{"id":341,"date":"2023-11-11T13:12:29","date_gmt":"2023-11-11T04:12:29","guid":{"rendered":"http:\/\/bunseki-data.com\/r-onlinecourse\/?p=341"},"modified":"2023-11-11T13:16:31","modified_gmt":"2023-11-11T04:16:31","slug":"shiny%e3%82%92%e3%83%87%e3%82%b9%e3%82%af%e3%83%88%e3%83%83%e3%83%97%e3%82%a2%e3%83%97%e3%83%aa%e3%81%ab%ef%bc%81%ef%bc%88windows%e9%99%90%e5%ae%9a%ef%bc%89","status":"publish","type":"post","link":"https:\/\/bunseki-data.com\/r-onlinecourse\/2023\/11\/11\/shiny%e3%82%92%e3%83%87%e3%82%b9%e3%82%af%e3%83%88%e3%83%83%e3%83%97%e3%82%a2%e3%83%97%e3%83%aa%e3%81%ab%ef%bc%81%ef%bc%88windows%e9%99%90%e5%ae%9a%ef%bc%89\/","title":{"rendered":"Shiny\u3092\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u306b\uff01\uff08Windows\u9650\u5b9a\uff09"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\" id=\"section_1\">\u524d\u7f6e\u304d<\/h2>\n\n\n\n<p>R\u8a00\u8a9e\u3092\u305d\u308c\u306a\u308a\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u5225\u8a00\u8a9e\u3092\u6642\u6298\u601d\u3044\u51fa\u3057\u305f\u304b\u306e\u3088\u3046\u306b\u52c9\u5f37\u3057\u3066\u307f\u308b\u306e\u3067\u3059\u304c\u3001\u305d\u306e\u76ee\u7684\u304c\u300c\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3057\u305f\u3044\u300d\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p>Web\u30a2\u30d7\u30ea\u306fR\u306eShiny\u3067\u305d\u308c\u306a\u308a\u306b\u81ea\u5206\u304c\u4f5c\u308a\u305f\u3044\u3082\u306e\u3092\u4f5c\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u306e\u3067\u3001\u300c\u3088\u3057\u300d\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3001\u3069\u3046\u3057\u3066\u3082\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3092\u4f5c\u308a\u305f\u3044\u3068\u601d\u3044\u3001Python\u306eTcl\/Tk\u3067GUI\u3092\u4f5c\u308c\u306a\u3044\u304b\uff1fC#\u306a\u3089\u3069\u3046\u3060\u308d\u3046\u7b49\u3092\u63a2\u7d22\u3057\u3066\u307f\u305f\u306e\u3067\u3059\u304c\u3001R\u3067\u3067\u304d\u308b\u3053\u3068\u3092\u5225\u306e\u8a00\u8a9e\u3067\u518d\u73fe\u3059\u308b\u30cf\u30fc\u30c9\u30eb\u304c\u76f8\u5f53\u9ad8\u304f\u3001\u632b\u6298\u3057\u3066\u3044\u307e\u3057\u305f\u3002\uff08Python\u306a\u3089\u3067\u304d\u306a\u304f\u306f\u306a\u3055\u305d\u3046\u3067\u3059\u304c\u3001\u3084\u3063\u3071\u308aPandas\u3088\u308aTidyverse\u611b\u304c\u5f37\u304f\u30fb\u30fb\u30fb\uff09<\/p>\n\n\n\n<p>\u305d\u3093\u306a\u4e2d\u3001Youtube\u3067Shiny+Electron<sup class=\"footnote-ref\"><a href=\"#fn-1\" id=\"fnref-1\" data-footnote-ref=\"\">1<\/a><\/sup>\u3068\u3044\u3046\u52d5\u753b\u3092\u307f\u3066\u3001\u300c\u3053\u308c\u3060\uff01\u300d\u3068\u601d\u3044Electron\u3092\u52c9\u5f37\u3057\u3066\u3001\u3044\u304f\u3064\u304b\u30cd\u30c3\u30c8\u4e0a\u3067\u767a\u898b\u3057\u305fShiny\u30a2\u30d7\u30ea\u3092Electron\u5316\u3059\u308b\u65b9\u6cd5\u3092\u8a66\u307f\u3066\u307e\u3057\u305f\u3002\u30fb\u30fb\u30fb\u3053\u30531\u5e74\u534a\u304f\u3089\u3044\u3002<\/p>\n\n\n\n<p>\u4f55\u5ea6\u3084\u3063\u3066\u3082<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u74b0\u5883\u69cb\u7bc9\u306b\u5931\u6557\u3059\u308b<\/li>\n\n\n\n<li>Electron\u306f\u7acb\u3061\u4e0a\u304c\u308b\u3082Shiny\u306f\u3046\u3093\u3068\u3082\u3059\u3093\u3068\u3082\u3044\u308f\u306a\u3044<\/li>\n<\/ul>\n\n\n\n<p>\u3068\u3044\u3046\u3053\u3068\u306e\u7e70\u308a\u8fd4\u3057\u3067\u3001Shiny\uff0bElectron\u306f\u81ea\u5206\u306b\u306f\u7121\u7406\u306a\u3093\u3067\u306f\u306a\u3044\u304b\u3068\u8ae6\u3081\u304b\u3051\u3066\u3044\u307e\u3057\u305f\u3002\u6700\u7d42\u7684\u306b\u306f\u3001<a href=\"https:\/\/www.travishinkelman.com\/deploy-shiny-electron\/\">\u3053\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b<\/a>\u3092\u898b\u3066\u3001\u8ae6\u3081\u307e\u3057\u305f\u3002\uff08Shiny\uff0bElectron\u306f\u305d\u306e\u52b4\u529b\u306b\u898b\u5408\u3046\u4fa1\u5024\u304c\u306a\u3044\u306e\u3067\u306f\u306a\u3044\u304b\uff1f\u3068\u3044\u3046\u8a18\u8f09\u3067\u3059\uff09\u3002\u3055\u3088\u3046\u306a\u3089\u3001Electron\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u304b\u308f\u308a\u3001\u30d6\u30ed\u30b0\u8a18\u4e8b\u306b\u306f\u3001\u300cDesktopDeployR\u300d\u3068\u3044\u3046Windows\u30e6\u30fc\u30b6\u30fc\u9650\u5b9a\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3064\u3044\u3066\u8a00\u53ca\u3055\u308c\u3066\u304a\u308a\u3001\u3060\u3081\u3082\u3068\u3067\u5229\u7528\u3057\u3066\u307f\u305f\u3089\u3001\u3042\u3063\u3055\u308a\u65e5\u672c\u8a9e\u3092\u542b\u3093\u3060Shiny\u30a2\u30d7\u30ea\u304c\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3068\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u305f\u306e\u3067\u3001\u3053\u3053\u306b\u3001\u305d\u306e\u8a66\u884c\u932f\u8aa4\u306e\u7d50\u679c\u3092\u5c06\u6765\u306e\u81ea\u5206\u306e\u305f\u3081\u306b\u3082\u8a18\u9332\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u524d\u7f6e\u304d\u7d42\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"desktopdeployr\">DesktopDeployR\u3067\u306e\u6e96\u5099<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"github\">github\u306e\u30ec\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3\u3059\u308b<\/h3>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u524d\u63d0\u3068\u3057\u3066\u3001\u30d1\u30b9\u306e\u9577\u3055\u3092\u77ed\u304f\u3059\u308b\u305f\u3081\u306b\u3001<code>C:\/app<\/code>\u3068\u3044\u3046\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3057\u3066\u3044\u304f\u3068\u3044\u3046\u5f62\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30a2\u30d7\u30ea\u306e\u540d\u524d\u306f<code>desktopapp<\/code>\u3068\u3044\u3046\u3053\u3068\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u306f\u3001DesktopDeployR\u3092<code>C:\/app<\/code>\u306bGithub\u304b\u3089\u30af\u30ed\u30fc\u30f3<sup