{"id":4732,"date":"2018-03-16T08:00:20","date_gmt":"2018-03-16T15:00:20","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=4732"},"modified":"2025-06-13T18:45:40","modified_gmt":"2025-06-14T01:45:40","slug":"using-couchbase-analytics-complex-efficient-queries-java-application","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/using-couchbase-analytics-complex-efficient-queries-java-application\/","title":{"rendered":"Java \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ubcf5\uc7a1\ud558\uace0 \ud6a8\uc728\uc801\uc778 \ucffc\ub9ac\ub97c \uc704\ud55c Couchbase \ubd84\uc11d \uc0ac\uc6a9"},"content":{"rendered":"

\ucc38\uace0:<\/strong> \uc774 \uac8c\uc2dc\ubb3c\uc740 Couchbase Analytics \ub370\uc774\ud130 \uc815\uc758 \uc5b8\uc5b4\uc758 \ud504\ub85c\ub355\uc158 \ubc84\uc804\uc744 \ubc18\uc601\ud558\ub3c4\ub85d \uc5c5\ub370\uc774\ud2b8\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc5bc\ub9c8 \uc804\uc5d0 \uc800\ub294 Node.js \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub0b4\uc5d0\uc11c CBAS\ub77c\uace0\ub3c4 \ud558\ub294 Couchbase\uc758 \uc0c8\ub85c\uc6b4 Analytics \uc11c\ube44\uc2a4\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc791\uc131\ud55c \uc801\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc608\uc81c\uc5d0\uc11c\ub294 \uc0d8\ud50c \ubc84\ud0b7\uc744 \uae30\ubc18\uc73c\ub85c Analytics \ub370\uc774\ud130 \uc9d1\ud569\uc744 \uc124\uc815\ud558\uace0 \ucf54\ub4dc\uc5d0\uc11c \ucffc\ub9ac\ub97c \uc2e4\ud589\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n

Node.js\ub294 \uc81c\uac00 \uac00\uc7a5 \uc88b\uc544\ud558\ub294 \uac1c\ubc1c \uae30\uc220 \uc911 \ud558\ub098\uc774\uc9c0\ub9cc, \uc774 \uae30\uc220\ub9cc \uc9c0\uc6d0\ud558\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. \uce74\uc6b0\uce58\ubca0\uc774\uc2a4<\/a>. Java\ub294 \uc5ec\uc804\ud788 \ud6cc\ub96d\ud55c \uc5b8\uc5b4\uc774\ubbc0\ub85c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c Couchbase Analytics\ub85c \uc791\uc5c5\ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

<\/p>\n

\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4\ub294 \ub2e4\uc74c \ubc84\uc804\ubd80\ud130 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc11c\ubc84 5.5 \ub9b4\ub9ac\uc2a4.<\/a><\/p>\n

\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ubd84\uc11d \ucffc\ub9ac\ub97c \uc704\ud55c \ub370\uc774\ud130 \uc9d1\ud569 \uc900\ube44\ud558\uae30<\/h2>\n

SQL++ \ubc0f Analytics\ub85c \ub370\uc774\ud130 \ucffc\ub9ac\ub97c \uc2dc\uc791\ud558\uae30 \uc804\uc5d0 \ub370\uc774\ud130 \uc9d1\ud569\uc744 \uad6c\uc131\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774 \uc608\uc81c\uc5d0\uc11c \uac00\uc7a5 \uac04\ub2e8\ud558\uac8c \ud560 \uc218 \uc788\ub294 \uac83\uc740 \uc5ec\ud589 \uc0d8\ud50c<\/strong> \ubc84\ud0b7\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubc84\ud0b7\uc774 \ud65c\uc131\ud654\ub418\uba74, Analytics \ucffc\ub9ac \ucf58\uc194\uc5d0\uc11c \uac04\ub2e8\ud55c \uba85\ub839\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774 \ubc84\ud0b7\uc5d0 \ub300\ud55c \uc100\ub3c4 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc900\ube44\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n

