{"id":6751,"date":"2026-07-12T02:06:16","date_gmt":"2026-07-12T10:06:16","guid":{"rendered":"https:\/\/www.gudusoft.com\/best-data-lineage-tools\/"},"modified":"2026-07-13T19:05:25","modified_gmt":"2026-07-14T03:05:25","slug":"best-data-lineage-tools","status":"publish","type":"page","link":"https:\/\/www.gudusoft.com\/ko\/%ec%b5%9c%ea%b3%a0%ec%9d%98-%eb%8d%b0%ec%9d%b4%ed%84%b0-%ea%b3%84%eb%b3%b4-%eb%8f%84%ea%b5%ac\/","title":{"rendered":"2026\ub144 \ucd5c\uace0\uc758 \ub370\uc774\ud130 \uacc4\ubcf4 \ub3c4\uad6c: 10\uac00\uc9c0 \uc635\uc158\uc5d0 \ub300\ud55c \uc194\uc9c1\ud55c \ube44\uad50"},"content":{"rendered":"

2026\ub144 \ucd5c\uace0\uc758 \ub370\uc774\ud130 \uacc4\ubcf4 \ub3c4\uad6c\ub294 \ub2e4\uc74c \uc138 \uac00\uc9c0 \ubc94\uc8fc\ub85c \ub098\ub269\ub2c8\ub2e4. SQL \uad6c\ubb38 \ubd84\uc11d \ub3c4\uad6c<\/strong> \ucf54\ub4dc\ub97c \uc815\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uc5ec \uacc4\ubcf4\ub97c \uacc4\uc0b0\ud558\ub294 \ub3c4\uad6c(Gudu SQLFlow) \uc624\ud508 \uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac \ubc0f \ud45c\uc900<\/strong> \uc9c1\uc811 \uad6c\uc131\ud569\ub2c8\ub2e4(sqllineage, sqlglot, OpenLineage\/Marquez \ub4f1). \ub370\uc774\ud130 \uce74\ud0c8\ub85c\uadf8 \ud50c\ub7ab\ud3fc<\/strong> \ub370\uc774\ud130 \uacc4\ubcf4 \ucd94\uc801\uc740 DataHub, OpenMetadata, Atlan, Secoda, Collibra, Alation \ub4f1 \uc5ec\ub7ec \ub3c4\uad6c \uc911 \ud558\ub098\uc77c \ubfd0\uc785\ub2c8\ub2e4. \ubaa8\ub4e0 \uc2dc\ub098\ub9ac\uc624\uc5d0 \uc801\ud569\ud55c \ub2e8\uc77c \ub3c4\uad6c\ub294 \uc5c6\uc73c\uba70, \uc62c\ubc14\ub978 \uc120\ud0dd\uc740 \ub370\uc774\ud130 \uacc4\ubcf4 \ucd94\uc801\uc758 \uae4a\uc774\uc640 \uac00\uc7a5 \uae4c\ub2e4\ub85c\uc6b4 \ucf54\ub4dc\uac00 \uc800\uc7a5 \ud504\ub85c\uc2dc\uc800, DBT \ubaa8\ub378 \ub610\ub294 \ud30c\uc774\ud504\ub77c\uc778 \uc791\uc5c5\uc778\uc9c0\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n

10<\/b>\uc0ac\uc6a9 \uc2dc\ub098\ub9ac\uc624\ubcc4\ub85c \ub3c4\uad6c\ub97c \ube44\uad50\ud558\uace0 \uc21c\uc704\ub97c \ub9e4\uacbc\uc2b5\ub2c8\ub2e4.<\/span><\/div>
3<\/b>\uce74\ud14c\uace0\ub9ac: \ud30c\uc11c, \ub77c\uc774\ube0c\ub7ec\ub9ac, \uce74\ud0c8\ub85c\uadf8<\/span><\/div>
\uceec\ub7fc \ub808\ubca8<\/b>\ubc14\ub294 \uc9c4\uc9c0\ud55c \ub3c4\uad6c\uac00 \ud1b5\uacfc\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/div>
\uc628\ud504\ub808\ubbf8\uc2a4<\/b>\uadf8\ub9ac\uace0 \uc5d0\uc5b4\uac2d \uc635\uc158\uc774 \ud45c\uc2dc\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/div><\/div>\n\n\n\n

\uc194\uc9c1\ud788 \ub9d0\uc500\ub4dc\ub9ac\uc790\uba74:<\/strong> \uc800\ud76c\ub294 \uc5ec\uae30 \uc18c\uac1c\ub41c 10\uac00\uc9c0 \ub3c4\uad6c \uc911 \ud558\ub098\uc778 Gudu SQLFlow\ub97c \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc774 \ube44\uad50\ub294 \uac1d\uad00\uc801\uc778 \uad00\uc810\uc5d0\uc11c \uc9c4\ud589\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uac01 \uacbd\uc7c1\uc5c5\uccb4\uc758 \uc9c4\uc815\ud55c \uac15\uc810\uc744 \ubc1d\ud788\uace0, \uc800\ud76c\uac00 \uc54c\uace0 \uc788\ub294 \uac00\uaca9\ub9cc \uc81c\uc2dc\ud558\uba70, \uc2dc\ub098\ub9ac\uc624\ubcc4\ub85c \ucd94\ucc9c \uc81c\ud488\uc744 \ucd94\ucc9c\ud569\ub2c8\ub2e4. \uc544\ub798 \uc2dc\ub098\ub9ac\uc624 \uc911 \uc77c\ubd80\ub294 "SQLFlow\ub97c \uad6c\ub9e4\ud558\uc9c0 \ub9c8\uc138\uc694"\ub77c\ub294 \uacb0\ub860\uc73c\ub85c \ub05d\ub0a9\ub2c8\ub2e4.<\/p>\n\n\n\n

\ucd5c\uace0\uc758 \ub370\uc774\ud130 \uacc4\ubcf4 \ub3c4\uad6c\ub97c \ud310\ub2e8\ud558\ub294 \ubc29\ubc95<\/h2>\n\n\n\n

