{"id":46647,"date":"2024-01-03T19:47:23","date_gmt":"2022-12-24T20:39:41","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46647-2\/"},"modified":"2024-05-04T16:42:54","modified_gmt":"2024-05-04T08:42:54","slug":"46647-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46647-2\/","title":{"rendered":""},"content":{"rendered":"<p>Chromebook\u74b0\u5883\u3067Python\u306e\u5b9f\u9a13\u7528\u306bJupyter Notebook\u3092\u4f7f\u3044\u3001\u305d\u306e\u4f7f\u3044\u3084\u3059\u3055\u306b\u611f\u5fc3\u3057\u3066\u3001Windows\u4e0a\u306b\u3082\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u305f\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3068\u306f\u3044\u3048\u307b\u304b\u306e\u74b0\u5883\u3092\u6c5a\u3057\u3066\u3057\u307e\u3044\u305f\u304f\u306a\u3044\u306e\u3067\u3001Docker\u3067Jupyter Notebook\u306e\u30b3\u30f3\u30c6\u30ca\u3092\u4f5c\u308a\u3001\u305d\u306e\u4e2d\u306b\u5b9f\u9a13\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u306b\u3002<\/p>\n<p>\u3064\u3044\u3067\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u5c65\u6b74\u3084\u3001\u30d5\u30a1\u30a4\u30eb\u3092Windows PC\u4e0a\u3068\u540c\u671f\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u30b3\u30f3\u30c6\u30ca\u3092\u843d\u3068\u3057\u3066\u3082\u30d5\u30a1\u30a4\u30eb\u304c\u6d88\u3048\u306a\u3044(\u6c38\u7d9a\u5316)\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<h1>\u74b0\u5883<\/h1>\n<ul class=\"post-ul\">Windows 10 Home(10.0.18362)<\/ul>\n<h2>\u4e0b\u6e96\u5099<\/h2>\n<p>Docker\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u884c\u3044\u307e\u3059(\u76f4\u524d\u306bPC\u3092\u30ea\u30d5\u30ec\u30c3\u30b7\u30e5\u3057\u3066\u3044\u305f\u306e\u3067\u304a\u3055\u3089\u3044\u3082\u517c\u306d\u3066)\u3002Chocolatey\u306bDocker-Toolbox\u304c\u5165\u3063\u3066\u3044\u308b\u306e\u3067\u3053\u3053\u304b\u3089\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3068\u975e\u5e38\u306b\u697d\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">choco<\/span> <span class=\"nx\">install<\/span> <span class=\"nt\">-y<\/span> <span class=\"nx\">docker-toolbox<\/span>\r\n<\/code><\/pre>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u7d42\u4e86\u3057\u305f\u3089\u3001VirtualBox\u306e\u8a2d\u5b9a\u753b\u9762\u304b\u3089\u3001Windows\u4e0a\u306e\u3069\u3053\u304b\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u300c\/share\u300d\u3068\u3044\u3046\u540d\u524d\u3067\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d65c737434c4406d08071\/9-0.png\" alt=\"image.png\" \/><\/div>\n<h2>docker-compose.yml\u3092\u4f5c\u6210\u3059\u308b<\/h2>\n<p>\u6700\u8fd1\u306fDockerfile\u3092\u76f4\u63a5\u4f5c\u3089\u305a\u3001docker-compose.yml\u3068\u3044\u3046\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308a\u3001docker-compose\u30b3\u30de\u30f3\u30c9\u3067\u30b3\u30f3\u30c6\u30ca\u3092\u69cb\u7bc9\u3059\u308b\u306e\u304c\u6d41\u884c\u3063\u3066\u3044\u308b(\uff1f)\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u3092\u4f7f\u3046\u3068\u30dd\u30fc\u30c8\u306e\u958b\u653e\u3084\u30db\u30b9\u30c8OS\u3068\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u8a2d\u5b9a\u306a\u3069\u3001docker\u30b3\u30de\u30f3\u30c9\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u6307\u5b9a\u3057\u3066\u3044\u305f\u3053\u3068\u306e\u4e00\u90e8\u3092\u307e\u3068\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3001\u975e\u5e38\u306b\u697d\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">3.7\"<\/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\/base-notebook<\/span> \r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">target<\/span><span class=\"pi\">:<\/span> <span class=\"m\">8888<\/span>\r\n        <span class=\"na\">published<\/span><span class=\"pi\">:<\/span> <span