{"id":46461,"date":"2022-12-06T23:11:24","date_gmt":"2023-01-05T14:51:44","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46461-2\/"},"modified":"2024-04-29T04:04:00","modified_gmt":"2024-04-28T20:04:00","slug":"46461-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46461-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u521d\u3081\u3066\u306e\u6295\u7a3f\u306b\u3064\u304d\u3001\u304a\u898b\u82e6\u3057\u3044\u70b9\u304c\u3042\u3063\u305f\u3089\u7533\u3057\u8a33\u306a\u3044\u3002<\/p>\n<p>\u57fa\u672c\u306f\u81ea\u5206\u306e\u5b66\u7fd2\u7528\u5099\u5fd8\u9332\u3068\u3057\u3066\u306e\u6d3b\u7528\u306b\u306a\u308b\u3086\u3048\u3001\u3054\u5bb9\u8d66\u3044\u305f\u3060\u304d\u305f\u3044\u3002<\/p>\n<h1>1. \u306f\u3058\u3081\u306b<\/h1>\n<p>\u30a4\u30f3\u30d5\u30e9\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u306e\u69cb\u7bc9\u30fb\u904b\u7528\u306b\u643a\u308f\u308b\u8eab\u3067\u306f\u3042\u308b\u304c\u3001<\/p>\n<p>\u305d\u308c\u3092\u5229\u6d3b\u7528\u3059\u308b\u4e0a\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u77e5\u8b58\u304c\u7121\u3044\u3068\u65e9\u3005\u3068\u9650\u754c\u304c\u898b\u3048\u3066\u304f\u308b\u3060\u308d\u3046\u3068\u611f\u3058\u305f\u3002<\/p>\n<p>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u306f\u597d\u304d\u3060\u304c\u3001\u305d\u308c\u3089\u3092\u3088\u308a\u6df1\u304f\u77e5\u308b\u305f\u3081\u3001\u65b0\u305f\u306a\u6c7a\u610f\u3092\u3082\u3063\u3066\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u4e16\u754c\u306b\u8eab\u3092\u6295\u3058\u308b\u3002<\/p>\n<p>\u30a4\u30f3\u30d5\u30e9\u7684\u306b\u3082\u591a\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308bPython\u3092\u30c6\u30fc\u30de\u3068\u3057\u3001\u307e\u305a\u306f\u305d\u306e\u52c9\u5f37\u74b0\u5883\u3092\u6574\u3048\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u305f\u3002<\/p>\n<h1>2. \u69cb\u7bc9\u74b0\u5883<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\uff1aMac Book Pro (\u30b9\u30da\u30c3\u30af\u306f2017\u5e74\u30e2\u30c7\u30eb\u306e\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u306a\u3082\u306e)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5b9f\u884c\u74b0\u5883\uff1aDocker for Mac (Docker\u304c\u3042\u308c\u3070\u3069\u3053\u3067\u3082\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">IDE\uff1aJupyterLab<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30d1\u30c3\u30b1\u30fc\u30b8\uff1aAnaconda3\u306bTensorFlow\u3092\u8ffd\u52a0\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb (\u6b32\u5f35\u3063\u305f)<\/ul>\n<h1>3. \u4e8b\u524d\u6e96\u5099<\/h1>\n<p>\u624b\u5143\u306eMac\u306bDocker for Mac\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002<\/p>\n<p>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u306fAnaconda\u306f\u5165\u308c\u3066\u3044\u306a\u3044\u3002<\/p>\n<p>\u306a\u304a\u3001\u3053\u3053\u3067\u306f\u3053\u308c\u3089\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8a00\u53ca\u3057\u306a\u3044\u3002<\/p>\n<h1>4. \u30b3\u30f3\u30c6\u30ca\u306e\u4f5c\u6210<\/h1>\n<h3>4-1. \u5b9f\u884c\u74b0\u5883\u306e\u6e96\u5099<\/h3>\n<p>Python\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3001\u30b3\u30f3\u30c6\u30ca\u306eDockerfile\u306e\u4fdd\u5b58\u5148\u3092\u4f5c\u6210\u3059\u308b<\/p>\n<p>\u79c1\u306e\u74b0\u5883\u3067\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u6210\u3068\u3057\u3066\u3044\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code>$HOME=\/Users\/&lt;User&gt;\/docker\/anaconda3\/\r\n  |-docker # \u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u95a2\u9023\u306e\u30d5\u30a1\u30a4\u30eb\u7f6e\u304d\u5834\r\n  |  |-Dockerfile\r\n  |  \u2514-parameters # \u30b3\u30f3\u30c6\u30ca\u30d3\u30eb\u30c9\u6642\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u7f6e\u304d\u5834\r\n  |    |-apputils\r\n  |    |-codemirror\r\n  |    |-extensionmanager\r\n  |    |-extensions\r\n  |    \u2514-notebook\r\n  \u2514-jupyter-notebook # JupyterLab\u95a2\u9023\u306e\u30d5\u30a1\u30a4\u30eb\u7f6e\u304d\u5834\r\n     \u2514-notebooks\r\n       \u2514-&lt;notebook\u90e1&gt;\r\n<\/code><\/pre>\n<p>\u4e0a\u8a18\u306e\u60c5\u5831\u306b\u5f93\u3044\u3001\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\u3059\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">pwd<\/span>\r\n\/Users\/mottai\r\n\r\n<span class=\"c\"># \u4fdd\u5b58\u5148\u306e\u30db\u30fc\u30e0\u3068\u306a\u308b\u5834\u6240\u3092\u4f5c\u6210<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">mkdir<\/span> <span class=\"nt\">-p<\/span> ~\/docker\/anaconda3\r\n\r\n<span class=\"c\"># \u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u7f6e\u304d\u5834\u3092\u4f5c\u6210<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">mkdir<\/span> <span class=\"nt\">-p<\/span> ~\/docker\/anaconda3\/jupyter-notebook\/notebooks\r\n\r\n<span class=\"c\"># Dockerfile\u7f6e\u304d\u5834\u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u7f6e\u304d\u5834\u3092\u4f5c\u6210<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">mkdir<\/span> <span class=\"nt\">-p<\/span> ~\/docker\/anaconda3\/docker\/parameters\r\n<\/code><\/pre>\n<h3>4-2. \u30b3\u30f3\u30c6\u30ca\u306e\u4f5c\u6210<\/h3>\n<p>\u30b3\u30f3\u30c6\u30ca\u306e\u30a4\u30e1\u30fc\u30b8\u306f\u79c1\u306eDockerHub\u306b\u4fdd\u5b58\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067\u30b3\u30f3\u30c6\u30ca\u306e\u4f5c\u6210\u306f\u53ef\u80fd\u3067\u3042\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># \u30db\u30fc\u30e0\u3078\u79fb\u52d5<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">cd<\/span> ~\/docker\/anaconda3\r\n\r\n<span class=\"c\"># DockerHub\u3088\u308a\u30a4\u30e1\u30fc\u30b8\u3092Pull\u3057\u3001\u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5\u3002Jupyter\u306eListen Port\u306f8888\u756a\u3068\u3059\u308b\u3002<\/span>\r\n<span class=\"c\"># \u307e\u305f\u3001JupyterLab\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u4fdd\u5b58\u5148\u3092\u30b3\u30f3\u30c6\u30ca\u5185\u3067\u306f\/data\u3068\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u306fMac\u4e0a\u306e~\/docker\/anaconda3\/jupyter-notebook\u306b\u30de\u30a6\u30f3\u30c8\u3055\u308c\u308b\u3053\u3068\u3067\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30ed\u30fc\u30ab\u30eb\u306b\u4fdd\u5b58\u3067\u304d\u308b\u3001<\/span>\r\n<span class=\"nv\">$ <\/span>docker run <span class=\"nt\">-d<\/span> <span class=\"nt\">-p<\/span> 8888:8888 <span class=\"nt\">-v<\/span> <span class=\"si\">$(<\/span><span class=\"nb\">pwd<\/span><span class=\"si\">)<\/span>\/jupyter-notebook:\/data konakona191\/tensor-flow:1.3\r\n<\/code><\/pre>\n<p>\u4e0a\u8a18\u3067\u4f7f\u7528\u3057\u3066\u3044\u308bkonakona191\/tensor-flow\u3067\u7528\u3044\u308bDockerfile\u306e\u5185\u5bb9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3042\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># continuumio\/anaconda3\u306e\u6700\u65b0\u7248\u3092Pull\u3059\u308b\u3002<\/span>\r\n<span