{"id":9565,"date":"2023-03-23T10:00:00","date_gmt":"2023-03-23T01:00:00","guid":{"rendered":"https:\/\/www.kagoya.jp\/howto\/?p=9565"},"modified":"2025-02-06T17:22:55","modified_gmt":"2025-02-06T08:22:55","slug":"dockerpython","status":"publish","type":"post","link":"https:\/\/www.kagoya.jp\/howto\/cloud\/container\/dockerpython\/","title":{"rendered":"\u3010\u5165\u9580\u3011Docker\u3067Python\u3092\u52d5\u304b\u3059\u74b0\u5883\u69cb\u7bc9\u306e\u624b\u9806"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1000\" height=\"525\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/dockerpython.png\" alt=\"Docker\u3067Python\u3092\u52d5\u304b\u3059\" class=\"wp-image-9566\" srcset=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/dockerpython.png 1000w, https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/dockerpython-300x158.png 300w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p>Docker\u3092\u4f7f\u3048\u3070\u3001Python\u74b0\u5883\u3092\u624b\u8efd\u306b\u7528\u610f\u3067\u304d\u308b\u4e0a\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081Python\u74b0\u5883\u3092\u6e96\u5099\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001Docker\u306e\u5229\u7528\u3092\u691c\u8a0e\u3057\u305f\u3044\u3068\u3053\u308d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u305d\u3082\u305d\u3082Docker\u3068\u306f\u4f55\u304b\u3068\u3044\u3063\u305f\u57fa\u672c\u304b\u3089\u3001Docker\u3067Python\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u624b\u9806\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u3042\u308f\u305b\u3066Python\u3067\u306e\u74b0\u5883\u3092\u52b9\u7387\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3001JupyterLab\u3078\u30a2\u30af\u30bb\u30b9\u3059\u308b\u624b\u9806\u3082\u7d39\u4ecb\u3059\u308b\u306e\u3067\u53c2\u8003\u306b\u3057\u3066\u4e0b\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u305d\u3082\u305d\u3082Docker\u3068\u306f\uff1f\u3010\u8efd\u5feb\u306b\u52d5\u4f5c\u3059\u308b\u4eee\u60f3\u74b0\u5883\u3011<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/whatdocker.png\" alt=\"\" class=\"wp-image-9802\"\/><\/figure>\n\n\n\n<p>Docker\u3068\u306f\u30b3\u30f3\u30c6\u30ca\u578b\u4eee\u60f3\u5316\u6280\u8853\u306b\u3088\u308a\u3001\u8efd\u5feb\u306b\u52d5\u4f5c\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u884c\u74b0\u5883\u3092\u6e96\u5099\u3067\u304d\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30b3\u30f3\u30c6\u30ca\u578b\u4eee\u60f3\u5316\u3067\u306f\u3001\u30db\u30b9\u30c8OS\u306e\u30ab\u30fc\u30cd\u30eb\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u4eee\u60f3\u30de\u30b7\u30f3\u3088\u308a\u8efd\u5feb\u306a\u51e6\u7406\u80fd\u529b\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Docker\u4e0a\u3067Python\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u884c\u74b0\u5883\u3092\u624b\u8efd\u306b\u78ba\u4fdd\u3067\u304d\u308bDocker\u306f\u3001Python\u3092\u4f7f\u3046\u5834\u5408\u306b\u3082\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u3001Python\u74b0\u5883\u3092Docker\u4e0a\u3067\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3001\u3069\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u304b\u307f\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u540c\u3058\u74b0\u5883\u3092\u7c21\u5358\u306b\u5171\u6709\u3067\u304d\u308b<\/h3>\n\n\n\n<p>Docker\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001OS\u3084\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u306e\u9055\u3044\u306b\u95a2\u4fc2\u306a\u304f\u540c\u3058\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u884c\u74b0\u5883\u3092\u5171\u6709\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u4f1a\u793e\u306ePC\u3068