{"id":45771,"date":"2023-12-21T17:25:07","date_gmt":"2023-01-14T14:49:14","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45771-2\/"},"modified":"2024-05-04T14:41:16","modified_gmt":"2024-05-04T06:41:16","slug":"45771-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45771-2\/","title":{"rendered":""},"content":{"rendered":"<p>jupyter\/scipy-notebook\u3084\u3001jupyter\/datascience-notebook\u306a\u3069\u3001Jupyter\u3092Docker\u3067\u4f7f\u3048\u308b(Jupyter Docker Stacks)\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u3066\u307f\u307e\u3059\u3002<\/p>\n<p>\u3053\u306edocker\u30a4\u30e1\u30fc\u30b8\u306f\u3001\u4f8b\u3048\u3070\u666e\u6bb5\u4f7f\u3063\u3066\u3044\u308bPC\u306fWindows\u3084Mac\u3060\u3051\u3069\u3001Linux\u3067\u3057\u304b\u52d5\u304b\u306a\u3044\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u4f7f\u3044\u305f\u3044\u4eba\u3084\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30bf\u30b9\u30af\u3067\u3001\u672c\u756a\u74b0\u5883\u3068\u958b\u767a\u74b0\u5883\u3092\u540c\u3058\u306b\u3057\u3064\u3064Jupyter\u3067\u958b\u767a\u3057\u305f\u3044\u4eba\u306a\u3069\u306f\u3088\u304f\u4f7f\u3063\u3066\u3044\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u305f\u3060\u3053\u306edocker\u30a4\u30e1\u30fc\u30b8\u306f\u5c11\u3057\u7656\u304c\u5f37\u304f\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u72b6\u614b\u3067\u8d77\u52d5\u3059\u308b\u3068apt-get\u3059\u3089\u3067\u304d\u306a\u3044\u3068\u304b\u4f7f\u3044\u65b9\u304c\u3088\u304f\u308f\u304b\u3089\u306a\u3044\u90e8\u5206\u304c\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u305d\u3053\u3067\u3053\u306e\u8a18\u4e8b\u3067\u500b\u4eba\u7684\u306bTips\u3092\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p>\u307e\u305f\u79c1\u304c\u4f7f\u3063\u3066\u3044\u308bDocker + VSCode + Remote Container\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u3082\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002<br \/>\nSolKul\/vscode-jupyter-container2<\/p>\n<p>\u65e2\u306bJupyte\u306eDocker(Jupyter Docker Stacks)\u306b\u3064\u3044\u3066\u306e\u8a18\u4e8b\u3084\u30b5\u30a4\u30c8\u306f\u5c71\u7a0b\u51fa\u3066\u3044\u307e\u3059\u3002\u307e\u305a\u305d\u308c\u3089\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u3001\u305d\u3053\u306b\u304b\u304b\u308c\u3066\u3044\u306a\u3044\u79c1\u304c\u5f79\u306b\u7acb\u3064\u3068\u601d\u3046\u30dd\u30a4\u30f3\u30c8\u3092\u305d\u306e\u5f8c\u306b\u307e\u3068\u3081\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>2022\/6\u66f4\u65b0<br \/>\n\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30b5\u30fc\u30d0\u30fc\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304cjupyter server\u306b\u5207\u308a\u66ff\u308f\u3063\u305f\u554f\u984c\u306b\u5bfe\u51e6<\/p>\n<h1>Jupyter\u306eDocker\u306b\u3064\u3044\u3066\u306e\u904e\u53bb\u306e\u8a18\u4e8b\u3084\u53c2\u8003\u30b5\u30a4\u30c8<\/h1>\n<p>Docker\u3067\u57fa\u672c\u7684\u306aData Science\u74b0\u5883(Jupyter, Python, R, Julia, \u5b9a\u756a\u30e9\u30a4\u30d6\u30e9\u30ea)\u3092\u69cb\u7bc9\u3059\u308b\u3002<br \/>\n\u3053\u306e\u8a18\u4e8b\u3067\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u8a2d\u5b9a\u3084\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c7\u30a3\u30f3\u30b0\u3001\u30dc\u30ea\u30e5\u30fc\u30e0\u306e\u5171\u6709\u306a\u3069\u57fa\u672c\u7684\u306a\u3053\u3068\u306f\u3059\u3079\u3066\u6291\u3048\u3089\u308c\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u305f\u3060\u3001\u3053\u306e\u8a18\u4e8b\u306f\u30b3\u30f3\u30c6\u30ca\u306e\u8d77\u52d5\u3092\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3067\u884c\u3063\u3066\u3044\u307e\u3059\u3002docker\u306e\u77e5\u8b58\u304c\u306a\u3044\u3046\u3061\u306f\u3053\u308c\u3067docker\u306b\u6163\u308c\u308b\u306e\u3082\u3044\u3044\u3067\u3059\u304c\u3001\u6bce\u56de\u3053\u306e\u9577\u3044\u30b3\u30de\u30f3\u30c9\u3092\u6253\u3064\u306e\u3082\u5927\u5909\u3067\u3059\u3002\u6163\u308c\u3066\u304d\u305f\u3089Dockerfile+docker-compose\u3092\u4f7f\u3063\u305f\u307b\u3046\u304c\u52b9\u7387\u7684\u3067\u3059\u3002<\/p>\n<p>Docker + VSCode + Remote Container\u3067\u4f5c\u308b\u5feb\u9069Jupyter Lab(Python)\u5206\u6790\u74b0\u5883<br \/>\n\u3053\u306e\u8a18\u4e8b\u306fVS Code\u306eRemote Container\u3067\u30b3\u30f3\u30c6\u30ca\u3092\u52d5\u304b\u3057\u3066\u3044\u307e\u3059\u3002VS Code\u3067\u3042\u308c\u3070\u30d5\u30a1\u30a4\u30eb\u306e\u914d\u7f6e\u3082\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306b\u8868\u793a\u3055\u308c\u697d\u3067\u3059\u3057\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u8eab\u3082\u30c6\u30ad\u30b9\u30c8\u30a8\u30c7\u30a3\u30bf\u3067\u7de8\u96c6\u3067\u304d\u307e\u3059\u3002docker-compose\u3082\u4f7f\u3063\u3066\u3044\u308b\u306e\u3067\u6bce\u56de\u30b3\u30de\u30f3\u30c9\u3092\u6253\u3064\u5fc5\u8981\u304c\u306a\u3044\u3067\u3059\u3002\u4f55\u3088\u308a\u3082VS Code\u306e\u5f37\u529b\u306a\u30c7\u30d0\u30c3\u30af\u6a5f\u80fd\u3084\u62e1\u5f35\u6a5f\u80fd\u304c\u4f7f\u3048\u308b\u306e\u306f\u9b45\u529b\u7684\u3067\u3059\u3002<\/p>\n<h1>Jupyter Docker Stacks\u306b\u3064\u3044\u3066\u30e1\u30e2<\/h1>\n<p>\u4ee5\u4e0b\u3001Jupyter Docker Stacks\u3092\u4f7f\u3046\u969b\u306eTips\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n<h2>docker run\u3088\u308adocker-compose\u3092\u4f7f\u3046<\/h2>\n<p>docker\u306b\u6163\u308c\u3066\u304d\u305f\u3089docker-compose\u3092\u4f7f\u3046\u307b\u3046\u304c\u65ad\u7136\u697d\u3067\u3059\u3002\u6b21\u306edocker run\u30b3\u30de\u30f3\u30c9\u3068\u3001\u305d\u306e\u4e0b\u306edocker-compose.yml\u306f\u540c\u3058\u50cd\u304d\u3092\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>docker run  <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">--user<\/span> root <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">-e<\/span> <span class=\"nv\">GRANT_SUDO<\/span><span class=\"o\">=<\/span><span class=\"nb\">yes<\/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> notebook <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">-v<\/span> .\/work:\/home\/jovyan\/work <span class=\"se\">\\<\/span>\r\n    jupyter\/datascience-notebook <span class=\"se\">\\ <\/span>\r\n    start-notebook.sh <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">--NotebookApp<\/span>.password<span class=\"o\">=<\/span><span class=\"s1\">'sha1:YOUR_PASSWORD_HASH_VALUE'<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">3'<\/span>\r\n<span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">notebook<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">image<\/span><span class=\"pi\">:<\/span> <span class=\"s\">jupyter\/datascience-notebook<\/span>\r\n    <span class=\"na\">user<\/span><span class=\"pi\">:<\/span> <span class=\"s\">root<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s1\">'<\/span><span class=\"s\">8888:8888'<\/span>\r\n    <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">GRANT_SUDO=yes<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">TZ=Asia\/Tokyo<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">.\/work:\/home\/jovyan\/work<\/span>\r\n    <span class=\"na\">command<\/span><span class=\"pi\">:<\/span> <span class=\"s\">start-notebook.sh --NotebookApp.password='sha1:YOUR_PASSWORD_HASH_VALUE'<\/span>\r\n<\/code><\/pre>\n<p>\u30b3\u30de\u30f3\u30c9\u3060\u3068\u9593\u9055\u3063\u3066Enter\u3092\u62bc\u3057\u3066\u3057\u307e\u3063\u305f\u6642\u70b9\u3067\u8d77\u52d5\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u304c\u3001docker-compose.yml\u3067\u3042\u308c\u3070\u843d\u3061\u7740\u3044\u3066\u7de8\u96c6\u3057\u3001\u8a2d\u5b9a\u304c\u6b63\u3057\u3044\u304b\u78ba\u8a8d\u3057\u305f\u3046\u3048\u3067\u30b3\u30f3\u30c6\u30ca\u3092\u7acb\u3061\u4e0a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u3001docker-compose.yml\u306e\u8a2d\u5b9a\u304c\u6b63\u3057\u3044\u304b\u691c\u8a3c\u3067\u304d\u3001\u307e\u305f(\u4e0a\u8a18\u306edocker-compose.yml\u3067\u306f\u30db\u30b9\u30c8\u74b0\u5883\u5909\u6570\u306f\u4f7f\u3063\u3066\u3044\u307e\u305b\u3093\u304c)\u8a2d\u5b9a\u3057\u305f\u30db\u30b9\u30c8\u74b0\u5883\u5909\u6570\u306b\u6b63\u3057\u304f\u5024\u304c\u4ee3\u5165\u3055\u308c\u308b\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">#<\/span> docker-compose