by 구루비스터디 RANK DENSE_RANK ROW_NUMBER FIRST_VALUE LAST_VALUE LAG LEAD OVER 윈도우 함수 [2013.09.01]
구분 | 종류 | 종류 |
---|---|---|
순위(RANK) 관련 | RANK, DENSE_RANK, ROW_NUMBER | 대부분 지원 |
집계(AGGREGATE) 관련 | SUM, MAX, MIN, AVG, COUNT | SQL Server 경우 Over절 내 Orderby 지원 못함 |
순서 관련 함수 | FIRST_VALUE, LAST_VALUE, LAG, LEAD | ORACLE 만 지원 |
그룹 내 비율 관련 함수 | CUME_DIST, PERCENT_RANK, NTILE, RATIO_TO_REPORT | PERCENT_RANK 함수는 ANSI/ISO SQL 표준과 Oracle DBMS에서 지원하고 있으며, NTILE 함수는 ANSI/ISO SQL 표준에는 없지만, Oracle, SQL Server에서 지원하고 있다. RATIO_TO_REPORT 함수는 Oracle에서만 지원되는 함수(현업에서 유용). |
선형분석을 포함한 통계분석 함수 | CORR, COVAR_POP, COVAR_SAMP, STDDEV, STDDEV_POP, STDDEV_SAMP, VARIANCE, VAR_POP, VAR_SAMP, REGR_(LINEAR REGRESSION), REGR_SLOPE, REGR_INTERCEPT, REGR_COUNT, REGR_R2, REGR_AVGX, REGR_AVGY, REGR_SXX, REGR_SYY, REGR_SXY | 특화되어있으므로 생략 |
WINDOW FUNCTION SYNTAX
SELECT WINDOW_FUNCTION (ARGUMENTS) OVER ( [PARTITION BY 칼럼]] [ORDER BY 절] [WINDOWING 절] )
FROM 테이블 명;
BETWEEN 사용 타입
ROWS | RANGE BETWEEN UNBOUNDED PRECEDING | CURRENT ROW | VALUE_EXPR PRECEDING/FOLLOWING AND UNBOUNDED FOLLOWING | CURRENT ROW | VALUE_EXPR PRECEDING/FOLLOWING
BETWEEN 미사용 타입
ROWS | RANGE UNBOUNDED PRECEDING | CURRENT ROW | VALUE_EXPR PRECEDING
SELECT JOB, ENAME, SAL,
RANK( ) OVER (ORDER BY SAL DESC) ALL_RANK,
RANK( ) OVER (PARTITION BY JOB ORDER BY SAL DESC) JOB_RANK
FROM EMP;
JOB ENAME SAL ALL_RANK JOB_RANK
--------- ---------- ---------- ---------- ----------
PRESIDENT KING 5000 1 1
ANALYST FORD 3000 2 1
ANALYST SCOTT 3000 2 1
MANAGER JONES 2975 4 1
MANAGER BLAKE 2850 5 2
MANAGER CLARK 2450 6 3
SALESMAN ALLEN 1600 7 1
SALESMAN TURNER 1500 8 2
CLERK MILLER 1300 9 1
SALESMAN WARD 1250 10 3
SALESMAN MARTIN 1250 10 3
CLERK ADAMS 1100 12 2
CLERK JAMES 950 13 3
CLERK SMITH 800 14 4
14 rows selected.