\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306e\u969b\u306b\u4f7f\u3046\u81ea\u5b85PC\u306a\u3069\u3067\u3001(OS\u306a\u3069\u306e\u9055\u3044\u304c\u3042\u3063\u3066\u3082)\u540c\u3058Python\u74b0\u5883\u3092\u7c21\u5358\u306b\u5171\u6709\u3067\u304d\u308b\u308f\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u624b\u8efd\u306b\u74b0\u5883\u306e\u4f5c\u308a\u76f4\u3057\u304c\u3067\u304d\u308b<\/h3>\n\n\n\n<p>Python\u74b0\u5883\u3092\u4f7f\u3044\u7d9a\u3051\u3066\u3044\u308b\u3068\u3001\u4e88\u671f\u3057\u306a\u3044\u4e0d\u5177\u5408\u306a\u3069\u3067\u305d\u306e\u74b0\u5883\u304c\u4f7f\u3048\u306a\u304f\u306a\u308b\u3053\u3068\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u3093\u306a\u5834\u5408\u3067\u3082\u3001Docker\u306a\u3089\u305d\u306e\u74b0\u5883\u3092\u4e00\u65e6\u524a\u9664\u3057\u3001\u3059\u3050\u306b\u65b0\u3057\u3044\u74b0\u5883\u3092\u7528\u610f\u3059\u308b\u306e\u3082\u5bb9\u6613\u3067\u3059\u3002\u540c\u3058Python\u74b0\u5883\u3092\u7528\u610f\u3059\u308b\u306e\u306b\u3001\u624b\u9593\u3082\u6642\u9593\u3082\u304b\u304b\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7c21\u5358\u306b\u8907\u6570\u306e\u74b0\u5883\u3092\u6e96\u5099\u3057\u3066\u4f7f\u3048\u308b<\/h3>\n\n\n\n<p>Python\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u304c\u3042\u3063\u305f\u3068\u304d\u306b\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3092\u3059\u308b\u306e\u306f\u7c21\u5358\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3092\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u65e2\u5b58\u306e\u8a2d\u5b9a\u3067\u4e0d\u5177\u5408\u304c\u8d77\u304d\u305f\u308a\u885d\u7a81\u304c\u767a\u751f\u3057\u305f\u308a\u306a\u3069\u3067\u305d\u306e\u74b0\u5883\u304c\u4f7f\u3048\u306a\u304f\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u70b9\u3001Docker\u3067\u3042\u308c\u3070\u5143\u306e\u74b0\u5883\u3092\u6b8b\u3057\u305f\u307e\u307e\u3001\u65b0\u3057\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3066\u4f7f\u3046\u306e\u3082\u7c21\u5358\u3067\u3059\u3002Docker\u306a\u3089Python\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u306b\u3082\u3001\u30b9\u30e0\u30fc\u30ba\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>><a href=\"https:\/\/www.kagoya.jp\/vps\/dev\/docker\/?argument=vqHX23Xs&amp;dmai=a627ca98183f8b\" target=\"_blank\" rel=\"noreferrer noopener\">Docker CE\u3092\u30c6\u30f3\u30d7\u30ec\u5229\u7528\u3067\u304d\u308b\u65e5\u984d20\u5186\uff5e\u306eKAGOYA CLOUD VPS\uff01<\/a><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Docker\u4e0a\u3067Python\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u624b\u9806<\/h2>\n\n\n\n<p>Docker\u3067\u3042\u308c\u3070\u3001Python\u74b0\u5883\u3092\u901f\u3084\u304b\u306b\u69cb\u7bc9\u53ef\u80fd\u3067\u3059\u3002\u4ee5\u4e0b\u3001Docker\u4e0a\u3067Python\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u624b\u9806\u3092\u307f\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"has-red-color has-text-color has-small-font-size\">\u203b\u30db\u30b9\u30c8OS\u306fUbuntu22.04\u3067\u3059\u3002<br>\u203bDocker\uff0bDocker Compose\u74b0\u5883\u306f\u69cb\u7bc9\u6e08\u3067\u3042\u308b\u3082\u306e\u3068\u3057\u307e\u3059\u3002<br>\u3000Ubuntu22.04\u4e0a\u3067\u3001Docker\uff0bDocker Compose\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u624b\u9806\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3057\u3066\u4e0b\u3055\u3044\u3002<\/p>\n\n\n\t\t<div class=\"kh-blog-card\">\n\t\t\t\t\t\t\t<figure class=\"kh-blog-card__thumbnail\">\n\t\t\t\t\t<img decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/dockercompose_catch.png\" class=\"kh-blog-card__image wp-post-image\" alt=\"\u3010\u5165\u9580\u3011Docker