\uc624\ud508\uc18c\uc2a4 \uc635\uc158\ub9cc \uace0\ub824\ud558\uace0 \uacc4\uc2e0\uac00\uc694? \uc800\ud76c\ub294 \ubcc4\ub3c4\uc758 \uc815\ub9ac \ubaa9\ub85d\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uace0\uc758 \uc624\ud508 \uc18c\uc2a4 \ub370\uc774\ud130 \uacc4\ubcf4 \ub3c4\uad6c<\/a> SQLLineage, OpenLineage \ubc0f Marquez\uc5d0 \ub300\ud55c \uc2ec\uce35\uc801\uc778 \ub0b4\uc6a9\uc744 \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n\n\n\n

\uc774 \uac1c\ub150\uc774 \ucc98\uc74c\uc774\uc2e0\uac00\uc694? \ub2e4\uc74c\uc73c\ub85c \uc2dc\uc791\ud558\uc138\uc694. \ub370\uc774\ud130 \uacc4\ubcf4\ub780 \ubb34\uc5c7\uc774\uba70 \uc65c \uc911\uc694\ud55c\uac00<\/a>\ub3c4\uad6c\ub97c \ube44\uad50\ud560 \ub54c, \uc9c4\uc9c0\ud55c \uc120\ud0dd\uc9c0\uc640 \ub370\ubaa8 \ubc84\uc804\uc744 \uad6c\ubd84\ud558\ub294 \ub370\uc5d0\ub294 \ub2e4\uc74c \ub2e4\uc12f \uac00\uc9c0 \uc9c8\ubb38\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n

  1. \uacc4\ubcf4\ub294 \uc5b4\ub5bb\uac8c \uc0dd\uc131\ub418\ub098\uc694?<\/strong> SQL \ucf54\ub4dc \uad6c\ubb38 \ubd84\uc11d, \ub7f0\ud0c0\uc784 \uc774\ubca4\ud2b8 \uc218\uc2e0 \ub610\ub294 \ucee4\ub125\ud130\ub97c \ud1b5\ud55c \uba54\ud0c0\ub370\uc774\ud130 \uc77d\uae30. \uad6c\ubb38 \ubd84\uc11d\uc740 \uad00\ucc30 \uae30\uac04 \ub3d9\uc548 \uc2e4\ud589\ub418\uc9c0 \uc54a\uc740 \ub85c\uc9c1\uc744 \uac10\uc9c0\ud558\uace0, \ub7f0\ud0c0\uc784 \ucea1\ucc98\ub294 SQL\uacfc \uc804\ud600 \uad00\ub828 \uc5c6\ub294 \uc791\uc5c5\uc744 \uac10\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n
  2. \uceec\ub7fc \uc218\uc900 \ub610\ub294 \ud14c\uc774\ube14 \uc218\uc900?<\/strong> \ud14c\uc774\ube14 \ub808\ubca8\uc774\ub77c\uace0 \ud569\ub2c8\ub2e4 \uc218\uc775 \ubcf4\uace0<\/code> ~\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4 \uba85\ub839<\/code>\uceec\ub7fc \ub808\ubca8\uc740 \uc5b4\ub5a4 \uc18c\uc2a4 \uceec\ub7fc\uc774 \ub370\uc774\ud130\ub97c \uac00\uc838\uc624\ub294\uc9c0 \uc9c0\uc815\ud569\ub2c8\ub2e4. \ubcf4\uace0\uc11c_\uc218\uc775.\ucd1d\uc561<\/code> \u2014 \uc601\ud5a5 \ubd84\uc11d \ubc0f \uac10\uc0ac\uc5d0 \ud544\uc694\ud55c \uc138\ubd80\uc801\uc778 \uc218\uc900\uc785\ub2c8\ub2e4.<\/li>\n
  3. \uac00\uc7a5 \uae4c\ub2e4\ub85c\uc6b4 SQL \ucffc\ub9ac\uc5d0\uc11c\ub3c4 \uc0b4\uc544\ub0a8\ub098\uc694?<\/strong> \uc800\uc7a5 \ud504\ub85c\uc2dc\uc800, \ub3d9\uc801 SQL, \uc784\uc2dc \ud14c\uc774\ube14 \uc120\ud0dd\ud558\ub2e4 *<\/code> \uc911\ucca9 \ubdf0\ub97c \ud1b5\ud55c \ud655\uc7a5. \ud504\ub85c\ub355\uc158 \uc6e8\uc5b4\ud558\uc6b0\uc2a4\ub294 \uae54\ub054\ud55c SELECT \ubb38\uc73c\ub85c \uad6c\uc131\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n
  4. \uc5b4\ub514\uc5d0\uc11c \uc2e4\ud589\ud560 \uc218 \uc788\ub098\uc694?<\/strong> \uc740\ud589\uc774\ub098 \uc758\ub8cc\uae30\uad00\uc758 \uacbd\uc6b0 SaaS\ub9cc\uc73c\ub85c\ub294 \ucda9\ubd84\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. UI\uc5d0 \ud604\ud639\ub418\uae30 \uc804\uc5d0 \uc628\ud504\ub808\ubbf8\uc2a4 \ubc0f \uc5d0\uc5b4\uac2d \uc635\uc158\uc744 \ubc18\ub4dc\uc2dc \ud655\uc778\ud558\uc138\uc694.<\/li>\n
  5. \ubb50\ub77c\uace0 \uc801\ud600 \uc788\ub098\uc694?<\/strong> SQL \ud14d\uc2a4\ud2b8\uc640 \uc2a4\ud0a4\ub9c8 \uba54\ud0c0\ub370\uc774\ud130\ub9cc \ubd84\uc11d\ud558\ub294 \ub3c4\uad6c\ub294 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4\uc5d0 \uc5f0\uacb0\ud558\ub294 \ub3c4\uad6c\ubcf4\ub2e4 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ucde8\uc57d\uc810\uc774 \uc801\uc2b5\ub2c8\ub2e4.<\/li><\/ol>\n\n\n\n

    \uac00\uc7a5 \ud6a8\uacfc\uc801\uc778 \ud3c9\uac00 \uae30\ubc95\uc740 \uc0d8\ud50c \ucffc\ub9ac\uac00 \uc544\ub2cc, \uac00\uc7a5 \ubcf5\uc7a1\ud55c \uc2e4\uc81c \ud504\ub85c\uc2dc\uc800\ub97c \ubaa8\ub4e0 \ud6c4\ubcf4\uc5d0 \uc2e4\ud589\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \ud6c4\ubcf4\uc758 \uc808\ubc18\uc744 \uc989\uc2dc \uac78\ub7ec\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