class=\"footnote-ref\"><a href=\"#fn-2\" id=\"fnref-2\" data-footnote-ref=\"\">2<\/a><\/sup>\u3057\u307e\u3057\u3087\u3046\u3002\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u304b\u3089\u6b21\u306e\u3088\u3046\u306b\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">cd C:\/app\ngit clone https:\/\/github.com\/wleepang\/DesktopDeployR.git desktopapp\n<\/pre>\n\n\n\n<p>\u307e\u305f\u3001\u4f5c\u696d\u306e\u5c65\u6b74\u3092\u6b8b\u3059\u305f\u3081\u306b\u3001\u30d6\u30e9\u30f3\u30c1\u3092\u4f5c\u6210\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">cd desktopapp\ngit checkout -b MyApplication\n<\/pre>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u306e\u624b\u9806\u3067\u3001\u30a2\u30d7\u30ea\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5229\u7528\u3059\u308b\u6e96\u5099\u306f\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"r-portable\">R-portable\u3092\u4fdd\u5b58\u3059\u308b<\/h3>\n\n\n\n<p>Shiny\u30a2\u30d7\u30ea\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u5316\u3092\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u300cR\u672c\u4f53\u300d\u3092\u30a2\u30d7\u30ea\u306b\u542b\u3093\u3067\u3042\u3052\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a2\u30d7\u30ea\u306e\u4e2d\u306b\u5165\u308c\u308b\u305f\u3081\u306e\u300cR\u672c\u4f53\u300d\u3001R-portable\u3092\u6b21\u306e\u30ea\u30f3\u30af\u5148\u304b\u3089\u5165\u624b\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/sourceforge.net\/projects\/rportable\/\">https:\/\/sourceforge.net\/projects\/rportable\/<\/a><\/p>\n\n\n\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d5\u30a1\u30a4\u30eb\u306fexe\u30d5\u30a1\u30a4\u30eb\u306a\u306e\u3067\u3001\u4fdd\u5b58\u5834\u6240\u3092\u3001<code>C:\/app\/desktopapp\/dist\/R-Portable<\/code>\u306b\u6307\u5b9a\u3057\u305f\u3046\u3048\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u305d\u3046\u3059\u308b\u3068\u3001\u4fdd\u5b58\u5834\u6240\u306bR-portable\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"730\" height=\"198\" src=\"https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/rportable.png\" alt=\"\" class=\"wp-image-344\" srcset=\"https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/rportable.png 730w, https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/rportable-300x81.png 300w\" sizes=\"(max-width: 730px) 100vw, 730px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section_2\">\u30a2\u30d7\u30ea\u306e\u4f5c\u6210<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"app-shiny\">app\/shiny\u306e\u4e2d\u306b\u30a2\u30d7\u30ea\u3092\u4f5c\u6210<\/h3>\n\n\n\n<p>R-portable\u306e\u5c0e\u5165\u307e\u3067\u7d42\u308f\u3063\u305f\u3089\u5f8c\u306f\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3059\u308b\u3060\u3051\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4ee5\u524d\u4f5c\u6210\u3057\u305f<a href=\"https:\/\/r-online-course.netlify.app\/shiny_app\/\">NDB\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30a2\u30d7\u30ea<\/a>\u3092\u4f5c\u6210\u3059\u308b\u969b\u306b\u5229\u7528\u3057\u305f\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u3066\u533b\u85ac\u54c1\u306e\u51e6\u65b9\u4ef6\u6570\u3092\u63cf\u753b\u3059\u308b\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/ironwest\/experimental_app_for_desktopapp\">\u3053\u306e\u30ec\u30dd\u30b8\u30c8\u30ea<\/a>\u306b\u304a\u3044\u3066\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30a2\u30d7\u30ea\u306e\u30b5\u30fc\u30d0\u30fc\u90e8\u5206\u306b\u306f\u5fc5\u305a\u3001<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">session$onSessionEnded(function() {\n        stopApp()\n  })\n<\/pre>\n\n\n\n<p>\u3068\u3044\u3046\u547d\u4ee4\u3092\u3044\u308c\u3066\u304a\u304b\u306a\u3044\u3068\u3001\u8d77\u52d5\u3057\u305f\u30a2\u30d7\u30ea\u306e\u753b\u9762\u3092\u9589\u3058\u3066\u3082R\u304c\u52d5\u304d\u3064\u3065\u3051\u3066\u3001\u610f\u56f3\u3057\u306a\u3044\u6319\u52d5\u3068\u306a\u3063\u305f\u305f\u3081\u3001\u30d6\u30e9\u30a6\u30b6\u3092\u9589\u3058\u305f\u3089\u30a2\u30d7\u30ea\u305d\u306e\u3082\u306e\u3092\u6b62\u3081\u308b\u547d\u4ee4\u3092\u5165\u308c\u3066\u304a\u304f\u3053\u3068\u3001\u91cd\u8981\u305d\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"app-app-r\">app\/app.R\u306e\u7de8\u96c6<\/h3>\n\n\n\n<p>\u30ec\u30dd\u30b8\u30c8\u30ea\u306e\u6307\u793a\u3067\u306f\u3001\u3053\u3053\u3092\u7de8\u96c6\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<code>app\/shiny<\/code>\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306a\u3044\u306b\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3057\u305f\u306e\u3067\u3053\u3053\u306e\u90e8\u5206\u306e\u7de8\u96c6\u306f\u5fc5\u8981\u306a\u3055\u305d\u3046\u3068\u601d\u3063\u3066\u3044\u305f\u306e\u3067\u3059\u304c\u3001\u3082\u3068\u3082\u3068\u304c\u3001<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># app launching code, e.g.:\nshiny::runApp(\".