{"id":46070,"date":"2023-06-19T20:17:53","date_gmt":"2023-08-02T14:11:29","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46070-2\/"},"modified":"2024-04-30T09:41:13","modified_gmt":"2024-04-30T01:41:13","slug":"46070-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46070-2\/","title":{"rendered":""},"content":{"rendered":"

\u6982\u8981<\/h1>\n

\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u6a5f\u68b0\u5b66\u7fd2\u3092\u52c9\u5f37\u3059\u308b\u305f\u3081\u306bJupyter Notebook\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3068\u304d\u306e\u30e1\u30e2\u3067\u3059\u3002
\n\u52c9\u5f37\u3057\u3088\u3046\u3068\u601d\u3063\u305f\u3089\u8b1b\u5ea7\u3067\u3082\u66f8\u7c4d\u3067\u3082\u5927\u4f53Jupyter\u306e\u7d39\u4ecb\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u3068\u306b\u304b\u304f\u65e9\u304f\u7c21\u5358\u306bPython\u306e\u5b9f\u884c\u74b0\u5883\u3092\u6574\u3048\u305f\u3044\u65b9\u306e\u305f\u3081\u306b\u6295\u7a3f\u3057\u307e\u3059\u3002Docker\u306a\u306e\u3067\u74b0\u5883\u306e\u8907\u88fd\u3084\u5171\u6709\u3082\u7c21\u5358\u306b\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u52d5\u4f5c\u74b0\u5883<\/h1>\n
$<\/span> uname<\/span> -a<\/span> ;<\/span> docker --version<\/span> ;<\/span> firefox --version<\/span>\r\nLinux hoge 4.17.2-1-ARCH \uff031 SMP PREEMPT Sat Jun 16 11:08:59 UTC 2018 x86_64 GNU\/Linux\r\nDocker version 18.05.0-ce, build f150324782\r\nMozilla Firefox 60.0.2\r\n<\/span><\/code><\/pre>\n
Docker\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u3066\u3044\u3066\u3001Active\u306b\u306a\u3063\u3066\u3044\u308b\u524d\u63d0\u3067\u8a18\u8f09\u3057\u3066\u3044\u307e\u3059\u3002
\n\u5165\u3063\u3066\u306a\u3044\u5834\u5408\u306f\u5404\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u5148\u306bDocker\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u304a\u9858\u3044\u3057\u307e\u3059\u3002
\n\u30db\u30b9\u30c8OS\u304cLinux\u3067\u3059\u304c\u3001Docker\u304c\u5165\u3063\u3066\u3044\u308c\u3070Windows\u3067\u3082Mac\u3067\u3082\u540c\u3058\u306f\u305a\u3067\u3059\u3002<\/p>\n
Jupyter Docker Stacks<\/h1>\n
Docker Hub(GitHub\u306eDocker\u7248)\u306bJupyter\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304cDocker\u30a4\u30e1\u30fc\u30b8\u3092\u516c\u958b\u3057\u3066\u3044\u308b\u306e\u3067\u3053\u308c\u3092\u5229\u7528\u3057\u307e\u3059\u3002
\n\u8a73\u3057\u304f\u306f\u4ee5\u4e0b\u306e\u30b5\u30a4\u30c8\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
Jupyter Docker Stacks
\nhttp:\/\/jupyter-docker-stacks.readthedocs.io\/en\/latest\/index.html<\/p>\n
Docker\u30a4\u30e1\u30fc\u30b8\u306f\u8907\u6570\u3042\u308a\u307e\u3059\u306e\u3067\u597d\u304d\u306a\u3082\u306e\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002
\n\u5927\u4f53\u5165\u3063\u3066\u308bdatascience-notebook\u3092\u9078\u3079\u3070\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u305d\u306e\u5206\u5bb9\u91cf\u3082\u5927\u304d\u3044\u306e\u3067\u3054\u6ce8\u610f\u304f\u3060\u3055\u3044\u3002
\n\u6700\u5c0f\u9650\u306eminimal-notebook\u3092\u9078\u3093\u3067\u3001\u5fc5\u8981\u306a\u3082\u306e\u306fpip\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3044\u304f\u3084\u308a\u65b9\u3067\u3082\u3044\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n
