{"id":37417,"date":"2020-09-29T10:00:45","date_gmt":"2020-09-29T01:00:45","guid":{"rendered":"https:\/\/www.creationline.com\/?p=37417"},"modified":"2021-06-13T17:54:31","modified_gmt":"2021-06-13T08:54:31","slug":"elastic-stack%e3%81%a7google%e3%83%89%e3%83%a9%e3%82%a4%e3%83%96%e7%9b%a3%e6%9f%bb%e3%82%92%e3%82%84%e3%81%a3%e3%81%a6%e3%81%bf%e3%81%9f-elastic-elasticsearch","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/data-management\/elastic\/37417","title":{"rendered":"Elastic Stack\u3067Google\u30c9\u30e9\u30a4\u30d6\u76e3\u67fb\u3092\u3084\u3063\u3066\u307f\u305f #elastic #elasticsearch"},"content":{"rendered":"<p>\n\t\t<!--HubSpot Call-to-Action Code -->\n\t\t<span class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-57efde1c-c711-40b2-982f-d8639bacca6c\">\n\t\t<span class=\"hs-cta-node hs-cta-57efde1c-c711-40b2-982f-d8639bacca6c\" id=\"57efde1c-c711-40b2-982f-d8639bacca6c\">\n\t\t<!--[if lte IE 8]>\n\t\t<div id=\"hs-cta-ie-element\"><\/div>\n\t\t<![endif]-->\n\t\t<a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/6168413\/57efde1c-c711-40b2-982f-d8639bacca6c\" >\n\t\t<img decoding=\"async\" class=\"hs-cta-img\" id=\"hs-cta-img-57efde1c-c711-40b2-982f-d8639bacca6c\" style=\"border-width:0px;\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/6168413\/57efde1c-c711-40b2-982f-d8639bacca6c.png\"  alt=\"New call-to-action\"\/>\n\t\t<\/a>\n\t\t<\/span>\n\t\t<script charset=\"utf-8\" src=\"\/\/js.hubspot.com\/cta\/current.js\"><\/script>\n\t\t<script>\n\t\thbspt.cta.load(6168413, '57efde1c-c711-40b2-982f-d8639bacca6c', {});\n\t\t<\/script>\n\t\t<\/span>\n\t\t<!-- end HubSpot Call-to-Action Code -->\n\t\t<br \/>\n<\/p>\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<hr \/>\n<p>\u3053\u308c\u307e\u3067\u3001Windows\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u3067Office\u30d5\u30a1\u30a4\u30eb\u306e\u5171\u6709\u3084\u7ba1\u7406\u3057\u3066\u3044\u305f\u304c<br \/>\n\u6628\u4eca\u3067\u306f\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30b9\u30c8\u30ec\u30fc\u30b8\u30b5\u30fc\u30d3\u30b9\u306b\u79fb\u884c\u3092\u3055\u308c\u3066\u3044\u308b\u4f01\u696d\u304c\u304b\u306a\u308a\u5897\u3048\u305f\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p>G Suite\u306eGoogle\u30c9\u30e9\u30a4\u30d6\u306b\u79fb\u884c\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u7ba1\u7406\u3055\u308c\u3066\u3044\u308b\u65b9\u3082\u591a\u3044\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002<br \/>\n\u30aa\u30f3\u30e9\u30a4\u30f3\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u79fb\u884c\u3059\u308b\u3053\u3068\u3067\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u306e\u7ba1\u7406\u8ca0\u62c5\u304b\u3089\u89e3\u653e\u3055\u308c\u308b\u4e00\u65b9<br \/>\n\u5229\u7528\u72b6\u6cc1\u3092\u9069\u5207\u306b\u628a\u63e1\u3057\u3066\u304a\u304b\u306a\u3044\u3068\u6a5f\u5bc6\u60c5\u5831\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002<br \/>\n\u305d\u306e\u305f\u3081\u3001GSuite\u3067\u306f<a href=\"https:\/\/support.google.com\/a\/answer\/4579696?hl=ja\" title=\"\u30c9\u30e9\u30a4\u30d6\u306e\u76e3\u67fb\u30ed\u30b0\">\u30c9\u30e9\u30a4\u30d6\u306e\u76e3\u67fb\u30ed\u30b0<\/a>\u306e\u30ec\u30dd\u30fc\u30c8\u6a5f\u80fd\u304c\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5229\u7528\u3067\u304d\u308bG Suite\u306e\u30a8\u30c7\u30a3\u30b7\u30e7\u30f3\u306b\u5236\u7d04\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u4e8b\u524d\u306b\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3057\u3087\u3046\uff01<\/p>\n<blockquote><p>\u3053\u306e\u6a5f\u80fd\u306f\u3001G Suite Business\u3001G Suite for Education\u3001G Suite Enterprise\u3001G Suite Essentials \u3067\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p><\/blockquote>\n<p>\u672c\u6295\u7a3f\u306f\u3001G Suite\u306e\u30c9\u30e9\u30a4\u30d6\u306e\u76e3\u67fb\u30ed\u30b0\u3092Elastic Stack\u306b\u53d6\u308a\u8fbc\u3093\u3067<br \/>\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u67fb\u3092\u3059\u308b\u305f\u3081\u306e\u74b0\u5883\u69cb\u7bc9\u3068Kibana\u3067\u306e\u7c21\u5358\u306a\u64cd\u4f5c\u3092\u307e\u3068\u3081\u305f\u5185\u5bb9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u3060\u30d9\u30fc\u30bf\u7248\u3067\u3059\u304c\u3001Filebeat 7.9\u304b\u3089Filebeat Modules\u3068\u3057\u3066\u767b\u5834\u3057\u305f<a