create dataset airlines on `travel-sample` where `type` = \"airline\";\r\ncreate dataset airports on `travel-sample` where `type` = \"airport\";<\/pre>\n
\ub450 \uac1c\uc758 \uc100\ub3c4 \ub370\uc774\ud130 \uc138\ud2b8\ub294 \ub2e4\ub978 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ube44\ud574 \ub9e4\uc6b0 \uac04\ub2e8\ud569\ub2c8\ub2e4. \uac01 \ub370\uc774\ud130 \uc9d1\ud569\uc5d0 \ud3ec\ud568\ub420 \ub370\uc774\ud130\uc758 \ubc94\uc704\ub97c \uc881\ud788\uae30 \uc704\ud574 \ubcf5\uc7a1\ud55c \ucffc\ub9ac\ub97c \uc791\uc131\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uc704\uc758 \uc608\ub294 \uad11\ubc94\uc704\ud569\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc73c\ub85c \ubaa8\ub4e0 \uacf5\ud56d\uc5d0 \ub300\ud55c \ub370\uc774\ud130 \uc9d1\ud569\uacfc \ubaa8\ub4e0 \ud56d\uacf5\uc0ac\uc5d0 \ub300\ud55c \ub370\uc774\ud130 \uc9d1\ud569\uc744 \uc81c\uacf5\ud558\ub77c\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n
\ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0dd\uc131\ud588\ub354\ub77c\ub3c4 \ucd08\uae30\ud654\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2e4\uc74c \uba85\ub839\uc5b4\ub85c \ubc84\ud0b7\uc744 \ucd08\uae30\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
connect link Local;<\/pre>\n
\ubd84\uc11d \ubc84\ud0b7\uc774 \ucd08\uae30\ud654\ub418\uba74 \ubd84\uc11d \uc11c\ube44\uc2a4\uac00 \ubb38\uc11c \ubcf5\uc0ac\ub97c \uc2dc\uc791\ud558\uace0 \ubcc0\uacbd \uc0ac\ud56d\uc774 \uc788\ub294\uc9c0 \ubaa8\ub2c8\ud130\ub9c1\ud569\ub2c8\ub2e4.<\/p>\n
\ub2e4\uc74c\uc744 \uc2e4\ud589\ud558\uc5ec \ubaa8\ub4e0 \uac83\uc774 \uc6d0\ud65c\ud558\uac8c \uc9c4\ud589\ub418\uc5c8\ub294\uc9c0 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
select * from airlines\r\nlimit 10;<\/pre>\n
\ub2e4\uc2dc \ub9d0\ud558\uc9c0\ub9cc, \uc704\uc758 \ucffc\ub9ac\ub294 \uc6b0\ub9ac\uac00 \ub9cc\ub4e4 \uc218 \uc788\uc5c8\ub358 \uac83\uacfc \ube44\uad50\ud558\uba74 \ub9e4\uc6b0 \uac04\ub2e8\ud569\ub2c8\ub2e4. \uc560\ub110\ub9ac\ud2f1\uc2a4 \uc11c\ube44\uc2a4\uc758 \uac00\uc7a5 \ud070 \uc7a5\uc810\uc740 \ud6a8\uc728\uc801\uc778 \uc778\ub371\uc2a4 \uc0dd\uc131\uc5d0 \ub300\ud574 \uc804\ud600 \uac71\uc815\ud560 \ud544\uc694 \uc5c6\uc774 \ud6e8\uc52c \ub354 \ubcf5\uc7a1\ud55c \ucffc\ub9ac\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub4e0 \uac83\uc774 \uc790\ub3d9\uc73c\ub85c \ucc98\ub9ac\ub429\ub2c8\ub2e4.<\/p>\n
SQL++ \ucffc\ub9ac\ub97c \uc704\ud55c Java\ub85c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c\ud558\uae30<\/h2>\n
\uba87 \uac00\uc9c0 Analytics \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc900\ube44\ub418\uba74 Java \ucf54\ub4dc \uc791\uc131\uc744 \uc2dc\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc800\ub294 \uac1c\uc778\uc801\uc73c\ub85c Gradle\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc0ac\uc6a9 \uc911\uc774\uc2dc\ub77c\uba74 \uba85\ub839\uc904\uc5d0\uc11c \ub2e4\uc74c\uc744 \uc2e4\ud589\ud558\uc5ec \uc0c8 \ud504\ub85c\uc81d\ud2b8\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
gradle init --type java-application<\/pre>\n
\uc704\uc758 \uba85\ub839\uc740 \uc0c8 Java \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc73c\ub85c Couchbase Java SDK\ub97c \uc124\uce58\ud569\ub2c8\ub2e4. \ud504\ub85c\uc81d\ud2b8\uc758\u00a0build.gradle<\/strong> \ud30c\uc77c\uc744 \uc5f4\uace0 \ub2e4\uc74c\uacfc \uac19\uc774 \ub9cc\ub4ed\ub2c8\ub2e4:<\/p>\n
