{"id":57657,"date":"2022-12-20T11:52:10","date_gmt":"2022-12-20T02:52:10","guid":{"rendered":"https:\/\/www.creationline.com\/?p=57657"},"modified":"2022-12-21T14:42:30","modified_gmt":"2022-12-21T05:42:30","slug":"mongodb-atlas%e3%81%a7%e5%85%a8%e6%96%87%e6%a4%9c%e7%b4%a2%e3%82%92%e8%a1%8c%e3%81%86%e3%82%a2%e3%83%8a%e3%83%a9%e3%82%a4%e3%82%b6%e3%83%bc%e3%81%a8%e6%97%a5%e6%9c%ac%e8%aa%9e%e3%81%ae%e6%a4%9c","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657","title":{"rendered":"MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 #MongoDB #NoSQL"},"content":{"rendered":"<p>&nbsp;<\/p>\n<h2>\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u306f<\/h2>\n<hr \/>\n<p>MongoDB Atlas\u4e0a\u3067\u65e5\u672c\u8a9e\u3092\u542b\u3080\u591a\u8a00\u8a9e\u306e\u5168\u6587\u691c\u7d22\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u306e\u3067\u4f7f\u3044\u65b9\u306a\u3069\u3092\u9023\u8f09\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u9023\u306e\u8a18\u4e8b\u306f\u3001[\u95a2\u9023\u8a18\u4e8b]\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4eca\u56de\u306f\u3001\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u30c8\u30fc\u30af\u30f3\u3092\u62bd\u51fa\u3059\u308b\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u3068\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30dd\u30ea\u30b7\u30fc\u3067\u3042\u308a\u3001Atlas\u30b5\u30fc\u30c1\u304c\u30d5\u30a3\u30eb\u30c9\u306e\u5185\u5bb9\u3092\u691c\u7d22\u53ef\u80fd\u306a\u7528\u8a9e\u306b\u5909\u63db\u3059\u308b\u65b9\u6cd5\u3092\u5236\u5fa1\u3057\u307e\u3059\u3002\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u306f\u30c6\u30ad\u30b9\u30c8\u3092\u69d8\u3005\u306a\u69cb\u6210\u306e\u6587\u5b57\u306b\u30c8\u30fc\u30af\u30f3\u5316\u3057\u3001\u62bd\u51fa\u304a\u3088\u3073\u6587\u5b57\u306e\u9055\u3044\u306e\u4fee\u6b63\u306a\u3069\u3092\u884c\u3044\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u306a\u7528\u8a9e\u306b\u3057\u307e\u3059\u3002\u305d\u306e\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306a\u683c\u7d0d\u3059\u308b\u304b\u306f\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3067\u6c7a\u3081\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u306f\u3001\u5168\u6587\u691c\u7d22\u306e\u30af\u30a8\u30ea\u3067\u30c6\u30ad\u30b9\u30c8\u306e\u306a\u304b\u306e\u7279\u5b9a\u306e\u6587\u5b57\u304c\u52b9\u7387\u7684\u306b\u30d2\u30c3\u30c8\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-57659\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-1.png\" alt=\"\" width=\"500\" height=\"365\" \/><\/p>\n<blockquote><p>[\u30c8\u30fc\u30af\u30f3]<br \/>\n\u30c6\u30ad\u30b9\u30c8\u3084\u6587\u5b57\u5217\u306a\u3069\u3092\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u306a\u5358\u4f4d\u306b\u5206\u5272\u3059\u308b\u3053\u3068\u3067\u3042\u308a\u3001\u300c\u6771\u4eac\u90fd\u3068\u795e\u5948\u5ddd\u770c\u300d\u3092\u30c8\u30fc\u30af\u30f3\u5316\u3059\u308b\u3068\u3001\u6b21\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p># \u5f62\u614b\u7d20\u89e3\u6790<br \/>\n\u6771\u4eac\/\u90fd\/\u3068\/\u795e\u5948\u5ddd\/\u770c<\/p>\n<p># 2-gram<br \/>\n\u6771\u4eac\/\u4eac\u90fd\/\u90fd\u3068\/\u3068\u795e\/\u795e\u5948\/\u5948\u5ddd\/\u5ddd\u770c<\/p><\/blockquote>\n<p><strong>[\u95a2\u9023\u8a18\u4e8b]<\/strong><\/p>\n<ul>\n<li><a href=\"\/blog\/56353\" target=\"_blank\" rel=\"noopener\">MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u57fa\u790e\u7de8<\/a><\/li>\n<li><a href=\"\/blog\/57480\" target=\"_blank\" rel=\"noopener\">MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u306e\u30de\u30c3\u30d4\u30f3\u30b0<\/a><\/li>\n<li><a href=\"\/blog\/57657\" target=\"_blank\" rel=\"noopener\">MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 <\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u306e\u30bf\u30a4\u30d7<\/h2>\n<hr \/>\n<p>Atlas\u30b5\u30fc\u30c1\u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u30bf\u30a4\u30d7\u306e\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<table style=\"width: 73.1996%;\" width=\"683\">\n<tbody>\n<tr>\n<td style=\"width: 24.039%;\" width=\"73\">\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9<\/td>\n<td style=\"width: 83.2263%;\" width=\"610\">\u3059\u3079\u3066\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3068\u30af\u30a8\u30ea\u306b\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 24.039%;\">\u30b7\u30f3\u30d7\u30eb<\/td>\n<td style=\"width: 83.2263%;\">\u6587\u5b57\u4ee5\u5916\u306e\u6587\u5b57\u304c\u898b\u3064\u304b\u3063\u305f\u5834\u5408\u306b\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u691c\u7d22\u53ef\u80fd\u306a\u7528\u8a9e\u306b\u5206\u5272<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 24.039%;\">\u30db\u30ef\u30a4\u30c8\u30b9\u30da\u30fc\u30b9<\/td>\n<td style=\"width: 83.2263%;\">\u7a7a\u767d\u6587\u5b57\u304c\u898b\u3064\u304b\u3063\u305f\u5834\u6240\u3067\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u691c\u7d22\u53ef\u80fd\u306a\u7528\u8a9e\u306b\u5206\u5272<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 24.039%;\">\u30e9\u30f3\u30b2\u30fc\u30b8<\/td>\n<td style=\"width: 83.2263%;\">\u8a00\u8a9e\u56fa\u6709\u306e\u30c6\u30ad\u30b9\u30c8 \u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 24.039%;\">\u30ad\u30fc\u30ef\u30fc\u30c9<\/td>\n<td style=\"width: 83.2263%;\">\u30c6\u30ad\u30b9\u30c8\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5358\u4e00\u306e\u7528\u8a9e\u3068\u3057\u3066\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4ed8\u3051<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h2>\u30ab\u30b9\u30bf\u30e0\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc<\/h2>\n<hr \/>\n<p>\u65e2\u5b9a\u306e\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3067\u306f\u5341\u5206\u306a\u52b9\u679c\u304c\u671f\u5f85\u3067\u304d\u306a\u3044\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u6700\u9069\u5316\u3057\u305f\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3092\u4f5c\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3092\u30ab\u30b9\u30bf\u30e0\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u547c\u3073\u307e\u3059\u3002\u30ab\u30b9\u30bf\u30e0\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u306f\u3001\u7279\u5b9a\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u3001\u30d5\u30a3\u30eb\u30bf\u30fc\u3084\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u3001\u30c8\u30fc\u30af\u30f3\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u6307\u5b9a\u3057\u3066\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n<pre>\"analyzers\": [\r\n  {\r\n    \"name\": \"\",\r\n    \"charFilters\": [  ],\r\n    \"tokenizer\": {\r\n      \"type\": \"\"\r\n    },\r\n    \"tokenFilters\": [  ]\r\n  }\r\n]\r\n<\/pre>\n<table style=\"width: 82.9662%;\" width=\"829\">\n<tbody>\n<tr>\n<td style=\"width: 12.9107%;\" width=\"73\">\u5c5e\u6027<\/td>\n<td style=\"width: 21.83%;\" width=\"610\">\u30bf\u30a4\u30d7<\/td>\n<td style=\"width: 46.6727%;\" width=\"73\">\u8aac\u660e<\/td>\n<td style=\"width: 17.2598%;\" width=\"73\">\u6307\u5b9a<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 12.9107%;\">name<\/td>\n<td style=\"width: 21.83%;\">\u30b9\u30c8\u30ea\u30f3\u30b0<\/td>\n<td style=\"width: 46.6727%;\">\u4efb\u610f\u306e\u540d\u79f0\u3092\u6307\u5b9a<\/td>\n<td style=\"width: 17.2598%;\">\u5fc5\u9808<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 12.9107%;\">charFilter<\/td>\n<td style=\"width: 21.83%;\">\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30ea\u30b9\u30c8<\/td>\n<td style=\"width: 46.6727%;\">0\u500b\u4ee5\u4e0a\u306e\u6587\u5b57\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u542b\u3080\u914d\u5217<\/td>\n<td style=\"width: 17.2598%;\">\u30aa\u30d7\u30b7\u30e7\u30f3<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 12.9107%;\">tokenizier<\/td>\n<td style=\"width: 21.83%;\">\u30aa\u30d6\u30b8\u30a7\u30af\u30c8<\/td>\n<td style=\"width: 46.6727%;\">\u30c8\u30fc\u30af\u30f3\u4f5c\u6210\u306b\u4f7f\u7528\u3059\u308b\u65e2\u5b9a\u306e\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc<\/td>\n<td style=\"width: 17.2598%;\">\u5fc5\u9808<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 12.9107%;\">tokenFilter<\/td>\n<td style=\"width: 21.83%;\">\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30ea\u30b9\u30c8<\/td>\n<td style=\"width: 46.6727%;\">0\u500b\u4ee5\u4e0a\u306e\u30c8\u30fc\u30af\u30f3\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u542b\u3080\u914d\u5217<\/td>\n<td style=\"width: 17.2598%;\">\u30aa\u30d7\u30b7\u30e7\u30f3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3055\u3089\u306b\u8a73\u3057\u3044\u3053\u3068\u306f\u3001<a href=\"https:\/\/www.mongodb.com\/docs\/atlas\/atlas-search\/analyzers\/custom\/#std-label-custom-analyzers\" target=\"_blank\" rel=\"noopener\">\u30de\u30cb\u30e5\u30a2\u30eb<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc<\/h2>\n<hr \/>\n<p>Atlas\u30b5\u30fc\u30c1\u3067\u306f\u3001\u6b21\u306e\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u306f\u3001Atlas\u30b5\u30fc\u30c1\u304c\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u306e\u305f\u3081\u306b\u30c6\u30ad\u30b9\u30c8\u3092\u500b\u5225\u306e\u30c1\u30e3\u30f3\u30af (n-gram)\u306b\u5206\u5272\u3059\u308b\u65b9\u6cd5\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<table style=\"width: 81.9008%;\" width=\"728\">\n<tbody>\n<tr>\n<td style=\"width: 19.7531%;\" width=\"118\">edgeGram<\/td>\n<td style=\"width: 91.0396%;\" width=\"610\">\u30c6\u30ad\u30b9\u30c8\u5165\u529b\u306e\u5de6\u5074\u307e\u305f\u306f\u300c\u30a8\u30c3\u30b8\u300d\u304b\u3089\u306e\u5165\u529b\u3092\u6240\u5b9a\u306e\u30b5\u30a4\u30ba\u306e n-gram \u306b\u30c8\u30fc\u30af\u30f3\u5316<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 19.7531%;\">keyword<\/td>\n<td style=\"width: 91.0396%;\">\u5165\u529b\u5168\u4f53\u3092\u5358\u4e00\u306e\u30c8\u30fc\u30af\u30f3\u3068\u3057\u3066\u30c8\u30fc\u30af\u30f3\u5316<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 19.7531%;\">nGram<\/td>\n<td style=\"width: 91.0396%;\">\u6307\u5b9a\u3055\u308c\u305f\u30b5\u30a4\u30ba\u306e\u30c6\u30ad\u30b9\u30c8 \u30c1\u30e3\u30f3\u30af (n-gram) \u306b\u30c8\u30fc\u30af\u30f3\u5316<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 19.7531%;\">regexCaptureGroup<\/td>\n<td style=\"width: 91.0396%;\">\u6b63\u898f\u8868\u73fe\u30d1\u30bf\u30fc\u30f3\u3092\u7167\u5408\u3057\u3066\u30c8\u30fc\u30af\u30f3\u3092\u62bd\u51fa<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 19.7531%;\">regexSplit<\/td>\n<td style=\"width: 91.0396%;\">\u6b63\u898f\u8868\u73fe\u30d9\u30fc\u30b9\u306e\u533a\u5207\u308a\u6587\u5b57\u3067\u30c8\u30fc\u30af\u30f3\u3092\u5206\u5272<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 19.7531%;\">standard<\/td>\n<td style=\"width: 91.0396%;\">\u30ef\u30fc\u30c9\u30d6\u30ec\u30fc\u30af\u30eb\u30fc\u30eb\u306b\u57fa\u3065\u3044\u3066\u30c8\u30fc\u30af\u30f3\u5316<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 19.7531%;\">uaxUrlEmail<\/td>\n<td style=\"width: 91.0396%;\">\u96fb\u5b50\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u30c8\u30fc\u30af\u30f3\u5316<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 19.7531%;\">whitespace<\/td>\n<td style=\"width: 91.0396%;\">\u5358\u8a9e\u9593\u306e\u7a7a\u767d\u306e\u767a\u751f\u306b\u57fa\u3065\u3044\u3066\u30c8\u30fc\u30af\u30f3\u5316<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3055\u3089\u306b\u8a73\u3057\u3044\u3053\u3068\u306f\u3001<a href=\"https:\/\/www.mongodb.com\/docs\/atlas\/atlas-search\/analyzers\/tokenizers\/#std-label-tokenizers-ref\" target=\"_blank\" rel=\"noopener\">\u30de\u30cb\u30e5\u30a2\u30eb<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u30de\u30eb\u30c1\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc<\/h2>\n<hr \/>\n<p>\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u306f\u3001\"multi\":{...