    CREATE PROCEDURE dbo.load_daily_revenue @region VARCHAR(10) AS BEGIN SELECT o.order_id, o.amount INTO #staged FROM orders o JOIN customers c ON o.cust_id = c.id WHERE c.region = @region; DECLARE @sql NVARCHAR(MAX) = N'INSERT INTO revenue_' + @region + N' SELECT order_id, SUM(amount) FROM #staged GROUP BY order_id'; EXEC sp_executesql @sql; END<\/code><\/pre>\n\n\n\n
    \ub9e4\uac1c\ubcc0\uc218, \uc784\uc2dc \ud14c\uc774\ube14 \ubc0f \ub3d9\uc801\uc73c\ub85c \uc870\ub9bd\ub41c \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uacc4\ubcf4\ub97c \ucd94\uc801\ud558\ub294 \ub3c4\uad6c \ub07c\uc6cc \ub123\ub2e4<\/code> \ub2f9\uc2e0\uc758 \uc7ac\uc0b0\uc744 \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ube48 \uadf8\ub798\ud504\ub97c \ubc18\ud658\ud558\ub294 \ub3c4\uad6c\ub294 \ub2f9\uc2e0\uc774 \uc54c\uc544\uc57c \ud560 \ubaa8\ub4e0 \uac83\uc744 \uc54c\ub824\uc900 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n
    \uce74\ud14c\uace0\ub9ac 1: SQL \uad6c\ubb38 \ubd84\uc11d \uacc4\ubcf4 \ub3c4\uad6c<\/h2>\n\n\n\n
    \n\n
    1. \uad6c\ub450 SQLFlow<\/h3>\n\n\n\n
    Gudu SQLFlow<\/a> \uc774 \ub3c4\uad6c\ub294 SQL \ub370\uc774\ud130 \uacc4\ubcf4 \ucd94\uc801\uc5d0 \ud2b9\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ubd99\uc5ec\ub123\uc740 \ud14d\uc2a4\ud2b8, \ud30c\uc77c, JDBC\ub97c \ud1b5\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uba54\ud0c0\ub370\uc774\ud130, dbt \ub9e4\ub2c8\ud398\uc2a4\ud2b8, Snowflake \ucffc\ub9ac \uae30\ub85d, Redshift \ucffc\ub9ac \ub85c\uadf8 \ub4f1 SQL \ub370\uc774\ud130\ub97c \ud30c\uc2f1\ud558\uc5ec \uc5f4 \uc218\uc900\uc758 \uacc4\ubcf4 \ub2e4\uc774\uc5b4\uadf8\ub7a8\uacfc \uad6c\uc870\ud654\ub41c \uacc4\ubcf4 \ub370\uc774\ud130(JSON, CSV, REST API)\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 ANSI \ubb38\ubc95\uc774 \uc544\ub2cc 39\uac1c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ubc29\uc5b8\ubcc4 \ud30c\uc11c\ub97c \uc81c\uacf5\ud558\uba70, 2000\ub144\ub300 \uc911\ubc18\ubd80\ud130 \uc0c1\uc6a9\uc73c\ub85c \uac1c\ubc1c\ub418\uc5b4 \uc57d 13,600\uac1c\uc758 \ubc29\uc5b8\ubcc4 \ud14c\uc2a4\ud2b8 \ud53d\uc2a4\ucc98\ub97c \ud1b5\ud574 \uac80\uc99d\ub41c \ud30c\uc11c \uc5d4\uc9c4\uc744 \uae30\ubc18\uc73c\ub85c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
    \ub2e4\ub978 \uacf3\uc5d0\uc11c\ub294 \ucc3e\uc544\ubcf4\uae30 \ud798\ub4e0 \uc138 \uac00\uc9c0 \ud2b9\uc9d5\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uccab\uc9f8, \uc800\uc7a5 \ud504\ub85c\uc2dc\uc800 \ubd84\uc11d<\/strong>\ub450 \ubc88\uc9f8\ub85c, Oracle PL\/SQL \ubc0f SQL Server T-SQL \uc804\uc6a9 \ud30c\uc11c\ub294 \ub9e4\uac1c\ubcc0\uc218\uc640 \uc784\uc2dc \ud14c\uc774\ube14\uc744 \ud1b5\ud574 \ucd94\uc801 \uacc4\ubcf4\ub97c \ud30c\uc545\ud558\uace0, \ub3d9\uc801 SQL\uc744 \ud574\uc11d\ud558\uba70, \ud504\ub85c\uc2dc\uc800 \ud638\ucd9c\uc758 \ud638\ucd9c \uadf8\ub798\ud504\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uac04\uc811 \ud608\ud1b5<\/strong>: \uc0ac\uc6a9\ub41c \uc5f4 \uc5b4\ub514<\/code>, \uac00\uc785\ud558\ub2e4<\/code>, \uadf8\ub9ac\uace0 \uadf8\ub8f9\ud654 \uae30\uc900<\/code> \uc808\uc740 \uacb0\uacfc\uc5d0 \uc9c1\uc811 \uc601\ud5a5\uc744 \uc8fc\uc9c0 \uc54a\uc73c\uba74\uc11c \uacb0\uacfc\ub97c \ud615\uc131\ud569\ub2c8\ub2e4. SQLFlow\ub294 \uc774\ub97c \ubcc4\ub3c4\uc758 \ud1a0\uae00 \uac00\ub2a5\ud55c \uad00\uacc4 \uc720\ud615\uc73c\ub85c \ubaa8\ub378\ub9c1\ud569\ub2c8\ub2e4. \uc138 \ubc88\uc9f8\ub85c, \ubc30\ud3ec\uc758 \uc790\uc720<\/strong>\ubb34\ub8cc \ud074\ub77c\uc6b0\ub4dc \ud2f0\uc5b4\uc640 \uc628\ud504\ub808\ubbf8\uc2a4 \uc5d0\ub514\uc158<\/a> Docker \ub610\ub294 Kubernetes\uc5d0\uc11c \uc5d0\uc5b4\uac2d \ubc29\uc2dd\uc73c\ub85c \uc2e4\ud589\ub418\ubbc0\ub85c SQL \ud14d\uc2a4\ud2b8\uac00 \ub124\ud2b8\uc6cc\ud06c\ub97c \ubc97\uc5b4\ub098\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ubc30\ud3ec \ud658\uacbd\uc5d0\uc11c\ub294 100\uac1c \uc774\uc0c1\uc758 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ubc31\ub9cc \uac1c \uc774\uc0c1\uc758 \uc5f4\uc744 \ud3ec\ud568\ud558\ub294 \ub300\uaddc\ubaa8 \ud658\uacbd\uc744 \uc77c\uad04 \uc2a4\uce94\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
    \uc194\uc9c1\ud55c \ud55c\uacc4\uc810:<\/strong> SQLFlow\ub294 \ub370\uc774\ud130 \uce74\ud0c8\ub85c\uadf8\uac00 \uc544\ub2d9\ub2c8\ub2e4. \uc6a9\uc5b4\uc9d1, \ub370\uc774\ud130 \ud488\uc9c8 \uc810\uc218 \uacc4\uc0b0, \uc18c\uc720\uad8c \uc6cc\ud06c\ud50c\ub85c \ub4f1\uc758 \uae30\ub2a5\uc774 \uc5c6\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uacbd\uc6b0 \ub0b4\ubcf4\ub0b4\uae30 \uc5b4\ub311\ud130\ub97c \ud1b5\ud574 \uce74\ud0c8\ub85c\uadf8\uc640 \ud568\uaed8 \uc0ac\uc6a9\ud558\uac70\ub098 \uce74\ud14c\uace0\ub9ac 3\uc758 \ud50c\ub7ab\ud3fc\uc744 \uad6c\ub9e4\ud558\uc2ed\uc2dc\uc624. \uac00\uaca9\uc740 \uacf5\uac1c\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ud504\ub9ac\ubbf8\uc5c4\uc740 \uc6d4 $49.99\uc774\uba70, \uc628\ud504\ub808\ubbf8\uc2a4\ub294 \uc6d4 $500 \ub610\ub294 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc720\ud615\ubcc4 \uc77c\ud68c\uc131 \uacb0\uc81c $4,800\uc785\ub2c8\ub2e4. \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \uc6f9\uc0ac\uc774\ud2b8\ub97c \ucc38\uc870\ud558\uc2ed\uc2dc\uc624. \uac00\uaca9 \uc815\ubcf4<\/a>.<\/p>\n\n<\/div><\/div>\n\n\n\n
    \uce74\ud14c\uace0\ub9ac 2: \uc624\ud508 \uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac \ubc0f \ud45c\uc900<\/h2>\n\n\n\n
    2. sqllineage<\/h3>\n\n\n\n
    SQL \ud14d\uc2a4\ud2b8\uc5d0\uc11c \uc18c\uc2a4 \ubc0f \ub300\uc0c1 \ud14c\uc774\ube14\uacfc \ub2e4\uc591\ud55c \uad6c\ubb38 \ud615\ud0dc\uc758 \uc5f4 \uacc4\ubcf4\ub97c \ucd94\ucd9c\ud558\ub294 \uc778\uae30 \uc788\ub294 \uc624\ud508 \uc18c\uc2a4 Python \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \uc124\uce58\uc640 \uc2a4\ud06c\ub9bd\ud2b8 \uc791\uc131\uc774 \uac04\ud3b8\ud558\uba70, Python \uc6cc\ud06c\ud50c\ub85c \ub610\ub294 CI \uac80\uc0ac\uc5d0\uc11c \uac1c\ubcc4 \ucffc\ub9ac\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ud55c \uac00\uc9c0 \uc544\uc26c\uc6b4 \uc810\uc740 \uc81c\ud488\uc774 \uc544\ub2cc \ub77c\uc774\ube0c\ub7ec\ub9ac\ub77c\ub294 \uac83\uc785\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \uc2dc\uac01\ud654, \uc808\ucc28\uc801 \ucf54\ub4dc \uc791\uc131, \uadf8\ub9ac\uace0 \uad6c\ubb38 \uac04 \ucee8\ud14d\uc2a4\ud2b8 \ubd84\uc11d\uc740 \uc9c1\uc811 \uad6c\ucd95\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
    3. sqlglot<\/h3>\n\n\n\n
    \ub2e4\uc591\ud55c \ubc29\uc5b8\uc744 \uc9c0\uc6d0\ud558\uace0 \ub370\uc774\ud130 \uacc4\ubcf4 \ubaa8\ub4c8\uc744 \uac16\ucd98 \ub6f0\uc5b4\ub09c \uc624\ud508 \uc18c\uc2a4 SQL \ud30c\uc11c \ubc0f \ud2b8\ub79c\uc2a4\ud30c\uc77c\ub7ec\uc785\ub2c8\ub2e4. \ud30c\uc774\uc36c\uc73c\ub85c \uc790\uccb4 \ub370\uc774\ud130 \ub3c4\uad6c\ub97c \uad6c\ucd95\ud558\ub294 \uacbd\uc6b0 sqlglot\uc740 \ucd5c\uace0\uc758 \uae30\ubc18 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ucd5c\uc885 \uc0ac\uc6a9\uc790 \ub370\uc774\ud130 \uacc4\ubcf4 \uc194\ub8e8\uc158\uc73c\ub85c \uc0ac\uc6a9\ud558\ub824\uba74 \ud30c\uc774\ud504\ub77c\uc778, \uba54\ud0c0\ub370\uc774\ud130 \ud574\uc11d \ubc0f \uc0ac\uc6a9\uc790 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc9c1\uc811 \uad6c\ucd95\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