config\r\n<\/code><\/pre>\n<p>\u305d\u3057\u3066\u7acb\u3061\u4e0a\u3052\u308b\u5834\u5408\u306fdocker-compose up\u3068\u3059\u308c\u3070\u3044\u3044\u3060\u3051\u3067\u3059\u3002<\/p>\n<p>docker run\u306e\u3069\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304cdocker-compose.yml\u306e\u3069\u306e\u9805\u76ee\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b\u306a\u3069\u306f<br \/>\n\u8907\u6570\u306eDocker\u30b3\u30f3\u30c6\u30ca\u3092\u81ea\u52d5\u3067\u7acb\u3061\u4e0a\u3052\u308b\u69cb\u6210\u7ba1\u7406\u30c4\u30fc\u30eb\u300cDocker Compose\u300d\uff08Docker\u306e\u6700\u65b0\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u307f\u3088\u3046\uff1a\u7b2c7\u56de\uff09<br \/>\n\u306a\u3069\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u307e\u305f\u3001docker run\u30b3\u30de\u30f3\u30c9-e\u30aa\u30d7\u30b7\u30e7\u30f3\u3084\u3001docker-compose.yml\u306eenvironment\u3067\u30b3\u30f3\u30c6\u30ca\u4e2d\u306b\u74b0\u5883\u5909\u6570\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\ndocker run\u306e-e\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u306f\u516c\u5f0f\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\nrun \u2014 Docker-docs-ja 19.03 \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<br \/>\ndocker-compose\u306e\u74b0\u5883\u5909\u6570\u306b\u3064\u3044\u3066\u3082\u516c\u5f0f\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3092\u53c2\u7167\u3059\u308b\u304b\u3001\u79c1\u304c\u904e\u53bb\u307e\u3068\u3081\u305f\u8a18\u4e8b\u304c\u3042\u308b\u306e\u3067\u305d\u3061\u3089\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\ndocker-compose\u306eenv_file\u3068.env\u30d5\u30a1\u30a4\u30eb\u306e\u9055\u3044<\/p>\n<p>\u307e\u305f\u3001.env\u30d5\u30a1\u30a4\u30eb\u3092\u8ffd\u52a0\u3057\u3001docker-compose.yml\u3092\u9069\u5207\u306b\u66f8\u304d\u63db\u3048\u308c\u3070\u30d7\u30ed\u30ad\u30b7\u4e0b\u306a\u3069\u3067\u3082\u4f7f\u3048\u307e\u3059\u3002\u8a73\u3057\u304f\u306fdocker-compose\u3067\u306e\u30d7\u30ed\u30ad\u30b7\u8a2d\u5b9a\u3092\u4e00\u3064\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u307e\u3068\u3081\u308b\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>VSCode+Remote Container\u3067\u4f7f\u3046<\/h2>\n<p>\u3055\u3089\u306b\u8a00\u3048\u3070\u3001VSCode+Remote Container\u3067\u4f7f\u3048\u3070\u66f4\u306b\u5feb\u9069\u306b\u306a\u308a\u307e\u3059\u3002\u4e0a\u3067\u8ff0\u3079\u305f\u3088\u3046\u306b\u3001VSCode\u3067\u3042\u308c\u3070\u4f7f\u3046\u30d5\u30a1\u30a4\u30eb\u306e\u914d\u7f6e\u3082\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306b\u8868\u793a\u3055\u308c\u308b\u306e\u3067\u3001\u4f8b\u3048\u3070\u3001\u5206\u6790\u5bfe\u8c61\u306e\u30c7\u30fc\u30bf\u3092\u914d\u7f6e\u3059\u308b\u3068\u304d\u3082\u308f\u304b\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u8eab\u3082\u30c6\u30ad\u30b9\u30c8\u30a8\u30c7\u30a3\u30bf\u3067\u7de8\u96c6\u3067\u304d\u307e\u3059\u3002\u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c7\u30a3\u30f3\u30b0\u3082\u5f8c\u304b\u3089\u3067\u304d\u307e\u3059\u3002docker-compose.yml\u3082\u4f7f\u3063\u3066\u3044\u308b\u306e\u3067\u6bce\u56de\u30b3\u30de\u30f3\u30c9\u3092\u6253\u3064\u5fc5\u8981\u304c\u306a\u3044\u3067\u3059\u3002\u4f55\u3088\u308a\u3082VSCode\u306e\u5f37\u529b\u306a\u30c7\u30d0\u30c3\u30af\u6a5f\u80fd\u3084\u62e1\u5f35\u6a5f\u80fd\u304c\u4f7f\u3048\u308b\u306e\u306f\u9b45\u529b\u7684\u3067\u3059\u3002\u306a\u3093\u306a\u3089ipynb\u30d5\u30a1\u30a4\u30eb\u3082\u305d\u306e\u307e\u307e\u958b\u3051\u307e\u3059\u3002<\/p>\n<p>\u79c1\u304cVSCode+Remote Container\u3067\u4f7f\u3046\u5834\u5408\u306e\u4f8b\u3092SolKul\/vscode-jupyter-container2\u306b\u30a2\u30c3\u30d7\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>VSCode\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u62e1\u5f35\u6a5f\u80fd\u306eRemote