{"id":457,"date":"2018-05-25T09:00:00","date_gmt":"2018-05-25T00:00:00","guid":{"rendered":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/blog\/2018\/05\/25\/web_application_logging"},"modified":"2022-10-28T22:37:07","modified_gmt":"2022-10-28T13:37:07","slug":"web_application_logging","status":"publish","type":"post","link":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/blog\/2018\/05\/25\/web_application_logging\/","title":{"rendered":"Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ed\u30b0\u51fa\u529b\u306b\u3064\u3044\u3066\u6307\u91dd\u3092\u8003\u3048\u3066\u307f\u305f"},"content":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001\u4e0b\u689d\u3067\u3059\u3002\u6700\u8fd1\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ed\u30b0\u51fa\u529b\u306e\u6307\u91dd\u306b\u3064\u3044\u3066\u6539\u3081\u3066\u8003\u3048\u3066\u307f\u308b\u6a5f\u4f1a\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u5f0a\u793e\u3067\u306f\u30a4\u30f3\u30d5\u30e9\u306f\u307b\u307cAWS\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u304b\u3089\u3001\u591a\u5c11\u6c4e\u7528\u7684\u3067\u306a\u3044\u8a18\u8ff0\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u3042\u308b\u7a0b\u5ea6\u307e\u3068\u307e\u3063\u3066\u304d\u305f\u3053\u3068\u304b\u3089\u3072\u3068\u3064\u306e\u6307\u91dd\u3068\u3057\u3066\u516c\u958b\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<h1 id=\"outline__1\" id=\"\u306f\u3058\u3081\u306b\">\u306f\u3058\u3081\u306b<\/h1>\n<p>\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3092\u3059\u308b\u969b\u3001\u30ed\u30b0\u8a2d\u8a08\u306f\u975e\u5e38\u306b\u91cd\u8981\u306a\u5de5\u7a0b\u3067\u3059\u3002<br \/>\n\u3057\u304b\u3057\u306a\u304c\u3089\u3001\u30ed\u30b0\u3068\u3044\u3046\u3082\u306e\u306f\u5b9f\u904b\u7528\u306b\u5165\u3063\u3066\u969c\u5bb3\u306a\u3069\u304c\u3042\u3063\u3066\u304b\u3089\u3088\u3046\u3084\u304f\u5f79\u306b\u7acb\u3063\u3066\u304f\u308b\u3082\u306e\u3067\u3001\u958b\u767a\u6642\u306b\u306f\u610f\u8b58\u304c\u5411\u304d\u306b\u304f\u3044\u3068\u3044\u3046\u90e8\u5206\u304c\u3042\u308b\u306e\u3082\u4e8b\u5b9f\u3067\u3059\u3002<br \/>\n\u30ed\u30b0\u3092\u9069\u5207\u306b\u51fa\u529b\u3057\u3001\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u969c\u5bb3\u6642\u306e\u8abf\u67fb\u30b3\u30b9\u30c8\u6e1b\u3001\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u30b3\u30b9\u30c8\u3092\u6291\u3048\u305f\u308a\u3001\u3088\u308a\u3088\u3044\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u624b\u639b\u304b\u308a\u306b\u3082\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u958b\u767a\u8a00\u8a9e\u30fb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306a\u3069\u306b\u3088\u308a\u4f8b\u5916\u3082\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u672c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u3042\u304f\u307e\u3067\u30b5\u30f3\u30d7\u30eb\u3068\u3057\u3066\u3054\u5229\u7528\u304f\u3060\u3055\u3044\u3002\u307e\u305f\u3001\u672c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u30b5\u30fc\u30d0\u30b5\u30a4\u30c9Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h1 