    4. \uc624\ud508\ub9ac\ub2c8\uc9c0 + \ub9c8\ub974\ucf00\uc2a4<\/h3>\n\n\n\n
    OpenLineage\ub294 \uc624\ud508 \uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac \uacc4\ubcf4 \uc218\uc9d1 \ud45c\uc900\uc785\ub2c8\ub2e4. \ud30c\uc774\ud504\ub77c\uc778 \ub3c4\uad6c\ub294 \ub7f0\ud0c0\uc784\uc5d0 \uacc4\ubcf4 \uc774\ubca4\ud2b8\ub97c \ubc1c\uc0dd\uc2dc\ud0a4\uace0, Marquez\ub294 \uc774\ub7ec\ud55c \uc774\ubca4\ud2b8\ub97c \uc800\uc7a5\ud558\uace0 \ud45c\uc2dc\ud558\ub294 \ucc38\uc870 \uc11c\ubc84 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. OpenLineage\uc758 \uac15\uc810\uc740 SQL\uc744 \ub118\uc5b4 Spark \uc791\uc5c5, Airflow DAG \ub4f1 \uacc4\uce21\ub41c \ubaa8\ub4e0 \ud56d\ubaa9\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \uacc4\ubcf4 \uc774\ubca4\ud2b8\ub97c \ud558\ub098\uc758 \uadf8\ub798\ud504\ub85c \ud1b5\ud569\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub7f0\ud0c0\uc784 \ucea1\ucc98 \ubc29\uc2dd\uc5d0\ub294 \ubcf8\uc9c8\uc801\uc778 \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc989, \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \ub3d9\uc548 \uc2e4\ud589\ub41c \ub0b4\uc6a9\uc744 \uac01 \ud1b5\ud569 \ub3c4\uad6c\uac00 \ubc1c\uc0dd\uc2dc\ud0a4\ub294 \uc138\ubd80\uc801\uc778 \uc218\uc900\uc73c\ub85c\ub9cc \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uacc4\uce21\ub41c \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\ud130\ub97c \uac70\uce58\uc9c0 \uc54a\ub294 \uc800\uc7a5 \ud504\ub85c\uc2dc\uc800\ub098 \uc784\uc2dc \uc2a4\ud06c\ub9bd\ud2b8\uc758 \ub85c\uc9c1\uc740 \ud45c\uc2dc\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ud30c\uc2f1 \uae30\ubc18 \uacc4\ubcf4\uc640 \ub7f0\ud0c0\uc784 \uae30\ubc18 \uacc4\ubcf4\ub294 \uc11c\ub85c \ubcf4\uc644\uc801\uc778 \uad00\uacc4\uc774\uba70, \ub300\uccb4\uc7ac\uac00 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n\n\n\n
    \uce74\ud14c\uace0\ub9ac 3: \uacc4\ubcf4 \uae30\ub2a5\uc774 \ub0b4\uc7a5\ub41c \uce74\ud0c8\ub85c\uadf8 \ud50c\ub7ab\ud3fc<\/h2>\n\n\n\n
    \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \ub370\uc774\ud130 \uacc4\ubcf4\ub97c \uac80\uc0c9, \uc6a9\uc5b4\uc9d1, \uc18c\uc720\uad8c, \uac70\ubc84\ub10c\uc2a4 \uc6cc\ud06c\ud50c\ub85c\uc640 \uac19\uc740 \uad11\ubc94\uc704\ud55c \uba54\ud0c0\ub370\uc774\ud130 \uc81c\ud488\uc758 \ud575\uc2ec \uc694\uc18c \uc911 \ud558\ub098\ub85c \ucde8\uae09\ud569\ub2c8\ub2e4. \ud504\ub85c\uc81d\ud2b8 \ubaa9\ud45c\uac00 "\ud68c\uc0ac \uc804\uccb4\uc5d0 \ub370\uc774\ud130 \uc9c0\ub3c4\ub97c \uc81c\uacf5\ud558\ub294 \uac83"\uc774\ub77c\uba74 \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc2dc\uc791\ud558\uc138\uc694. \ud558\uc9c0\ub9cc "4,000\uac1c\uc758 \uc800\uc7a5 \ud504\ub85c\uc2dc\uc800\ub97c \ud1b5\ud574 \ud2b9\uc815 \uc5f4\uc744 \ucd94\uc801\ud558\ub294 \uac83"\uc774\ub77c\uba74, \ub370\uc774\ud130 \uacc4\ubcf4 \ucd94\uc801 \uae4a\uc774\ub294 \ucee4\ub125\ud130\ub9c8\ub2e4 \ub2e4\ub974\ubbc0\ub85c \uacc4\uc57d \uc804\uc5d0 \uc790\uccb4 \ucf54\ub4dc\ub85c \ud14c\uc2a4\ud2b8\ud574 \ubcf4\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
    5. \ub370\uc774\ud130\ud5c8\ube0c<\/h3>\n\n\n\n
