{"id":46145,"date":"2022-11-21T19:52:28","date_gmt":"2023-11-03T10:49:32","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46145-2\/"},"modified":"2024-04-29T01:49:33","modified_gmt":"2024-04-28T17:49:33","slug":"46145-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46145-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u4e45\u3005\u306e\u8a18\u4e8b\u3067\u3059\u3002NII\u3055\u3093\u306b\u3066\u76f8\u5909\u308f\u3089\u305a\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u306e\u30a4\u30f3\u30d5\u30e9\u5468\u308a\u306e\u304a\u4ed5\u4e8b\u3092\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u3059\u304c\u3001 \u300c\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u5730\u7344\u3067\u5b8c\u5168\u306a\u81ea\u52d5\u5316\u306f\u96e3\u3057\u3044\u300d\u3000\u56fd\u7acb\u60c5\u5831\u5b66\u7814\u7a76\u6240\u306f\u30af\u30e9\u30a6\u30c9\u904b\u7528\u52b9\u7387\u5316\u3092\u3069\u3046\u9032\u3081\u3066\u3044\u308b\uff1f \u306e\u8a18\u4e8b\u306b\u307e\u3068\u3081\u3066\u3044\u305f\u3060\u3044\u3066\u3044\u308b\u3088\u3046\u306b\u3001Jupyter Notebook\u3092\u53d6\u308a\u5165\u308c\u306a\u304c\u3089\u306e\u904b\u7528\u624b\u6cd5\u3092\u8ffd\u6c42\u3057\u3066\u3044\u305f\u308a\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u306f6\u5e74\u524d\u304f\u3089\u3044\u306b\u66f8\u3044\u305f Java+Selenium\u306a\u81ea\u52d5\u30c6\u30b9\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092Jenkins\u3055\u3093\u306b\u304a\u9858\u3044\u3059\u308b \u306b\u95a2\u3057\u3066\u3001Jupyter Notebook\u306e\u30a8\u30c3\u30bb\u30f3\u30b9\u3092\u52a0\u3048\u3066\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<h1>TL;DR<\/h1>\n<p>Jupyter Notebook\u3068Jenkins\u3092\u7d44\u307f\u5408\u308f\u305b\u305f jupyter-with-jenkins \u3067\u3001<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Jupyter Notebook\u306b\u3088\u308b\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u7684\u306aSelenium\u30c6\u30b9\u30c8\u4f5c\u6210<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Jenkins + papermill\u3067Selenium\u30c6\u30b9\u30c8\u3092\u5373\u5b9a\u671f\u5b9f\u884c<\/ul>\n<p>\u304c\u5b9f\u73fe\u3067\u304d\u308b\uff01<\/p>\n<h1>\u80cc\u666f<\/h1>\n<p>\u3053\u3053\u6700\u8fd1\u306f\u304a\u4ed5\u4e8b\u3068\u3057\u3066\u3044\u305f\u3060\u3044\u3066\u3044\u308b\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u5bc4\u308a\u306e\u958b\u767a\u30fb\u904b\u7528\u3068\u3001\u5b66\u751f\u3068\u3057\u3066\u3084\u3063\u3066\u3044\u308b\u5b9f\u9a13\u74b0\u5883\u306e\u958b\u767a\u30fb\u904b\u7528\u3092\u30e1\u30a4\u30f3\u306b\u6d3b\u52d5\u3057\u3066\u3044\u307e\u3059\u30021\u301c3\u5e74\u9593\u304f\u3089\u3044\u306e\u5b9f\u9a13\u7684\u306a\u904b\u7528\u3092\u60f3\u5b9a\u3057\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5272\u5408\u304c\u9ad8\u304f\u3001\u904b\u7528\u306b\u3069\u3053\u307e\u3067\u529b\u3092\u304b\u3051\u308b\u304b\u3068\u3044\u3046\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8\u3092\u305d\u308c\u306a\u308a\u306b\u66f8\u3044\u3066\u3044\u308b\u3068\u306f\u3044\u3048\u3001\u3084\u3063\u3071\u308a\u5b9f\u969b\u52d5\u3044\u3066\u3044\u308b\u3082\u306e\u306b\u5bfe\u3057\u3066Selenium\u306b\u3088\u308b\u30c