\/app\/shiny\", launch.browser=TRUE)\n<\/code><\/pre>\n\n\n\n<p>\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u3001\u5358\u4e00\u30d5\u30a9\u30eb\u30c0\u306b<code>ui.R<\/code>\u3068<code>server.R<\/code>\u304c\u3042\u308b\u5834\u5408\u306e\u66f8\u304d\u65b9\u3067\u3059\u3002\u4eca\u56de\u306e\u30a2\u30d7\u30ea\u306f<code>app.R<\/code>\u3068\u3044\u3046\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3057\u3066\u3042\u3052\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u3001<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># app launching code, e.g.:\nshiny::runApp(\".\/app\/shiny\/app.R\", launch.browser=TRUE)\n<\/code><\/pre>\n\n\n\n<p>\u3068\u66f8\u304d\u52a0\u3048\u3066\u3042\u3052\u306a\u3044\u3068\u3046\u307e\u304f\u52d5\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"section_3\">\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u6307\u5b9a<\/h3>\n\n\n\n<p><code>app\/packages.txt<\/code>\u5185\u306b\u3001\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u8a18\u8ff0\u3057\u3066\u3042\u3052\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001CRAN\u306b\u306a\u3044\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u6307\u5b9a\u306f\u5225\u9014\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u307f\u305f\u3044\u3067\u3059\u3002\u4eca\u56de\u306e\u5834\u5408\u306fCRAN\u306b\u3042\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3057\u304b\u5229\u7528\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u3053\u3053\u306f\u6c17\u306b\u3057\u306a\u304f\u3066\u3082\u826f\u3055\u305d\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30a2\u30d7\u306e\u4e2d\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u5168\u3066<code>app\/packages.txt<\/code>\u306b\u8a18\u8f09\u3057\u3066\u3042\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># Primary package dependencies for the application that are loaded during\n# startup.\n#\n# If not available, they will be installed into app\/library.  Custom source\n# packages need to be installed manually.\n\n# bare miniminum: configurations are stored in json format\njsonlite\n\n# if deploying shiny based applications:\nshiny\nreadr\nggplot2\nDT\nplotly\ndplyr\nstringr\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"section_4\">\u30a2\u30d7\u30ea\u306e\u8aac\u660e\u306e\u8a18\u8f09<\/h3>\n\n\n\n<p><code>desktopapp\/app\/config.cfg<\/code>\u306bJSON\u3063\u307d\u3044\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u304c\u3042\u308b\u306e\u3067\u8a2d\u5b9a\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u4eca\u56de\u306f\u5b9f\u9a13\u7684\u306a\u610f\u5473\u5408\u3044\u304c\u9ad8\u3044\u306e\u3067\u3001\u6700\u4f4e\u9650\u306e\u8a2d\u5b9a\u3060\u3051\u66f8\u304d\u63db\u3048\u3066\u30012\u884c\u76ee\u3067\u30a2\u30d7\u30ea\u540d\u3092\u6307\u5b9a\u3059\u308b\u3060\u3051\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\"appname\":\t\"NDB\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30a2\u30d7\u30ea\",\n<\/pre>\n\n\n\n<p>\u3042\u3068\u3001\u5b9f\u884c\u3059\u308bR\u306e\u30d1\u30b9\u304cR-portable\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u306e\u3067\u3001<\/p>\n\n\n\n<p>41-43\u884c\u76ee\u4ed8\u8fd1\u306e\u3001<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\"r_exec\": {\n\t\t\"home\": \"C:\\\\Program Files\\\\R\\\\R-4.0.2\\\\bin\"\n\t},\n<\/pre>\n\n\n\n<p>\u3092\u3001<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\"r_exec\": {\n\t\t\"home\": \"dist\\\\R-Portable\\\\App\\\\R-Portable\\\\bin\\\\\"\n\t},\n<\/pre>\n\n\n\n<p>\u3068\u66f8\u304d\u63db\u3048\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"bat\">bat\u30d5\u30a1\u30a4\u30eb\u306e\u540d\u524d\u306e\u5909\u66f4<\/h3>\n\n\n\n<p><code>desktopapp\/appname.bat<\/code>\u3068\u3044\u3046\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u3001\u597d\u304d\u306a\u540d\u524d\u306b\u5909\u66f4\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u4eca\u56de\u306f\u3001\u4e0a\u306e\u8a2d\u5b9a\u3067\u5229\u7528\u3057\u305f\u540d\u524d\u3092\u305d\u306e\u307e\u307e\u5229\u7528\u3057\u3066\u307f\u307e\u3059\u3002\u306a\u306e\u3067\u3001<code>desktopapp\/NDB\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30a2\u30d7\u30ea.bat<\/code>\u3068\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u3067\u3067\u304d\u3042\u304c\u308a\u3067\u3059\uff01<\/p>\n\n\n\n<p>\u3042\u3068\u306f\u914d\u5e03\u3067\u304d\u308b\u5f62\u306b\u3057\u3066\u3044\u304f\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section_5\