\u53d6\u308a\u6562\u3048\u305anumpy\u3084pandas\u3001scikit-learn\u304c\u5165\u3063\u3066\u3044\u308c\u3070\u3044\u3044\u306e\u3067\u3001\u3053\u3053\u3067\u306fscipy-notebook\u306b\u3057\u307e\u3059\u3002<\/p>\n
\u624b\u9806<\/h1>\n
\u74b0\u5883\u69cb\u7bc9<\/h3>\n
scipy-notebook\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/p>\n
$<\/span> docker pull jupyter\/scipy-notebook\r\n\r\nUsing default tag: latest\r\nlatest: Pulling from jupyter\/scipy-notebook\r\n(\u7701\u7565)\r\nDigest: sha256:8bd3258c2c49952c7237599151f61f664751867e453c3b582ffbd412d29d0cba\r\nStatus: Downloaded newer image for jupyter\/scipy-notebook:latest\r\n<\/span><\/code><\/pre>\n
\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305fDocker\u30a4\u30e1\u30fc\u30b8\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n
$<\/span> docker images\r\nREPOSITORY                     TAG        IMAGE ID       CREATED         SIZE\r\njupyter\/scipy-notebook         latest     5be90321fc2a   8 hours ago     4.56GB\r\n<\/span><\/code><\/pre>\n
\u30a4\u30e1\u30fc\u30b8\u304b\u3089\u30b3\u30f3\u30c6\u30ca\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002
\n–name\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u4efb\u610f\u306e\u540d\u524d\u3092\u4ed8\u3051\u3066\u304a\u304f\u3068\u5f8c\u3067\u4f5c\u696d\u304c\u697d\u3067\u3059\u3002<\/p>\n
$<\/span> docker run -p<\/span> 10000:8888 --name<\/span> jupyter jupyter\/scipy-notebook\r\n\/usr\/local\/bin\/start-notebook.sh: ignoring \/usr\/local\/bin\/start-notebook.d\/*\r\n\r\nContainer must be run with group \"root\" to update passwd file\r\nExecuting the command: jupyter notebook\r\n[I 09:14:47.697 NotebookApp] Writing notebook server cookie secret to \/home\/jovyan\/.local\/share\/jupyter\/runtime\/notebook_cookie_secret\r\n[W 09:14:48.062 NotebookApp] WARNING: The notebook server is listening on all IP addresses and not using encryption. This is not recommended.\r\n[I 09:14:48.123 NotebookApp] JupyterLab beta preview extension loaded from \/opt\/conda\/lib\/python3.6\/site-packages\/jupyterlab\r\n[I 09:14:48.123 NotebookApp] JupyterLab application directory is \/opt\/conda\/share\/jupyter\/lab\r\n[I 09:14:48.141 NotebookApp] Serving notebooks from local directory: \/home\/jovyan\r\n[I 09:14:48.141 NotebookApp] 0 active kernels\r\n[I 09:14:48.141 NotebookApp] The Jupyter Notebook is running at:\r\n[I 09:14:48.141 NotebookApp] http:\/\/7dae9a493ca7:8888\/?token=8fbca5cf036bf78003c37b15e40906f266d36399864954cd\r\n[I 09:14:48.141 NotebookApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).\r\n[C 09:14:48.142 NotebookApp] \r\n\r\n    Copy\/paste this URL into your browser when you connect for the first time,\r\n    to login with a token:\r\n        http:\/\/7dae9a493ca7:8888\/?token=8fbca5cf036bf78003c37b15e40906f266d36399864954cd&token=8fbca5cf036bf78003c37b15e40906f266d36399864954cd\r\n<\/span><\/code><\/pre>\n
\u3053\u308c\u3067\u30a4\u30e1\u30fc\u30b8\u304b\u3089\u30b3\u30f3\u30c6\u30ca\u304c\u4f5c\u6210\u3055\u308c\u3001\u8d77\u52d5\u3057\u305f\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002
\n\u51fa\u529b\u7d50\u679c\u306b\u3042\u308b\u901a\u308a\u3001Jupyter Notebook\u306b\u30ed\u30b0\u30a4\u30f3\u3059\u308b\u305f\u3081\u306b\u306f\u30c8\u30fc\u30af\u30f3\u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u4efb\u610f\u306e\u30d6\u30e9\u30a6\u30b6\u3067http:\/\/localhost:10000\u306b\u63a5\u7d9a\u3059\u308b\u3068\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u307e\u305f\u306f\u30c8\u30fc\u30af\u30f3\u3092\u5165\u529b\u3059\u308b\u30ed\u30b0\u30a4\u30f3\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002