href=\"https:\/\/www.elastic.co\/guide\/en\/beats\/filebeat\/7.9\/filebeat-module-gsuite.html\" title=\"GSuite module\">GSuite module<\/a>\u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/p>\n<h2>\u5229\u7528\u74b0\u5883<\/h2>\n<table>\n<thead>\n<tr>\n<th>product<\/th>\n<th>version<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Filebeat<\/td>\n<td>7.9.0<\/td>\n<\/tr>\n<tr>\n<td>Elasticsearch<\/td>\n<td>7.9.0<\/td>\n<\/tr>\n<tr>\n<td>Kibana<\/td>\n<td>7.9.0<\/td>\n<\/tr>\n<tr>\n<td>OS (GCE VM)<\/td>\n<td>CentOS 7 (centos-7-v20200811)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u3010\u69cb\u6210\u56f3\u3011<\/strong><br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/a1a9febf-dafd-0b90-246a-91cfaa82ee9c.png\" alt=\"image.png\" \/><\/p>\n<h2>\u524d\u63d0\u6761\u4ef6<\/h2>\n<hr \/>\n<ul>\n<li>GCP\u306e\u6771\u4eac\u30ea\u30fc\u30b8\u30e7\u30f3(asia-northeast1)\u306eVM\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u304c\u3001GCP\u4ee5\u5916\u3067\u3082\u53ef\u80fd\u3067\u3059\u3002<\/li>\n<li>VM\u306eOS\u306b\u306fCentOS7\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u304c\u3001Elastic Stack 7.9\u4ee5\u964d\u304c\u5c0e\u5165\u53ef\u80fd\u306aOS\u3067\u3042\u308c\u3070OK\u3067\u3059\u3002<\/li>\n<li>\u52d5\u4f5c\u691c\u8a3c\u306e\u305f\u3081\u3001Filebeat\u30fbElasticsearch\u30fbKibana\u3092\u540c\u3058VM\u4e0a\u3067\u7a3c\u50cd\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>Kibana\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092HTTP\u3068\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u672c\u756a\u3067\u306fHTTPS\u306b\u3088\u308b\u6697\u53f7\u5316\u3092\u63a8\u5968\u3057\u307e\u3059\u3002<\/li>\n<li>\u5951\u7d04\u3057\u3066\u3044\u308bG Suite\u306e\u7ba1\u7406\u8005\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2>\u88dc\u8db3\u8aac\u660e<\/h2>\n<hr \/>\n<ul>\n<li>Google\u30c9\u30e9\u30a4\u30d6\u306e\u76e3\u67fb\u30ed\u30b0\u306e\u53d6\u5f97\u306b\u306f\u3001Admin SDK API\u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/li>\n<li>G Suite Module\u306e\u4ed5\u69d8\u3068\u3057\u3066\u3001GCP\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u305fOAUTH2\u8a8d\u8a3c\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<li>\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u5bfe\u3057\u3066\u3001\u300cG Suite\u30c9\u30e1\u30a4\u30f3\u5168\u4f53\u306e\u6a29\u9650\u306e\u59d4\u4efb\u300d\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<li>G Suite Module\u7528\u306eKibana\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u5b58\u5728\u3057\u307e\u305b\u3093\u3002(\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u30ed\u30fc\u30c9\u306f\u4e0d\u8981)<\/li>\n<\/ul>\n<blockquote><p>In order for filebeat to ingest data from the Google Reports API you must set up a ServiceAccount that has access to the Admin SDK API.<\/p>\n<p>Additionally Domain-Wide Delegation is required for your application to work properly.<\/p><\/blockquote>\n<h2>\u5b9f\u65bd\u624b\u9806<\/h2>\n<hr \/>\n<ol>\n<li>Admin SDK API (Report API) \u306e\u6709\u52b9\u5316<\/li>\n<li>\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210<\/li>\n<li>G Suite\u3078\u306e\u767b\u9332<\/li>\n<li>Elastic Stack\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/li>\n<li>Filebeat\u306e\u8a2d\u5b9a (Gsuite module\u306e\u6709\u52b9\u5316)<\/li>\n<li>Kibana\u3067\u306e\u76e3\u67fb\u30ed\u30b0\u691c\u8a3c<\/li>\n<\/ol>\n<h3>1. Admin SDK API (Report API) \u306e\u6709\u52b9\u5316<\/h3>\n<ul>\n<li>G Suite Admin SDK &gt; Create reports &gt; <a href=\"https:\/\/developers.google.com\/admin-sdk\/reports\/v1\/quickstart\/js\" title=\"Admin SDK Report API \u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\">Quickstart guide<\/a>\u3092\u958b\u304d\u307e\u3059\u3002<\/li>\n<li>\n<p>G Suite\u306e\u7ba1\u7406\u8005\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/80e7e216-6ecb-a862-150c-a0e1c5ab76e3.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p><strong>Enable the Reports API<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/f232d862-5807-41f5-99b5-fcba0a73866e.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>[Enter new project name]\u306b<strong>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u540d<\/strong>\u3092\u5165\u529b\u3057\u3001[NEXT]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002(\u540d\u524d\u306f\u4f55\u3067\u3082OK\u3067\u3059)<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/ac9744ba-a045-ec02-e485-c1d3673123f8.