{"id":56353,"date":"2022-11-15T15:58:16","date_gmt":"2022-11-15T06:58:16","guid":{"rendered":"https:\/\/www.creationline.com\/?p=56353"},"modified":"2022-12-20T13:15:26","modified_gmt":"2022-12-20T04:15:26","slug":"mongodb-atlas%e5%85%a8%e6%96%87%e6%a4%9c%e7%b4%a2%e3%82%b5%e3%83%bc%e3%83%93%e3%82%b9-%e5%9f%ba%e7%a4%8e%e7%b7%a8","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/56353","title":{"rendered":"MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u57fa\u790e\u7de8 #MongoDB #NoSQL"},"content":{"rendered":"<p>&nbsp;<\/p>\n<h2>Atlas\u30b5\u30fc\u30c1\u3068\u306f<\/h2>\n<hr \/>\n<p>Atlas\u30b5\u30fc\u30c1\u306f\u3001MongoDB Atlas\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u65e5\u672c\u8a9e\u3092\u542b\u3080\u591a\u8a00\u8a9e\u306e\u5168\u6587\u691c\u7d22\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002MongoDB Atlas\u4e0a\u3067\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001Elasticsearch\u3001Solr\u3068\u540c\u3058\u6e90\u6cc9\u6280\u8853\u3067\u3042\u308b<a href=\"https:\/\/lucene.apache.org\/\" target=\"_blank\" rel=\"noopener\">Apache Lucene<\/a>\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066\u3044\u307e\u3059\u3002MongoDB Atlas\u3068\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u306b\u3001\u30e6\u30fc\u30b6\u306f\u5225\u9014\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u69cb\u6210\u306a\u3069\u3092\u610f\u8b58\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u3057\u3066\u3001\u691c\u7d22\u30af\u30a8\u30ea\u306f\u3001\u5f93\u6765\u306eAggregation\u306b\u5168\u6587\u691c\u7d22\u306e\u305f\u3081\u306e$search\u30b9\u30c6\u30fc\u30b8\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u8ffd\u52a0\u7684\u306a\u8ca0\u62c5\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u3053\u3067\u306f\u3001MongoDB Atlas\u306e\u5168\u6587\u691c\u7d22\u30b5\u30fc\u30d3\u30b9\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u306a\u3069\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p><strong>[\u95a2\u9023\u8a18\u4e8b]<\/strong><\/p>\n<ul>\n<li><a href=\"\/blog\/56353\" target=\"_blank\" rel=\"noopener\">MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u57fa\u790e\u7de8<\/a><\/li>\n<li><a href=\"\/blog\/57480\" target=\"_blank\" rel=\"noopener\">MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u306e\u30de\u30c3\u30d4\u30f3\u30b0<\/a><\/li>\n<li><a href=\"\/blog\/57657\" target=\"_blank\" rel=\"noopener\">MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3068\u65e5\u672c\u8a9e\u306e\u691c\u7d22 <\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>Atlas\u30b5\u30fc\u30c1\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066<\/h2>\n<hr \/>\n<p>2020\u5e74\u304b\u3089\u30b5\u30fc\u30d3\u30b9\u3092\u958b\u59cb\u3057\u3001\u6bb5\u968e\u7684\u306b\u6a5f\u80fd\u3092\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n2020\u5e7404\u6708\u3001\u5730\u7406\u60c5\u5831\u691c\u7d22\u3001aggregation\u306e$search\u30b9\u30c6\u30fc\u30b8\u306e\u30b5\u30fc\u30d3\u30b9\u958b\u59cb<br \/>\n2021\u5e7403\u6708\u3001\u8a00\u8a9e\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3001\u30c8\u30fc\u30af\u30f3\u30d5\u30a3\u30eb\u30bf\u30fc\u3001\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u306a\u3069\u3092\u8ffd\u52a0\u3002\u304a\u305d\u3089\u304f\u3001\u672c\u683c\u7684\u306a\u65e5\u672c\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u306f\u3053\u3053\u304b\u3089<\/p>\n<p>\u6700\u65b0\u306e\u72b6\u6cc1\u306f\u3001\u6b21\u306eURL\u304b\u3089\u53c2\u7167\u3067\u304d\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/www.mongodb.com\/docs\/atlas\/atlas-search\/atlas-search-overview\/\" target=\"_blank\" rel=\"noopener\">www.mongodb.com\/docs\/atlas\/atlas-search\/atlas-search-overview<\/a><\/p>\n<p>\u73fe\u5728\u3001\u7d99\u7d9a\u7684\u306b\u6a5f\u80fd\u306e\u8ffd\u52a0\u304c\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>Atlas\u30b5\u30fc\u30c1\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc<\/h2>\n<hr \/>\n<p>Atlas\u30b5\u30fc\u30c1\u3067\u306f\u3001MongoDB\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u5404\u30ce\u30fc\u30c9\u306b\u901a\u5e38\u306emongod\u306b\u52a0\u3048\u3066mongot\u304c\u914d\u7f6e\u3055\u308c\u307e\u3059\u3002mongod\u306f\u901a\u5e38\u306eMongoDB\u7528\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308a\u3001mongot\u306f\u5168\u6587\u691c\u7d22\u7528\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002<br \/>\n\u5168\u6587\u691c\u7d22\u306fmongot\u3067\u5b9f\u884c\u3057\u3001\u7d50\u679c\u5024\u306eObjectId\u3092mongod\u306b\u8fd4\u3059\u3068\u3001mongod\u3067\u30d3\u30e5\u30fc\u306e\u305f\u3081\u306e\u691c\u7d22\u3092\u5b9f\u884c\u3057\u7d50\u679c\u3092\u8fd4\u3057\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56688\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-4.png\" alt=\"\" width=\"451\" height=\"294\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-4.png 451w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-4-360x235.png 360w\" sizes=\"auto, (max-width: 451px) 100vw, 451px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>Atlas\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u53d6\u5f97<\/h2>\n<hr \/>\n<p>MongoDB Atlas\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u6301\u3066\u3044\u306a\u3044\u65b9\u306f\u3001<a href=\"\/lab\/30145\" target=\"_blank\" rel=\"noopener\">MongoDB Atlas\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u53d6\u5f97<\/a>\u3092\u53c2\u7167\u3057\u3066\u53d6\u5f97\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3042\u308b\u3044\u306f\u3001<a href=\"https:\/\/www.mongodb.com\/atlas\/database\/\" target=\"_blank\" rel=\"noopener\">\u672c\u7cfb\u306eURL<\/a>\u3092\u5229\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56686\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-2.png\" alt=\"\" width=\"192\" height=\"380\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-2.png 192w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-2-182x360.png 182w\" sizes=\"auto, (max-width: 192px) 100vw, 192px\" \/><\/p>\n<p>\u7279\u306b\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u306f\u4e0d\u8981\u3067\u3042\u308a\u3001\u7121\u6599\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u304c\u4f7f\u3048\u307e\u3059\u3002\u7121\u6599\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u306f\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u53d6\u5f97\u904e\u7a0b\u3067\u7372\u5f97\u3067\u304d\u307e\u3059\u3002\u624b\u9806\u3092\u9593\u9055\u3063\u305f\u306a\u3069\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u304c\u53d6\u5f97\u3067\u304d\u306a\u3044\u304b\u3063\u305f\u5834\u5408\u3001Atlas\u306e\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u4f5c\u6210\u3067\u304d\u307e\u3059(Database\u2192Create)\u3002\u7121\u6599\u67a0\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u306f\u3001M0\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56687\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-3.png\" alt=\"\" width=\"437\" height=\"389\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-3.png 437w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-3-360x320.png 360w\" sizes=\"auto, (max-width: 437px) 100vw, 437px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/h2>\n<hr \/>\n<p>MongoDB Atlas\u306eUI\u3067\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56689\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-5.png\" alt=\"\" width=\"567\" height=\"193\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-5.png 