">\u914d\u5e03\u306e\u6e96\u5099<\/h2>\n\n\n\n<p>\u73fe\u6642\u70b9\u3067\u3001\u914d\u5e03\u3059\u308b\u306b\u3057\u3066\u3082\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u30011\u5ea6\u3001\u5b9f\u884c\u3057\u3066\u3001\u4f9d\u5b58\u95a2\u4fc2\u306b\u3042\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092R-portable\u5185\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3042\u3052\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u306b\u306f\u3001<code>desktopapp\/NDB\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30a2\u30d7\u30ea.bat<\/code>\u3092\u5b9f\u884c\u3057\u3066\u3042\u3052\u307e\u3057\u3087\u3046\u3002\uff081\u56de\u76ee\u306e\u8d77\u52d5\u306b\u306f\u4f9d\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u3042\u308b\u305f\u3081\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\uff09<\/p>\n\n\n\n<p>\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u304a\u308f\u308c\u3070\u3001<code>app\/library<\/code>\u30d5\u30a9\u30eb\u30c0\u5185\u306b\u3001\u4f9d\u5b58\u3059\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u4e26\u3093\u3067\u3044\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u7d42\u308f\u308c\u3070\u3001\u5f8c\u306fEXE\u5316\u3092\u3059\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"exe\">EXE\u5316<\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u3082\u306e\u3059\u3054\u304f\u4e0d\u52c9\u5f37\u306a\u306e\u3067\u3042\u307e\u308a\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002Exe\u5316\uff08\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc\u5316\uff09\u3059\u308b\u305f\u3081\u306b\u3001Inno\u3068\u3044\u3046\u30bd\u30d5\u30c8\u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/jrsoftware.org\/isinfo.php\">\u3053\u306e\u30b5\u30a4\u30c8<\/a>\u304b\u3089\u3001InnoSetup\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30d1\u30bd\u30b3\u30f3\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u305d\u308c\u3067\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u305fInnoSetup Compilar\u3092\u8d77\u52d5\u3057\u3066\u3001<\/p>\n\n\n\n<p>\u6b21\u306e\u3088\u3046\u306a\u624b\u9806\u3067\u3001InnoSetup\u306e\u30a6\u30a3\u30b6\u30fc\u30c9\u3092\u3059\u3059\u3081\u307e\u3059\u3002InnoSetup\u3001\u307e\u3060\u4f7f\u3044\u65b9\u3082\u3088\u304f\u308f\u304b\u3063\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u3068\u308a\u3042\u3048\u305a\u4eca\u56de\u306e\u30b5\u30f3\u30d7\u30eb\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u3068\u3063\u305f\u624b\u9806\u3092\u8a18\u9332\u3057\u3066\u304a\u304d\u307e\u3059\u3002\uff08\u8a73\u3057\u3044\u65b9\u304c\u3044\u3089\u3063\u3057\u3083\u3063\u305f\u3089\u6559\u3048\u3066\u4e0b\u3055\u3044\uff09<\/p>\n\n\n\n<p>\u30a6\u30a3\u30b6\u30fc\u30c9\u3067\u4f5c\u6210\u3092\u9078\u3093\u3067\u3001<br><img decoding=\"async\" src=\"images\/wiz001.jpg\" alt=\"\"><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"522\" height=\"407\" src=\"http:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/wiz002.jpg\" alt=\"\" class=\"wp-image-345\" srcset=\"https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/wiz002.jpg 522w, https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/wiz002-300x234.jpg 300w\" sizes=\"(max-width: 522px) 100vw, 522px\" \/><\/figure>\n\n\n\n<p>\u9069\u5f53\u306b\u8a2d\u5b9a\u3092\u5165\u529b<br><img decoding=\"async\" src=\"images\/wiz003.jpg\" alt=\"\"><\/p>\n\n\n\n<p>\u30d5\u30a9\u30eb\u30c0\u540d\u306e\u8a2d\u5b9a\uff1f<br><img decoding=\"async\" src=\"images\/wiz004.jpg\" alt=\"\"><\/p>\n\n\n\n<p>\u3053\u3053\u3067\u3001\u4f5c\u6210\u3057\u305fbat\u30d5\u30a1\u30a4\u30eb\u3092\u3057\u3066\u3057\u3066\u3042\u3052\u307e\u3059\u3002<br><img decoding=\"async\" src=\"images\/wiz005.jpg\" alt=\"\"><br><img decoding=\"async\" src=\"images\/wiz006.jpg\" alt=\"\"><\/p>\n\n\n\n<p>\u4ed6\u306e\u30d5\u30a9\u30eb\u30c0\u3082\u8ffd\u52a0\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046<br><img decoding=\"async\" src=\"images\/wiz007.jpg\" alt=\"\"><br><img decoding=\"async\" src=\"images\/wiz008.jpg\" alt=\"\"><br><img decoding=\"async\" src=\"images\/wiz009.jpg\" alt=\"\"><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"512\" height=\"407\" src=\"http:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/wiz010.jpg\" alt=\"\" class=\"wp-image-346\" srcset=\"https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/wiz010.jpg 512w, https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/wiz010-300x238.jpg 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/figure>\n\n\n\n<p>\u591a\u5206\u3001\u3053\u3053\u306e\u8a2d\u5b9a\u306f\u9593\u9055\u3048\u305f\u6c17\u304c\u3059\u308b\u30fb\u30fb\u30fb<br><img decoding=\"async\" src=\"images\/wiz011.jpg\" alt=\"\"><\/p>\n\n\n\n<p>\u4ed6\u306e\u8a2d\u5b9a\u3092\u3044\u3058\u3063\u3066<br><img decoding=\"async\" src=\"images\/wiz012.jpg\" alt=\"\"><br><img decoding=\"async\" src=\"images\/wiz013.jpg\" alt=\"\"><br><img decoding=\"async\" src=\"images\/wiz014.jpg\" alt=\"\"><\/p>\n\n\n\n<p>\u3068\u308a\u3042\u3048\u305a\u4eca\u56de\u306f\u65e5\u672c\u8a9e\u306e\u307f<br><img