6\u30b9\u30c8\u3092\u5b9a\u671f\u7684\u306b\u8d70\u3089\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308c\u3070\u5b89\u5fc3\u611f\u304c\u6bb5\u9055\u3044\u3067\u3057\u3087\u3046\u3002\u3067\u3082\u3001\u771f\u9762\u76ee\u306bSelenium\u30c6\u30b9\u30c8\u3092\u66f8\u304f\u306e\u3082\u5927\u5909\u3060\u3057\u3001\u305d\u308c\u3092\u5b9a\u671f\u5b9f\u884c\u3059\u308b\u74b0\u5883\u7528\u610f\u3059\u308b\u306e\u3082\u5927\u5909\u3060\u3057\u3001\u3046\u30fc\u3093\u3068\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<h1>\u4f5c\u3063\u305f\u3082\u306e<\/h1>\n<p>\u305d\u308c\u3067\u4f5c\u3063\u305f\u306e\u304c jupyter-with-jenkins \u3067\u3059\u3002<br \/>\n\u305d\u306e\u540d\u306e\u901a\u308a\u3001Jupyter Container\u306bJenkins\u3092\u540c\u68b1\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u8a2d\u8a08\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u611f\u3058\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62d837434c4406d00cb1\/11-0.png\" alt=\"image.png\" \/><\/div>\n<p>NII\u306e\u5168\u90e8\u5165\u308a\u30a4\u30e1\u30fc\u30b8\u30d9\u30fc\u30b9\u306eJupyter Notebook\u74b0\u5883\u306bJenkins\u3092\u7d44\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002Jenkins\u304b\u3089\u306f papermill \u3092\u4f7f\u3063\u3066Notebook\u3092\u5b9f\u884c\u3059\u308b\u611f\u3058\u3002<br \/>\nJenkins\u30b3\u30f3\u30c6\u30ca\u3092Jupyter Notebook\u306bsidecar\u7684\u306b\u3064\u306a\u3052\u308b\u3079\u304d\u304b\u3001\u3068\u304b\u5f53\u521d\u8003\u3048\u3066\u3044\u305f\u306e\u3067\u3059\u304c\u3001MyBinder\u304c\u6025\u6fc0\u306b\u3044\u3044\u611f\u3058\u306b\u306a\u3063\u3066\u304d\u305f\u306e\u3067\u3001\u3053\u308c\u3067\u7c21\u5358\u306b\u8a66\u305b\u308b\u3088\u3046\u306b\u3057\u305f\u3044\u306a\u3068\u3002<\/p>\n<h1>\u3068\u308a\u3042\u3048\u305a\u8a66\u3057\u3066\u307f\u308b &#8211; MyBinder\u3067\u306e\u5b9f\u884c<\/h1>\n<p>MyBinder\u3092\u4f7f\u3046\u3068\u30a2\u30ab\u30a6\u30f3\u30c8\u767b\u9332\u3068\u304b\u8ab2\u91d1\u3068\u304b\u30ca\u30b7\u306b\u3053\u306e\u30b3\u30f3\u30c6\u30ca\u3092\u8a66\u305b\u307e\u3059\u30021\u6642\u9593\u9650\u5b9a\u3067\u3059\u304c\u3002\u4ee5\u4e0b\u306e\u30ea\u30f3\u30af\u3092\u958b\u304f\u3060\u3051\u3067\u3059\u3002<\/p>\n<ul class=\"post-ul\">https:\/\/mybinder.org\/v2\/gh\/yacchin1205\/jupyter-with-jenkins\/master<\/ul>\n<p>\u3057\u3070\u3089\u304f\u5f85\u3064\u3068\u3001MyBinder\u914d\u4e0b\u306e\u30b5\u30fc\u30d0\u3067Jupyter\u30b3\u30f3\u30c6\u30ca\u304c\u8d77\u52d5\u3057\u3066\u304f\u308c\u307e\u3059\u3002<br \/>\nJupyter Notebook\u306e\u753b\u9762\u306b\u8ee2\u9001\u3055\u308c\u307e\u3059\u306e\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b [New] \u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u306e [jenkins] \u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001Jenkins\u306e\u3044\u3064\u3082\u306e\u753b\u9762\u304c\u73fe\u308c\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62d837434c4406d00cb1\/17-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62d837434c4406d00cb1\/18-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u306a\u304a\u3001\u8a2d\u8a08\u306e\u3088\u3046\u306bJenkins\u306fJupyter Notebook\u306bReverse