567w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-5-360x123.png 360w\" sizes=\"auto, (max-width: 567px) 100vw, 567px\" \/><\/p>\n<p>Load Sample Dataset\u3092\u30af\u30ea\u30c3\u30af<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56690\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-6.png\" alt=\"\" width=\"266\" height=\"130\" \/><\/p>\n<p>\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u306e\u4e2d\u8eab\u306f\u3001<a href=\"https:\/\/www.mongodb.com\/docs\/atlas\/sample-data\/\" target=\"_blank\" rel=\"noopener\">\u3053\u3053<\/a>\u304b\u3089\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Atals UI\u304b\u3089\u3001\u7d44\u7e54\u2192\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u2192\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u2192\u30af\u30e9\u30b9\u30bf\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3(Collections)\u304b\u3089\u3082\u3001\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56691\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-7.png\" alt=\"\" width=\"136\" height=\"195\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>Atlas\u30b5\u30fc\u30c1\u306e\u305f\u3081\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210<\/h2>\n<hr \/>\n<p>Atlas\u30b5\u30fc\u30c1\u306e\u305f\u3081\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u65b9\u6cd5\u306f\u8907\u6570\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>Atlas UI<\/li>\n<li>Search API(Curl)<\/li>\n<li>CLI<\/li>\n<\/ul>\n<p>\u3053\u3053\u3067\u306f\u3001\u6700\u3082\u5206\u304b\u308a\u3084\u3059\u3044Atlas UI\u3092\u4f7f\u3063\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<p>1.\u7d44\u7e54\u2192\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u2192\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u2192\u30af\u30e9\u30b9\u30bf\u3092\u9078\u629e\u3057\u3001Create Search Index\u3092\u30af\u30ea\u30c3\u30af<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56693\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-8.png\" alt=\"\" width=\"567\" height=\"306\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-8.png 567w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-8-360x194.png 360w\" sizes=\"auto, (max-width: 567px) 100vw, 567px\" \/><\/p>\n<p>2.Configuration Method\u3067\u3001Visual Editor\u3092\u9078\u629e\u3057\u3001Next\u3092\u30af\u30ea\u30c3\u30af<br \/>\nJSON Editor\u306f\u3001\u69d8\u3005\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u5341\u5206\u306b\u6163\u308c\u3066\u304b\u3089\u3001CLI\u304b\u3089\u306e\u5b9f\u884c\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56694\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-9.png\" alt=\"\" width=\"567\" height=\"315\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-9.png 567w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-9-360x200.png 360w\" sizes=\"auto, (max-width: 567px) 100vw, 567px\" \/><\/p>\n<p>3.Index\u540d\u306fdefault\u3067sample_mflex.movies(database.collection)\u3092\u9078\u629e\u3057\u3001Next\u3092\u30af\u30ea\u30c3\u30af<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56696\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-10.png\" alt=\"\" width=\"503\" height=\"352\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-10.png 503w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-10-360x252.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-10-280x195.png 280w\" sizes=\"auto, (max-width: 503px) 100vw, 503px\" \/><\/p>\n<p>4.Create Search Index\u3092\u30af\u30ea\u30c3\u30af<br \/>\n\u3068\u308a\u3042\u3048\u305a\u3001\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3059\u3079\u3066Default\u3067\u9032\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56697\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-11.png\" alt=\"\" width=\"478\" height=\"332\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-11.png 478w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-11-360x250.