id=\"outline__2\" id=\"\u51fa\u529b\u5148\">\u51fa\u529b\u5148<\/h1>\n<p>\u4ee5\u4e0b\u306e\u3044\u305a\u308c\u304b\u306b\u6c38\u7d9a\u5316\u3059\u308b\u3053\u3068\u304c\u671b\u307e\u3057\u3044\u3002<\/p>\n<ul>\n<li>CloudWatch Logs<\/li>\n<li>S3 (Fluentd\u306a\u3069\u306b\u3088\u308a\u8ee2\u9001)<\/li>\n<\/ul>\n<p>\u305f\u3060\u3057\u3001\u4f55\u304b\u3057\u3089\u306e\u4e8b\u60c5\u306b\u3088\u308a\u4e0a\u8a18\u304c\u96e3\u3057\u3044\u5834\u5408\u306f\u30c7\u30a3\u30b9\u30af\u3078\u306e\u51fa\u529b\u306e\u307f\u3067\u3082\u304b\u307e\u308f\u306a\u3044\u3002\u305d\u306e\u5834\u5408\u3001\u30ed\u30b0\u3067\u30c7\u30a3\u30b9\u30af\u5727\u8feb\u3057\u306a\u3044\u3088\u3046\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u3084\u5727\u7e2e\u306a\u3069\u306e\u5bfe\u5fdc\u3092\u5b9f\u65bd\u3059\u308b\u3002<\/p>\n<h1 id=\"outline__3\" id=\"\u30ed\u30b0\u30ec\u30d9\u30eb\">\u30ed\u30b0\u30ec\u30d9\u30eb<\/h1>\n<p>\u5f53\u7136\u306a\u304c\u3089\u3067\u304d\u308b\u304b\u304e\u308a\u8a73\u7d30\u306a\u30ed\u30b0\u304c\u3042\u3063\u305f\u307b\u3046\u304c\u671b\u307e\u3057\u3044\u3002\u3057\u304b\u3057\u3001\u672c\u756a\u74b0\u5883\u306a\u3069\u3067\u306f\u30ed\u30b0\u306e\u51fa\u529b\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3059\u308b\u305f\u3081\u3001\u30ed\u30b0\u30ec\u30d9\u30eb\u3092\u5206\u985e\u3057\u3001\u74b0\u5883\u306b\u3088\u3063\u3066\u9069\u5207\u306b\u30ed\u30b0\u3092\u51fa\u3057\u5206\u3051\u308b\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30ed\u30b0\u30ec\u30d9\u30eb<\/th>\n<th>\u30ed\u30b0\u30ec\u30d9\u30eb(\u65e5\u672c\u8a9e)<\/th>\n<th>\u8aac\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>ERROR<\/td>\n<td>\u30a8\u30e9\u30fc<\/td>\n<td>\u672c\u6765\u767a\u751f\u305b\u305a\u8abf\u67fb\u304c\u5fc5\u8981\u306a\u4e8b\u8c61\u306b\u3064\u3044\u3066\u7528\u3044\u308b\u3002<\/td>\n<\/tr>\n<tr>\n<td>WARN<\/td>\n<td>\u8b66\u544a<\/td>\n<td>\u975e\u63a8\u5968\u3068\u306a\u3063\u305fAPI\u306e\u4f7f\u7528\u3001API\u306e\u4e0d\u9069\u5207\u306a\u4f7f\u7528\u3001\u30a8\u30e9\u30fc\u306b\u8fd1\u3044\u4e8b\u8c61\u306a\u3069\u3002\u5373\u6642\u8abf\u67fb\u304c\u5fc5\u8981\u3067\u306f\u306a\u3044\u304c\u5b8c\u5168\u306b\u6b63\u5e38\u3068\u3082\u7570\u306a\u308b\u4e8b\u8c61\u306b\u3064\u3044\u3066\u7528\u3044\u308b\u3002<\/td>\n<\/tr>\n<tr>\n<td>INFO<\/td>\n<td>\u60c5\u5831<\/td>\n<td>\u672c\u756a\u74b0\u5883\u3067\u6700\u4f4e\u9650\u5fc5\u8981\u306a\u30ec\u30d9\u30eb\u3002\u5916\u90e8API\u547c\u3073\u51fa\u3057\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fb\u5fa9\u5e30\u5024\u306a\u3069\u3002\u5177\u4f53\u4f8b\u306f\u5f8c\u8ff0\u3002<\/td>\n<\/tr>\n<tr>\n<td>DEBUG<\/td>\n<td>\u30c7\u30d0\u30c3\u30b0<\/td>\n<td>\u767a\u