{"id":8813,"date":"2020-06-23T07:00:22","date_gmt":"2020-06-23T14:00:22","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=8813"},"modified":"2025-06-13T18:44:13","modified_gmt":"2025-06-14T01:44:13","slug":"analyze-this-mongodb-couchbase-analytics","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/analyze-this-mongodb-couchbase-analytics\/","title":{"rendered":"\ubd84\uc11d\ud558\uae30: MongoDB \ubc0f Couchbase \ubd84\uc11d."},"content":{"rendered":"

\ucef4\ud4e8\ud305\uc758 \ubaa9\uc801\uc740 \uc22b\uc790\uac00 \uc544\ub2c8\ub77c \uc778\uc0ac\uc774\ud2b8\uc785\ub2c8\ub2e4. - <\/span>\ub9ac\ucc98\ub4dc \ud574\ubc0d<\/span><\/a><\/p><\/blockquote>\n

\ube44\uc988\ub2c8\uc2a4\ub97c \uc6b4\uc601\ud558\uace0, \ubb34\uc5c7\uc744 \ubc14\uafb8\uace0 \ubb34\uc5c7\uc744 \ubc14\uafc0\uc9c0 \ubd84\uc11d\ud55c \ub2e4\uc74c, \ube44\uc988\ub2c8\uc2a4\ub97c \ubc14\uafb8\ub294 \uc21c\ud658\uc758 \uace0\ub9ac\ub294 \uc601\uc6d0\ud569\ub2c8\ub2e4. \uc62c\ubc14\ub978 \ubd84\uc11d\uc744 \uc218\ud589\ud558\uba74 \ub098\uc120\uc774 \ub354 \ucee4\uc9c8 \uac83\uc785\ub2c8\ub2e4. \uadf8\ub807\uc9c0 \uc54a\uc73c\uba74 \ub098\uc120\uc774 \ub0b4\ub824\uac08 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n

\uce74\uc6b0\uce58\ubca0\uc774\uc2a4<\/span><\/a>\ub294 \ub2e4\ub978 NoSQL \uc2dc\uc2a4\ud15c\uc758 \uc120\uad6c\uc790\ub4e4\uacfc \ub9c8\ucc2c\uac00\uc9c0\ub85c \uc6f9 2.0 \uc138\uacc4\uc758 \uadf9\ub2e8\uc801\uc778 \ud655\uc7a5\uc131, \uc131\ub2a5 \ubc0f \uac00\uc6a9\uc131 \uc694\uad6c \uc0ac\ud56d\uc744 \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub9cc\ub4e4\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \ub2e8\uc21c\ud55c \ud0a4-\uac12\uc5d0\uc11c \ucd9c\ubc1c\ud55c Couchbase\ub294 \ub2e4\uc74c\uc744 \ucc98\ub9ac\ud558\ub3c4\ub85d \ubc1c\uc804\ud574 \uc654\uc2b5\ub2c8\ub2e4. <\/span>\ucffc\ub9ac<\/span><\/a>, <\/span>\uac80\uc0c9<\/span><\/a> \uadf8\ub9ac\uace0 <\/span>\ubd84\uc11d<\/span><\/a> - \ub300\uaddc\ubaa8\ub85c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uac01 \uc5d4\uc9c4\uc740 Couchbase\uc758 <\/span>\ub2e4\ucc28\uc6d0<\/span><\/a> \uc544\ud0a4\ud14d\ucc98\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ucffc\ub9ac \ubc0f \ubd84\uc11d \uc11c\ube44\uc2a4\ub294 \ubaa8\ub450 N1QL\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uac19\uc740 \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\ub294 \ub450 \uac1c\uc758 \uc11c\ub85c \ub2e4\ub978 \uc5d4\uc9c4\uc744 \uad6c\ucd95\ud558\ub294 \uc774\uc720\ub294 \ubb34\uc5c7\uc77c\uae4c\uc694? \uc65c\ub0d0\ud558\uba74...<\/span><\/p>\n