------------------------------------------------------------------------------------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time |
------------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | 14 | 364 | 5 (40)| 00:00:01 |
| 1 | WINDOW SORT | | 14 | 364 | 5 (40)| 00:00:01 |
| 2 | WINDOW SORT | | 14 | 364 | 5 (40)| 00:00:01 |
| 3 | TABLE ACCESS STORAGE FULL| EMP | 14 | 364 | 3 (0)| 00:00:01 |
------------------------------------------------------------------------------------
SELECT JOB, ENAME, SAL,
RANK() OVER (PARTITION BY JOB ORDER BY SAL DESC) JOB_RANK
FROM EMP;
JOB ENAME SAL JOB_RANK
--------- ---------- ---------- ----------
ANALYST FORD 3000 1
ANALYST SCOTT 3000 1
CLERK MILLER 1300 1
CLERK ADAMS 1100 2
CLERK JAMES 950 3
CLERK SMITH 800 4
MANAGER JONES 2975 1
MANAGER BLAKE 2850 2
MANAGER CLARK 2450 3
PRESIDENT KING 5000 1
SALESMAN ALLEN 1600 1
SALESMAN TURNER 1500 2
SALESMAN MARTIN 1250 3
SALESMAN WARD 1250 3
14 rows selected.
SELECT JOB, ENAME, SAL
, RANK( ) OVER (ORDER BY SAL DESC) RANK
, DENSE_RANK( ) OVER (ORDER BY SAL DESC) DENSE_RANK
FROM EMP;
JOB ENAME SAL RANK DENSE_RANK
--------- ---------- ---------- ---------- ----------
PRESIDENT KING 5000 1 1
ANALYST FORD 3000 2 2
ANALYST SCOTT 3000 2 2
MANAGER JONES 2975 4 3
MANAGER BLAKE 2850 5 4
MANAGER CLARK 2450 6 5
SALESMAN ALLEN 1600 7 6
SALESMAN TURNER 1500 8 7
CLERK MILLER 1300 9 8
SALESMAN WARD 1250 10 9
SALESMAN MARTIN 1250 10 9
CLERK ADAMS 1100 12 10
CLERK JAMES 950 13 11
CLERK SMITH 800 14 12
14 rows selected.
SELECT JOB, ENAME, SAL
, RANK( ) OVER (ORDER BY SAL DESC) RANK
, ROW_NUMBER() OVER (ORDER BY SAL DESC) ROW_NUMBER
FROM EMP;
JOB ENAME SAL RANK ROW_NUMBER
--------- ---------- ---------- ---------- ----------
PRESIDENT KING 5000 1 1
ANALYST FORD 3000 2 2
ANALYST SCOTT 3000 2 3
MANAGER JONES 2975 4 4
MANAGER BLAKE 2850 5 5
MANAGER CLARK 2450 6 6
SALESMAN ALLEN 1600 7 7
SALESMAN TURNER 1500 8 8
CLERK MILLER 1300 9 9
SALESMAN WARD 1250 10 10
SALESMAN MARTIN 1250 10 11
CLERK ADAMS 1100 12 12
CLERK JAMES 950 13 13
CLERK SMITH 800 14 14
14 rows selected.
SELECT MGR, ENAME, SAL
, SUM(SAL) OVER (PARTITION BY MGR) MGR_SUM
FROM EMP;
MGR ENAME SAL MGR_SUM
---------- ---------- ---------- ----------
7566 FORD 3000 6000
7566 SCOTT 3000 6000
7698 JAMES 950 6550
7698 ALLEN 1600 6550
7698 WARD 1250 6550
7698 TURNER 1500 6550
7698 MARTIN 1250 6550
7782 MILLER 1300 1300
7788 ADAMS 1100 1100
7839 BLAKE 2850 8275
7839 JONES 2975 8275
7839 CLARK 2450 8275
7902 SMITH 800 800
KING 5000 5000
14 rows selected.
SELECT MGR, ENAME, SAL
, SUM(SAL) OVER (PARTITION BY MGR ORDER BY SAL RANGE UNBOUNDED PRECEDING) as MGR_SUM
FROM EMP;
MGR ENAME SAL MGR_SUM
---------- ---------- ---------- ----------
7566 SCOTT 3000 6000
7566 FORD 3000 6000
7698 JAMES 950 950
7698 WARD 1250 3450
7698 MARTIN 1250 3450
7698 TURNER 1500 4950
7698 ALLEN 1600 6550
7782 MILLER 1300 1300
7788 ADAMS 1100 1100
7839 CLARK 2450 2450
7839 BLAKE 2850 5300
7839 JONES 2975 8275
7902 SMITH 800 800
KING 5000 5000
14 rows selected.
