{"id":3295,"date":"2025-06-16T17:40:35","date_gmt":"2025-06-16T09:40:35","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=3295"},"modified":"2025-06-16T17:40:35","modified_gmt":"2025-06-16T09:40:35","slug":"the-complete-guide-to-aws-athena","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ko\/aws-athena\uc5d0-\ub300\ud55c-\uc644\uc804\ud55c-\uac00\uc774\ub4dc\/","title":{"rendered":"AWS Athena\uc5d0 \ub300\ud55c \uc644\ubcbd\ud55c \uac00\uc774\ub4dc"},"content":{"rendered":"

\uc624\ub298\ub0a0\uc758 \ub370\uc774\ud130 \uc911\uc2ec \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc5d0\uc11c \uae30\uc5c5\ub4e4\uc740 \ub370\uc774\ud130 \uc790\uc0b0\uc5d0 \ub300\ud55c \uc2e0\uc18d\ud55c \ubd84\uc11d\uacfc \uc989\uac01\uc801\uc778 \uc778\uc0ac\uc774\ud2b8 \ud655\ubcf4\uc5d0 \uc810\uc810 \ub354 \uc9d1\uc911\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. AWS \uacf5\uc2dd \uacf5\uc778 \uc5d0\uc774\uc804\ud2b8\ub85c\uc11c, \uc800\ud76c\ub294 \uace0\uac1d\uc774 \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \ud6a8\uc728\uc801\uc774\uace0 \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubd84\uc11d \uc544\ud0a4\ud14d\ucc98\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \ucd5c\uc120\uc744 \ub2e4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. AWS \uc544\ud14c\ub098<\/strong> \u2014\u2014 \uc778\ud504\ub77c\ub97c \uc0ac\uc804 \uc124\uc815\ud558\uc9c0 \uc54a\uace0\ub3c4 Amazon S3\uc5d0\uc11c SQL \ucffc\ub9ac\ub97c \uc9c1\uc811 \uc2e4\ud589\ud560 \uc218 \uc788\ub294 \uc644\uc804 \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4\ub85c, \ub354 \uc800\ub834\ud55c \ube44\uc6a9\uacfc \ub354 \ube60\ub978 \uc18d\ub3c4\ub85c \ub370\uc774\ud130\uc758 \uac00\uce58\ub97c \uadf9\ub300\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \ub808\uc774\ud06c \uad6c\ucd95\uc744 \ub9c9 \uc2dc\uc791\ud588\uac70\ub098 \uae30\uc874 \ub370\uc774\ud130 \ubd84\uc11d \ud504\ub85c\uc138\uc2a4\ub97c \ucd5c\uc801\ud654\ud558\ub824\ub294 \uacbd\uc6b0, Athena\uc5d0 \ub300\ud55c \uc2ec\uce35\uc801\uc778 \uc774\ud574\uc640 \uc2e4\uc2b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

AWS Athena\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h4>\n

AWS Athena\ub294 \ucd5c\uc2e0 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \uc911\uc694\ud55c \ubcc0\ud654\ub97c \uac00\uc838\uc635\ub2c8\ub2e4. \uc644\uc804 \uad00\ub9ac\ud615 \ucffc\ub9ac \uc11c\ube44\uc2a4\uc778 Athena\ub294 \uae30\uc874 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc778\ud504\ub77c \ubd80\ub2f4\uc744 \ud574\uc18c\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \ub370\uc774\ud130\uc5d0\uc11c \uac00\uce58\ub97c \ucc3d\ucd9c\ud558\ub294 \ub370 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uac00\uc7a5 \ud070 \uc7a5\uc810\uc740 \ub370\uc774\ud130 \uc774\ub3d9\uc774\ub098 \ubcf5\uc7a1\ud55c ETL(Extractor Translation) \ud504\ub85c\uc138\uc2a4 \uc5c6\uc774 Amazon S3\uc5d0 \uc800\uc7a5\ub41c \ub370\uc774\ud130\uc5d0 \ub300\ud574 \ud45c\uc900 SQL \ucffc\ub9ac\ub97c \uc9c1\uc811 \uc2e4\ud589\ud560 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n

\uc774 \uc11c\ube44\uc2a4\uc758 \ud601\uc2e0\uc801\uc778 \ud2b9\uc9d5\uc740 "\uc11c\ube44\uc2a4\ud615 \ucffc\ub9ac(Query as a Service)" \uac1c\ub150\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \ub354 \uc774\uc0c1 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ud074\ub7ec\uc2a4\ud130\ub97c \ubbf8\ub9ac \uad6c\uc131\ud558\uac70\ub098 \uc6a9\ub7c9 \uacc4\ud68d\uc5d0 \ub300\ud574 \uac71\uc815\ud560 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. S3\uc5d0 \ub370\uc774\ud130\ub97c \uc5c5\ub85c\ub4dc\ud558\uace0 \ud14c\uc774\ube14 \uad6c\uc870\ub97c \uc815\uc758\ud55c \ud6c4 \uc989\uc2dc \ubd84\uc11d\uc744 \uc2dc\uc791\ud558\uae30\ub9cc \ud558\uba74 \ub429\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