\ubaa8\ub4e0 \uc0ac\ub78c\uc5d0\uac8c \uc801\ud569\ud55c \ud55c \uac00\uc9c0 \uc0ac\uc774\uc988: \uc2dc\ub300\uac00 \uc9c0\ub098\uac04 \uc544\uc774\ub514\uc5b4. - <\/span>\ub9c8\uc774\ud074 \uc2a4\ud1a4\ube0c\ub808\uc774\ucee4<\/span><\/a><\/p><\/blockquote>\n

\ucffc\ub9ac \uc5d4\uc9c4\uc740 \uc6b4\uc601 \uc6cc\ud06c\ub85c\ub4dc\ub97c \uc704\ud574, \ubd84\uc11d \uc5d4\uc9c4\uc740 \ubd84\uc11d \uc6cc\ud06c\ub85c\ub4dc\ub97c \uc704\ud574 \uad6c\ucd95\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 <\/span>\ube44\uad50<\/span><\/a> \ub450 \uac1c\uc758 \uc5d4\uc9c4\uacfc <\/span>\uc548\ub0b4<\/span><\/a>. \ubabd\uace0DB\ub294 \ub2e8\uc21c\ud55c \uc6cc\ud06c\ub85c\ub4dc\ub97c \ucc98\ub9ac\ud558\ub294 \ud074\ub7ec\uc2a4\ud130\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \ub370\uc774\ud130 \ub808\uc774\ud06c\uc758 \ubd84\uc11d \ubc0f \ucffc\ub9ac\ub97c \uc704\ud55c \ubcf5\uc7a1\ud55c \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ube44\uc2b7\ud55c \uacbd\ub85c\ub97c \ubc1f\uc544\uc654\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n

\uc791\ub144\uc5d0 MongoDB\ub294 \ubd84\uc11d \ucc98\ub9ac\ub97c \uc704\ud55c \ud074\ub7ec\uc2a4\ud130\uc758 \ubd84\uc11d \ub178\ub4dc\ub97c \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ube14\ub85c\uadf8\uc5d0\uc11c\ub294 \ubd84\uc11d \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub300\ud574 \ub450 \uc5d4\uc9c4\uc744 \ube44\uad50\ud558\uace0 \ub300\uc870\ud569\ub2c8\ub2e4.<\/span><\/p>\n

\uce74\uc6b0\uce58\ubca0\uc774\uc2a4: \uc0c1\uc704 \uc218\uc900 \uc544\ud0a4\ud14d\ucc98<\/strong><\/h5>\n

\"\"<\/a><\/p>\n

\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4 \ub0b4\ubd80: \uc0c1\uc704 \uc218\uc900 \uc544\ud0a4\ud14d\ucc98<\/strong>
\n\"\"<\/a><\/h5>\n
MongoDB \ubd84\uc11d \ub178\ub4dc:<\/strong>\"\"<\/a><\/h5>\n