class=\"m\">8888<\/span>\r\n        <span class=\"na\">protocol<\/span><span class=\"pi\">:<\/span> <span class=\"s\">tcp<\/span>\r\n        <span class=\"na\">mode<\/span><span class=\"pi\">:<\/span> <span class=\"s\">host<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/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\">\/share\/data<\/span>\r\n        <span class=\"na\">target<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/home\/jovyan\/work<\/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\">\/share\/pipenv<\/span>\r\n        <span class=\"na\">target<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/home\/jovyan\/.local<\/span>\r\n<\/code><\/pre>\n<h2>\u8d77\u52d5\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u66f8\u304f<\/h2>\n<p>docker-compose\u306f\u591a\u304f\u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u51e6\u7406\u3092\u307e\u3068\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u304b\u3068\u3044\u3063\u3066\u8d77\u52d5\u7528\u306e\u30d0\u30c3\u30c1\u304c\u4e0d\u8981\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u4eca\u56de\u306f\u30b3\u30f3\u30c6\u30ca\u3067\u8d77\u52d5\u3057\u305fJupyter Notebook\u3092\u30d6\u30e9\u30a6\u30b6\u3067\u958b\u304f\u51e6\u7406\u3082\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">docker-compose<\/span> <span class=\"nx\">run<\/span> <span class=\"nt\">-d<\/span> <span class=\"nt\">--service-ports<\/span> <span class=\"nx\">notebook<\/span>\r\n<span class=\"n\">Sleep<\/span> <span class=\"nx\">1<\/span>\r\n<span class=\"kr\">if<\/span> <span class=\"p\">((<\/span><span class=\"n\">docker-machine<\/span> <span class=\"nx\">ssh<\/span> <span class=\"nx\">default<\/span> <span class=\"nx\">docker<\/span> <span class=\"nx\">ps<\/span><span class=\"p\">)<\/span> <span class=\"o\">-join<\/span> <span class=\"s2\">\"\\n\"<\/span> <span class=\"o\">-match<\/span> <span class=\"s2\">\"jupyter_notebook[\\w\\d_]+\"<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"nv\">$cid<\/span> <span class=\"o\">=<\/span> <span class=\"bp\">$Matches<\/span><span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">]<\/span>\r\n  <span class=\"kr\">if<\/span> <span class=\"p\">((<\/span><span class=\"n\">docker-machine<\/span> <span class=\"nx\">ssh<\/span> <span class=\"nx\">default<\/span> <span class=\"nx\">docker<\/span> <span class=\"nx\">exec<\/span> <span class=\"nv\">$cid<\/span> <span class=\"nx\">jupyter<\/span> <span class=\"nx\">notebook<\/span> <span class=\"nx\">list<\/span><span class=\"p\">)<\/span> <span class=\"o\">-join<\/span> <span class=\"s2\">\"\\n\"<\/span> <span class=\"o\">-match<\/span> <span class=\"s2\">\"\\?token=(\\w+)\"<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nv\">$ip<\/span> <span class=\"o\">=<\/span> <span class=\"n\">docker-machine<\/span> <span class=\"nx\">ip<\/span>\r\n    <span class=\"nv\">$token<\/span> <span class=\"o\">=<\/span> <span class=\"bp\">$Matches<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span>\r\n    <span class=\"n\">start<\/span> <span class=\"p\">(<\/span><span class=\"s2\">\"http:\/\/{0}:8888\/?token={1}\"<\/span> <span class=\"nt\">-f<\/span> <span class=\"nv\">$ip<\/span><span class=\"p\">,<\/span> <span class=\"nv\">$token<\/span><span class=\"p\">)<\/span>\r\n  <span class=\"p\">}<\/span><span class=\"kr\">else<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"n\">echo<\/span> <span class=\"s2\">\"Notebook Open Failed\"<\/span>\r\n  <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span><span class=\"kr\">else<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"n\">echo<\/span> <span class=\"s2\">\"Container Boot