\uae30\uc220 \uc544\ud0a4\ud14d\ucc98\uc5d0 \ub300\ud55c \uc2ec\uce35 \ubd84\uc11d<\/h4>\n

\ud575\uc2ec \uae30\uc220 \uc2a4\ud0dd<\/h5>\n

Athena\uc758 \uae30\uc220\uc801 \uae30\ubc18\uc740 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc624\ud508 \uc18c\uc2a4 \ud504\ub85c\uc81d\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \uad6c\ucd95\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\ucffc\ub9ac \uc5d4\uc9c4 \ub808\ubca8<\/strong>Athena\ub294 \ubd84\uc0b0 SQL \ucffc\ub9ac \uc5d4\uc9c4\uc73c\ub85c Presto\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. Presto\uc758 \uc124\uacc4 \ucca0\ud559\uc740 "\uba54\ubaa8\ub9ac \uc6b0\uc120" \ubcd1\ub82c \ucc98\ub9ac\ub85c, \uc5ec\ub7ec \ucef4\ud4e8\ud305 \ub178\ub4dc\uc5d0 \ucffc\ub9ac \ubd80\ud558\ub97c \uc9c0\ub2a5\uc801\uc73c\ub85c \ubd84\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucffc\ub9ac \uc694\uccad\uc774 \uc218\uc2e0\ub418\uba74 \uc2dc\uc2a4\ud15c\uc740 \uc790\ub3d9\uc73c\ub85c \ucd5c\uc801\uc758 \uc2e4\ud589 \uacc4\ud68d\uc744 \uc0dd\uc131\ud558\uace0 \ub3d9\uc801 \ub9ac\uc18c\uc2a4 \ud560\ub2f9\uc744 \ud1b5\ud574 \ucffc\ub9ac \ud6a8\uc728\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n

\uba54\ud0c0\ub370\uc774\ud130 \uad00\ub9ac<\/strong>\uff1a\uc774 \uc2dc\uc2a4\ud15c\uc740 Apache Hive \ud638\ud658 \uba54\ud0c0 \uc2a4\ud1a0\ub9ac\uc9c0 \uc11c\ube44\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud14c\uc774\ube14 \uc815\uc758, \ud544\ub4dc \uc720\ud615 \ubc0f \ud30c\ud2f0\uc158 \uc815\ubcf4\ub97c \uad00\ub9ac\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc124\uacc4\ub294 \uae30\uc874 Hadoop \uc0dd\ud0dc\uacc4\uc640\uc758 \uc6b0\uc218\ud55c \ud638\ud658\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n

\uc2a4\ud1a0\ub9ac\uc9c0 \uacc4\uce35 \ud1b5\ud569<\/strong>: S3\uac00 \uc8fc\uc694 \ub370\uc774\ud130 \uc18c\uc2a4\uc774\uae30\ub294 \ud558\uc9c0\ub9cc Athena\ub294 \uc2e4\uc81c\ub85c \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4, NoSQL \uc2a4\ud1a0\ub9ac\uc9c0, \ub2e4\ub978 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4 \uacf5\uae09\uc5c5\uccb4\uc758 \uc2a4\ud1a0\ub9ac\uc9c0 \uc2dc\uc2a4\ud15c\uc744 \ud3ec\ud568\ud558\uc5ec 30\uac1c \uc774\uc0c1\uc758 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ucee4\ub125\ud130\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n

\ucffc\ub9ac \uc2e4\ud589 \ud504\ub85c\uc138\uc2a4<\/h5>\n

\uc0ac\uc6a9\uc790\uac00 \ucffc\ub9ac\ub97c \uc81c\ucd9c\ud558\uba74 Athena\ub294 \ub2e4\uc74c \uc2e4\ud589 \uacbd\ub85c\ub97c \ub530\ub985\ub2c8\ub2e4.<\/p>\n