\ubabd\uace0DB \uc560\ub110\ub9ac\ud2f1\uc2a4 \ub178\ub4dc\uc640 \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4\uc758 \ubd84\uc11d \uc9c0\uc6d0 \uae30\ub2a5\uc744 \ube44\uad50\ud558\uace0 \ub300\uc870\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
<\/td>\nMongoDB \ubd84\uc11d \ub178\ub4dc<\/span><\/td>\n\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4<\/span><\/td>\n<\/tr>\n
\ubb38\uc11c<\/span><\/td>\nhttps:\/\/docs.atlas.mongodb.com\/reference\/replica-set-tags\/<\/span><\/a><\/td>\nhttps:\/\/docs.couchbase.com\/server\/6.5\/analytics\/introduction.html<\/span><\/a><\/td>\n<\/tr>\n
\uc544\ud0a4\ud14d\ucc98<\/span><\/td>\n\uc6b4\uc601 \ub370\uc774\ud130\uc758 \uc804\uccb4 \ubcf5\uc0ac\ubcf8\uc774 \uc788\ub294 \ubcf4\uc870 \ubcf5\uc81c \ub178\ub4dc \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ucffc\ub9ac \uc5b8\uc5b4\uac00 \ub3d9\uc77c\ud558\uace0(MQL), \ucffc\ub9ac \ucc98\ub9ac\uac00 \uc6b4\uc601 \uc6cc\ud06c\ub85c\ub4dc\uc640 \ub3d9\uc77c\ud569\ub2c8\ub2e4.<\/span><\/td>\n\uc6b4\uc601 \ub370\uc774\ud130\uc758 \uc0ac\uc6a9\uc790 \uc815\uc758 \ud558\uc704 \uc9d1\ud569\uc744 \uac00\uc9c4 \uace0\uc720\ud55c \ubd84\uc11d \ub178\ub4dc. \ucffc\ub9ac \uc5b8\uc5b4\ub294 \ub3d9\uc77c\ud558\uba70(N1QL), \ucffc\ub9ac \ucc98\ub9ac\ub294 \ub354 \ud070 \ub370\uc774\ud130 \uc9d1\ud569\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4(\uc544\ub798 \ucc38\uc870).<\/span><\/td>\n<\/tr>\n
\uc544\ud0a4\ud14d\ucc98 \uc138\ubd80 \uc815\ubcf4<\/span><\/td>\nAtlas \ub9e4\ud551\ub41c \ubd84\uc11d \ub178\ub4dc<\/span><\/a><\/td>\n\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ubd84\uc11d: \ud655\uc7a5 \uac00\ub2a5\ud55c NoSQL \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c NoETL<\/span><\/a><\/td>\n<\/tr>\n
\ub370\uc774\ud130 \ubaa8\ub378<\/span><\/td>\nBSON<\/span><\/td>\nJSON<\/span><\/td>\n<\/tr>\n
\ucffc\ub9ac \uc5b8\uc5b4<\/span><\/td>\nMQL<\/span><\/a> - MongoDB \ucffc\ub9ac \uc5b8\uc5b4<\/span><\/td>\nN1QL<\/span><\/a> - \uc77c\ubc18 \ud615\uc2dd\uc774 \uc544\ub2cc \ucffc\ub9ac \uc5b8\uc5b4, JSON\uc6a9 SQL<\/span><\/td>\n<\/tr>\n
\ucffc\ub9ac \ud398\uc774\uc9c0<\/span><\/td>\nMongoDB \ucffc\ub9ac<\/span><\/a><\/td>\n\uc560\ub110\ub9ac\ud2f1\uc2a4 \ucffc\ub9ac<\/span><\/a><\/td>\n<\/tr>\n
\ucffc\ub9ac \ucc98\ub9ac<\/span><\/td>\n\ubd84\uc0b0 \ucffc\ub9ac \ucc98\ub9ac\ub97c \uc704\ud574 \ubabd\uace0\uc640 \ubabd\uace0\ub4dc\ub97c \uc0ac\uc6a9\ud558\ub294 \uc6b4\uc601 \ucffc\ub9ac \ucc98\ub9ac\uc640 \ub3d9\uc77c\ud569\ub2c8\ub2e4.\u00a0<\/span><\/td>\n\ub370\uc774\ud130\uc758 \ub300\uaddc\ubaa8 \ubcd1\ub82c \ucc98\ub9ac(MPP)\ub97c \uc704\ud574 \uc124\uacc4\ub41c \ubd84\uc11d \uc5d4\uc9c4\uc785\ub2c8\ub2e4. \uac01 N1QL\u00a0<\/span><\/td>\n<\/tr>\n
\ucffc\ub9ac \ucd5c\uc801\ud654 \ub3c4\uad6c<\/span><\/td>\n\ubaa8\uc591 \uae30\ubc18 \ucd5c\uc801\ud654 \ub3c4\uad6c; \ud544\uc694 <\/span>\uacc4\ud68d \uad00\ub9ac<\/span><\/a>.<\/span><\/td>\n\uaddc\uce59 \uae30\ubc18 \ucd5c\uc801\ud654 \ub3c4\uad6c. \uacc4\ud68d \uad00\ub9ac\uac00 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/td>\n<\/tr>\n
\uc124\uba85<\/span><\/td>\n\ud14d\uc2a4\ud2b8 \ubc0f \uadf8\ub798\ud53d.<\/span><\/td>\n\ud14d\uc2a4\ud2b8 \ubc0f \uadf8\ub798\ud53d.<\/span><\/td>\n<\/tr>\n
\uc778\ub371\uc2f1<\/span><\/td>\n\uc791\uc5c5\uc5d0\uc11c \uc778\ub371\uc2a4\ub97c \uc0dd\uc131\ud558\uace0 \ubcf5\uc0ac\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/td>\n\uc560\ub110\ub9ac\ud2f1\uc2a4 \uc804\uc6a9 \uc778\ub371\uc2f1<\/span><\/td>\n<\/tr>\n
\ubcd1\ub82c \ucc98\ub9ac<\/span><\/td>\n\uac01 \ubabd\uace0\ub4dc \ub178\ub4dc\ub294 \uae30\ubcf8 \uc791\uc5c5\uc744 \uc2e4\ud589\ud558\uace0 \ubabd\uace0\ub4dc\ub294 \uc774\ub97c \uacb0\ud569\ud569\ub2c8\ub2e4(\uc608: \ucd5c\uc885 \uadf8\ub8f9 \ubc0f \uc9d1\uacc4).\u00a0<\/span><\/td>\n\ubcf5\uc7a1\ud55c \ubd84\uc11d \ucffc\ub9ac\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\uace0 \ub2e4\uc74c\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n

