{"id":46169,"date":"2023-10-03T09:22:20","date_gmt":"2023-11-21T05:06:21","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46169-2\/"},"modified":"2024-05-04T02:37:58","modified_gmt":"2024-05-03T18:37:58","slug":"46169-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46169-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u80cc\u666f<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u89e3\u6790\u3059\u308b\u3068\u304d\u306bDocker\u3067\u30b5\u30af\u30c3\u3068\u305d\u308c\u3063\u307d\u3044\u74b0\u5883\u3064\u304f\u308c\u305f\u3089\u4fbf\u5229<\/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\">python\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3068\u5b9f\u884c\u7d50\u679c\u306e\u8a18\u9332\u304c\u4e26\u884c\u3057\u3066\u884c\u3048\u308bjupyter-notebook\u3068\u3044\u3046\u3082\u306e\u304c\u3042\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u4f7f\u3063\u305f\u3053\u3068\u306a\u3044\u3051\u3069\u3001\u4fbf\u5229\u305d\u3046\u306a\u306e\u3067\u3001\u3068\u308a\u3042\u3048\u305aDocker\u3067\u69cb\u7bc9\u3057\u3066\u307f\u3088\u3046\uff08\u3068\u3044\u3046\u52d5\u6a5f\u3067\u59cb\u3081\u305f\uff09<\/ul>\n<h1>\u6982\u8981<\/h1>\n<p>Docker\u3067jupyter(notebook)\u3001mysql\u306e\u30b3\u30f3\u30c6\u30ca\u3092\u7acb\u3061\u4e0a\u3052\u3066\u3001<br \/>\njupyter\u304b\u3089mysql\u30b3\u30f3\u30c6\u30ca\u306b\u683c\u7d0d\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3059\u308b\u3002<\/p>\n<h1>docker-compose.yml<\/h1>\n<p>db(mysql), jupyter(notebook)\u306e\uff12\u30b3\u30f3\u30c6\u30ca<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">2'<\/span>\r\n<span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">db<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span> <span class=\"s\">db<\/span>\r\n    <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">MYSQL_DATABASE=analysis<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">MYSQL_ROOT_PASSWORD=password<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">TZ=Japan<\/span>\r\n    <span class=\"na\">networks<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">default<\/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\">3306:3306'<\/span>\r\n  <span class=\"na\">jupyter<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span> <span class=\"s\">jupyter<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">.\/jupyter\/work\/:\/home\/jovyan\/work\/<\/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<\/code><\/pre>\n<p>jupyter\u306e\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30de\u30a6\u30f3\u30c8\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001<br \/>\n\u30c7\u30fc\u30bf\u89e3\u6790\u7d50\u679c\u3084\u9014\u4e2d\u7d50\u679c\u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u306b\u3082\u4fdd\u6301\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b<\/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\">MYSQL_DATABASE=analysis<\/span>\r\n<\/code><\/pre>\n<p>mysql\u306b\u3053\u306e\u8a18\u8ff0\u3092\u3057\u3066\u304a\u304f\u3068\u3001\u30b3\u30f3\u30c6\u30ca\u8d77\u52d5\u6642\u306b\u6307\u5b9a\u3057\u305fDB\u3092\u81ea\u52d5\u3067\u4f5c\u6210\u3057\u3066\u304f\u308c\u308b\uff08\u4fbf\u5229\uff09<\/p>\n<h1>Dockerfile<\/h1>\n<p>2\u30b3\u30f3\u30c6\u30ca\u306b\u7528\u610f<\/p>\n<h3>jupyter<\/h3>\n<pre class=\"post-pre\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> jupyter\/datascience-notebook<\/span>\r\n\r\n<span class=\"k\">WORKDIR<\/span><span class=\"s\"> \/home\/jovyan\/work<\/span>\r\n<span class=\"k\">COPY<\/span><span class=\"s\"> requirements.txt .\/<\/span>\r\n<span class=\"k\">RUN <\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">-r<\/span> requirements.txt\r\n<\/code><\/pre>\n<p>\u3061\u3087\u3063\u3068\u5f15\u3063\u304b\u304b\u308a\u3084\u3059\u3044\u306e\u3067\u3059\u304c\u3001\u79c1\u306e\u69cb\u6210\u3067\u306f<\/p>\n<p>COPY requirements.txt .\/<br \/>\n\u304c\u6b63\u89e3\u3067<br \/>\nCOPY jupyter\/requirements.txt .