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-11-280x195.png 280w\" sizes=\"auto, (max-width: 478px) 100vw, 478px\" \/><\/p>\n<ul>\n<li>Index Analyzer:lucene.standard(default)<\/li>\n<li>Search Analyzer:lucene.standard(default)<\/li>\n<li>Dynamic Mapping:Enable(default)<\/li>\n<li>Store Full Document: Disable(default)<\/li>\n<\/ul>\n<p>Close\u3067\u9589\u3058\u308b\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56698\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-12.png\" alt=\"\" width=\"323\" height=\"247\" \/><\/p>\n<p>\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u306e\u30b5\u30a4\u30ba\u3067\u306f\u3001\u4e00\u5206\u3050\u3089\u3044\u639b\u304b\u308a\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56699\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-13.png\" alt=\"\" width=\"567\" height=\"181\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-13.png 567w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-13-360x115.png 360w\" sizes=\"auto, (max-width: 567px) 100vw, 567px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>Atlas\u30b5\u30fc\u30c1\u306e\u30af\u30a8\u30ea\u5b9f\u884c<\/h2>\n<hr \/>\n<p>\u3053\u3053\u3067\u306f\u3001MongoDB Shell(mongosh)\u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>1.MongoDB Shell\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044<br \/>\nMongoDB Shell\u306f\u30ea\u30e2\u30fc\u30c8\u304b\u3089MongoDB Atlas\u306b\u63a5\u7d9a\u3057\u3001\u30af\u30a8\u30ea\u304c\u5b9f\u884c\u3067\u304d\u308b\u6700\u3082\u30b7\u30f3\u30d7\u30eb\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002<br \/>\nMongoDB Tools\u306e\u30da\u30fc\u30b8\u304b\u3089\u304a\u624b\u8a31\u306eOS\u74b0\u5883\u306b\u5408\u308f\u305b\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d1\u30c3\u30b1\u30fc\u30b8\u3092<a href=\"https:\/\/www.mongodb.com\/try\/download\/shell\/\" target=\"_blank\" rel=\"noopener\">\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a>\u3057\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>2.MongoDB Atlas\u306b\u63a5\u7d9a\u3059\u308b<br \/>\nMongoDB Atlas UI\u304b\u3089\u63a5\u7d9a\u6587\u5b57\u5217\u3092\u53d6\u5f97\u3057\u3066\u304f\u3060\u3055\u3044(\u7d44\u7e54\u2192\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u2192\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u2192\u30af\u30e9\u30b9\u30bf\u30fc\u2192CONNECT\u2192Connect with MongoDB Shell\u2192I have the MongoDB Shell installed)<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56701\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-14.png\" alt=\"\" width=\"362\" height=\"106\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-14.png 362w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/11\/Atlas-search-14-360x105.png 360w\" sizes=\"auto, (max-width: 362px) 100vw, 362px\" \/><\/p>\n<p>mongosh\u304b\u3089MongoDB Atlas\u306b\u63a5\u7d9a\u3057\u3001movies\u30c7\u30fc\u30bf\u3092\uff11\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u51fa\u529b\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<pre>mongosh \"mongodb+srv:\/\/&lt;\u30e6\u30fc\u30b6&gt;:&lt;\u30d1\u30b9\u30ef\u30fc\u30c9&gt;@cluster0.xxxxx.mongodb.net\/test\" --apiVersion 1\r\nCurrent Mongosh Log ID: 6368adbcb3260adc27beadc9\r\nConnecting to:          mongodb+srv:\/\/@cluster0.xxxxx.mongodb.net\/test?appName=mongosh+1.1.9\r\nUsing MongoDB:          5.0.13 (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; use sample_mflix\r\nswitched to db sample_mflix\r\nAtlas Cluster0-shard-0 [primary] sample_mflix&gt; show collections\r\ncomments\r\nmovies\r\nsessions\r\ntheaters\r\nusers\r\nAtlas Cluster0-shard-0 [primary] sample_mflix&gt; db.movies.findOne()\r\n{\r\n  _id: ObjectId(\"573a1390f29313caabcd5b9a\"),\r\n  plot: \"In the wayward western town known as Hell's Hinges, a local tough guy is reformed by the faith of a good woman.