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>\u4f55\u3082\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u305b\u305a\u306b[DONE]\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u9589\u3058\u307e\u3059\u3002<\/p>\n<\/li>\n<li>G Suite\u306e\u7ba1\u7406\u8005\u30a2\u30ab\u30a6\u30f3\u30c8\u3067<a href=\"https:\/\/cloud.google.com\/gcp\/?hl=ja\" title=\"Google Cloud\">Google Cloud<\/a>\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002<\/li>\n<li>\u4f5c\u6210\u3057\u305f<strong>Get-ReportAPI-Filebeat<\/strong>\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<li>\u30e1\u30cb\u30e5\u30fc\u304b\u3089[API\u3068\u30b5\u30fc\u30d3\u30b9\u306e\u6709\u52b9\u5316] &gt; [\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9]\u3092\u9078\u629e\u3057\u3001<strong>Admin SDK<\/strong>\u304c\u5b58\u5728\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/5ee295b0-7313-91ed-a284-4f9c872b1bcb.png\" alt=\"image.png\" \/><\/li>\n<\/ul>\n<h3>2. \u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210<\/h3>\n<ul>\n<li>\u305d\u306e\u307e\u307e\u3001Google Cloud\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067[IAM\u3068\u7ba1\u7406] &gt; [\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8]\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<li>\n<p>[+\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/ce3b5c5e-e4cf-be48-0652-f30efe7fa363.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u540d\u3092\u5165\u529b\u3057\u3066\u3001[\u4f5c\u6210]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002 (\u4eca\u56de\u306f\u3001<strong>driveapi<\/strong>\u3068\u3057\u3066\u3044\u307e\u3059)<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/e846119b-256e-7ff3-6ac4-3ee921e219e6.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>[\u30ed\u30fc\u30eb\u3092\u9078\u629e]\u306f\u4f55\u3067\u3082\u826f\u3044\u306e\u3067\u3001\u9069\u5f53\u306b[Project] &gt; [\u30aa\u30fc\u30ca\u30fc]\u3068\u3057\u3001[\u7d9a\u884c]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/e06a0295-c1bc-29c5-514e-dab3559aa049.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>[\u30e6\u30fc\u30b6\u306b\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u3092\u4ed8\u4e0e(\u30aa\u30d7\u30b7\u30e7\u30f3)]\u306f\u4f55\u3082\u8a2d\u5b9a\u305b\u305a\u306b[\u5b8c\u4e86]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\u4f5c\u6210\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u9078\u629e\u3057\u3001[\u7de8\u96c6]\u30e2\u30fc\u30c9\u306b\u3057\u307e\u3059\u3002<\/li>\n<li>\n<p>[\u30c9\u30e1\u30a4\u30f3\u5168\u4f53\u306e\u59d4\u4efb\u306e\u8868\u793a]\u3092\u958b\u304d\u3001[G Suite\u30c9\u30e1\u30a4\u30f3\u5168\u4f53\u306e\u59d4\u4efb\u3092\u6709\u52b9\u306b\u3059\u308b]\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/79e4409c-6fe4-b48a-24af-a8462e14f025.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>\u305d\u306e\u307e\u307e\u30ad\u30fc\u3067[\u9375\u3092\u8ffd\u52a0]\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u79d8\u5bc6\u9375\u3092\u65b0\u898f\u4f5c\u6210\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/27d5b036-54da-5490-cb4c-147f28e166cc.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>JSON\u3092\u6307\u5b9a\u3057\u3001\u4f5c\u6210\u3059\u308b\u3068\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u7d10\u3065\u304f\u30af\u30ec\u30c7\u30f3\u30b7\u30e3\u30eb\u30d5\u30a1\u30a4\u30eb\u304c\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/77799634-108d-b051-9f5c-1768296e11ac.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<\/ul>\n<p>\u203b\u4eca\u56de\u306f\u3001<strong>get-reportapi-fi-XXXXXXXXXXXXX-30ebcd8990be.json<\/strong>\u3068\u3044\u3046\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h3>3. G Suite\u3078\u306e\u767b\u9332<\/h3>\n<ul>\n<li>\u7ba1\u7406\u8005\u30a2\u30ab\u30a6\u30f3\u30c8\u3067<a href=\"https:\/\/admin.google.com\/\" title=\"G Suite\u7ba1\u7406\u30b3\u30f3\u30bd\u30fc\u30eb\">G Suite\u7ba1\u7406\u30b3\u30f3\u30bd\u30fc\u30eb<\/a>\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002<\/li>\n<li>\n<p>[\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3] &gt; [\u30a2\u30d7\u30ea\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1] &gt; [\u30c9\u30e1\u30a4\u30f3\u5168\u4f53\u306e\u59d4\u4efb]\u3067<strong>\u30c9\u30e1\u30a4\u30f3\u5168\u4f53\u306e\u59d4\u4efb\u3092\u7ba1\u7406<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/eaed8415-97f6-b115-0416-edbf11376735.