    \n
  1. \ucffc\ub9ac \uad6c\ubb38 \ubd84\uc11d<\/strong>\uff1a\uc2dc\uc2a4\ud15c\uc740 \uba3c\uc800 SQL \uad6c\ubb38\uc744 \uac80\uc99d\ud558\uace0 \ucffc\ub9ac \uc758\ub3c4\ub97c \uad6c\ubb38 \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/li>\n
  2. \uba54\ud0c0\ub370\uc774\ud130 \uac80\uc0c9<\/strong>: \ub370\uc774\ud130 \uce74\ud0c8\ub85c\uadf8\uc5d0\uc11c \uad00\ub828 \ud14c\uc774\ube14 \ubc0f \ud30c\ud2f0\uc158\uc5d0 \ub300\ud55c \uba54\ud0c0\ub370\uc774\ud130 \uc815\ubcf4\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.<\/li>\n
  3. \uc2e4\ud589 \uacc4\ud68d \ucd5c\uc801\ud654<\/strong>: \ub370\uc774\ud130 \ubd84\ud3ec \ubc0f \ucffc\ub9ac \ud328\ud134\uc744 \uae30\ubc18\uc73c\ub85c \ucd5c\uc801\uc758 \uc2e4\ud589 \uc804\ub7b5 \uc0dd\uc131<\/li>\n
  4. \ubcd1\ub82c \uc2e4\ud589<\/strong>: \ubcd1\ub82c \ucc98\ub9ac\ub97c \uc704\ud574 \ucffc\ub9ac \uc791\uc5c5\uc744 \uc5ec\ub7ec \uc791\uc5c5 \ub178\ub4dc\ub85c \ubd84\ud574\ud569\ub2c8\ub2e4.<\/li>\n
  5. \uacb0\uacfc \uc9d1\uacc4<\/strong>: \uac01 \ub178\ub4dc\uc758 \ucc98\ub9ac \uacb0\uacfc\ub97c \uc218\uc9d1\ud558\uc5ec \ucd5c\uc885\uc801\uc73c\ub85c \ubcd1\ud569\ud569\ub2c8\ub2e4.<\/li>\n
  6. \uacb0\uacfc \uc9c0\uc18d\uc131<\/strong>: \ucffc\ub9ac \uacb0\uacfc\ub97c \uc9c0\uc815\ub41c S3 \uc704\uce58\uc5d0 \uc800\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n

     <\/p>\n

    \uc801\uc6a9 \uc2dc\ub098\ub9ac\uc624 \ubc0f \uc2e4\uc81c \uc0ac\ub840<\/h4>\n

    \uc9c0\ub2a5\ud615 \ub85c\uadf8 \ubd84\uc11d<\/h5>\n

    DevOps \ubc0f \ubcf4\uc548 \uc6b4\uc601\uc5d0\uc11c Athena\ub294 \ud14c\ub77c\ubc14\uc774\ud2b8\uae09 \ub85c\uadf8 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, CloudTrail \uac10\uc0ac \ub85c\uadf8\ub97c \ubd84\uc11d\ud560 \ub54c \uae30\uc874 \ubc29\uc2dd\uc740 \uc804\uc6a9 \ub85c\uadf8 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc73c\ub85c \ub85c\uadf8\ub97c \uac00\uc838\uc640\uc57c \ud558\ub294 \ubc18\uba74, Athena\ub294 S3\uc758 \uc6d0\ubcf8 \ub85c\uadf8 \ud30c\uc77c\uc5d0 \ub300\ud574 \ubcf5\uc7a1\ud55c \ucffc\ub9ac\ub97c \uc9c1\uc811 \uc218\ud589\ud558\uc5ec \ube44\uc815\uc0c1\uc801\uc778 \uc561\uc138\uc2a4 \ud328\ud134\uc774\ub098 \ubcf4\uc548 \uc704\ud611\uc744 \uc2e0\uc18d\ud558\uac8c \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

    \ub370\uc774\ud130 \ub808\uc774\ud06c \ud0d0\uc0c9 \ubc0f \ub9c8\uc774\ub2dd<\/h5>\n

    S3\uc5d0 \uad6c\ucd95\ub41c \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130 \ub808\uc774\ud06c\ub97c \uc704\ud574 Athena\ub294 \uc800\ub834\ud55c \ub370\uc774\ud130 \ud0d0\uc0c9 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559\uc790\ub294 \ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \uc804\uc6a9 \ubd84\uc11d \ud658\uacbd\uc744 \uad6c\ucd95\ud560 \ub54c\uae4c\uc9c0 \uae30\ub2e4\ub9ac\uc9c0 \uc54a\uace0\ub3c4 SQL\uc744 \ud1b5\ud574 \ub370\uc774\ud130 \ud488\uc9c8\uc744 \uc2e0\uc18d\ud558\uac8c \uac80\uc99d\ud558\uace0 \ub370\uc774\ud130 \ubd84\ud3ec\ub97c \ud0d0\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

    \uc2e4\uc2dc\uac04 \ube44\uc988\ub2c8\uc2a4 \ud1b5\ucc30\ub825<\/h5>\n

    Amazon QuickSight\uc640 \uacb0\ud569\ud558\uba74 Athena\ub294 \uac70\uc758 \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \ube44\uc988\ub2c8\uc2a4 \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc804\uc790\uc0c1\uac70\ub798 \uae30\uc5c5\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uac00\uac00 \ubcf5\uc7a1\ud55c \ube45\ub370\uc774\ud130 \uae30\uc220 \uc2a4\ud0dd\uc744 \uc219\ub2ec\ud558\uc9c0 \uc54a\uace0\ub3c4 \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \ud310\ub9e4 \ucd94\uc138\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

     <\/p>\n

    AWS \ub370\uc774\ud130 \uc11c\ube44\uc2a4 \uc0dd\ud0dc\uacc4 \ube44\uad50<\/h4>\n

