{"id":2923,"date":"2016-08-22T10:53:08","date_gmt":"2016-08-22T01:53:08","guid":{"rendered":"http:\/\/sitest.jp\/blog\/?p=2923"},"modified":"2016-12-06T20:06:54","modified_gmt":"2016-12-06T11:06:54","slug":"%e3%82%b7%e3%82%b9%e3%83%86%e3%83%a0%e9%81%8b%e7%94%a8%e3%81%ae%e5%bc%b7%e3%81%84%e5%91%b3%e6%96%b9%ef%bc%81%e3%83%87%e3%83%bc%e3%82%bf%e5%8f%af%e8%a6%96%e5%8c%96%e3%83%84%e3%83%bc%e3%83%abkibana","status":"publish","type":"post","link":"https:\/\/sitest.jp\/blog\/?p=2923","title":{"rendered":"\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u306e\u5f37\u3044\u5473\u65b9\uff01\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30ebKibana\u306e\u4f7f\u3044\u65b9"},"content":{"rendered":"<p>\u30b7\u30b9\u30c6\u30e0\u30ed\u30b0\u3084\u30a8\u30e9\u30fc\u30ed\u30b0\u3068\u3044\u3046\u306e\u306f\u3001\u958b\u767a\u3092\u884c\u3046\u4e0a\u3067\u306f\u4e0d\u53ef\u6b20\u3067\u3042\u308a\u3001\u7a3c\u50cd\u4e2d\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u904b\u7528\u3092\u884c\u3063\u3066\u3044\u304f\u3046\u3048\u3067\u3082\u73fe\u72b6\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u72b6\u614b\u3084\u30a8\u30e9\u30fc\u767a\u751f\u6642\u306e\u904e\u53bb\u306e\u52d5\u4f5c\u3092\u77e5\u308b\u624b\u639b\u304b\u308a\u306e\u4e00\u3064\u3068\u306a\u308a\u307e\u3059\u3002<br \/>\n\u5f0a\u793e\u3067\u306f\u300cfluentd + Elasticsearch + Kibana\u300d\u3092\u5229\u7528\u3057\u3066\u30ed\u30b0\u3092\u7ba1\u7406\u3057\u3066\u304a\u308a\u307e\u3059\u304c\u3001\u4eca\u56de\u306f\u305d\u306e\u4e2d\u3067\u3082\u30ed\u30b0\u3092\u30b0\u30e9\u30d5\u7b49\u3067\u8996\u899a\u7684\u306b\u308f\u304b\u308a\u3084\u3059\u304f\u8868\u793a\u3059\u308b\u30c4\u30fc\u30eb\u300eKibana\u300f\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u203b\u3053\u3053\u3067\u306f\u5f0a\u793e\u304c\u5c0e\u5165\u3057\u3066\u3044\u308bKibana4\u3092\u3054\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<p><!--more--><\/p>\n<p><img loading=\"lazy\" src=\"https:\/\/storage.googleapis.com\/sitest-wp\/blog\/wp-content\/uploads\/2016\/06\/2927926911-work-731198_1920-3Y4-640x426-MM-100-300x199.jpg\" alt=\"2927926911-work-731198_1920-3Y4-640x426-MM-100\" width=\"300\" height=\"199\" class=\"alignleft size-medium wp-image-2926\" \/><\/p>\n<div class=\"frame_headding\">\n<h3 style=\"text-align: left;\">Kibana\u3068\u306f\uff1f<br \/>\n<\/h3>\n<\/div>\n<p><img loading=\"lazy\" src=\"https:\/\/storage.googleapis.com\/sitest-wp\/blog\/wp-content\/uploads\/2016\/06\/Kibana-Logo-Color-H-300x136.png\" alt=\"Kibana-Logo-Color-H\" width=\"300\" height=\"136\" class=\"alignleft size-medium wp-image-2925\" \/><\/p>\n<p>Kibana is an open source analytics and visualization platform designed to work with Elasticsearch. You use Kibana to search, view, and interact with data stored in Elasticsearch indices. You can easily perform advanced data analysis and visualize your data in a variety of charts, tables, and maps.