{"id":45893,"date":"2023-02-06T23:27:58","date_gmt":"2024-03-10T20:55:53","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45893-2\/"},"modified":"2024-04-29T13:25:58","modified_gmt":"2024-04-29T05:25:58","slug":"45893-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45893-2\/","title":{"rendered":""},"content":{"rendered":"

\u30bf\u30a4\u30c8\u30eb\u306e\u901a\u308a\u3067\u3059\u304c\u3001Jupyter Notebook\u3092Docker\u3092\u4f7f\u3063\u3066\u7c21\u5358\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u4f5c\u696d\u30ed\u30b0\u3067\u3059\u3002Jupyter Notebook\u4e0a\u3067Scala\u3082\u4f7f\u3048\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n

docker\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u3068\u3057\u307e\u3059\u3002<\/p>\n

\u4ee5\u4e0b\u306eDockerfile\u3092\u6e96\u5099\u3057\u307e\u3059\u3002Python\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u4f7f\u7528\u3059\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3082\u306e\u3092\u3072\u3068\u3068\u304a\u308a\u66f8\u3044\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n

FROM<\/span> centos:7<\/span>\r\n\r\nRUN <\/span>yum install<\/span> -y<\/span> python3 java-11-openjdk\r\nRUN <\/span>pip3 install <\/span>jupyter jupyter-contrib-nbextensions jupyter_nbextensions_configurator numpy pandas matplotlib scikit-learn mlxtend boto3\r\n\r\nRUN <\/span>jupyter contrib nbextension install<\/span>\r\n\r\n# Jupyter-Scala \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\nWORKDIR<\/span> \/install<\/span>\r\nENV<\/span> SCALA_VERSION=2.13.1<\/span>\r\nENV<\/span> ALMOND_VERSION=0.8.2<\/span>\r\nRUN <\/span>curl -Lo<\/span> coursier https:\/\/git.io\/coursier-cli\r\nRUN <\/span>chmod<\/span> +x coursier\r\nRUN <\/span>.\/coursier bootstrap -r<\/span> jitpack -i<\/span> user -I<\/span> user:sh.almond:scala-kernel-api_$SCALA_VERSION<\/span>:$ALMOND_VERSION<\/span> sh.almond:scala-kernel_$SCALA_VERSION<\/span>:$ALMOND_VERSION<\/span> -o<\/span> almond\r\nRUN <\/span>.\/almond --install<\/span>\r\n\r\nWORKDIR<\/span> \/work<\/span>\r\n\r\nCMD<\/span> jupyter notebook --ip='*' --no-browser --allow-root --NotebookApp.token=''<\/span>\r\n<\/code><\/pre>\n
Python\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306ejupyter-contrib-nbextensions\u3001jupyter_nbextensions_configurator\u3068\u3001\u305d\u306e\u3042\u3068\u3067\u5b9f\u884c\u3057\u3066\u3044\u308bjupyter contrib nbextension install\u306fnbextensions\u3092\u4f7f\u3046\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n
Jupyter-Scala\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306b\u95a2\u3057\u3066\u306f\u4ee5\u4e0b\u306e\u516c\u5f0f\u30da\u30fc\u30b8\u53c2\u7167\u3002
\nInstallation \u00b7 almond<\/p>\n
jupyter\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306e–allow-root\u306froot\u6a29\u9650\u306e\u307e\u307eJupyter\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3059\u3002Docker\u306e\u4e2d\u3067\u306froot\u6a29\u9650\u306a\u306e\u3067\u5fc5\u8981\u3067\u3059\u3002<\/p>\n
–ip=’*’\u306fJupyter\u306b\u3069\u3053\u304b\u3089\u3067\u3082\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u8a2d\u5b9a\u3067\u3059\u3002–NotebookApp.token=”\u306fJupyter\u306b\u30d6\u30e9\u30a6\u30b6\u3067\u30a2\u30af\u30bb\u30b9\u3057\u305f\u3068\u304d\u306e\u30c8\u30fc\u30af\u30f3\u5165\u529b\u3092\u30b9\u30ad\u30c3\u30d7\u3055\u305b\u308b\u305f\u3081\u306e\u8a2d\u5b9a\u3067\u3059\u3002\u79c1\u306fPC\u306e\u4e2d\u306eVirtualBox\u3067\u52d5\u304fLinux\u4e0a\u3067\u3053\u308c\u3092\u5b9f\u884c\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u5229\u4fbf\u6027\u306e\u305f\u3081\u306b\u3053\u308c\u3089\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u308c\u306f\u5916\u90e8\u304b\u3089\u81ea\u7531\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3066\u3057\u307e\u3046\u8a2d\u5b9a\u306a\u306e\u3067\u666e\u901a\u306f\u63a8\u5968\u3055\u308c\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n
\u3053\u306eDockerfile\u306e\u3042\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3067\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067\u30a4\u30e1\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n
$ docker build -t myjupyter .\r\n<\/code><\/pre>\n
Jupyter\u3067\u4f5c\u696d\u3057\u305f\u3044\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3057\u3066\u304b\u3089\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067Jupyter\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n
$ docker run -it --rm -p 8888:8888 -v $HOME\/.aws:\/root\/.aws -v $(pwd):\/work myjupyter\r\n<\/code><\/pre>\n
-v $HOME\/.aws:\/root\/.aws\u306fboto3\u3092\u4f7f\u3063\u3066AWS\u306eAPI\u306b\u30a2\u30af\u30bb\u30b9\u3057\u305f\u304b\u3063\u305f\u306e\u3067\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n
Jupyter\u3092\u8d77\u52d5\u3057\u305f\u3089\u30d6\u30e9\u30a6\u30b6\u30678888\u756a\u30dd\u30fc\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/p>\n
\u666e\u901a\u306eDocker\u3060\u3068Jupyter\u3067\u4f5c\u6210\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u30aa\u30fc\u30ca\u30fc\u304croot\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u306e\u3067\u3001rootless Docker\u306e\u307b\u3046\u304c\u3088\u3055\u305d\u3046\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u30bf\u30a4\u30c8\u30eb\u306e\u901a\u308a\u3067\u3059\u304c\u3001Jupyter Notebook\u3092Docker\u3092\u4f7f\u3063\u3066\u7c21\u5358\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e […]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45893","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n- 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\/45893-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u30bf\u30a4\u30c8\u30eb\u306e\u901a\u308a\u3067\u3059\u304c\u3001Jupyter Notebook\u3092Docker\u3092\u4f7f\u3063\u3066\u7c21\u5358\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/45893-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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