    AWS\uc758 \ub370\uc774\ud130 \ubd84\uc11d \uc11c\ube44\uc2a4 \ub9e4\ud2b8\ub9ad\uc2a4\uc5d0\uc11c Athena\ub294 \ub2e4\ub978 \uc11c\ube44\uc2a4\uc640 \uc0c1\ud638 \ubcf4\uc644\uc801\uc778 \uad00\uacc4\ub97c \ud615\uc131\ud569\ub2c8\ub2e4.<\/p>\n

    Athena \ub300 Redshift: \uc11c\ub85c \ub2e4\ub978 \ud3ec\uc9c0\uc154\ub2dd \uc804\ub7b5<\/h5>\n
    \uc544\ud14c\ub098\uc758 \uac15\uc810 \uc601\uc5ed<\/strong>:<\/h5>\n
      \n
    • \uc784\uc2dc \ubc0f \ud0d0\uc0c9\uc801 \ucffc\ub9ac<\/li>\n
    • \ubd88\uaddc\uce59\ud55c \ucffc\ub9ac \ud328\ud134<\/li>\n
    • \uc778\ud504\ub77c \uad00\ub9ac\ub97c \ud53c\ud558\uace0 \uc2f6\uc2b5\ub2c8\uae4c?<\/li>\n
    • \ube44\uc6a9\uc5d0 \ubbfc\uac10\ud55c \ubd84\uc11d \uc2dc\ub098\ub9ac\uc624<\/li>\n<\/ul>\n
      Redshift \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2dc\ub098\ub9ac\uc624<\/strong>:<\/h5>\n
        \n
      • \uc9c0\uc18d\uc801\uc778 \uace0\uc131\ub2a5\uc744 \uc694\uad6c\ud558\ub294 \ubcf5\uc7a1\ud55c \ubd84\uc11d<\/li>\n
      • \ub3d9\uc2dc \uc0ac\uc6a9\uc790 \uc218\uac00 \ub9ce\uc74c<\/li>\n
      • \uc138\ubc00\ud55c \uc131\ub2a5 \uc870\uc815\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n
      • \uae30\uc874 \ub370\uc774\ud130\uc6e8\uc5b4\ud558\uc6b0\uc2a4 \ub9c8\uc774\uadf8\ub808\uc774\uc158 \ud504\ub85c\uc81d\ud2b8<\/li>\n<\/ul>\n
        AWS Glue\uc640\uc758 \uc2dc\ub108\uc9c0<\/h5>\n

        AWS Glue\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\ubc95\uc73c\ub85c \ub370\uc774\ud130 \uc900\ube44 \ub2e8\uacc4\uc5d0\uc11c \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n

          \n
        • S3\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc790\ub3d9\uc73c\ub85c \uac80\uc0c9\ud558\uace0 \ubd84\ub958\ud569\ub2c8\ub2e4.<\/li>\n
        • \ub370\uc774\ud130 \uce74\ud0c8\ub85c\uadf8 \uc0dd\uc131 \ubc0f \uc720\uc9c0 \uad00\ub9ac<\/li>\n
        • \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ubcc0\ud658 \uc791\uc5c5 \uc218\ud589<\/li>\n
        • Athena \ucffc\ub9ac\uc5d0 \ucd5c\uc801\ud654\ub41c \uba54\ud0c0\ub370\uc774\ud130 \uc81c\uacf5<\/li>\n<\/ul>\n

          \uc774\ub7ec\ud55c \uc870\ud569\uc740 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \ucc98\ub9ac\ud574\uc57c \ud558\ub294 \uae30\uc5c5 \uc2dc\ub098\ub9ac\uc624\uc5d0 \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n

           <\/p>\n

          \ube44\uc6a9 \uad6c\uc870 \ubc0f \ucd5c\uc801\ud654 \uc804\ub7b5<\/h4>\n

          \uac00\uaca9 \ubaa8\ub378 \uc124\uba85<\/h4>\n

          \uc8fc\ubb38\ud615 \uac00\uaca9 \ucc45\uc815<\/strong>:<\/h5>\n
            \n
          • \ud45c\uc900 \uc694\uae08: \uc2a4\uce94\ub41c \ub370\uc774\ud130 TB\ub2f9 $5<\/li>\n
          • \ucd5c\uc18c \uccad\uad6c \ub2e8\uc704: 10MB<\/li>\n
          • \uccad\uad6c \uc815\ud655\ub3c4: MB \uc218\uc900\uae4c\uc9c0 \uc815\ud655\ud568<\/li>\n
          • \ubb34\ub8cc \ud56d\ubaa9: DDL \uc791\uc5c5, \uc2e4\ud328\ud55c \ucffc\ub9ac, \ucffc\ub9ac \ucde8\uc18c<\/li>\n<\/ul>\n
            \uc608\uc57d\ub41c \uc6a9\ub7c9 \ubaa8\ub4dc<\/strong>:<\/h5>\n
              \n
            • \uc801\uc6a9 \uac00\ub2a5\ud55c \uc2dc\ub098\ub9ac\uc624: \uc608\uce21 \uac00\ub2a5\ud55c \uc791\uc5c5 \ubd80\ud558<\/li>\n
            • \uac00\uaca9 \uad6c\uc870: DPU \uc2dc\uac04\ub2f9 $0.30<\/li>\n
            • \ub9ac\uc18c\uc2a4 \uad6c\uc131: \uac01 DPU = 4vCPU + 16GB \uba54\ubaa8\ub9ac<\/li>\n
            • \uacb0\uc81c\ubc29\uc2dd : \ubd84\ub2f9, \ucd5c\uc18c 1\uc2dc\uac04<\/li>\n<\/ul>\n
              Spark \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2e4\ud589<\/strong>:<\/h5>\n
                \n
              • \uac00\uaca9: DPU \uc2dc\uac04\ub2f9 $0.35<\/li>\n
              • \uc7a5\uc810: \uc644\uc804 \uad00\ub9ac\ud615 Spark \ub7f0\ud0c0\uc784 \ud658\uacbd<\/li>\n
              • \uc801\uc6a9 \uac00\ub2a5\ud55c \uc2dc\ub098\ub9ac\uc624: \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uba38\uc2e0 \ub7ec\ub2dd \uc6cc\ud06c\ub85c\ub4dc<\/li>\n<\/ul>\n