<br \/>\n(\u8a33\uff1aKibana\u306fElasticsearch\u3067\u52d5\u4f5c\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5206\u6790\u3068\u53ef\u8996\u5316\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u691c\u7d22\u30d3\u30e5\u30fc\u3001\u304a\u3088\u3073Elasticsearch\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306b\u683c\u7d0d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3068\u5bfe\u8a71\u3059\u308b\u305f\u3081\u306bKibana\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u7c21\u5358\u306b\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5b9f\u884c\u3057\u3001\u30b0\u30e9\u30d5\u3001\u8868\u3001\u304a\u3088\u3073\u30de\u30c3\u30d7\u306e\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002)\u3000\u203b<a href=\"https:\/\/www.elastic.co\/guide\/en\/kibana\/current\/introduction.html\" title=\"\u516c\u5f0f\u30b5\u30a4\u30c8\" rel=\"nofollow\"  target=\"_blank\">\u516c\u5f0f\u30b5\u30a4\u30c8<\/a>\u3088\u308a<\/p>\n<p>Elasticsearch\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u5927\u91cf\u306eLog\u30c7\u30fc\u30bf\u3092\u30b0\u30e9\u30d5\u3084\u8868\u3067\u8996\u899a\u7684\u306b\u8868\u793a\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<br \/>\n\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u81ea\u5206\u306ePC\u3084\u30b5\u30fc\u30d0\u30fc\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u3001\u30d6\u30e9\u30a6\u30b6\u3067\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"frame_headding\">\n<h3 style=\"text-align: left;\">Kiabana\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5<\/h3>\n<\/div>\n<h3 style=\"text-align: left\">\u25c6\u524d\u63d0\u6761\u4ef6<\/h3>\n<ul>\n<li>&#8211; Elasticsearch 2.3\u4ee5\u4e0a<\/li>\n<li>&#8211; \u30d6\u30e9\u30a6\u30b6(Kibana4 \u306f IE10\u4ee5\u4e0a\u3001\u30e2\u30d0\u30a4\u30eb\u30d6\u30e9\u30a6\u30b6\u3067\u3082\u52d5\u4f5c\u3059\u308b\u3088\u3046\u3067\u3059)<\/li>\n<li>&#8211; JVM\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f<\/li>\n<\/ul>\n<div style=\"margin-bottom: 2em\"><\/div>\n<h3 style=\"text-align: left\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\u3084\u4ed6\u306e\u30d6\u30ed\u30b0\u7b49\u3067\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u5272\u611b\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.elastic.co\/guide\/en\/kibana\/current\/setup.html\" title=\"Kibana\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\" rel=\"nofollow\"  target=\"_blank\">Kibana\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5<\/a><\/p>\n<h3 style=\"text-align: left\">\u25c6\u8a2d\u5b9a<\/h3>\n<p>Kibana\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u30b5\u30fc\u30d0\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u3001Elasticsearch\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\u3092\u6307\u5b9a\u3059\u308b\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u306e\u3067\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u691c\u7d22\u3057\u3001\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u3068\u304d\u3001Timestamp\u3068\u306a\u308b\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u6307\u5b9a\u3057\u305f\u5834\u5408\u306fKibana\u4e0a\u3067\u76f4\u611f\u7684\u306b\u65e5\u6642\u306b\u3088\u308b\u7d5e\u8fbc\u307f\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30ed\u30b0\u30c7\u30fc\u30bf\u306f\u5bb9\u6613\u306b\u5927\u91cf\u306b\u306a\u308a\u307e\u3059\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u3092\u7a3c\u50cd\u3057\u3064\u3065\u3051\u308c\u3070\u7121\u9650\u306b\u5897\u3048\u307e\u3059\u3002\u3067\u304d\u308b\u3060\u3051\u65e5\u6642\u3092\u6307\u5b9a\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"frame_headding\">\n<h3 style=\"text-align: left;\">\u6a5f\u80fd<\/h3>\n<\/div>\n<p>Kibana 4 \u306b\u306f<\/p>\n<ul>\n<li>&#8211; Discover<\/li>\n<li>&#8211; Visualize<\/li>\n<li>&#8211; Dashboard<\/li>\n<li>&#8211; Setting<\/li>\n<\/ul>\n<div