}\u306e\u3088\u3046\u306b\u4ee3\u66ff\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002KeywordAnalyzer\u306f\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u5168\u4f53\u3092 1 \u3064\u306e\u7528\u8a9e\u3068\u3057\u3066\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4ed8\u3051\u3059\u308b\u305f\u3081\u3001\u691c\u7d22\u7528\u8a9e\u3068\u6307\u5b9a\u3055\u308c\u305f\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u5b8c\u5168\u306b\u4e00\u81f4\u3059\u308b\u5834\u5408\u306b\u306e\u307f\u7d50\u679c\u3092\u8fd4\u3057\u307e\u3059\u3002\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3092\u6307\u5b9a\u3057\u306a\u304b\u3063\u305f\u5834\u5408\u3001Altas\u30b5\u30fc\u30c1\u306f\u6a19\u6e96\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<pre>{\r\n    \"mappings\": {\r\n      \"dynamic\": false,\r\n      \"fields\": {\r\n        \"title\": {\r\n          \"type\": \"string\",\r\n          \"analyzer\": \"lucene.standard\",\r\n          \"multi\": {\r\n            \"keywordAnalyzer\": {\r\n              \"type\": \"string\",\r\n              \"analyzer\": \"lucene.keyword\"\r\n            }\r\n          }\r\n        }\r\n      }\r\n    }\r\n  }\r\n<\/pre>\n<p>\u3055\u3089\u306b\u8a73\u3057\u3044\u3053\u3068\u306f\u3001<a href=\"https:\/\/www.mongodb.com\/docs\/atlas\/atlas-search\/analyzers\/multi\/#std-label-ref-multi-analyzers\" target=\"_blank\" rel=\"noopener\">\u30de\u30cb\u30e5\u30a2\u30eb<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u65e5\u672c\u8a9e\u306e\u30c7\u30fc\u30bf\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/h2>\n<hr \/>\n<h3>\u65e5\u672c\u8a9e\u306e\u30c7\u30fc\u30bf\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h3>\n<p>\u65e5\u672c\u8a9e\u306e\u30c7\u30fc\u30bf(eventdata.zip)\u3092<a href=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/eventdata.zip\">\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a>\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u3053\u306e\u30c7\u30fc\u30bf\u306f\u3001\u7dcf\u52d9\u5c40\u304b\u3089\u6771\u4eac\u90fd\u306e<a href=\"https:\/\/catalog.data.metro.tokyo.lg.jp\/dataset\/t000003d0000000027\" target=\"_blank\" rel=\"noopener\">\u30a4\u30d9\u30f3\u30c8\u4e00\u89a7<\/a>\u3092\u5165\u624b\u3057\u3001\u82f1\u5b57\u306e\u30d8\u30c3\u30c0\u30fc\u3092\u3064\u3051\u3066UFT8\u306b\u5909\u63db\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>MongoDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30c4\u30fc\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n<p>\u6771\u4eac\u90fd\u306e\u30a4\u30d9\u30f3\u30c8\u4e00\u89a7\u306f\u3001CSV\u5f62\u5f0f\u3067\u3042\u308b\u305f\u3081\u306bmongoimport\u3067\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<br \/>\nMongoDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30c4\u30fc\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d1\u30c3\u30b1\u30fc\u30b8\u306f<a href=\"https:\/\/www.mongodb.com\/try\/download\/database-tools\" target=\"_blank\" rel=\"noopener\"> MongoDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30c4\u30fc\u30eb<\/a>\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002\u304a\u624b\u8a31\u306eOS\u306b\u5408\u308f\u305b\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u3053\u3067\u306f\u3001Windows\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066\u3044\u307e(mongodb-database-tools-windows-x86_64-100.6.1.msi).<br \/>\n\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>mongodump\/mongorestore<\/li>\n<li>bsondump<\/li>\n<li>mongoimport\/mongoexport<\/li>\n<li>mongostat<\/li>\n<li>mongotop<\/li>\n<\/ul>\n<h3>\u65e5\u672c\u8a9e\u306e\u30c7\u30fc\u30bf\u306e\u30a4\u30f3\u30dd\u30fc\u30c8<\/h3>\n<p>eventdata.csv\u3092\u914d\u7f6e\u3057\u305f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304b\u3089\u3001\u6b21\u306e\u3088\u3046\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre>mongoimport --uri mongodb+srv:\/\/dbadmin:xxxxxxxx@cluster0.xxxxxx.mongodb.net\/test --collection=events --type=csv --file=.\\eventdata.csv --headerline\r\n\r\n2022-10-21T18:43:18.877+0900    connected to: mongodb+srv:\/\/[**REDACTED**]@cluster0.xxxxxx.mongodb.net\/test\r\n2022-10-21T18:43:19.882+0900    29 document(s) imported successfully. 0 document(s) failed to import.\r\n<\/pre>\n<p>MongoDB Shell\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3001\u7d50\u679c\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre>mongosh \"mongodb+srv:\/\/dbadmin:xxxxxxxx@cluster0.xxxxxx.mongodb.net\/test\" --apiVersion 1\r\nCurrent Mongosh Log ID: 6396fa30df09fa0e33aba025\r\nConnecting to:          mongodb+srv:\/\/@cluster0.xxxxxx.mongodb.net\/test?appName=mongosh+1.1.9\r\nUsing MongoDB:          5.0.14 (API Version 1)\r\nUsing Mongosh:          1.1.9\r\n\r\nFor mongosh info see: https:\/\/docs.mongodb.com\/mongodb-shell\/\r\n\r\nAtlas Cluster0-shard-0 [primary] test&gt;\r\n<\/pre>\n<p>\u4f8b\u793a\u3067\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6570\u3092\u30ab\u30a6\u30f3\u30c8\u3057\u30011\u884c\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u8868\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre>Atlas Cluster0-shard-0 [primary] test&gt; db.events.count()\r\nDeprecationWarning: Collection.count() is deprecated. Use countDocuments or estimatedDocumentCount.