                 <\/p>\n

                \ube44\uc6a9 \uad00\ub9ac \ubaa8\ubc94 \uc0ac\ub840<\/h4>\n

                \ub370\uc774\ud130 \uad6c\uc131 \ucd5c\uc801\ud654<\/strong>:<\/h5>\n
                  \n
                • \uc9c0\ub2a5\ud615 \ubd84\ud560 \uc804\ub7b5\uc744 \uad6c\ud604\ud558\uace0 \uc2dc\uac04, \uc9c0\uc5ed \ub610\ub294 \ube44\uc988\ub2c8\uc2a4 \ucc28\uc6d0\ubcc4\ub85c \ubd84\ud560\ud569\ub2c8\ub2e4.<\/li>\n
                • \uceec\ub7fc\ud615 \uc800\uc7a5 \ud3ec\ub9f7(Parquet, ORC)\uc744 \uc0ac\uc6a9\ud558\uba74 \ub370\uc774\ud130 \uc2a4\uce90\ub2dd \uc591\uc744 70-80%\ub9cc\ud07c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
                • \ub370\uc774\ud130 \uc555\ucd95 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc800\uc7a5 \ubc0f \uc804\uc1a1 \ube44\uc6a9\uc744 \ub354\uc6b1 \uc808\uac10\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
                  \ucffc\ub9ac \ucd5c\uc801\ud654 \ud301<\/strong>:<\/h5>\n
                    \n
                  • SELECT * \ucffc\ub9ac\ub97c \ud53c\ud558\uace0 \ud544\uc218 \ud544\ub4dc\ub97c \uba85\uc2dc\uc801\uc73c\ub85c \uc9c0\uc815\ud558\uc138\uc694.<\/li>\n
                  • WHERE \uc808\uc744 \ud569\ub9ac\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ubc94\uc704\ub97c \uc81c\ud55c\ud569\ub2c8\ub2e4.<\/li>\n
                  • \ud30c\ud2f0\uc158 \uac00\uc9c0\uce58\uae30 \ubc0f \ud504\ub85c\uc81d\uc158 \ud478\uc2dc\ub2e4\uc6b4 \ucd5c\uc801\ud654 \ud65c\uc6a9<\/li>\n<\/ul>\n
                    \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uac70\ubc84\ub10c\uc2a4<\/strong>:<\/h5>\n
                      \n
                    • \ube44\uc815\uc0c1\uc801\uc778 \uc9c0\ucd9c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud574 AWS Cost Explorer \uc54c\ub9bc\uc744 \uc124\uc815\ud558\uc138\uc694.<\/li>\n
                    • CloudWatch Logs\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucffc\ub9ac \ud328\ud134 \ubd84\uc11d<\/li>\n
                    • \ub9ac\uc18c\uc2a4 \ub0a8\uc6a9\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud55c \ucffc\ub9ac \uac80\ud1a0 \uba54\ucee4\ub2c8\uc998\uc744 \uad6c\ucd95\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n

                       <\/p>\n

                      \uc131\ub2a5 \ucd5c\uc801\ud654 \ubc0f \uc6b4\uc601 \ubc0f \uc720\uc9c0 \uad00\ub9ac \uad00\ud589<\/h4>\n

                      \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ucc98 \uc124\uacc4<\/h5>\n

                      \ubd84\ud560 \uc804\ub7b5 \uc124\uacc4<\/strong>\uc774\uc0c1\uc801\uc73c\ub85c\ub294 \ucffc\ub9ac \uc811\uadfc \ud328\ud134\uc744 \uae30\ubc18\uc73c\ub85c \ubd84\ud560\ud574\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc758 \uacbd\uc6b0 \uc5f0\/\uc6d4\/\uc77c \uae30\uc900 \uacc4\uce35 \ubd84\ud560\uc774 \ub2e8\uc77c \uc218\uc900 \ubd84\ud560\ubcf4\ub2e4 \uc77c\ubc18\uc801\uc73c\ub85c \ub354 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \uacfc\ub3c4\ud55c \ubd84\ud560\ub85c \uc778\ud55c \uba54\ud0c0\ub370\uc774\ud130 \uc624\ubc84\ud5e4\ub4dc\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \uac01 \ubd84\ud560\uc758 \ub370\uc774\ud130 \uc591\uc740 \ud569\ub9ac\uc801\uc778 \ubc94\uc704(100MB~1GB \uad8c\uc7a5) \ub0b4\uc5d0\uc11c \uc81c\uc5b4\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n