Containers\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u3057\u3066VSCode\u3067\u9069\u5f53\u306a\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u3044\u3066\u3001\u3053\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u3057Ctrl+Shift+p\u3067\u30b3\u30de\u30f3\u30c9\u30d1\u30ec\u30c3\u30c8\u3092\u958b\u304d\u3001\u300cRemote-Containers: rebuild and Reopen in Container\u300d\u3092\u691c\u7d22\u3057\u3066Enter\u3092\u62bc\u3059\u3053\u3068\u3067\u3001VSCode\u304cdocker-compose.yml\u3092\u53c2\u7167\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u3092\u7acb\u3061\u4e0a\u3052\u3001\u4e2d\u306b\u5165\u3063\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30d5\u30a1\u30a4\u30eb\u69cb\u9020\u3068\u5404\u30d5\u30a1\u30a4\u30eb\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>\/\r\n\u3000\u251c .devcontainer\/\r\n  \u2502 \u251c .env\r\n  \u2502 \u251c devcontainer.json\r\n  \u2502 \u251c docker-compose.yml\r\n  \u2502 \u2514 Dockerfile\r\n\u3000\u2514 work\/ \u203b1\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">3.3'<\/span>\r\n\r\n<span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">jupyter_dev<\/span><span class=\"pi\">:<\/span> <span class=\"c1\"># jupyter\u30b3\u30f3\u30c6\u30ca\u306e\u30b5\u30fc\u30d3\u30b9\u540d\u203b2<\/span>\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span> <span class=\"s\">.<\/span> <span class=\"c1\"># \u30d3\u30eb\u30c9\u5bfe\u8c61\u306eDockerfile\u304c\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u5185\u306b\u3042\u308b\u305f\u3081\u30d4\u30ea\u30aa\u30c9(.)\u3092\u6253\u3064<\/span>\r\n    <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">GRANT_SUDO=yes<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">DOCKER_STACKS_JUPYTER_CMD=notebook<\/span>\r\n    <span class=\"na\">working_dir<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/home\/jovyan\/work<\/span>\r\n    <span class=\"na\">user<\/span><span class=\"pi\">:<\/span> <span class=\"s\">root<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span> <span class=\"c1\"># \u30db\u30b9\u30c8\u3068\u306e\u30dc\u30ea\u30e5\u30fc\u30e0\u5171\u6709\u3002..\/work\u306f\u4e0a\u306e\u30d5\u30a9\u30eb\u30c0\u69cb\u9020\u3067\u793a\u3057\u305f\u203b1\u306e\u4e00\u3064\u4e0a\u306e\u968e\u5c64\u306ework\u30d5\u30a9\u30eb\u30c0\u3092\u6307\u3057\u793a\u3059\u3002<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">bind<\/span>\r\n        <span class=\"na\">source<\/span><span class=\"pi\">:<\/span> <span class=\"s\">..\/work<\/span>\r\n        <span class=\"na\">target<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/home\/jovyan\/work<\/span>\r\n    <span class=\"na\">command<\/span><span class=\"pi\">:<\/span> <span class=\"s\">start-notebook.sh --NotebookApp.token=''<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d610d37434c4406cfcbd2\/28-0.png\" alt=\"image.png\" \/><\/div>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"jupyter-devcontainer-project\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"dockerComposeFile\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"s2\">\".\/docker-compose.yml\"<\/span>\r\n    <span class=\"p\">],<\/span>\r\n    <span class=\"nl\">\"service\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"jupyter_dev\"<\/span><span class=\"p\">,<\/span> <span class=\"err\">\/\/\u30b5\u30fc\u30d3\u30b9\u540d\u306fdocker-compose.yml\u5185\u306e\u30b5\u30fc\u30d3\u30b9\u540d\u203b<\/span><span class=\"mi\">2<\/span><span class=\"err\">\u3068\u4e00\u81f4\u3055\u305b\u308b<\/span>\r\n\t<span class=\"nl\">\"extensions\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n\t\t<span class=\"s2\">\"ms-python.python\"<\/span>\r\n    <span class=\"p\">],<\/span>\r\n    <span class=\"nl\">\"workspaceFolder\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"\/home\/jovyan\/work\"<\/span>\r\n<span class=\"p\">}<\/span> \r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"c\"># pandas\u3001numpy\u3001scipy\u3001 scikit-image\u3001matplotlib\u306a\u3069\u4e00\u901a\u308a\u5165\u3063\u3066\u3044\u308bjupyter\/scipy-notebook\u3092\u4f7f\u3046\u3002<\/span>\r\n<span class=\"c\"># \u307e\u305f\u3001\u5e38\u306bpull\u3059\u308bimage\u3092\u56fa\u5b9a\u3057\u305f\u3044\u306e\u3067\u3001\u4e00\u610f\u306etag\u3092\u3064\u3051\u308b\u3002<\/span>\r\n<span