plugins {\r\n    id 'java'\r\n    id 'application'\r\n}\r\n\r\nmainClassName = 'App'\r\n\r\ndependencies {\r\n    compile 'com.google.guava:guava:23.0'\r\n    compile group: 'com.couchbase.client', name: 'java-client', version:'2.5.6'\r\n    testCompile 'junit:junit:4.12'\r\n}\r\n\r\nrepositories {\r\n    maven { url \"https:\/\/files.couchbase.com\/maven2\" }\r\n    mavenCentral()\r\n    jcenter()\r\n}<\/pre>\n
\ud074\ub77c\uc774\uc5b8\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 Maven \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac\ub97c \ud3ec\ud568\ud588\uc74c\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c Gradle \uba85\ub839\uc744 \uc2e4\ud589\ud558\uc5ec \ud504\ub85c\uc81d\ud2b8\uac00 \uc624\ub958 \uc5c6\uc774 \uc2e4\ud589\ub418\ub294\uc9c0 \ud14c\uc2a4\ud2b8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
gradle \uc2e4\ud589<\/pre>\n
\uc9c0\uae08\uae4c\uc9c0 \ubaa8\ub4e0 \uac83\uc774 \uc21c\uc870\ub86d\uac8c \uc9c4\ud589\ub418\uc5c8\ub2e4\uace0 \uac00\uc815\ud558\uace0 \ucf54\ub4dc\ub97c \uc791\uc131\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ud504\ub85c\uc81d\ud2b8\uc758\u00a0src\/main\/java\/App.java<\/strong> \ud30c\uc77c\uc744 \uc5f4\uace0 \ub2e4\uc74c\uc744 \ud3ec\ud568\ud558\uc138\uc694. \ub098\uc911\uc5d0 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
import com.couchbase.client.java.*;\r\nimport com.couchbase.client.java.analytics.AnalyticsQuery;\r\nimport com.couchbase.client.java.analytics.AnalyticsQueryResult;\r\nimport com.couchbase.client.java.analytics.AnalyticsQueryRow;\r\n\r\npublic class App {\r\n\r\n    public static void main(String[] args) {\r\n        CouchbaseCluster cluster = CouchbaseCluster.create(\"couchbase:\/\/localhost\");\r\n        cluster.authenticate(\"demo\", \"123456\");\r\n        Bucket bucket = cluster.openBucket(\"travel-sample\");\r\n        AnalyticsQueryResult result = bucket.query(AnalyticsQuery.simple(\"SELECT * FROM airports\"));\r\n        for(AnalyticsQueryRow row : result) {\r\n            System.out.println(row.toString());\r\n        }\r\n    }\r\n\r\n}<\/pre>\n
\uc704\uc758 \ucf54\ub4dc\uc5d0\uc11c\ub294 \uba3c\uc800 \ud074\ub7ec\uc2a4\ud130\uc5d0 \ub300\ud55c \uc5f0\uacb0\uc744 \uc124\uc815\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uacc4\uc815\uc774 \uc0dd\uc131\ub418\uc5c8\ub2e4\uace0 \uac00\uc815\ud558\uace0, Couchbase \uad00\ub9ac \ub300\uc2dc\ubcf4\ub4dc\uc5d0 \uc788\ub294 RBAC \uacc4\uc815\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud074\ub7ec\uc2a4\ud130\ub97c \uc778\uc99d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc774 \uc608\uc81c\uc5d0\uc11c\ub294 \ud45c\uc900 \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ubc84\ud0b7\uc744 \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uc9c0\ub9cc, \ub2e4\uc74c \uc791\uc5c5\uc744 \uc704\ud574 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub9ac\uc18c\uc2a4\ub97c \ucd08\uae30\ud654\ud558\ub824\uba74 \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ubc84\ud0b7\uc744 \uc5f4\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc5f4\ub9b0 \ubc84\ud0b7\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc74c\uacfc \uac19\uc774 \ubd84\uc11d \ucffc\ub9ac<\/code> \ub97c \uc2e4\ud589\ud569\ub2c8\ub2e4. \ud574\ub2f9 \ucffc\ub9ac\uc758 \uacb0\uacfc\ub294 \ucf58\uc194 \ub85c\uadf8\uc5d0 \uc778\uc1c4\ub429\ub2c8\ub2e4.<\/p>\n
\uc774\uac83\uc740 \uac04\ub2e8\ud55c \uc608\uc2dc\uc774\uc9c0\ub9cc, \ubcf5\uc7a1\uc131\uc744 \ucd94\uac00\ud55c\ub2e4\uace0 \ud574\uc11c \uc6b0\ub9ac\uac00 \ub17c\uc758\ud55c \ub0b4\uc6a9\uc774 \ub2ec\ub77c\uc9c0\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n