                      \ucd5c\uc801\ud654\ub41c \ud30c\uc77c \uad6c\uc131<\/strong>:<\/p>\n

                        \n
                      • \ub2e8\uc77c \ud30c\uc77c\uc758 \ud06c\uae30\ub294 128MB~1GB \uc0ac\uc774\ub85c \uc81c\uc5b4\ub429\ub2c8\ub2e4.<\/li>\n
                      • \ucffc\ub9ac \uc2dc\uc791 \uc2dc\uac04\uc5d0 \uc601\ud5a5\uc744 \uc904 \uc218 \uc788\ub294 \ub9ce\uc740 \uc218\uc758 \uc791\uc740 \ud30c\uc77c\uc744 \ud53c\ud558\uc2ed\uc2dc\uc624.<\/li>\n
                      • \ub370\uc774\ud130 \uc555\ucd95 \uc54c\uace0\ub9ac\uc998(\uc608: Snappy, GZIP)\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc555\ucd95\ub960\uacfc \ucffc\ub9ac \uc131\ub2a5\uc758 \uade0\ud615\uc744 \ub9de\ucda5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
                        \ucffc\ub9ac \uc131\ub2a5 \ud29c\ub2dd<\/h5>\n

                        \uc9c0\uc218 \ubc0f \ud1b5\uacc4<\/strong>Athena\ub294 \uae30\uc874 B-\ud2b8\ub9ac \uc778\ub371\uc2a4\ub97c \uc9c0\uc6d0\ud558\uc9c0 \uc54a\uc9c0\ub9cc, \uceec\ub7fc \uae30\ubc18 \uc2a4\ud1a0\ub9ac\uc9c0\uc758 \ub0b4\uc7a5 \uc778\ub371\uc2a4 \uba54\ucee4\ub2c8\uc998\uc744 \ud1b5\ud574 \ucffc\ub9ac\ub97c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud14c\uc774\ube14 \ud1b5\uacc4\ub97c \uc815\uae30\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud558\uba74 \ucffc\ub9ac \ucd5c\uc801\ud654 \ud504\ub85c\uadf8\ub7a8\uc774 \ub354 \ub098\uc740 \uc2e4\ud589 \uacc4\ud68d\uc744 \uc0dd\uc131\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n

                        \ub3d9\uc2dc\uc131 \uc81c\uc5b4<\/strong>: \ub9ac\uc18c\uc2a4 \uacbd\uc7c1\uc744 \ud53c\ud558\uae30 \uc704\ud574 \ub3d9\uc2dc \ucffc\ub9ac \uc218\ub97c \ud569\ub9ac\uc801\uc73c\ub85c \uc81c\uc5b4\ud569\ub2c8\ub2e4. \ub3d9\uc2dc\uc131\uc774 \ub192\uc740 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c\ub294 \uc608\uc57d\ub41c \uc6a9\ub7c9 \ubaa8\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub354\uc6b1 \uc548\uc815\uc801\uc778 \uc131\ub2a5\uc744 \ud655\ubcf4\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n

                         <\/p>\n

                        \ubcf4\uc548 \ubc0f \uaddc\uc815 \uc900\uc218<\/h4>\n
                        \uc811\uadfc \uc81c\uc5b4 \uba54\ucee4\ub2c8\uc998<\/strong>:<\/h5>\n
                          \n
                        • IAM \uc815\ucc45\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc138\ubd84\ud654\ub41c \uad8c\ud55c \uc81c\uc5b4\ub97c \uad6c\ud604\ud569\ub2c8\ub2e4.<\/li>\n
                        • S3 \ubc84\ud0b7 \uc815\ucc45\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \uc561\uc138\uc2a4 \uc81c\ud55c<\/li>\n
                        • AWS Lake Formation\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \uc218\uc900 \uc561\uc138\uc2a4 \uc81c\uc5b4 \uad6c\ud604<\/li>\n<\/ul>\n
                          \ub370\uc774\ud130 \uc554\ud638\ud654<\/strong>:<\/h5>\n
                            \n
                          • S3 \uc11c\ubc84 \uce21 \uc554\ud638\ud654(SSE-S3, SSE-KMS) \uc9c0\uc6d0<\/li>\n
                          • \ucffc\ub9ac \uacb0\uacfc\ub294 \uc554\ud638\ud654\ub41c \ud615\uc2dd\uc73c\ub85c \uc800\uc7a5\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
                          • \uc804\uc1a1 \uc911\uc778 \ub370\uc774\ud130\ub294 TLS\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc554\ud638\ud654\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n