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>[\u65b0\u3057\u304f\u8ffd\u52a0]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/a9b1314f-d834-ce7a-7b07-2b62d8e0546b.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>[\u30af\u30e9\u30a4\u30a2\u30f3\u30c8ID]\u3068[Oauth\u30b9\u30b3\u30fc\u30d7]\u3092\u5165\u529b\u3057\u3001[\u627f\u8a8d]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/1b36f2b6-4264-855c-0c4f-78a3229026bf.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<\/ul>\n<p>\u203b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8ID\u306f\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u30af\u30ec\u30c7\u30f3\u30b7\u30e3\u30eb\u30d5\u30a1\u30a4\u30eb\u5185\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u203bOauth\u30b9\u30b3\u30fc\u30d7\u306f\u3001<a href=\"https:\/\/www.elastic.co\/guide\/en\/beats\/filebeat\/7.9\/_configure_the_module.html\" title=\"Configure the module\">Configure the module<\/a>\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002(<strong>oauth2 scope<\/strong>)<\/p>\n<h3>4. Elastic Stack\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n<ul>\n<li>Google Cloud\u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067[VPC\u30cd\u30c3\u30c8\u30ef\u30fc\u30af] &gt; [\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb]\u3067<strong>\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u30eb\u30fc\u30eb\u3092\u4f5c\u6210<\/strong>\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><strong>\u3010\u30d5\u30a1\u30a4\u30eb\u30a6\u30a9\u30fc\u30eb\u30eb\u30fc\u30eb\u3011<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u8a2d\u5b9a\u9805\u76ee<\/th>\n<th>\u8a2d\u5b9a\u5024<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u540d\u524d<\/td>\n<td>kibana-allow-access<\/td>\n<\/tr>\n<tr>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/td>\n<td>default<\/td>\n<\/tr>\n<tr>\n<td>\u512a\u5148\u5ea6<\/td>\n<td>999<\/td>\n<\/tr>\n<tr>\n<td>\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u65b9\u5411<\/td>\n<td>\u4e0a\u308a<\/td>\n<\/tr>\n<tr>\n<td>\u4e00\u81f4\u3057\u305f\u3068\u304d\u306e\u30a2\u30af\u30b7\u30e7\u30f3<\/td>\n<td>\u8a31\u53ef<\/td>\n<\/tr>\n<tr>\n<td>\u30bf\u30fc\u30b2\u30c3\u30c8<\/td>\n<td>\u6307\u5b9a\u3055\u308c\u305f\u30bf\u30fc\u30b2\u30c3\u30c8\u30bf\u30b0<\/td>\n<\/tr>\n<tr>\n<td>\u30bf\u30fc\u30b2\u30c3\u30c8\u30bf\u30b0<\/td>\n<td>elastic<\/td>\n<\/tr>\n<tr>\n<td>\u30bd\u30fc\u30b9\u30d5\u30a3\u30eb\u30bf<\/td>\n<td>IP\u7bc4\u56f2<\/td>\n<\/tr>\n<tr>\n<td>\u30bd\u30fc\u30b9IP\u306e\u7bc4\u56f2<\/td>\n<td>xxx.xxx.xxx.xxx\/32<\/td>\n<\/tr>\n<tr>\n<td>\u30d7\u30ed\u30c8\u30b3\u30eb\u3068\u30dd\u30fc\u30c8<\/td>\n<td>tcp:5601<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u203b\u30bd\u30fc\u30b9IP\u306e\u7bc4\u56f2\u306b\u306f\u3001\u8a31\u53ef\u3059\u308bIP\u30a2\u30c9\u30ec\u30b9\u3092\u5404\u81ea\u8a2d\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002(Kibana\u3078\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306b\u306a\u308a\u307e\u3059)<\/p>\n<ul>\n<li>CloudShell\u3067\u4f5c\u6210\u3059\u308b\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ gcloud compute firewall-rules create kibana-allow-access \\\n --network=default \\\n --priority=999 \\\n --direction=INGRESS \\\n --action=ALLOW \\\n --target-tags=elastic \\\n --source-ranges=xxx.xxx.xxx.xxx\/32 \\\n --rules=tcp:5601\n<\/pre>\n<\/p>\n<ul>\n<li>\u6b21\u306f\u3001[Compute Engine] &gt; [VM\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9]\u3067<strong>\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210<\/strong>\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><strong>\u3010\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u8a2d\u5b9a\u3011<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u8a2d\u5b9a\u9805\u76ee<\/th>\n<th>\u8a2d\u5b9a\u5024<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u540d\u524d<\/td>\n<td>elastic-vm01<\/td>\n<\/tr>\n<tr>\n<td>\u30ea\u30fc\u30b8\u30e7\u30f3<\/td>\n<td>asia-northeast1 (\u6771\u4eac)<\/td>\n<\/tr>\n<tr>\n<td>\u30be\u30fc\u30f3<\/td>\n<td>asia-northeast1-a<\/td>\n<\/tr>\n<tr>\n<td>\u30de\u30b7\u30f3\u30bf\u30a4\u30d7<\/td>\n<td>n2-standard-1 (2vCPU\u30018GB\u30e1\u30e2\u30ea)<\/td>\n<\/tr>\n<tr>\n<td>CPU\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/td>\n<td>\u81ea\u52d5<\/td>\n<\/tr>\n<tr>\n<td>\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0<\/td>\n<td>CentOS<\/td>\n<\/tr>\n<tr>\n<td>\u30d0\u30fc\u30b8\u30e7\u30f3<\/td>\n<td>CentOS 7<\/td>\n<\/tr>\n<tr>\n<td>\u30d6\u30fc\u30c8\u30c7\u30a3\u30b9\u30af\u306e\u7a2e\u985e<\/td>\n<td>\u6a19\u6e96\u306e\u6c38\u7d9a\u30c7\u30a3\u30b9\u30af<\/td>\n<\/tr>\n<tr>\n<td>\u30b5\u30a4\u30ba(GB)<\/td>\n<td>20<\/td>\n<\/tr>\n<tr>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af \u30bf\u30b0<\/td>\n<td>elastic<\/td>\n<\/tr>\n<tr>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/td>\n<td>default<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li>CloudShell\u3067\u4f5c\u6210\u3059\u308b\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ gcloud compute instances create elastic-vm01 \\\n  --zone=asia-northeast1-a \\\n  --machine-type=n2-standard-2 \\\n  --min-cpu-platform=Automatic \\\n  --image-project=centos-cloud \\\n  --image-family=centos-7 \\\n  --boot-disk-type=pd-standard \\\n  --boot-disk-size=20GB \\\n  --tags=elastic \\\n  --subnet=default\n<\/pre>\n<\/p>\n<ul>\n<li>\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u4f5c\u6210\u5f8c\u3001OS\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002(\u4eca\u56de\u306f\u3001\u30d6\u30e9\u30a6\u30b6\u30a6\u30a3\u30f3\u30c9\u30a6\u304b\u3089\u63a5\u7d9a\u3057\u307e\u3059)<\/li>\n<li>yum\u30b3\u30de\u30f3\u30c9\u3067Elastic Stack\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u305f\u3081\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u5b9a\u7fa9\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ sudo vi \/etc\/yum.repos.d\/elastic.repo\n[elasticstack]\nname=Elasticsearch repository for 7.x packages\nbaseurl=https:\/\/artifacts.elastic.co\/packages\/7.x\/yum\ngpgcheck=1\ngpgkey=https:\/\/artifacts.elastic.co\/GPG-KEY-elasticsearch\nenabled=0\nautorefresh=1\ntype=rpm-md\n<\/pre>\n<\/p>\n<ul>\n<li>PGP\u9375\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3001yum\u30b3\u30de\u30f3\u30c9\u3067Elasticsearch\u3001Kibana\u3001Filebeat\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ sudo rpm --import https:\/\/artifacts.elastic.co\/GPG-KEY-elasticsearch\n$ sudo yum install --enablerepo=elasticstack elasticsearch kibana filebeat\n$ sudo yum list installed | grep elastic\nelasticsearch.x86_64            7.9.0-1                        @elasticstack\nfilebeat.x86_64                 7.9.0-1                        @elasticstack\nkibana.x86_64                   7.9.0-1                        @elasticstack\n<\/pre>\n<\/p>\n<ul>\n<li>\u518d\u8d77\u52d5\u3057\u3066\u3082\u826f\u3044\u3088\u3046\u306b\u81ea\u52d5\u8d77\u52d5\u8a2d\u5b9a\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ sudo systemctl daemon-reload\n$ sudo systemctl enable elasticsearch kibana filebeat\n<\/pre>\n<\/p>\n<ul>\n<li>Elasticsearch\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002(\u6b63\u5e38\u8d77\u52d5\u3057\u3066\u3044\u308b\u3053\u3068\u3082\u78ba\u8a8d\u3057\u307e\u3059)<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ sudo systemctl start elasticsearch\n$ sudo systemctl status elasticsearch\n<\/pre>\n<\/p>\n<ul>\n<li>Elasticsearch\u306eAPI\u3092\u53e9\u304d\u3001\u30b9\u30c6\u30fc\u30bf\u30b9\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ curl localhost:9200\n{\n  &quot;name&quot; : &quot;elastic-vm01&quot;,\n  &quot;cluster_name&quot; : &quot;elasticsearch&quot;,\n  &quot;cluster_uuid&quot; : &quot;_TBVxxybReOVe2az4wrBkg&quot;,\n  &quot;version&quot; : {\n    &quot;number&quot; : &quot;7.9.0&quot;,\n    &quot;build_flavor&quot; : &quot;default&quot;,\n    &quot;build_type&quot; : &quot;rpm&quot;,\n    &quot;build_hash&quot; : &quot;a479a2a7fce0389512d6a9361301708b92dff667&quot;,\n    &quot;build_date&quot; : &quot;2020-08-11T21:36:48.204330Z&quot;,\n    &quot;build_snapshot&quot; : false,\n    &quot;lucene_version&quot; : &quot;8.6.0&quot;,\n    &quot;minimum_wire_compatibility_version&quot; : &quot;6.8.0&quot;,\n    &quot;minimum_index_compatibility_version&quot; : &quot;6.0.0-beta1&quot;\n  },\n  &quot;tagline&quot; : &quot;You Know, for Search&quot;\n}\n<\/pre>\n<\/p>\n<ul>\n<li>\u5916\u90e8\u304b\u3089Kibana\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b<strong>server.host<\/strong>\u306b\u4ee5\u4e0b\u3092\u8ffd\u8a18\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ sudo vi \/etc\/kibana\/kibana.yml\nserver.host: &quot;0.0.0.0&quot;\n<\/pre>\n<\/p>\n<ul>\n<li>Kibana\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002(\u6b63\u5e38\u8d77\u52d5\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059)<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ sudo systemctl start kibana\n$ sudo systemctl status kibana\n<\/pre>\n<\/p>\n<h3>5. Filebeat\u306e\u8a2d\u5b9a (Gsuite module\u306e\u6709\u52b9\u5316)<\/h3>\n<ul>\n<li>\u624b\u98062\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u79d8\u5bc6\u9375\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u8eab\u3092\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ sudo vi \/etc\/filebeat\/credentials.json\n{\n  &quot;type&quot;: &quot;service_account&quot;,\n  &quot;project_id&quot;: &quot;get-reportapi-fi-XXXXXXXXXXXXX&quot;,\n  &quot;private_key_id&quot;: &quot;XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX&quot;,\n  &quot;private_key&quot;: &quot;-----BEGIN PRIVATE KEY-----\\nXXXXXXXXXXXXX\\n-----END PRIVATE KEY-----\\n&quot;,\n  &quot;client_email&quot;: &quot;driveapi@get-reportapi-fi-XXXXXXXXXXXXX.iam.gserviceaccount.com&quot;,\n  &quot;client_id&quot;: &quot;11792526XXXXXXXXXXXXX&quot;,\n  &quot;auth_uri&quot;: &quot;https:\/\/accounts.google.com\/o\/oauth2\/auth&quot;,\n  &quot;token_uri&quot;: &quot;https:\/\/oauth2.googleapis.com\/token&quot;,\n  &quot;auth_provider_x509_cert_url&quot;: &quot;https:\/\/www.googleapis.com\/oauth2\/v1\/certs&quot;,\n  &quot;client_x509_cert_url&quot;: &quot;https:\/\/www.googleapis.com\/robot\/v1\/metadata\/x509\/driveapi%40get-reportapi-fi-XXXXXXXXXXXXX.iam.gserviceaccount.com&quot;\n}\n<\/pre>\n<\/p>\n<ul>\n<li>Filebeat\u306e<strong>GSuite module<\/strong>\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ sudo filebeat modules enable gsuite\nEnabled gsuite\n$ sudo filebeat modules list\nEnabled:\ngsuite\n<\/pre>\n<\/p>\n<ul>\n<li>GSuite Module\u306e\u8a2d\u5b9a\u3092\u3057\u307e\u3059\u3002(YAML\u5f62\u5f0f\u306e\u30a4\u30f3\u30c7\u30f3\u30c8\u306b\u306f\u6c17\u3092\u4ed8\u3051\u307e\u3057\u3087\u3046)<\/li>\n<li>drive\u4ee5\u5916\u306fenabled: false\u3068\u3059\u308b<\/li>\n<li>\u4eca\u56de\u306f\u3001\u904e\u53bb1\u6642\u9593\u5206\u306e\u76e3\u67fb\u30ed\u30b0\u3092\u53d6\u5f97\u3057\u3001\u4ee5\u964d10\u5206\u9593\u9694\u3067\u66f4\u65b0\u5206\u3092\u53d6\u5f97\u3059\u308b<br \/>\n(Google Drive\u306b\u95a2\u4fc2\u3059\u308b\u7b87\u6240\u306e\u629c\u7c8b)<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ sudo vi \/etc\/filebeat\/modules.d\/gsuite.yml\n  drive:\n    enabled: true\n    var.jwt_file: &quot;\/etc\/filebeat\/credentials.json&quot;\n    var.delegated_account: &quot;xxxxxx@xxxxxxxxxxxxxxxx&quot;\n    var.initial_interval: 1h\n    var.http_client_timeout: 30s\n    # var.user_key: all\n    var.interval: 10m\n<\/pre>\n<\/p>\n<p>\u203b\u3061\u306a\u307f\u306b\u4e0a\u8a18\u306eYAML\u306e\u30a4\u30f3\u30c7\u30f3\u30c8\u3092\u9593\u9055\u3048\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30a8\u30e9\u30fc\u304c\/var\/log\/messages\u306b\u51fa\u307e\u3059\u3002<\/p>\n<p><pre class=\"EnlighterJSRAW\">\nSep 24 23:11:47 elastic-vm01 filebeat: 2020-09-24T23:11:47.670Z ERROR instance\/beat.go:951 Exiting: Failed to start crawler: creating module reloader failed: 1 error: invalid config: yaml: line 39: mapping values are not allowed in this context\n<\/pre>\n<\/p>\n<p><strong>\u3010gsuite.yml drive\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3011<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u8a2d\u5b9a\u9805\u76ee<\/th>\n<th>\u30c7\u30d5\u30a9\u30eb\u30c8\u5024<\/th>\n<th>\u8aac\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>var.jwt_file<\/td>\n<td>credentials.json<\/td>\n<td>\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u79d8\u5bc6\u9375\u30d5\u30a1\u30a4\u30eb\u306e\u914d\u7f6e\u30d1\u30b9<\/td>\n<\/tr>\n<tr>\n<td>var.delegated_account<\/td>\n<td>admin@example.com<\/td>\n<td>\u5951\u7d04\u3057\u3066\u3044\u308bG