\uacb0\ub860<\/h2>\n
\uc9c0\uae08\uae4c\uc9c0 Java SDK\ub85c Couchbase Analytics \uc11c\ube44\uc2a4\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \ub2e4\uc2dc \ud55c \ubc88 \uac15\uc870\ud558\uc790\uba74, Analytics\ub294 \uc778\ub371\uc2f1\uc5d0 \ub300\ud55c \uac71\uc815 \uc5c6\uc774 \ubcf5\uc7a1\ud55c \ucffc\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \ucffc\ub9ac\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ubc29\ubc95\uc774\uba70 \ub9e4\uc6b0 \ube60\ub978 \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
Java\ub85c \uac1c\ubc1c\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \ub2e4\uc74c\uc744 \ud655\uc778\ud558\uc138\uc694. \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uac1c\ubc1c\uc790 \ud3ec\ud138<\/a>.  \uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub2e4\ub978 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694.\u00a0\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc11c\ubc84 5.5 \ub9b4\ub9ac\uc2a4.<\/a><\/p>","protected":false},"excerpt":{"rendered":"
Note: This post has been updated to reflect the production version of the Couchbase Analytics Data Definition Language. Not too long ago I had written about using Couchbase’s new Analytics service, sometimes referred to as CBAS, within a Node.js application. […]<\/p>","protected":false},"author":41576,"featured_media":13873,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1814,1815,2294,1816,1818,1812],"tags":[2258,2164,1572,2182,1725],"ppma_author":[9066],"class_list":["post-4732","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-application-design","category-best-practices-and-tutorials","category-analytics","category-couchbase-server","category-java","category-n1ql-query","tag-5-5","tag-cbas","tag-database","tag-devbuild","tag-nosql-database"],"acf":[],"yoast_head":"\nHow to use the Couchbase Analytics service with Java SDK<\/title>\n<meta name=\"description\" content=\"Learn how to use the Couchbase Analytics Service (CBAS) to query for data with SQL++ in Java without having to worry about indexing.\" \/>\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.couchbase.com\/blog\/ko\/using-couchbase-analytics-complex-efficient-queries-java-application\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Using Couchbase Analytics for Complex and Efficient Queries in a Java Application\" \/>\n<meta property=\"og:description\" content=\"Learn how to use the Couchbase Analytics Service (CBAS) to query for data with SQL++ in Java without having to worry about indexing.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/ko\/using-couchbase-analytics-complex-efficient-queries-java-application\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2018-03-16T15:00:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-14T01:45:40+00:00\" \/>\n<meta name=\"author\" content=\"Peter Reale\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Peter Reale\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/using-couchbase-analytics-complex-efficient-queries-java-application\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/using-couchbase-analytics-complex-efficient-queries-java-application\/\"},\"author\":{\"name\":\"Peter Reale\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/391cf559b28ca6b4c1660a1ce283752c\"},\"headline\":\"Using Couchbase Analytics for Complex and 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