class=\"k\">FROM<\/span><span class=\"s\"> continuumio\/anaconda3:latest<\/span>\r\n\r\n<span class=\"c\"># ~\/docker\/anaconda3\/docker\/parameters\u4ee5\u4e0b\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30b3\u30f3\u30c6\u30ca\u5185\u306b\u8907\u88fd\u3059\u308b\u3002<\/span>\r\n<span class=\"k\">COPY<\/span><span class=\"s\"> parameters\/* \/tmp\/<\/span>\r\n\r\n<span class=\"c\"># Pull\u3057\u305f\u30a4\u30e1\u30fc\u30b8\u306b\u5bfe\u3057\u3001Tensor-Flow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3084JupyterLab\u306e\u8a2d\u5b9a\u3092\u884c\u3046\u3002<\/span>\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">set<\/span> <span class=\"nt\">-x<\/span> <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> : <span class=\"s2\">\"Conda Update\"<\/span> <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> conda update <span class=\"nt\">-n<\/span> base conda <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> : <span class=\"s2\">\"Virtual Environment Create\"<\/span> <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> conda create <span class=\"nt\">-n<\/span> tensorflow-env <span class=\"nv\">python<\/span><span class=\"o\">=<\/span>3.6 <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> : <span class=\"s2\">\"Switching Virtual Environment\"<\/span> <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">.<\/span> activate tensorflow-env <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> : <span class=\"s2\">\"TensorFlow Install\"<\/span> <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> conda <span class=\"nb\">install <\/span>tensorflow <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> : <span class=\"s2\">\"Create Directories\"<\/span> <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">mkdir<\/span> <span class=\"nt\">-p<\/span> \/root\/.jupyter\/lab\/user-settings\/@jupyterlab\/apputils-extension <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">mkdir<\/span> <span class=\"nt\">-p<\/span> \/root\/.jupyter\/lab\/user-settings\/@jupyterlab\/notebook-extension <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">mkdir<\/span> <span class=\"nt\">-p<\/span> \/root\/.jupyter\/lab\/user-settings\/@jupyterlab\/codemirror-extension <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">mkdir<\/span> <span class=\"nt\">-p<\/span> \/root\/.jupyter\/lab\/user-settings\/@jupyterlab\/extensionmanager-extension <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> : <span class=\"s2\">\"Create Setting Files\"<\/span> <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">cat<\/span> \/tmp\/apputils | <span class=\"nb\">tee<\/span> \/root\/.jupyter\/lab\/user-settings\/@jupyterlab\/apputils-extension\/themes.jupyterlab-settings <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">cat<\/span> \/tmp\/notebook | <span class=\"nb\">tee<\/span> \/root\/.jupyter\/lab\/user-settings\/@jupyterlab\/notebook-extension\/tracker.jupyterlab-settings <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">cat<\/span> \/tmp\/codemirror | <span class=\"nb\">tee<\/span> \/root\/.jupyter\/lab\/user-settings\/@jupyterlab\/codemirror-extension\/commands.jupyterlab-settings <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">cat<\/span> \/tmp\/extensionmanager | <span class=\"nb\">tee<\/span> \/root\/.jupyter\/lab\/user-settings\/@jupyterlab\/extensionmanager-extension\/plugin.jupyterlab-settings <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> : <span