class=\"k\">FROM<\/span><span class=\"s\"> jupyter\/scipy-notebook:44fe185f9495<\/span>\r\n<span class=\"k\">USER<\/span><span class=\"s\"> jovyan<\/span>\r\n<span class=\"k\">RUN <\/span>conda <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> jupyter_contrib_nbextensions\r\n<\/code><\/pre>\n<p>VSCode+Remote Container\u306e\u8a73\u3057\u3044\u4f7f\u3044\u65b9\u306b\u3064\u3044\u3066\u306f\u300cVSCode Remote Container\u300d\u3068\u691c\u7d22\u3059\u308b\u304b\u3001\u516c\u5f0f\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9(\u82f1\u8a9e)\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n<h2>bash\u3092\u8d77\u52d5\u3057\u305f\u3044\u5834\u5408<\/h2>\n<p>\u65b0\u3057\u3044\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u308a\u3001\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c\u3084apt-get\u306a\u3069bash\u3092\u64cd\u4f5c\u3057\u305f\u3044\u5834\u5408\u304c\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u305d\u306e\u5834\u5408\u306fdocker ps\u3067\u30b3\u30f3\u30c6\u30caID\u3092\u8abf\u3079\u3001<\/p>\n<pre class=\"post-pre\"><code>docker <span class=\"nb\">exec<\/span> <span class=\"nt\">-it<\/span> \u30b3\u30f3\u30c6\u30caID \/bin\/bash\r\n<\/code><\/pre>\n<p>\u306a\u3069\u3059\u308c\u3070\u3001bash\u3092\u8d77\u52d5\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u306fVScode\u3067Remote container\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u65b0\u3057\u304f\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u958b\u3051\u3070\u3044\u3044\u3067\u3059\u3002<\/p>\n<p>docker ps\u3084docker exec\u306a\u3069\u306e\u30b3\u30de\u30f3\u30c9\u304c\u308f\u304b\u3089\u306a\u3044\u5834\u5408\u306f<br \/>\nDocker \u30cf\u30f3\u30ba\u30aa\u30f3 &#8211; \u57fa\u672c\u30b3\u30de\u30f3\u30c9\u7de8<br \/>\n\u306a\u3069\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u305f\u3060\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u4f7f\u3063\u3066\u3044\u308b\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306fjovyan\u306b\u306a\u308a\u3001\u6a29\u9650\u304c\u306a\u3044\u306e\u3067apt-get update\u3084apt-get install\u306f\u3067\u304d\u306a\u3044\u3067\u3059\u3002\u3053\u308c\u306b\u3064\u3044\u3066\u306f\u6b21\u3067\u8ff0\u3079\u307e\u3059\u3002<\/p>\n<h2>\u30e6\u30fc\u30b6\u30fc\u3068\u6a29\u9650\u306b\u3064\u3044\u3066<\/h2>\n<p>\u30e6\u30fc\u30b6\u30fc\u306f\u7ba1\u7406\u8005\u3067\u3042\u308broot\u3068\u3001jupyter notebook\u3092\u5b9f\u884c\u3059\u308bjovyan\u304c\u3044\u307e\u3059\u3002\u30d6\u30e9\u30a6\u30b6\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3067\u304d\u308bjupyter notebook\u3092\u7ba1\u7406\u8005\u6a29\u9650\u3067\u5b9f\u884c\u3059\u308b\u306e\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7684\u306b\u307e\u305a\u3044\u306e\u3067\u3001jupyter notebook\u306fjovyan\u3067\u8d77\u52d5\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u30e6\u30fc\u30b6\u30fc\u306fjovyan\u306b\u306a\u308a\u307e\u3059\u3002\u306a\u306e\u3067\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u72b6\u614b\u3067<\/p>\n<pre class=\"post-pre\"><code>docker <span class=\"nb\">exec<\/span> <span class=\"nt\">-it<\/span> \u30b3\u30f3\u30c6\u30caID \/bin\/bash\r\n<\/code><\/pre>\n<p>\u3068bash\u3092\u5b9f\u884c\u3057\u3066\u3082\u3001\u30e6\u30fc\u30b6\u30fc\u306fjovyan\u3068\u306a\u308a\u3001\u6a29\u9650\u304c\u306a\u3044\u306e\u3067apt-get update\u3084apt-get install\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u3057\u304b\u3057docker exec\u30b3\u30de\u30f3\u30c9\u306e&#8211;user\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u3048\u3070root\u3067bash\u3092\u8d77\u52d5\u3067\u304d\u307e\u3059\u3002<br \/>\nhttps:\/\/docs.docker.jp\/engine\/reference\/commandline\/exec.html<\/p>\n<pre class=\"post-pre\"><code>docker <span class=\"nb\">exec<\/span> <span class=\"nt\">-it<\/span> <span class=\"nt\">--user<\/span> root \u30b3\u30f3\u30c6\u30caID \/bin\/bash\r\n<\/code><\/pre>\n<p>\u3053\u308c\u3067apt-get\u306a\u3069\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Dockerfile\u4e2d\u3067\u6700\u5f8c\u306e\u884c\u3067\u4ee5\u4e0b\u3092\u8ffd\u52a0\u3059\u308b\u3001<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">USER<\/span><span class=\"s\"> root<\/span>\r\n<\/code><\/pre>\n<p>\u3082\u3057\u304f\u306f\u3001docker-compose.yml\u3067<\/p>\n<pre class=\"post-pre\"><code>    <span class=\"na\">user<\/span><span class=\"pi\">:<\/span> <span class=\"s\">root<\/span>\r\n<\/code><\/pre>\n<p>\u3068\u30b3\u30f3\u30c6\u30ca\u8d77\u52d5\u30e6\u30fc\u30b6\u30fc\u3092root\u306b\u5207\u308a\u66ff\u3048\u305f\u5834\u5408\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3067bash\u3092\u958b\u304f\u3068\u30e6\u30fc\u30b6\u30fc\u306froot\u3067\u8d77\u52d5\u3057\u3001\u540c\u3058\u304fapt-get\u306a\u3069\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u5148\u7a0b\u306edocker exec\u30b3\u30de\u30f3\u30c9\u306e&#8211;user\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u3046\u5834\u5408\u3068\u6bd4\u3079\u3066\u3001Dockerfile\u3084docker-compose.yml\u3067root\u3067\u8a2d\u5b9a\u3057\u305f\u5834\u5408\u3001VSCode\u3067Remote Container\u3067\u958b\u767a\u3057\u3066\u3044\u308b\u5834\u5408\u306b\u3001VSCode\u4e0a\u3067Terminal&gt;New Terminal\u3067\u65b0\u3057\u3044\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u8d77\u52d5\u3057\u305f\u969b\u306b\u3001root\u3067bash\u304c\u8d77\u52d5\u3059\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3067\u3001VSCode\u3092\u4f7f\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3053\u3061\u3089\u306e\u307b\u3046\u304c\u4fbf\u5229\u3067\u3059\u3002\u307e\u305f\u3001\u30b3\u30f3\u30c6\u30ca\u8d77\u52d5\u30e6\u30fc\u30b6\u30fc\u3092root\u306b\u3057\u3066\u3082\u3001jupyter notebook\u306fjovyan\u3067\u8d77\u52d5\u3059\u308b\u306e\u3067\u5b89\u5fc3\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>root\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u3001su jovyan\u3067jovyan\u306b\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u3053\u306ejovyan\u3067\u306f\/opt\/conda\/bin\/\u306e\u30d1\u30b9\u304c\u901a\u3063\u3066\u3044\u306a\u3044\u305f\u3081\u3001pip\u30b3\u30de\u30f3\u30c9\u3084conda\u30b3\u30de\u30f3\u30c9\u304c\u4f7f\u3048\u307e\u3048\u3093\u3002export PATH=$PATH:\/opt\/conda\/bin\u306a\u3069\u3068\u3057\u3066\u3001\u74b0\u5883\u5909\u6570\u306ePATH\u306b\/opt\/conda\/bin\/\u3092\u52a0\u3048\u308c\u3070\u3001pip\u30b3\u30de\u30f3\u30c9\u3084conda\u30b3\u30de\u30f3\u30c9\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u540c\u3058\u304f\u30b3\u30f3\u30c6\u30ca\u8d77\u52d5\u30e6\u30fc\u30b6\u30fc\u3092root\u306b\u5207\u308a\u66ff\u3048\u305f\u4e0a\u3067\u3001\u74b0\u5883\u5909\u6570GRANT_SUDO\u306byes\u3092\u6307\u5b9a\u3001\u3064\u307e\u308adocker-compose.yml\u3067\u3001<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"pi\">-<\/span> <span class=\"s\">GRANT_SUDO=yes<\/span>\r\n<\/code><\/pre>\n<p>\u3068\u3057\u3066\u3044\u308c\u3070\u3001su jovyan\u3068\u3057jovyan\u306b\u5207\u308a\u66ff\u3048\u305f\u5f8c\u306ejovyan\u306fsudo\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u3001sudo apt-get\u306a\u3069\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308aGRANT_SUDO=yes \u3067\u304b\u3064\u30b3\u30f3\u30c6\u30ca\u8d77\u52d5\u30e6\u30fc\u30b6\u30fc\u304croot\u306a\u3089jovyan\u306fsudo\u3092\u4f7f\u3048\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u8a73\u3057\u304f\u306f\u3001<\/p>\n<p>&nbsp;<\/p>\n<p>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>\u8d77\u52d5\u6642\u306e\u30b3\u30de\u30f3\u30c9\u306b\u3064\u3044\u3066<\/h2>\n<p>jupyter\/datascience-notebook\u306a\u3069 Jupyter Docker