\n\u51fa\u529b\u7d50\u679c\u304b\u3089\u30c8\u30fc\u30af\u30f3(“token=”\u4ee5\u964d)\u3092\u30b3\u30d4\u30da\u3057\u3066\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c8\u30fc\u30af\u30f3\u306f\u74b0\u5883\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u81ea\u5206\u306e\u7aef\u672b\u306b\u8868\u793a\u3055\u308c\u305f\u30c8\u30fc\u30af\u30f3\u3092\u30b3\u30d4\u30da\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
\u3082\u3057\u304f\u306f\u3001\u51fa\u529b\u7d50\u679c\u306eURL\u306e\u30db\u30b9\u30c8\u3068\u30dd\u30fc\u30c8\u3092\u300clocalhost:10000\u300d\u306b\u5909\u3048\u3066\u5b9f\u884c\u3057\u3066\u3082\u5927\u4e08\u592b\u3067\u3059\u3002
\nhttp:\/\/localhost:10000\/?token=8fbca5cf036bf78003c37b15e40906f266d36399864954cd&token=8fbca5cf036bf78003c37b15e40906f266d36399864954cd
\n\u203b\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u4f7f\u3046\u3084\u308a\u65b9\u3082\u3042\u308a\u307e\u3059\u304c\u3053\u3053\u3067\u306f\u7701\u7565\u3057\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u3067Jupyter Notebook\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002
\n\u53f3\u306eNew\u30dc\u30bf\u30f3\u304b\u3089Python3\u3092\u9078\u3093\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306bPython\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3067\u304d\u307e\u3059\u3002
\ndatascience-notebook\u306e\u5834\u5408\u306f\u3055\u3089\u306bJulia\u3068R\u3082\u9078\u3079\u307e\u3059\u3002<\/p>\n
\"Jupyter<\/div>\n
\u30b3\u30f3\u30c6\u30ca\u3092\u7d42\u4e86\u3059\u308b\u306b\u306f\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u3067Ctrl + C\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n
\u4f5c\u6210\u3057\u305f\u30b3\u30f3\u30c6\u30ca\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n
$<\/span> docker ps -a<\/span>\r\nCONTAINER ID        IMAGE                          COMMAND                  CREATED             STATUS                     PORTS               NAMES\r\n7dae9a493ca7        jupyter\/scipy-notebook         \"tini -g -- start-no\u2026\"   9 minutes ago       Exited (0) 3 seconds ago                       jupyter\r\n<\/span><\/code><\/pre>\n
IMAGE:jupyter\/scipy-notebook\u304b\u3089\u4f5c\u6210\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30ca\u304c\u540d\u524d:jupyter\u3067\u72b6\u614b\u306f\u505c\u6b62(STATUS:Exited)\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u8d77\u52d5<\/h3>\n
\u3053\u306e\u8a18\u4e8b\u3067\u306f\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306e\u52c9\u5f37\u7528\u306e\u74b0\u5883\u3068\u3057\u3066Docker\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002
\n\u3053\u3053\u307e\u3067\u304c\u74b0\u5883\u4f5c\u308a\u3001\u3053\u308c\u4ee5\u964d\u306f\u6bce\u56de\u74b0\u5883\u3092\u7acb\u3061\u4e0a\u3052\u308b\u969b\u306e\u624b\u9806\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n
Docker\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002
\n\u505c\u6b62\u3057\u3066\u3044\u308b\u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n