class=\"s2\">\"Nodejs Install\"<\/span> <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> curl <span class=\"nt\">-sL<\/span> https:\/\/deb.nodesource.com\/setup_12.x | bash - <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> apt <span class=\"nb\">install <\/span>nodejs <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> : <span class=\"s2\">\"Extensions Install\"<\/span> <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> pip <span class=\"nb\">install <\/span>jupyter-tensorboard <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> pip <span class=\"nb\">install <\/span><span class=\"nv\">black<\/span><span class=\"o\">==<\/span>18.9b0 <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> pip <span class=\"nb\">install <\/span>jupyterlab_code_formatter <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">cat<\/span> \/tmp\/extensions | xargs <span class=\"nt\">-I<\/span> % jupyter labextension <span class=\"nb\">install<\/span> % <span class=\"se\">\\\r\n<\/span>  <span class=\"o\">&amp;&amp;<\/span> jupyter serverextension <span class=\"nb\">enable<\/span> <span class=\"nt\">--py<\/span> jupyterlab_code_formatter\r\n\r\n<span class=\"c\"># \u30b3\u30f3\u30c6\u30ca\u5185\u306b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\u3059\u308b\u3002<\/span>\r\n<span class=\"k\">VOLUME<\/span><span class=\"s\"> \/data<\/span>\r\n\r\n<span class=\"c\"># 8888\u756a\u30dd\u30fc\u30c8\u3092\u30b3\u30f3\u30c6\u30ca\u5916\u306b\u516c\u958b\u3059\u308b\u3002<\/span>\r\n<span class=\"k\">EXPOSE<\/span><span class=\"s\"> 8888<\/span>\r\n\r\n<span class=\"c\"># \u30b3\u30f3\u30c6\u30ca\u8d77\u52d5\u6642\u306b\u5b9f\u884c\u3055\u308c\u308b\u30b3\u30de\u30f3\u30c9\u3092\u5b9a\u7fa9\u3059\u308b\u3002<\/span>\r\n<span class=\"k\">CMD<\/span><span class=\"s\"> jupyter notebook --notebook-dir=\/data\/notebooks --ip=0.0.0.0 --port=8888 --no-browser --allow-root<\/span>\r\n<\/code><\/pre>\n<p>\u305d\u306e\u4ed6\u3001Dockerfile\u4e2d\u306eRUN\u3067\u8aad\u307f\u8fbc\u3093\u3067\u3044\u308b\u5404\u7a2e\u30d1\u30e9\u30e1\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u306e\u5185\u5bb9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># JupyterLab\u306e\u30c6\u30fc\u30de\u3092Dark\u306b\u3059\u308b\u3002<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">cat <\/span>docker\/parameters\/apputils \r\n<span class=\"o\">{<\/span>\r\n    \/\/ Theme\r\n    \/\/ @jupyterlab\/apputils-extension:themes\r\n    \/\/ Theme manager settings.\r\n    \/\/ <span class=\"k\">*************************************<\/span>\r\n\r\n    \/\/ Selected Theme\r\n    \/\/ <span class=\"o\">[<\/span>missing schema description]\r\n    <span class=\"s2\">\"theme\"<\/span>: <span class=\"s2\">\"JupyterLab Dark\"<\/span>\r\n<span class=\"o\">}<\/span>\r\n\r\n<span class=\"c\"># .py\u30d5\u30a1\u30a4\u30eb\u7de8\u96c6\u6642\u306e\u30ad\u30fc\u30de\u30c3\u30d7\u3092vi\u3068\u540c\u3058\u306b\u3059\u308b\u3001<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">cat <\/span>docker\/parameters\/codemirror \r\n<span class=\"o\">{<\/span>\r\n    \/\/ CodeMirror\r\n    \/\/ @jupyterlab\/codemirror-extension:commands\r\n    \/\/ Text editor settings <span class=\"k\">for <\/span>all CodeMirror editors.