                             <\/p>\n

                            \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ubb38\uc81c \ud574\uacb0<\/h4>\n

                            \ud575\uc2ec \uc131\uacfc \uc9c0\ud45c<\/h4>\n

                            \ucffc\ub9ac \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1<\/strong>:<\/h5>\n
                              \n
                            • \ucffc\ub9ac \uc2e4\ud589 \uc2dc\uac04 \ucd94\uc138<\/li>\n
                            • \ub370\uc774\ud130 \uc2a4\uce90\ub2dd \ud1b5\uacc4<\/li>\n
                            • \ucffc\ub9ac \uc131\uacf5\ub960 \ubaa8\ub2c8\ud130\ub9c1<\/li>\n
                            • \ub3d9\uc2dc \ucffc\ub9ac \uc218 \ucd94\uc801<\/li>\n<\/ul>\n
                              \ube44\uc6a9 \ubaa8\ub2c8\ud130\ub9c1 \uc9c0\ud45c<\/strong>:<\/h5>\n
                                \n
                              • \uc77c\uc77c\/\uc6d4\ubcc4 \ucffc\ub9ac \ube44\uc6a9 \ucd94\uc138<\/li>\n
                              • \uc0ac\uc6a9\uc790 \ub610\ub294 \ubd80\uc11c\ubcc4 \ube44\uc6a9 \ud560\ub2f9<\/li>\n
                              • \ucffc\ub9ac \ud6a8\uc728\uc131 \uc9c0\uc218(\ube44\uc6a9\/\ub370\uc774\ud130 \ucc98\ub9ac\ub7c9)<\/li>\n<\/ul>\n

                                 <\/p>\n

                                \uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h4>\n

                                \ucffc\ub9ac \uc131\ub2a5 \ubb38\uc81c<\/strong>:<\/h5>\n
                                  \n
                                • \ub370\uc774\ud130 \ubd84\ud560\uc774 \uc801\uc808\ud55c\uc9c0 \ud655\uc778\ud558\uc138\uc694<\/li>\n
                                • \ubcd1\ubaa9 \ud604\uc0c1\uc744 \uc2dd\ubcc4\ud558\uae30 \uc704\ud574 \ucffc\ub9ac \uc2e4\ud589 \uacc4\ud68d\uc744 \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/li>\n
                                • \ub370\uc774\ud130 \ud615\uc2dd \ubcc0\ud658 \ubc0f \uc555\ucd95 \ucd5c\uc801\ud654\ub97c \uace0\ub824\ud558\uc138\uc694<\/li>\n<\/ul>\n
                                  \uad8c\ud55c \uad00\ub828 \ubb38\uc81c<\/strong>:<\/h5>\n
                                    \n
                                  • IAM \uc815\ucc45 \uad6c\uc131 \ud655\uc778<\/li>\n
                                  • S3 \ubc84\ud0b7 \uc561\uc138\uc2a4 \uad8c\ud55c \ud655\uc778<\/li>\n
                                  • \uad50\ucc28 \uacc4\uc815 \uc561\uc138\uc2a4 \uc124\uc815 \ud655\uc778<\/li>\n<\/ul>\n

                                     <\/p>\n

                                    \uc694\uc57d\ud558\ub2e4<\/h4>\n

                                    AWS Athena\ub294 \ube45\ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc811\uadfc\uc131\uc744 \uc7ac\uc815\uc758\ud569\ub2c8\ub2e4. \uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 \ub370\uc774\ud130 \ubd84\uc11d \uc5ed\ub7c9\uc744 \ub300\uc911\ud654\ud558\uc5ec \ub354 \ub9ce\uc740 \uc0ac\uc6a9\uc790\uac00 \uc6d0\uc2dc \ub370\uc774\ud130\uc5d0\uc11c \uc9c1\uc811 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc744 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. Athena\ub294 \ub9c9\ub300\ud55c \uc778\ud504\ub77c \ube44\uc6a9 \ud22c\uc790 \uc5c6\uc774 \ub370\uc774\ud130 \ubd84\uc11d \uc5ed\ub7c9\uc744 \ube60\ub974\uac8c \uad6c\ucd95\ud558\ub824\ub294 \uc870\uc9c1\uc5d0 \uc774\uc0c1\uc801\uc778 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n

                                    Athena\ub97c \uc131\uacf5\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\ub824\uba74 \uc885\ub7c9\uc81c(Pay-as-you-go) \ubc29\uc2dd\uc744 \uc774\ud574\ud558\uace0 \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ucc98\uc640 \ucffc\ub9ac \ubaa8\ub4dc\ub97c \ucd5c\uc801\ud654\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ud569\ub9ac\uc801\uc778 \ub370\uc774\ud130 \uad6c\uc131, \uc9c0\ub2a5\uc801\uc778 \ucffc\ub9ac \uc124\uacc4, \uadf8\ub9ac\uace0 \uc9c0\uc18d\uc801\uc778 \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1\uc744 \ud1b5\ud574 \uae30\uc5c5\uc740 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uba74\uc11c \uac15\ub825\ud55c \ub370\uc774\ud130 \ubd84\uc11d \uc5ed\ub7c9\uc744 \ud655\ubcf4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

