{"id":46140,"date":"2023-10-09T15:10:28","date_gmt":"2022-11-16T06:27:05","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46140-2\/"},"modified":"2024-05-04T03:28:38","modified_gmt":"2024-05-03T19:28:38","slug":"46140-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46140-2\/","title":{"rendered":""},"content":{"rendered":"

\u306f\u3058\u3081\u306b<\/h2>\n

\u306f\u3058\u3081\u3066\u8a18\u4e8b\u3092\u66f8\u304f\u306e\u3067\u898b\u306b\u304f\u304f\u3066\u3082\u8a31\u3057\u3066\u304f\u3060\u3055\u3044\u307e\u3057\uff0e\uff0e\uff0e<\/p>\n

docker\u3068jupyterlab\u3068python<\/h2>\n

\u6700\u8fd1docker\u52c9\u5f37\u3057\u59cb\u3081\u3066\uff0cdocker\u4e0a\u3067jupyterlab\u8d70\u3089\u305b\u308b\u3042\u308a\u304c\u305f\u307f\u3092\u611f\u3058\u3066\u3044\u305f\uff0e
\n\u3060\u304c\u554f\u984c\u767a\u751f\uff0e
\n\u4ffa\u304c\u5927\u597d\u304d\u306atensorflow 1.12\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u306d\u3047\uff0e<\/p>\n

\u539f\u56e0\u306f\uff0c\u6700\u65b0\u306ejupyter\u304c\u914d\u5e03\u3057\u3066\u3044\u308bdocker\u30a4\u30e1\u30fc\u30b8\u3067\u306epython3\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c3.7\u3060\u304b\u3089\uff0e
\n\uff08tensorflow1.13\u4f7f\u3048\u3070\u3044\u3044\u3058\u3083\u3093\u3063\u3066\u3044\u3046\u30c4\u30c3\u30b3\u30df\u306f\u53d7\u3051\u4ed8\u3051\u306a\u3044\uff0e\u3060\u3063\u3066\uff0c\u7814\u7a76\u5ba4\u306eGPU\u30b5\u30fc\u30d0\u30fc\u307e\u3060\u30a2\u30d7\u30c7\u3057\u3066\u306a\u3044\u3093\u3060\u3082\u3093\uff0e\u74b0\u5883\u63c3\u3048\u305f\u3044\u3058\u3083\u3093\uff09<\/p>\n

\u305d\u3053\u3067\uff0cpython3.6.8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3044\u3093\u3060\u3051\u3069\u3044\u308d\u3044\u308d\u30cf\u30de\u3063\u305f\u306e\u3067\u30e1\u30e2\u3063\u3068\u304f\uff0e<\/p>\n

anaconda\u3092\u5229\u7528\u3059\u308b<\/h2>\n

\u5f53\u305f\u308a\u524d\u3060\u3051\u3069jupyter\u4f7f\u3063\u3066\u308b\u304b\u3089\u5f53\u7136\u30a4\u30e1\u30fc\u30b8\u306e\u4e2d\u306b\u6700\u521d\u304b\u3089anaconda\u304c\u5165\u3063\u3066\u3044\u308b\uff0e
\n\u305d\u3053\u3067Dockerfile\u4e0a\u3067anaconda\u306epython3.6.8\u306e\u74b0\u5883\u3092\u4f5c\u3063\u3066\u3042\u3052\u3066\uff0c\u3053\u3044\u3064\u3092jupyter\u306e\u30ab\u30fc\u30cd\u30eb\u306b\u8ffd\u52a0\u3059\u308b\uff0e<\/p>\n

\u6587\u7ae0\u3067\u66f8\u304f\u306e\u3081\u3093\u3069\u304f\u3055\u304f\u306a\u3063\u305f\u306e\u3067Dockerfile\u6652\u3059\uff0e\uff08\u6700\u521d\u304b\u3089\u305d\u3046\u3057\u308d\uff09<\/p>\n