\r\n    \/\/ <span class=\"k\">************************************************<\/span>\r\n\r\n    \/\/ Key Map\r\n    \/\/ <span class=\"o\">[<\/span>missing schema description]\r\n    <span class=\"s2\">\"keyMap\"<\/span>: <span class=\"s2\">\"vim\"<\/span>,\r\n\r\n    \/\/ Theme\r\n    \/\/ <span class=\"o\">[<\/span>missing schema description]\r\n    <span class=\"s2\">\"theme\"<\/span>: <span class=\"s2\">\"material\"<\/span>\r\n<span class=\"o\">}<\/span>\r\n\r\n<span class=\"c\"># JupyterLab\u306e\u62e1\u5f35\u6a5f\u80fd\u3092\u4f7f\u7528\u53ef\u80fd\u306b\u3059\u308b\u3002<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">cat <\/span>docker\/parameters\/extensionmanager \r\n<span class=\"o\">{<\/span>\r\n    \/\/ Extension Manager\r\n    \/\/ @jupyterlab\/extensionmanager-extension:plugin\r\n    \/\/ Extension manager settings.\r\n    \/\/ <span class=\"k\">*********************************************<\/span>\r\n\r\n    \/\/ Enabled Status\r\n    \/\/ Enables extension manager <span class=\"o\">(<\/span>requires Node.js\/npm<span class=\"o\">)<\/span><span class=\"nb\">.<\/span>\r\n    \/\/ WARNING: installing untrusted extensions may be unsafe.\r\n    <span class=\"s2\">\"enabled\"<\/span>: <span class=\"nb\">true<\/span>\r\n<span class=\"o\">}<\/span>\r\n\r\n<span class=\"c\"># JupyterLab\u3067Notebook\u7de8\u96c6\u6642\u306e\u8868\u793a\u5f62\u5f0f\u3092\u5b9a\u7fa9\u3059\u308b\u3002(\u884c\u6570\u8868\u793a\u306e\u6709\u52b9\u5316\u306e\u307f\u30c7\u30d5\u30a9\u30eb\u30c8\u304b\u3089\u5909\u66f4)<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">cat <\/span>docker\/parameters\/notebook \r\n<span class=\"o\">{<\/span>\r\n    \/\/ Notebook\r\n    \/\/ @jupyterlab\/notebook-extension:tracker\r\n    \/\/ Notebook settings.\r\n    \/\/ <span class=\"k\">**************************************<\/span>\r\n\r\n    \/\/ Code Cell Configuration\r\n    \/\/ The configuration <span class=\"k\">for <\/span>all code cells.\r\n    <span class=\"s2\">\"codeCellConfig\"<\/span>: <span class=\"o\">{<\/span>\r\n      <span class=\"s2\">\"autoClosingBrackets\"<\/span>: <span class=\"nb\">true<\/span>,\r\n      <span class=\"s2\">\"fontFamily\"<\/span>: null,\r\n      <span class=\"s2\">\"fontSize\"<\/span>: null,\r\n      <span class=\"s2\">\"lineHeight\"<\/span>: null,\r\n      <span class=\"s2\">\"lineNumbers\"<\/span>: <span class=\"nb\">true<\/span>,\r\n      <span class=\"s2\">\"lineWrap\"<\/span>: <span class=\"s2\">\"off\"<\/span>,\r\n      <span class=\"s2\">\"matchBrackets\"<\/span>: <span class=\"nb\">true<\/span>,\r\n      <span class=\"s2\">\"readOnly\"<\/span>: <span class=\"nb\">false<\/span>,\r\n      <span class=\"s2\">\"insertSpaces\"<\/span>: <span class=\"nb\">true<\/span>,\r\n      <span class=\"s2\">\"tabSize\"<\/span>: 4,\r\n      <span class=\"s2\">\"wordWrapColumn\"<\/span>: 80\r\n    <span class=\"o\">}<\/span>,\r\n\r\n    \/\/ Markdown Cell Configuration\r\n    \/\/ The configuration <span class=\"k\">for <\/span>all markdown cells.\r\n    <span class=\"s2\">\"markdownCellConfig\"<\/span>: <span class=\"o\">{<\/span>\r\n      <span class=\"s2\">\"autoClosingBrackets\"<\/span>: <span class=\"nb\">false<\/span>,\r\n      <span class=\"s2\">\"fontFamily\"<\/span>: null,\r\n      <span class=\"s2\">\"fontSize\"<\/span>: null,\r\n      <span class=\"s2\">\"lineHeight\"<\/span>: null,\r\n      <span class=\"s2\">\"lineNumbers\"<\/span>: <span class=\"nb\">false<\/span>,\r\n      <span class=\"s2\">\"lineWrap\"<\/span>: <span class=\"s2\">\"on\"<\/span>,\r\n      <span class=\"s2\">\"matchBrackets\"<\/span>: <span class=\"nb\">false<\/span>,\r\n      <span class=\"s2\">\"readOnly\"<\/span>: <span class=\"nb\">false<\/span>,\r\n      <span class=\"s2\">\"insertSpaces\"<\/span>: <span class=\"nb\">true<\/span>,\r\n      <span class=\"s2\">\"tabSize\"<\/span>: 4,\r\n      <span class=\"s2\">\"wordWrapColumn\"<\/span>: 80\r\n    <span class=\"o\">}<\/span>,\r\n\r\n    \/\/ Raw Cell Configuration\r\n    \/\/ The configuration <span class=\"k\">for <\/span>all raw cells.