\",\r\n  genres: [ 'Romance', 'Western' ],\r\n  runtime: 64,\r\n  rated: 'UNRATED',\r\n  cast: [\r\n    'William S. Hart',\r\n    'Clara Williams',\r\n    'Jack Standing',\r\n    'Alfred Hollingsworth'\r\n  ],\r\n  num_mflix_comments: 2,\r\n  title: \"Hell's Hinges\",\r\n  fullplot: \"When Reverend Robert Henley and his sister Faith arrive in the town of Hell's Hinges, saloon owner Silk Miller and his cohorts sense danger to their evil ways. They hire gunman Blaze Tracy to run the minister out of town. But Blaze finds something in Faith Henley that turns him around, and soon Silk Miller and his compadres have Blaze to deal with.\",\r\n  languages: [ 'English' ],\r\n  released: ISODate(\"1916-03-05T00:00:00.000Z\"),\r\n  directors: [ 'Charles Swickard', 'William S. Hart', 'Clifford Smith' ],\r\n  writers: [ 'C. Gardner Sullivan (screenplay)', 'C. Gardner Sullivan (story)' ],\r\n  awards: { wins: 1, nominations: 0, text: '1 win.' },\r\n  lastupdated: '2015-08-16 01:13:00.090000000',\r\n  year: 1916,\r\n  imdb: { rating: 6.4, votes: 531, id: 6780 },\r\n  countries: [ 'USA' ],\r\n  type: 'movie',\r\n  tomatoes: {\r\n    viewer: { rating: 3.2, numReviews: 98, meter: 36 },\r\n    lastUpdated: ISODate(\"2015-09-01T19:31:17.000Z\")\r\n  }\r\n}\r\n<\/pre>\n<p>&lt;\u30e6\u30fc\u30b6&gt;:&lt;\u30d1\u30b9\u30ef\u30fc\u30c9&gt;\u306f\u3001Altas\u306eDafult\u30e6\u30fc\u30b6(admin)\u3092\u4f7f\u3046\u304b\u3001\u5225\u9014\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044(\u7d44\u7e54\u2192\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u2192Database Access\u2192ADD NEW DATABASE USER)<\/p>\n<p>3.\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b<\/p>\n<p>\u30af\u30a8\u30ea\u306f\u3001\u96c6\u8a08\u30af\u30a8\u30ea(Aggregation)\u306e\u5168\u6587\u691c\u7d22\u306e\u30b9\u30c6\u30fc\u30b8($search)\u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/p>\n<pre>db.movies.aggregate([\r\n  {\r\n    $search: {\r\n      \"index\": \"default\",\r\n      \"text\": {\r\n        \"query\": \"baseball\",\r\n        \"path\": \"plot\"\r\n      }\r\n    }\r\n  },\r\n  {\r\n    $limit:5\r\n  },\r\n  {\r\n    $project: {\r\n      \"_id\": 0,\r\n      \"title\": 1,\r\n      \"plot\": 1\r\n    }\r\n  }\r\n])\r\n[\r\n  {\r\n    plot: 'A trio of guys try and make up for missed opportunities in childhood by forming a three-player baseball team to compete against standard children baseball squads.',\r\n    title: 'The Benchwarmers'\r\n  },\r\n  {\r\n    plot: 'A young boy is bequeathed the ownership of a professional baseball team.',\r\n    title: 'Little Big League'\r\n  },\r\n  {\r\n    plot: 'A trained chimpanzee plays third base for a minor-league baseball team.',\r\n    title: 'Ed'\r\n  },\r\n  {\r\n    plot: 'The story of the life and career of the famed baseball player, Lou Gehrig.',\r\n    title: 'The Pride of the Yankees'\r\n  },\r\n  {\r\n    plot: 'Babe Ruth becomes a baseball legend but is unheroic to those who know him.',\r\n    title: 'The Babe'\r\n  }\r\n]\r\n\r\n<\/pre>\n<p>\u3053\u306e\u30af\u30a8\u30ea\u306f\u3001plot\u3068\u3044\u3046\u30d5\u30a3\u30eb\u30c9\u3078baseball\u3068\u3044\u3046\u6587\u5b57\u5217\u304c\u5165\u3063\u3066\u3044\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u691c\u7d22\u3057\u30015\u884c\u307e\u3067\u8868\u793a\u3059\u308b\u3068\u3044\u3046\u30af\u30a8\u30ea\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>$search<\/th>\n<th>aggregation\u3067\u5168\u6587\u691c\u7d22\u3092\u793a\u3059\u30b9\u30c6\u30fc\u30b8<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>index<\/td>\n<td>default \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\u304cdefault\u306e\u5834\u5408\u306f\u3001\u7701\u7565\u53ef\u80fd<\/td>\n<\/tr>\n<tr>\n<td>text<\/td>\n<td>\u30b5\u30fc\u30c1\u5bfe\u8c61\u304c\u30c6\u30ad\u30b9\u30c8\/\u6570\u5b57\/\u65e5\u4ed8<\/td>\n<\/tr>\n<tr>\n<td>query<\/td>\n<td>baseball \u691c\u7d22\u5bfe\u8c61\u306e\u6587\u5b57\u5217<\/td>\n<\/tr>\n<tr>\n<td>path<\/td>\n<td>plot \u691c\u7d22\u5bfe\u8c61\u306e\u30d5\u30a3\u30eb\u30c9\u540d<\/td>\n<\/tr>\n<tr>\n<td>$limit<\/td>\n<td>5 \u8868\u793a\u3059\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6570<\/td>\n<\/tr>\n<tr>\n<td>$project<\/td>\n<td>\u8868\u793a\u3059\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u3042\u308a\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5bfe\u3057\u3066\"1\"\u306f\u8868\u793a\u3059\u308b\u3001\"0\"\u306f\u8868\u793a\u3057\u306a\u3044<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3082\u3046\u4e00\u3064\u306e\u30af\u30a8\u30ea\u3092\u898b\u3066\u307f\u307e\u3059\u3002<\/p>\n<pre>db.movies.aggregate([\r\n  {\r\n    $search: {\r\n      \"index\": \"default\",\r\n      \"compound\": {\r\n        \"must\": [ {\r\n          \"text\": {\r\n            \"query\": [\"Hawaii\", \"Alaska\"],\r\n            \"path\": \"plot\"\r\n          },\r\n        },\r\n        {\r\n          \"regex\": {\r\n            \"query\": \"([0-9]{4})\",\r\n            \"path\": \"plot\",\r\n            \"allowAnalyzedField\": true\r\n          }\r\n        } ],\r\n        \"mustNot\": [ {\r\n          \"text\": {\r\n            \"query\": [\"Comedy\", \"Romance\"],\r\n            \"path\": \"genres\"\r\n          }\r\n        },\r\n        {\r\n          \"text\": {\r\n            \"query\": [\"Beach\", \"Snow\"],\r\n            \"path\": \"title\"\r\n          }\r\n        } ]\r\n      }\r\n    }\r\n  },\r\n  {\r\n    $project: {\r\n      \"title\": 1,\r\n      \"plot\": 1,\r\n      \"genres\": 1,\r\n      \"_id\": 0\r\n    }\r\n  }\r\n])\r\n[\r\n  {\r\n    plot: 'A modern aircraft carrier is thrown back in time to 1941 near Hawaii, just hours before the Japanese attack on Pearl Harbor.',\r\n    genres: [ 'Action', 'Sci-Fi' ],\r\n    title: 'The Final Countdown'\r\n  },\r\n  {\r\n    plot: \"Follows John McCain's 2008 presidential campaign, from his selection of Alaska Governor Sarah Palin as his running mate to their ultimate defeat in the general election.\",\r\n    genres: [ 'Biography', 'Drama', 'History' ],\r\n    title: 'Game Change'\r\n  },\r\n  {\r\n    plot: 'A devastating and heartrending take on grizzly bear activists Timothy Treadwell and Amie Huguenard, who were killed in October of 2003 while living among grizzlies in Alaska.',\r\n    genres: [ 'Documentary', 'Biography' ],\r\n    title: 'Grizzly Man'\r\n  },\r\n  {\r\n    plot: 'Truman Korovin is a lonely, sharp-witted cab driver in Fairbanks, Alaska, 1980. The usual routine of picking up fares and spending his nights at his favorite bar, the Boatel, is disrupted ...',\r\n    genres: [ 'Drama' ],\r\n    title: 'Chronic Town'\r\n  }\r\n]\r\n<\/pre>\n<p>\u3053\u306e\u30af\u30a8\u30ea\u306f\u3001plot\u30d5\u30a3\u30eb\u30c9\u3078 [\"Hawaii\", \"Alaska\"]\u306e\u6587\u5b57\u5217\u304c\u5fc5\u305a\u5b58\u5728\u3059\u308b\u3053\u3068\u53ca\u3073plot\u30d5\u30a3\u30eb\u30c9\u3078\u5e74\u5ea6\u3089\u3057\u304d\u30c7\u30fc\u30bf\u304c\u5b58\u5728\u3059\u308b\u3053\u3068(\u9023\u7d9a\u3059\u308b4\u6841\u306e\u6570\u5b57)\u3002<br \/>\n\u540c\u6642\u306bgenres\u30d5\u30a3\u30eb\u30c9\u3078[\"Comedy\", \"Romance\"]\u304c\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u53ca\u3073\"title\"\u30d5\u30a3\u30eb\u30c9\u3078 [\"Beach\", \"Snow\"]\u3082\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u691c\u7d22\u3057\u3001title\u3001plot\u3001genres\u3092\u8868\u793a\u3059\u308b\u3068\u3044\u3046\u30af\u30a8\u30ea\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>$search<\/th>\n<th>aggregation\u3067\u5168\u6587\u691c\u7d22\u3092\u793a\u3059\u30b9\u30c6\u30fc\u30b8<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>index<\/td>\n<td>default \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\u304cdefault\u306e\u5834\u5408\u306f\u7701\u7565\u53ef\u80fd<\/td>\n<\/tr>\n<tr>\n<td>compound<\/td>\n<td>\u8907\u6570\u306e\u6761\u4ef6\u3067\u3042\u308b\u3053\u3068<\/td>\n<\/tr>\n<tr>\n<td>must<\/td>\n<td>\u5fc5\u305a\u6761\u4ef6\u3092\u6e80\u305f\u3059\u3053\u3068<\/td>\n<\/tr>\n<tr>\n<td>text<\/td>\n<td>\u30b5\u30fc\u30c1\u5bfe\u8c61\u304c\u30c6\u30ad\u30b9\u30c8\/\u6570\u5b57\/\u65e5\u4ed8<\/td>\n<\/tr>\n<tr>\n<td>query<\/td>\n<td>[\"Hawaii\", \"Alaska\"] \u691c\u7d22\u5bfe\u8c61\u306e\u6587\u5b57\u5217<\/td>\n<\/tr>\n<tr>\n<td>path<\/td>\n<td>plot \u691c\u7d22\u5bfe\u8c61\u306e\u30d5\u30a3\u30eb\u30c9\u540d<\/td>\n<\/tr>\n<tr>\n<td>regex<\/td>\n<td>\u6b63\u898f\u5f0f\u3067\u3042\u308b<\/td>\n<\/tr>\n<tr>\n<td>query<\/td>\n<td>([0-9]{4}) 0-9\u307e\u3067\u306e\u6570\u5b57\u304c4\u6841\u4e26\u3093\u3067\u3044\u308b\u3053\u3068<\/td>\n<\/tr>\n<tr>\n<td>path<\/td>\n<td>plot \u691c\u7d22\u5bfe\u8c61\u306e\u30d5\u30a3\u30eb\u30c9\u540d<\/td>\n<\/tr>\n<tr>\n<td>allowAnalyzedField<\/td>\n<td>True \u30ef\u30a4\u30eb\u30c9\u30ab\u30fc\u30c9\u3092\u4f7f\u3046\u3068\u3044\u3046\u3053\u3068<\/td>\n<\/tr>\n<tr>\n<td>mustNot<\/td>\n<td>\u540c\u6642\u306bgenres\u30d5\u30a3\u30eb\u30c9\u3078[\"Comedy\", \"Romance\"]\u306f\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u3002\"title\"\u30d5\u30a3\u30eb\u30c9\u3078 [\"Beach\", \"Snow\"]\u3082\u542b\u307e\u308c\u3066\u3044\u306a\u3044<\/td>\n<\/tr>\n<tr>\n<td>$project<\/td>\n<td>\u8868\u793a\u3059\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u3042\u308a\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5bfe\u3057\u3066\"1\"\u306f\u8868\u793a\u3059\u308b\u3001\"0\"\u306f\u8868\u793a\u3057\u306a\u3044<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<hr \/>\n<p>\u4eca\u56de\u306f\u3001\u82f1\u8a9e\u3092\u30d9\u30fc\u30b9\u306bAtlas\u30b5\u30fc\u30c1\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u304b\u3089\u6570\u56de\u306b\u6e21\u3063\u3066\u4f7f\u3044\u65b9\u306a\u3069\u3092\u9023\u8f09\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>[\u53c2\u7167]<br \/>\n<a href=\"https:\/\/www.mongodb.com\/docs\/atlas\/atlas-search\/\" target=\"_blank\" rel=\"noopener\">www.mongodb.com\/docs\/atlas\/atlas-search<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Atlas\u30b5\u30fc\u30c1\u3068\u306f Atlas\u30b5\u30fc\u30c1\u306f\u3001MongoDB Atlas\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u65e5\u672c\u8a9e\u3092\u542b\u3080\u591a\u8a00\u8a9e\u306e\u5168\u6587\u691c\u7d22\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002MongoDB Atlas\u4e0a\u3067\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001Elasticsearch\u3001Solr [&#8230;]<\/p>\n","protected":false},"author":13,"featured_media":56688,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[61,79,16],"tags":[254,105,253],"class_list":["post-56353","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-lee","category-mongodb","category-author","tag-atlas","tag-mongodb","tag-nosql"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MongoDB Atlas\u3067\u5168\u6587\u691c\u7d22\u3092\u884c\u3046:\u57fa\u790e\u7de8 #MongoDB #NoSQL - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"lee, MongoDB, \u8457\u8005\uff08Author\uff09 |&nbsp; Atlas\u30b5\u30fc\u30c1\u3068\u306f Atlas\u30b5\u30fc\u30c1\u306f\u3001MongoDB 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