    LinkedIn\uc5d0\uc11c \uac1c\ubc1c\ub41c \uc624\ud508 \uc18c\uc2a4 \uba54\ud0c0\ub370\uc774\ud130 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \ub300\uaddc\ubaa8 \ucee4\ubba4\ub2c8\ud2f0\uc640 \uad00\ub9ac\ud615 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. SQLFlow\uc758 \ub370\uc774\ud130 \uc218\uc9d1 \ud504\ub808\uc784\uc6cc\ud06c\ub294 \ub2e4\uc591\ud55c \uc18c\uc2a4\ub97c \uc9c0\uc6d0\ud558\uba70, \ub9ce\uc740 \uc18c\uc2a4\uc5d0 \ub300\ud574 \uc5f4 \uc218\uc900\uc758 \ub370\uc774\ud130 \uacc4\ubcf4 \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub294 \uc790\uccb4 \uce74\ud0c8\ub85c\uadf8\ub97c \ud638\uc2a4\ud305\ud558\ub824\ub294 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc8fc\ub3c4 \ud300\uc5d0\uac8c \uac15\ub825\ud55c \uae30\ubcf8 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. SQLFlow\ub294 DataHub \ub0b4\ubcf4\ub0b4\uae30 \uc5b4\ub311\ud130\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c, \uc2ec\uce35\uc801\uc73c\ub85c \ubd84\uc11d\ub41c \ub370\uc774\ud130 \uacc4\ubcf4 \uc815\ubcf4\ub97c DataHub \uadf8\ub798\ud504\uc5d0 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n
    6. \uc624\ud508\uba54\ud0c0\ub370\uc774\ud130<\/h3>\n\n\n\n
    \uae54\ub054\ud558\uace0 \ud1b5\ud569\ub41c \uba54\ud0c0\ub370\uc774\ud130 \ubaa8\ub378, \ube60\ub978 \ub9b4\ub9ac\uc2a4 \uc8fc\uae30, \ud575\uc2ec \uae30\ub2a5 \uc911 \ud558\ub098\uc778 \uacc4\ubcf4 \ucd94\uc801 \uae30\ub2a5\uc744 \uac16\ucd98 \uc624\ud508 \uc18c\uc2a4 \uce74\ud0c8\ub85c\uadf8\uc785\ub2c8\ub2e4. \uc790\uccb4 \ud638\uc2a4\ud305\uc774 \uac00\ub2a5\ud558\uba70 \uad00\ub9ac\ud615 \uc635\uc158\ub3c4 \uc81c\uacf5\ud558\uc5ec \uac1c\ubc29\ud615 \ud50c\ub7ab\ud3fc\uc744 \uc6d0\ud558\ub294 \ud300\uc5d0\uc11c \uc790\uc8fc \ucd5c\uc885 \ud6c4\ubcf4\ub85c \uace0\ub824\ub429\ub2c8\ub2e4. SQLFlow\ub294 OpenMetadata\ub85c \ub0b4\ubcf4\ub0b4\uae30 \uae30\ub2a5\ub3c4 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n
    7. \uc544\ud2c0\ub780<\/h3>\n\n\n\n
    \uc138\ub828\ub41c \ud611\uc5c5 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uacfc \ucd5c\uc2e0 \ub370\uc774\ud130 \uc2a4\ud0dd \uc804\ubc18\uc5d0 \uac78\uce5c \uac15\ub825\ud55c \ud1b5\ud569 \uae30\ub2a5\uc744 \uc790\ub791\ud558\ub294 \uc0c1\uc6a9 SaaS "\uc561\ud2f0\ube0c \uba54\ud0c0\ub370\uc774\ud130" \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \ubd84\uc11d\uac00, \uc5d4\uc9c0\ub2c8\uc5b4 \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc0ac\uc6a9\uc790\uac00 \uba54\ud0c0\ub370\uc774\ud130\ub97c \uacf5\uc720 \uc791\uc5c5 \uacf5\uac04\uc73c\ub85c \ud65c\uc6a9\ud558\uae30 \uc704\ud574 \ud300\uc5d0\uc11c \uc120\ud0dd\ud569\ub2c8\ub2e4. \uac00\uaca9: \uc601\uc5c5\ud300\uc5d0 \ubb38\uc758\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n
    8. \uc138\ucf54\ub2e4<\/h3>\n\n\n\n
    \ube60\ub978 \uc124\uc815, \uac80\uc0c9, \uadf8\ub9ac\uace0 \uba54\ud0c0\ub370\uc774\ud130\uc5d0 \ub300\ud55c AI \uae30\ubc18 \ub2f5\ubcc0\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 \uc0c1\uc6a9 \ub370\uc774\ud130 \uce74\ud0c8\ub85c\uadf8\uc785\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \uad6c\ucd95 \uc5c6\uc774 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uad00\ub9ac\uac00 \ud544\uc694\ud55c \uc18c\uaddc\ubaa8 \ub370\uc774\ud130 \ud300\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uacc4\ubcf4 \uad00\ub9ac \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uac00\uaca9 \ubb38\uc758\ub294 \uc601\uc5c5\ud300\uc73c\ub85c \uc5f0\ub77d\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n
    9. \ucf5c\ub9ac\ube0c\ub77c<\/h3>\n\n\n\n
    \ud655\ub9bd\ub41c \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4 \uc81c\ud488\uad70: \ub300\uaddc\ubaa8 \uc870\uc9c1 \uaddc\ubaa8\uc758 \uc815\ucc45 \uad00\ub9ac, \uad00\ub9ac \uc6cc\ud06c\ud50c\ub85c \ubc0f \uac70\ubc84\ub10c\uc2a4 \ud504\ub85c\uc138\uc2a4, \uadf8\ub9ac\uace0 \uc774\ub7ec\ud55c \uc0ac\uc6a9 \uc0ac\ub840\ub97c \uc9c0\uc6d0\ud558\ub294 \ub370\uc774\ud130 \uacc4\ubcf4 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc9c0\uc815\ub41c \uad00\ub9ac\uc790\uc640 \uc2b9\uc778 \uc808\ucc28\ub97c \uac16\ucd98 \uacf5\uc2dd\uc801\uc778 \uac70\ubc84\ub10c\uc2a4 \ud504\ub85c\uadf8\ub7a8\uc774 \ud544\uc694\ud558\ub2e4\uba74, Collibra\ub294 \ubc14\ub85c \uadf8\ub7ec\ud55c \ubaa9\uc801\uc5d0 \ub9de\ucdb0 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uac00\uaca9: \uc601\uc5c5\ud300\uc5d0 \ubb38\uc758\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n
