f\u3048\u308b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d630e37434c4406d014f5\/30-0.png\" alt=\"Screen Shot 2019-03-08 at 18.16.28.png\" \/><\/div>\n<h2>\u53c2\u8003<\/h2>\n<ul class=\"post-ul\">Jupyter Notebook\u306e\u5f8c\u7d99\uff1fJupyter Lab\u3092\u3064\u304b\u3063\u3066\u307f\u305f<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6982\u8981 Jupyter Lab\u306eDocker\u3067\u306e\u74b0\u5883\u69cb\u7bc9\u65b9\u6cd5 \u95a2\u9023\u8a18\u4e8b jupyter(ipython note [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46083","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, 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