style=\"margin-bottom: 2em\"><\/div>\n<p>\u306e4\u3064\u306e\u30bf\u30d6(\u30e1\u30cb\u30e5\u30fc)\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u9806\u756a\u306b\u305d\u308c\u305e\u308c\u306e\u30e1\u30cb\u30e5\u30fc\u3092\u3054\u8aac\u660e\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<h3 style=\"text-align: left\">\u25c6Discover<\/h3>\n<p><img loading=\"lazy\" src=\"https:\/\/storage.googleapis.com\/sitest-wp\/blog\/wp-content\/uploads\/2016\/06\/TFL-CompletedTrips.jpg\" alt=\"TFL-CompletedTrips\" width=\"720\" height=\"389\" class=\"alignleft size-full wp-image-2933\" \/><br \/>\n\u30ed\u30b0\u30c7\u30fc\u30bf\u306e\u691c\u7d22\u3092\u884c\u3044\u307e\u3059\u3002<br \/>\n\u753b\u9762\u4e0a\u90e8\u306b\u691c\u7d22\u7528\u306e\u30a4\u30f3\u30d7\u30c3\u30c8\u304c\u3042\u308a\u3001\u521d\u671f\u5024\u306f\u300c*\u300d\u3068\u306a\u3063\u3066\u3044\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u5168\u4ef6\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u72b6\u614b\u3067\u3059\u3002<br \/>\n\u691c\u7d22\u306b\u306fLucene\u306e<a href=\"https:\/\/lucene.apache.org\/core\/2_9_4\/queryparsersyntax.html\" title=\"\u30af\u30a8\u30ea\u30b7\u30f3\u30bf\u30c3\u30af\u30b9\" rel=\"nofollow\"  target=\"_blank\">\u30af\u30a8\u30ea\u30b7\u30f3\u30bf\u30c3\u30af\u30b9<\/a>\u304b<a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/\/query-dsl.html\" title=\"Elasticsearch\u306eDSL\" rel=\"nofollow\"  target=\"_blank\">Elasticsearch\u306eDSL<\/a>\u3092\u4f7f\u7528\u51fa\u6765\u307e\u3059\u3002<\/p>\n<p>\u4e00\u5ea6\u691c\u7d22\u3057\u305f\u691c\u7d22\u30af\u30a8\u30ea\u306f\u4fdd\u5b58\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3067\u304d\u3001\u4fdd\u5b58\u3057\u305f\u3082\u306e\u304b\u3089\u547c\u3073\u51fa\u3057\u3066\u518d\u5ea6\u5b9f\u884c\u3059\u308b\u6a5f\u80fd\u3082\u3042\u308a\u307e\u3059\u3002\u4fdd\u5b58\u306f\u30b5\u30fc\u30d0\u30fc\u5185\u306b\u3055\u308c\u308b\u305f\u3081\u3001\u30e1\u30f3\u30d0\u30fc\u5168\u54e1\u3067\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u5927\u5909\u4fbf\u5229\u3067\u3059\u3002<\/p>\n<p>\u5de6\u306e\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u8868\u793a\u5bfe\u8c61\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3082\u6307\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u76ee\u7684\u306e\u30c7\u30fc\u30bf\u306b\u30d5\u30a9\u30fc\u30ab\u30b9\u3057\u3066\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u306d\u3002<\/p>\n<h3 style=\"text-align: left\">\u25c6Visualize<\/h3>\n<p><img loading=\"lazy\" src=\"https:\/\/storage.googleapis.com\/sitest-wp\/blog\/wp-content\/uploads\/2016\/06\/TFL-CommuteHistogram.jpg\" alt=\"TFL-CommuteHistogram\" width=\"720\" height=\"481\" class=\"alignleft size-full wp-image-2934\" \/><br \/>\n\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u30b0\u30e9\u30d5\u3084\u8868\u3067\u8868\u793a\u3057\u307e\u3059\u3002<br \/>\n\u8868\u793a\u3059\u308b\u5f62\u5f0f\u3092\u9078\u629e\u3057\u3001Discover\u540c\u69d8\u691c\u7d22\u30af\u30a8\u30ea\u3092\u5165\u529b\u3059\u308b\u3068\u691c\u7d22\u7d50\u679c\u3092\u9078\u629e\u3057\u305f\u8868\u793a\u5f62\u5f0f\u3067\u8868\u793a\u3057\u3066\u304f\u308c\u307e\u3059\u3002<br \/>\nDiscover\u3067\u4fdd\u5b58\u3057\u305f\u691c\u7d22\u30af\u30a8\u30ea\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u8868\u793a\u3059\u308b\u5f62\u5f0f\u306f<\/p>\n<ul>\n<li>&#8211; Area