884c\u3055\u308c\u308bSQL\u6587\u3084\u30c7\u30d0\u30c3\u30b0\u7528\u30ed\u30b0\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ul>\n<li>\u958b\u767a\u74b0\u5883\u3067\u306fDEBUG\u4ee5\u4e0a\u3001\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u74b0\u5883\u3067\u306fDEBUG\u3082\u3057\u304f\u306fINFO\u4ee5\u4e0a\u3001\u672c\u756a\u74b0\u5883\u3067\u306fINFO\u4ee5\u4e0a\u3092\u51fa\u529b\u3059\u308b\u3053\u3068\u3092\u57fa\u672c\u3068\u3059\u308b\u3002<\/li>\n<li>ERROR\u30ec\u30d9\u30eb\u306f\u30ed\u30b0\u51fa\u529b\u3059\u308b\u4ed6\u3001Slack\u7b49\u3067\u901a\u77e5\u3057\u3001\u5373\u6642\u306b\u7570\u5e38\u3092\u691c\u77e5\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3002<\/li>\n<\/ul>\n<h1 id=\"outline__4\" id=\"\u5177\u4f53\u7684\u306a\u4f8b\">\u5177\u4f53\u7684\u306a\u4f8b<\/h1>\n<ul>\n<li>\u4f8b\u5916\u304c\u3042\u308b\u8a00\u8a9e\u306e\u5834\u5408\u3001\u4e88\u671f\u305b\u306c\u4f8b\u5916\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u3001\u4f8b\u5916\u5185\u5bb9\u3092\u51fa\u529b\u3059\u308b\u3002 (ERROR\u30ec\u30d9\u30eb)<\/li>\n<li>HTTP\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u57fa\u672c\u7684\u306b\u5168\u3066\u51fa\u529b\u3059\u308b\u3002\u305f\u3060\u3057\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u306a\u3069\u306e\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u306f\u51fa\u529b\u3057\u306a\u3044\u3002Ruby on Rails\u306a\u3069\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u5074\u3067\u30de\u30b9\u30ad\u30f3\u30b0\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3066\u304f\u308c\u3066\u3044\u308b\u3082\u306e\u3082\u3042\u308b\u304c\u3001\u305d\u3046\u3067\u306a\u3044\u5834\u5408\u306f\u304c\u3093\u3070\u308b\u3002 (INFO\u30ec\u30d9\u30eb)<\/li>\n<li>\u5916\u90e8API\u3092\u30b3\u30fc\u30eb\u3059\u308b\u5834\u5408\u3001\u969c\u5bb3\u6642\u306e\u539f\u56e0\u5207\u308a\u5206\u3051\u3092\u5bb9\u6613\u306b\u3059\u308b\u305f\u3081\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u30fb\u30ea\u30af\u30a8\u30b9\u30c8\u5185\u5bb9\u30fb\u30ec\u30b9\u30dd\u30f3\u30b9\u5185\u5bb9\u3092\u51fa\u529b\u3059\u308b\u3002 (INFO\u30ec\u30d9\u30eb)<\/li>\n<li>OS\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u3001\u969c\u5bb3\u6642\u306e\u539f\u56e0\u5207\u308a\u5206\u3051\u3092\u5bb9\u6613\u306b\u3059\u308b\u305f\u3081\u30b3\u30de\u30f3\u30c9\u3092\u30d1\u30e9\u30e1\u30fc\u30bf\u542b\u3081\u5168\u3066\u51fa\u529b\u3001\u5fa9\u5e30\u5024\u3092\u51fa\u529b\u3059\u308b\u3002 (INFO\u30ec\u30d9\u30eb)<\/li>\n<li>\u767a\u884c\u3057\u305fSQL\u3092\u5168\u3066\u51fa\u529b\u3059\u308b\u3002 (DEBUG\u30ec\u30d9\u30eb)<\/li>\n<\/ul>\n<h1 id=\"outline__5\" id=\"\u30ed\u30b0\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\">\u30ed\u30b0\u30d5\u30a9\u30fc\u30de\u30c3\u30c8<\/h1>\n<ul>\n<li>\u5404\u30ed\u30b0\u306b\u306f\u65e5\u6642 (\u5e74\u6708\u65e5\u65e5\u6642\u5206\u79d2\u30df\u30ea\u79d2) \u3092\u51fa\u529b\u3059\u308b\u3002<\/li>\n<\/ul>\n<h1 