\r\n    <span class=\"s2\">\"rawCellConfig\"<\/span>: <span class=\"o\">{<\/span>\r\n      <span class=\"s2\">\"autoClosingBrackets\"<\/span>: <span class=\"nb\">false<\/span>,\r\n      <span class=\"s2\">\"fontFamily\"<\/span>: null,\r\n      <span class=\"s2\">\"fontSize\"<\/span>: null,\r\n      <span class=\"s2\">\"lineHeight\"<\/span>: null,\r\n      <span class=\"s2\">\"lineNumbers\"<\/span>: <span class=\"nb\">false<\/span>,\r\n      <span class=\"s2\">\"lineWrap\"<\/span>: <span class=\"s2\">\"on\"<\/span>,\r\n      <span class=\"s2\">\"matchBrackets\"<\/span>: <span class=\"nb\">false<\/span>,\r\n      <span class=\"s2\">\"readOnly\"<\/span>: <span class=\"nb\">false<\/span>,\r\n      <span class=\"s2\">\"insertSpaces\"<\/span>: <span class=\"nb\">true<\/span>,\r\n      <span class=\"s2\">\"tabSize\"<\/span>: 4,\r\n      <span class=\"s2\">\"wordWrapColumn\"<\/span>: 80\r\n    <span class=\"o\">}<\/span>\r\n<span class=\"o\">}<\/span>\r\n\r\n<span class=\"c\"># \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u62e1\u5f35\u6a5f\u80fd\u4e00\u89a7\u3092\u5b9a\u7fa9\u3059\u308b\u3001<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">cat <\/span>docker\/parameters\/extensions \r\n@jupyterlab\/toc\r\n@jupyterlab\/git\r\njupyterlab_vim\r\njupyterlab_tensorboard\r\n@lckr\/jupyterlab_variableinspector\r\n@ryantam626\/jupyterlab_code_formatter\r\n<\/code><\/pre>\n<p>\u8a71\u306f\u623b\u308b\u304c\u3001Path\u3084Port\u306e\u6307\u5b9a\u7b49\u306b\u8aa4\u308a\u304c\u7121\u3051\u308c\u3070\u30b3\u30f3\u30c6\u30ca\u304c\u7acb\u3061\u4e0a\u304c\u308b\u306f\u305a\u3067\u3042\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>docker ps\r\nCONTAINER ID        IMAGE                         COMMAND                  CREATED             STATUS              PORTS                    NAMES\r\n1a872f3617cd        konakona191\/tensor-flow:1.3   <span class=\"s2\">\"\/usr\/bin\/tini -- \/b\u2026\"<\/span>   8 hours ago         Up 8 hours          0.0.0.0:8888-&gt;8888\/tcp   romantic_borg\r\n<\/code><\/pre>\n<h1>5. JupyterLab\u306e\u52d5\u4f5c\u78ba\u8a8d<\/h1>\n<h3>5-1. JupyterLab\u3078\u30a2\u30af\u30bb\u30b9<\/h3>\n<p>\u4ee5\u4e0b\u306e\u901a\u308a\u3001\u5b9f\u884c\u3057\u305f\u30b3\u30f3\u30c6\u30ca\u306e\u30ed\u30b0\u304b\u3089Jupyter\u306eURL\u7528\u306e\u30c8\u30fc\u30af\u30f3\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># \u30b3\u30f3\u30c6\u30ca\u540d\u307e\u305f\u306fID\u3092\u7528\u3044\u3066\u30ed\u30b0\u3092\u51fa\u529b\u3059\u308b\u3002<\/span>\r\n<span class=\"nv\">$ <\/span>docker logs romantic_borg\r\n   :\r\n   :\r\n   :\r\n    To access the notebook, open this file <span class=\"k\">in <\/span>a browser:\r\n        file:\/\/\/root\/.local\/share\/jupyter\/runtime\/nbserver-7-open.html\r\n    Or copy and <span class=\"nb\">paste <\/span>one of these URLs:\r\n        http:\/\/<span class=\"o\">(<\/span>1a872f3617cd or 127.0.0.1<span class=\"o\">)<\/span>:8888\/?token<span class=\"o\">=<\/span>4c4bbc1ae14f9155251ed1b52e667fde5a5b3350b3c7827c\r\n<\/code><\/pre>\n<p>\u30d6\u30e9\u30a6\u30b6\u3092\u8d77\u52d5\u3057\u3001\u5b9f\u969b\u306b\u30a2\u30af\u30bb\u30b9\u3092\u8a66\u307f\u308b\u3002<\/p>\n<p>http:\/\/localhost:8888\/?token=xxxxx\u2026.