decoding=\"async\" src=\"images\/wiz015.jpg\" alt=\"\"><br><img decoding=\"async\" src=\"images\/wiz016.jpg\" alt=\"\"><br><img decoding=\"async\" src=\"images\/wiz017.jpg\" alt=\"\"><br><img decoding=\"async\" src=\"images\/wiz018.jpg\" alt=\"\"><\/p>\n\n\n\n<p>\u30b3\u30f3\u30d1\u30a4\u30eb\u3092\u3057\u307e\u3059<br><img decoding=\"async\" src=\"images\/wiz019.jpg\" alt=\"\"><\/p>\n\n\n\n<p>\u3068\u305d\u306e\u307e\u3048\u306b\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4fdd\u5b58\u3057\u307e\u3059\u304b\u3068\u805e\u304b\u308c\u305f\u306e\u3067\u4fdd\u5b58\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046<br><img decoding=\"async\" src=\"images\/wiz020.jpg\" alt=\"\"><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"959\" height=\"542\" src=\"https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/wiz021.jpg\" alt=\"\" class=\"wp-image-347\" srcset=\"https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/wiz021.jpg 959w, https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/wiz021-300x170.jpg 300w, https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/wiz021-768x434.jpg 768w\" sizes=\"(max-width: 959px) 100vw, 959px\" \/><\/figure>\n\n\n\n<p>\u3042\u3068\u306f\u5f85\u3064\uff01\uff08\u6570\u5206\u304b\u304b\u308a\u307e\u3057\u305f\uff09<br><img decoding=\"async\" src=\"images\/wiz022.jpg\" alt=\"\"><br><img decoding=\"async\" src=\"images\/wiz023.jpg\" alt=\"\"><br><img decoding=\"async\" src=\"images\/wiz024.jpg\" alt=\"\"><\/p>\n\n\n\n<p>\u305d\u3057\u3066\u3001\u51fa\u6765\u4e0a\u304c\u3063\u305f\u306e\u304c\u3001<br><img decoding=\"async\" src=\"images\/done.jpg\" alt=\"\"><\/p>\n\n\n\n<p>\u3053\u306eexe\u30d5\u30a1\u30a4\u30eb\u3067\u3059\u3002<br>\u81ea\u5b85\u306e\u5225\u306ePC\u306b\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u79fb\u3057\u3066\u672c\u5f53\u306b\u52d5\u304f\u304b\u3092\u8a66\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"860\" height=\"709\" src=\"http:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/success.jpg\" alt=\"\" class=\"wp-image-348\" srcset=\"https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/success.jpg 860w, https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/success-300x247.jpg 300w, https:\/\/bunseki-data.com\/r-onlinecourse\/wp-content\/uploads\/2023\/11\/success-768x633.jpg 768w\" sizes=\"(max-width: 860px) 100vw, 860px\" \/><\/figure>\n\n\n\n<p>\u7121\u4e8b\u306b\u52d5\u304d\u307e\u3057\u305f\uff01<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section_6\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u4eca\u56de\u3001desktopDeployR\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5229\u7528\u3057\u3066\u3001Shiny\u30a2\u30d7\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u53ef\u80fd\u306a\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3068\u3057\u3066\u4f5c\u6210\u3059\u308b\u624b\u9806\u3092\u8ffd\u3063\u3066\u307f\u307e\u3057\u305f\u3002\u3053\u306e\u65b9\u6cd5\u3060\u3068\u3001\u76f8\u5f53\u624b\u9593\u53d6\u308bElectron\uff08Node.js\uff09\u306e\u74b0\u5883\u8a2d\u5b9a\u304c\u306a\u3057\u3067\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u500b\u4eba\u7684\u306b\u306f\u3001\u30e1\u30ea\u30c3\u30c8\u3068\u3057\u3066<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u65e5\u672c\u8a9e\u304c\u666e\u901a\u306b\u52d5\u304f<\/li>\n\n\n\n<li>\u74b0\u5883\u69cb\u7bc9\u306e\u624b\u9593\u304c\u307b\u307c\u306a\u3044<\/li>\n<\/ul>\n\n\n\n<p>\u304c\u3042\u3052\u3089\u308c\u307e\u3059\u3002\u30c7\u30e1\u30ea\u30c3\u30c8\u3068\u3057\u3066\u306f\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Windows\u9650\u5b9a<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u3084\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u304c\u305d\u308c\u306a\u308a\u306b\u5927\u304d\u3044\uff08\u6570\u767e\u30e1\u30ac\u30d0\u30a4\u30c8\uff5e1Gb\uff1f\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u3068\u611f\u3058\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u5c1a\u3001\u52d5\u4f5c\u306e\u4fdd\u8a3c\u3084\u610f\u56f3\u305b\u306c\u52d5\u4f5c\u306a\u3069\u306e\u4fdd\u8a3c\u306f\u3044\u305f\u3057\u304b\u306d\u307e\u3059\u304c\u3001\u6b21\u306e\u30ea\u30f3\u30af\u5148\u306bexe\u30d5\u30a1\u30a4\u30eb\u3092\u7f6e\u3044\u3066\u304a\u304f\u306e\u3067\u3001\u8208\u5473\u304c\u3042\u308b\u65b9\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\uff08\u5b8c\u5168\u306b\u81ea\u5df1\u8cac\u4efb\u3067\u304a\u9858\u3044\u3057\u307e\u3059\uff09<\/p>\n\n\n\n<p><a href=\"https:\/\/drive.google.com\/drive\/folders\/1PUviXO96DtFqQumGPIoN-wz9uvVxivX0?usp=sharing\">Google\u30c9\u30e9\u30a4\u30d6 \u305d\u306e\u5185\u6d88\u3057\u307e\u3059<\/a><\/p>\n\n\n\n<p>400MB\u3082\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30b9\u30da\u30fc\u30b9\u304c\u3044\u308b\u306e\u306f\u3061\u3087\u3063\u3068\u3042\u308c\u3067\u3059\u3051\u3069\u30fb\u30fb\u30fbR-portable\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u4f7f\u308f\u306a\u3044\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u6d88\u3059\u3068\u3082\u3046\u5c11\u3057\u8efd\u91cf\u5316\u3067\u304d\u308b\u6c17\u304c\u3057\u307e\u3059\u304c\u3001\u4eca\u56de\u306f\u3053\u3053\u307e\u3067\uff01<\/p>\n\n\n\n<p>Have a happy R life!