$<\/span> docker start jupyter # \u30b3\u30f3\u30c6\u30ca\u8d77\u52d5<\/span>\r\njupyter\r\n\r\n<\/span>$<\/span> docker ps # \u72b6\u614b\u3092\u78ba\u8a8d<\/span>\r\nCONTAINER ID        IMAGE                    COMMAND                  CREATED             STATUS              PORTS                     NAMES\r\n<\/span>7dae9a493ca7        jupyter\/scipy-notebook   \"tini -g -- start-no\u2026\"   17 minutes ago      Up 12 seconds       0.0.0.0:10000-><\/span>8888\/tcp   jupyter\r\n<\/code><\/pre>\n
STATUS:Up\u3068\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u8d77\u52d5\u3057\u305f\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u521d\u56de\u3068\u540c\u69d8\u3001\u4efb\u610f\u306e\u30d6\u30e9\u30a6\u30b6\u3067localhost:10000\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002
\n\u3053\u306e\u3068\u304d\u3001\u79c1\u306e\u74b0\u5883\u3067\u306f\u521d\u56de\u30ed\u30b0\u30a4\u30f3\u6642\u306b\u30d6\u30e9\u30a6\u30b6\u3067\u30c8\u30fc\u30af\u30f3\u304c(\u30d1\u30b9\u30ef\u30fc\u30c9\u3068\u3057\u3066)\u4fdd\u5b58\u3055\u308c\u3066\u3044\u305f\u305f\u3081\u304b\u3001\u518d\u5ea6\u30c8\u30fc\u30af\u30f3\u3092\u5165\u529b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002
\n\u30c8\u30fc\u30af\u30f3\u8a18\u9332\u3057\u3066\u306a\u3044\u3001\u899a\u3048\u3066\u306a\u3044\u3068\u3044\u3046\u5834\u5408\u306f\u4ee5\u4e0b\u306e\u65b9\u6cd5\u3067\u30c8\u30fc\u30af\u30f3\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n
$<\/span> docker exec<\/span> -it<\/span> jupyter \/bin\/bash # \u30b3\u30f3\u30c6\u30ca\u306b\u5165\u308b<\/span>\r\n\r\njovyan@7dae9a493ca7:~$<\/span> jupyter notebook list # \u30b3\u30f3\u30c6\u30ca\u306b\u5165\u3063\u3066Jupyter Notebook\u30b5\u30fc\u30d0\u30fc\u306e\u78ba\u8a8d<\/span>\r\nCurrently running servers:\r\nhttp:\/\/localhost:8888\/?token=37e54ebd8f35171b14fcdafd11ea46b84dd3b7ea1fbe1d67 :: \/home\/jovyan\r\n<\/span><\/code><\/pre>\n
\u30c8\u30fc\u30af\u30f3\u306f\u30b3\u30f3\u30c6\u30ca\u3092\u7acb\u3061\u4e0a\u3052\u308b\u305f\u3073\u306b\u65b0\u3057\u304f\u306a\u308b\u3088\u3046\u3067\u3059\u304c\u3001\u30b3\u30f3\u30c6\u30ca\u4f5c\u6210\u6642\u306e\u30c8\u30fc\u30af\u30f3\u3067\u3082\u30ed\u30b0\u30a4\u30f3\u3067\u304d\u308b\u3088\u3046\u3067\u3057\u305f\u3002\u3053\u3053\u3067\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u3064\u3044\u3066\u62d8\u3089\u306a\u3044\u3053\u3068\u3068\u3057\u307e\u3059\u3002<\/p>\n
docker exec\u30b3\u30de\u30f3\u30c9\u306f\u3001\u5bfe\u8c61\u306e\u30b3\u30f3\u30c6\u30ca(jupyter)\u3067\u4efb\u610f\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u306f\/bin\/bash\u3067\u3059\u304c\u3001\u3053\u308c\u306f\u74b0\u5883\u306b\u3088\u3063\u3066\u5909\u3048\u3066\u304f\u3060\u3055\u3044\u3002docker attach\u3067\u3082\u5b9f\u73fe\u3067\u304d\u307e\u3059\u304c\u3001exit\u3084Ctrl+D\u3092\u8aa4\u3063\u3066\u5165\u529b\u3057\u305f\u3068\u304d\u306b\u30b3\u30f3\u30c6\u30ca\u304c\u505c\u6b62\u3057\u3066\u3057\u307e\u3046\u306e\u3067exec\u3092\u4f7f\u3046\u3053\u3068\u3092\u304a\u85a6\u3081\u3057\u307e\u3059\u3002<\/p>\n
\u4eca\u56de\u306e\u30b3\u30f3\u30c6\u30ca\u4f5c\u6210\u65b9\u6cd5\u3060\u3068\u3001\u524d\u56de\u505c\u6b62\u3057\u305f\u3068\u304d\u306b\u4f5c\u6210\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306a\u3069\u306f\u524a\u9664\u3055\u308c\u305a\u306b\u6b8b\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u7d9a\u304d\u304b\u3089\u5b66\u7fd2\u3092\u3059\u3059\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u307e\u3068\u3081<\/h1>\n