    10. \uc54c\ub808\uc774\uc158<\/h3>\n\n\n\n
    \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130 \uce74\ud0c8\ub85c\uadf8 \ubd84\uc57c\uc758 \uc120\uad6c\uc790\ub85c\uc11c, \uac80\uc0c9, \ubb38\uc11c\ud654 \uae30\ub2a5\uc774 \ub6f0\uc5b4\ub098\uba70 \ubd84\uc11d\uac00\uac00 \ub370\uc774\ud130\ub97c \uc27d\uac8c \ucc3e\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uce74\ud0c8\ub85c\uadf8 \uacbd\ud5d8\uc758 \uc77c\ubd80\ub85c \ub370\uc774\ud130 \uacc4\ubcf4\ub3c4 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubd84\uc11d\uac00 \uc5ed\ub7c9 \uac15\ud654\uac00 \uc694\uad6c \uc0ac\ud56d\uc758 \ud575\uc2ec\uc778 \uacbd\uc6b0\uc5d0 \ub110\ub9ac \uc120\ud0dd\ub418\ub294 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uac00\uaca9: \uc601\uc5c5\ud300\uc5d0 \ubb38\uc758\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n
    \ube44\uad50\ud45c<\/h2>\n\n\n\n
    \n
    \ub3c4\uad6c<\/th>\uc811\uadfc\ud558\ub2e4<\/th>\uceec\ub7fc \ub808\ubca8<\/th>\uc800\uc7a5 \ud504\ub85c\uc2dc\uc800<\/th>\uc804\uac1c<\/th>\uac00\uaca9 \ubaa8\ub378<\/th><\/tr><\/thead>
    Gudu SQLFlow<\/td>SQL \uad6c\ubb38 \ubd84\uc11d(39\uac1c \ubc29\uc5b8 \uad6c\ubb38 \ubd84\uc11d\uae30)<\/td>\ub124, \uac04\uc811 \ud608\ud1b5\ub3c4 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/td>\uc608, PL\/SQL \ubc0f T-SQL(\ub3d9\uc801 SQL \ubc0f \ud638\ucd9c \uadf8\ub798\ud504 \ud3ec\ud568)\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/td>\ud074\ub77c\uc6b0\ub4dc, \uc628\ud504\ub808\ubbf8\uc2a4\/\uc5d0\uc5b4\uac2d, API, \uc784\ubca0\ub354\ube14 \uc704\uc82f<\/td>\ubb34\ub8cc \ud2f0\uc5b4; \ud074\ub77c\uc6b0\ub4dc\uc6a9 TP3T 49.99\ub2ec\ub7ec\/\uc6d4; \uc628\ud504\ub808\ubbf8\uc2a4\uc6a9 TP3T 500\ub2ec\ub7ec\/\uc6d4 \ub610\ub294 DB \uc720\ud615\ubcc4 TP3T 4,800\ub2ec\ub7ec(\uc77c\ud68c\uc131)<\/td><\/tr>\n
    sqllineage<\/td>SQL \uad6c\ubb38 \ubd84\uc11d(\ud30c\uc774\uc36c \ub77c\uc774\ube0c\ub7ec\ub9ac)<\/td>\ub124, \ub9ce\uc740 \ubb38\uc7a5 \uc720\ud615\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4.<\/td>\ucd08\uc810\uc774 \uc544\ub2d9\ub2c8\ub2e4<\/td>\uc790\uccb4 \ud638\uc2a4\ud305 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/td>\uc624\ud508 \uc18c\uc2a4<\/td><\/tr>\n
    sqlglot<\/td>SQL \uad6c\ubb38 \ubd84\uc11d(\ud30c\uc774\uc36c \ub77c\uc774\ube0c\ub7ec\ub9ac)<\/td>\uacc4\ubcf4 \ubaa8\ub4c8\uc744 \ud1b5\ud574<\/td>\ucd08\uc810\uc774 \uc544\ub2d9\ub2c8\ub2e4<\/td>\uc790\uccb4 \ud638\uc2a4\ud305 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/td>\uc624\ud508 \uc18c\uc2a4<\/td><\/tr>\n
    \uc624\ud508\ub9ac\ub2c8\uc9c0 + \ub9c8\ub974\ucf00\uc2a4<\/td>\ub7f0\ud0c0\uc784 \uc774\ubca4\ud2b8 \ucea1\ucc98<\/td>\ubc29\ucd9c \ud1b5\ud569\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4<\/td>\uacc4\uce21 \uc7a5\ube44 \uc5c6\uc774\ub294 \ubcfc \uc218 \uc5c6\uc74c<\/td>\uc790\uccb4 \ud638\uc2a4\ud305<\/td>\uc624\ud508 \uc18c\uc2a4<\/td><\/tr>\n
    \ub370\uc774\ud130 \ud5c8\ube0c<\/td>\ucee4\ub125\ud130 \uae30\ubc18 \uacc4\ubcf4\ub97c \uc0ac\uc6a9\ud558\ub294 \uce74\ud0c8\ub85c\uadf8<\/td>\ub9ce\uc740 \ucd9c\ucc98\uc758 \uacbd\uc6b0<\/td>\ucee4\ub125\ud130\ubcc4\ub85c \ud655\uc778\ud558\uc2ed\uc2dc\uc624.<\/td>\uc790\uccb4 \ud638\uc2a4\ud305 \ub610\ub294 \uad00\ub9ac\ud615 \ud074\ub77c\uc6b0\ub4dc<\/td>\uc624\ud508 \uc18c\uc2a4; \ud074\ub77c\uc6b0\ub4dc: \uc601\uc5c5\ud300\uc5d0 \ubb38\uc758\ud558\uc138\uc694<\/td><\/tr>\n