chart : \u9762\u30b0\u30e9\u30d5<\/li>\n<li>&#8211; Data table\uff1a\u8868<\/li>\n<li>&#8211; Line chart\uff1a\u6298\u308c\u7dda\u30b0\u30e9\u30d5<\/li>\n<li>&#8211; Markdown widget\uff1a\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u5f62\u5f0f\u306e\u5165\u529b\u30d5\u30a9\u30fc\u30e0(\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u7528)<\/li>\n<li>&#8211; Metric\uff1a\u6570\u5b57<\/li>\n<li>&#8211; Pie chart\uff1a\u5186\u30b0\u30e9\u30d5<\/li>\n<li>&#8211; Tile map\uff1a\u5730\u56f3<\/li>\n<li>&#8211; Vertical bar chart\uff1a\u68d2\u30b0\u30e9\u30d5<\/li>\n<\/ul>\n<div style=\"margin-bottom: 2em\"><\/div>\n<p>\u304b\u3089\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u691c\u7d22\u30af\u30a8\u30ea\u5165\u529b(\u9078\u629e)\u5f8c\u3001\u30b0\u30e9\u30d5\u306e\u5834\u5408\u306fX\u8ef8-Y\u8ef8\u306b\u8868\u793a\u3057\u305f\u3044\u5024\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<br \/>\nSQL\u306e group by \u306e\u3088\u3046\u306b\u5024\u3092\u30b0\u30eb\u30fc\u30d4\u30f3\u30b0\u3057\u305f\u308a\u3001\u5024\u306e\u7bc4\u56f2\u3092\u7d5e\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<br \/>\n\u30b0\u30e9\u30d5\u306e\u5206\u5272\u3084\u8272\u5473\u306e\u5909\u66f4\u3082\u3067\u304d\u307e\u3059\u306e\u3067\u3001\u3053\u3053\u3067\u898b\u305f\u3044\u30b0\u30e9\u30d5\u3092\u8868\u73fe\u3057\u3066\u3044\u304f\u3053\u3068\u306b\u306a\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h3 style=\"text-align: left\">\u25c6Dashboard<\/h3>\n<p><img loading=\"lazy\" src=\"https:\/\/storage.googleapis.com\/sitest-wp\/blog\/wp-content\/uploads\/2016\/06\/TFL-Dashboard.jpg\" alt=\"TFL-Dashboard\" width=\"720\" height=\"452\" class=\"alignleft size-full wp-image-2935\" \/><br \/>\nVisualize\u3067\u4fdd\u5b58\u3057\u305f\u30b0\u30e9\u30d5\u3084\u8868\u30fbMap\u3092\u81ea\u7531\u306b\u914d\u7f6e\u3057\u3066\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u81ea\u5206\u9054\u304c\u666e\u6bb5\u8868\u793a\u3057\u3066\u304a\u304d\u305f\u3044\u60c5\u5831\u30921\u753b\u9762\u3067\u540c\u6642\u306b\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u914d\u7f6e\u3084\u5927\u304d\u3055\u3082\u81ea\u7531\u81ea\u5728\u306a\u306e\u3067\u3001<br \/>\n\u898b\u3066\u3044\u308b\u3060\u3051\u3067\u98fd\u304d\u306a\u3044\u3088\u3046\u306a\u30ab\u30c3\u30b3\u30a4\u30a4\u753b\u9762\u3082\u4f5c\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\nKibana\u306e\u76ee\u7684\u306f\u3053\u306e\u753b\u9762\u3092\u4f5c\u308a\u51fa\u3059\u3053\u3068\u304c\u30b4\u30fc\u30eb\u3068\u3082\u8a00\u3048\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u306d\u3002<\/p>\n<h3 style=\"text-align: left\">\u25c6Setting<\/h3>\n<p>Elasticsearch\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<br \/>\nKibana\u30a2\u30af\u30bb\u30b9\u6642\u306b\u4e00\u756a\u6700\u521d\u306b\u9077\u79fb\u3057\u305f\u6a5f\u80fd\u3067\u3059\u3002<br \/>\n\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306f\u8907\u6570\u6307\u5b9a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u306e\u3067\u3001Dashboard\u306b\u8868\u793a\u3059\u308b\u30b0\u30e9\u30d5\u3082\u8907\u6570\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u540c\u6642\u306b\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3000\u3044\u308d\u3044\u308d\u3068\u5922\u304c\u81a8\u3089\u307f\u305d\u3046\u3067\u3059\uff01<\/p>\n<div class=\"frame_headding\">\n<h3 