\uc6d0\ud558\ub294 \ud655\uc7a5 \ubc0f \uc18d\ub3c4 \ud5a5\uc0c1 \uc18d\uc131, \uc560\ub110\ub9ac\ud2f1\uc2a4 \uc11c\ube44\uc2a4<\/span><\/p>\n

\ub294 \ub3d9\uc77c\ud55c \uc885\ub958\uc758 \ucd5c\ucca8\ub2e8 \uacf5\uc720 \ubb34\uacf5\uc720 MPP\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n

(\ub300\uaddc\ubaa8 \ubcd1\ub82c \ucc98\ub9ac) \uae30\ubc18 \ucffc\ub9ac \ucc98\ub9ac \uc804\ub7b5 [<\/span>VLDB \ub17c\ubb38\uc5d0\uc11c \ubc1c\ucdcc]<\/span><\/a><\/td>\n<\/tr>\n

\uc778\ub371\uc2f1<\/span><\/td>\n\ub85c\uceec \uc778\ub371\uc2f1\u00a0<\/span><\/td>\n\ub85c\uceec \uc778\ub371\uc2f1<\/span><\/td>\n<\/tr>\n
\uc870\uc778 - \uc5b8\uc5b4<\/span><\/td>\n$\uc870\ud68c<\/span><\/a> \uc5f0\uc0b0\uc790\ub294 \ub450 \uceec\ub809\uc158 \uac04\uc758 \ub2e8\uc21c \ub3d9\uc77c\uc131 \uc870\uc778\uc744 \uc9c0\uc6d0\ud558\uba70, \ub2e8\uc21c \uc2a4\uce7c\ub77c \ud544\ub4dc\ub9cc \ud5c8\uc6a9\ub429\ub2c8\ub2e4. \uc870\uc778\ud558\uae30 \uc804\uc5d0 \ubc30\uc5f4\uc744 \uc5b8\uc640\uc778\ub4dc\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n
    \n
  1. \ub450 \uceec\ub809\uc158 \uc911 \ud558\ub098\ub294 \uc0e4\ub529\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \uc989, \ub300\uaddc\ubaa8 \uceec\ub809\uc158\uc5d0 \ucc38\uc5ec\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n
  2. \uac04\ub2e8\ud55c \ube44\ub3d9\ub4f1 \uc870\uc778\uc744 \uc704\ud574\uc11c\ub294 \ubcc4\ub3c4\uc758 \ud30c\uc774\ud504\ub77c\uc778 \ub2e8\uacc4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc989, \ucffc\ub9ac\uac00 \ube44\ud6a8\uc728\uc801\uc774\uace0 \ub9ce\uc740 \ub9ac\uc18c\uc2a4\uac00 \uc18c\uc694\ub429\ub2c8\ub2e4;\u00a0<\/span><\/li>\n
  3. \uc774\ub294 SQL\uc758 LEFT OUTER JOIN\uacfc \uac70\uc758 \ub3d9\uc77c\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 INNER JOIN \ubc0f \uae30\ud0c0 \uc870\uc778\uc744 \uac00\uc838\uc624\uae30 \uc704\ud574 \ucd94\uac00 \ud30c\uc774\ud504\ub77c\uc778 \ucc98\ub9ac\ub97c \uc218\ud589\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<\/td>\n
INNER JOIN, LEFT OUTER JOIN, NEST \ubc0f UNNEST \uc791\uc5c5.<\/span><\/p>\n
    \n
  1. \ud45c\uc900 SQL \uad6c\ubb38<\/span><\/li>\n
  2. \uae30\ubcf8\uc801\uc73c\ub85c \uc0e4\ub4dc\ub41c \ub370\uc774\ud130 \uc9d1\ud569\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/li>\n