Failed\"<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u3053\u308c\u3089\u3092\u540c\u4e00\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u914d\u7f6e\u3057\u3001Docker\u306e\u30db\u30b9\u30c8OS\u304c\u8d77\u52d5\u3057\u3066\u3044\u308b\u72b6\u614b\u3067ps1\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3059\u308c\u3070\u3001Jupyter Notebook\u304c\u30d6\u30e9\u30a6\u30b6\u3067\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d65c737434c4406d08071\/19-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u30db\u30b9\u30c8OS\u3084\u30b3\u30f3\u30c6\u30ca\u3092\u843d\u3068\u3057\u3066\u3082\u6d88\u3048\u3066\u307b\u3057\u304f\u306a\u3044\u30c7\u30fc\u30bf\u306fwork\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u914d\u4e0b\u306b\u3001pip\u30b3\u30de\u30f3\u30c9\u3067\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u969b\u306f\u3001\u30aa\u30d7\u30b7\u30e7\u30f3\u306b&#8211;user\u3092\u3064\u3051\u308b\u3053\u3068\u3092\u304a\u5fd8\u308c\u7121\u304f\u3002<\/p>\n<h2>\u305d\u306e\u4ed6\u89e3\u8aac<\/h2>\n<h3>docker-compose.yml\u306e\u5404\u7a2e\u30b3\u30de\u30f3\u30c9\u306e\u89e3\u8aac<\/h3>\n<h4>image<\/h4>\n<p>jupyter\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308bDocker\u30a4\u30e1\u30fc\u30b8\u3092\u53c2\u7167\u3057\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3042\u304f\u307e\u3067\u305f\u3060\u306e\u5b9f\u9a13\u7528\u306a\u306e\u3067\u3001base-notebook\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<p>\u7528\u9014\u3054\u3068\u306b\u30a4\u30e1\u30fc\u30b8\u306f\u5909\u308f\u308b\u306e\u3067\u3001\u4ee5\u4e0b\u53c2\u8003\u30b5\u30a4\u30c8\u3088\u308a\u81ea\u5206\u306e\u7528\u9014\u306b\u5408\u3063\u305f\u30b3\u30f3\u30c6\u30ca\u3092\u63a2\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n<h4>ports<\/h4>\n<p>docker\u30b3\u30de\u30f3\u30c9\u3067\u8a00\u3046-p 8888:8888\u3068\u540c\u7b49\u306e\u51e6\u7406\u3067\u3059\u3002<\/p>\n<p>8888\u30dd\u30fc\u30c8\u3092\u958b\u653e\u3057\u307e\u3059\u3002<\/p>\n<h4>volumes: \/share\/data<\/h4>\n<p>~\/work\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u3001\u30db\u30b9\u30c8OS\u4e0a\u306e\/share\/data\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3068\u7d50\u3073\u3064\u3051\u307e\u3059\u3002<\/p>\n<p>VirtualBox\u81ea\u8eab\u306e\u5171\u6709\u8a2d\u5b9a\u306b\u3088\u308a\u3001\u3053\u306e\u30d5\u30a9\u30eb\u30c0\u306fWindows\u306e\u30d5\u30a9\u30eb\u30c0\u3068\u540c\u671f\u3055\u308c\u307e\u3059\u3002<\/p>\n<h4>volumes: \/share\/pipenv<\/h4>\n<p>~\/.local\/\u306fpip\u30b3\u30de\u30f3\u30c9\u306b\u3001\u30aa\u30d7\u30b7\u30e7\u30f3&#8211;user\u3092\u6307\u5b9a\u3057\u305f\u3068\u304d\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5148\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092Windows\u3068\u5171\u6709\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u72b6\u6cc1\u304c\u6c38\u7d9a\u5316\u3055\u308c\u307e\u3059\u3002<\/p>\n<h3>PowerShell\u30b9\u30af\u30ea\u30d7\u30c8\u5185\u306e\u51e6\u7406\u306e\u89e3\u8aac<\/h3>\n<h4>docker-compose run -d &#8211;service-ports notebook<\/h4>\n<p>\u30b3\u30f3\u30c6\u30ca\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001docker-compose\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3063\u305f\u5834\u5408\u3001\u30aa\u30d7\u30b7\u30e7\u30f3\u306b&#8211;service-ports\u3092\u5165\u308c\u306a\u3044\u3068\u3001\u30dd\u30fc\u30c8\u304c\u5916\u90e8\u306b\u958b\u653e\u3055\u308c\u306a\u3044\u3088\u3046\u3067\u3059\u306e\u3067\u6ce8\u610f\u3002<\/p>\n<h4>docker-machine ssh