(SQL Server의 경우 집계 함수의 경우 OVER 절 내의 ORDER BY 절을 지원하지 않는다.)
SELECT MGR, ENAME, SAL
, MAX(SAL) OVER (PARTITION BY MGR) as MGR_MAX
FROM EMP;
MGR ENAME SAL MGR_MAX
---------- ---------- ---------- ----------
7566 FORD 3000 3000
7566 SCOTT 3000 3000
7698 JAMES 950 1600
7698 ALLEN 1600 1600
7698 WARD 1250 1600
7698 TURNER 1500 1600
7698 MARTIN 1250 1600
7782 MILLER 1300 1300
7788 ADAMS 1100 1100
7839 BLAKE 2850 2975
7839 JONES 2975 2975
7839 CLARK 2450 2975
7902 SMITH 800 800
KING 5000 5000
14 rows selected.
SELECT MGR, ENAME, SAL
FROM
( SELECT MGR, ENAME, SAL
, MAX(SAL) OVER (PARTITION BY MGR) as IV_MAX_SAL
FROM EMP
)
WHERE SAL = IV_MAX_SAL ;
MGR ENAME SAL
---------- ---------- ----------
7566 FORD 3000
7566 SCOTT 3000
7698 ALLEN 1600
7782 MILLER 1300
7788 ADAMS 1100
7839 JONES 2975
7902 SMITH 800
KING 5000
8 rows selected.
SELECT MGR, ENAME, HIREDATE, SAL
, MIN(SAL) OVER(PARTITION BY MGR ORDER BY HIREDATE) as MGR_MIN
FROM EMP;
MGR ENAME HIREDATE SAL MGR_MIN
---------- ---------- --------- ---------- ----------
7566 FORD 03-DEC-81 3000 3000
7566 SCOTT 09-DEC-82 3000 3000
7698 ALLEN 20-FEB-81 1600 1600
7698 WARD 22-FEB-81 1250 1250
7698 TURNER 08-SEP-81 1500 1250
7698 MARTIN 28-SEP-81 1250 1250
7698 JAMES 03-DEC-81 950 950
7782 MILLER 23-JAN-82 1300 1300
7788 ADAMS 12-JAN-83 1100 1100
7839 JONES 02-APR-81 2975 2975
7839 BLAKE 01-MAY-81 2850 2850
7839 CLARK 09-JUN-81 2450 2450
7902 SMITH 17-DEC-80 800 800
KING 17-NOV-81 5000 5000
14 rows selected.
SELECT MGR, ENAME, HIREDATE, SAL
, ROUND (AVG(SAL) OVER (PARTITION BY MGR ORDER BY HIREDATE ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING)) as MGR_AVG
FROM EMP;
MGR ENAME HIREDATE SAL MGR_AVG
---------- ---------- --------- ---------- ----------
7566 FORD 03-DEC-81 3000 3000
7566 SCOTT 09-DEC-82 3000 3000
7698 ALLEN 20-FEB-81 1600 1425
7698 WARD 22-FEB-81 1250 1450
7698 TURNER 08-SEP-81 1500 1333
7698 MARTIN 28-SEP-81 1250 1233
7698 JAMES 03-DEC-81 950 1100
7782 MILLER 23-JAN-82 1300 1300
7788 ADAMS 12-JAN-83 1100 1100
7839 JONES 02-APR-81 2975 2913
7839 BLAKE 01-MAY-81 2850 2758
7839 CLARK 09-JUN-81 2450 2650
7902 SMITH 17-DEC-80 800 800
KING 17-NOV-81 5000 5000
SELECT ENAME, SAL
, COUNT(*) OVER (ORDER BY SAL RANGE BETWEEN 50 PRECEDING AND 150 FOLLOWING) as SIM_CNT
FROM EMP;
ENAME SAL SIM_CNT
---------- ---------- ----------
SMITH 800 2
JAMES 950 2
ADAMS 1100 3
WARD 1250 3
MARTIN 1250 3
MILLER 1300 3
TURNER 1500 2
ALLEN 1600 1
CLARK 2450 1
BLAKE 2850 4
JONES 2975 3
SCOTT 3000 3
FORD 3000 3
KING 5000 1
14 rows selected.