\/<br \/>\n\u3067\u306f\u306a\u3044\u3067\u3059<\/p>\n<p>docker-compose\u306ebuild\u3067\u6307\u5b9a\u3057\u305f\u5834\u6240\u304c\u30ab\u30ec\u30f3\u30c8\u306b\u306a\u308b\u3088\u3046\u3067\u3059\u306d\u3002<\/p>\n<h3>db<\/h3>\n<p>mysql\u306f\u65e5\u672c\u8a9e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306b\u3001\u8a2d\u5b9a\u304c\u5fc5\u8981\u306a\u306e\u3067\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3002<br \/>\n\u65e5\u672c\u8a9e\u6271\u308f\u306a\u3044\u306a\u3089\u3070\u3001Dockerfile\u3092\u7528\u610f\u3057\u306a\u304f\u3066\u3082\u826f\u3044<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> mysql:5.7<\/span>\r\n\r\n<span class=\"k\">RUN <\/span>apt-get update <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>    apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> locales <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>    <span class=\"nb\">rm<\/span> <span class=\"nt\">-rf<\/span> \/var\/lib\/apt\/lists\/<span class=\"k\">*<\/span> <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>    <span class=\"nb\">echo<\/span> <span class=\"s2\">\"ja_JP.UTF-8 UTF-8\"<\/span> <span class=\"o\">&gt;<\/span> \/etc\/locale.gen <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>    locale-gen ja_JP.UTF-8\r\n<span class=\"k\">ENV<\/span><span class=\"s\"> LC_ALL ja_JP.UTF-8<\/span>\r\n\r\n<span class=\"k\">RUN <\/span><span class=\"o\">{<\/span> <span class=\"se\">\\\r\n<\/span>    <span class=\"nb\">echo<\/span> <span class=\"s1\">'[mysqld]'<\/span><span class=\"p\">;<\/span> <span class=\"se\">\\\r\n<\/span>    <span class=\"nb\">echo<\/span> <span class=\"s1\">'character-set-server=utf8mb4'<\/span><span class=\"p\">;<\/span> <span class=\"se\">\\\r\n<\/span>    <span class=\"nb\">echo<\/span> <span class=\"s1\">'collation-server=utf8mb4_general_ci'<\/span><span class=\"p\">;<\/span> <span class=\"se\">\\\r\n<\/span>    <span class=\"nb\">echo<\/span> <span class=\"s1\">'[client]'<\/span><span class=\"p\">;<\/span> <span class=\"se\">\\\r\n<\/span>    <span class=\"nb\">echo<\/span> <span class=\"s1\">'default-character-set=utf8mb4'<\/span><span class=\"p\">;<\/span> <span class=\"se\">\\\r\n<\/span><span class=\"o\">}<\/span> <span class=\"o\">&gt;<\/span> \/etc\/mysql\/conf.d\/charset.cnf\r\n<\/code><\/pre>\n<h3>\u8ffd\u8a18<\/h3>\n<p>\u4e45\u3057\u3076\u308a\u306b\u7acb\u3061\u4e0a\u3052\u305f\u3089\u52d5\u304b\u306a\u304b\u3063\u305f\u3002mysql\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u6307\u5b9a\u3057\u3066\uff08\u4e0b\u3052\u305f\u3089\uff09\u3046\u307e\u304f\u3044\u3063\u305f<\/p>\n<h1>Docker\u7acb\u3061\u4e0a\u3052<\/h1>\n<pre class=\"post-pre\"><code>$docker-compose build\r\n$docker-compose up\r\n<\/code><\/pre>\n<h1>jupyter-notebook<\/h1>\n<p>\u30b3\u30f3\u30c6\u30ca\u7acb\u3061\u4e0a\u3052\u6642\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30ed\u30b0\u3092\u30b3\u30f3\u30bd\u30fc\u30eb\u304c\u5410\u304f\u3068\u601d\u3046\u306e\u3067\u3001\u305d\u306eurl\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308c\u3070OK\u3067\u3059\u3002<\/p>\n<p>http:\/\/localhost:8888\/?token=hogehoge<\/p>\n<p>\u3042\u3068\u306f\u3001\u3053\u3093\u306a\u611f\u3058\u3067notebook\u304b\u3089Docker\u4e0a\u306emysql\u30b3\u30f3\u30c6\u30ca\u306b\u63a5\u7d9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>connection = pymysql.connect(host=\"db\", db=\"analysis\", user=\"root\",\r\npassword=\"password\", charset='sjis', cursorclass=pymysql.cursors.DictCursor)\r\n<\/code><\/pre>\n<p>\u3042\u3068\u306f\u3001\u305d\u3053\u3067\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3057\u305f\u308a\u3001\u96c6\u8a08\u3057\u305f\u308a\u3001\u52a0\u5de5\u3057\u305f\u308a\u3001\u30b0\u30e9\u30d5\u5316\u3057\u3066\u307f\u305f\u308a\u3001\u304a\u597d\u304d\u306a\u3088\u3046\u306b\u3002<\/p>\n<h1>\u30ea\u30dd\u30b8\u30c8\u30ea<\/h1>\n<p>\u3054\u53c2\u8003\u306b\u3069\u3046\u305e<br \/>\nhttps:\/\/github.com\/SLEAZOIDS\/jupyter-on-docker<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u80cc\u666f \u30c7\u30fc\u30bf\u89e3\u6790\u3059\u308b\u3068\u304d\u306bDocker\u3067\u30b5\u30af\u30c3\u3068\u305d\u308c\u3063\u307d\u3044\u74b0\u5883\u3064\u304f\u308c\u305f\u3089\u4fbf\u5229 &nbsp; python\u3067\u30c7\u30fc [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46169","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\/46169-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u80cc\u666f \u30c7\u30fc\u30bf\u89e3\u6790\u3059\u308b\u3068\u304d\u306bDocker\u3067\u30b5\u30af\u30c3\u3068\u305d\u308c\u3063\u307d\u3044\u74b0\u5883\u3064\u304f\u308c\u305f\u3089\u4fbf\u5229 &nbsp; python\u3067\u30c7\u30fc [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46169-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-21T05:06:21+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-03T18:37:58+00:00\" \/>\n<meta name=\"author\" content=\"\u6587, \u7fd4\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u6587, \u7fd4\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" 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