$<\/span> docker pull jupyter\/scipy-notebook\r\n$<\/span> docker run -p<\/span> 10000:8888 --name<\/span> jupyter jupyter\/scipy-notebook\r\n<\/code><\/pre>\n
$<\/span> docker start jupyter\r\n<\/code><\/pre>\n
Tips<\/h1>\n
\u25cfPython\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30fb\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8<\/h3>\n
Python\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u7ba1\u7406\u306f\u3001docker exec\u3067\u30b3\u30f3\u30c6\u30ca\u306b\u5165\u3063\u3066pip\u30b3\u30de\u30f3\u30c9\u3067\u884c\u3044\u307e\u3059\u3002<\/p>\n
jovyan@7dae9a493ca7:~$<\/span> pip install <\/span>pyperclip # pyperclip\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\n\r\njovyan@7dae9a493ca7:~$<\/span> pip install<\/span> --U<\/span> numpy # numpy\u3092\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8<\/span>\r\n<\/code><\/pre>\n
Linux\u307e\u305f\u306fMac OS\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u304b\u3089\u30b3\u30f3\u30c6\u30ca\u306b\u5165\u3089\u305a\u3068\u3082\u3001\u8d77\u52d5\u3057\u3066\u3044\u308bJupyter Notebook\u3067!\u3092\u4ed8\u3051\u308b\u3068\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\"Jupyter<\/div>\n
\u25cf\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u7ba1\u7406<\/h3>\n
\u3082\u3057\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001\u30d9\u30fc\u30b9\u30a4\u30e1\u30fc\u30b8\u306bUbuntu\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u306e\u3067apt-get\u30b3\u30de\u30f3\u30c9\u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u7ba1\u7406\u304c\u3067\u304d\u307e\u3059\u3002\u4f7f\u7528\u4f8b\u3068\u3057\u3066\u3001git\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u5185\u3067clone\u3059\u308b\u3068\u697d\u3067\u3059\u3002\u66f8\u7c4d\u306b\u3088\u3063\u3066\u306f\u30b3\u30fc\u30c9\u30b5\u30f3\u30d7\u30eb\u3092GitHub\u306b\u516c\u958b\u3057\u3066\u3044\u308b\u3082\u306e\u3082\u591a\u3044\u306e\u3067\u3002
\n\u305f\u3060\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30e6\u30fc\u30b6\u30fc\u3060\u3068\u300cPermission denied\u300d\u3068\u306a\u308b\u306e\u3067\u3001exec\u30b3\u30de\u30f3\u30c9\u5b9f\u884c\u6642\u306b\u30e6\u30fc\u30b6:root\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n
$<\/span> docker exec<\/span> -it<\/span> --user<\/span> root jupyter \/bin\/bash # root\u30e6\u30fc\u30b6\u3067\u30b3\u30f3\u30c6\u30ca\u306b\u5165\u308b<\/span>\r\n\r\nroot@7dae9a493ca7:~#<\/span> apt-get install <\/span>git # git\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"
\u6982\u8981 \u30c7\u30fc\u30bf\u5206\u6790\u30fb\u6a5f\u68b0\u5b66\u7fd2\u3092\u52c9\u5f37\u3059\u308b\u305f\u3081\u306bJupyter Notebook\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3068\u304d\u306e\u30e1\u30e2\u3067\u3059\u3002  […]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46070","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\/46070-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u6982\u8981 \u30c7\u30fc\u30bf\u5206\u6790\u30fb\u6a5f\u68b0\u5b66\u7fd2\u3092\u52c9\u5f37\u3059\u308b\u305f\u3081\u306bJupyter Notebook\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3068\u304d\u306e\u30e1\u30e2\u3067\u3059\u3002 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46070-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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