Compose\u3068\u306f\uff1f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u4f7f\u3044\u65b9\" \/>\t\t\t\t<\/figure>\n\t\t\t\t\t\t<div class=\"kh-blog-card__text\">\n\t\t\t\t<p class=\"kh-blog-card__title\"><a href=\"https:\/\/www.kagoya.jp\/howto\/cloud\/container\/dockercompose\/\">\u3010\u5165\u9580\u3011Docker Compose\u3068\u306f\uff1f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u4f7f\u3044\u65b9<\/a><\/p>\n\t\t\t\t<p class=\"kh-blog-card__description\">Docker Compose\u306f\u3001Docker\u3092\u65e5\u5e38\u7684\u306b\u3088\u304f\u4f7f\u3046\u4eba\u7a0b\u5f79\u7acb\u3064\u30c4\u30fc\u30eb\u3067\u3059\u3002\u591a\u304f\u306eDocker\u30b3\u30f3\u30c6\u30ca\u3092\u64cd\u4f5c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30b1\u30fc\u30b9\u3067\u306f\u3001Docker Compose\u3092\u4f7f\u3046\u3053\u3068\u3067\u4f5c\u696d\u306e\u8ca0\u62c5\u304c\u5927\u5e45\u306b\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001Docker Compose\u3068\u306f\u4f55\u304b\u3084\u4f7f\u3044\u65b9\u306b\u3064\u3044\u3066\u77e5\u3089\u306a\u3044\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306fDocker Compose\u306e\u6982\u8981\u3068\u3001\u30a4\u30f3\u30b9\u30c8\u2015\u30eb\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002\u305d&hellip;<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\n\n<h3 class=\"wp-block-heading\">Python\u74b0\u5883\u306e\u69cb\u7bc9<\/h3>\n\n\n\n<p>\u307e\u305a\u306f\u3001\u5fc5\u8981\u306a\u30d5\u30a1\u30a4\u30eb\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>mkdir docker-jupyterlab\nmkdir docker-jupyterlab\/optwork<\/code><\/pre>\n\n\n\n<p>\u4f5c\u6210\u3057\u305f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\uff08docker-jupyterlab\uff09\u3078\u79fb\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>cd docker-jupyterlab<\/code><\/pre>\n\n\n\n<p>Dockerfile\uff08Docker\u30b3\u30f3\u30c6\u30ca\u306e\u8a2d\u8a08\u56f3\uff09\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>vi Dockerfile<\/code><\/pre>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u5185\u5bb9\u3092\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u8fbc\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>FROM python:3\n\nRUN apt-get update\nRUN pip install --upgrade pip\nRUN python -m pip install jupyterlab<\/code><\/pre>\n\n\n\n<p class=\"has-red-color has-text-color has-small-font-size\">\u203bvi \u30a8\u30c7\u30a3\u30bf\u306e\u4f7f\u3044\u65b9<br>\u30ad\u30fc\u30dc\u30fc\u30c9\u306e\u300ci\u300d\u30ad\u30fc\u3067\u3001\u7de8\u96c6\u304c\u53ef\u80fd\u306a\u5165\u529b\u30e2\u30fc\u30c9\u306b\u306a\u308a\u307e\u3059\u3002\u77e2\u5370\u30ad\u30fc\u3067\u7de8\u96c6\u3057\u305f\u3044\u7b87\u6240\u306b\u30ab\u30fc\u30bd\u30eb\u3092\u79fb\u52d5\u3057\u3066\u7de8\u96c6\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u7de8\u96c6\u304c\u5b8c\u4e86\u3057\u305f\u3089\u300cEsc\u300d\u30ad\u30fc\u3067\u5165\u529b\u30e2\u30fc\u30c9\u3092\u7d42\u4e86\u3057\u305f\u4e0a\u3067\u3001\u300c:wq\u300d\u3068\u5165\u529b\u3057\u300cEnter\u300d\u30ad\u30fc\u3092\u62bc\u3059\u3053\u3068\u3067\u7de8\u96c6\u5185\u5bb9\u3092\u4fdd\u5b58\u3067\u304d\u307e\u3059\u3002<br>\u203b\u3053\u308c\u4ee5\u964d\u3001vi\u30a8\u30c7\u30a3\u30bf\u3067\u540c\u69d8\u306e\u4f5c\u696d\u304c\u7d9a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306bcompose.yaml\uff08Docker\u30b3\u30f3\u30c6\u30ca\u306e\u69cb\u7bc9\u30fb\u7a3c\u50cd\u624b\u9806\u3092\u307e\u3068\u3081\u305f\u6307\u793a\u66f8\uff09\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>vi compose.yaml<\/code><\/pre>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u5185\u5bb9\u3092\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u8fbc\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>services:\njupyterlab:\nbuild: .