SELECT DEPTNO, ENAME, SAL
, FIRST_VALUE(ENAME) OVER (PARTITION BY DEPTNO ORDER BY SAL DESC ROWS UNBOUNDED PRECEDING) as DEPT_RICH
FROM EMP;
DEPTNO ENAME SAL DEPT_RICH
---------- ---------- ---------- ----------
10 KING 5000 KING
10 CLARK 2450 KING
10 MILLER 1300 KING
20 SCOTT 3000 SCOTT
20 FORD 3000 SCOTT
20 JONES 2975 SCOTT
20 ADAMS 1100 SCOTT
20 SMITH 800 SCOTT
30 BLAKE 2850 BLAKE
30 ALLEN 1600 BLAKE
30 TURNER 1500 BLAKE
30 MARTIN 1250 BLAKE
30 WARD 1250 BLAKE
30 JAMES 950 BLAKE
14 rows selected.
SELECT DEPTNO, ENAME, SAL
, FIRST_VALUE(ENAME) OVER (PARTITION BY DEPTNO ORDER BY SAL DESC, ENAME ASC ROWS UNBOUNDED PRECEDING) as RICH_EMP
FROM EMP;
DEPTNO ENAME SAL RICH_EMP
---------- ---------- ---------- ----------
10 KING 5000 KING
10 CLARK 2450 KING
10 MILLER 1300 KING
20 FORD 3000 FORD
20 SCOTT 3000 FORD
20 JONES 2975 FORD
20 ADAMS 1100 FORD
20 SMITH 800 FORD
30 BLAKE 2850 BLAKE
30 ALLEN 1600 BLAKE
30 TURNER 1500 BLAKE
30 MARTIN 1250 BLAKE
30 WARD 1250 BLAKE
30 JAMES 950 BLAKE
14 rows selected.
SELECT DEPTNO, ENAME, SAL
, LAST_VALUE(ENAME) OVER ( PARTITION BY DEPTNO ORDER BY SAL DESC ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) as DEPT_POOR
FROM EMP;
DEPTNO ENAME SAL DEPT_POOR
---------- ---------- ---------- ----------
10 KING 5000 MILLER
10 CLARK 2450 MILLER
10 MILLER 1300 MILLER
20 SCOTT 3000 SMITH
20 FORD 3000 SMITH
20 JONES 2975 SMITH
20 ADAMS 1100 SMITH
20 SMITH 800 SMITH
30 BLAKE 2850 JAMES
30 ALLEN 1600 JAMES
30 TURNER 1500 JAMES
30 MARTIN 1250 JAMES
30 WARD 1250 JAMES
30 JAMES 950 JAMES
14 rows selected.
직원들을 입사일자가 빠른 기준으로 정렬을 하고, 본인보다 입사일자가 한 명 앞선 사원의 급여를 본인의 급여와 함께 출력한다.