  3. \ub3d9\uc77c\uc131 \ubc0f \uc784\uc758\ub85c \ubcf5\uc7a1\ud55c \uc870\uc778 \ud45c\ud604\uc2dd\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<\/td>\n<\/tr>\n
\ucffc\ub9ac \ucc98\ub9ac: \ub370\uc774\ud130 \ud06c\uae30<\/span><\/td>\n\uc9d1\uacc4() \ud30c\uc774\ud504\ub77c\uc778\uc758 \uc911\uac04 \ub2e8\uacc4\ub294 \ub2e4\uc74c\uc744 \ucd08\uacfc\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. <\/span>100 MiB<\/span><\/a> \ud06c\uae30\uc785\ub2c8\ub2e4. \ucffc\ub9ac \uc791\uc131\uc790\/\uc0ac\uc6a9\uc790\ub294 \uc774\ub97c \ud5c8\uc6a9\ud558\ub824\uba74 \ud2b9\uc218 \ud50c\ub798\uadf8\ub97c \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/td>\n\uc81c\ud55c \uc5c6\uc74c; \uc911\uac04 \ub370\uc774\ud130(\uc608: \ud574\uc2dc \ud14c\uc774\ube14, \uc815\ub82c \ub370\uc774\ud130)\uac00 \ucee4\uc9c0\uba74 \ub514\uc2a4\ud06c\uc5d0 \ub118\uaca8\uc9d1\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n
\ucffc\ub9ac \ucc98\ub9ac: \uc870\uc778 \uc720\ud615<\/span><\/td>\n(\ub300\ub7b5) \uc67c\ucabd \uc678\ubd80 \uc870\uc778<\/span><\/td>\n\ub0b4\ubd80 \uac00\uc785<\/span><\/p>\n

\uc67c\ucabd \uc678\ubd80 \uc870\uc778<\/span><\/td>\n<\/tr>\n

\uac80\uc0c9<\/span><\/td>\n\ucffc\ub9ac \ub0b4 \uac80\uc0c9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c Atlas \uac80\uc0c9\uc744 \uc0ac\uc6a9\ud558\uace0 \uc628\ud504\ub808\ubbf8\uc2a4\uc5d0\uc11c \uae30\ubcf8 B-tree \uae30\ubc18 \uac80\uc0c9\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.\u00a0<\/span><\/td>\n\uc560\ub110\ub9ac\ud2f1\uc2a4 \uc11c\ube44\uc2a4\uc5d0\ub294 \uac80\uc0c9 \uae30\ub2a5\uc774 \ub0b4\uc7a5\ub418\uc5b4 \uc788\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ucffc\ub9ac \ub0b4\uc5d0\uc11c \uac80\uc0c9\uc744 \uacb0\ud569\ud558\ub824\uba74 FTS\uc640 \ud568\uaed8 \ucffc\ub9ac \uc11c\ube44\uc2a4\ub97c \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n
\uc9c0\uc6d0\ub418\ub294 \ucffc\ub9ac<\/span><\/td>\nfind() \ubc0f aggregate()<\/span><\/td>\nSELECT \ubb38(SQL \ubc0f SQL++\uc5d0\uc11c)<\/span><\/td>\n<\/tr>\n
\uc870\uc778 \uc720\ud615(\uc5b8\uc5b4)<\/span><\/td>\n$lookup - \uc774\uac83\uc740 \ub300\ub7b5 \ub2e4\uc74c\uc744 \ud1b5\ud574 \uc67c\ucabd \uc678\ubd80 \uc870\uc778\uc785\ub2c8\ub2e4.\u00a0<\/span><\/td>\n\ub0b4\ubd80 \uac00\uc785<\/span><\/p>\n