    \uc624\ud508\uba54\ud0c0\ub370\uc774\ud130<\/td>\ucee4\ub125\ud130 \uae30\ubc18 \uacc4\ubcf4\ub97c \uc0ac\uc6a9\ud558\ub294 \uce74\ud0c8\ub85c\uadf8<\/td>\ub9ce\uc740 \ucd9c\ucc98\uc758 \uacbd\uc6b0<\/td>\ucee4\ub125\ud130\ubcc4\ub85c \ud655\uc778\ud558\uc2ed\uc2dc\uc624.<\/td>\uc790\uccb4 \ud638\uc2a4\ud305 \ub610\ub294 \uad00\ub9ac\ud615 \ud074\ub77c\uc6b0\ub4dc<\/td>\uc624\ud508 \uc18c\uc2a4; \ud074\ub77c\uc6b0\ub4dc: \uc601\uc5c5\ud300\uc5d0 \ubb38\uc758\ud558\uc138\uc694<\/td><\/tr>\n
    \uc544\ud2c0\ub780<\/td>\uce74\ud0c8\ub85c\uadf8\/\uc561\ud2f0\ube0c \uba54\ud0c0\ub370\uc774\ud130 \ud50c\ub7ab\ud3fc<\/td>\uc9c0\uc6d0\ub418\ub294 \uc18c\uc2a4\uc758 \uacbd\uc6b0<\/td>\ucee4\ub125\ud130\ubcc4\ub85c \ud655\uc778\ud558\uc2ed\uc2dc\uc624.<\/td>SaaS<\/td>\uc601\uc5c5 \ub2f4\ub2f9\uc790\uc5d0\uac8c \ubb38\uc758\ud558\uc138\uc694.<\/td><\/tr>\n
    \uc138\ucf54\ub2e4<\/td>AI \uac80\uc0c9 \uae30\ub2a5\uc774 \uc788\ub294 \uce74\ud0c8\ub85c\uadf8<\/td>\uc9c0\uc6d0\ub418\ub294 \uc18c\uc2a4\uc758 \uacbd\uc6b0<\/td>\ucee4\ub125\ud130\ubcc4\ub85c \ud655\uc778\ud558\uc2ed\uc2dc\uc624.<\/td>SaaS<\/td>\uc601\uc5c5 \ub2f4\ub2f9\uc790\uc5d0\uac8c \ubb38\uc758\ud558\uc138\uc694.<\/td><\/tr>\n
    \ucf5c\ub9ac\ube0c\ub77c<\/td>\uacc4\ubcf4 \uae30\ub2a5\uc744 \uac16\ucd98 \uac70\ubc84\ub10c\uc2a4 \uc2a4\uc704\ud2b8<\/td>\uc9c0\uc6d0\ub418\ub294 \uc18c\uc2a4\uc758 \uacbd\uc6b0<\/td>\ucee4\ub125\ud130\ubcc4\ub85c \ud655\uc778\ud558\uc2ed\uc2dc\uc624.<\/td>\uad6c\ub984<\/td>\uc601\uc5c5 \ub2f4\ub2f9\uc790\uc5d0\uac8c \ubb38\uc758\ud558\uc138\uc694.<\/td><\/tr>\n
    \uc54c\ub808\uc774\uc158<\/td>\uacc4\ubcf4\ub97c \ud3ec\ud568\ud55c \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uce74\ud0c8\ub85c\uadf8<\/td>\uc9c0\uc6d0\ub418\ub294 \uc18c\uc2a4\uc758 \uacbd\uc6b0<\/td>\ucee4\ub125\ud130\ubcc4\ub85c \ud655\uc778\ud558\uc2ed\uc2dc\uc624.<\/td>\uad6c\ub984<\/td>\uc601\uc5c5 \ub2f4\ub2f9\uc790\uc5d0\uac8c \ubb38\uc758\ud558\uc138\uc694.<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n
    "\ucee4\ub125\ud130\ubcc4 \uac80\uc99d"\uc740 \ud551\uacc4\uac00 \uc544\ub2c8\ub77c \uc194\uc9c1\ud55c \ub2f5\ubcc0\uc785\ub2c8\ub2e4. \uce74\ud0c8\ub85c\uadf8 \ud50c\ub7ab\ud3fc\uc740 \uc18c\uc2a4 \uc2dc\uc2a4\ud15c\ubcc4\ub85c \uacc4\ubcf4\ub97c \ud30c\uc545\ud558\uba70, \uc808\ucc28\uc801 \ucf54\ub4dc \ucee4\ubc84\ub9ac\uc9c0\ub294 \ucee4\ub125\ud130\uc640 \ubc84\uc804\uc5d0 \ub530\ub77c \uc2e4\uc81c\ub85c \ub2e4\ub985\ub2c8\ub2e4. \uc5b4\ub5a4 \ubca4\ub354\uc758 \uccb4\ud06c\ubc15\uc2a4\ub4e0, \uc800\ud76c \ubca4\ub354\uc758 \uccb4\ud06c\ubc15\uc2a4\ub4e0 \uac04\uc5d0, \uadf8\ub300\ub85c \ubbff\uae30 \uc804\uc5d0 \uc9c1\uc811 \uc808\ucc28\ub97c \uc2e4\ud589\ud574 \ubcf4\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n
    \n\n
    \uad6c\ubb38 \ubd84\uc11d \uc811\uadfc \ubc29\uc2dd\uc744 \uc2dc\ud5d8\ud574 \ubcf4\uc138\uc694<\/h2>\n\n\n
    \uac00\uc7a5 \ubcf5\uc7a1\ud55c \uc800\uc7a5 \ud504\ub85c\uc2dc\uc800\ub97c \ubb34\ub8cc \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e4\ud589\ud558\uace0 \uc5f4 \uc218\uc900 \uadf8\ub798\ud504\ub97c \ud655\uc778\ud574 \ubcf4\uc138\uc694.<\/p>\n\n\n
    \n
    SQLFlow\ub97c \ubb34\ub8cc\ub85c \uc0ac\uc6a9\ud574 \ubcf4\uc138\uc694.<\/a><\/div>\n\n\n
    \uacc4\ubcf4 \ub3c4\uad6c\ub97c \ucc38\uc870\ud558\uc138\uc694.<\/a><\/div>\n<\/div>\n\n<\/div><\/div>\n\n\n\n
    \uc5b4\ub5a4 \ub370\uc774\ud130 \uacc4\ubcf4 \ub3c4\uad6c\ub97c \uc120\ud0dd\ud574\uc57c \ud560\uae4c\uc694?<\/h2>\n\n\n\n