Stacks\u306eDocker\u30b3\u30f3\u30c6\u30ca\u306f\u7acb\u3061\u4e0a\u304c\u308b\u3068\u540c\u6642\u306b\u30c7\u30d5\u30a9\u30eb\u30c8\u3067start-notebook.sh\u304c\u8d70\u308a\u3001\u5404\u7a2e\u8a2d\u5b9a\u3092\u884c\u3044\u307e\u3059\u3002(GRAT_SUDO\u306e\u6709\u52b9\u5316\u306a\u3069)\u3002start-notebook.sh\u304c\u5fc5\u8981\u306a\u8a2d\u5b9a\u3092\u884c\u3046\u306e\u3067\u3001Dockerfile\u306eCMD\u30b3\u30de\u30f3\u30c9\u3084docker-compose\u306ecommand\u8a2d\u5b9a\u3067\u3001\u8d77\u52d5\u6642\u306e\u30b3\u30de\u30f3\u30c9\u3092start-notebook.sh\u4ee5\u5916\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5909\u66f4\u3059\u308b\u306e\u306f\u907f\u3051\u305f\u307b\u3046\u304c\u3044\u3044\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001GRAT_SUDO\u306e\u6709\u52b9\u5316\u3084jovyan\u306e\u30e6\u30fc\u30b6\u30fcID\u3001\u30b0\u30eb\u30fc\u30d7ID\u306e\u5909\u66f4\u306a\u3069start-notebook.sh\u304c\u884c\u3046\u3044\u304f\u3064\u304b\u306e\u8a2d\u5b9a\u306f\u30b3\u30f3\u30c6\u30ca\u8d77\u52d5\u30e6\u30fc\u30b6\u30fc\u304croot\u3067\u306a\u3044\u3068\u6709\u52b9\u306b\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u8a73\u3057\u304f\u306f\u4ee5\u4e0b\u306e\u30da\u30fc\u30b8\u306a\u3069\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\nCommon Features \u2014 Docker Stacks documentation<\/p>\n<h2>Jupyter notebook\u3092\u4f7f\u3046\u305f\u3081\u306e\u8a2d\u5b9a<\/h2>\n<p>Jupyter Docker Stacks\u306f2022\u5e741\u6708\u3054\u308d\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30b5\u30fc\u30d0\u30fc\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3092jupyter notebook\u304b\u3089jupyter server\u306b\u5207\u308a\u66ff\u3048\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u4f34\u3044\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30a8\u30c7\u30a3\u30bf\u304cjupyter notebook\u304b\u3089jupyter Lab\u306b\u5207\u308a\u66ff\u308f\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304cjupyter server\u306e\u307e\u307e\u3067\u3082\u3001jupyter notebook\u306f\u5f15\u304d\u7d9a\u304d\u4f7f\u3048\u307e\u3059\u3002loacalhost:8888\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u3001jupyter lab\u306b\u3001loacalhost:8888\/tree\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u3001\u5f93\u6765\u306ejupyter notebook\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u69d8\u3005\u306a\u62e1\u5f35\u6a5f\u80fd\u304c\u3042\u308bjupyter_contrib_nbextensions\u306fjupyter notebook\u3067\u3057\u304b\u4f7f\u3048\u305a\u3001\u3057\u304b\u3082\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u304cjupyter server\u3060\u3068\/tree\u306enotebook\u304b\u3089\u3082nbextension\u306f\u4f7f\u3048\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u79c1\u306f\u9078\u629e\u4e2d\u306e\u6587\u5b57\u3092\u5f37\u8abf\u3059\u308bHighlit Selected Word\u3092\u4f7f\u3044\u305f\u3044\u305f\u3081\u3001jupyter notebook+jupyter_contrib_nbextensions\u3092\u4f7f\u3044\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002\u3044\u307e\u306e\u3068\u3053\u308d\u540c\u3058\u6a5f\u80fd\u306fjupyter lab\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u3088\u3046\u3067\u3059\u3002<\/p>\n<p>\u306a\u306e\u3067\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3092jupyter notebook\u306b\u5207\u308a\u66ff\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>Common Features \u2014 Docker Stacks documentation\u306b\u3088\u308b\u3068\u30b3\u30f3\u30c6\u30ca\u5185\u306e\u74b0\u5883\u5909\u6570DOCKER_STACKS_JUPYTER_CMD\u3092notebook\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u7acb\u3061\u4e0a\u304c\u3063\u305f\u30b5\u30fc\u30d0\u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9jupyter notebook\u306b\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u306a\u306e\u3067\u3001docker-compose.yml\u4e2d\u3067\u6b21\u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"pi\">-<\/span> <span class=\"s\">DOCKER_STACKS_JUPYTER_CMD=notebook<\/span>\r\n<\/code><\/pre>\n<h2>\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u30e6\u30fc\u30b6\u30fc\u6a29\u9650\u306b\u3064\u3044\u3066<\/h2>\n<p>root\u3067conda install\u306a\u3069\u3067\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u7ba1\u7406\u8005\u6a29\u9650\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3057\u307e\u3046\u3068\u3001jupyter notebook\u3092\u5b9f\u884c\u3059\u308bjovyan\u30e6\u30fc\u30b6\u30fc\u3067\u4e0d\u5177\u5408\u304c\u8d77\u304d\u308b\u3088\u3046\u306b\u601d\u3048\u307e\u3059\u304c\u3001\u4f7f\u3063\u3066\u3044\u3066\u3001conda