\uc67c\ucabd \uc678\ubd80 \uc870\uc778\u00a0<\/span><\/td>\n<\/tr>\n

\uc870\uc778 \uc720\ud615(\uad6c\ud604)<\/span><\/td>\n\n
    \n
  1. \ud558\ub098\uc758 \uc0e4\ub529\ub41c \uceec\ub809\uc158\uacfc \ub2e4\ub978 \uc0e4\ub529\ub418\uc9c0 \uc54a\uc740 \uceec\ub809\uc158 \uc0ac\uc774\uc5d0\ub9cc \ucc38\uc5ec\ud558\uc138\uc694.<\/span><\/li>\n
  2. \uc911\ucca9 \ub8e8\ud504(NL) \uc804\uc6a9. (NL\uc740 \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \ub54c \uc131\ub2a5\uc5d0 \uc88b\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4).<\/span><\/li>\n
  3. \uc911\uac04 \uacb0\uacfc\ub294 100MB \uba54\ubaa8\ub9ac\ub85c \uc81c\ud55c\ub429\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \uc2a4\ud544\uc624\ubc84\ub97c \ud5c8\uc6a9\ud558\ub294 \ud06c\uae30\uc640 \uc0ac\uc6a9 \uc635\uc158\uc744 \uc54c\uace0 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<\/td>\n
\n
    \n
  1. \uc0e4\ub4dc\ub41c \ub370\uc774\ud130 \uc9d1\ud569\uc744 \uc870\uc778\ud569\ub2c8\ub2e4. \ubaa8\ub4e0 \ub370\uc774\ud130 \uc9d1\ud569\uc740 \uae30\ubcf8\uc801\uc73c\ub85c \uc0e4\ub4dc\ub429\ub2c8\ub2e4.<\/span><\/li>\n
  2. \uc911\ucca9 \ub8e8\ud504, \ube0c\ub85c\ub4dc\uce90\uc2a4\ud2b8 \ubc0f \ubcd1\ub82c \ud574\uc2dc \uc870\uc778 \uc9c0\uc6d0<\/span><\/li>\n
  3. \uc911\ucca9 \ub8e8\ud504 \uc870\uc778\uacfc \ud574\uc2dc \uc870\uc778\uc744 \ubaa8\ub450 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.\u00a0<\/span><\/li>\n
  4. \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \uc801\ud569\ud55c \ud574\uc2dc \uc870\uc778\uc744 \uae30\ubcf8\uc801\uc73c\ub85c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.\u00a0<\/span><\/li>\n
  5. \uc911\uac04 \ub370\uc774\ud130\uc5d0\ub294 \ud06c\uae30 \uc81c\ud55c\uc774 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<\/td>\n<\/tr>\n
\uc9d1\uacc4<\/span><\/td>\naggregate() \uba54\uc11c\ub4dc\ub97c \ud1b5\ud574 \uc77c\ubc18\uc801\uc778 \uadf8\ub8f9\ud654 \ubc0f \uc9d1\uacc4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/td>\nGROUP BY \ubc0f \uac01 \uc9d1\uacc4\ub97c \ud1b5\ud55c \uacf5\ud1b5 \uadf8\ub8f9\ud654 \ubc0f \uc9d1\uacc4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ucc3d\ud615 \uc9d1\uacc4\uc5d0 \ub300\ud574\uc11c\ub294 \uc544\ub798\ub97c \ucc38\uc870\ud558\uc138\uc694.\u00a0<\/span><\/td>\n<\/tr>\n
\uc708\ub3c4\uc6b0 \uc9d1\uacc4 \ud568\uc218: <\/span>\uc544\ub9c8\ub3c4 \uac00\uc7a5 \uba4b\uc9c4 SQL \uae30\ub2a5\uc77c \uac83\uc785\ub2c8\ub2e4.<\/span><\/a><\/td>\n\uc0ac\uc6a9\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/td>\n\uc644\uc804\ud788 <\/span>\uc9c0\uc6d0<\/span><\/a>.<\/span><\/p>\n