\nimage: jupyterlab-test-img\ncontainer_name: jupyterlab-test\nworking_dir: \/work\nvolumes:\n- .\/work:\/work\nports:\n- \"8888:8888\"\ncommand:\njupyter-lab --ip 0.0.0.0 --allow-root -b localhost<\/code><\/pre>\n\n\n\n<p class=\"has-red-color has-text-color has-small-font-size\">\u203b\u5bfe\u8a71\u578b\u958b\u767a\u74b0\u5883\u300cJupyterLab\u300d\u3078\u30ea\u30e2\u30fc\u30c8\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e\u8a2d\u5b9a\u3092\u542b\u3093\u3067\u3044\u307e\u3059\u3002<br>\u3000JupyterLab\u306e\u6982\u8981\u306b\u3064\u3044\u3066\u306f\u5f8c\u8ff0\u3057\u3066\u304a\u308a\u307e\u3059\u306e\u3067\u3001\u53c2\u8003\u306b\u3057\u3066\u4e0b\u3055\u3044\u3002<\/p>\n\n\n\n<p>work\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3078\u79fb\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>cd work<\/code><\/pre>\n\n\n\n<p>Python\u306e\u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>vi sample.py<\/code><\/pre>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u300chello world\u300d\u3068\u753b\u9762\u306b\u8868\u793a\u3055\u308c\u308b\u7c21\u5358\u306a\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u5185\u5bb9\u3092\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u8fbc\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>print(\"Hello World\")<\/code><\/pre>\n\n\n\n<p>docker-jupyterlab\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u623b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>cd ..<\/code><\/pre>\n\n\n\n<p>\u4f5c\u6210\u3057\u305fDockerfile\u3068docker-compose.yml\u3092\u4f7f\u3044\u3001\u30a4\u30e1\u30fc\u30b8\u3068\u30b3\u30f3\u30c6\u30ca\u306e\u4f5c\u6210\u3001\u30b3\u30f3\u30c6\u30ca\u306e\u8d77\u52d5\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>docker compose up -d --build<\/code><\/pre>\n\n\n\n<p>\u30b3\u30f3\u30c6\u30ca\u304c\u6b63\u5e38\u306b\u8d77\u52d5\u3057\u305f\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>docker container ls<\/code><\/pre>\n\n\n\n<p>\u30b3\u30f3\u30c6\u30ca\u304c\u6b63\u5e38\u306b\u8d77\u52d5\u3057\u305f\u5834\u5408\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7d50\u679c\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"959\" height=\"163\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/162f89dea04c30a2afe189206b8e37cf.png\" alt=\"\" class=\"wp-image-9571\" srcset=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/162f89dea04c30a2afe189206b8e37cf.png 959w, https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/162f89dea04c30a2afe189206b8e37cf-300x51.png 300w\" sizes=\"(max-width: 959px) 100vw, 959px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Python\u74b0\u5883\uff08\u30b3\u30f3\u30c6\u30ca\uff09\u3078\u63a5\u7d9a\u3057\u30b5\u30f3\u30d7\u30eb\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8d70\u3089\u305b\u308b<\/h3>\n\n\n\n<p>\u6b21\u306b\u69cb\u7bc9\u6e08\u306ePython\u74b0\u5883\uff08\u30b3\u30f3\u30c6\u30ca\uff09\u3078\u63a5\u7d9a\u3057\u3001\u524d\u9805\u3067\u4f5c\u6210\u3057\u305f\u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8d70\u3089\u305b\u308b\u624b\u9806\u3092\u307f\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>Python\u74b0\u5883\u3078\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>docker compose exec -it jupyterlab-test bash<\/code><\/pre>\n\n\n\n<p>Python\u7528\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>python3 -m pip install numpy<\/code><\/pre>\n\n\n\n<p>\u524d\u9805\u3067\u4f5c\u6210\u3057\u305f\u30b5\u30f3\u30d7\u30eb\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8d70\u3089\u305b\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>python3 