SELECT ENAME, HIREDATE, SAL
, LAG(SAL) OVER (ORDER BY HIREDATE) as PREV_SAL
FROM EMP
WHERE JOB = 'SALESMAN';
ENAME HIREDATE SAL PREV_SAL
---------- --------- ---------- ----------
ALLEN 20-FEB-81 1600
WARD 22-FEB-81 1250 1600
TURNER 08-SEP-81 1500 1250
MARTIN 28-SEP-81 1250 1500
SELECT ENAME, HIREDATE, SAL
, LAG(SAL, 2, 0) OVER (ORDER BY HIREDATE) as PREV_SAL
FROM EMP
WHERE JOB = 'SALESMAN' ;
ENAME HIREDATE SAL PREV_SAL
---------- --------- ---------- ----------
ALLEN 20-FEB-81 1600 0
WARD 22-FEB-81 1250 0
TURNER 08-SEP-81 1500 1600
MARTIN 28-SEP-81 1250 1250
SELECT ENAME, HIREDATE
, LEAD(HIREDATE, 1) OVER (ORDER BY HIREDATE) as "NEXTHIRED"
FROM EMP;
ENAME HIREDATE NEXTHIRED
---------- --------- ---------
SMITH 17-DEC-80 20-FEB-81
ALLEN 20-FEB-81 22-FEB-81
WARD 22-FEB-81 02-APR-81
JONES 02-APR-81 01-MAY-81
BLAKE 01-MAY-81 09-JUN-81
CLARK 09-JUN-81 08-SEP-81
TURNER 08-SEP-81 28-SEP-81
MARTIN 28-SEP-81 17-NOV-81
KING 17-NOV-81 03-DEC-81
JAMES 03-DEC-81 03-DEC-81
FORD 03-DEC-81 23-JAN-82
MILLER 23-JAN-82 09-DEC-82
SCOTT 09-DEC-82 12-JAN-83
ADAMS 12-JAN-83
14 rows selected.
예제) JOB이 SALESMAN인 사원들을 대상으로 전체 급여에서 본인이 차지하는 비율을 출력한다.
SELECT ENAME, SAL
, ROUND(RATIO_TO_REPORT(SAL) OVER (), 2) as R_R
FROM EMP
WHERE JOB = 'SALESMAN';
ENAME SAL R_R
---------- ---------- ----------
ALLEN 1600 .29
WARD 1250 .22
MARTIN 1250 .22
TURNER 1500 .27
SELECT DEPTNO, ENAME, SAL
, PERCENT_RANK() OVER (PARTITION BY DEPTNO ORDER BY SAL DESC) as P_R
FROM EMP;
DEPTNO ENAME SAL P_R
---------- ---------- ---------- ----------
10 KING 5000 0
10 CLARK 2450 .5
10 MILLER 1300 1
20 SCOTT 3000 0
20 FORD 3000 0
20 JONES 2975 .5
20 ADAMS 1100 .75
20 SMITH 800 1
30 BLAKE 2850 0
30 ALLEN 1600 .2
30 TURNER 1500 .4
30 MARTIN 1250 .6
30 WARD 1250 .6
30 JAMES 950 1
14 rows selected.
SELECT DEPTNO, ENAME, SAL
, CUME_DIST() OVER (PARTITION BY DEPTNO ORDER BY SAL DESC) as CUME_DIST
FROM EMP;
DEPTNO ENAME SAL CUME_DIST
---------- ---------- ---------- ----------
10 KING 5000 .333333333
10 CLARK 2450 .666666667
10 MILLER 1300 1
20 SCOTT 3000 .4
20 FORD 3000 .4
20 JONES 2975 .6
20 ADAMS 1100 .8
20 SMITH 800 1
30 BLAKE 2850 .166666667
30 ALLEN 1600 .333333333
30 TURNER 1500 .5
30 MARTIN 1250 .833333333
30 WARD 1250 .833333333
30 JAMES 950 1
14 rows selected.
SELECT ENAME, SAL
, NTILE(4) OVER (ORDER BY SAL DESC) as QUAR_TILE
FROM EMP ;
ENAME SAL QUAR_TILE
---------- ---------- ----------
KING 5000 1
FORD 3000 1
SCOTT 3000 1
JONES 2975 1
BLAKE 2850 2
CLARK 2450 2
ALLEN 1600 2
TURNER 1500 2
MILLER 1300 3
WARD 1250 3
MARTIN 1250 3
ADAMS 1100 4
JAMES 950 4
SMITH 800 4
14 rows selected.
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