\u3067\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068Jupyter Notebook\u306e\u753b\u9762\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u306e\u3067\u3001<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d64dd37434c4406d05b2c\/36-0.png\" alt=\"jupyter1.png\" \/><\/div>\n<h3>5-2. Jupyter\u304b\u3089\u306ePython\u306e\u5b9f\u884c<\/h3>\n<p>\u65e9\u901f \u9069\u5f53\u306b\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u307f\u308b\u3068\u3001\u554f\u984c\u7121\u304f\u5b9f\u884c\u3067\u304d\u305f\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d64dd37434c4406d05b2c\/39-0.png\" alt=\"jupyter2.png\" \/><\/div>\n<h3>5-3. Jupyter\u304b\u3089\u306eTensorFlow\u306e\u5b9f\u884c<\/h3>\n<p>TensorFlow\u3092\u30c6\u30b9\u30c8\u3057\u3066\u307f\u308b\u3068\u3001\u540c\u3058\u3088\u3046\u306b\u6587\u5b57\u3092\u51fa\u529b\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u308b\u3088\u3046\u3060\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d64dd37434c4406d05b2c\/42-0.png\" alt=\"jupyter3.png\" \/><\/div>\n<h3>5-4. \u62e1\u5f35\u6a5f\u80fd<\/h3>\n<p>Docker\u30a4\u30e1\u30fc\u30b8\u5185\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u3044\u305f\u62e1\u5f35\u6a5f\u80fd\u304c\u4f7f\u3048\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/p>\n<p>\u4e0a\u8a18\u306e\u30a4\u30e1\u30fc\u30b8\u3067\u306f\u4ee5\u4e0b\u306e\u6a5f\u80fd\u3092\u6709\u52b9\u306b\u3057\u3066\u3044\u308b\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Markdown\u8a18\u6cd5\u3067\u30bf\u30a4\u30c8\u30eb\u3092\u793a\u3057\u3001\u30b8\u30e3\u30f3\u30d7\u3067\u304d\u308bTable of Contents<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">vim\u306e\u30ad\u30fc\u30d0\u30a4\u30f3\u30c9\u3067.ipynb\u3092\u7de8\u96c6<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Tensorboard\u3092JupyterLab\u5185\u3067\u8d77\u52d5\u30fb\u8868\u793a<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u5185\u3067\u5b9a\u7fa9\u3057\u305f\u5909\u6570\u3092\u4e00\u89a7\u5316<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u5185\u306e\u30b3\u30fc\u30c9\u3092\u81ea\u52d5\u6574\u5f62<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u95a2\u6570\u306e\u88dc\u5b8c<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d64dd37434c4406d05b2c\/47-0.png\" alt=\"jupyter4.png\" \/><\/div>\n<h1>6. \u5c0f\u4f11\u6b62<\/h1>\n<p>\u3053\u3053\u307e\u3067\u3067\u3069\u3046\u306b\u304bPython\u306e\u5b9f\u884c\u74b0\u5883\u3092\u6574\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u3002<\/p>\n<p>Anaconda3\u3092\u30d9\u30fc\u30b9\u306bTensor-Flow\u3082\u5165\u308c\u3089\u308c\u3066\u3001JupyterLab\u306e\u4f7f\u3044\u52dd\u624b\u3082\u591a\u5c11\u826f\u304f\u3057\u3066\u3001\u3042\u3068\u306f\u3053\u308c\u3089\u3067\u5b9f\u8df5\u3057\u3066\u3044\u304f\u306e\u307f\u3067\u3042\u308b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u521d\u3081\u3066\u306e\u6295\u7a3f\u306b\u3064\u304d\u3001\u304a\u898b\u82e6\u3057\u3044\u70b9\u304c\u3042\u3063\u305f\u3089\u7533\u3057\u8a33\u306a\u3044\u3002 \u57fa\u672c\u306f\u81ea\u5206\u306e\u5b66\u7fd2\u7528\u5099\u5fd8\u9332\u3068\u3057\u3066\u306e\u6d3b\u7528\u306b\u306a\u308b\u3086\u3048\u3001\u3054\u5bb9\u8d66 [&hellip;]<\/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-46461","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) - 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