Dockerfile\u306f\u3053\u3093\u306a\u611f\u3058<\/p>\n

# jupyter\u306e\u30a4\u30e1\u30fc\u30b8<\/span>\r\nFROM<\/span> jupyter\/base-notebook<\/span>\r\n\r\nLABEL<\/span> Obaka Engineer<\/span>\r\n\r\n#bash\u3092\u4f7f\u3046\uff08\u306a\u304f\u3066\u3082\u3088\u304b\u3063\u305f\u304b\u3082\uff09<\/span>\r\nSHELL<\/span> [\"\/bin\/bash\", \"-c\"]<\/span>\r\n\r\n# python3.6.8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08-n\u306e\u3068\u3053\u308d\u306f\u540d\u524d\u306a\u306e\u3067py368\u3068\u304b\u3067\u3082\u3044\u3044\uff09<\/span>\r\n# python=\u306e\u3068\u3053\u308d\u3067\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u6307\u5b9a\u3057\u3066\u3042\u3052\u308b<\/span>\r\nRUN <\/span>conda create -n<\/span> python3.6.8 python<\/span>=<\/span>3.6.8 anaconda\r\n# \u3053\u306e\u3042\u3068pip\u3068\u304bipython\u3068\u304b\u4f7f\u3046\u3093\u3060\u3051\u3069\uff0c\u305d\u306e\u307e\u307e\u3060\u3068\u30c7\u30d5\u30a9\u306e\u74b0\u5883\u30d1\u30b9\u4f7f\u308f\u308c\u308b\u306e\u3067\u6ce8\u610f<\/span>\r\nENV<\/span> pip \/opt\/conda\/envs\/python3.6.8\/bin\/pip<\/span>\r\nENV<\/span> ipython \/opt\/conda\/envs\/python3.6.8\/bin\/ipython<\/span>\r\nENV<\/span> jupyter \/opt\/conda\/envs\/python3.6.8\/bin\/jupyter<\/span>\r\n\r\n# name, display-name\u306fconda create\u3067\u4f5c\u6210\u3057\u305f\u3068\u304d\u306e\u540d\u524d\uff08\u4eca\u56de\u306fpython3.6.8\u3063\u3066\u3044\u3046\u540d\u524d)<\/span>\r\nRUN <\/span>$ipython<\/span> kernel install<\/span> --user<\/span> --name<\/span>=<\/span>python3.6.8 --display-name<\/span>=<\/span>python3.6.8\r\nRUN <\/span>$pip<\/span> install <\/span>environment_kernels\r\n# \u3053\u306e\u74b0\u5883\u3067\u306ejupyter\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210\uff08\u9014\u4e2d\u3067\u306a\u3093\u304b\u805e\u304b\u308c\u308b\u306e\u30af\u30ea\u30a2\u3059\u308b\u305f\u3081\u306b\uff0cY\u3092\u6e21\u3057\u3066\u304a\u304f\uff09<\/span>\r\nRUN <\/span>echo<\/span> \"y\"<\/span> | $jupyter<\/span> notebook --generate-config<\/span>\r\n# jupyter\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u30ab\u30fc\u30cd\u30eb\u306b\u4f5c\u3063\u305f\u30a4\u30e1\u30fc\u30b8\u3092\u5165\u308c\u308b<\/span>\r\nRUN <\/span>echo<\/span> \"c.MultiKernelManager.default_kernel_name = python3.6.8\"<\/span> ><\/span> ~\/.jupyter\/jupyter_notebook_config.py\r\n<\/code><\/pre>\n
\u3053\u308c\u3092build\u3057\u3066\u30d6\u30e9\u30a6\u30b6\u304b\u3089jupyter\u3092\u7acb\u3061\u4e0a\u3052\u308b\uff0e
\ndocker\u3067\u306e\u30dd\u30fc\u30c8\u306e\u8a2d\u5b9a\u3068\u304b\u306f\u4ed6\u306e\u4eba\u306e\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u307e\u3057\uff0e
\n\u3061\u306a\u307f\u306b\u50d5\u306fdocker-compose\u3067\u3084\u3063\u3066\u307e\u3059\uff0e<\/p>\n
\"Screenshot<\/div>\n
\u6c17\u304c\u5411\u3044\u305f\u3089\uff0cdocker-compose\u3092\u4f7f\u3063\u305fjupyter\u3067\u4e00\u56de\u8a2d\u5b9a\u3057\u305f\u30c6\u30fc\u30de\u3092\u518d\u30d3\u30eb\u30c9\u3057\u3066\u3082\u521d\u671f\u5316\u3055\u308c\u306a\u3044\u3088\u3046\u306b\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u3092\u66f8\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff0e<\/p>\n","protected":false},"excerpt":{"rendered":"
\u306f\u3058\u3081\u306b \u306f\u3058\u3081\u3066\u8a18\u4e8b\u3092\u66f8\u304f\u306e\u3067\u898b\u306b\u304f\u304f\u3066\u3082\u8a31\u3057\u3066\u304f\u3060\u3055\u3044\u307e\u3057\uff0e\uff0e\uff0e docker\u3068jupyterlab\u3068py […]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46140","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\/46140-2\/\" \/>\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 \u306f\u3058\u3081\u3066\u8a18\u4e8b\u3092\u66f8\u304f\u306e\u3067\u898b\u306b\u304f\u304f\u3066\u3082\u8a31\u3057\u3066\u304f\u3060\u3055\u3044\u307e\u3057\uff0e\uff0e\uff0e docker\u3068jupyterlab\u3068py […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46140-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2022-11-16T06:27:05+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-03T19:28:38+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d631637434c4406d015fd\/12-0.png\" \/>\n<meta name=\"author\" content=\"\u65b0, \u97f5\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u65b0, \u97f5\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \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\/46140-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46140-2\/\",\"name\":\"- Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2022-11-16T06:27:05+00:00\",\"dateModified\":\"2024-05-03T19:28:38+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/4ba4019495123db3038fd0809e6959c9\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/46140-2\/\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - 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