id=\"outline__6\" id=\"\u30ed\u30b0\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\">\u30ed\u30b0\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3<\/h1>\n<ul>\n<li>\u30c7\u30a3\u30b9\u30af\u306b\u30ed\u30b0\u3092\u4fdd\u5b58\u3059\u308b\u5834\u5408\u306b\u306f\u30c7\u30a3\u30b9\u30af\u5bb9\u91cf\u306e\u67af\u6e07\u3092\u9632\u3050\u305f\u3081\u30ed\u30b0\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u4ed5\u7d44\u307f\u3092\u5c0e\u5165\u3059\u308b\u3002\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u6a5f\u80fd\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001logrotate\u3092\u7528\u3044\u308b\u3053\u3068\u3092\u57fa\u672c\u3068\u3059\u308b\u3002<\/li>\n<\/ul>\n<h1 id=\"outline__7\" id=\"\u30ed\u30b0\u306b\u51fa\u529b\u3059\u3079\u304d\u3067\u306a\u3044\u60c5\u5831\u306b\u3064\u3044\u3066\">\u30ed\u30b0\u306b\u51fa\u529b\u3059\u3079\u304d\u3067\u306a\u3044\u60c5\u5831\u306b\u3064\u3044\u3066<\/h1>\n<p>\u6700\u8fd1\u3001Twitter\u793e\u3067\u30d1\u30b9\u30ef\u30fc\u30c9\u304c\u30ed\u30b0\u306b\u5e73\u6587\u3067\u4fdd\u5b58\u3055\u308c\u3066\u3044\u305f\u3068\u3044\u3046\u30cb\u30e5\u30fc\u30b9\u304c\u8a71\u984c\u306b\u306a\u3063\u305f\u3002\u307e\u305f\u3001EU\u4e00\u822c\u30c7\u30fc\u30bf\u4fdd\u8b77\u898f\u5247 (GDPR) \u3082\u672c\u65e5 (2018\/05\/25) \u304b\u3089\u65bd\u884c\u3068\u306a\u308a\u3001\u500b\u4eba\u60c5\u5831\u306e\u4fdd\u8b77\u306e\u91cd\u8981\u6027\u306f\u5897\u3057\u3066\u3044\u308b\u3002\u4ee5\u4e0b\u306f\u30ed\u30b0\u306b\u51fa\u3059\u3079\u304d\u3067\u306a\u3044\u60c5\u5831\u3067\u3042\u308b\u3002<\/p>\n<ul>\n<li>\u30d1\u30b9\u30ef\u30fc\u30c9\u304c\u30ed\u30b0\u306b\u6b8b\u3089\u306a\u3044\u3088\u3046\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u306f\u30de\u30b9\u30ad\u30f3\u30b0\u3082\u3057\u304f\u306f\u30ed\u30b0\u51fa\u529b\u3057\u306a\u3044\u3002<\/li>\n<li>\u500b\u4eba\u60c5\u5831\u3082\u30de\u30b9\u30ad\u30f3\u30b0\u3082\u3057\u304f\u306f\u30ed\u30b0\u306b\u51fa\u529b\u3057\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u3002\u500b\u4eba\u60c5\u5831\u306e\u5b9a\u7fa9\u306f<a href=\"http:\/\/www.meti.go.jp\/committee\/materials\/downloadfiles\/g51214c05j.pdf\">\u500b\u4eba\u60c5\u5831\u306e\u5b9a\u7fa9\u306b\u3064\u3044\u3066\u3000- \u7d4c\u6e08\u7523\u696d\u7701<\/a>\u3092\u53c2\u7167\u306e\u3053\u3068\u3002\u306a\u304a\u3001\u500b\u4eba\u60c5\u5831\u306fSQL\u6587\u542b\u3081\u3066\u6ce8\u610f\u3059\u308b\u3053\u3068\u3002<\/li>\n<\/ul>\n<h1 id=\"outline__8\" id=\"elb\u306e\u30ed\u30b0\">ELB\u306e\u30ed\u30b0<\/h1>\n<ul>\n<li>ELB\u306f\u30ed\u30b0\u51fa\u529b\u3092\u6709\u52b9\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3002 (\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u7121\u52b9\u306a\u306e\u3067\u6ce8\u610f\u3002)<\/li>\n<\/ul>\n<h1 id=\"outline__9\" 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