Proxy\u3055\u308c\u3066\u898b\u3048\u308b\u611f\u3058\u3067\u3059\u306e\u3067\u3001Jenkins\u5074\u3067\u306f\u8a8d\u8a3c\u8a2d\u5b9a\u306f\u3057\u3066\u304a\u3089\u305a\u3001Jupyter Notebook\u306e\u8a8d\u8a3c\u306b\u4efb\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>Selenium\u30c6\u30b9\u30c8\u3092\u66f8\u3044\u3066\u307f\u308b<\/h2>\n<p>MyBinder\u3067\u8d77\u52d5\u3057\u305f\u74b0\u5883\u306b\u7528\u610f\u3055\u308c\u3066\u3044\u308bJupyter Notebook Using Selenium.ipynb (Binder\u3067\u958b\u304f) \u3092\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\ndriver.save_screenshot \u3068 IPython.display.Image \u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3001\u30bb\u30eb\u306bDriver\u306b\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u753b\u9762\u3092\u9010\u4e00\u51fa\u529b\u3057\u306a\u304c\u3089\u64cd\u4f5c\u3092\u78ba\u8a8d\u3067\u304d\u308b\u306e\u304c\u826f\u3044\u3093\u3067\u306f\u306a\u3044\u304b\u306a\u3068\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62d837434c4406d00cb1\/22-0.png\" alt=\"image.png\" \/><\/div>\n<h2>Jenkins\u3067\u5b9f\u884c\u3057\u3066\u307f\u308b<\/h2>\n<p>\u4f5c\u6210\u3057\u305fNotebook\u3092Jenkins\u3067\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001papermill\u3092\u4f7f\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b7\u30a7\u30eb\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u7c21\u5358\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code># Move notebook directory\r\ncd \/home\/jovyan\/\r\n\r\n# Execute notebook\r\npapermill \"Using Selenium.ipynb\" \"${WORKSPACE}\/${BUILD_ID}.ipynb\"\r\n<\/code><\/pre>\n<p>Jenkins\u3067\u9069\u5f53\u306a\u30b8\u30e7\u30d6\u3092\u4f5c\u6210\u3057\u3001\u8a2d\u5b9a\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u4ed5\u8fbc\u3081\u3070OK\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62d837434c4406d00cb1\/27-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5b9f\u884c\u7d50\u679cNotebook\u306e\u51fa\u529b\u5148\u306f ${WORKSPACE}\/${BUILD_ID}.ipynb \u3068\u3057\u3066\u3044\u307e\u3059\u304c\u3001Workspace\u306b\u5bfe\u3057\u3066\u306fJupyter Notebook\u306e jenkins-workspace \u3068\u3057\u3066\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u30ea\u30f3\u30af\u3092\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u3053\u3053\u304b\u3089\u5b9f\u884c\u7d50\u679c\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62d837434c4406d00cb1\/29-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u3053\u308c\u3067\u30b8\u30e7\u30d6\u306b\u5b9a\u671f\u5b9f\u884c\u306e\u8a2d\u5b9a\u3068\u3001\u901a\u77e5\u306e\u8a2d\u5b9a(Slack\u7b49)\u3092\u884c\u3046\u3060\u3051\u3067\u3001Jupyter Notebook\u5b9f\u884c\u304c\u30b3\u30b1\u305f\u3068\u304d\u306b\u901a\u77e5\u304c\u98db\u3093\u3067\u304f\u308b\u4ed5\u639b\u3051\u304c\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<h1>\u52d5\u304b\u3057\u3064\u3065\u3051\u308b<\/h1>\n<p>MyBinder\u306f1\u6642\u9593\u9650\u5b9a\u306a\u306e\u3067\u3001\u3069\u3053\u304b\u306b\u81ea\u5206\u306e\u74b0\u5883\u3092\u7528\u610f\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u3053\u3053\u3067\u306f\u3001\u9069\u5f53\u306aDocker