sample.py<\/code><\/pre>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7d50\u679c\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"653\" height=\"78\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/python_hello_world.png\" alt=\"\" class=\"wp-image-9570\" srcset=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/python_hello_world.png 653w, https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/python_hello_world-300x36.png 300w\" sizes=\"(max-width: 653px) 100vw, 653px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">JupyterLab\u3078\u30a2\u30af\u30bb\u30b9\u3059\u308b\u624b\u9806<\/h2>\n\n\n\n<p>JupyterLab\u3068\u306f\u3001Web\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u52d5\u4f5c\u3059\u308bPython\u306b\u3082\u5bfe\u5fdc\u3057\u305f\u5bfe\u8a71\u578b\u958b\u767a\u74b0\u5883\u3067\u3059\u3002JupyterLab\u3092\u4f7f\u3048\u3070\u3001\u8a18\u8ff0\u3057\u305fPython\u306e\u5b9f\u884c\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u524d\u9805\u3067\u306f\u3001Docker\u4e0a\u306bPython\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002\u672c\u9805\u3067\u306f\u3001JupyterLab\u3078\u30a2\u30af\u30bb\u30b9\u3059\u308b\u624b\u9806\u3092\u307f\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u524d\u9805\u3067\u3001Jupyterlab\u3078\u30ea\u30e2\u30fc\u30c8\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u305f\u3081\u4ee5\u4e0bURL\u3078\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u3001Jupyterlab\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>http:&#47;&#47;docker\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u305f\u30b5\u30fc\u30d0\u30fc\u306eIP\u30a2\u30c9\u30ec\u30b9\uff1a8888<\/code><\/pre>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u300cdocker\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u305f\u30b5\u30fc\u30d0\u30fc\u306eIP\u30a2\u30c9\u30ec\u30b9\u300d\u304c\u300c192.0.2.10\u300d\u3067\u3042\u308c\u3070\u3001\u4ee5\u4e0bURL\u3078\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>http:\/\/ 192.0.2.10:8888<\/code><\/pre>\n\n\n\n<p class=\"has-red-color has-text-color has-small-font-size\">\u203b\u4ee5\u4e0bJupyterlab\u306e\u30a4\u30e1\u30fc\u30b8\u30ad\u30e3\u30d7\u30c1\u30e3\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"500\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/Jupyter-Server-1024x500.png\" alt=\"\" class=\"wp-image-9568\" srcset=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/Jupyter-Server-1024x500.png 1024w, https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/Jupyter-Server-300x146.png 300w, https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/Jupyter-Server-1536x750.png 1536w, https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/Jupyter-Server.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u300cpassword or token\uff1a\u300d\u306e\u6b04\u306b\u3001\u4ee5\u4e0b\u30b3\u30de\u30f3\u30c9\u3067\u8abf\u3079\u305f\u300ctoken\u300d\u3092\u5165\u529b\u3057\u3001\u300cLog in\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>docker logs jupyterlab-test | tail<\/code><\/pre>\n\n\n\n<p class=\"has-red-color has-text-color has-small-font-size\">\u203bdocker\u306e\u30ed\u30b0\u304c\u8868\u793a\u3055\u308c\u300ctoken=\u300d\u306e\u5f8c\u306b\u7d9a\u304f\u9577\u3044\u6587\u5b57\u5217\u304ctoken\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ed\u30b0\u30a4\u30f3\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306aJupyterlab\u306e\u7ba1\u7406\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"500\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/JupyterLab-login-1024x500.png\" alt=\"\" class=\"wp-image-9569\" srcset=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/JupyterLab-login-1024x500.png 1024w, https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/JupyterLab-login-300x146.png 300w, https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/JupyterLab-login-1536x750.png 1536w, https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/JupyterLab-login.