\r\n29\r\nAtlas Cluster0-shard-0 [primary] test&gt; db.events.findOne()\r\n{\r\n  _id: ObjectId(\"635274122ab930d7e24d5c27\"),\r\n  no: 1700000003,\r\n  code: 130001,\r\n  todohuken: '\u6771\u4eac\u90fd',\r\n  shikumachi: '',\r\n  event_name: '\u6771\u4eac\u6d88\u9632\u51fa\u521d\u5f0f',\r\n  event_name_kana: '\u30c8\u30a6\u30ad\u30e7\u30a6\u30b7\u30e7\u30a6\u30dc\u30a6\u30c7\u30be\u30e1\u30b7\u30ad',\r\n  event_name_en: '',\r\n  start_day: '2019\/1\/6',\r\n  start_time: '9:30',\r\n  end_day: '2019\/1\/6',\r\n  end_time: '11:50',\r\n  start_memo: '\u958b\u58348:00',\r\n  desc: '\u6771\u4eac\u6d88\u9632\u51fa\u521d\u5f0f\u3068\u306f\u3001\u6d88\u9632\u8eca\u4e21\u5206\u5217\u884c\u9032\u3001\u6d88\u9632\u6f14\u6280\u3001\u97f3\u697d\u968a\u3068\u30ab\u30e9\u30fc\u30ac\u30fc\u30ba\u968a\u306b\u3088\u308b\u6f14\u594f\u6f14\u6280\u3001\u6c5f\u6238\u6d88\u9632\u8a18\u5ff5\u4f1a\u306b\u3088\u308b\u6728\u9063\u308a\u3001\u306f\u3057\u3054\u4e57\u308a\u306a\u3069\u3092\u62ab\u9732\u3059\u308b\u65b0\u6625\u6052\u4f8b\u306e\u9632\u706b\u30fb\u9632\u707d\u884c\u4e8b\u3068\u3057 \u3066\u3001\u6bce\u5e74\u591a\u304f\u306e\u65b9\u3005\u306b\u89aa\u3057\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u5c4b\u5185\u5c55\u793a\u5834\u3067\u306f\u3001\u6d88\u9632\u8eca\u4e21\u306e\u4e57\u8eca\u4f53\u9a13\u3001\uff36\uff32\u9632\u707d\u4f53\u9a13\u8eca\u3001\u8d77\u9707\u8eca\u306b\u3088\u308b\u5730\u9707\u4f53\u9a13\u306a\u3069\u3001\u7686\u69d8\u306b\u697d\u3057\u307f\u306a\u304c\u3089\u9632\u707d\u3092\u7406\u89e3\u3057\u3066\u3044\u305f\u3060\u3051\u308b\u30b3\u30fc\u30ca\u30fc\u3082\u8a2d\u3051\u3066\u3044\u307e\u3059\u3002',\r\n  tax: 0,\r\n  basic_fee: '',\r\n  fee_memo: '',\r\n  contact_name: '\u6771\u4eac\u6d88\u9632\u5e81',\r\n  contact_phone: '03-3212-2111',\r\n  sponsor: '\u6771\u4eac\u6d88\u9632\u5e81',\r\n  co_sponsored: '',\r\n  location: '\u6771\u4eac\u30d3\u30c3\u30b0\u30b5\u30a4\u30c8',\r\n  postno: '135-0063',\r\n  addresss: '\u6771\u4eac\u90fd\u6c5f\u6771\u533a\u6709\u660e3-10',\r\n  formula: '\u6771\u4eac\u30d3\u30c3\u30b0\u30b5\u30a4\u30c8\u3000\u6771\u5c55\u793a\u5834\u6771\u5074\u57cb\u7acb\u5730',\r\n  latitude: 35.633223,\r\n  longitude: 139.800744,\r\n  access: '\u308a\u3093\u304b\u3044\u7dda\u56fd\u969b\u5c55\u793a\u5834\u99c5\u5f92\u6b69\uff17\u5206\u30fb\u3086\u308a\u304b\u3082\u3081\u56fd\u969b\u5c55\u793a\u5834\u6b63\u9580\u99c5\u5f92\u6b69\uff13\u5206',\r\n\u2026\u4e2d\u7565\u2026\r\n<\/pre>\n<p>&nbsp;<\/p>\n<h2>\u65e5\u672c\u8a9e\u306e\u30b5\u30fc\u30c1\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210<\/h2>\n<hr \/>\n<p>MongoDB Atlas\u306eDatabase\u304b\u3089\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\u3092\u5165\u529b\u3057\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9(test)\u3068\u30b3\u30ec\u30af\u30b7\u30e7\u30f3(events)\u3092\u8a2d\u5b9a\u3057\u3001Next\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-57660\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-2.png\" alt=\"\" width=\"1073\" height=\"729\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-2.png 1073w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-2-360x245.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-2-1024x696.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-2-768x522.png 768w\" sizes=\"auto, (max-width: 1073px) 100vw, 1073px\" \/><\/p>\n<p>\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u30ec\u30d9\u30eb\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u306f\u3001\u30b9\u30bf\u30c6\u30a3\u30c3\u30af\u30de\u30c3\u30d4\u30f3\u30b0(dynamic:false)\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-57661\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-3.png\" alt=\"\" width=\"1019\" height=\"425\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-3.png 1019w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-3-360x150.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-3-768x320.png 768w\" sizes=\"auto, (max-width: 1019px) 100vw, 1019px\" \/><\/p>\n<p>\u30d5\u30a3\u30eb\u30c9\u306f\u30a4\u30d9\u30f3\u30c8\u306e\u8aac\u660e(desc)\u3092\u9078\u5b9a\u3057\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u306f\u30b9\u30bf\u30c6\u30a3\u30c3\u30af\u30de\u30c3\u30d4\u30f3\u30b0(dynamic:false)\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-57662\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-4.png\" alt=\"\" width=\"1086\" height=\"593\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-4.png 1086w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-4-360x197.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-4-1024x559.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-4-768x419.png 768w\" sizes=\"auto, (max-width: 1086px) 100vw, 1086px\" \/><\/p>\n<p>\u6700\u5f8c\u306b\u3001\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u306f\u30b9\u30c8\u30ea\u30f3(String)\u3001\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u306f\u3001lucene.language\u304b\u3089lucene.kuromoji\u3092\u8a2d\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-57663\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-5.png\" alt=\"\" width=\"1037\" height=\"453\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-5.png 1037w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-5-360x157.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-5-1024x447.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-5-768x335.png 768w\" sizes=\"auto, (max-width: 1037px) 100vw, 1037px\" \/><\/p>\n<blockquote><p>[lucene.japanese\u3068lucene.kuromoji\u306e\u3068\u3061\u3089\u3092\u5229\u7528\u3059\u3079\u304d\u304b]<br \/>\nAltas\u30b5\u30fc\u30c1\u306elucene.language\u3067\u306f\u3001lucene.japanese\u3068lucene.kuromoji\u306e\u4e8c\u3064\u306e\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u3068\u3061\u3089\u306b\u3059\u3079\u304d\u304b\u8ff7\u3044\u307e\u3059\u3002Kuromoji\u306f\u5e83\u304f\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001Japanese\u306f\u30b0\u30b0\u3063\u3066\u307f\u3066\u3082\u5168\u304f\u60c5\u5831\u304c\u5f97\u3089\u308c\u307e\u305b\u3093\u3002\u5168\u6587\u691c\u7d22\u306b\u8a73\u3057\u3044\u65b9\u306b\u805e\u3044\u3066\u307f\u308b\u3068\u3001Lucene\u306fjapanese\u304b\u3089kuromoji\u306b\u540d\u79f0\u5909\u66f4\u3057\u305f\u3088\u3046\u306a\u8a18\u61b6\u304c\u3042\u308b\u3068\u8a00\u308f\u308c\u307e\u3057\u305f\u3002MongoDB\u306e\u30b5\u30dd\u30fc\u30c8\u306b\u78ba\u8a8d\u3057\u3066\u307f\u308b\u3068\u3001\u30c6\u30b9\u30c8\u306e\u7d50\u679c\u3067\u306f\u6a5f\u80fd\u306e\u5dee\u304c\u306a\u3044\u3068\u3044\u3046\u8fd4\u4e8b\u3067\u3057\u305f\u3002\u3068\u3044\u3046\u3053\u3068\u3067\u3001lucene.kuromoji\u3067\u554f\u984c\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p><\/blockquote>\n<p>\u73fe\u5728\u3001Atlas\u30b5\u30fc\u30c1\u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u8a00\u8a9e\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-57664\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-6.png\" alt=\"\" width=\"1037\" height=\"592\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-6.png 1037w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-6-360x206.