RANK()<\/span><\/p>\n

PERCENT_RANK()<\/span><\/p>\n

DENSERANK()<\/span><\/p>\n

ROW_NUMBER()<\/span><\/p>\n

CUME_DIST()<\/span><\/p>\n

FIRST_VALUE()<\/span><\/p>\n

LAST_VALUE()<\/span><\/p>\n

NTH_VALUE()<\/span>
\n<\/span>LAG()<\/span><\/p>\n

LEAD()<\/span><\/p>\n

NTILE()<\/span><\/p>\n

ratio_to_report()<\/span><\/td>\n<\/tr>\n

\uba40\ud2f0 \ud074\ub7ec\uc2a4\ud130\uc758 \ub370\uc774\ud130 \ubd84\uc11d<\/span><\/td>\n\ubd84\uc11d\ub41c \ubaa8\ub4e0 \ub370\uc774\ud130\ub294 \ub2e8\uc77c MongoDB \ud074\ub7ec\uc2a4\ud130\uc5d0\uc11c \uac00\uc838\uc628 \uac83\uc785\ub2c8\ub2e4.<\/span><\/td>\n6.5: \ubd84\uc11d\ub41c \ubaa8\ub4e0 \ub370\uc774\ud130\ub294 \ub2e8\uc77c Couchbase \ud074\ub7ec\uc2a4\ud130\uc5d0\uc11c \uac00\uc838\uc628 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n

6.6: \uc5ec\ub7ec Couchbase \ud074\ub7ec\uc2a4\ud130\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n

\uc678\ubd80 \ub370\uc774\ud130<\/span><\/td>\nS3 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ucffc\ub9ac \ucc98\ub9ac\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. BSON, CSV, TSV, Avro \ubc0f Parquet \ud615\uc2dd\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/td>\n6.6: S3\uc5d0\uc11c \uc678\ubd80 JSON, CSV \ubc0f TSV \ub370\uc774\ud130 \uc9c0\uc6d0<\/span><\/td>\n<\/tr>\n
\uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4<\/span><\/td>\nJDBC \ub4dc\ub77c\uc774\ubc84\ub97c \ud1b5\ud574 \ucd94\uac00 \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc9d1\uacc4 \ud30c\uc774\ud504\ub77c\uc778\uc744 \ud1b5\ud574 \uc9d1\uacc4 \ud30c\uc774\ud504\ub77c\uc778\uacfc \ud1b5\ud569\ub418\uc5b4 \uc788\uc73c\ubbc0\ub85c \uae30\ub2e4\ub824\uc57c \ud569\ub2c8\ub2e4, <\/span>$sql \uc5f0\uc0b0\uc790<\/span><\/a>.<\/span><\/td>\n\uc704\uc5d0\uc11c \uc5b8\uae09\ud55c \uac83\uc744 \uc81c\uc678\ud558\uace0\ub294 \uc5c6\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/td>\n<\/tr>\n
\ud558\uc704 \ucffc\ub9ac<\/span><\/td>\n\uc9d1\uacc4 \ud30c\uc774\ud504\ub77c\uc778\uc744 \ud1b5\ud55c \ud558\uc704 \ucffc\ub9ac.<\/span><\/td>\n\ud45c\uc900 SQL \ud558\uc704 \ucffc\ub9ac.<\/span><\/td>\n<\/tr>\n
\ucffc\ub9ac \uacc4\ud68d<\/span><\/td>\n1TP4\uc124\uba85<\/span><\/td>\n\uc124\uba85<\/span><\/td>\n<\/tr>\n
\ub370\uc774\ud130 \uc2dc\uac01\ud654<\/span><\/td>\n\ub0b4\uc7a5\ub41c \ubabd\uace0DB \ucc28\ud2b8<\/span><\/td>\n\uae30\ubcf8 \uc81c\uacf5 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \uc5c6\uc74c<\/span><\/td>\n<\/tr>\n
\ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\u00a0<\/span><\/td>\nKnowi<\/span><\/a><\/p>\n