default&#8230;<\/h4>\n<p>\u30db\u30b9\u30c8OS\u306e\u30b3\u30de\u30f3\u30c9\u3088\u308a\u3001\u8d77\u52d5\u3057\u305fDocker\u30b3\u30f3\u30c6\u30ca\u306eID\u3092\u63a2\u3057\u307e\u3059(\u623b\u308a\u5024\u306f\u6539\u884c\u533a\u5207\u308a\u306e\u30ea\u30b9\u30c8\u3067\u3059\u306e\u3067\u3001\u304b\u306a\u3089\u305a-join\u30b3\u30de\u30f3\u30c9\u3067\u30c6\u30ad\u30b9\u30c8\u306b\u5909\u63db\u3057\u3066\u304f\u3060\u3055\u3044)\u3002<\/p>\n<p>\u30b3\u30f3\u30c6\u30ca\u306e\u540d\u524d\u306f\u3001[docker-compose.yml\u304c\u3042\u308b\u30d5\u30a9\u30eb\u30c0\u306e\u540d\u524d]_[yml\u5185\u306b\u66f8\u3044\u305f\u30b5\u30fc\u30d3\u30b9\u306e\u540d\u524d]_\u901a\u756a\u306b\u306a\u308b\u3068\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n<h4>docker-machine ssh default docker exec&#8230;<\/h4>\n<p>\u8d77\u52d5\u3057\u3066\u3044\u308bJupyter Notebook\u3088\u308a\u3001\u30c8\u30fc\u30af\u30f3ID\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n<p>docker-machine ip\u3067IP\u30a2\u30c9\u30ec\u30b9\u3092\u53d6\u5f97\u3059\u308c\u3070\u3001\u30b3\u30f3\u30c6\u30ca\u5185\u306eJupyter Notebook\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306eURL\u304c\u751f\u6210\u3067\u304d\u307e\u3059\u306d\u3002<\/p>\n<h2>\u53c2\u8003\u30da\u30fc\u30b8<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">pip \u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5148\u3092\u6307\u5b9a\u3059\u308b\u65b9\u6cd5 \u2013 \u305f\u3081\u3059\u3046<\/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\">Docker Compose &#8211; docker-compose.yml \u30ea\u30d5\u30a1\u30ec\u30f3\u30b9 &#8211; Qiita<\/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\">Jupyter\u306eDocker\u30a4\u30e1\u30fc\u30b8\u307e\u3068\u3081 &#8211; Qiita<\/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\">docker-compose\u3092\u4f7f\u3046\u3068\u8907\u6570\u30b3\u30f3\u30c6\u30ca\u306e\u7ba1\u7406\u304c\u4fbf\u5229\u306b &#8211; Qiita<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">docker-compose run \u306f port\u3092mapping\u3057\u306a\u3044 &#8211; \u30d5\u30ea\u30fc\u30e9\u30f3\u30c1\u98df\u3079\u305f\u3044<\/ul>\n<h2>\u4eca\u56de\u4f5c\u6210\u3057\u305f\u30d5\u30a1\u30a4\u30eb<\/h2>\n<ul class=\"post-ul\">TakamiChie\/docker-jupyter-env: Docker\u30b3\u30f3\u30c6\u30ca\u306eJupyter\u5b9f\u9a13\u74b0\u5883<\/ul>\n<h2>\u611f\u60f3<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30db\u30b9\u30c8OS\u306b\u63a5\u7d9a\u305b\u305a\u306bdocker-compose\u30b3\u30de\u30f3\u30c9\u306a\u3069\u3060\u3051\u3067Docker\u304c\u3044\u3058\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u306e\u306f\u975e\u5e38\u306b\u697d\u3060\u3057\u3001\u4eca\u56de\u306e\u3088\u3046\u306a\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u308a\u3084\u3059\u304f\u3066\u52a9\u304b\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>\u8907\u6570\u30b3\u30f3\u30c6\u30ca\u306e\u540c\u6642\u8d77\u52d5\u306a\u3069\u3082\u3067\u304d\u308b\u3088\u3046\u306a\u306e\u3067\u3001\u57fa\u672c\u7684\u306b\u306fdocker-compose\u3092\u4f7f\u3048\u3070\u3088\u3055\u3052(\u30aa\u30d7\u30b7\u30e7\u30f3\u3067Dockerfile\u3092\u6307\u5b9a\u3057\u3066\u3001\u30b3\u30f3\u30c6\u30ca\u3054\u3068\u306b\u7d30\u304b\u306a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3092\u65bd\u3059\u3053\u3068\u3082\u53ef\u80fd\u3068\u306e\u3053\u3068)<\/p>\n<p>&#8211;service-ports\u3092\u3064\u3051\u306a\u3044\u3068\u30b5\u30fc\u30d3\u30b9\u304c\u516c\u958b\u3067\u304d\u306a\u3044\u306e\u306f\u5272\u3068\u7f60\u3063\u307d\u3044\u3057\u3001\u3051\u3063\u3053\u3046\u629c\u3051\u3066\u3044\u308b\u8a18\u4e8b\u3082\u591a\u3044\u306e\u3067\u8981\u6ce8\u610f\u3002\u3053\u3053\u304c\u4e00\u756a\u8a70\u307e\u3063\u305f<br \/>\nChocolatey\u6700\u9ad8\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Chromebook\u74b0\u5883\u3067Python\u306e\u5b9f\u9a13\u7528\u306bJupyter Notebook\u3092\u4f7f\u3044\u3001\u305d\u306e\u4f7f\u3044\u3084\u3059\u3055\u306b\u611f\u5fc3\u3057 [&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-46647","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\/46647-2\/\" \/>\n<meta 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