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-6-1024x585.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-6-768x438.png 768w\" sizes=\"auto, (max-width: 1037px) 100vw, 1037px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u65e5\u672c\u8a9e\u306e\u5168\u6587\u691c\u7d22\u3092\u5b9f\u884c<\/h2>\n<p>MongoDB Shell\u304b\u3089\u3001\u6b21\u306e\u3088\u3046\u306a\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u30af\u30a8\u30ea\u3067\u306f\u3001\u30d1\u30b9(desc)\u304b\u3089[ \"\u6771\u4eac\", \"\u6d88\u9632\", \"\u8eca\u4e21\"]\u3068\u3044\u3046\u6587\u5b57\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u691c\u7d22\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\"*\u6771\u4eac*\" or \"*\u6d88\u9632*\" or \"*\u8eca\u4e21*\"\u306e\u3088\u3046\u306b\u30ef\u30a4\u30eb\u30c9\u30ab\u30fc\u30c9\u3092\u4f7f\u3063\u305f\u3088\u3046\u306a\u7d50\u679c\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30a4\u30e1\u30fc\u30b8\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u691c\u7d22\u5bfe\u8c61\u306e\u30c7\u30fc\u30bf\u306f\u3001\u6b21\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3067\u3059\u3002<\/p>\n<blockquote><p>\u6771\u4eac\u6d88\u9632\u51fa\u521d\u5f0f\u3068\u306f\u3001\u6d88\u9632\u8eca\u4e21\u5206\u5217\u884c\u9032\u3001\u6d88\u9632\u6f14\u6280\u3001\u97f3\u697d\u968a\u3068\u30ab\u30e9\u30fc\u30ac\u30fc\u30ba\u968a\u306b\u3088\u308b\u6f14\u594f\u6f14\u6280\u3001\u6c5f\u6238\u6d88\u9632\u8a18\u5ff5\u4f1a\u306b\u3088\u308b\u6728\u9063\u308a\u3001\u306f\u3057\u3054\u4e57\u308a\u306a\u3069\u3092\u62ab\u9732\u3059\u308b\u65b0\u6625\u6052\u4f8b\u306e\u9632\u706b\u30fb\u9632\u707d\u884c\u4e8b\u3068 \u3057\u3066\u3001\u6bce\u5e74\u591a\u304f\u306e\u65b9\u3005\u306b\u89aa\u3057\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u5c4b\u5185\u5c55\u793a\u5834\u3067\u306f\u3001\u6d88\u9632\u8eca\u4e21\u306e\u4e57\u8eca\u4f53\u9a13\u3001\uff36\uff32\u9632\u707d\u4f53\u9a13\u8eca\u3001\u8d77\u9707\u8eca\u306b\u3088\u308b\u5730\u9707\u4f53\u9a13\u306a\u3069\u3001\u7686\u69d8\u306b\u697d\u3057\u307f\u306a\u304c\u3089\u9632\u707d\u3092\u7406\u89e3\u3057\u3066\u3044\u305f\u3060\u3051\u308b\u30b3\u30fc\u30ca\u30fc\u3082\u8a2d\u3051\u3066\u3044\u307e\u3059\u3002<\/p><\/blockquote>\n<pre>db.events.aggregate([\r\n  {\r\n    $search: {\r\n      \"index\": \"japanese\",\r\n      \"text\": {\r\n        \"query\":[ \"\u6771\u4eac\", \"\u6d88\u9632\", \"\u8eca\u4e21\"],\r\n        \"path\": \"desc\"\r\n      }\r\n    }\r\n  },\r\n  {\r\n    $limit: 5\r\n  },\r\n  {\r\n    $project: {\r\n      \"_id\": 0,\r\n      \"event_name\": 1,\r\n      \"desc\":1\r\n    }\r\n  }\r\n])\r\n\r\n[\r\n  {\r\n    event_name: '\u6771\u4eac\u6d88\u9632\u51fa\u521d\u5f0f',\r\n    desc: '\u6771\u4eac\u6d88\u9632\u51fa\u521d\u5f0f\u3068\u306f\u3001\u6d88\u9632\u8eca\u4e21\u5206\u5217\u884c\u9032\u3001\u6d88\u9632\u6f14\u6280\u3001\u97f3\u697d\u968a\u3068\u30ab\u30e9\u30fc\u30ac\u30fc\u30ba\u968a\u306b\u3088\u308b\u6f14\u594f\u6f14\u6280\u3001\u6c5f\u6238\u6d88\u9632\u8a18\u5ff5\u4f1a\u306b\u3088\u308b\u6728\u9063\u308a\u3001\u306f\u3057\u3054\u4e57\u308a\u306a\u3069\u3092\u62ab\u9732\u3059\u308b\u65b0\u6625\u6052\u4f8b\u306e\u9632\u706b\u30fb\u9632\u707d\u884c\u4e8b\u3068 \u3057\u3066\u3001\u6bce\u5e74\u591a\u304f\u306e\u65b9\u3005\u306b\u89aa\u3057\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u5c4b\u5185\u5c55\u793a\u5834\u3067\u306f\u3001\u6d88\u9632\u8eca\u4e21\u306e\u4e57\u8eca\u4f53\u9a13\u3001\uff36\uff32\u9632\u707d\u4f53\u9a13\u8eca\u3001\u8d77\u9707\u8eca\u306b\u3088\u308b\u5730\u9707\u4f53\u9a13\u306a\u3069\u3001\u7686\u69d8\u306b\u697d\u3057\u307f\u306a\u304c\u3089\u9632\u707d\u3092\u7406\u89e3\u3057\u3066\u3044\u305f\u3060\u3051\u308b\u30b3\u30fc\u30ca\u30fc\u3082\u8a2d\u3051\u3066\u3044\u307e\u3059\u3002'\r\n  },\r\n  {\r\n    event_name: '\u7b2c19\u56de\u6771\u4eac\u90fd\u969c\u5bb3\u8005\u30b9\u30dd\u30fc\u30c4\u5927\u4f1a \u30d0\u30ec\u30fc\u30dc\u30fc\u30eb\u7af6\u6280\uff08\u7cbe\u795e\u90e8\u9580\uff09',\r\n    desc: '\u3053\u306e\u7af6\u6280\u306f\uff16\u4eba\u5236\u30d0\u30ec\u30fc\u30dc\u30fc\u30eb\u3068\u307b\u307c\u540c\u3058\u30eb\u30fc\u30eb\u3067\u3001\u30dc\u30fc\u30eb\u306f\u30bd\u30d5\u30c8\u30d0\u30ec\u30fc\u30dc\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u5b9f\u65bd\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u6771\u4eac\u90fd\u969c\u5bb3\u8005\u30b9\u30dd\u30fc\u30c4\u5927\u4f1a\u3060\u3051\u3067\u306a\u304f\u3001\u5168\u56fd\u969c\u5bb3\u8005\u30b9\u30dd\u30fc\u30c4\u5927\u4f1a\u306e\u6b63 \u5f0f\u7af6\u6280\u3068\u3057\u3066\u3082\u5b9f\u65bd\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u666e\u6bb5\u304b\u3089\u30d0\u30ec\u30fc\u30dc\u30fc\u30eb\u3092\u697d\u3057\u307e\u308c\u3066\u3044\u308b\u65b9\u3060\u3051\u3067\u306a\u304f\u3001\u3053\u308c\u3092\u6a5f\u306b\u30c1\u30fc\u30e0\u4f5c\u308a\u3092\u3057\u3066\u3001\u6771\u4eac\u306e\uff11\u756a\u3092\u76ee\u6307\u3057\u3066\u307f\u307e\u305b\u3093\u304b\uff1f\u591a\u304f\u306e\u65b9\u306e\u3054\u53c2\u52a0\u3001\u3054\u6765\u5834\u3092\u304a\u5f85\u3061\u3057\u3066\u3044\u307e\u3059\u3002'\r\n  },\r\n  {\r\n    event_name: '\u5e73\u621030\u5e74\u5ea6\u3000\u6771\u4eac\u90fd\u7279\u5225\u652f\u63f4\u5b66\u6821\u3000\u30a2\u30fc\u30c8\u30ad\u30e3\u30e9\u30d0\u30f3\u5c55\uff08\u7b2c4\u671f\uff09',\r\n    desc: '\u6628\u5e74\u5ea6\u3001\u6771\u4eac\u90fd\u306e\u5168\u7279\u5225\u652f\u63f4\u5b66\u6821\u306b\u901a\u3046\u5b50\u4f9b\u305f\u3061\u306e\u5fdc\u52df\u4f5c\u54c1813\u70b9\u306e\u4e2d\u304b\u3089\u3001\u5be9\u67fb\u4f1a\u3092\u7d4c\u3066\u9078\u3070\u308c\u305f50\u70b9\u306e\u4f5c\u54c1\u3092\u3001\u300c\u7b2c3\u56de\u3000\u6771\u4eac\u90fd\u7279\u5225\u652f\u63f4\u5b66\u6821\u30a2\u30fc\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5c55\u300d\u3067\u5c55\u793a\u3057\u307e\u3057 \u305f\u3002\u672c\u30ad\u30e3\u30e9\u30d0\u30f3\u5c55\u306f\u3001\u305d\u306e50\u70b9\u306e\u4f5c\u54c1\u306e\u4e2d\u304b\u3089\u3001\u6771\u4eac\u85dd\u8853\u5927\u5b66\u306e\u76e3\u4fee\u306e\u4e0b\u3001\u305d\u308c\u305e\u308c\u306e\u4f1a\u5834\u306e\u96f0\u56f2\u6c17\u306a\u3069\u306b\u5408\u308f\u305b\u3066\u300120\uff5e30\u70b9\u306e\u4f5c\u54c1\u3092\u9078\u3093\u3067\u5c55\u793a\u3057\u3066\u3044\u308b\u5c55\u89a7\u4f1a\u3067\u3059\u3002\u5e73\u621030\u5e747\u6708\u304b\u3089\u5e73\u621031 \u5e741\u6708\u307e\u3067\u3001\u90fd\u5185\u306e4\u4f1a\u5834\u3067\u5b9f\u65bd\u3057\u307e\u3059\u3002\u5b50\u4f9b\u305f\u3061\u306e\u5275\u9020\u529b\u304c\u751f\u307f\u51fa\u3059\u3001\u82b8\u8853\u306e\u4e16\u754c\u3092\u5fa1\u582a\u80fd\u304f\u3060\u3055\u3044\u3002'\r\n  },\r\n  {\r\n    event_name: '\u7b2c4\u56de\u3000\u6771\u4eac\u90fd\u7279\u5225\u652f\u63f4\u5b66\u6821\u30a2\u30fc\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5c55\u3000\u672a\u6765\u3078\u3000\u5fc3\u3086\u3055\u3076\u308b\u8272\u30fb\u5f62',\r\n    desc: '\u6771\u4eac\u90fd\u6559\u80b2\u59d4\u54e1\u4f1a\u306f\u3001\u300c\u7b2c4\u56de\u3000\u6771\u4eac\u90fd\u7279\u5225\u652f\u63f4\u5b66\u6821\u30a2\u30fc\u30c8\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5c55\u3000\u672a\u6765\u3078\u3000\u5fc3\u3086\u3055\u3076\u308b\u8272\u30fb\u5f62\u300d\u3092\u958b\u50ac\u3057\u307e\u3059\u306e\u3067\u3001\u304a\u77e5\u3089\u305b\u3057\u307e\u3059\u3002 \u90fd\u5185\u7279\u5225\u652f\u63f4\u5b66\u6821\u306b\u5728\u7c4d\u3059\u308b\u5150\u7ae5\u30fb\u751f \u5f92\u306e\u82b8\u8853\u6d3b\u52d5\u3078\u306e\u610f\u6b32\u559a\u8d77\u3084\u624d\u80fd\u306e\u65e9\u671f\u767a\u898b\u3068\u4f38\u9577\u3092\u56f3\u308b\u3068\u3068\u3082\u306b\u3001\u5e83\u304f\u90fd\u6c11\u306b\u969c\u5bb3\u8005\u3078\u306e\u7406\u89e3\u3092\u4fc3\u9032\u3059\u308b\u305f\u3081\u3001\u5150\u7ae5\u30fb\u751f\u5f92\u304c\u5236\u4f5c\u3057\u305f\u512a\u308c\u305f\u4f5c\u54c1\u3092\u5c55\u793a\u3057\u307e\u3059\u3002'\r\n  },\r\n  {\r\n    event_name: '\uff1c\uff14\u6708\u306e\u30a4\u30d9\u30f3\u30c8\u30af\u30eb\u30fc\u30ba\uff1e\u98df\u6587\u5316\u30af\u30eb\u30fc\u30ba\u30fb\u3064\u304d\u3062\u7530\u6751\u300c\u4e94\u5473\u8abf\u548c\u3068\u548c\u98df\u306e\u8a71\u300d\u3068\u7279\u5225\u30e9\u30f3\u30c1',\r\n    desc: '\u300c\u4e94\u5473\u8abf\u548c\u300d\u3092\u63b2\u3052\u73fe\u5728\u306e\u65e5\u672c\u6599\u7406\u754c\u3092\u727d\u5f15\u3057\u3066\u304d\u305f\u300c\u3064\u304d\u3062\u7530\u6751\u300d\u3001\u305d\u306e\u4e09\u4ee3\u76ee\u3067\u3042\u308b\u7530\u6751\u9686\u6c0f\u304b\u3089\u300c\u4e94\u5473\u8abf\u548c\u3068\u548c\u98df\u306e\u8a71\u300d\u3092\u8074\u304f\u3002\u3064\u304d\u3062\u7530\u6751\u3067\u300c\u6771\u4eac\u6c34\u8fba\u30e9\u30a4\u30f3\u7279\u5225\u30e9\u30f3\u30c1\u300d\u306e \u663c\u98df\u3002\u89e3\u6563\u5f8c\u306f\u7bc9\u5730\u754c\u9688\u3092\u81ea\u7531\u6563\u7b56\u3002\uff08\u7bc9\u5730\u89b3\u5149\u30de\u30c3\u30d7\u3092\u914d\u5e03\uff09'\r\n  }\r\n]\r\n<\/pre>\n<p>\u4e0a\u624b\u304f\u3001\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u304b?<br \/>\n\u300c\u6771\u4eac\u6d88\u9632\/\u6771\u4eac\u6d88\/\u6d88\u9632\/\u6d88\u9632\u8eca\u4e21\/\u6d88\u9632\u8eca\/\u8eca\u4e21\/\u9632\u707d\u4f53\u9a13\/\u9632\u707d\u4f53\/\u9632\u707d\/\u4f53\u9a13\u300d\u306e\u3088\u3046\u306b\u691c\u8a3c\u5bfe\u8c61\u306e\u6587\u5b57\u5217\u304c\u591a\u5c11\u63fa\u308c\u3066\u3082\u554f\u984c\u306a\u304f\u30d2\u30c3\u30c8\u3059\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u4eca\u56de\u306f\u3001\u65e5\u672c\u8a9e\u306e\u5168\u6587\u691c\u7d22\u306b\u304a\u3051\u308b\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u306e\u8a2d\u5b9a\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7c21\u7565\u306b\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u65e5\u672c\u8a9e\u3060\u304b\u3089\u7279\u5225\u306b\u96e3\u3057\u304f\u306a\u308b\u3088\u3046\u306a\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u65e2\u5b9a\u306e\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u304c\u8981\u4ef6\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u51fa\u6765\u306a\u3044\u5834\u5408\u306f\u3001\u30ab\u30b9\u30bf\u30e0\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u6b21\u56de\u3067\u306f\u3001CLI\u306b\u3088\u308b\u30de\u30c3\u30d4\u30f3\u30b0\u5b9a\u7fa9\u306a\u3069\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; \u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u306f MongoDB Atlas\u4e0a\u3067\u65e5\u672c\u8a9e\u3092\u542b\u3080\u591a\u8a00\u8a9e\u306e\u5168\u6587\u691c\u7d22\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u306e\u3067\u4f7f\u3044\u65b9\u306a\u3069\u3092\u9023\u8f09\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u9023\u306e\u8a18\u4e8b\u306f\u3001[\u95a2\u9023\u8a18\u4e8b]\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4eca\u56de\u306f\u3001\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 [&#8230;]<\/p>\n","protected":false},"author":13,"featured_media":57659,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[61,79,151,16],"tags":[],"class_list":["post-57657","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-lee","category-mongodb","category-nosql","category-author"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 #MongoDB #NoSQL - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"lee, MongoDB, NoSQL, \u8457\u8005\uff08Author\uff09 |&nbsp; \u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u306f MongoDB\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 #MongoDB #NoSQL - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"og:description\" content=\"lee, MongoDB, NoSQL, \u8457\u8005\uff08Author\uff09 |&nbsp; \u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u306f MongoDB\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657\" \/>\n<meta property=\"og:site_name\" content=\"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/creationline\" \/>\n<meta property=\"article:published_time\" content=\"2022-12-20T02:52:10+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-12-21T05:42:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"785\" \/>\n\t<meta property=\"og:image:height\" content=\"580\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"lee\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@awk256\" \/>\n<meta name=\"twitter:site\" content=\"@creationline\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"lee\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657\"},\"author\":{\"name\":\"lee\",\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/7a9c09b6fc036bd56d9a7f7264389616\"},\"headline\":\"MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 #MongoDB #NoSQL\",\"datePublished\":\"2022-12-20T02:52:10+00:00\",\"dateModified\":\"2022-12-21T05:42:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657\"},\"wordCount\":110,\"image\":{\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-1.png\",\"articleSection\":[\"lee\",\"MongoDB\",\"NoSQL\",\"\u8457\u8005\uff08Author\uff09\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657\",\"url\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657\",\"name\":\"MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 #MongoDB #NoSQL - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\",\"isPartOf\":{\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-1.png\",\"datePublished\":\"2022-12-20T02:52:10+00:00\",\"dateModified\":\"2022-12-21T05:42:30+00:00\",\"author\":{\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/7a9c09b6fc036bd56d9a7f7264389616\"},\"description\":\"lee, MongoDB, NoSQL, \u8457\u8005\uff08Author\uff09 |&nbsp; \u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u306f MongoDB\",\"breadcrumb\":{\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#primaryimage\",\"url\":\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-1.png\",\"contentUrl\":\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-1.png\",\"width\":785,\"height\":580},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"HOME\",\"item\":\"https:\/\/www.creationline.com\/tech-blog\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u30c7\u30fc\u30bf\u200b\u200b\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\",\"item\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"MongoDB\",\"item\":\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 #MongoDB #NoSQL\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/#website\",\"url\":\"https:\/\/www.creationline.com\/tech-blog\/\",\"name\":\"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\",\"description\":\"\u30a2\u30b8\u30e3\u30a4\u30eb\uff06DevOps\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u3001AI\uff06LLM\u306e\u5148\u7aef\u6280\u8853\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.creationline.com\/tech-blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/7a9c09b6fc036bd56d9a7f7264389616\",\"name\":\"lee\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/278a9c7ed6393635496209225c69f2d6caf4f4b360cf0c2a80ada723070d4f94?s=96&d=wp_user_avatar&r=g\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/278a9c7ed6393635496209225c69f2d6caf4f4b360cf0c2a80ada723070d4f94?s=96&d=wp_user_avatar&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/278a9c7ed6393635496209225c69f2d6caf4f4b360cf0c2a80ada723070d4f94?s=96&d=wp_user_avatar&r=g\",\"caption\":\"lee\"},\"description\":\"\u30e2\u30c0\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u57fa\u76e4\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u3068\u3057\u3066\u6d3b\u52d5\u3057\u3066\u3044\u307e\u3059\u3002 [\u8457\u66f8] \u30fbAmazon Cloud\u30c6\u30af\u30cb\u30ab\u30eb\u30ac\u30a4\u30c9\u2015EC2\/S3\u304b\u3089VPC\u307e\u3067\u5fb9\u5e95\u89e3\u6790 \u30fbAmazon Elastic MapReduce\u30c6\u30af\u30cb\u30ab\u30eb\u30ac\u30a4\u30c9 \u2015\u30af\u30e9\u30a6\u30c9\u578bHadoop\u3067\u5b9f\u73fe\u3059\u308b\u5927\u898f\u6a21\u5206\u6563\u51e6\u7406 \u30fbCypher\u30af\u30a8\u30ea\u30fc\u8a00\u8a9e\u306e\u4e8b\u4f8b\u3067\u5b66\u3076\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9Neo4j \u30fbNeo4j\u3092\u4f7f\u3046\u30b0\u30e9\u30d5\u578b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5165\u9580(\u5171\u8457) \u30fbRDB\u6280\u8853\u8005\u306e\u305f\u3081\u306eNoSQL\u30ac\u30a4\u30c9(\u5171\u8457)\",\"sameAs\":[\"https:\/\/x.com\/@awk256\"],\"url\":\"https:\/\/www.creationline.com\/tech-blog\/author\/lee\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 #MongoDB #NoSQL - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","description":"lee, MongoDB, NoSQL, \u8457\u8005\uff08Author\uff09 |&nbsp; \u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u306f MongoDB","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657","og_locale":"ja_JP","og_type":"article","og_title":"MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 #MongoDB #NoSQL - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","og_description":"lee, MongoDB, NoSQL, \u8457\u8005\uff08Author\uff09 |&nbsp; \u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u306f