<\/p>\n\n\n\n<p>\u5ba3\u4f1d\uff1aShiny\u30a2\u30d7\u30ea\u306e\u4f5c\u6210\u65b9\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u305f\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30fc\u30b9\u3092\u4f5c\u6210\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u3082\u3057\u3001\u300cShiny\u306b\u3064\u3044\u3066\u308f\u304b\u3089\u306a\u3044\u3051\u3069\u5b66\u3093\u3067\u307f\u305f\u3044\u300d\u3068\u3044\u3046\u65b9\u3067\u3001\u300c\u65e5\u672c\u8a9e\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30fc\u30b9\u304c\u826f\u3044\u300d\u3068\u3044\u3046\u65b9\u306f\u8cfc\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u305f\u3060\u3051\u308b\u3068\u5b09\u3057\u304f\u601d\u3044\u307e\u3059\u3002\uff08\u672c\u5bb6\u3001RStudio\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30fc\u30b9\uff08\u82f1\u8a9e\uff09\u3082\u308f\u304b\u308a\u3084\u3059\u3044\u306e\u3067\u3001\u82f1\u8a9e\u304c\u5927\u4e08\u592b\u306a\u65b9\u306f\u305d\u3063\u3061\u306e\u65b9\u304c\u7121\u6599\u3067\u826f\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\uff09<\/p>\n\n\n\n<section class=\"footnotes\" data-footnotes=\"\">\n<ol>\n<li id=\"fn-1\">\n<p>Electron\u306f\u3001JavaScript\u3067\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3059\u308b\u3068\u3044\u3046\u4ed5\u7d44\u307f\u3067\u3001GUI\u3092HTML\uff0bCSS\u3001\u30ed\u30b8\u30c3\u30af\u90e8\u5206\u3092Node.Js\uff08JavaScript\uff09\u3067\u52d5\u304b\u3059\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u3002Shiny\u3082\u3001GUI\u306fHTML\uff0bCSS\u3067\u30ed\u30b8\u30c3\u30af\u90e8\u5206\u304cR\u306a\u306e\u3067\u3001JavaScript\u3092\u5b66\u3076\u3068\u3001\u5b9f\u306fShiny\u30a2\u30d7\u30ea\u306e\u8868\u73fe\u304c\u5e83\u304c\u308b\u306e\u3067\u3001Electron\u3092\u4f7f\u3046\u3068\u304b\u4ee5\u524d\u306b\u3001Shiny\u30a2\u30d7\u30ea\u4f5c\u6210\u3059\u308b\u5834\u5408\u306b\u5b66\u3093\u3067\u304a\u304f\u3068\u4fbf\u5229\u3067\u3059\u3002\uff08JavaScript\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092R\u306b\u5165\u308c\u305f\u308a\u3059\u308b\u3088\u3046\u306a\u3053\u3068\u3082\u3067\u304d\u307e\u3059\uff09 <a href=\"#fnref-1\" class=\"footnote-backref\" data-footnote-backref=\"\" data-footnote-backref-idx=\"1\" aria-label=\"Back to reference 1\">\u21a9<\/a><\/p>\n<\/li>\n<li id=\"fn-2\">\n<p>Github\u3001Git\u306a\u3069\u306b\u3064\u3044\u3066\u306f\u3001\u672c\u8a18\u4e8b\u306e\u89e3\u8aac\u306e\u30b9\u30b3\u30fc\u30d7\u304b\u3089\u306f\u305a\u308c\u307e\u3059\u3002\u3061\u3087\u3063\u3068\u52c9\u5f37\u3059\u308b\u3068\u3082\u306e\u3059\u3054\u304f\u4fbf\u5229\u3067\u3059\u3002\u4ed6\u306e\u4eba\u3068\u5354\u540c\u3067\u5229\u7528\u3057\u306a\u3044\u5834\u5408\u306f\u305d\u3053\u307e\u3067\u8a73\u3057\u304f\u52c9\u5f37\u3059\u308b\u5fc5\u8981\u306f\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u304c\u3001\u4ed6\u306e\u4eba\u3068\u5354\u540c\u3067\u5229\u7528\u3059\u308b\u306a\u3089\u305d\u308c\u306a\u308a\u306b\u52c9\u5f37\u3057\u306a\u3044\u3068\u591a\u5927\u306a\u3054\u8ff7\u60d1\u3092\u304a\u304b\u3051\u3059\u308b\u3053\u3068\u3082\u30fb\u30fb\u30fb\uff08\u904e\u53bb\u3068\u73fe\u5728\u3067\u3082\u7d50\u69cb\u8272\u3005\u3084\u3089\u304b\u3057\u3066\u305d\u306e\u305f\u3073\u306b\u53cd\u7701\u3057\u3066\u3044\u307e\u3059\u30fb\u30fb\u30fb\uff09 <a href=\"#fnref-2\" class=\"footnote-backref\" data-footnote-backref=\"\" data-footnote-backref-idx=\"2\" aria-label=\"Back to reference 2\">\u21a9<\/a><\/p>\n<\/li>\n<\/ol>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u7f6e\u304d R\u8a00\u8a9e\u3092\u305d\u308c\u306a\u308a\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u5225\u8a00\u8a9e\u3092\u6642\u6298\u601d\u3044\u51fa\u3057\u305f\u304b\u306e\u3088\u3046\u306b\u52c9\u5f37\u3057\u3066\u307f\u308b\u306e\u3067\u3059\u304c\u3001\u305d\u306e\u76ee\u7684\u304c\u300c\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3057\u305f\u3044\u300d\u304b\u3089\u3067\u3059\u3002 Web\u30a2\u30d7\u30ea\u306fR\u306eShiny\u3067\u305d\u308c\u306a\u308a\u306b\u81ea\u5206\u304c\u4f5c\u308a\u305f\u3044\u3082\u306e\u3092\u4f5c\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u306e\u3067\u3001\u300c\u3088\u3057\u300d\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3001\u3069\u3046\u3057\u3066\u3082\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3092\u4f5c\u308a\u305f\u3044\u3068\u601d\u3044\u3001Python\u306eTcl\/Tk\u3067GUI\u3092\u4f5c\u308c\u306a\u3044\u304b\uff1fC#\u306a\u3089\u3069\u3046\u3060\u308d\u3046\u7b49\u3092\u63a2\u7d22\u3057\u3066\u307f\u305f\u306e\u3067\u3059\u304c\u3001R\u3067\u3067\u304d\u308b\u3053\u3068\u3092\u5225\u306e\u8a00\u8a9e\u3067\u518d\u73fe\u3059\u308b\u30cf\u30fc\u30c9\u30eb\u304c\u76f8\u5f53\u9ad8\u304f\u3001\u632b\u6298\u3057\u3066\u3044\u307e\u3057\u305f\u3002\uff08Python\u306a\u3089\u3067\u304d\u306a\u304f\u306f\u306a\u3055\u305d\u3046\u3067\u3059\u304c\u3001\u3084\u3063\u3071\u308aPandas\u3088\u308aTidyverse\u611b\u304c\u5f37\u304f\u30fb\u30fb\u30fb\uff09 \u305d\u3093\u306a\u4e2d\u3001Youtube\u3067Shiny+Electron1\u3068\u3044\u3046\u52d5\u753b\u3092\u307f\u3066\u3001\u300c\u3053\u308c\u3060\uff01\u300d\u3068\u601d\u3044Electron\u3092\u52c9\u5f37\u3057\u3066\u3001\u3044\u304f\u3064\u304b\u30cd\u30c3\u30c8\u4e0a\u3067\u767a\u898b\u3057\u305fShiny\u30a2\u30d7\u30ea\u3092Electron\u5316\u3059\u308b\u65b9\u6cd5\u3092\u8a66\u307f\u3066\u307e\u3057\u305f\u3002\u30fb\u30fb\u30fb\u3053\u30531\u5e74\u534a\u304f\u3089\u3044\u3002 \u4f55\u5ea6\u3084\u3063\u3066\u3082 \u3068\u3044\u3046\u3053\u3068\u306e\u7e70\u308a\u8fd4\u3057\u3067\u3001Shiny\uff0bElectron\u306f\u81ea\u5206\u306b\u306f\u7121\u7406\u306a\u3093\u3067\u306f\u306a\u3044\u304b\u3068\u8ae6\u3081\u304b\u3051\u3066\u3044\u307e\u3057\u305f\u3002\u6700\u7d42\u7684\u306b\u306f\u3001\u3053\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092\u898b\u3066\u3001\u8ae6\u3081\u307e\u3057\u305f\u3002\uff08Shiny\uff0bElectron\u306f\u305d\u306e\u52b4\u529b\u306b\u898b\u5408\u3046\u4fa1\u5024\u304c\u306a\u3044\u306e\u3067\u306f\u306a\u3044\u304b\uff1f\u3068\u3044\u3046\u8a18\u8f09\u3067\u3059\uff09\u3002\u3055\u3088\u3046\u306a\u3089\u3001Electron\u3002 \u305d\u306e\u304b\u308f\u308a\u3001\u30d6\u30ed\u30b0\u8a18\u4e8b\u306b\u306f\u3001\u300cDesktopDeployR\u300d\u3068\u3044\u3046Windows\u30e6\u30fc\u30b6\u30fc\u9650\u5b9a\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3064\u3044\u3066\u8a00\u53ca\u3055\u308c\u3066\u304a\u308a\u3001\u3060\u3081\u3082\u3068\u3067\u5229\u7528\u3057\u3066\u307f\u305f\u3089\u3001\u3042\u3063\u3055\u308a\u65e5\u672c\u8a9e\u3092\u542b\u3093\u3060Shiny\u30a2\u30d7\u30ea\u304c\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3068\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u305f\u306e\u3067\u3001\u3053\u3053\u306b\u3001\u305d\u306e\u8a66\u884c\u932f\u8aa4\u306e\u7d50\u679c\u3092\u5c06\u6765\u306e\u81ea\u5206\u306e\u305f\u3081\u306b\u3082\u8a18\u9332\u3057\u3066\u304a\u304d\u307e\u3059\u3002 \u524d\u7f6e\u304d\u7d42\u308f\u308a\u307e\u3059\u3002 DesktopDeployR\u3067\u306e\u6e96\u5099 github\u306e\u30ec\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3\u3059\u308b \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u524d\u63d0\u3068\u3057\u3066\u3001\u30d1\u30b9\u306e\u9577\u3055\u3092\u77ed\u304f\u3059\u308b\u305f\u3081\u306b\u3001C:\/app\u3068\u3044\u3046\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3057\u3066\u3044\u304f\u3068\u3044\u3046\u5f62\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30a2\u30d7\u30ea\u306e\u540d\u524d\u306fdesktopapp\u3068\u3044\u3046\u3053\u3068\u306b\u3057\u307e\u3057\u3087\u3046\u3002 \u307e\u305a\u306f\u3001DesktopDeployR\u3092C:\/app\u306bGithub\u304b\u3089\u30af\u30ed\u30fc\u30f32\u3057\u307e\u3057\u3087\u3046\u3002\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u304b\u3089\u6b21\u306e\u3088\u3046\u306b\u5165\u529b\u3057\u307e\u3059\u3002 cd C:\/app git clone https:\/\/github.com\/wleepang\/DesktopDeployR.git desktopapp \u307e\u305f\u3001\u4f5c\u696d\u306e\u5c65\u6b74\u3092\u6b8b\u3059\u305f\u3081\u306b\u3001\u30d6\u30e9\u30f3\u30c1\u3092\u4f5c\u6210\u3057\u3066\u304a\u304d\u307e\u3059\u3002 cd desktopapp git checkout -b MyApplication \u3053\u3053\u307e\u3067\u306e\u624b\u9806\u3067\u3001\u30a2\u30d7\u30ea\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5229\u7528\u3059\u308b\u6e96\u5099\u306f\u5b8c\u4e86\u3067\u3059\u3002 R-portable\u3092\u4fdd\u5b58\u3059\u308b Shiny\u30a2\u30d7\u30ea\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u5316\u3092\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u300cR\u672c\u4f53\u300d\u3092\u30a2\u30d7\u30ea\u306b\u542b\u3093\u3067\u3042\u3052\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a2\u30d7\u30ea\u306e\u4e2d\u306b\u5165\u308c\u308b\u305f\u3081\u306e\u300cR\u672c\u4f53\u300d\u3001R-portable\u3092\u6b21\u306e\u30ea\u30f3\u30af\u5148\u304b\u3089\u5165\u624b\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002 https:\/\/sourceforge.net\/projects\/rportable\/ \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d5\u30a1\u30a4\u30eb\u306fexe\u30d5\u30a1\u30a4\u30eb\u306a\u306e\u3067\u3001\u4fdd\u5b58\u5834\u6240\u3092\u3001C:\/app\/desktopapp\/dist\/R-Portable\u306b\u6307\u5b9a\u3057\u305f\u3046\u3048\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u305d\u3046\u3059\u308b\u3068\u3001\u4fdd\u5b58\u5834\u6240\u306bR-portable\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u307e\u3059\u3002 \u30a2\u30d7\u30ea\u306e\u4f5c\u6210 app\/shiny\u306e\u4e2d\u306b\u30a2\u30d7\u30ea\u3092\u4f5c\u6210 R-portable\u306e\u5c0e\u5165\u307e\u3067\u7d42\u308f\u3063\u305f\u3089\u5f8c\u306f\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3059\u308b\u3060\u3051\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4ee5\u524d\u4f5c\u6210\u3057\u305fNDB\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3059\u308b\u969b\u306b\u5229\u7528\u3057\u305f\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u3066\u533b\u85ac\u54c1\u306e\u51e6\u65b9\u4ef6\u6570\u3092\u63cf\u753b\u3059\u308b\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3057\u305f\u3002 \u3053\u306e\u30ec\u30dd\u30b8\u30c8\u30ea\u306b\u304a\u3044\u3066\u3042\u308a\u307e\u3059\u3002 \u307e\u305f\u3001\u30a2\u30d7\u30ea\u306e\u30b5\u30fc\u30d0\u30fc\u90e8\u5206\u306b\u306f\u5fc5\u305a\u3001 session$onSessionEnded(function() { stopApp() }) \u3068\u3044\u3046\u547d\u4ee4\u3092\u3044\u308c\u3066\u304a\u304b\u306a\u3044\u3068\u3001\u8d77\u52d5\u3057\u305f\u30a2\u30d7\u30ea\u306e\u753b\u9762\u3092\u9589\u3058\u3066\u3082R\u304c\u52d5\u304d\u3064\u3065\u3051\u3066\u3001\u610f\u56f3\u3057\u306a\u3044\u6319\u52d5\u3068\u306a\u3063\u305f\u305f\u3081\u3001\u30d6\u30e9\u30a6\u30b6\u3092\u9589\u3058\u305f\u3089\u30a2\u30d7\u30ea\u305d\u306e\u3082\u306e\u3092\u6b62\u3081\u308b\u547d\u4ee4\u3092\u5165\u308c\u3066\u304a\u304f\u3053\u3068\u3001\u91cd\u8981\u305d\u3046\u3067\u3059\u3002 app\/app.R\u306e\u7de8\u96c6 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\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u6307\u5b9a app\/packages.txt\u5185\u306b\u3001\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u8a18\u8ff0\u3057\u3066\u3042\u3052\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001CRAN\u306b\u306a\u3044\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u6307\u5b9a\u306f\u5225\u9014\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u307f\u305f\u3044\u3067\u3059\u3002\u4eca\u56de\u306e\u5834\u5408\u306fCRAN\u306b\u3042\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3057\u304b\u5229\u7528\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u3053\u3053\u306f\u6c17\u306b\u3057\u306a\u304f\u3066\u3082\u826f\u3055\u305d\u3046\u3067\u3059\u3002 \u30a2\u30d7\u306e\u4e2d\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u5168\u3066app\/packages.txt\u306b\u8a18\u8f09\u3057\u3066\u3042\u3052\u307e\u3059\u3002 \u30a2\u30d7\u30ea\u306e\u8aac\u660e\u306e\u8a18\u8f09 desktopapp\/app\/config.cfg\u306bJSON\u3063\u307d\u3044\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u304c\u3042\u308b\u306e\u3067\u8a2d\u5b9a\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u4eca\u56de\u306f\u5b9f\u9a13\u7684\u306a\u610f\u5473\u5408\u3044\u304c\u9ad8\u3044\u306e\u3067\u3001\u6700\u4f4e\u9650\u306e\u8a2d\u5b9a\u3060\u3051\u66f8\u304d\u63db\u3048\u3066\u30012\u884c\u76ee\u3067\u30a2\u30d7\u30ea\u540d\u3092\u6307\u5b9a\u3059\u308b\u3060\u3051\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002 &#8220;appname&#8221;: &#8220;NDB\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30a2\u30d7\u30ea&#8221;, \u3042\u3068\u3001\u5b9f\u884c\u3059\u308bR\u306e\u30d1\u30b9\u304cR-portable\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u306e\u3067\u3001 41-43\u884c\u76ee\u4ed8\u8fd1\u306e\u3001 &#8220;r_exec&#8221;: { &#8220;home&#8221;: &#8220;C:\\\\Program Files\\\\R\\\\R-4.0.2\\\\bin&#8221; }, \u3092\u3001 &#8220;r_exec&#8221;: { &#8220;home&#8221;: &#8220;dist\\\\R-Portable\\\\App\\\\R-Portable\\\\bin\\\\&#8221; }, \u3068\u66f8\u304d\u63db\u3048\u3066\u304a\u304d\u307e\u3059\u3002 bat\u30d5\u30a1\u30a4\u30eb\u306e\u540d\u524d\u306e\u5909\u66f4 desktopapp\/appname.bat\u3068\u3044\u3046\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u3001\u597d\u304d\u306a\u540d\u524d\u306b\u5909\u66f4\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u4eca\u56de\u306f\u3001\u4e0a\u306e\u8a2d\u5b9a\u3067\u5229\u7528\u3057\u305f\u540d\u524d\u3092\u305d\u306e\u307e\u307e\u5229\u7528\u3057\u3066\u307f\u307e\u3059\u3002\u306a\u306e\u3067\u3001desktopapp\/NDB\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30a2\u30d7\u30ea.bat\u3068\u3057\u3066\u304a\u304d\u307e\u3059\u3002 \u4ee5\u4e0a\u3067\u3067\u304d\u3042\u304c\u308a\u3067\u3059\uff01 \u3042\u3068\u306f\u914d\u5e03\u3067\u304d\u308b\u5f62\u306b\u3057\u3066\u3044\u304f\u3060\u3051\u3067\u3059\u3002 \u914d\u5e03\u306e\u6e96\u5099 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\u3053\u306e\u30b5\u30a4\u30c8\u304b\u3089\u3001InnoSetup\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30d1\u30bd\u30b3\u30f3\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u305d\u308c\u3067\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u305fInnoSetup Compilar\u3092\u8d77\u52d5\u3057\u3066\u3001 \u6b21\u306e\u3088\u3046\u306a\u624b\u9806\u3067\u3001InnoSetup\u306e\u30a6\u30a3\u30b6\u30fc\u30c9\u3092\u3059\u3059\u3081\u307e\u3059\u3002InnoSetup\u3001\u307e\u3060\u4f7f\u3044\u65b9\u3082\u3088\u304f\u308f\u304b\u3063\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u3068\u308a\u3042\u3048\u305a\u4eca\u56de\u306e\u30b5\u30f3\u30d7\u30eb\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u3068\u3063\u305f\u624b\u9806\u3092\u8a18\u9332\u3057\u3066\u304a\u304d\u307e\u3059\u3002\uff08\u8a73\u3057\u3044\u65b9\u304c\u3044\u3089\u3063\u3057\u3083\u3063\u305f\u3089\u6559\u3048\u3066\u4e0b\u3055\u3044\uff09 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