style=\"text-align: left;\">\u307e\u3068\u3081<\/h3>\n<\/div>\n<p>Kibana\u306e\u4f7f\u3044\u65b9\u3068\u5404\u6a5f\u80fd\u306e\u8aac\u660e\u3092\u7c21\u5358\u306b\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3057\u305f\u3002<br \/>\n\u7c21\u5358\u306a\u30b0\u30e9\u30d5\u3084\u8868\u3067\u3042\u308c\u3070\u76f4\u611f\u7684\u306b\u3069\u3093\u3069\u3093\u4f5c\u308c\u3061\u3083\u3044\u305d\u3046\u3067\u3059\u304c\u3001\u96e3\u3057\u3044\u89e3\u6790\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u4eca\u56de\u7d39\u4ecb\u3067\u304d\u306a\u304b\u3063\u305f\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u3044\u3046\u6a5f\u80fd\u3067\u3001\u3088\u308a\u8a73\u7d30\u306b\u5206\u5272\u3057\u3066\u691c\u7d22\u30fb\u96c6\u8a08\u30fb\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3044\u308d\u3093\u306a\u30b0\u30e9\u30d5\u3092\u4f5c\u3063\u3066Dashboard\u306b\u8868\u793a\u3067\u304d\u305f\u6642\u306b\u306f\u611f\u52d5\u3082\u306e\u3067\u3059\u306e\u3067\u3001\u30ed\u30b0\u306e\u89e3\u6790\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u3044\u308d\u3044\u308d\u306a\u30c7\u30fc\u30bf\u3092Elasticsearch\u306b\u6295\u5165\u3057\u3066Kibana\u3067\u8868\u793a\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30b7\u30b9\u30c6\u30e0\u30ed\u30b0\u3084\u30a8\u30e9\u30fc\u30ed\u30b0\u3068\u3044\u3046\u306e\u306f\u3001\u958b\u767a\u3092\u884c\u3046\u4e0a\u3067\u306f\u4e0d\u53ef\u6b20\u3067\u3042\u308a\u3001\u7a3c\u50cd\u4e2d\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u904b\u7528\u3092\u884c\u3063\u3066\u3044\u304f\u3046\u3048\u3067\u3082\u73fe\u72b6\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u72b6\u614b\u3084\u30a8\u30e9\u30fc\u767a\u751f\u6642\u306e\u904e\u53bb\u306e\u52d5\u4f5c\u3092\u77e5\u308b\u624b\u639b\u304b\u308a\u306e\u4e00\u3064\u3068\u306a\u308a\u307e\u3059\u3002 \u5f0a\u793e\u3067\u306f\u300cfluentd + Elasticsearch + Kibana\u300d\u3092\u5229\u7528\u3057\u3066\u30ed\u30b0\u3092\u7ba1\u7406\u3057\u3066\u304a\u308a\u307e\u3059\u304c\u3001\u4eca\u56de\u306f\u305d\u306e\u4e2d\u3067\u3082\u30ed\u30b0\u3092\u30b0\u30e9\u30d5\u7b49\u3067\u8996\u899a\u7684\u306b\u308f\u304b\u308a\u3084\u3059\u304f\u8868\u793a\u3059\u308b\u30c4\u30fc\u30eb\u300eKibana\u300f\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2925,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[27,34],"tags":[],"acf":false,"_links":{"self":[{"href":"https:\/\/sitest.jp\/blog\/wp-json\/wp\/v2\/posts\/2923"}],"collection":[{"href":"https:\/\/sitest.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sitest.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sitest.jp\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sitest.jp\/blog\/wp-json\/wp\/v2\/comments?post=2923"}],"version-history":[{"count":13,"href":"https:\/\/sitest.jp\/blog\/wp-json\/wp\/v2\/posts\/2923\/revisions"}],"predecessor-version":[{"id":7010,"href":"https:\/\/sitest.jp\/blog\/wp-json\/wp\/v2\/posts\/2923\/revisions\/7010"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sitest.jp\/blog\/wp-json\/wp\/v2\/media\/2925"}],"wp:attachment":[{"href":"https:\/\/sitest.jp\/blog\/wp-json\/wp\/v2\/media?parent=2923"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sitest.jp\/blog\/wp-json\/wp\/v2\/categories?post=2923"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sitest.jp\/blog\/wp-json\/wp\/v2\/tags?post=2923"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}