Engine\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u305f\u81ea\u524d\u74b0\u5883\u3092\u4f7f\u3046\u30b1\u30fc\u30b9\u3068\u3001Amazon Elastic Container Service\u3092\u4f7f\u3046\u30b1\u30fc\u30b9\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h2>\u81ea\u524d\u74b0\u5883\u3067<\/h2>\n<p>\u9069\u5f53\u306aDocker Engine\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u305f\u30de\u30b7\u30f3\u3067\u9069\u5f53\u306a\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u308a\u3001\u4ee5\u4e0b\u3092\u5b9f\u65bd\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre class=\"post-pre\"><code>$ cd (\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea)\r\n$ docker run -d -p 8888:8888 -v $(pwd):\/home\/jovyan --name jupyter-with-jenkins yacchin1205\/jupyter-with-jenkins\r\n<\/code><\/pre>\n<p>\u30b3\u30f3\u30c6\u30ca\u4e2d\u306e \/home\/jovyan \u306b\u30db\u30b9\u30c8\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30de\u30a6\u30f3\u30c8\u3059\u308b\u3053\u3068\u3067\u3001\u4f5c\u6210\u3057\u305fNotebook\u3084Jenkins\u8a2d\u5b9a\u304c\u6c38\u7d9a\u5316\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3053\u3046\u3059\u308b\u3068\u30018888\u30dd\u30fc\u30c8\u3067jupyter-with-jenkins\u304c\u52d5\u304d\u51fa\u3057\u307e\u3059\u3002 http:\/\/localhost:8888 \u3092\u958b\u3044\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\nToken\u306e\u5165\u529b\u3092\u6c42\u3081\u3089\u308c\u307e\u3059\u306e\u3067\u3001docker logs\u3067\u30b3\u30f3\u30c6\u30ca\u306e\u30ed\u30b0\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre class=\"post-pre\"><code>$ docker logs jupyter-with-jenkins\r\n...\r\n    Or copy and paste one of these URLs:\r\n        http:\/\/xxxxxxxxxxxx:8888\/?token=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\r\n     or http:\/\/127.0.0.1:8888\/?token=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\r\n<\/code><\/pre>\n<p>\u4e0a\u8a18\u306e token=\u30c8\u30fc\u30af\u30f3\u6587\u5b57\u5217 \u306e\u30c8\u30fc\u30af\u30f3\u6587\u5b57\u5217\u90e8\u5206\u3092\u30d6\u30e9\u30a6\u30b6\u306b\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002MyBinder\u306e\u6642\u3068\u540c\u69d8\u306bJupyter Notebook\u306e\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2>Amazon Elastic Container Service\u3067<\/h2>\n<p>\u76e3\u8996\u7cfb\u306a\u306e\u3067\u5e38\u6642\u52d5\u304b\u3057\u3066\u304a\u304d\u305f\u3044\u3067\u3059\u3088\u306d\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308bNotebook\u3092\u3001Jupyter Notebook Run Container on AWS ECS.ipynb (Binder\u3067\u958b\u304f) \u306b\u3066\u3001AWS Elastic Container Service\u4e0a\u3067jupyter-with-jenkins\u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5\u3059\u308b\u624b\u9806\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3053\u306eNotebook\u306b\u3088\u308a\u4f5c\u6210\u3055\u308c\u308b\u74b0\u5883\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u69cb\u9020\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62d837434c4406d00cb1\/41-0.png\" alt=\"image.png\" \/><\/div>\n<p>Notebook\u3067\u306f\u3001 aws \u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3063\u3066 CloudFormation\u3092\u4f7f\u3063\u3066VPC, Subnet, Security