Suite\u306e\u7ba1\u7406\u8005\u30a2\u30ab\u30a6\u30f3\u30c8<\/td>\n<\/tr>\n<tr>\n<td>var.initial_interval<\/td>\n<td>24h<\/td>\n<td>\u30e2\u30b8\u30e5\u30fc\u30eb\u8d77\u52d5\u6642\u306e\u521d\u56deAPI\u5b9f\u884c\u306b\u304a\u3051\u308b\u30ed\u30b0\u53d6\u5f97\u5bfe\u8c61\u671f\u9593<\/td>\n<\/tr>\n<tr>\n<td>var.http_client_timeout<\/td>\n<td>60s<\/td>\n<td>\u30e2\u30b8\u30e5\u30fc\u30eb\u306b\u3088\u308bHTTP\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u5024<\/td>\n<\/tr>\n<tr>\n<td>var.user_key<\/td>\n<td>all<\/td>\n<td>Drive\u76e3\u67fb\u30ec\u30dd\u30fc\u30c8\u3092\u53d6\u5f97\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30ad\u30fc<\/td>\n<\/tr>\n<tr>\n<td>var.interval<\/td>\n<td>2h<\/td>\n<td>2\u56de\u76ee\u4ee5\u964d\u306eAPI\u30dd\u30fc\u30ea\u30f3\u30b0\u9593\u9694<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u203b <strong>var.delegated_account<\/strong>\u306e\u5024\u306f\u3001\u5951\u7d04\u3057\u3066\u3044\u308bG Suite\u7ba1\u7406\u8005\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u8a18\u8f09\u304f\u3060\u3055\u3044\u3002<br \/>\n\u203b \u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u3001\u904e\u53bb24\u6642\u9593\u5206\u306e\u30c7\u30fc\u30bf\u3092\u521d\u56de\u53d6\u5f97\u3057\u3001\u4ee5\u964d\u306f2\u6642\u9593\u304a\u304d\u306b\u66f4\u65b0\u5206\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>Filebeat\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002(\u6b63\u5e38\u8d77\u52d5\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059)<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n$ sudo systemctl start filebeat\n$ sudo systemctl status filebeat\n<\/pre>\n<\/p>\n<p>\u203b \u4f55\u5ea6\u3082\u7e70\u308a\u8fd4\u3057Filebeat\u30d7\u30ed\u30bb\u30b9\u3092\u518d\u8d77\u52d5\u3059\u308b\u3068<strong>var.initial_interval<\/strong>\u306e\u8a2d\u5b9a\u5024\u306b\u3088\u3063\u3066\u306f\u3001\u91cd\u8907\u53d6\u308a\u8fbc\u307f\u304c\u767a\u751f\u3059\u308b\u70b9\u306f\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<ul>\n<li>\u6b63\u5e38\u306bAdmin SDK API\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3066\u3044\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30ed\u30b0\u304c\/var\/log\/messages\u306b\u51fa\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\nSep 25 13:15:08 elastic-vm01 filebeat: 2020-09-25T22:15:08.136+0900 INFO [httpjson] httpjson\/input.go:574 Process another repeated request. {&quot;url&quot;: &quot;https:\/\/www.googleapis.com\/admin\/reports\/v1\/activity\/users\/all\/applications\/drive&quot;}\n<\/pre>\n<\/p>\n<p><strong>\u3010\u53c2\u8003\u3011<\/strong><br \/>\n\u30fb<a href=\"https:\/\/www.elastic.co\/guide\/en\/beats\/filebeat\/7.9\/filebeat-installation-configuration.html\" title=\"Filebeat quick start: installation and configuration\">Filebeat quick start: installation and configuration<\/a><br \/>\n\u30fb<a href=\"https:\/\/www.elastic.co\/guide\/en\/beats\/filebeat\/7.9\/configuration-filebeat-modules.html\" title=\"Configure modules\">Configure Filebeat module<\/a><br \/>\n\u30fb<a href=\"https:\/\/www.elastic.co\/guide\/en\/beats\/filebeat\/7.9\/filebeat-module-gsuite.html\" title=\"GSuite module\">GSuite modules<\/a><\/p>\n<h3>4. Kibana\u3067\u306e\u76e3\u67fb\u30ed\u30b0\u691c\u8a3c<\/h3>\n<ul>\n<li>\n<p>\u30d6\u30e9\u30a6\u30b6\u3067<strong>http:\/\/[Kibana\u306e\u5916\u90e8IP\u30a2\u30c9\u30ec\u30b9]:5601<\/strong>\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002(\u4eca\u56de\u306f35.200.36.186\u3068\u306a\u308a\u307e\u3059)<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/1ce81cfa-bf0b-16be-f097-1102eecf0bb5.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>[Management] &gt; [Dev Tools]\u3067 <strong>GET _cat\/indices\/filebeat-*?v&amp;s<\/strong> \u3092\u5b9f\u65bd\u3057\u3001Index\u304c\u751f\u6210\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/ce16604d-bb04-a4bd-2a52-8110e98c0e63.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>[Management] &gt; [Stack Management] &gt; [Kibana] &gt; [Index Patterns]\u3067<strong>Create index pattern<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/f4800258-0abc-9738-d19b-6eb88d51d482.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>[Index pattern name]\u306b[filebeat-*]\u3068\u5165\u529b\u3057\u3001[Next step]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/c1bf9352-76f3-c98e-64dc-6189fed81260.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>[Time field]\u306b[@timestamp]\u3092\u6307\u5b9a\u3057\u3001[Create index pattern]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/18a984ab-60be-d456-796b-a73a1c0005e1.