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-red-color has-text-color has-small-font-size\">\u203bJupyterlab\u306b\u3064\u3044\u3066\u3001\u3088\u308a\u8a73\u3057\u3044\u60c5\u5831\u306f\u4ee5\u4e0b\u516c\u5f0f\u30b5\u30a4\u30c8\u3067\u78ba\u8a8d\u4e0b\u3055\u3044\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/jupyter.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/jupyter.org\/<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>Docker\u306f\u30b3\u30f3\u30c6\u30ca\u578b\u4eee\u60f3\u5316\u6280\u8853\u306b\u3088\u308a\u3001\u8efd\u5feb\u306b\u52d5\u4f5c\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u884c\u74b0\u5883\u3092\u78ba\u4fdd\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002Docker\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001Python\u74b0\u5883\u3092\u624b\u8efd\u306b\u69cb\u7bc9\u3067\u304d\u308b\u4e0a\u306b\u3001\u74b0\u5883\u306e\u5171\u6709\u3084\u4f5c\u308a\u76f4\u3057\u3082\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305fDocker\u3092\u4f7f\u3048\u3070\u3001\u540c\u3058\u74b0\u5883\u3092\u8907\u6570\u7528\u610f\u3059\u308b\u306e\u3082\u7c21\u5358\u3067\u3059\u3002Docker\u3092\u5229\u7528\u3057\u3001\u5bfe\u8a71\u578b\u958b\u767a\u74b0\u5883\u300cJupyterLab\u300d\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<div class=\"kh-cta\"><div class=\"entry-content\">\n<div class=\"kh-box has-label is-style-yellow\"><div class=\"kh-box__label\">\u65e5\u984d 20\u5186 \u3067\u4f7f\u3048\u308bVPS<\/div><div class=\"kh-box__content\">\n<p style=\"font-size:18px\"><a href=\"https:\/\/www.kagoya.jp\/vps\/?argument=vqHX23Xs&amp;dmai=a5fc24dd1276c2\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5b66\u7fd2\u306b\u3002\u7121\u99c4\u306a\u30b3\u30b9\u30c8\u3082\u304b\u3051\u305f\u304f\u306a\u3044\u3042\u306a\u305f\u306b\u304a\u3059\u3059\u3081\u306eVPS<\/strong><\/a><\/p>\n\n\n\n<p>\u30ab\u30b4\u30e4\u306eVPS\u306f\u521d\u671f\u8cbb\u7528\u7121\u6599\u3067\u30a2\u30ab\u30a6\u30f3\u30c8\u767b\u9332\u3055\u3048\u3057\u3066\u304a\u3051\u3070\u3001\u5fc5\u8981\u306a\u3068\u304d\u3060\u3051\u65e5\u984d\u8ab2\u91d1\u3067\u30b5\u30fc\u30d0\u30fc\u3092\u7acb\u3061\u4e0a\u3052\u53ef\u80fd\uff01\u6599\u91d1\u306f\u4f7f\u3063\u305f\u5206\u3060\u3051\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full has-lightbox\"><a href=\"https:\/\/www.kagoya.jp\/vps\/?argument=vqHX23Xs&amp;dmai=a5fc24dd1276c2\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" width=\"1000\" height=\"523\" src=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/VPSrenewal.png\" alt=\"\" class=\"wp-image-13420\" srcset=\"https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/VPSrenewal.png 1000w, https:\/\/www.kagoya.jp\/howto\/wp-content\/uploads\/VPSrenewal-300x157.png 300w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<p><\/p>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"Docker\u3092\u4f7f\u3048\u3070\u3001Python\u74b0\u5883\u3092\u624b\u8efd\u306b\u7528\u610f\u3067\u304d\u308b\u4e0a\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081Python\u74b0\u5883\u3092\u6e96\u5099\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001Docker\u306e\u5229\u7528\u3092\u691c\u8a0e\u3057\u305f\u3044\u3068\u3053\u308d\u3067\u3059\u3002 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