                                    AWS \uc5d0\uc774\uc804\ud2b8\ub85c\uc11c \uc800\ud76c\ub294 \uace0\uac1d\uc758 Athena \uad6c\ucd95 \ubc0f \ucd5c\uc801\ud654\ub97c \uc9c0\uc6d0\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c, Glue \ubc0f QuickSight\uc640 \uac19\uc740 AWS \ub370\uc774\ud130 \uc11c\ube44\uc2a4\ub97c \ud1b5\ud569\ud558\uc5ec \ub370\uc774\ud130 \uc218\uc9d1, \uac70\ubc84\ub10c\uc2a4, \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\ub97c \uc544\uc6b0\ub974\ub294 \uc644\uc804\ud55c \ub370\uc774\ud130 \uc2a4\ud0dd\uc744 \uad6c\ucd95\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ube44\uc988\ub2c8\uc2a4\uc5d0\uc11c Athena\uc758 \ud0c0\ub2f9\uc131\uc744 \ud3c9\uac00\ud558\uace0, \ud604\uc7ac \ucffc\ub9ac \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uac70\ub098, \ub370\uc774\ud130 \ubd84\uc11d \ube44\uc6a9\uc744 \uad00\ub9ac\ud558\uace0 \uc2f6\uc73c\uc2dc\ub2e4\uba74 \uc5b8\uc81c\ub4e0\uc9c0 \uc800\ud76c \uae30\uc220 \ucee8\uc124\ud134\ud2b8 \ud300\uc5d0 \ubb38\uc758\ud574 \uc8fc\uc2ed\uc2dc\uc624. \uadc0\uc0ac\uc758 \uc0b0\uc5c5 \uc2dc\ub098\ub9ac\uc624\uc5d0 \uae30\ubc18\ud55c \ub9de\ucda4\ud615 \ud074\ub77c\uc6b0\ub4dc \ub370\uc774\ud130 \ubd84\uc11d \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uc5ec \ub370\uc774\ud130\ub97c \uc790\uc0b0\uc73c\ub85c, \uc778\uc0ac\uc774\ud2b8\ub97c \uc131\uc7a5\uc73c\ub85c \uc804\ud658\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"

                                    \uc624\ub298\ub0a0\uc758 \ub370\uc774\ud130 \uc911\uc2ec \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc5d0\uc11c \uae30\uc5c5\ub4e4\uc740 \ub370\uc774\ud130 \uc790\uc0b0\uc5d0 \ub300\ud55c \uc2e0\uc18d\ud55c \ubd84\uc11d\uacfc \uc989\uac01\uc801\uc778 \uc778\uc0ac\uc774\ud2b8 \ud655\ubcf4\uc5d0 \uc810\uc810 \ub354 \uc9d1\uc911\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. AWS \uacf5\uc778 \uc5d0\uc774\uc804\ud2b8\ub85c\uc11c, \uc800\ud76c\ub294 \uace0\uac1d\uc774 \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \ud6a8\uc728\uc801\uc774\uace0 \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubd84\uc11d \uc544\ud0a4\ud14d\ucc98\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \ucd5c\uc120\uc744 \ub2e4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uc778\ud504\ub77c\ub97c \uc0ac\uc804 \uc124\uc815\ud558\uc9c0 \uc54a\uace0\ub3c4 Amazon S3\uc5d0\uc11c SQL \ucffc\ub9ac\ub97c \uc9c1\uc811 \uc2e4\ud589\ud560 \uc218 \uc788\ub294 \uc644\uc804 \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4\uc778 AWS Athena\uc5d0 \ub300\ud55c \uc804\ubc18\uc801\uc778 \uc774\ud574\ub97c \uc81c\uacf5\ud558\uc5ec, \ub354 \uc800\ub834\ud55c \ube44\uc6a9\uacfc \ub354 \ube60\ub978 \uc18d\ub3c4\ub85c \ub370\uc774\ud130\uc758 \uac00\uce58\ub97c \uadf9\ub300\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \ub808\uc774\ud06c \uad6c\ucd95\uc744 \ub9c9 \uc2dc\uc791\ud588\uac70\ub098 \uae30\uc874 \ub370\uc774\ud130 \ubd84\uc11d \ud504\ub85c\uc138\uc2a4\ub97c \ucd5c\uc801\ud654\ud558\ub824\ub294 \uacbd\uc6b0, Athena\uc5d0 \ub300\ud55c \uc2ec\uce35\uc801\uc778 \uc774\ud574\uc640 \uc2e4\uc2b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":3296,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-3295","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/3295","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/comments?post=3295"}],"version-history":[{"count":0,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/3295\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media\/3296"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media?parent=3295"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/categories?post=3295"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/tags?post=3295"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}