MongoDB","og_url":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657","og_site_name":"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","article_publisher":"https:\/\/www.facebook.com\/creationline","article_published_time":"2022-12-20T02:52:10+00:00","article_modified_time":"2022-12-21T05:42:30+00:00","og_image":[{"width":785,"height":580,"url":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-1.png","type":"image\/png"}],"author":"lee","twitter_card":"summary_large_image","twitter_creator":"@awk256","twitter_site":"@creationline","twitter_misc":{"\u57f7\u7b46\u8005":"lee","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"2\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#article","isPartOf":{"@id":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657"},"author":{"name":"lee","@id":"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/7a9c09b6fc036bd56d9a7f7264389616"},"headline":"MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 #MongoDB #NoSQL","datePublished":"2022-12-20T02:52:10+00:00","dateModified":"2022-12-21T05:42:30+00:00","mainEntityOfPage":{"@id":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657"},"wordCount":110,"image":{"@id":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#primaryimage"},"thumbnailUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-1.png","articleSection":["lee","MongoDB","NoSQL","\u8457\u8005\uff08Author\uff09"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657","url":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657","name":"MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 #MongoDB #NoSQL - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","isPartOf":{"@id":"https:\/\/www.creationline.com\/tech-blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#primaryimage"},"image":{"@id":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#primaryimage"},"thumbnailUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-1.png","datePublished":"2022-12-20T02:52:10+00:00","dateModified":"2022-12-21T05:42:30+00:00","author":{"@id":"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/7a9c09b6fc036bd56d9a7f7264389616"},"description":"lee, MongoDB, NoSQL, \u8457\u8005\uff08Author\uff09 |&nbsp; \u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u306f MongoDB","breadcrumb":{"@id":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#primaryimage","url":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-1.png","contentUrl":"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/12\/Atlas-search-japanese-1.png","width":785,"height":580},{"@type":"BreadcrumbList","@id":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/57657#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"HOME","item":"https:\/\/www.creationline.com\/tech-blog"},{"@type":"ListItem","position":2,"name":"\u30c7\u30fc\u30bf\u200b\u200b\u30de\u30cd\u30b8\u30e1\u30f3\u30c8","item":"https:\/\/www.creationline.com\/tech-blog\/data-management"},{"@type":"ListItem","position":3,"name":"MongoDB","item":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb"},{"@type":"ListItem","position":4,"name":"MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 #MongoDB #NoSQL"}]},{"@type":"WebSite","@id":"https:\/\/www.creationline.com\/tech-blog\/#website","url":"https:\/\/www.creationline.com\/tech-blog\/","name":"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3","description":"\u30a2\u30b8\u30e3\u30a4\u30eb\uff06DevOps\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u3001AI\uff06LLM\u306e\u5148\u7aef\u6280\u8853","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.creationline.com\/tech-blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/www.creationline.com\/tech-blog\/#\/schema\/person\/7a9c09b6fc036bd56d9a7f7264389616","name":"lee","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/278a9c7ed6393635496209225c69f2d6caf4f4b360cf0c2a80ada723070d4f94?s=96&d=wp_user_avatar&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/278a9c7ed6393635496209225c69f2d6caf4f4b360cf0c2a80ada723070d4f94?s=96&d=wp_user_avatar&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/278a9c7ed6393635496209225c69f2d6caf4f4b360cf0c2a80ada723070d4f94?s=96&d=wp_user_avatar&r=g","caption":"lee"},"description":"\u30e2\u30c0\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u57fa\u76e4\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u3068\u3057\u3066\u6d3b\u52d5\u3057\u3066\u3044\u307e\u3059\u3002 [\u8457\u66f8] \u30fbAmazon Cloud\u30c6\u30af\u30cb\u30ab\u30eb\u30ac\u30a4\u30c9\u2015EC2\/S3\u304b\u3089VPC\u307e\u3067\u5fb9\u5e95\u89e3\u6790 \u30fbAmazon Elastic MapReduce\u30c6\u30af\u30cb\u30ab\u30eb\u30ac\u30a4\u30c9 \u2015\u30af\u30e9\u30a6\u30c9\u578bHadoop\u3067\u5b9f\u73fe\u3059\u308b\u5927\u898f\u6a21\u5206\u6563\u51e6\u7406 \u30fbCypher\u30af\u30a8\u30ea\u30fc\u8a00\u8a9e\u306e\u4e8b\u4f8b\u3067\u5b66\u3076\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9Neo4j \u30fbNeo4j\u3092\u4f7f\u3046\u30b0\u30e9\u30d5\u578b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5165\u9580(\u5171\u8457) \u30fbRDB\u6280\u8853\u8005\u306e\u305f\u3081\u306eNoSQL\u30ac\u30a4\u30c9(\u5171\u8457)","sameAs":["https:\/\/x.com\/@awk256"],"url":"https:\/\/www.creationline.com\/tech-blog\/author\/lee"}]}},"_links":{"self":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts\/57657","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/comments?post=57657"}],"version-history":[{"count":59,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts\/57657\/revisions"}],"predecessor-version":[{"id":57797,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/posts\/57657\/revisions\/57797"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/media\/57659"}],"wp:attachment":[{"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/media?parent=57657"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/categories?post=57657"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.creationline.com\/tech-blog\/wp-json\/wp\/v2\/tags?post=57657"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}