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>G Suite\u306e\u7ba1\u7406\u8005\u753b\u9762\u306e\u30c9\u30e9\u30a4\u30d6\u306e\u76e3\u67fb\u30ec\u30dd\u30fc\u30c8\u304c\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u72b6\u614b\u3060\u3068\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/15f50587-10e4-7161-3274-46bcc42b36ec.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>Kibana\u306eDiscover\u3067\u30d5\u30a1\u30a4\u30eb\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u305f\u30ed\u30b0\u3092\u7d5e\u308a\u8fbc\u307f\u307e\u3059\u3002(event.action\u304cdownload\u3067\u30d5\u30a3\u30eb\u30bf\u3057\u307e\u3059)<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/4aff8f8c-80ac-e23d-9c7d-bd2e2d14c12d.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>\u4ee5\u4e0b\u304c\u7d5e\u308a\u8fbc\u307e\u308c\u305f\u72b6\u614b\u3067\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/qiita-image-store.s3.ap-northeast-1.amazonaws.com\/0\/211371\/7b5c86c3-a4c0-9ff0-4649-a96491e8137f.png\" alt=\"image.png\" \/><\/p>\n<\/li>\n<li>\n<p>\u3061\u306a\u307f\u306bJSON\u5f62\u5f0f\u3067\u8868\u793a\u3057\u305f\u5834\u5408\u306e\u30ed\u30b0\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<p><pre class=\"EnlighterJSRAW\">\n{\n  &quot;&lt;em&gt;index&quot;: &quot;filebeat-7.9.0-2020.09.25-000001&quot;,\n  &quot;_type&quot;: &quot;_doc&quot;,\n  &quot;_id&quot;: &quot;yp7CxXQBeOr77_njx38&lt;\/em&gt;&quot;,\n  &quot;_version&quot;: 1,\n  &quot;_score&quot;: null,\n  &quot;_source&quot;: {\n    &quot;agent&quot;: {\n      &quot;hostname&quot;: &quot;elastic-vm01&quot;,\n      &quot;name&quot;: &quot;elastic-vm01&quot;,\n      &quot;id&quot;: &quot;722bb940-eb44-48e4-b555-67493a0bb555&quot;,\n      &quot;ephemeral_id&quot;: &quot;30945104-f535-413c-8de9-e883be48f621&quot;,\n      &quot;type&quot;: &quot;filebeat&quot;,\n      &quot;version&quot;: &quot;7.9.0&quot;\n    },\n    &quot;source&quot;: {\n      &quot;geo&quot;: {\n        &quot;continent_name&quot;: &quot;Asia&quot;,\n        &quot;region_iso_code&quot;: &quot;JP-14&quot;,\n        &quot;city_name&quot;: &quot;Kawasaki&quot;,\n        &quot;country_iso_code&quot;: &quot;JP&quot;,\n        &quot;region_name&quot;: &quot;Kanagawa&quot;,\n        &quot;location&quot;: {\n          &quot;lon&quot;: 139.6285,\n          &quot;lat&quot;: 35.57\n        }\n      },\n      &quot;as&quot;: {\n        &quot;number&quot;: xxxx,\n        &quot;organization&quot;: {\n          &quot;name&quot;: &quot;xxxxxxxxxxxxxxx&quot;\n        }\n      },\n      &quot;ip&quot;: &quot;xxx.xxx.4.212&quot;,\n      &quot;user&quot;: {\n        &quot;domain&quot;: &quot;xxxxxxxx.com&quot;,\n        &quot;name&quot;: &quot;xxxxxx&quot;,\n        &quot;id&quot;: &quot;115361142755381498172&quot;,\n        &quot;email&quot;: &quot;xxxxxx@xxxxxxxx.com&quot;\n      }\n    },\n    &quot;fileset&quot;: {\n      &quot;name&quot;: &quot;drive&quot;\n    },\n    &quot;tags&quot;: [\n      &quot;forwarded&quot;\n    ],\n    &quot;cloud&quot;: {\n      &quot;availability_zone&quot;: &quot;asia-northeast1-a&quot;,\n      &quot;instance&quot;: {\n        &quot;name&quot;: &quot;elastic-vm01&quot;,\n        &quot;id&quot;: &quot;391729035646255624&quot;\n      },\n      &quot;provider&quot;: &quot;gcp&quot;,\n      &quot;machine&quot;: {\n        &quot;type&quot;: &quot;n2-standard-2&quot;\n      },\n      &quot;project&quot;: {\n        &quot;id&quot;: &quot;xxxxxxxxxxxxxxx&quot;\n      }\n    },\n    &quot;input&quot;: {\n      &quot;type&quot;: &quot;httpjson&quot;\n    },\n    &quot;@timestamp&quot;: &quot;2020-09-25T14:48:09.916Z&quot;,\n    &quot;file&quot;: {\n      &quot;owner&quot;: &quot;xxxxx&quot;,\n      &quot;extension&quot;: &quot;repo&quot;,\n      &quot;name&quot;: &quot;elastic.repo&quot;,\n      &quot;type&quot;: &quot;file&quot;\n    },\n    &quot;ecs&quot;: {\n      &quot;version&quot;: &quot;1.5.0&quot;\n    },\n    &quot;related&quot;: {\n      &quot;ip&quot;: [\n        &quot;xxx.xxx.4.212&quot;\n      ],\n      &quot;user&quot;: [\n        &quot;kanri&quot;\n      ]\n    },\n    &quot;service&quot;: {\n      &quot;type&quot;: &quot;gsuite&quot;\n    },\n    &quot;organization&quot;: {\n      &quot;id&quot;: &quot;xxxxxxxxx&quot;\n    },\n    &quot;event&quot;: {\n      &quot;ingested&quot;: &quot;2020-09-25T14:55:10.621843Z&quot;,\n      &quot;original&quot;: 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