Group\u3092\u4f5c\u6210\u3057\u3001Notebook\u3084Jenkins\u8a2d\u5b9a\u3092\u6c38\u7d9a\u5316\u3059\u308b\u305f\u3081Elastic File System\u4e0a\u306b\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u6210\u3057\u305f\u5f8c\u3001\u3053\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30fb\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u3092\u4f7f\u3046\u5f62\u3067ECS\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306eNotebook\u3092\u4f7f\u3046\u969b\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u74b0\u5883\u306bAWS\u306eAccess Key \/ Secret Key\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u3053\u308c\u3089\u306e\u30ad\u30fc\u306e\u7ba1\u7406\u306b\u306f\u5341\u5206\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h1>\u307e\u3068\u3081<\/h1>\n<p>\u3053\u3093\u306a\u611f\u3058\u3067\u3001Jupyter\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u74b0\u5883\u3068Jenkins\u306e\u5b9a\u671f\u5b9f\u884c\u74b0\u5883\u306e\u5408\u308f\u305b\u6280\u3067\u3001\u3048\u3044\u3084\u3063\u3068\u81ea\u52d5\u30c6\u30b9\u30c8\u3092\u56de\u3057\u3066\u7cbe\u795e\u306e\u5b89\u5be7\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u3064\u3064\u3042\u308a\u307e\u3059\u3002<br \/>\n\u3082\u3061\u308d\u3093\u304d\u3061\u3093\u3068\u3057\u305f\u30c6\u30b9\u30c8\u306e\u4f5c\u308a\u8fbc\u307f\u306f\u5fc5\u8981\u306a\u306e\u3067\u3059\u304c\u3001\u4f55\u3082\u3057\u306a\u3044 \u304b\u3089 \u7406\u60f3\u7684\u306a\u30c6\u30b9\u30c8 \u306e\u9593\u306e\u3064\u306a\u304e\u5f79\u3068\u3057\u3066\u4f7f\u3048\u308b\u3068\u826f\u3044\u306e\u3067\u306f\u306a\u3044\u304b\u306a\u3042\u3068\u3002Firefox Driver\u3092\u52a0\u3048\u308b\u3068\u304b\u3001\u3044\u308d\u3044\u308d\u8003\u3048\u3089\u308c\u308b\u306e\u3067\u3001\u3054\u8208\u5473\u3042\u308b\u65b9\u306fPull Request\u3092\u662f\u975e\u306b\u30fc<\/p>\n<ul class=\"post-ul\">https:\/\/github.com\/yacchin1205\/jupyter-with-jenkins<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u4e45\u3005\u306e\u8a18\u4e8b\u3067\u3059\u3002NII\u3055\u3093\u306b\u3066\u76f8\u5909\u308f\u3089\u305a\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u306e\u30a4\u30f3\u30d5\u30e9\u5468\u308a\u306e\u304a\u4ed5\u4e8b\u3092\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u3059\u304c\u3001 \u300c\u30d5 [&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-46145","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\/46145-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u4e45\u3005\u306e\u8a18\u4e8b\u3067\u3059\u3002NII\u3055\u3093\u306b\u3066\u76f8\u5909\u308f\u3089\u305a\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u306e\u30a4\u30f3\u30d5\u30e9\u5468\u308a\u306e\u304a\u4ed5\u4e8b\u3092\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u3059\u304c\u3001 \u300c\u30d5 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46145-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-03T10:49:32+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-28T17:49:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62d837434c4406d00cb1\/11-0.png\" \/>\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 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