install\u3084pip install\u306a\u3069\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092root\u3068jovyan\u3069\u3061\u3089\u306e\u30e6\u30fc\u30b6\u30fc\u3067\u5b9f\u884c\u3057\u3066\u3082\u3001\u307b\u307c\u307b\u307c\u3001Python\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u306f\u554f\u984c\u306a\u3044\u3088\u3046\u306b\u611f\u3058\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3001git clone\u306a\u3069\u30d5\u30a1\u30a4\u30eb\u3001\u30d5\u30a9\u30eb\u30c0\u3092\u751f\u6210\u3059\u308b\u5834\u5408\u306f\u3001jovyan\u3067\u884c\u3063\u305f\u307b\u3046\u304c\u3044\u3044\u3067\u3059\u3002<\/p>\n<p>root\u3067<\/p>\n<pre class=\"post-pre\"><code>root <span class=\"nv\">$ <\/span>git clone \u30ea\u30dd\u30b8\u30c8\u30ea\r\n<\/code><\/pre>\n<p>\u3068\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u30af\u30ed\u30fc\u30f3\u3057\u305f\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30d5\u30a1\u30a4\u30eb\u3001\u30d5\u30a9\u30eb\u30c0\u306e\u66f8\u304d\u8fbc\u307f\u6a29\u9650\u304croot\u6a29\u9650\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3044\u3001\u305d\u306e\u5f8c\u4e0d\u5177\u5408\u3092\u8d77\u3053\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3046\u3057\u3066\u3057\u307e\u3063\u305f\u5834\u5408\u306f\u3001chown\u3067\u6240\u6709\u8005\u3092\u66f8\u304d\u63db\u3048\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u307e\u305f\u3001jupyter_contrib_nbextensions\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3082jovyan\u3067\u884c\u3063\u305f\u307b\u3046\u304c\u3044\u3044\u3067\u3059\u3002<\/p>\n<p>git clone\u3068\u540c\u69d8\u306broot\u3067<\/p>\n<pre class=\"post-pre\"><code>root <span class=\"nv\">$ <\/span>conda <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> jupyter_contrib_nbextensions\r\n<\/code><\/pre>\n<p>\u3068\u3057\u3066\u3057\u307e\u3046\u3068\u3001nbextensions\u95a2\u9023\u306e\u30d5\u30a1\u30a4\u30eb\u304croot\u6a29\u9650\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002jupyter\u4e0a\u306bnbextensions\u306e\u30bf\u30d6\u304c\u73fe\u308c\u306f\u3057\u307e\u3059\u304c\u3001jupyter\u8d77\u52d5\u30e6\u30fc\u30b6\u30fc\u304cjovyan\u306a\u305f\u3081\u3001\u305d\u306e\u72b6\u614b\u3067\u3069\u306e\u30a8\u30af\u30b9\u30c6\u30f3\u30b7\u30e7\u30f3\u3092\u6709\u52b9\u306b\u3057\u3066\u3082\u5b9f\u969b\u306f\u6a29\u9650\u306e\u554f\u984c\u3067\/home\/jovyan\/.jupyter\/nbconfig\/\u4ee5\u4e0b\u306b\u5b58\u5728\u3059\u308b\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u304c\u66f8\u304d\u63db\u308f\u3089\u305a\u306b\u3001F5\u3067\u66f4\u65b0\u3059\u308b\u3068\u7121\u52b9\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n<p>\u306a\u306e\u3067\u3001jupyter_contrib_nbextensions\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u6b21\u306e\u3088\u3046\u306bDockerfile\u5185\u3067jovyan\u30e6\u30fc\u30b6\u30fc\u3067\u4e88\u3081\u3084\u3063\u3066\u304a\u3044\u305f\u307b\u3046\u304c\u3044\u3044\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">USER<\/span><span class=\"s\"> jovyan<\/span>\r\n<span class=\"k\">RUN <\/span>conda <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> jupyter_contrib_nbextensions\r\n<\/code><\/pre>\n<p>\u8a73\u3057\u304f\u306f<br \/>\njupyter notebook\u304c\u4f7f\u3048\u308bdocker\u306bnbextensions\u304c\u5c0e\u5165\u3067\u304d\u306a\u3044<\/p>\n<p>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>jupyter\/scipy-notebook\u3084\u3001jupyter\/datascience-notebook\u306a\u3069\u3001 [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45771","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\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/45771-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"jupyter\/scipy-notebook\u3084\u3001jupyter\/datascience-notebook\u306a\u3069\u3001 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/45771-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-01-14T14:49:14+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-04T06:41:16+00:00\" \/>\n<meta property=\"og:image\" 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