Tableau \ubc0f \uae30\ud0c0 ODBC, JDBC \ud638\ud658 BI \uc5d4\uc9c4.<\/span><\/td>\n

Knowi<\/span><\/a><\/p>\n

Tableau \ubc0f \uae30\ud0c0 ODBC, JDBC \ud638\ud658 BI \uc5d4\uc9c4.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

 <\/p>\n

\ucc38\uc870:<\/b><\/p>\n

    \n
  1. JSON \ucffc\ub9ac\ub97c \uc704\ud55c \ub450 \uac00\uc9c0 SQL \uae30\ubc18 \uc811\uadfc \ubc29\uc2dd \ube44\uad50: SQL++\uc640 SQL:2016<\/span><\/a><\/li>\n
  2. SQL\uacfc NoSQL - \ucffc\ub9ac \uc5b8\uc5b4 \ube44\uad50\ub97c \uc704\ud55c 7\uac00\uc9c0 \uba54\ud2b8\ub9ad<\/span><\/a><\/li>\n
  3. \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ubd84\uc11d: \ud655\uc7a5 \uac00\ub2a5\ud55c NoSQL \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c NoETL<\/span><\/a><\/li>\n<\/ol>\n

     <\/p>","protected":false},"excerpt":{"rendered":"

    \ucef4\ud4e8\ud305\uc758 \ubaa9\uc801\uc740 \uc22b\uc790\uac00 \uc544\ub2c8\ub77c \uc778\uc0ac\uc774\ud2b8\uc785\ub2c8\ub2e4. - Richard Hamming \ube44\uc988\ub2c8\uc2a4\ub97c \uc6b4\uc601\ud558\uace0, \ubb34\uc5c7\uc744 \ubc14\uafb8\uace0 \ubb34\uc5c7\uc744 \ubc14\uafc0\uc9c0 \ubd84\uc11d\ud55c \ub2e4\uc74c, \ube44\uc988\ub2c8\uc2a4\ub97c \ubcc0\ud654\uc2dc\ud0a4\ub294 \uc21c\ud658\uc758 \uace0\ub9ac\ub294 \uc601\uc6d0\ud569\ub2c8\ub2e4. \uc62c\ubc14\ub978 \ubd84\uc11d\uc744 \uc218\ud589\ud558\uba74 [...]<\/p>","protected":false},"author":55,"featured_media":8815,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1815,2294,1821,1812],"tags":[1261,1309,1725],"ppma_author":[8929],"class_list":["post-8813","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-best-practices-and-tutorials","category-analytics","category-couchbase-architecture","category-n1ql-query","tag-json","tag-mongodb","tag-nosql-database"],"acf":[],"yoast_head":"\nAnalyze This: MongoDB & Couchbase Analytics. - The Couchbase Blog<\/title>\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\/analyze-this-mongodb-couchbase-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Analyze This: MongoDB & Couchbase Analytics.\" \/>\n<meta property=\"og:description\" content=\"The purpose of computing is insight, not numbers.\u00a0 — Richard Hamming The spiral of running the business, analyzing what to change & what to change to, and then changing the business is an eternal one. 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Previously, he was at MapR, IBM, Informix, Sybase, with more than 20 years of experience in database design & development. He lead the SQL and NoSQL R&D team at IBM Informix. He has received two President's Club awards at Couchbase, two Outstanding Technical Achievement Awards at IBM. 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